From e0218c2676c2c7b9bdb636435b4b5f982f55b752 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:46:08 -0500
Subject: [PATCH 01/93] fix(aura): scope local chat cache by user id

---
 app/(tabs)/ai.tsx         | 16 ++++---
 src/lib/localChatCache.ts | 90 +++++++++++++--------------------------
 2 files changed, 38 insertions(+), 68 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index a8876bb..a40bc3d 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -246,7 +246,7 @@ export default function AIScreen() {
 
       setIsBooting(true);
 
-      const cached = await loadLatestChatCache<AIMessage>();
+      const cached = await loadLatestChatCache<AIMessage>(uid);
       if (!cancelled && cached?.messages?.length) {
         setMessages(cached.messages);
         setActiveChatId(cached.chatId ?? null);
@@ -264,7 +264,7 @@ export default function AIScreen() {
             setActiveChatId(routeChatId);
             setQuickChips(DEFAULT_CHIPS);
             setRecentThreads(recent);
-            await saveLatestChatCache(routeChatId, null, threadMessages);
+            await saveLatestChatCache(uid, routeChatId, null, threadMessages);
           }
           return;
         }
@@ -276,7 +276,7 @@ export default function AIScreen() {
           setMessages(threadMessages);
           setActiveChatId(latestThread.chatId);
           setRecentThreads(recent);
-          await saveLatestChatCache(latestThread.chatId, latestThread.threadId, threadMessages);
+          await saveLatestChatCache(uid, latestThread.chatId, latestThread.threadId, threadMessages);
         } else if (!cancelled) {
           setRecentThreads(recent);
         }
@@ -296,8 +296,8 @@ export default function AIScreen() {
 
   useEffect(() => {
     if (isBooting) return;
-    void saveLatestChatCache(activeChatId, null, messages);
-  }, [activeChatId, isBooting, messages]);
+    void saveLatestChatCache(uid, activeChatId, null, messages);
+  }, [activeChatId, isBooting, messages, uid]);
 
   useEffect(() => {
     const updateKeyboardHeight = (event: KeyboardEvent) => {
@@ -623,7 +623,7 @@ export default function AIScreen() {
                         const threadMessages = await loadChatMessages(uid, thread.chatId);
                         setMessages(threadMessages);
                         setActiveChatId(thread.chatId);
-                        await saveLatestChatCache(thread.chatId, thread.threadId, threadMessages);
+                        await saveLatestChatCache(uid, thread.chatId, thread.threadId, threadMessages);
                       },
                     })),
                     { text: "Cancel", style: "cancel" as const },
@@ -737,7 +737,9 @@ export default function AIScreen() {
                 setMessages([]);
                 setActiveChatId(null);
                 setQuickChips(DEFAULT_CHIPS);
-                void clearLatestChatCache();
+                if (uid) {
+                  void clearLatestChatCache(uid);
+                }
               }}
               style={({ pressed }) => ({
                 width: 52,
diff --git a/src/lib/localChatCache.ts b/src/lib/localChatCache.ts
index 637310b..b6ad4bd 100644
--- a/src/lib/localChatCache.ts
+++ b/src/lib/localChatCache.ts
@@ -1,9 +1,6 @@
 import AsyncStorage from "@react-native-async-storage/async-storage";
 
 const CACHE_PREFIX = "outfit-chat:";
-const LATEST_KEY = `${CACHE_PREFIX}latest-thread`;
-const SESSIONS_KEY = `${CACHE_PREFIX}sessions-v2`;
-const LATEST_CHAT_KEY = `${CACHE_PREFIX}latest-chat-v3`;
 const MAX_MESSAGES_PER_SESSION = 30;
 const MAX_SESSIONS = 6;
 
@@ -35,6 +32,10 @@ function createSessionId() {
   return `session-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
 }
 
+function getScopedKey(uid: string, suffix: string) {
+  return `${CACHE_PREFIX}${uid}:${suffix}`;
+}
+
 function trimMessages<T>(messages: T[]) {
   return messages.slice(-MAX_MESSAGES_PER_SESSION);
 }
@@ -43,9 +44,9 @@ function sortSessions<T>(sessions: LocalChatSession<T>[]) {
   return [...sessions].sort((a, b) => b.updatedAt - a.updatedAt).slice(0, MAX_SESSIONS);
 }
 
-async function loadRawStore<T>(): Promise<SessionStore<T> | null> {
+async function loadRawStore<T>(uid: string): Promise<SessionStore<T> | null> {
   try {
-    const raw = await AsyncStorage.getItem(SESSIONS_KEY);
+    const raw = await AsyncStorage.getItem(getScopedKey(uid, "sessions-v2"));
     if (!raw) return null;
     const parsed = JSON.parse(raw) as SessionStore<T>;
     if (!parsed || !Array.isArray(parsed.sessions)) return null;
@@ -66,39 +67,8 @@ async function loadRawStore<T>(): Promise<SessionStore<T> | null> {
   }
 }
 
-async function migrateLegacyStore<T>(): Promise<SessionStore<T> | null> {
-  try {
-    const raw = await AsyncStorage.getItem(LATEST_KEY);
-    if (!raw) return null;
-    const parsed = JSON.parse(raw) as CachePayload<T>;
-    const now = Date.now();
-    const migrated: SessionStore<T> = {
-      latestSessionId: createSessionId(),
-      sessions: [
-        {
-          sessionId: createSessionId(),
-          threadId: parsed?.threadId ?? null,
-          createdAt: now,
-          updatedAt: now,
-          messages: Array.isArray(parsed?.messages) ? trimMessages(parsed.messages) : [],
-        },
-      ],
-    };
-    migrated.latestSessionId = migrated.sessions[0]?.sessionId ?? null;
-    await AsyncStorage.setItem(SESSIONS_KEY, JSON.stringify(migrated));
-    await AsyncStorage.removeItem(LATEST_KEY);
-    logSession("migrateLegacyStore", {
-      latestSessionId: migrated.latestSessionId,
-      sessionCount: migrated.sessions.length,
-    });
-    return migrated;
-  } catch {
-    return null;
-  }
-}
-
-async function loadStore<T>(): Promise<SessionStore<T>> {
-  const existing = await loadRawStore<T>();
+async function loadStore<T>(uid: string): Promise<SessionStore<T>> {
+  const existing = await loadRawStore<T>(uid);
   if (existing) {
     return {
       latestSessionId: existing.latestSessionId,
@@ -106,16 +76,13 @@ async function loadStore<T>(): Promise<SessionStore<T>> {
     };
   }
 
-  const migrated = await migrateLegacyStore<T>();
-  if (migrated) return migrated;
-
   return { latestSessionId: null, sessions: [] };
 }
 
-async function persistStore<T>(store: SessionStore<T>): Promise<void> {
+async function persistStore<T>(uid: string, store: SessionStore<T>): Promise<void> {
   try {
     await AsyncStorage.setItem(
-      SESSIONS_KEY,
+      getScopedKey(uid, "sessions-v2"),
       JSON.stringify({
         latestSessionId: store.latestSessionId,
         sessions: sortSessions(store.sessions).map((session) => ({
@@ -140,8 +107,8 @@ export function createNewSession<T>(): LocalChatSession<T> {
   };
 }
 
-export async function loadLatestSession<T>(): Promise<LocalChatSession<T> | null> {
-  const store = await loadStore<T>();
+export async function loadLatestSession<T>(uid: string): Promise<LocalChatSession<T> | null> {
+  const store = await loadStore<T>(uid);
   const latest =
     store.sessions.find((session) => session.sessionId === store.latestSessionId) ??
     store.sessions[0] ??
@@ -153,8 +120,8 @@ export async function loadLatestSession<T>(): Promise<LocalChatSession<T> | null
   return latest;
 }
 
-export async function saveSession<T>(session: LocalChatSession<T>): Promise<void> {
-  const store = await loadStore<T>();
+export async function saveSession<T>(uid: string, session: LocalChatSession<T>): Promise<void> {
+  const store = await loadStore<T>(uid);
   const nextSession: LocalChatSession<T> = {
     ...session,
     updatedAt: typeof session.updatedAt === "number" ? session.updatedAt : Date.now(),
@@ -164,7 +131,7 @@ export async function saveSession<T>(session: LocalChatSession<T>): Promise<void
     nextSession,
     ...store.sessions.filter((entry) => entry.sessionId !== nextSession.sessionId),
   ]);
-  await persistStore({
+  await persistStore(uid, {
     latestSessionId: nextSession.sessionId,
     sessions,
   });
@@ -176,12 +143,12 @@ export async function saveSession<T>(session: LocalChatSession<T>): Promise<void
   });
 }
 
-export async function clearSession(sessionId?: string): Promise<void> {
-  const store = await loadStore<unknown>();
+export async function clearSession(uid: string, sessionId?: string): Promise<void> {
+  const store = await loadStore<unknown>(uid);
   const nextSessions = sessionId
     ? store.sessions.filter((session) => session.sessionId !== sessionId)
     : store.sessions.filter((session) => session.sessionId !== store.latestSessionId);
-  await persistStore({
+  await persistStore(uid, {
     latestSessionId: nextSessions[0]?.sessionId ?? null,
     sessions: nextSessions,
   });
@@ -192,9 +159,9 @@ export async function clearSession(sessionId?: string): Promise<void> {
   });
 }
 
-export async function loadLatestChatCache<T>(): Promise<CachePayload<T> | null> {
+export async function loadLatestChatCache<T>(uid: string): Promise<CachePayload<T> | null> {
   try {
-    const raw = await AsyncStorage.getItem(LATEST_CHAT_KEY);
+    const raw = await AsyncStorage.getItem(getScopedKey(uid, "latest-chat-v3"));
     if (raw) {
       const parsed = JSON.parse(raw) as CachePayload<T>;
       if (parsed && Array.isArray(parsed.messages)) {
@@ -207,9 +174,9 @@ export async function loadLatestChatCache<T>(): Promise<CachePayload<T> | null>
       }
     }
   } catch {
-    // fall through to legacy session cache
+    // fall through to session cache
   }
-  const latest = await loadLatestSession<T>();
+  const latest = await loadLatestSession<T>(uid);
   if (!latest) return null;
   return {
     chatId: latest.sessionId,
@@ -220,17 +187,18 @@ export async function loadLatestChatCache<T>(): Promise<CachePayload<T> | null>
 }
 
 export async function saveLatestChatCache<T>(
+  uid: string,
   chatId: string | null,
   threadId: string | null,
   messages: T[]
 ): Promise<void> {
   try {
     if (!chatId) {
-      await AsyncStorage.removeItem(LATEST_CHAT_KEY);
+      await AsyncStorage.removeItem(getScopedKey(uid, "latest-chat-v3"));
       return;
     }
     await AsyncStorage.setItem(
-      LATEST_CHAT_KEY,
+      getScopedKey(uid, "latest-chat-v3"),
       JSON.stringify({
         chatId,
         threadId,
@@ -243,13 +211,13 @@ export async function saveLatestChatCache<T>(
   }
 }
 
-export async function clearLatestChatCache(): Promise<void> {
+export async function clearLatestChatCache(uid: string): Promise<void> {
   try {
-    await AsyncStorage.removeItem(LATEST_CHAT_KEY);
+    await AsyncStorage.removeItem(getScopedKey(uid, "latest-chat-v3"));
   } catch {
     // ignore
   }
-  const latest = await loadLatestSession<unknown>();
+  const latest = await loadLatestSession<unknown>(uid);
   if (!latest) return;
-  await clearSession(latest.sessionId);
+  await clearSession(uid, latest.sessionId);
 }

From 13763be536c83f1d225db382b3de51d40792e2d6 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:46:15 -0500
Subject: [PATCH 02/93] feat(auth): add welcome, login, registration, and reset
 flows

---
 app/(auth)/forgot-password.tsx       |  62 ++++++++++
 app/(auth)/login.tsx                 | 104 ++++++-----------
 app/(auth)/register.tsx              | 130 +++++++++------------
 app/(auth)/welcome.tsx               |  32 ++++++
 app/_layout.tsx                      |  82 ++++++++++++--
 src/components/auth/AuthScaffold.tsx | 162 +++++++++++++++++++++++++++
 6 files changed, 421 insertions(+), 151 deletions(-)
 create mode 100644 app/(auth)/forgot-password.tsx
 create mode 100644 app/(auth)/welcome.tsx
 create mode 100644 src/components/auth/AuthScaffold.tsx

diff --git a/app/(auth)/forgot-password.tsx b/app/(auth)/forgot-password.tsx
new file mode 100644
index 0000000..da7020b
--- /dev/null
+++ b/app/(auth)/forgot-password.tsx
@@ -0,0 +1,62 @@
+import { router } from "expo-router";
+import { sendPasswordResetEmail } from "firebase/auth";
+import React, { useState } from "react";
+import { Alert, Text, View } from "react-native";
+
+import {
+  AuthInlineLink,
+  AuthInput,
+  AuthScaffold,
+  PrimaryAuthButton,
+} from "@/src/components/auth/AuthScaffold";
+import { auth } from "@/src/lib/firebase";
+
+export default function ForgotPasswordScreen() {
+  const [email, setEmail] = useState("");
+  const [loading, setLoading] = useState(false);
+  const [sent, setSent] = useState(false);
+
+  async function onReset() {
+    const normalizedEmail = email.trim().toLowerCase();
+    if (!normalizedEmail) return Alert.alert("Missing email", "Enter your email.");
+
+    try {
+      setLoading(true);
+      await sendPasswordResetEmail(auth, normalizedEmail);
+      setSent(true);
+    } catch (error: any) {
+      Alert.alert("Reset failed", error?.message ?? "Unable to send reset email.");
+    } finally {
+      setLoading(false);
+    }
+  }
+
+  return (
+    <AuthScaffold
+      eyebrow="RESET ACCESS"
+      title="Get back in"
+      subtitle="We’ll email you a secure link so you can reset your password without losing your wardrobe."
+      footer={
+        <View style={{ alignItems: "flex-start" }}>
+          <AuthInlineLink label="Back to sign in" onPress={() => router.replace("/(auth)/login")} />
+        </View>
+      }
+    >
+      <AuthInput
+        value={email}
+        onChangeText={setEmail}
+        autoCapitalize="none"
+        keyboardType="email-address"
+        autoComplete="email"
+        placeholder="Email"
+      />
+      <PrimaryAuthButton label={loading ? "Sending..." : "Send reset email"} onPress={onReset} disabled={loading} />
+      {sent ? (
+        <Text style={{ color: "#8fd8ff", fontSize: 14, lineHeight: 20 }}>
+          Reset link sent. Check your inbox and spam folder.
+        </Text>
+      ) : null}
+    </AuthScaffold>
+  );
+}
+
diff --git a/app/(auth)/login.tsx b/app/(auth)/login.tsx
index d148e85..01283df 100644
--- a/app/(auth)/login.tsx
+++ b/app/(auth)/login.tsx
@@ -1,11 +1,17 @@
-import { Link, router } from "expo-router";
+import { router } from "expo-router";
 import { signInWithEmailAndPassword } from "firebase/auth";
 import React, { useState } from "react";
-import { Alert, Pressable, Text, TextInput, View } from "react-native";
+import { Alert, Text, View } from "react-native";
 
-import { auth } from "../../src/lib/firebase";
+import {
+  AuthInlineLink,
+  AuthInput,
+  AuthScaffold,
+  PrimaryAuthButton,
+} from "@/src/components/auth/AuthScaffold";
+import { auth } from "@/src/lib/firebase";
 
-function norm(value: string) {
+function normalize(value: string) {
   return value.trim();
 }
 
@@ -15,90 +21,52 @@ export default function LoginScreen() {
   const [loading, setLoading] = useState(false);
 
   async function onLogin() {
-    const e = norm(email).toLowerCase();
-    const p = password;
-
-    if (!e) return Alert.alert("Missing email", "Enter your email.");
-    if (!p) return Alert.alert("Missing password", "Enter your password.");
+    const normalizedEmail = normalize(email).toLowerCase();
+    if (!normalizedEmail) return Alert.alert("Missing email", "Enter your email.");
+    if (!password) return Alert.alert("Missing password", "Enter your password.");
 
     try {
       setLoading(true);
-      await signInWithEmailAndPassword(auth, e, p);
-      router.replace("/(tabs)");
-    } catch (err: any) {
-      Alert.alert("Login failed", err?.message ?? "Unable to sign in.");
+      await signInWithEmailAndPassword(auth, normalizedEmail, password);
+    } catch (error: any) {
+      Alert.alert("Sign in failed", error?.message ?? "Unable to sign in right now.");
     } finally {
       setLoading(false);
     }
   }
 
   return (
-    <View style={{ flex: 1, padding: 16, justifyContent: "center", gap: 12 }}>
-      <Text style={{ fontSize: 28, fontWeight: "900", textAlign: "center" }}>
-        Login
-      </Text>
-
-      <TextInput
+    <AuthScaffold
+      eyebrow="WARDROBE AI"
+      title="Welcome back"
+      subtitle="Sign in to pick up your wardrobe, planner, and AURA recommendations."
+      footer={
+        <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
+          <AuthInlineLink label="Create account" onPress={() => router.push("/(auth)/register")} />
+          <AuthInlineLink label="Forgot password?" onPress={() => router.push("/(auth)/forgot-password")} />
+        </View>
+      }
+    >
+      <AuthInput
         value={email}
         onChangeText={setEmail}
         autoCapitalize="none"
         keyboardType="email-address"
+        autoComplete="email"
         placeholder="Email"
-        style={input}
       />
-
-      <TextInput
+      <AuthInput
         value={password}
         onChangeText={setPassword}
         secureTextEntry
+        autoComplete="password"
         placeholder="Password"
-        style={input}
       />
-
-      <Pressable onPress={onLogin} style={[btnPrimary, loading ? { opacity: 0.6 } : null]} disabled={loading}>
-        <Text style={btnPrimaryText}>{loading ? "Signing in..." : "Sign in"}</Text>
-      </Pressable>
-
-      <Link href="/(auth)/register" asChild>
-        <Pressable style={btnSecondary}>
-          <Text style={btnSecondaryText}>Create account</Text>
-        </Pressable>
-      </Link>
-    </View>
+      <PrimaryAuthButton label={loading ? "Signing in..." : "Sign In"} onPress={onLogin} disabled={loading} />
+      <Text style={{ color: "rgba(255,255,255,0.58)", fontSize: 13, lineHeight: 19 }}>
+        Your styling profile, saved looks, and planner stay synced to this account.
+      </Text>
+    </AuthScaffold>
   );
 }
 
-const input = {
-  borderWidth: 1,
-  borderColor: "#ddd",
-  borderRadius: 12,
-  paddingHorizontal: 12,
-  paddingVertical: 12,
-  fontSize: 16,
-} as const;
-
-const btnPrimary = {
-  marginTop: 4,
-  paddingVertical: 14,
-  borderRadius: 12,
-  backgroundColor: "#111",
-  alignItems: "center",
-} as const;
-
-const btnPrimaryText = {
-  color: "#fff",
-  fontWeight: "900",
-} as const;
-
-const btnSecondary = {
-  paddingVertical: 12,
-  borderRadius: 12,
-  borderWidth: 1,
-  borderColor: "#ddd",
-  alignItems: "center",
-} as const;
-
-const btnSecondaryText = {
-  color: "#111",
-  fontWeight: "800",
-} as const;
diff --git a/app/(auth)/register.tsx b/app/(auth)/register.tsx
index 67b4fb6..702c216 100644
--- a/app/(auth)/register.tsx
+++ b/app/(auth)/register.tsx
@@ -1,116 +1,94 @@
-import { Link, router } from "expo-router";
+import { router } from "expo-router";
 import { createUserWithEmailAndPassword } from "firebase/auth";
 import React, { useState } from "react";
-import { Alert, Pressable, Text, TextInput, View } from "react-native";
-
-import { auth } from "../../src/lib/firebase";
-
-function norm(value: string) {
+import { Alert, View } from "react-native";
+
+import {
+  AuthInlineLink,
+  AuthInput,
+  AuthScaffold,
+  PrimaryAuthButton,
+} from "@/src/components/auth/AuthScaffold";
+import { auth } from "@/src/lib/firebase";
+import { EMPTY_USER_PROFILE_PREFERENCES, saveUserAccountProfile, saveUserProfilePreferences } from "@/src/lib/userProfile";
+
+function normalize(value: string) {
   return value.trim();
 }
 
 export default function RegisterScreen() {
+  const [name, setName] = useState("");
   const [email, setEmail] = useState("");
   const [password, setPassword] = useState("");
   const [confirmPassword, setConfirmPassword] = useState("");
   const [loading, setLoading] = useState(false);
 
   async function onRegister() {
-    const e = norm(email).toLowerCase();
-    const p = password;
-    const cp = confirmPassword;
-
-    if (!e) return Alert.alert("Missing email", "Enter your email.");
-    if (!p) return Alert.alert("Missing password", "Enter a password.");
-    if (p.length < 6) return Alert.alert("Weak password", "Use at least 6 characters.");
-    if (p !== cp) return Alert.alert("Password mismatch", "Passwords do not match.");
+    const normalizedName = normalize(name);
+    const normalizedEmail = normalize(email).toLowerCase();
+    if (!normalizedName) return Alert.alert("Missing name", "Enter your first name.");
+    if (!normalizedEmail) return Alert.alert("Missing email", "Enter your email.");
+    if (!password) return Alert.alert("Missing password", "Enter a password.");
+    if (password.length < 6) return Alert.alert("Weak password", "Use at least 6 characters.");
+    if (password !== confirmPassword) {
+      return Alert.alert("Password mismatch", "Passwords do not match.");
+    }
 
     try {
       setLoading(true);
-      await createUserWithEmailAndPassword(auth, e, p);
-      router.replace("/(tabs)");
-    } catch (err: any) {
-      Alert.alert("Registration failed", err?.message ?? "Unable to create account.");
+      const credential = await createUserWithEmailAndPassword(auth, normalizedEmail, password);
+      await Promise.all([
+        saveUserAccountProfile(credential.user.uid, { name: normalizedName }),
+        saveUserProfilePreferences(credential.user.uid, {
+          ...EMPTY_USER_PROFILE_PREFERENCES,
+          firstName: normalizedName,
+          onboardingCompleted: false,
+        }),
+      ]);
+      router.replace("/(onboarding)");
+    } catch (error: any) {
+      Alert.alert("Create account failed", error?.message ?? "Unable to create your account.");
     } finally {
       setLoading(false);
     }
   }
 
   return (
-    <View style={{ flex: 1, padding: 16, justifyContent: "center", gap: 12 }}>
-      <Text style={{ fontSize: 28, fontWeight: "900", textAlign: "center" }}>
-        Register
-      </Text>
-
-      <TextInput
+    <AuthScaffold
+      eyebrow="NEW ACCOUNT"
+      title="Create your wardrobe profile"
+      subtitle="Set up Wardrobe AI so AURA can personalize from your first session."
+      footer={
+        <View style={{ alignItems: "flex-start" }}>
+          <AuthInlineLink label="Already have an account? Sign in" onPress={() => router.replace("/(auth)/login")} />
+        </View>
+      }
+    >
+      <AuthInput value={name} onChangeText={setName} autoComplete="name" placeholder="First name" />
+      <AuthInput
         value={email}
         onChangeText={setEmail}
         autoCapitalize="none"
         keyboardType="email-address"
+        autoComplete="email"
         placeholder="Email"
-        style={input}
       />
-
-      <TextInput
+      <AuthInput
         value={password}
         onChangeText={setPassword}
         secureTextEntry
+        autoComplete="new-password"
         placeholder="Password"
-        style={input}
       />
-
-      <TextInput
+      <AuthInput
         value={confirmPassword}
         onChangeText={setConfirmPassword}
         secureTextEntry
+        autoComplete="new-password"
         placeholder="Confirm password"
-        style={input}
       />
-
-      <Pressable onPress={onRegister} style={[btnPrimary, loading ? { opacity: 0.6 } : null]} disabled={loading}>
-        <Text style={btnPrimaryText}>{loading ? "Creating..." : "Create account"}</Text>
-      </Pressable>
-
-      <Link href="/(auth)/login" asChild>
-        <Pressable style={btnSecondary}>
-          <Text style={btnSecondaryText}>Back to login</Text>
-        </Pressable>
-      </Link>
-    </View>
+      <PrimaryAuthButton label={loading ? "Creating..." : "Create Account"} onPress={onRegister} disabled={loading} />
+    </AuthScaffold>
   );
 }
 
-const input = {
-  borderWidth: 1,
-  borderColor: "#ddd",
-  borderRadius: 12,
-  paddingHorizontal: 12,
-  paddingVertical: 12,
-  fontSize: 16,
-} as const;
-
-const btnPrimary = {
-  marginTop: 4,
-  paddingVertical: 14,
-  borderRadius: 12,
-  backgroundColor: "#111",
-  alignItems: "center",
-} as const;
-
-const btnPrimaryText = {
-  color: "#fff",
-  fontWeight: "900",
-} as const;
-
-const btnSecondary = {
-  paddingVertical: 12,
-  borderRadius: 12,
-  borderWidth: 1,
-  borderColor: "#ddd",
-  alignItems: "center",
-} as const;
-
-const btnSecondaryText = {
-  color: "#111",
-  fontWeight: "800",
-} as const;
diff --git a/app/(auth)/welcome.tsx b/app/(auth)/welcome.tsx
new file mode 100644
index 0000000..d5141f4
--- /dev/null
+++ b/app/(auth)/welcome.tsx
@@ -0,0 +1,32 @@
+import { router } from "expo-router";
+import React from "react";
+import { Text, View } from "react-native";
+
+import {
+  AuthInlineLink,
+  AuthScaffold,
+  PrimaryAuthButton,
+  SecondaryAuthButton,
+} from "@/src/components/auth/AuthScaffold";
+
+export default function WelcomeScreen() {
+  return (
+    <AuthScaffold
+      eyebrow="WARDROBE AI"
+      title="Your personal styling system"
+      subtitle="Build a sharper closet, smarter outfits, and a more personal AURA from day one."
+      footer={
+        <View style={{ alignItems: "center", gap: 10 }}>
+          <AuthInlineLink label="Forgot password" onPress={() => router.push("/(auth)/forgot-password")} />
+          <Text style={{ color: "rgba(255,255,255,0.48)", fontSize: 13, textAlign: "center", lineHeight: 19 }}>
+            No split UI. One premium experience, adapted through your style profile.
+          </Text>
+        </View>
+      }
+    >
+      <PrimaryAuthButton label="Sign In" onPress={() => router.push("/(auth)/login")} />
+      <SecondaryAuthButton label="Create Account" onPress={() => router.push("/(auth)/register")} />
+    </AuthScaffold>
+  );
+}
+
diff --git a/app/_layout.tsx b/app/_layout.tsx
index f81506e..c973c52 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -2,11 +2,12 @@ import { DarkTheme, DefaultTheme, ThemeProvider } from "@react-navigation/native
 import { router, Stack, useSegments } from "expo-router";
 import { StatusBar } from "expo-status-bar";
 import "react-native-reanimated";
-import { useEffect } from "react";
+import { useEffect, useRef, useState } from "react";
 import { ActivityIndicator, Platform, Text, View } from "react-native";
 
 import { AuthProvider, useAuth } from "../src/contexts/AuthContext";
 import { isVisionBackgroundRemovalAvailable } from "../src/bg/removeBackground";
+import { loadUserProfilePreferences } from "../src/lib/userProfile";
 import { useColorScheme } from "@/hooks/use-color-scheme";
 import { Colors } from "@/constants/theme";
 import { SafeAreaProvider } from "react-native-safe-area-context";
@@ -20,26 +21,92 @@ function AuthGate() {
   const segments = useSegments();
   const colorScheme = useColorScheme();
   const palette = Colors[colorScheme === "dark" ? "dark" : "light"];
+  const [profileLoading, setProfileLoading] = useState(true);
+  const [onboardingCompleted, setOnboardingCompleted] = useState(false);
+  const isRevalidatingOnboarding = useRef(false);
 
   useEffect(() => {
-    if (loading) return;
+    let cancelled = false;
+
+    if (loading) return () => { cancelled = true; };
+
+    if (!user?.uid) {
+      setOnboardingCompleted(false);
+      setProfileLoading(false);
+      return () => {
+        cancelled = true;
+      };
+    }
+
+    setProfileLoading(true);
+    void loadUserProfilePreferences(user.uid)
+      .then((profile) => {
+        if (cancelled) return;
+        setOnboardingCompleted(Boolean(profile.onboardingCompleted));
+      })
+      .catch(() => {
+        if (cancelled) return;
+        setOnboardingCompleted(false);
+      })
+      .finally(() => {
+        if (!cancelled) setProfileLoading(false);
+      });
+
+    return () => {
+      cancelled = true;
+    };
+  }, [loading, user?.uid]);
+
+  useEffect(() => {
+    if (loading || profileLoading) return;
     const inAuthGroup = segments[0] === "(auth)";
+    const inOnboardingGroup = segments[0] === "(onboarding)";
 
     if (!user && !inAuthGroup) {
-      router.replace("/(auth)/login");
+      router.replace("/(auth)/welcome");
       return;
     }
 
-    if (user && inAuthGroup) {
+    if (user && !onboardingCompleted && !inOnboardingGroup && !isRevalidatingOnboarding.current) {
+      let cancelled = false;
+      isRevalidatingOnboarding.current = true;
+      setProfileLoading(true);
+      void loadUserProfilePreferences(user.uid)
+        .then((profile) => {
+          if (cancelled) return;
+          const completed = Boolean(profile.onboardingCompleted);
+          setOnboardingCompleted(completed);
+          if (!completed) {
+            router.replace("/(onboarding)");
+          }
+        })
+        .catch(() => {
+          if (cancelled) return;
+          setOnboardingCompleted(false);
+          router.replace("/(onboarding)");
+        })
+        .finally(() => {
+          if (!cancelled) setProfileLoading(false);
+          isRevalidatingOnboarding.current = false;
+        });
+      return () => {
+        cancelled = true;
+        isRevalidatingOnboarding.current = false;
+      };
+    }
+
+    if (user && onboardingCompleted && (inAuthGroup || inOnboardingGroup)) {
       router.replace("/(tabs)");
     }
-  }, [loading, segments, user]);
+  }, [loading, onboardingCompleted, profileLoading, segments, user]);
 
-  if (loading) {
+  if (loading || profileLoading) {
     return (
       <View style={{ flex: 1, alignItems: "center", justifyContent: "center", gap: 10 }}>
         <ActivityIndicator />
-        <Text style={{ color: palette.text }}>Checking session…</Text>
+        <Text style={{ color: palette.text }}>
+          {loading ? "Checking session…" : "Preparing your wardrobe profile…"}
+        </Text>
       </View>
     );
   }
@@ -47,6 +114,7 @@ function AuthGate() {
   return (
     <Stack screenOptions={{ headerShown: false }}>
       <Stack.Screen name="(auth)" options={{ headerShown: false }} />
+      <Stack.Screen name="(onboarding)" options={{ headerShown: false }} />
       <Stack.Screen name="(tabs)" options={{ headerShown: false }} />
       <Stack.Screen
         name="modal"
diff --git a/src/components/auth/AuthScaffold.tsx b/src/components/auth/AuthScaffold.tsx
new file mode 100644
index 0000000..ebb10ce
--- /dev/null
+++ b/src/components/auth/AuthScaffold.tsx
@@ -0,0 +1,162 @@
+import React from "react";
+import { KeyboardAvoidingView, Platform, Pressable, ScrollView, Text, TextInput, View } from "react-native";
+
+import { SafeScreen } from "@/src/components/SafeScreen";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+export function AuthScaffold({
+  eyebrow,
+  title,
+  subtitle,
+  children,
+  footer,
+}: {
+  eyebrow: string;
+  title: string;
+  subtitle: string;
+  children: React.ReactNode;
+  footer?: React.ReactNode;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
+      <KeyboardAvoidingView
+        behavior={Platform.OS === "ios" ? "padding" : undefined}
+        style={{ flex: 1 }}
+      >
+        <ScrollView
+          keyboardShouldPersistTaps="handled"
+          contentContainerStyle={{
+            flexGrow: 1,
+            paddingHorizontal: 20,
+            paddingBottom: 36,
+            justifyContent: "center",
+            gap: 28,
+          }}
+        >
+          <View style={{ gap: 10 }}>
+            <Text style={{ color: colors.aiAccent, fontSize: 12, fontWeight: "800", letterSpacing: 1.4 }}>
+              {eyebrow}
+            </Text>
+            <Text style={{ color: colors.text, fontSize: 38, fontWeight: "900", lineHeight: 42 }}>
+              {title}
+            </Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 16, lineHeight: 24 }}>
+              {subtitle}
+            </Text>
+          </View>
+
+          <View
+            style={{
+              backgroundColor: "rgba(255,255,255,0.04)",
+              borderRadius: 28,
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
+              padding: 18,
+              gap: 14,
+            }}
+          >
+            {children}
+          </View>
+
+          {footer ? <View style={{ gap: 10 }}>{footer}</View> : null}
+        </ScrollView>
+      </KeyboardAvoidingView>
+    </SafeScreen>
+  );
+}
+
+export function AuthInput(props: React.ComponentProps<typeof TextInput>) {
+  const { colors } = useAppTheme();
+  return (
+    <TextInput
+      placeholderTextColor={colors.textSecondary}
+      {...props}
+      style={[
+        {
+          borderWidth: 1,
+          borderColor: "rgba(255,255,255,0.08)",
+          borderRadius: 18,
+          backgroundColor: "rgba(255,255,255,0.03)",
+          color: colors.text,
+          paddingHorizontal: 16,
+          paddingVertical: 15,
+          fontSize: 16,
+        },
+        props.style,
+      ]}
+    />
+  );
+}
+
+export function PrimaryAuthButton({
+  label,
+  onPress,
+  disabled,
+}: {
+  label: string;
+  onPress: () => void;
+  disabled?: boolean;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      disabled={disabled}
+      style={({ pressed }) => ({
+        borderRadius: 18,
+        paddingVertical: 16,
+        alignItems: "center",
+        justifyContent: "center",
+        backgroundColor: colors.aiAccent,
+        opacity: disabled ? 0.55 : pressed ? 0.86 : 1,
+      })}
+    >
+      <Text style={{ color: "#071018", fontSize: 16, fontWeight: "900" }}>{label}</Text>
+    </Pressable>
+  );
+}
+
+export function SecondaryAuthButton({
+  label,
+  onPress,
+}: {
+  label: string;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        borderRadius: 18,
+        paddingVertical: 15,
+        alignItems: "center",
+        justifyContent: "center",
+        borderWidth: 1,
+        borderColor: "rgba(255,255,255,0.08)",
+        backgroundColor: "rgba(255,255,255,0.03)",
+        opacity: pressed ? 0.82 : 1,
+      })}
+    >
+      <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>{label}</Text>
+    </Pressable>
+  );
+}
+
+export function AuthInlineLink({
+  label,
+  onPress,
+}: {
+  label: string;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable onPress={onPress} style={({ pressed }) => ({ opacity: pressed ? 0.75 : 1 })}>
+      <Text style={{ color: colors.aiAccent, fontSize: 14, fontWeight: "800" }}>{label}</Text>
+    </Pressable>
+  );
+}
+

From bd7454125c3b63bff81e855c84091646988e4170 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:46:25 -0500
Subject: [PATCH 03/93] feat(onboarding): add adaptive sizing and style-profile
 intake

---
 app/(onboarding)/_layout.tsx        |   7 +
 app/(onboarding)/index.tsx          | 808 ++++++++++++++++++++++++++++
 src/lib/adaptiveSizing.ts           | 274 ++++++++++
 src/lib/userProfile.ts              | 164 +++++-
 src/types/UserProfilePreferences.ts |  41 ++
 5 files changed, 1288 insertions(+), 6 deletions(-)
 create mode 100644 app/(onboarding)/_layout.tsx
 create mode 100644 app/(onboarding)/index.tsx
 create mode 100644 src/lib/adaptiveSizing.ts

diff --git a/app/(onboarding)/_layout.tsx b/app/(onboarding)/_layout.tsx
new file mode 100644
index 0000000..6e7951f
--- /dev/null
+++ b/app/(onboarding)/_layout.tsx
@@ -0,0 +1,7 @@
+import { Stack } from "expo-router";
+import React from "react";
+
+export default function OnboardingLayout() {
+  return <Stack screenOptions={{ headerShown: false }} />;
+}
+
diff --git a/app/(onboarding)/index.tsx b/app/(onboarding)/index.tsx
new file mode 100644
index 0000000..4812f4d
--- /dev/null
+++ b/app/(onboarding)/index.tsx
@@ -0,0 +1,808 @@
+import { router } from "expo-router";
+import React, { useEffect, useMemo, useState } from "react";
+import {
+  Alert,
+  ActivityIndicator,
+  KeyboardAvoidingView,
+  Platform,
+  Pressable,
+  ScrollView,
+  Text,
+  TextInput,
+  View,
+} from "react-native";
+
+import { SafeScreen } from "@/src/components/SafeScreen";
+import { useAuth } from "@/src/hooks/useAuth";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import {
+  getAdaptiveSizeFields,
+  normalizeProfileSizePayload,
+  ONBOARDING_CATEGORY_OPTIONS,
+  shouldShowAdvancedBraSize,
+} from "@/src/lib/adaptiveSizing";
+import {
+  EMPTY_USER_PROFILE_PREFERENCES,
+  loadUserProfilePreferences,
+  saveUserAccountProfile,
+  saveUserProfilePreferences,
+} from "@/src/lib/userProfile";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
+
+const WARDROBE_MODES = ["masculine", "feminine", "neutral", "mixed", "custom"] as const;
+const STYLE_OPTIONS = [
+  "streetwear",
+  "casual",
+  "smart_casual",
+  "formal",
+  "minimal",
+  "sporty",
+  "luxury",
+  "modest",
+  "vintage",
+  "edgy",
+] as const;
+const FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
+const ACCESSORY_OPTIONS = [
+  "watches",
+  "jewelry",
+  "handbags",
+  "caps",
+  "belts",
+  "scarves",
+  "perfumes",
+  "sunglasses",
+] as const;
+const OCCASION_OPTIONS = [
+  "daily",
+  "work",
+  "college",
+  "gym",
+  "party",
+  "date_night",
+  "travel",
+  "formal_events",
+] as const;
+const GOAL_OPTIONS = [
+  "outfit_suggestions",
+  "shopping_suggestions",
+  "packing_help",
+  "laundry_reminders",
+  "styling_confidence",
+] as const;
+const COLOR_OPTIONS = [
+  "black",
+  "white",
+  "navy",
+  "blue",
+  "grey",
+  "brown",
+  "beige",
+  "green",
+  "olive",
+  "red",
+  "pink",
+  "cream",
+] as const;
+
+type StepKey =
+  | "basics"
+  | "wardrobeMode"
+  | "categories"
+  | "style"
+  | "body"
+  | "sizes"
+  | "preferences"
+  | "goals";
+
+type Step = {
+  key: StepKey;
+  title: string;
+  subtitle: string;
+};
+
+const STEPS: Step[] = [
+  {
+    key: "basics",
+    title: "Set your foundation",
+    subtitle: "Tell Wardrobe AI how to size, greet, and localize your experience.",
+  },
+  {
+    key: "wardrobeMode",
+    title: "Choose your wardrobe mode",
+    subtitle: "This shapes organization, sizing emphasis, and styling logic, not a separate UI.",
+  },
+  {
+    key: "categories",
+    title: "Choose what you actually wear",
+    subtitle: "We’ll only ask size questions for categories that matter to your real wardrobe.",
+  },
+  {
+    key: "style",
+    title: "Define your style direction",
+    subtitle: "Pick the aesthetics you want AURA to lean into most.",
+  },
+  {
+    key: "body",
+    title: "Add body & fit context",
+    subtitle: "This helps with fit-based sizing and better silhouette recommendations.",
+  },
+  {
+    key: "sizes",
+    title: "Save your default sizes",
+    subtitle: "These defaults prefill new items and make shopping guidance more useful.",
+  },
+  {
+    key: "preferences",
+    title: "Tune preferences",
+    subtitle: "Set colors, accessories, and occasions so recommendations feel more personal.",
+  },
+  {
+    key: "goals",
+    title: "Choose what Wardrobe AI should help with first",
+    subtitle: "This changes what shows up first in Home, Closet, and AURA.",
+  },
+];
+
+function toggleValue(list: string[], value: string) {
+  return list.includes(value) ? list.filter((entry) => entry !== value) : [...list, value];
+}
+
+function humanize(value: string) {
+  return value.replace(/_/g, " ").replace(/\b\w/g, (char) => char.toUpperCase());
+}
+
+function chipSelected(selected: string[] | undefined, value: string) {
+  return Array.isArray(selected) && selected.includes(value);
+}
+
+function sizeSectionTitle(key: string) {
+  if (key === "tops") return "Tops";
+  if (key === "outerwear") return "Outerwear";
+  if (key === "bottoms" || key === "bottomsWaist" || key === "bottomsLength") return "Bottoms";
+  if (key === "dresses") return "Dresses";
+  if (key === "skirts") return "Skirts";
+  if (key === "shoes") return "Footwear";
+  return "Sizing";
+}
+
+export default function OnboardingScreen() {
+  const { user } = useAuth();
+  const { colors } = useAppTheme();
+  const [loading, setLoading] = useState(true);
+  const [saving, setSaving] = useState(false);
+  const [stepIndex, setStepIndex] = useState(0);
+  const [advancedFitOpen, setAdvancedFitOpen] = useState(false);
+  const [draft, setDraft] = useState<UserProfilePreferences>(EMPTY_USER_PROFILE_PREFERENCES);
+
+  useEffect(() => {
+    let cancelled = false;
+    if (!user?.uid) {
+      router.replace("/(auth)/welcome");
+      return;
+    }
+    void loadUserProfilePreferences(user.uid)
+      .then((profile) => {
+        if (cancelled) return;
+        setDraft((prev) => ({
+          ...prev,
+          ...profile,
+          firstName: profile.firstName ?? prev.firstName ?? user.displayName ?? "",
+        }));
+      })
+      .finally(() => {
+        if (!cancelled) setLoading(false);
+      });
+    return () => {
+      cancelled = true;
+    };
+  }, [user?.displayName, user?.uid]);
+
+  const step = STEPS[stepIndex];
+  const progress = (stepIndex + 1) / STEPS.length;
+
+  const units = useMemo(() => {
+    if (draft.unitsPreference === "imperial") {
+      return { length: "in", weight: "lb", shoeRegion: "US", clothingRegion: "US" } as const;
+    }
+    return { length: "cm", weight: "kg", shoeRegion: "EU", clothingRegion: "INTL" } as const;
+  }, [draft.unitsPreference]);
+
+  const adaptiveSizeFields = useMemo(
+    () => getAdaptiveSizeFields(draft.selectedCategories, draft.wardrobeMode),
+    [draft.selectedCategories, draft.wardrobeMode]
+  );
+  const shouldRenderBraSize = useMemo(
+    () => shouldShowAdvancedBraSize(draft.selectedCategories, draft.wardrobeMode),
+    [draft.selectedCategories, draft.wardrobeMode]
+  );
+  const groupedAdaptiveSizeFields = useMemo(() => {
+    const groups = new Map<string, typeof adaptiveSizeFields>();
+    adaptiveSizeFields.forEach((field) => {
+      const section = sizeSectionTitle(field.key);
+      const current = groups.get(section) ?? [];
+      current.push(field);
+      groups.set(section, current);
+    });
+    return Array.from(groups.entries()).map(([title, fields]) => ({ title, fields }));
+  }, [adaptiveSizeFields]);
+
+  async function onFinish() {
+    if (!user?.uid) return;
+    try {
+      setSaving(true);
+      const normalizedSizingDraft = normalizeProfileSizePayload(draft);
+      const profileToSave: UserProfilePreferences = {
+        ...normalizedSizingDraft,
+        onboardingCompleted: true,
+        units,
+        favoriteColors: normalizedSizingDraft.favoriteColors,
+        avoidedColors: normalizedSizingDraft.avoidedColors,
+        defaultSizes: {
+          ...normalizedSizingDraft.defaultSizes,
+          top:
+            normalizedSizingDraft.defaultSizes.top ??
+            normalizedSizingDraft.defaultSizes.tops ??
+            null,
+          tops:
+            normalizedSizingDraft.defaultSizes.tops ??
+            normalizedSizingDraft.defaultSizes.top ??
+            null,
+          bottomWaist:
+            normalizedSizingDraft.defaultSizes.bottomWaist ??
+            normalizedSizingDraft.defaultSizes.bottomsWaist ??
+            normalizedSizingDraft.defaultSizes.bottoms ??
+            null,
+          bottomsWaist:
+            normalizedSizingDraft.defaultSizes.bottomsWaist ??
+            normalizedSizingDraft.defaultSizes.bottomWaist ??
+            null,
+          bottoms:
+            normalizedSizingDraft.defaultSizes.bottoms ??
+            normalizedSizingDraft.defaultSizes.bottomWaist ??
+            null,
+          bottomLength:
+            normalizedSizingDraft.defaultSizes.bottomLength ??
+            normalizedSizingDraft.defaultSizes.bottomsLength ??
+            null,
+          bottomsLength:
+            normalizedSizingDraft.defaultSizes.bottomsLength ??
+            normalizedSizingDraft.defaultSizes.bottomLength ??
+            null,
+        },
+        height: {
+          value: normalizedSizingDraft.body.height ?? null,
+          unit: draft.unitsPreference === "imperial" ? "ft_in" : "cm",
+        },
+        weight: {
+          value: normalizedSizingDraft.body.weight ?? null,
+          unit: draft.unitsPreference === "imperial" ? "lb" : "kg",
+        },
+        stylePreferences: {
+          ...normalizedSizingDraft.stylePreferences,
+          preferredStyles: normalizedSizingDraft.styleAesthetics,
+          favoriteColors: normalizedSizingDraft.favoriteColors,
+          avoidedColors: normalizedSizingDraft.avoidedColors,
+        },
+        fitPreferences: {
+          ...normalizedSizingDraft.fitPreferences,
+          tops:
+            normalizedSizingDraft.preferredFit ??
+            normalizedSizingDraft.fitPreferences.tops ??
+            null,
+        },
+      };
+      await Promise.all([
+        saveUserProfilePreferences(user.uid, profileToSave),
+        saveUserAccountProfile(user.uid, {
+          name: (draft.firstName ?? "").trim() || user.displayName || user.email?.split("@")[0] || null,
+        }),
+      ]);
+      router.replace("/(tabs)");
+    } finally {
+      setSaving(false);
+    }
+  }
+
+  function nextStep() {
+    if (step.key === "categories" && draft.selectedCategories.length === 0) {
+      Alert.alert(
+        "Choose a few categories",
+        "Pick the clothing categories you actually wear so we can tailor the size questions."
+      );
+      return;
+    }
+    if (step.key === "sizes") {
+      const missingRequiredFields = adaptiveSizeFields
+        .filter((field) => field.required)
+        .filter((field) => {
+          const value = draft.defaultSizes[field.key];
+          return !String(value ?? "").trim();
+        });
+      if (missingRequiredFields.length > 0) {
+        Alert.alert(
+          "Finish the key sizes",
+          `Add ${missingRequiredFields[0].label.toLowerCase()} so Wardrobe AI can size recommendations more accurately.`
+        );
+        return;
+      }
+    }
+    if (stepIndex === STEPS.length - 1) {
+      void onFinish();
+      return;
+    }
+    setStepIndex((current) => Math.min(current + 1, STEPS.length - 1));
+  }
+
+  if (loading) {
+    return (
+      <SafeScreen backgroundColor={colors.background} style={{ flex: 1 }}>
+        <View style={{ flex: 1, alignItems: "center", justifyContent: "center", gap: 12 }}>
+          <ActivityIndicator color={colors.aiAccent} />
+          <Text style={{ color: colors.textSecondary }}>Preparing your style profile…</Text>
+        </View>
+      </SafeScreen>
+    );
+  }
+
+  return (
+    <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
+      <KeyboardAvoidingView behavior={Platform.OS === "ios" ? "padding" : undefined} style={{ flex: 1 }}>
+        <ScrollView
+          keyboardShouldPersistTaps="handled"
+          contentContainerStyle={{ paddingHorizontal: 20, paddingBottom: 140, gap: 22 }}
+        >
+          <View style={{ gap: 10 }}>
+            <Text style={{ color: colors.aiAccent, fontSize: 12, fontWeight: "800", letterSpacing: 1.2 }}>
+              WARDROBE AI SETUP
+            </Text>
+            <View
+              style={{
+                height: 6,
+                borderRadius: 999,
+                backgroundColor: "rgba(255,255,255,0.06)",
+                overflow: "hidden",
+              }}
+            >
+              <View style={{ width: `${progress * 100}%`, height: "100%", backgroundColor: colors.aiAccent }} />
+            </View>
+            <Text style={{ color: colors.text, fontSize: 34, fontWeight: "900" }}>{step.title}</Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 16, lineHeight: 24 }}>{step.subtitle}</Text>
+          </View>
+
+          <View
+            style={{
+              backgroundColor: "rgba(255,255,255,0.04)",
+              borderRadius: 28,
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
+              padding: 18,
+              gap: 14,
+            }}
+          >
+            {step.key === "basics" ? (
+              <>
+                <OnboardingInput
+                  label="First name"
+                  value={draft.firstName ?? ""}
+                  onChangeText={(value) => setDraft((prev) => ({ ...prev, firstName: value }))}
+                  placeholder="What should AURA call you?"
+                />
+                <OnboardingInput
+                  label="Region / country"
+                  value={draft.region ?? ""}
+                  onChangeText={(value) => setDraft((prev) => ({ ...prev, region: value }))}
+                  placeholder="e.g. United States"
+                />
+                <ChipGroup
+                  label="Units"
+                  values={["imperial", "metric"]}
+                  selected={[draft.unitsPreference]}
+                  onToggle={(value) => setDraft((prev) => ({ ...prev, unitsPreference: value as UserProfilePreferences["unitsPreference"] }))}
+                />
+              </>
+            ) : null}
+
+            {step.key === "wardrobeMode" ? (
+              <ChipGroup
+                label="Wardrobe mode"
+                values={WARDROBE_MODES as unknown as string[]}
+                selected={[draft.wardrobeMode]}
+                onToggle={(value) => setDraft((prev) => ({ ...prev, wardrobeMode: value as UserProfilePreferences["wardrobeMode"] }))}
+              />
+            ) : null}
+
+            {step.key === "categories" ? (
+              <ChipGroup
+                label="Categories worn"
+                values={ONBOARDING_CATEGORY_OPTIONS as unknown as string[]}
+                selected={draft.selectedCategories}
+                onToggle={(value) =>
+                  setDraft((prev) => ({
+                    ...prev,
+                    selectedCategories: toggleValue(prev.selectedCategories, value),
+                  }))
+                }
+              />
+            ) : null}
+
+            {step.key === "style" ? (
+              <ChipGroup
+                label="Style aesthetics"
+                values={STYLE_OPTIONS as unknown as string[]}
+                selected={draft.styleAesthetics}
+                onToggle={(value) =>
+                  setDraft((prev) => ({
+                    ...prev,
+                    styleAesthetics: toggleValue(prev.styleAesthetics, value),
+                  }))
+                }
+              />
+            ) : null}
+
+            {step.key === "body" ? (
+              <>
+                <OnboardingInput
+                  label={`Height (${draft.unitsPreference === "imperial" ? "ft / in" : "cm"})`}
+                  value={draft.body.height == null ? "" : String(draft.body.height)}
+                  onChangeText={(value) =>
+                    setDraft((prev) => ({
+                      ...prev,
+                      body: { ...prev.body, height: value ? Number(value) : null },
+                    }))
+                  }
+                  keyboardType="numeric"
+                />
+                <OnboardingInput
+                  label={`Weight (${draft.unitsPreference === "imperial" ? "lb" : "kg"})`}
+                  value={draft.body.weight == null ? "" : String(draft.body.weight)}
+                  onChangeText={(value) =>
+                    setDraft((prev) => ({
+                      ...prev,
+                      body: { ...prev.body, weight: value ? Number(value) : null },
+                    }))
+                  }
+                  keyboardType="numeric"
+                />
+                <ChipGroup
+                  label="Preferred fit"
+                  values={FIT_OPTIONS as unknown as string[]}
+                  selected={draft.preferredFit ? [draft.preferredFit] : []}
+                  onToggle={(value) => setDraft((prev) => ({ ...prev, preferredFit: value as UserProfilePreferences["preferredFit"] }))}
+                />
+              </>
+            ) : null}
+
+            {step.key === "sizes" ? (
+              <>
+                <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 22 }}>
+                  We&apos;ll tailor sizing to what you actually wear. Core sizes stay upfront, and deeper fit details are always optional.
+                </Text>
+
+                {groupedAdaptiveSizeFields.map((group) => (
+                  <View
+                    key={group.title}
+                    style={{
+                      gap: 10,
+                      paddingTop: 4,
+                      borderTopWidth: 1,
+                      borderTopColor: "rgba(255,255,255,0.05)",
+                    }}
+                  >
+                    <Text style={{ color: colors.aiAccent, fontSize: 12, fontWeight: "800", letterSpacing: 1.1 }}>
+                      {group.title.toUpperCase()}
+                    </Text>
+                    {group.fields.map((field) => (
+                      <OnboardingInput
+                        key={field.key}
+                        label={`${field.label}${field.required ? "" : " (optional)"}`}
+                        value={String(draft.defaultSizes[field.key] ?? "")}
+                        onChangeText={(value) =>
+                          setDraft((prev) => {
+                            const nextDefaultSizes = { ...prev.defaultSizes, [field.key]: value };
+                            if (field.key === "tops") nextDefaultSizes.top = value;
+                            if (field.key === "bottoms") {
+                              nextDefaultSizes.bottomWaist =
+                                nextDefaultSizes.bottomWaist ?? value;
+                            }
+                            if (field.key === "bottomsWaist") {
+                              nextDefaultSizes.bottomWaist = value;
+                              nextDefaultSizes.bottomsWaist = value;
+                            }
+                            if (field.key === "bottomsLength") nextDefaultSizes.bottomLength = value;
+                            return {
+                              ...prev,
+                              defaultSizes: nextDefaultSizes,
+                            };
+                          })
+                        }
+                        placeholder={field.placeholder}
+                      />
+                    ))}
+                  </View>
+                ))}
+
+                <View
+                  style={{
+                    marginTop: 4,
+                    borderRadius: 22,
+                    borderWidth: 1,
+                    borderColor: "rgba(255,255,255,0.08)",
+                    backgroundColor: "rgba(255,255,255,0.025)",
+                    overflow: "hidden",
+                  }}
+                >
+                  <Pressable
+                    onPress={() => setAdvancedFitOpen((current) => !current)}
+                    style={({ pressed }) => ({
+                      paddingHorizontal: 16,
+                      paddingVertical: 14,
+                      opacity: pressed ? 0.84 : 1,
+                      gap: 4,
+                    })}
+                  >
+                    <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>
+                      Advanced fit details
+                    </Text>
+                    <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 19 }}>
+                      Optional measurements for more precise tailoring and styling.
+                    </Text>
+                  </Pressable>
+
+                  {advancedFitOpen ? (
+                    <View style={{ paddingHorizontal: 16, paddingBottom: 16, gap: 12 }}>
+                      <OnboardingInput
+                        label="Bust (optional)"
+                        value={draft.advancedFit.bust ?? ""}
+                        onChangeText={(value) =>
+                          setDraft((prev) => ({
+                            ...prev,
+                            advancedFit: { ...prev.advancedFit, bust: value },
+                          }))
+                        }
+                      />
+                      <OnboardingInput
+                        label="Waist measurement (optional)"
+                        value={draft.advancedFit.waistMeasurement ?? ""}
+                        onChangeText={(value) =>
+                          setDraft((prev) => ({
+                            ...prev,
+                            advancedFit: { ...prev.advancedFit, waistMeasurement: value },
+                          }))
+                        }
+                      />
+                      <OnboardingInput
+                        label="Hips (optional)"
+                        value={draft.advancedFit.hips ?? ""}
+                        onChangeText={(value) =>
+                          setDraft((prev) => ({
+                            ...prev,
+                            advancedFit: { ...prev.advancedFit, hips: value },
+                          }))
+                        }
+                      />
+                      <OnboardingInput
+                        label="Inseam (optional)"
+                        value={draft.advancedFit.inseam ?? ""}
+                        onChangeText={(value) =>
+                          setDraft((prev) => ({
+                            ...prev,
+                            advancedFit: { ...prev.advancedFit, inseam: value },
+                          }))
+                        }
+                      />
+                      <OnboardingInput
+                        label="Shoulder width (optional)"
+                        value={draft.advancedFit.shoulderWidth ?? ""}
+                        onChangeText={(value) =>
+                          setDraft((prev) => ({
+                            ...prev,
+                            advancedFit: { ...prev.advancedFit, shoulderWidth: value },
+                          }))
+                        }
+                      />
+                      <OnboardingInput
+                        label="Sleeve length (optional)"
+                        value={draft.advancedFit.sleeveLength ?? ""}
+                        onChangeText={(value) =>
+                          setDraft((prev) => ({
+                            ...prev,
+                            advancedFit: { ...prev.advancedFit, sleeveLength: value },
+                          }))
+                        }
+                      />
+                      {shouldRenderBraSize ? (
+                        <OnboardingInput
+                          label="Bra size (optional)"
+                          value={draft.advancedFit.braSize ?? ""}
+                          onChangeText={(value) =>
+                            setDraft((prev) => ({
+                              ...prev,
+                              advancedFit: { ...prev.advancedFit, braSize: value },
+                            }))
+                          }
+                        />
+                      ) : null}
+                    </View>
+                  ) : null}
+                </View>
+              </>
+            ) : null}
+
+            {step.key === "preferences" ? (
+              <>
+                <ChipGroup
+                  label="Favorite colors"
+                  values={COLOR_OPTIONS as unknown as string[]}
+                  selected={draft.favoriteColors}
+                  onToggle={(value) =>
+                    setDraft((prev) => ({ ...prev, favoriteColors: toggleValue(prev.favoriteColors, value) }))
+                  }
+                />
+                <ChipGroup
+                  label="Colors to avoid"
+                  values={COLOR_OPTIONS as unknown as string[]}
+                  selected={draft.avoidedColors}
+                  onToggle={(value) =>
+                    setDraft((prev) => ({ ...prev, avoidedColors: toggleValue(prev.avoidedColors, value) }))
+                  }
+                />
+                <ChipGroup
+                  label="Accessory preferences"
+                  values={ACCESSORY_OPTIONS as unknown as string[]}
+                  selected={draft.accessoryPreferences}
+                  onToggle={(value) =>
+                    setDraft((prev) => ({
+                      ...prev,
+                      accessoryPreferences: toggleValue(prev.accessoryPreferences, value),
+                    }))
+                  }
+                />
+                <ChipGroup
+                  label="Occasions"
+                  values={OCCASION_OPTIONS as unknown as string[]}
+                  selected={draft.occasionPriority}
+                  onToggle={(value) =>
+                    setDraft((prev) => ({
+                      ...prev,
+                      occasionPriority: toggleValue(prev.occasionPriority, value),
+                    }))
+                  }
+                />
+              </>
+            ) : null}
+
+            {step.key === "goals" ? (
+              <ChipGroup
+                label="Goals"
+                values={GOAL_OPTIONS as unknown as string[]}
+                selected={draft.goals}
+                onToggle={(value) =>
+                  setDraft((prev) => ({ ...prev, goals: toggleValue(prev.goals, value) }))
+                }
+              />
+            ) : null}
+          </View>
+        </ScrollView>
+
+        <View
+          style={{
+            paddingHorizontal: 20,
+            paddingTop: 12,
+            paddingBottom: 20,
+            gap: 10,
+            borderTopWidth: 1,
+            borderTopColor: "rgba(255,255,255,0.06)",
+            backgroundColor: colors.background,
+          }}
+        >
+          <Pressable
+            onPress={nextStep}
+            disabled={saving}
+            style={({ pressed }) => ({
+              borderRadius: 18,
+              paddingVertical: 16,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: colors.aiAccent,
+              opacity: saving ? 0.55 : pressed ? 0.86 : 1,
+            })}
+          >
+            <Text style={{ color: "#071018", fontSize: 16, fontWeight: "900" }}>
+              {stepIndex === STEPS.length - 1 ? (saving ? "Saving..." : "Finish setup") : "Continue"}
+            </Text>
+          </Pressable>
+          {stepIndex > 0 ? (
+            <Pressable
+              onPress={() => setStepIndex((current) => Math.max(current - 1, 0))}
+              style={({ pressed }) => ({ alignItems: "center", paddingVertical: 8, opacity: pressed ? 0.72 : 1 })}
+            >
+              <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>Back</Text>
+            </Pressable>
+          ) : null}
+        </View>
+      </KeyboardAvoidingView>
+    </SafeScreen>
+  );
+}
+
+function OnboardingInput({
+  label,
+  value,
+  onChangeText,
+  placeholder,
+  keyboardType,
+}: {
+  label: string;
+  value: string;
+  onChangeText: (value: string) => void;
+  placeholder?: string;
+  keyboardType?: "default" | "numeric";
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={{ gap: 8 }}>
+      <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>{label}</Text>
+      <TextInput
+        value={value}
+        onChangeText={onChangeText}
+        placeholder={placeholder}
+        keyboardType={keyboardType}
+        placeholderTextColor={colors.textSecondary}
+        style={{
+          borderWidth: 1,
+          borderColor: "rgba(255,255,255,0.08)",
+          borderRadius: 18,
+          backgroundColor: "rgba(255,255,255,0.03)",
+          color: colors.text,
+          paddingHorizontal: 16,
+          paddingVertical: 15,
+          fontSize: 16,
+        }}
+      />
+    </View>
+  );
+}
+
+function ChipGroup({
+  label,
+  values,
+  selected,
+  onToggle,
+}: {
+  label: string;
+  values: string[];
+  selected: string[];
+  onToggle: (value: string) => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={{ gap: 10 }}>
+      <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>{label}</Text>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
+        {values.map((value) => {
+          const active = chipSelected(selected, value);
+          return (
+            <Pressable
+              key={value}
+              onPress={() => onToggle(value)}
+              style={({ pressed }) => ({
+                paddingHorizontal: 14,
+                paddingVertical: 10,
+                borderRadius: 999,
+                backgroundColor: active ? "rgba(143,216,255,0.18)" : "rgba(255,255,255,0.04)",
+                borderWidth: 1,
+                borderColor: active ? "rgba(143,216,255,0.4)" : "rgba(255,255,255,0.08)",
+                opacity: pressed ? 0.82 : 1,
+              })}
+            >
+              <Text style={{ color: active ? colors.aiAccent : colors.text, fontWeight: "800", fontSize: 13 }}>
+                {humanize(value)}
+              </Text>
+            </Pressable>
+          );
+        })}
+      </View>
+    </View>
+  );
+}
diff --git a/src/lib/adaptiveSizing.ts b/src/lib/adaptiveSizing.ts
new file mode 100644
index 0000000..993ba89
--- /dev/null
+++ b/src/lib/adaptiveSizing.ts
@@ -0,0 +1,274 @@
+import type {
+  UserProfilePreferences,
+  WardrobeMode,
+} from "@/src/types/UserProfilePreferences";
+
+export const ONBOARDING_CATEGORY_OPTIONS = [
+  "tshirts",
+  "shirts",
+  "polos",
+  "blouses",
+  "tanks",
+  "crop_tops",
+  "sweaters",
+  "hoodies",
+  "jackets",
+  "coats",
+  "blazers",
+  "jeans",
+  "trousers",
+  "shorts",
+  "skirts",
+  "dresses",
+  "sneakers",
+  "loafers",
+  "boots",
+  "heels",
+  "sandals",
+] as const;
+
+export type OnboardingCategory = (typeof ONBOARDING_CATEGORY_OPTIONS)[number];
+
+export type AdaptiveSizeFieldKey =
+  | "tops"
+  | "outerwear"
+  | "bottoms"
+  | "bottomsWaist"
+  | "bottomsLength"
+  | "dresses"
+  | "skirts"
+  | "shoes";
+
+export type AdaptiveSizeField = {
+  key: AdaptiveSizeFieldKey;
+  label: string;
+  placeholder: string;
+  required: boolean;
+  optional?: boolean;
+};
+
+const TOP_CORE = new Set<OnboardingCategory>([
+  "tshirts",
+  "shirts",
+  "polos",
+  "sweaters",
+  "hoodies",
+  "blouses",
+  "tanks",
+  "crop_tops",
+]);
+
+const OUTERWEAR_CORE = new Set<OnboardingCategory>(["jackets", "coats", "blazers"]);
+const BOTTOMS_CORE = new Set<OnboardingCategory>(["jeans", "trousers", "shorts"]);
+const FOOTWEAR_CORE = new Set<OnboardingCategory>([
+  "heels",
+  "sandals",
+  "boots",
+  "sneakers",
+  "loafers",
+]);
+const BRA_RELEVANT = new Set<OnboardingCategory>([
+  "dresses",
+  "blouses",
+  "tanks",
+  "crop_tops",
+]);
+
+function hasAnyCategory(
+  selectedCategories: string[],
+  candidates: Set<OnboardingCategory>,
+) {
+  return selectedCategories.some((category) =>
+    candidates.has(category as OnboardingCategory),
+  );
+}
+
+export function shouldShowAdvancedBraSize(
+  selectedCategories: string[],
+  wardrobeMode: WardrobeMode,
+) {
+  if (
+    wardrobeMode !== "feminine" &&
+    wardrobeMode !== "mixed" &&
+    wardrobeMode !== "custom"
+  ) {
+    return false;
+  }
+  return hasAnyCategory(selectedCategories, BRA_RELEVANT);
+}
+
+export function getAdaptiveSizeFields(
+  selectedCategories: string[],
+  wardrobeMode: WardrobeMode,
+): AdaptiveSizeField[] {
+  const fields: AdaptiveSizeField[] = [];
+  const isMasculineMode = wardrobeMode === "masculine";
+  const isFeminineMode = wardrobeMode === "feminine";
+
+  if (hasAnyCategory(selectedCategories, TOP_CORE)) {
+    fields.push({
+      key: "tops",
+      label: "Tops size",
+      placeholder: isFeminineMode ? "e.g. S, M, 4, 6" : "e.g. M, L, 40",
+      required: true,
+    });
+  }
+
+  if (hasAnyCategory(selectedCategories, OUTERWEAR_CORE)) {
+    fields.push({
+      key: "outerwear",
+      label: "Outerwear size",
+      placeholder: "e.g. M, L, 40, 8",
+      required: true,
+    });
+  }
+
+  if (selectedCategories.includes("dresses")) {
+    fields.push({
+      key: "dresses",
+      label: "Dress size",
+      placeholder: "e.g. S, 4, 38",
+      required: true,
+    });
+  }
+
+  if (selectedCategories.includes("skirts")) {
+    fields.push({
+      key: "skirts",
+      label: "Skirt size",
+      placeholder: "e.g. S, 4, 28",
+      required: true,
+    });
+  }
+
+  if (hasAnyCategory(selectedCategories, BOTTOMS_CORE)) {
+    if (isMasculineMode) {
+      fields.push({
+        key: "bottomsWaist",
+        label: "Bottoms waist",
+        placeholder: "e.g. 30, 32, 34",
+        required: true,
+      });
+      fields.push({
+        key: "bottomsLength",
+        label: "Bottoms length",
+        placeholder: "e.g. 30, 32, regular",
+        required: false,
+        optional: true,
+      });
+      fields.push({
+        key: "bottoms",
+        label: "Bottoms size",
+        placeholder: "Optional fallback size",
+        required: false,
+        optional: true,
+      });
+    } else if (isFeminineMode) {
+      fields.push({
+        key: "bottoms",
+        label: "Bottoms size",
+        placeholder: "e.g. 4, 6, S, M",
+        required: true,
+      });
+      fields.push({
+        key: "bottomsWaist",
+        label: "Bottoms waist",
+        placeholder: "Optional waist measurement",
+        required: false,
+        optional: true,
+      });
+      fields.push({
+        key: "bottomsLength",
+        label: "Bottoms length",
+        placeholder: "Optional length / inseam",
+        required: false,
+        optional: true,
+      });
+    } else {
+      fields.push({
+        key: "bottoms",
+        label: "Bottoms size",
+        placeholder: "e.g. S, M, 30, 32",
+        required: true,
+      });
+      fields.push({
+        key: "bottomsWaist",
+        label: "Bottoms waist",
+        placeholder: "Optional waist measurement",
+        required: false,
+        optional: true,
+      });
+      fields.push({
+        key: "bottomsLength",
+        label: "Bottoms length",
+        placeholder: "Optional length / inseam",
+        required: false,
+        optional: true,
+      });
+    }
+  }
+
+  if (hasAnyCategory(selectedCategories, FOOTWEAR_CORE)) {
+    fields.push({
+      key: "shoes",
+      label: "Shoe size",
+      placeholder: "e.g. US 9, EU 40",
+      required: true,
+    });
+  }
+
+  return fields;
+}
+
+function stringOrNull(value: unknown) {
+  const next = String(value ?? "").trim();
+  return next || null;
+}
+
+export function normalizeProfileSizePayload(
+  draft: UserProfilePreferences,
+): UserProfilePreferences {
+  const defaultSizes = {
+    ...draft.defaultSizes,
+    top: stringOrNull(draft.defaultSizes.top ?? draft.defaultSizes.tops),
+    tops: stringOrNull(draft.defaultSizes.tops ?? draft.defaultSizes.top),
+    outerwear: stringOrNull(draft.defaultSizes.outerwear),
+    bottoms: stringOrNull(draft.defaultSizes.bottoms),
+    bottomWaist: stringOrNull(
+      draft.defaultSizes.bottomWaist ?? draft.defaultSizes.bottomsWaist,
+    ),
+    bottomsWaist: stringOrNull(
+      draft.defaultSizes.bottomsWaist ?? draft.defaultSizes.bottomWaist,
+    ),
+    bottomLength: stringOrNull(
+      draft.defaultSizes.bottomLength ?? draft.defaultSizes.bottomsLength,
+    ),
+    bottomsLength: stringOrNull(
+      draft.defaultSizes.bottomsLength ?? draft.defaultSizes.bottomLength,
+    ),
+    dresses: stringOrNull(draft.defaultSizes.dresses),
+    skirts: stringOrNull(draft.defaultSizes.skirts),
+    shoes: stringOrNull(draft.defaultSizes.shoes),
+  };
+
+  const advancedFit = {
+    bust: stringOrNull(draft.advancedFit.bust),
+    waistMeasurement: stringOrNull(draft.advancedFit.waistMeasurement),
+    hips: stringOrNull(draft.advancedFit.hips),
+    inseam: stringOrNull(draft.advancedFit.inseam),
+    shoulderWidth: stringOrNull(draft.advancedFit.shoulderWidth),
+    sleeveLength: stringOrNull(draft.advancedFit.sleeveLength),
+    braSize: shouldShowAdvancedBraSize(
+      draft.selectedCategories,
+      draft.wardrobeMode,
+    )
+      ? stringOrNull(draft.advancedFit.braSize)
+      : null,
+  };
+
+  return {
+    ...draft,
+    defaultSizes,
+    advancedFit,
+  };
+}
diff --git a/src/lib/userProfile.ts b/src/lib/userProfile.ts
index af7be3f..e1c2717 100644
--- a/src/lib/userProfile.ts
+++ b/src/lib/userProfile.ts
@@ -9,6 +9,29 @@ export type UserAccountProfile = {
 };
 
 export const EMPTY_USER_PROFILE_PREFERENCES: UserProfilePreferences = {
+  onboardingCompleted: false,
+  firstName: null,
+  region: null,
+  unitsPreference: "metric",
+  wardrobeMode: "mixed",
+  selectedCategories: [],
+  styleAesthetics: [],
+  preferredFit: null,
+  favoriteColors: [],
+  avoidedColors: [],
+  accessoryPreferences: [],
+  occasionPriority: [],
+  goals: [],
+  height: {
+    value: null,
+    unit: "cm",
+  },
+  weight: {
+    value: null,
+    unit: "kg",
+  },
+  createdAt: null,
+  updatedAt: null,
   units: {
     length: "cm",
     weight: "kg",
@@ -17,6 +40,7 @@ export const EMPTY_USER_PROFILE_PREFERENCES: UserProfilePreferences = {
   },
   body: {},
   defaultSizes: {},
+  advancedFit: {},
   fitPreferences: {},
   stylePreferences: {},
   closetPreferences: {},
@@ -53,13 +77,57 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
   const root = readRecord(value);
   const units = readRecord(root.units);
   const body = readRecord(root.body);
+  const height = readRecord(root.height);
+  const weight = readRecord(root.weight);
   const defaultSizes = readRecord(root.defaultSizes);
+  const advancedFit = readRecord(root.advancedFit);
   const fitPreferences = readRecord(root.fitPreferences);
   const stylePreferences = readRecord(root.stylePreferences);
   const closetPreferences = readRecord(root.closetPreferences);
   const notifications = readRecord(root.notifications);
 
   return {
+    onboardingCompleted: typeof root.onboardingCompleted === "boolean" ? root.onboardingCompleted : false,
+    firstName: cleanString(root.firstName),
+    region: cleanString(root.region),
+    unitsPreference:
+      root.unitsPreference === "imperial" || root.unitsPreference === "metric"
+        ? root.unitsPreference
+        : units.length === "in" || units.weight === "lb"
+          ? "imperial"
+          : "metric",
+    wardrobeMode:
+      root.wardrobeMode === "masculine" ||
+      root.wardrobeMode === "feminine" ||
+      root.wardrobeMode === "neutral" ||
+      root.wardrobeMode === "mixed" ||
+      root.wardrobeMode === "custom"
+        ? root.wardrobeMode
+        : "mixed",
+    selectedCategories: cleanStringList(root.selectedCategories),
+    styleAesthetics: cleanStringList(root.styleAesthetics),
+    preferredFit:
+      root.preferredFit === "slim" ||
+      root.preferredFit === "regular" ||
+      root.preferredFit === "relaxed" ||
+      root.preferredFit === "oversized"
+        ? root.preferredFit
+        : null,
+    favoriteColors: cleanStringList(root.favoriteColors),
+    avoidedColors: cleanStringList(root.avoidedColors),
+    accessoryPreferences: cleanStringList(root.accessoryPreferences),
+    occasionPriority: cleanStringList(root.occasionPriority),
+    goals: cleanStringList(root.goals),
+    height: {
+      value: cleanNumber(height.value ?? body.height),
+      unit: height.unit === "ft_in" ? "ft_in" : "cm",
+    },
+    weight: {
+      value: cleanNumber(weight.value ?? body.weight),
+      unit: weight.unit === "lb" ? "lb" : "kg",
+    },
+    createdAt: cleanNumber(root.createdAt),
+    updatedAt: cleanNumber(root.updatedAt),
     units: {
       length: units.length === "in" ? "in" : "cm",
       weight: units.weight === "lb" ? "lb" : "kg",
@@ -87,15 +155,30 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
       footLength: cleanNumber(body.footLength),
     },
     defaultSizes: {
+      tops: cleanString(defaultSizes.tops ?? defaultSizes.top),
       top: cleanString(defaultSizes.top),
       outerwear: cleanString(defaultSizes.outerwear),
       hoodie: cleanString(defaultSizes.hoodie),
       formalShirt: cleanString(defaultSizes.formalShirt),
+      bottoms: cleanString(defaultSizes.bottoms ?? defaultSizes.bottomWaist),
       bottomWaist: cleanString(defaultSizes.bottomWaist),
+      bottomsWaist: cleanString(defaultSizes.bottomsWaist ?? defaultSizes.bottomWaist),
+      bottomsLength: cleanString(defaultSizes.bottomsLength ?? defaultSizes.bottomLength),
       bottomLength: cleanString(defaultSizes.bottomLength),
       jeans: cleanString(defaultSizes.jeans),
+      dresses: cleanString(defaultSizes.dresses),
+      skirts: cleanString(defaultSizes.skirts),
       shoes: cleanString(defaultSizes.shoes),
     },
+    advancedFit: {
+      bust: cleanString(advancedFit.bust ?? body.chest),
+      waistMeasurement: cleanString(advancedFit.waistMeasurement ?? body.waist),
+      hips: cleanString(advancedFit.hips ?? body.hips),
+      inseam: cleanString(advancedFit.inseam ?? body.inseam),
+      shoulderWidth: cleanString(advancedFit.shoulderWidth ?? body.shoulders),
+      sleeveLength: cleanString(advancedFit.sleeveLength ?? body.sleeve),
+      braSize: cleanString(advancedFit.braSize),
+    },
     fitPreferences: {
       tops:
         fitPreferences.tops === "slim" ||
@@ -132,9 +215,9 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
           : null,
     },
     stylePreferences: {
-      preferredStyles: cleanStringList(stylePreferences.preferredStyles),
-      favoriteColors: cleanStringList(stylePreferences.favoriteColors),
-      avoidedColors: cleanStringList(stylePreferences.avoidedColors),
+      preferredStyles: cleanStringList(stylePreferences.preferredStyles ?? root.styleAesthetics),
+      favoriteColors: cleanStringList(stylePreferences.favoriteColors ?? root.favoriteColors),
+      avoidedColors: cleanStringList(stylePreferences.avoidedColors ?? root.avoidedColors),
       preferredBrands: cleanStringList(stylePreferences.preferredBrands),
     },
     closetPreferences: {
@@ -201,10 +284,71 @@ export async function saveUserProfilePreferences(
   profilePreferences: UserProfilePreferences,
 ) {
   const normalized = normalizeUserProfilePreferences(profilePreferences);
+  const timestamp = Date.now();
   await setDoc(
     doc(db, "users", uid),
     {
-      profilePreferences: normalized,
+      profilePreferences: {
+        ...normalized,
+        createdAt: normalized.createdAt ?? timestamp,
+        updatedAt: timestamp,
+        height: normalized.height,
+        weight: normalized.weight,
+        stylePreferences: {
+          ...normalized.stylePreferences,
+          preferredStyles: normalized.styleAesthetics,
+          favoriteColors: normalized.favoriteColors,
+          avoidedColors: normalized.avoidedColors,
+        },
+        fitPreferences: {
+          ...normalized.fitPreferences,
+          tops: normalized.preferredFit ?? normalized.fitPreferences.tops ?? null,
+        },
+        defaultSizes: {
+          ...normalized.defaultSizes,
+          top: normalized.defaultSizes.top ?? normalized.defaultSizes.tops ?? null,
+          tops: normalized.defaultSizes.tops ?? normalized.defaultSizes.top ?? null,
+          bottomWaist:
+            normalized.defaultSizes.bottomWaist ?? normalized.defaultSizes.bottoms ?? null,
+          bottomsWaist:
+            normalized.defaultSizes.bottomsWaist ??
+            normalized.defaultSizes.bottomWaist ??
+            normalized.defaultSizes.bottoms ??
+            null,
+          bottoms:
+            normalized.defaultSizes.bottoms ?? normalized.defaultSizes.bottomWaist ?? null,
+          bottomLength:
+            normalized.defaultSizes.bottomLength ?? normalized.defaultSizes.bottomsLength ?? null,
+          bottomsLength:
+            normalized.defaultSizes.bottomsLength ?? normalized.defaultSizes.bottomLength ?? null,
+          dresses: normalized.defaultSizes.dresses ?? null,
+          skirts: normalized.defaultSizes.skirts ?? null,
+        },
+        advancedFit: {
+          ...normalized.advancedFit,
+          bust: normalized.advancedFit.bust ?? null,
+          waistMeasurement: normalized.advancedFit.waistMeasurement ?? null,
+          hips: normalized.advancedFit.hips ?? null,
+          inseam: normalized.advancedFit.inseam ?? null,
+          shoulderWidth: normalized.advancedFit.shoulderWidth ?? null,
+          sleeveLength: normalized.advancedFit.sleeveLength ?? null,
+          braSize: normalized.advancedFit.braSize ?? null,
+        },
+        body: {
+          ...normalized.body,
+          height: normalized.height.value ?? normalized.body.height ?? null,
+          weight: normalized.weight.value ?? normalized.body.weight ?? null,
+          chest: normalized.advancedFit.bust ?? normalized.body.chest ?? null,
+          waist:
+            normalized.advancedFit.waistMeasurement ?? normalized.body.waist ?? null,
+          hips: normalized.advancedFit.hips ?? normalized.body.hips ?? null,
+          inseam: normalized.advancedFit.inseam ?? normalized.body.inseam ?? null,
+          shoulders:
+            normalized.advancedFit.shoulderWidth ?? normalized.body.shoulders ?? null,
+          sleeve:
+            normalized.advancedFit.sleeveLength ?? normalized.body.sleeve ?? null,
+        },
+      },
       profileUpdatedAt: Date.now(),
     },
     { merge: true },
@@ -221,15 +365,23 @@ export function getDefaultSizeForSelection(
   const defaults = profile.defaultSizes;
   if (category === Category.OUTERWEAR) return defaults.outerwear ?? "";
   if (category === Category.FOOTWEAR) return defaults.shoes ?? "";
+  if (category === Category.ONE_PIECE) {
+    if (sub === "dress" && defaults.dresses) return defaults.dresses;
+    return defaults.dresses ?? defaults.tops ?? defaults.top ?? "";
+  }
   if (category === Category.BOTTOM) {
     if (sub === "jeans" && defaults.jeans) return defaults.jeans;
-    const parts = [defaults.bottomWaist, defaults.bottomLength].filter(Boolean);
+    if (sub === "skirt" && defaults.skirts) return defaults.skirts;
+    const parts = [
+      defaults.bottoms ?? defaults.bottomsWaist ?? defaults.bottomWaist,
+      defaults.bottomsLength ?? defaults.bottomLength,
+    ].filter(Boolean);
     return parts.join(" / ");
   }
   if (category === Category.TOP) {
     if (sub === "hoodie" || sub === "sweatshirt") return defaults.hoodie ?? defaults.top ?? "";
     if (sub === "shirt" || sub === "polo") return defaults.formalShirt ?? defaults.top ?? "";
-    return defaults.top ?? "";
+    return defaults.tops ?? defaults.top ?? "";
   }
   return "";
 }
diff --git a/src/types/UserProfilePreferences.ts b/src/types/UserProfilePreferences.ts
index 14d8c94..0737936 100644
--- a/src/types/UserProfilePreferences.ts
+++ b/src/types/UserProfilePreferences.ts
@@ -2,8 +2,34 @@ export type LengthUnit = "cm" | "in";
 export type WeightUnit = "kg" | "lb";
 export type ShoeRegion = "US" | "UK" | "EU";
 export type ClothingRegion = "US" | "UK" | "EU" | "INTL";
+export type UnitsPreference = "imperial" | "metric";
+export type WardrobeMode = "masculine" | "feminine" | "neutral" | "mixed" | "custom";
+export type PreferredFit = "slim" | "regular" | "relaxed" | "oversized";
 
 export type UserProfilePreferences = {
+  onboardingCompleted: boolean;
+  firstName?: string | null;
+  region?: string | null;
+  unitsPreference: UnitsPreference;
+  wardrobeMode: WardrobeMode;
+  selectedCategories: string[];
+  styleAesthetics: string[];
+  preferredFit?: PreferredFit | null;
+  favoriteColors: string[];
+  avoidedColors: string[];
+  accessoryPreferences: string[];
+  occasionPriority: string[];
+  goals: string[];
+  height: {
+    value: number | null;
+    unit: "cm" | "ft_in";
+  };
+  weight: {
+    value: number | null;
+    unit: "kg" | "lb";
+  };
+  createdAt?: number | null;
+  updatedAt?: number | null;
   units: {
     length: LengthUnit;
     weight: WeightUnit;
@@ -24,15 +50,30 @@ export type UserProfilePreferences = {
     footLength?: number | null;
   };
   defaultSizes: {
+    tops?: string | null;
     top?: string | null;
     outerwear?: string | null;
     hoodie?: string | null;
     formalShirt?: string | null;
+    bottoms?: string | null;
     bottomWaist?: string | null;
+    bottomsLength?: string | null;
     bottomLength?: string | null;
     jeans?: string | null;
+    dresses?: string | null;
+    skirts?: string | null;
+    bottomsWaist?: string | null;
     shoes?: string | null;
   };
+  advancedFit: {
+    bust?: string | null;
+    waistMeasurement?: string | null;
+    hips?: string | null;
+    inseam?: string | null;
+    shoulderWidth?: string | null;
+    sleeveLength?: string | null;
+    braSize?: string | null;
+  };
   fitPreferences: {
     tops?: "slim" | "regular" | "relaxed" | "oversized" | null;
     outerwear?: "slim" | "regular" | "roomy" | null;

From a942c83d320833f168d98991b0aec36685938aa3 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:46:36 -0500
Subject: [PATCH 04/93] feat(personalization): adapt home, closet, and aura to
 style profile

---
 app/(tabs)/closet.tsx                       |  84 ++++++-
 app/(tabs)/index.tsx                        | 205 +++++++++++++++--
 functions/src/shared/buildAuraContext.ts    |  16 ++
 functions/src/shared/loadAuraUserProfile.ts |  47 ++++
 src/lib/styleProfile.ts                     | 243 ++++++++++++++++++++
 5 files changed, 566 insertions(+), 29 deletions(-)
 create mode 100644 src/lib/styleProfile.ts

diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index a0264f8..c18a4c1 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -24,32 +24,43 @@ import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import {
   type CanonicalCategory,
   type ClosetItem,
-  type ClothingStatus,
   listenToItems,
   toCanonicalCategory,
 } from "@/src/lib/items";
+import { getStyleProfileConfig } from "@/src/lib/styleProfile";
+import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import { sanitizeDisplayText } from "@/src/lib/text";
+import type { ClothingStatus } from "@/src/types/ClothingItem";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 
 type SortMode = "RECENTLY_ADDED" | "RECENTLY_WORN" | "BRAND" | "MOST_WORN";
 type CategoryKey = CanonicalCategory;
 
-const CATEGORY_ORDER: CategoryKey[] = ["top", "outerwear", "bottom", "shoes", "accessory"];
 const CATEGORY_LABELS: Record<CategoryKey, string> = {
   top: "Tops",
+  one_piece: "One-pieces",
   outerwear: "Outerwear",
   bottom: "Bottoms",
   shoes: "Footwear",
   accessory: "Accessories",
 };
 
-const SUBCATEGORY_GROUPS: Record<CategoryKey, Array<{ label: string; matches: string[] }>> = {
+const SUBCATEGORY_GROUPS: Record<CategoryKey, { label: string; matches: string[] }[]> = {
   top: [
     { label: "T-shirts", matches: ["t-shirt", "tshirt", "tee"] },
     { label: "Shirts", matches: ["shirt", "dress shirt"] },
+    { label: "Blouses", matches: ["blouse"] },
+    { label: "Crop tops", matches: ["crop_top", "crop top"] },
     { label: "Polos", matches: ["polo"] },
+    { label: "Tanks", matches: ["tank"] },
     { label: "Sweaters", matches: ["sweater", "knit", "jumper"] },
     { label: "Hoodies", matches: ["hoodie", "sweatshirt"] },
   ],
+  one_piece: [
+    { label: "Dresses", matches: ["dress"] },
+    { label: "Jumpsuits & rompers", matches: ["jumpsuit", "romper"] },
+    { label: "Matching sets", matches: ["set", "matching_set"] },
+  ],
   outerwear: [
     { label: "Jackets", matches: ["jacket"] },
     { label: "Coats", matches: ["coat", "parka", "trench"] },
@@ -61,32 +72,35 @@ const SUBCATEGORY_GROUPS: Record<CategoryKey, Array<{ label: string; matches: st
     { label: "Trousers", matches: ["trousers", "pants", "slacks"] },
     { label: "Joggers", matches: ["joggers", "sweatpants"] },
     { label: "Shorts", matches: ["shorts"] },
+    { label: "Skirts", matches: ["skirt"] },
   ],
   shoes: [
     { label: "Sneakers", matches: ["sneaker", "sneakers", "trainer"] },
     { label: "Loafers", matches: ["loafer", "loafers"] },
     { label: "Boots", matches: ["boot", "boots"] },
+    { label: "Heels", matches: ["heel", "heels"] },
     { label: "Sandals", matches: ["sandal", "sandals", "slides"] },
   ],
   accessory: [
     { label: "Watches", matches: ["watch", "watches"] },
-    { label: "Bags", matches: ["bag", "bags", "backpack", "tote"] },
+    { label: "Bags", matches: ["bag", "bags", "backpack", "tote", "handbag"] },
     { label: "Perfumes", matches: ["perfume", "fragrance", "cologne"] },
-    { label: "Jewelry", matches: ["jewelry", "jewellery", "necklace", "ring", "bracelet"] },
+    { label: "Jewelry", matches: ["jewelry", "jewellery", "necklace", "ring", "bracelet", "earrings"] },
     { label: "Belts", matches: ["belt", "belts"] },
     { label: "Sunglasses", matches: ["sunglasses", "glasses"] },
     { label: "Caps", matches: ["cap", "caps", "hat", "beanie"] },
+    { label: "Scarves", matches: ["scarf", "scarves"] },
   ],
 };
 
-const SORT_OPTIONS: Array<{ key: SortMode; label: string }> = [
+const SORT_OPTIONS: { key: SortMode; label: string }[] = [
   { key: "RECENTLY_ADDED", label: "Recently added" },
   { key: "RECENTLY_WORN", label: "Recently worn" },
   { key: "BRAND", label: "Brand" },
   { key: "MOST_WORN", label: "Most worn" },
 ];
 
-const STATUS_OPTIONS: Array<{ key: "ALL" | ClothingStatus; label: string }> = [
+const STATUS_OPTIONS: { key: "ALL" | ClothingStatus; label: string }[] = [
   { key: "ALL", label: "All" },
   { key: "AVAILABLE", label: "Available" },
   { key: "WORN", label: "Worn" },
@@ -156,8 +170,12 @@ function sortItems(items: ClosetItem[], sortMode: SortMode) {
   return next;
 }
 
-function buildSections(items: ClosetItem[]) {
-  return CATEGORY_ORDER.map((category) => {
+function buildSections(
+  items: ClosetItem[],
+  categoryOrder: CategoryKey[],
+  emphasizedSubcategories: string[],
+) {
+  return categoryOrder.map((category) => {
     const inCategory = items.filter((item) => toCanonicalCategory(item.category) === category);
     const buckets = new Map<string, ClosetItem[]>();
     inCategory.forEach((item) => {
@@ -169,6 +187,14 @@ function buildSections(items: ClosetItem[]) {
     const subcategories = Array.from(buckets.entries())
       .map(([label, groupedItems]) => ({ label, items: groupedItems }))
       .sort((a, b) => {
+        const aMatches = SUBCATEGORY_GROUPS[category]
+          .find((option) => option.label === a.label)
+          ?.matches.some((term) => emphasizedSubcategories.includes(term));
+        const bMatches = SUBCATEGORY_GROUPS[category]
+          .find((option) => option.label === b.label)
+          ?.matches.some((term) => emphasizedSubcategories.includes(term));
+        if (aMatches && !bMatches) return -1;
+        if (bMatches && !aMatches) return 1;
         if (a.label === "Other") return 1;
         if (b.label === "Other") return -1;
         return a.label.localeCompare(b.label);
@@ -188,6 +214,7 @@ export default function ClosetScreen() {
   const layout = useResponsiveLayout();
   const uid = user?.uid ?? null;
   const [items, setItems] = useState<ClosetItem[]>([]);
+  const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
   const [loading, setLoading] = useState(true);
   const [search, setSearch] = useState("");
   const [sortMode, setSortMode] = useState<SortMode>("RECENTLY_ADDED");
@@ -198,6 +225,7 @@ export default function ClosetScreen() {
   const [filtersOpen, setFiltersOpen] = useState(false);
   const [expandedSections, setExpandedSections] = useState<Record<string, boolean>>({
     top: true,
+    one_piece: true,
     outerwear: true,
     bottom: true,
     shoes: true,
@@ -213,7 +241,7 @@ export default function ClosetScreen() {
   useEffect(() => {
     if (!uid) {
       setLoading(false);
-      router.replace("/(auth)/login");
+      router.replace("/(auth)/welcome");
       return;
     }
     setLoading(true);
@@ -229,6 +257,35 @@ export default function ClosetScreen() {
     return () => unsub();
   }, [uid]);
 
+  useEffect(() => {
+    let cancelled = false;
+    if (!uid) {
+      setProfilePreferences(null);
+      return () => {
+        cancelled = true;
+      };
+    }
+    void loadUserProfilePreferences(uid)
+      .then((profile) => {
+        if (!cancelled) setProfilePreferences(profile);
+      })
+      .catch(() => {
+        if (!cancelled) setProfilePreferences(null);
+      });
+    return () => {
+      cancelled = true;
+    };
+  }, [uid]);
+
+  const styleProfile = useMemo(
+    () => getStyleProfileConfig(profilePreferences),
+    [profilePreferences]
+  );
+  const categoryOrder = useMemo(
+    () => styleProfile.categoryOrder as CategoryKey[],
+    [styleProfile.categoryOrder]
+  );
+
   const brandOptions = useMemo(() => {
     const values = Array.from(
       new Set(
@@ -269,7 +326,10 @@ export default function ClosetScreen() {
     );
   }, [brandFilter, categoryFilter, colorFilter, items, search, sortMode, statusFilter]);
 
-  const sections = useMemo(() => buildSections(filteredItems), [filteredItems]);
+  const sections = useMemo(
+    () => buildSections(filteredItems, categoryOrder, styleProfile.emphasizedSubcategories),
+    [categoryOrder, filteredItems, styleProfile.emphasizedSubcategories]
+  );
   const visibleCount = filteredItems.length;
 
   return (
@@ -369,7 +429,7 @@ export default function ClosetScreen() {
         colorFilter={colorFilter}
         sortOptions={SORT_OPTIONS}
         statusOptions={STATUS_OPTIONS}
-        categoryOptions={[{ key: "ALL", label: "All categories" }, ...CATEGORY_ORDER.map((key) => ({ key, label: CATEGORY_LABELS[key] }))]}
+        categoryOptions={[{ key: "ALL", label: "All categories" }, ...categoryOrder.map((key) => ({ key, label: CATEGORY_LABELS[key] }))]}
         brandOptions={brandOptions}
         colorOptions={colorOptions}
         onChangeSort={setSortMode}
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index b9eac39..13295a2 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -27,8 +27,11 @@ import { buildVisiblePreferenceHint, loadAssistantProfile } from "@/src/lib/assi
 import { loadChatMessages, loadLatestChatThread, type AIChatThread } from "@/src/lib/aiChats";
 import { auraLookToPlannedOutfit, loadLatestSavedAuraLook, saveAuraLook } from "@/src/lib/auraLooks";
 import { listenToItems } from "@/src/lib/items";
+import { getStyleProfileConfig } from "@/src/lib/styleProfile";
+import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLookAction, AuraResponse } from "@/src/types/aura";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 import { savePlannedRecord, subscribeOutfitByDate, type DailyOutfitRecord } from "@/src/utils/dailyOutfits";
 
 function toMillis(value: unknown): number {
@@ -90,10 +93,11 @@ export default function HomeScreen() {
   const [latestChatThread, setLatestChatThread] = useState<AIChatThread | null>(null);
   const [latestAuraLookResponse, setLatestAuraLookResponse] = useState<AuraResponse | null>(null);
   const [latestSavedLook, setLatestSavedLook] = useState<import("@/src/lib/auraLooks").SavedAuraLookRecord | null>(null);
+  const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
 
   useEffect(() => {
     if (!uid) {
-      router.replace("/(auth)/login");
+      router.replace("/(auth)/welcome");
       return;
     }
 
@@ -143,15 +147,17 @@ export default function HomeScreen() {
           return;
         }
         try {
-          const [profile, latestChat, savedLook] = await Promise.all([
+          const [assistantProfile, latestChat, savedLook, userProfilePreferences] = await Promise.all([
             loadAssistantProfile(uid),
             loadLatestChatThread(uid),
             loadLatestSavedAuraLook(uid),
+            loadUserProfilePreferences(uid),
           ]);
           if (!active) return;
-          setAssistantHint(buildVisiblePreferenceHint(profile));
+          setAssistantHint(buildVisiblePreferenceHint(assistantProfile));
           setLatestChatThread(latestChat);
           setLatestSavedLook(savedLook);
+          setProfilePreferences(userProfilePreferences);
           if (latestChat?.chatId) {
             const chatMessages = await loadChatMessages(uid, latestChat.chatId);
             if (!active) return;
@@ -168,6 +174,7 @@ export default function HomeScreen() {
           setLatestChatThread(null);
           setLatestAuraLookResponse(null);
           setLatestSavedLook(null);
+          setProfilePreferences(null);
         }
       })();
       return () => {
@@ -177,8 +184,17 @@ export default function HomeScreen() {
   );
 
   const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
+  const styleProfile = useMemo(
+    () => getStyleProfileConfig(profilePreferences),
+    [profilePreferences]
+  );
 
-  const displayName = (user?.displayName ?? user?.email?.split("@")[0] ?? "there").trim();
+  const displayName = (
+    profilePreferences?.firstName ??
+    user?.displayName ??
+    user?.email?.split("@")[0] ??
+    "there"
+  ).trim();
   const headerGreeting = `${greeting}, ${displayName}`;
 
   const weatherLabel = useMemo(() => {
@@ -203,7 +219,8 @@ export default function HomeScreen() {
   const unwornCount = useMemo(
     () =>
       items.filter((item) => {
-        const wearCount = typeof item.wearCount === "number" ? item.wearCount : 0;
+        const wearCount =
+          typeof item.wearCountSinceWash === "number" ? item.wearCountSinceWash : 0;
         return item.status === "AVAILABLE" && wearCount === 0;
       }).length,
     [items]
@@ -213,8 +230,16 @@ export default function HomeScreen() {
     () =>
       [...items]
         .sort((a, b) => {
-          const aMs = Math.max(toMillis(a.updatedAt), toMillis(a.createdAt));
-          const bMs = Math.max(toMillis(b.updatedAt), toMillis(b.createdAt));
+          const aMs = Math.max(
+            toMillis(a.createdAt),
+            toMillis(a.cleanedUpdatedAt),
+            toMillis(a.colorUpdatedAt)
+          );
+          const bMs = Math.max(
+            toMillis(b.createdAt),
+            toMillis(b.cleanedUpdatedAt),
+            toMillis(b.colorUpdatedAt)
+          );
           return bMs - aMs;
         })
         .slice(0, 8),
@@ -224,6 +249,16 @@ export default function HomeScreen() {
   const hasMinimalWardrobe = availableCount < 4;
   const latestLook = latestAuraLookResponse?.look ?? latestSavedLook?.look ?? null;
   const proactiveLookMeta = useMemo(() => {
+    const leansDressy = styleProfile.recommendationEmphasis.some((value) =>
+      ["date_night", "going_out", "dress_styling"].includes(value)
+    );
+    const leansCasual = styleProfile.recommendationEmphasis.some((value) =>
+      ["casual_everyday", "streetwear", "weekend"].includes(value)
+    );
+    const leansTailored = styleProfile.recommendationEmphasis.some((value) =>
+      ["smart_casual", "office", "formal"].includes(value)
+    );
+
     if (latestAuraLookResponse?.look) {
       return {
         eyebrow: latestAuraLookResponse.look.addToComplete.length ? "COMPLETE THE LOOK" : "BUILT FROM YOUR WARDROBE",
@@ -282,6 +317,33 @@ export default function HomeScreen() {
         secondaryPrompt: "What should I buy first to unlock stronger outfits?",
       };
     }
+    if (leansDressy) {
+      return {
+        eyebrow: "GOOD FOR TONIGHT",
+        fallbackTitle: "A polished night direction",
+        fallbackBody: "AURA can build around the dressier side of your wardrobe and still keep it closet-first.",
+        primaryPrompt: "Plan a date-night or going-out look using the categories I actually wear.",
+        secondaryPrompt: "Style a sharper evening outfit from my wardrobe.",
+      };
+    }
+    if (leansTailored) {
+      return {
+        eyebrow: "SMARTER EVERYDAY",
+        fallbackTitle: "Pulled together and sharp",
+        fallbackBody: "AURA can lean into blazers, trousers, and cleaner layers for a more polished daily direction.",
+        primaryPrompt: "Build a smart casual or office-ready outfit using the categories I wear most.",
+        secondaryPrompt: "Show a sharper version that still feels easy.",
+      };
+    }
+    if (leansCasual) {
+      return {
+        eyebrow: "BUILT FOR EVERYDAY",
+        fallbackTitle: "Easy and lived-in",
+        fallbackBody: "AURA can lean into your casual rotation and keep it intentional without overcomplicating it.",
+        primaryPrompt: "Build a casual everyday look using the categories I wear most.",
+        secondaryPrompt: "Give it a streetwear edge using only my closet.",
+      };
+    }
     return {
       eyebrow: "GOOD FOR TONIGHT",
       fallbackTitle: "A sharper direction",
@@ -293,22 +355,131 @@ export default function HomeScreen() {
     hasMinimalWardrobe,
     latestAuraLookResponse?.look,
     latestSavedLook,
+    styleProfile.recommendationEmphasis,
     unwornCount,
     weather.permission,
     weather.state,
     weather.tempC,
   ]);
 
-  const starterPrompts = useMemo<QuickActionItem[]>(
-    () => [
-      { key: "today", label: "Build today’s look", prompt: "Build an outfit for today from my wardrobe." },
-      { key: "weather", label: "Dress for weather", prompt: "Build me a weather-aware outfit using what I own." },
-      { key: "unworn", label: "Use unworn items", prompt: "Create a look using pieces I have not worn much." },
-      { key: "trip", label: "Pack a trip", prompt: "Help me plan a compact travel wardrobe from my closet." },
-      { key: "elevate", label: "Dress this up", prompt: "Elevate one of my casual outfits into something sharper." },
-    ],
-    []
-  );
+  const starterPrompts = useMemo<QuickActionItem[]>(() => {
+    const byKey: Record<string, QuickActionItem> = {
+      today: {
+        key: "today",
+        label: "Style me today",
+        prompt: "Build an outfit for today from my wardrobe.",
+      },
+      weather: {
+        key: "weather",
+        label: "Dress for weather",
+        prompt: "Build me a weather-aware outfit using what I own.",
+      },
+      unworn: {
+        key: "unworn",
+        label: "Use unworn items",
+        prompt: "Create a look using pieces I have not worn much.",
+      },
+      closet: {
+        key: "closet",
+        label: "Use only my closet",
+        prompt: "Build a strong outfit using only my closet.",
+      },
+      elevate: {
+        key: "elevate",
+        label: "Dress this up",
+        prompt: "Elevate one of my casual outfits into something sharper.",
+      },
+      shopping: {
+        key: "shopping",
+        label: "Find key gaps",
+        prompt: "Review my wardrobe and suggest the smartest missing pieces to buy next.",
+      },
+      packing: {
+        key: "packing",
+        label: "Pack a trip",
+        prompt: "Help me plan a compact travel wardrobe from my closet.",
+      },
+      confidence: {
+        key: "confidence",
+        label: "Build confidence",
+        prompt: "Give me an easy, confidence-boosting outfit from my wardrobe.",
+      },
+      accessories: {
+        key: "accessories",
+        label: "Push accessories",
+        prompt: `Build an outfit that leans into ${styleProfile.emphasizedAccessories.slice(0, 2).join(" and ") || "my accessories"}.`,
+      },
+      date_night: {
+        key: "date_night",
+        label: "Date night",
+        prompt: "Build a date-night look using the categories I actually wear.",
+      },
+      dress_up: {
+        key: "dress_up",
+        label: "Going out",
+        prompt: "Style a more elevated going-out outfit from my wardrobe.",
+      },
+      streetwear: {
+        key: "streetwear",
+        label: "More street",
+        prompt: "Build a streetwear-leaning look using hoodies, sneakers, and other categories I wear most.",
+      },
+      casual: {
+        key: "casual",
+        label: "Casual clean",
+        prompt: "Build an easy casual outfit using the categories I actually wear most.",
+      },
+      office: {
+        key: "office",
+        label: "Office ready",
+        prompt: "Build a smart office-ready outfit using blazers, trousers, and other categories I wear.",
+      },
+      smart_casual: {
+        key: "smart_casual",
+        label: "Smart casual",
+        prompt: "Build a smart casual outfit that feels polished but wearable.",
+      },
+    };
+
+    const goalOrder = styleProfile.prioritizedGoals.flatMap((goal) => {
+      if (goal === "shopping_suggestions") return ["shopping", "today"];
+      if (goal === "packing_help") return ["packing", "weather"];
+      if (goal === "laundry_reminders") return ["closet", "unworn"];
+      if (goal === "styling_confidence") return ["confidence", "today"];
+      return ["today", "elevate"];
+    });
+
+    const aestheticOrder = profilePreferences?.styleAesthetics.includes("luxury")
+      ? ["elevate", "shopping"]
+      : profilePreferences?.styleAesthetics.includes("sporty")
+        ? ["weather", "closet"]
+        : profilePreferences?.styleAesthetics.includes("minimal")
+          ? ["closet", "today"]
+          : [];
+
+    const orderedKeys = Array.from(
+      new Set([
+        ...styleProfile.starterPromptPresets,
+        ...goalOrder,
+        ...aestheticOrder,
+        "today",
+        "weather",
+        "closet",
+        "elevate",
+        styleProfile.emphasizedAccessories.length ? "accessories" : "",
+        "packing",
+        "shopping",
+        "unworn",
+      ].filter(Boolean))
+    ).slice(0, 5);
+
+    return orderedKeys.map((key) => byKey[key]).filter(Boolean);
+  }, [
+    profilePreferences?.styleAesthetics,
+    styleProfile.emphasizedAccessories,
+    styleProfile.prioritizedGoals,
+    styleProfile.starterPromptPresets,
+  ]);
 
   const openAIWithPrompt = React.useCallback((prompt?: string) => {
     if (prompt) {
diff --git a/functions/src/shared/buildAuraContext.ts b/functions/src/shared/buildAuraContext.ts
index 110509e..53dbfe4 100644
--- a/functions/src/shared/buildAuraContext.ts
+++ b/functions/src/shared/buildAuraContext.ts
@@ -12,6 +12,12 @@ type WardrobeItem = {
   status?: string;
   inLaundry?: boolean;
   isDraft?: boolean;
+  photoUrl?: string | null;
+  images?: {
+    originalUrl?: string | null;
+    cleanedUrl?: string | null;
+    isPrimary?: boolean;
+  }[] | null;
 };
 
 type AuraContextArgs = {
@@ -177,6 +183,16 @@ export function buildAuraContext({
       type: String(item.type ?? "").trim(),
       color: pickColor(item),
       status: String(item.status ?? "").trim(),
+      primaryImageUrl:
+        String(
+          item.images?.find((image) => image?.isPrimary)?.cleanedUrl ??
+            item.images?.find((image) => image?.isPrimary)?.originalUrl ??
+            item.images?.[0]?.cleanedUrl ??
+            item.images?.[0]?.originalUrl ??
+            item.photoUrl ??
+            "",
+        ).trim(),
+      imageCount: String(Array.isArray(item.images) ? item.images.length : 0),
     };
 
     if (item.isDraft) {
diff --git a/functions/src/shared/loadAuraUserProfile.ts b/functions/src/shared/loadAuraUserProfile.ts
index 5978d5c..39fb215 100644
--- a/functions/src/shared/loadAuraUserProfile.ts
+++ b/functions/src/shared/loadAuraUserProfile.ts
@@ -7,10 +7,57 @@ function cleanString(value: unknown) {
   return text || null;
 }
 
+function cleanStringList(value: unknown) {
+  if (!Array.isArray(value)) return [];
+  return value
+    .map((entry) => cleanString(entry))
+    .filter(Boolean) as string[];
+}
+
+function cleanWardrobeMode(value: unknown) {
+  const next = String(value ?? "").trim();
+  if (
+    next === "masculine" ||
+    next === "feminine" ||
+    next === "neutral" ||
+    next === "mixed" ||
+    next === "custom"
+  ) {
+    return next;
+  }
+  return "mixed";
+}
+
+function cleanPreferredFit(value: unknown) {
+  const next = String(value ?? "").trim();
+  if (
+    next === "slim" ||
+    next === "regular" ||
+    next === "relaxed" ||
+    next === "oversized"
+  ) {
+    return next;
+  }
+  return null;
+}
+
 export async function loadAuraUserProfile(uid: string) {
   const snap = await db.collection("users").doc(uid).get();
   const data = snap.data() ?? {};
+  const profilePreferences =
+    data.profilePreferences && typeof data.profilePreferences === "object"
+      ? (data.profilePreferences as Record<string, unknown>)
+      : {};
   return {
     name: cleanString(data.name),
+    firstName: cleanString(profilePreferences.firstName),
+    region: cleanString(profilePreferences.region),
+    wardrobeMode: cleanWardrobeMode(profilePreferences.wardrobeMode),
+    selectedCategories: cleanStringList(profilePreferences.selectedCategories),
+    styleAesthetics: cleanStringList(profilePreferences.styleAesthetics),
+    preferredFit: cleanPreferredFit(profilePreferences.preferredFit),
+    occasionPriority: cleanStringList(profilePreferences.occasionPriority),
+    accessoryPreferences: cleanStringList(profilePreferences.accessoryPreferences),
+    goals: cleanStringList(profilePreferences.goals),
   };
 }
diff --git a/src/lib/styleProfile.ts b/src/lib/styleProfile.ts
new file mode 100644
index 0000000..16ec2d4
--- /dev/null
+++ b/src/lib/styleProfile.ts
@@ -0,0 +1,243 @@
+import type { UserProfilePreferences, WardrobeMode } from "@/src/types/UserProfilePreferences";
+
+export type StyleProfileCategory =
+  | "top"
+  | "one_piece"
+  | "outerwear"
+  | "bottom"
+  | "shoes"
+  | "accessory";
+
+export type StyleProfileConfig = {
+  categoryOrder: StyleProfileCategory[];
+  emphasizedSubcategories: string[];
+  emphasizedAccessories: string[];
+  prioritizedGoals: string[];
+  recommendationEmphasis: string[];
+  starterPromptPresets: string[];
+};
+
+const MASCULINE_ORDER: StyleProfileCategory[] = [
+  "top",
+  "outerwear",
+  "bottom",
+  "shoes",
+  "accessory",
+  "one_piece",
+];
+
+const FEMININE_ORDER: StyleProfileCategory[] = [
+  "top",
+  "one_piece",
+  "outerwear",
+  "bottom",
+  "shoes",
+  "accessory",
+];
+
+const BALANCED_ORDER: StyleProfileCategory[] = [
+  "top",
+  "one_piece",
+  "outerwear",
+  "bottom",
+  "shoes",
+  "accessory",
+];
+
+function unique(values: (string | null | undefined)[]) {
+  return Array.from(
+    new Set(
+      values
+        .map((value) => String(value ?? "").trim())
+        .filter(Boolean),
+    ),
+  );
+}
+
+function modeSubcategories(mode: WardrobeMode) {
+  if (mode === "masculine") {
+    return ["shirt", "tshirt", "jacket", "jeans", "sneaker", "watch", "cap"];
+  }
+  if (mode === "feminine") {
+    return ["dress", "skirt", "blouse", "crop_top", "heel", "handbag", "necklace"];
+  }
+  if (mode === "neutral") {
+    return ["shirt", "blouse", "trousers", "sneaker", "loafer", "bag"];
+  }
+  return ["shirt", "blouse", "dress", "jeans", "sneaker", "heel", "bag"];
+}
+
+function modeAccessories(mode: WardrobeMode) {
+  if (mode === "masculine") return ["watch", "cap", "belt", "sunglasses", "perfume"];
+  if (mode === "feminine") return ["handbag", "necklace", "bracelet", "earrings", "sunglasses", "perfume"];
+  if (mode === "neutral") return ["bag", "watch", "sunglasses", "scarf", "perfume"];
+  return ["watch", "handbag", "necklace", "bracelet", "cap", "sunglasses"];
+}
+
+function orderForMode(mode: WardrobeMode) {
+  if (mode === "masculine") return MASCULINE_ORDER;
+  if (mode === "feminine") return FEMININE_ORDER;
+  return BALANCED_ORDER;
+}
+
+function categoryBias(selectedCategories: string[]) {
+  const has = (value: string) => selectedCategories.includes(value);
+  return {
+    dresses: has("dresses"),
+    skirts: has("skirts"),
+    heels: has("heels"),
+    tops: selectedCategories.some((value) =>
+      ["tshirts", "shirts", "polos", "blouses", "tanks", "crop_tops", "sweaters", "hoodies"].includes(value)
+    ),
+    casual: selectedCategories.some((value) =>
+      ["tshirts", "hoodies", "sneakers", "shorts"].includes(value)
+    ),
+    tailoring: selectedCategories.some((value) =>
+      ["shirts", "blazers", "trousers", "loafers"].includes(value)
+    ),
+  };
+}
+
+function orderForSelectedCategories(mode: WardrobeMode, selectedCategories: string[]) {
+  if (!selectedCategories.length) return orderForMode(mode);
+  const bias = categoryBias(selectedCategories);
+  if (bias.dresses || bias.skirts || bias.heels) {
+    return ["one_piece", "top", "bottom", "outerwear", "shoes", "accessory"] as StyleProfileCategory[];
+  }
+  if (bias.tailoring) {
+    return ["outerwear", "bottom", "top", "shoes", "accessory", "one_piece"] as StyleProfileCategory[];
+  }
+  if (bias.casual) {
+    return ["top", "shoes", "outerwear", "bottom", "accessory", "one_piece"] as StyleProfileCategory[];
+  }
+  if (bias.tops) {
+    return ["top", "outerwear", "bottom", "shoes", "accessory", "one_piece"] as StyleProfileCategory[];
+  }
+  return orderForMode(mode);
+}
+
+function subcategoriesFromSelectedCategories(selectedCategories: string[]) {
+  return selectedCategories.flatMap((category) => {
+    switch (category) {
+      case "tshirts":
+        return ["tshirt", "tee"];
+      case "shirts":
+        return ["shirt"];
+      case "polos":
+        return ["polo"];
+      case "blouses":
+        return ["blouse"];
+      case "tanks":
+        return ["tank"];
+      case "crop_tops":
+        return ["crop_top"];
+      case "sweaters":
+        return ["sweater"];
+      case "hoodies":
+        return ["hoodie"];
+      case "jackets":
+        return ["jacket"];
+      case "coats":
+        return ["coat"];
+      case "blazers":
+        return ["blazer"];
+      case "jeans":
+        return ["jeans"];
+      case "trousers":
+        return ["trousers"];
+      case "shorts":
+        return ["shorts"];
+      case "skirts":
+        return ["skirt"];
+      case "dresses":
+        return ["dress"];
+      case "sneakers":
+        return ["sneaker"];
+      case "loafers":
+        return ["loafer"];
+      case "boots":
+        return ["boot"];
+      case "heels":
+        return ["heel"];
+      case "sandals":
+        return ["sandal"];
+      default:
+        return [];
+    }
+  });
+}
+
+function accessoriesFromSelectedCategories(selectedCategories: string[]) {
+  const bias = categoryBias(selectedCategories);
+  const next: string[] = [];
+  if (bias.dresses || bias.heels || selectedCategories.includes("skirts")) {
+    next.push("handbag", "necklace", "bracelet", "earrings");
+  }
+  if (bias.casual) {
+    next.push("cap", "watch", "sunglasses");
+  }
+  if (bias.tailoring) {
+    next.push("watch", "belt", "bag", "perfume");
+  }
+  return next;
+}
+
+function recommendationEmphasisFromSelectedCategories(selectedCategories: string[]) {
+  const bias = categoryBias(selectedCategories);
+  const next: string[] = [];
+  if (bias.dresses || bias.heels) next.push("date_night", "going_out", "dress_styling");
+  if (bias.casual) next.push("casual_everyday", "streetwear", "weekend");
+  if (bias.tailoring) next.push("smart_casual", "office", "formal");
+  if (!next.length && selectedCategories.length) next.push("everyday", "closet_first");
+  return next;
+}
+
+function starterPromptPresetsFromSelectedCategories(selectedCategories: string[]) {
+  const emphasis = recommendationEmphasisFromSelectedCategories(selectedCategories);
+  if (emphasis.includes("date_night")) return ["date_night", "dress_up", "closet", "shopping", "today"];
+  if (emphasis.includes("streetwear")) return ["streetwear", "casual", "closet", "weather", "today"];
+  if (emphasis.includes("office")) return ["office", "smart_casual", "closet", "elevate", "today"];
+  if (!selectedCategories.length) return [];
+  return ["today", "closet", "weather", "unworn"];
+}
+
+export function getStyleProfileConfig(
+  profile: UserProfilePreferences | null | undefined,
+): StyleProfileConfig {
+  const mode = profile?.wardrobeMode ?? "mixed";
+  const aesthetics = profile?.styleAesthetics ?? [];
+  const goals = profile?.goals ?? [];
+  const accessories = profile?.accessoryPreferences ?? [];
+  const selectedCategories = profile?.selectedCategories ?? [];
+  const selectedSubcategories = subcategoriesFromSelectedCategories(selectedCategories);
+  const selectedAccessories = accessoriesFromSelectedCategories(selectedCategories);
+  const recommendationEmphasis = recommendationEmphasisFromSelectedCategories(selectedCategories);
+
+  return {
+    categoryOrder: orderForSelectedCategories(mode, selectedCategories),
+    emphasizedSubcategories: unique([
+      ...modeSubcategories(mode),
+      ...selectedSubcategories,
+      ...(aesthetics.includes("luxury") ? ["blazer", "loafer", "heel", "handbag"] : []),
+      ...(aesthetics.includes("sporty") ? ["hoodie", "joggers", "sneaker", "cap"] : []),
+      ...(aesthetics.includes("minimal") ? ["shirt", "trousers", "dress", "bag"] : []),
+    ]),
+    emphasizedAccessories: unique([
+      ...modeAccessories(mode),
+      ...selectedAccessories,
+      ...accessories,
+    ]),
+    prioritizedGoals: goals,
+    recommendationEmphasis: unique([
+      ...recommendationEmphasis,
+      ...(goals.includes("shopping_suggestions") ? ["shopping"] : []),
+      ...(goals.includes("outfit_suggestions") ? ["outfit_first"] : []),
+    ]),
+    starterPromptPresets: unique([
+      ...starterPromptPresetsFromSelectedCategories(selectedCategories),
+      ...(goals.includes("packing_help") ? ["packing"] : []),
+      ...(goals.includes("styling_confidence") ? ["confidence"] : []),
+      ...(goals.includes("shopping_suggestions") ? ["shopping"] : []),
+    ]),
+  };
+}

From a063ebb43dcac47d6e86c9547aa1a91b09981429 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:46:43 -0500
Subject: [PATCH 05/93] feat(wardrobe): expand taxonomy and render support for
 mixed wardrobes

---
 functions/src/shared/wardrobeTaxonomy.ts | 10 ++++-
 src/lib/items.ts                         | 34 ++++++++++++---
 src/lib/renderProfiles.ts                | 55 ++++++++++++++++++++++++
 src/shared/wardrobeTaxonomy.ts           | 10 ++++-
 src/types/ClothingItem.ts                | 18 ++++++++
 5 files changed, 120 insertions(+), 7 deletions(-)

diff --git a/functions/src/shared/wardrobeTaxonomy.ts b/functions/src/shared/wardrobeTaxonomy.ts
index 7b579e4..6792565 100644
--- a/functions/src/shared/wardrobeTaxonomy.ts
+++ b/functions/src/shared/wardrobeTaxonomy.ts
@@ -71,6 +71,8 @@ export const SUB_CATEGORIES = {
   [Category.TOP]: [
     "tshirt",
     "shirt",
+    "blouse",
+    "crop_top",
     "polo",
     "sweatshirt",
     "hoodie",
@@ -84,6 +86,7 @@ export const SUB_CATEGORIES = {
     "trousers",
     "joggers",
     "shorts",
+    "skirt",
     "cargo",
     "trackpants",
   ],
@@ -92,18 +95,23 @@ export const SUB_CATEGORIES = {
     "sneaker",
     "formal_shoe",
     "boot",
+    "heel",
     "slide",
     "sandal",
     "loafer",
   ],
-  [Category.ONE_PIECE]: ["jumpsuit", "set"],
+  [Category.ONE_PIECE]: ["dress", "jumpsuit", "romper", "set", "matching_set"],
   [Category.ACCESSORY]: [
     "watch",
     "sunglasses",
     "glasses",
+    "necklace",
+    "bracelet",
+    "earrings",
     "belt",
     "cap",
     "bag",
+    "handbag",
     "socks",
     "perfume",
   ],
diff --git a/src/lib/items.ts b/src/lib/items.ts
index cee86d5..0532bac 100644
--- a/src/lib/items.ts
+++ b/src/lib/items.ts
@@ -22,6 +22,7 @@ export type ItemSort = "NEWEST" | "MOST_WORN";
 export type StatusFilter = "ALL" | ClothingStatus;
 export type CanonicalCategory =
   | "top"
+  | "one_piece"
   | "bottom"
   | "shoes"
   | "outerwear"
@@ -29,6 +30,7 @@ export type CanonicalCategory =
 export type CategoryFilter =
   | "ALL"
   | "TOP"
+  | "ONE_PIECE"
   | "BOTTOM"
   | "SHOES"
   | "OUTERWEAR"
@@ -39,6 +41,7 @@ export type DraftState = "draft" | "photo_uploaded" | "ingesting" | "ready" | "f
 
 const CATEGORY_MAP: Record<Exclude<CategoryFilter, "ALL">, string[]> = {
   TOP: ["top"],
+  ONE_PIECE: ["one_piece"],
   BOTTOM: ["bottom"],
   SHOES: ["shoes"],
   OUTERWEAR: ["outerwear"],
@@ -111,6 +114,19 @@ export function isVisibleWardrobeItem(
 export function toCanonicalCategory(raw?: string | null): CanonicalCategory {
   const v = norm(raw).replace(/\s+/g, " ");
 
+  if (
+    [
+      "one_piece",
+      "dress",
+      "jumpsuit",
+      "romper",
+      "set",
+      "matching_set",
+    ].includes(v)
+  ) {
+    return "one_piece";
+  }
+
   if (
     [
       "top",
@@ -120,22 +136,22 @@ export function toCanonicalCategory(raw?: string | null): CanonicalCategory {
       "tee",
       "polo",
       "sweater",
-      "one_piece",
-      "jumpsuit",
-      "set",
+      "blouse",
+      "crop_top",
+      "tank",
     ].includes(v)
   ) {
     return "top";
   }
 
   if (
-    ["bottom", "pants", "trousers", "jeans", "shorts", "joggers"].includes(v)
+    ["bottom", "pants", "trousers", "jeans", "shorts", "joggers", "skirt"].includes(v)
   ) {
     return "bottom";
   }
 
   if (
-    ["shoes", "footwear", "sneakers", "sneaker", "boots", "slides", "sandal", "loafer"].includes(
+    ["shoes", "footwear", "sneakers", "sneaker", "boots", "slides", "sandal", "loafer", "heel"].includes(
       v
     )
   ) {
@@ -155,6 +171,14 @@ export function toCanonicalCategory(raw?: string | null): CanonicalCategory {
       "watch",
       "sunglasses",
       "belt",
+      "handbag",
+      "bag",
+      "necklace",
+      "bracelet",
+      "ring",
+      "earrings",
+      "scarf",
+      "perfume",
     ].includes(v)
   ) {
     return "accessory";
diff --git a/src/lib/renderProfiles.ts b/src/lib/renderProfiles.ts
index 2940813..f08d414 100644
--- a/src/lib/renderProfiles.ts
+++ b/src/lib/renderProfiles.ts
@@ -104,6 +104,26 @@ const PROFILES: Record<string, RenderProfile> = {
     minScale: 0.88,
     maxScale: 1.12,
   },
+  blouse: {
+    slotType: "top",
+    anchor: "top",
+    defaultScale: 1.03,
+    defaultTranslateY: 3,
+    slotFillBias: "balanced",
+    overlapPriority: 2,
+    minScale: 0.9,
+    maxScale: 1.14,
+  },
+  "crop top": {
+    slotType: "top",
+    anchor: "top",
+    defaultScale: 0.96,
+    defaultTranslateY: 1,
+    slotFillBias: "tight",
+    overlapPriority: 2,
+    minScale: 0.84,
+    maxScale: 1.08,
+  },
   jeans: {
     slotType: "bottom",
     anchor: "waist",
@@ -144,6 +164,16 @@ const PROFILES: Record<string, RenderProfile> = {
     minScale: 0.84,
     maxScale: 1.05,
   },
+  skirt: {
+    slotType: "bottom",
+    anchor: "waist",
+    defaultScale: 0.98,
+    defaultTranslateY: -2,
+    slotFillBias: "balanced",
+    overlapPriority: 1,
+    minScale: 0.86,
+    maxScale: 1.08,
+  },
   sneaker: {
     slotType: "footwear",
     anchor: "foot",
@@ -174,6 +204,16 @@ const PROFILES: Record<string, RenderProfile> = {
     minScale: 0.82,
     maxScale: 1.04,
   },
+  heel: {
+    slotType: "footwear",
+    anchor: "foot",
+    defaultScale: 0.94,
+    defaultTranslateY: 1,
+    slotFillBias: "tight",
+    overlapPriority: 1,
+    minScale: 0.8,
+    maxScale: 1.04,
+  },
   watch: {
     slotType: "accessory",
     anchor: "center",
@@ -204,6 +244,16 @@ const PROFILES: Record<string, RenderProfile> = {
     minScale: 0.9,
     maxScale: 1.18,
   },
+  handbag: {
+    slotType: "accessory",
+    anchor: "center",
+    defaultScale: 1.08,
+    defaultTranslateY: 0,
+    slotFillBias: "loose",
+    overlapPriority: 0,
+    minScale: 0.9,
+    maxScale: 1.2,
+  },
   perfume: {
     slotType: "accessory",
     anchor: "center",
@@ -271,6 +321,8 @@ const MATCH_ORDER = [
   "shirt",
   "t-shirt",
   "tee",
+  "blouse",
+  "crop top",
   "hoodie",
   "jacket",
   "coat",
@@ -279,11 +331,14 @@ const MATCH_ORDER = [
   "pants",
   "trousers",
   "shorts",
+  "skirt",
   "sneaker",
   "boot",
   "loafer",
+  "heel",
   "watch",
   "glasses",
+  "handbag",
   "bag",
   "perfume",
   "chain",
diff --git a/src/shared/wardrobeTaxonomy.ts b/src/shared/wardrobeTaxonomy.ts
index 7b579e4..6792565 100644
--- a/src/shared/wardrobeTaxonomy.ts
+++ b/src/shared/wardrobeTaxonomy.ts
@@ -71,6 +71,8 @@ export const SUB_CATEGORIES = {
   [Category.TOP]: [
     "tshirt",
     "shirt",
+    "blouse",
+    "crop_top",
     "polo",
     "sweatshirt",
     "hoodie",
@@ -84,6 +86,7 @@ export const SUB_CATEGORIES = {
     "trousers",
     "joggers",
     "shorts",
+    "skirt",
     "cargo",
     "trackpants",
   ],
@@ -92,18 +95,23 @@ export const SUB_CATEGORIES = {
     "sneaker",
     "formal_shoe",
     "boot",
+    "heel",
     "slide",
     "sandal",
     "loafer",
   ],
-  [Category.ONE_PIECE]: ["jumpsuit", "set"],
+  [Category.ONE_PIECE]: ["dress", "jumpsuit", "romper", "set", "matching_set"],
   [Category.ACCESSORY]: [
     "watch",
     "sunglasses",
     "glasses",
+    "necklace",
+    "bracelet",
+    "earrings",
     "belt",
     "cap",
     "bag",
+    "handbag",
     "socks",
     "perfume",
   ],
diff --git a/src/types/ClothingItem.ts b/src/types/ClothingItem.ts
index 020a8c2..0b19ca4 100644
--- a/src/types/ClothingItem.ts
+++ b/src/types/ClothingItem.ts
@@ -26,6 +26,13 @@ export type ClothingPattern =
 
 export type ClothingItem = {
   id: string;
+  images?: {
+    originalUrl: string;
+    cleanedUrl?: string | null;
+    isPrimary: boolean;
+  }[] | null;
+  originalImageUrl?: string | null;
+  cleanedImageUrl?: string | null;
 
   // core
   brand: string;
@@ -35,6 +42,7 @@ export type ClothingItem = {
   wearSlot?: "core" | "accessory";
   pattern?: ClothingPattern;
   material?: string;
+  materialConfidence?: number | null;
   style?: string | null;
   formality?: AllowedFormality | null;
   warmth?: AllowedWarmth | null;
@@ -57,6 +65,11 @@ export type ClothingItem = {
   photos?: {
     originalUrl?: string | null;
     primaryUrl?: string | null;
+    images?: {
+      originalUrl?: string | null;
+      cleanedUrl?: string | null;
+      isPrimary?: boolean;
+    }[] | null;
     normalizedUrl?: string | null;
     previewUrl?: string | null;
     urls?: string[];
@@ -84,7 +97,12 @@ export type ClothingItem = {
   pixelColors?: string[];
   pixelColorHex?: string;
   colorConfidence?: number;
+  confidenceSummary?: {
+    overall: number;
+    notes: string;
+  } | null;
   colorNeedsReview?: boolean;
+  detailTags?: string[] | null;
   crop?: { x: number; y: number; w: number; h: number; source: "ai" };
   cleanedUpdatedAt?: number;
   aiDebug?: {

From 7386d51aeaf7befd24161a2cd81b9874b720eea3 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:46:50 -0500
Subject: [PATCH 06/93] feat(add-item): support multi-photo ingestion and draft
 flow improvements

---
 functions/src/ingestItemFromPhotos.ts  | 137 +++++-
 src/addItem/hooks/useItemDraft.ts      |  21 +-
 src/addItem/hooks/useItemExtraction.ts |  14 +-
 src/addItem/hooks/usePhotoStep.ts      | 628 ++++++++++++++++++-------
 src/addItem/sections/PhotoStep.tsx     | 128 ++++-
 src/addItem/useAddItemController.ts    |   3 +
 src/lib/uploadImage.ts                 |  17 +-
 7 files changed, 749 insertions(+), 199 deletions(-)

diff --git a/functions/src/ingestItemFromPhotos.ts b/functions/src/ingestItemFromPhotos.ts
index 286309c..fc6bdd5 100644
--- a/functions/src/ingestItemFromPhotos.ts
+++ b/functions/src/ingestItemFromPhotos.ts
@@ -26,6 +26,11 @@ if (!getApps().length) {
 type IngestionStatus = "pending" | "processing" | "done" | "failed";
 
 type ItemDoc = {
+  images?: {
+    originalUrl?: string | null;
+    cleanedUrl?: string | null;
+    isPrimary?: boolean;
+  }[] | null;
   brand?: string | null;
   name?: string | null;
   brandConfidence?: number;
@@ -55,8 +60,14 @@ type ItemDoc = {
   visualWeight?: string | null;
   versatilityScore?: number | null;
   photos?: {
+    originalUrl?: string | null;
     primaryUrl?: string | null;
     urls?: string[];
+    images?: {
+      originalUrl?: string | null;
+      cleanedUrl?: string | null;
+      isPrimary?: boolean;
+    }[];
     cleanedUrl?: string | null;
     cleanedPhotoUrl?: string | null;
     normalizedUrl?: string | null;
@@ -64,6 +75,8 @@ type ItemDoc = {
     thumbUrl?: string;
   };
   photoUrl?: string | null;
+  originalImageUrl?: string | null;
+  cleanedImageUrl?: string | null;
   photoUri?: string | null;
   colors?: string[];
   colorLabel?: string;
@@ -123,6 +136,7 @@ type RawExtraction = {
   displayColors?: string[] | null;
   pattern?: string;
   material?: string;
+  materialConfidence?: number;
   fit?:
     | "slim"
     | "regular"
@@ -184,6 +198,12 @@ type RawExtraction = {
     subCategory?: number;
     colors?: number;
     brand?: number;
+    material?: number;
+  };
+  detailTags?: string[];
+  confidenceSummary?: {
+    overall?: number;
+    notes?: string;
   };
   formalityScore?: number;
   warmthScore?: number;
@@ -332,9 +352,18 @@ function toMillis(value: LastRunAtValue): number | null {
 
 function extractPhotoUrls(item: ItemDoc): string[] {
   const values = [
+    ...(Array.isArray(item.images)
+      ? item.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      : []),
+    ...(Array.isArray(item.photos?.images)
+      ? item.photos.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      : []),
     item.photos?.cleanedUrl ?? "",
     item.photos?.cleanedPhotoUrl ?? "",
+    item.photos?.originalUrl ?? "",
     item.photos?.primaryUrl ?? "",
+    item.cleanedImageUrl ?? "",
+    item.originalImageUrl ?? "",
     item.photoUrl ?? "",
     item.photoUri ?? "",
     ...(Array.isArray(item.photos?.urls) ? item.photos!.urls : []),
@@ -355,10 +384,19 @@ function getIngestionStatus(item: ItemDoc | undefined): IngestionStatus | "" {
 
 function extractIngestionSourceUrls(item: ItemDoc): string[] {
   const values = [
+    ...(Array.isArray(item.images)
+      ? item.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      : []),
+    ...(Array.isArray(item.photos?.images)
+      ? item.photos.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      : []),
     item.photos?.cleanedUrl ?? "",
     item.photos?.cleanedPhotoUrl ?? "",
     item.photos?.normalizedUrl ?? "",
+    item.photos?.originalUrl ?? "",
     item.photos?.primaryUrl ?? "",
+    item.cleanedImageUrl ?? "",
+    item.originalImageUrl ?? "",
     item.photoUrl ?? "",
     item.photoUri ?? "",
     ...(Array.isArray(item.photos?.urls) ? item.photos!.urls : []),
@@ -663,6 +701,20 @@ function normalizeDisplayColors(values: unknown): string[] {
   return out;
 }
 
+function normalizeDetailTags(values: unknown): string[] {
+  if (!Array.isArray(values)) return [];
+  const out: string[] = [];
+  for (const value of values) {
+    const normalized = normalizeFreeTextLabel(value, 24)
+      ?.toLowerCase()
+      .replace(/\s+/g, "_");
+    if (!normalized || out.includes(normalized)) continue;
+    out.push(normalized);
+    if (out.length >= 6) break;
+  }
+  return out;
+}
+
 function toHex(r: number, g: number, b: number): string {
   const parts = [r, g, b].map((n) => Math.max(0, Math.min(255, Math.round(n))));
   return `#${parts
@@ -1056,7 +1108,7 @@ function safeJsonExtract(text: string): RawExtraction | null {
   }
 }
 
-async function extractWithOpenAI(photoUrl: string): Promise<RawExtraction> {
+async function extractWithOpenAI(photoUrls: string[]): Promise<RawExtraction> {
   const apiKey = process.env.OPENAI_API_KEY;
   if (!apiKey) {
     throw new Error("OPENAI_API_KEY is not configured");
@@ -1076,9 +1128,9 @@ async function extractWithOpenAI(photoUrl: string): Promise<RawExtraction> {
         {
           role: "system",
           content: [
-            "You are a fashion catalog parser and wardrobe stylist. Analyze one clothing item from the image and output ONLY one JSON object matching the schema. No markdown. No prose. No extra keys.",
+            "You are a fashion catalog parser and wardrobe stylist. You are given multiple images of the same clothing item. Combine information across all images to determine the most accurate attributes and output ONLY one JSON object matching the schema. No markdown. No prose. No extra keys.",
             "Be visually grounded. Use only what is visible in the garment image. Prefer null over guessing when uncertain.",
-            "Schema keys only: category, subCategory, type, name, brand, brandConfidence, colors, primaryColor, displayColor, displayColors, pattern, material, fit, style, sleeveLength, neckline, closure, length, rise, legShape, hasLogo, logoPlacement, formality, warmth, layerRole, aestheticTags, occasionTags, seasonTags, visualWeight, versatilityScore, confidence.",
+            "Schema keys only: category, subCategory, type, name, brand, brandConfidence, colors, primaryColor, displayColor, displayColors, pattern, material, materialConfidence, fit, style, sleeveLength, neckline, closure, length, rise, legShape, hasLogo, logoPlacement, formality, warmth, layerRole, aestheticTags, occasionTags, seasonTags, visualWeight, versatilityScore, detailTags, confidenceSummary, confidence.",
             "HARD category disambiguation priority:",
             "1) If two leg openings, inseam, crotch seam, fly, waistband, belt loops, or drawstring at the waist are visible, category MUST be bottom.",
             "2) If collar or neckline plus sleeves are visible, category is top unless it is clearly open-front outerwear.",
@@ -1125,7 +1177,9 @@ async function extractWithOpenAI(photoUrl: string): Promise<RawExtraction> {
             {
               type: "text",
               text: [
-                "Analyze this garment photo.",
+                "Analyze these garment photos together as one item.",
+                "Use all images to improve brand, material, pattern, color, and visible-detail accuracy.",
+                "If the images conflict, choose the most consistent signal and lower confidence.",
                 "Prefer visible garment type and visible logo/text/tag only.",
                 "Use waistband/fly/two-leg cues to avoid misclassifying pants as tops.",
                 "If uncertain, return null instead of guessing.",
@@ -1134,10 +1188,10 @@ async function extractWithOpenAI(photoUrl: string): Promise<RawExtraction> {
                 "If a piece has multiple visible garment colors, include them and choose the main one as primaryColor.",
               ].join(" "),
             },
-            {
-              type: "image_url",
+            ...photoUrls.map((photoUrl) => ({
+              type: "image_url" as const,
               image_url: { url: photoUrl },
-            },
+            })),
           ],
         },
       ],
@@ -1152,7 +1206,7 @@ async function extractWithOpenAI(photoUrl: string): Promise<RawExtraction> {
   }
 
   const data = (await response.json()) as {
-    choices?: Array<{ message?: { content?: string } }>;
+    choices?: { message?: { content?: string } }[];
   };
 
   const content = data.choices?.[0]?.message?.content ?? "";
@@ -1397,8 +1451,30 @@ export const ingestItemFromPhotos = onDocumentWritten(
     );
 
     try {
-      const extracted = await extractWithOpenAI(photoUrls[0]);
+      const extracted = await extractWithOpenAI(photoUrls);
       let warning: string | null = null;
+      const storedImageCandidates: {
+        originalUrl?: string | null;
+        cleanedUrl?: string | null;
+        isPrimary?: boolean;
+      }[] = Array.isArray(after.images)
+        ? after.images
+        : Array.isArray(after.photos?.images)
+          ? after.photos.images
+          : photoUrls.map((url, index) => ({
+              originalUrl: url,
+              isPrimary: index === 0,
+            }));
+
+      const storedImages = storedImageCandidates
+        .map((image) => ({
+          originalUrl: String(image?.originalUrl ?? "").trim(),
+          ...(String(image?.cleanedUrl ?? "").trim()
+            ? { cleanedUrl: String(image?.cleanedUrl ?? "").trim() }
+            : {}),
+          isPrimary: Boolean(image?.isPrimary),
+        }))
+        .filter((image) => image.originalUrl);
 
       let category = normalizeCategory(extracted.category);
       let subCategory = normalizeSubCategory(extracted.subCategory);
@@ -1438,6 +1514,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
 
       const pattern = normalizePattern(extracted.pattern);
       const material = normalizeMaterial(extracted.material);
+      const materialConfidence = clamp01(
+        extracted.materialConfidence ?? extracted.confidence?.material ?? 0,
+      );
       const fit = normalizeEnum(extracted.fit, ALLOWED_FITS);
       const style = normalizeEnum(extracted.style, ALLOWED_STYLES);
       const sleeveLength = normalizeEnum(
@@ -1543,6 +1622,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
         extracted.confidence?.subCategory ?? 0,
       );
       const colorsConfidence = clamp01(extracted.confidence?.colors ?? 0);
+      const detailTags = normalizeDetailTags(extracted.detailTags);
       const { colors: aiColorsRaw, colorLabel } = normalizeColors(
         extracted.colors,
       );
@@ -1665,6 +1745,24 @@ export const ingestItemFromPhotos = onDocumentWritten(
       );
       let formalityScore = constrainedScores.formalityScore;
       let warmthScore = constrainedScores.warmthScore;
+      const confidenceOverall = Number(
+        (
+          (categoryConfidence +
+            subCategoryConfidence +
+            colorsConfidence +
+            brandConfidence +
+            materialConfidence) /
+          5
+        ).toFixed(3),
+      );
+      const confidenceSummary = {
+        overall: confidenceOverall,
+        notes:
+          normalizeFreeTextLabel(extracted.confidenceSummary?.notes, 180) ??
+          (photoUrls.length > 1
+            ? "Combined multiple images for a more reliable extraction."
+            : "Built from a single item image."),
+      };
 
       if (subCategory === "tshirt") {
         formalityScore = Math.min(formalityScore, 0.5);
@@ -1694,6 +1792,8 @@ export const ingestItemFromPhotos = onDocumentWritten(
           wearSlot: wearSlot(category),
           pattern,
           material,
+          materialConfidence,
+          ...(detailTags.length > 0 ? { detailTags } : {}),
           fit,
           style,
           formality,
@@ -1716,6 +1816,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
           photos: {
             primaryUrl: photoUrls[0],
             urls: photoUrls,
+            images: storedImages,
             croppedUrl,
             thumbUrl,
           },
@@ -1724,6 +1825,8 @@ export const ingestItemFromPhotos = onDocumentWritten(
           finalPrimaryColor,
           finalDisplayColor,
           finalDisplayColors,
+          detailTags,
+          confidenceSummary,
           generatedName: inferredName,
           colorSource: hasUserColorOverride ? "user" : "ai",
           formalityScore,
@@ -1754,6 +1857,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
           subCategory,
           type: itemType,
           colors: finalColors,
+          detailTags,
           brand:
             hasUserBrandOverride || shouldPreserveLegacyManualBrand
               ? (after.brand ?? null)
@@ -1780,6 +1884,17 @@ export const ingestItemFromPhotos = onDocumentWritten(
       await ref.set(
         {
           cleanedFromHash: currentSourceHash,
+          originalImageUrl:
+            storedImages.find((image) => image.isPrimary)?.originalUrl ??
+            storedImages[0]?.originalUrl ??
+            after.originalImageUrl ??
+            photoUrls[0],
+          cleanedImageUrl:
+            storedImages.find((image) => image.isPrimary)?.cleanedUrl ??
+            storedImages[0]?.cleanedUrl ??
+            after.cleanedImageUrl ??
+            null,
+          images: storedImages,
           ...(after.isDraft === true ? { draftState: "photo_uploaded" } : {}),
           ...(!String(after.name ?? "").trim() && inferredName
             ? { name: inferredName }
@@ -1790,6 +1905,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
           wearSlot: wearSlot(category),
           pattern,
           material,
+          materialConfidence,
+          ...(detailTags.length > 0 ? { detailTags } : {}),
+          confidenceSummary,
           fit,
           style,
           ...(formality ? { formality } : {}),
@@ -1864,6 +1982,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
           photos: {
             primaryUrl: photoUrls[0],
             urls: photoUrls,
+            images: storedImages,
             croppedUrl,
             thumbUrl,
           },
diff --git a/src/addItem/hooks/useItemDraft.ts b/src/addItem/hooks/useItemDraft.ts
index bee5520..b1e4080 100644
--- a/src/addItem/hooks/useItemDraft.ts
+++ b/src/addItem/hooks/useItemDraft.ts
@@ -357,10 +357,11 @@ export function useItemDraft({
       extractionIngestionStatus !== "done";
     const b = cleanBrandInput(brand);
     const n = norm(name);
-    const hasAtLeastOnePhoto = !!(
-      photo.state.pendingPhotoUri ||
-      photo.state.photoUrl ||
-      photo.state.photoUri
+      const hasAtLeastOnePhoto = !!(
+        (photo.state.selectedPhotos?.length ?? 0) > 0 ||
+        photo.state.pendingPhotoUri ||
+        photo.state.photoUrl ||
+        photo.state.photoUri
     );
 
     try {
@@ -429,13 +430,17 @@ export function useItemDraft({
         ...payloadBase,
         photoUrl: nextPhoto.photoUrl,
         photoUri: nextPhoto.photoUri,
+        originalImageUrl: nextPhoto.originalUrl ?? nextPhoto.photoUrl,
+        cleanedImageUrl: nextPhoto.cleanedUrl,
+        images: nextPhoto.images,
       };
       if (isEdit) {
         const updatePayload: Record<string, any> = {
           ...payload,
           "photos.originalUrl": nextPhoto.originalUrl ?? nextPhoto.photoUrl,
           "photos.primaryUrl": nextPhoto.photoUrl,
-          "photos.urls": nextPhoto.photoUrl ? [nextPhoto.photoUrl] : [],
+          "photos.urls": nextPhoto.imageUrls,
+          "photos.images": nextPhoto.images,
           draftState: "ready",
           ...(photo.state.pendingPhotoUri && canKickoffIngestion
             ? {
@@ -467,7 +472,8 @@ export function useItemDraft({
           ...payload,
           "photos.originalUrl": nextPhoto.originalUrl ?? nextPhoto.photoUrl,
           "photos.primaryUrl": nextPhoto.photoUrl,
-          "photos.urls": nextPhoto.photoUrl ? [nextPhoto.photoUrl] : [],
+          "photos.urls": nextPhoto.imageUrls,
+          "photos.images": nextPhoto.images,
           isDraft: false,
           draftState: "ready",
           updatedAt: Date.now(),
@@ -516,7 +522,8 @@ export function useItemDraft({
         photos: {
           originalUrl: nextPhoto.originalUrl ?? nextPhoto.photoUrl,
           primaryUrl: nextPhoto.photoUrl,
-          urls: nextPhoto.photoUrl ? [nextPhoto.photoUrl] : [],
+          urls: nextPhoto.imageUrls,
+          images: nextPhoto.images,
           ...(nextPhoto.cleanedUrl
             ? {
                 cleanedUrl: nextPhoto.cleanedUrl,
diff --git a/src/addItem/hooks/useItemExtraction.ts b/src/addItem/hooks/useItemExtraction.ts
index 34fd4f8..4172313 100644
--- a/src/addItem/hooks/useItemExtraction.ts
+++ b/src/addItem/hooks/useItemExtraction.ts
@@ -705,7 +705,6 @@ export function useItemExtraction({
       }
     }
     const summaryCategory = norm(locked.category ?? finalCategoryCandidate ?? data?.category);
-    const summaryColors: string[] = locked.colors && locked.colors.length ? locked.colors : finalColors;
     const rawSummaryName = norm(data?.name);
     const displayColorForName =
       norm(String(data?.displayColor ?? "")) ||
@@ -738,7 +737,7 @@ export function useItemExtraction({
     if (summaryParts.length) {
       const summary = `AI found: ${summaryParts.join(" • ")}`;
       setLastAutofillSummary(summary);
-      if (effectiveStatus === "pending" || effectiveStatus === "processing") {
+      if (normalizedStatus === "pending" || normalizedStatus === "processing") {
         setAutofillStatusThrottled(summary);
       } else if (effectiveStatus === "done") {
         const doneBits = [summaryCategory].filter(Boolean).join(" • ");
@@ -753,7 +752,7 @@ export function useItemExtraction({
         }
       }
     }
-    if (!isPlaceholderDraftCategory || normalizedStatus === "done") {
+    if (!isPlaceholderDraftCategory || effectiveStatus === "done") {
       aiCommittedRef.current = {
         source: incomingSource,
         category: finalCategoryCandidate,
@@ -844,7 +843,6 @@ export function useItemExtraction({
       if (!uid || isEdit) return;
       const runId = params.runId ?? aiRunIdRef.current;
       if (runId !== aiRunIdRef.current) return;
-      let failingStep = "upload";
       try {
         const {
           photoHash,
@@ -924,10 +922,12 @@ export function useItemExtraction({
         const now = Date.now();
         const nextCleanedPhotoUrl = uploaded.cleanedUrl;
         const nextNormalizedPhotoUrl = uploaded.normalizedUrl;
-        failingStep = "create";
         const draftPayload = {
           photoUrl: uploaded.primaryUrl,
           photoUri: null,
+          originalImageUrl: uploaded.originalUrl,
+          cleanedImageUrl: uploaded.cleanedUrl,
+          images: uploaded.images,
           createdAt: now,
           updatedAt: now,
           status: "AVAILABLE",
@@ -953,7 +953,8 @@ export function useItemExtraction({
           photos: {
             originalUrl: uploaded.originalUrl,
             primaryUrl: uploaded.primaryUrl,
-            urls: [uploaded.primaryUrl],
+            urls: uploaded.imageUrls,
+            images: uploaded.images,
             ...(nextCleanedPhotoUrl
               ? {
                   cleanedUrl: nextCleanedPhotoUrl,
@@ -989,6 +990,7 @@ export function useItemExtraction({
         photo.actions.setServerCleanedUrl(nextCleanedPhotoUrl);
         photo.actions.setPendingNormalizedPreviewUri?.(nextNormalizedPhotoUrl ?? null);
         photo.actions.setUploadedPhotoRecord?.({
+          imageId: "primary",
           itemId: draftRef.id,
           photoHash,
           originalUrl: uploaded.originalUrl,
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index 3b5a934..237c0b9 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -25,6 +25,7 @@ import { uploadItemPhoto } from "../../lib/uploadImage";
 import { analyzeCutoutVisualNormalization, type VisualNormalization } from "../../lib/visualNormalization";
 
 type UploadedPhotoRecord = {
+  imageId: string;
   itemId: string;
   photoHash: string;
   originalUrl: string;
@@ -35,10 +36,66 @@ type UploadedPhotoRecord = {
   visualNormalization?: VisualNormalization | null;
 };
 
+type SelectedPhotoEntry = {
+  id: string;
+  source: "camera" | "library";
+  localUri: string;
+  originalUri: string;
+  photoHash: string;
+  originalWidth: number | null;
+  originalHeight: number | null;
+  cleanedLocalUri: string | null;
+  normalizedLocalUri: string | null;
+  hasTransparency: boolean;
+  transparentPixelRatio: number;
+  maskUri: string | null;
+  visualNormalization: VisualNormalization | null;
+  uploaded?: UploadedPhotoRecord | null;
+};
+
+type ResolvedPhotoFields = {
+  originalUrl: string | null;
+  photoUrl: string | null;
+  photoUri: string | null;
+  cleanedPhotoUrl: string | null;
+  cleanedUrl: string | null;
+  normalizedUrl: string | null;
+  visualNormalization: VisualNormalization | null;
+  imageUrls: string[];
+  cleanedImageUrls: string[];
+  images: {
+    originalUrl: string;
+    cleanedUrl?: string | null;
+    isPrimary: boolean;
+  }[];
+};
+
 const MIN_USABLE_CUTOUT_TRANSPARENCY = 0.05;
 const TRIM_GUARD_PIXELS = 2;
 const NORMALIZED_CANVAS_PADDING_RATIO = 0.14;
 
+function makeSelectedPhotoId() {
+  return randomId();
+}
+
+function sanitizePhotoImageRecord(input: {
+  originalUrl?: string | null;
+  cleanedUrl?: string | null;
+  isPrimary: boolean;
+}) {
+  const originalUrl = String(input.originalUrl ?? "").trim();
+  const cleanedUrl = String(input.cleanedUrl ?? "").trim();
+  return {
+    originalUrl,
+    ...(cleanedUrl ? { cleanedUrl } : {}),
+    isPrimary: input.isPrimary,
+  };
+}
+
+function randomId() {
+  return `${Date.now().toString(36)}-${Math.random().toString(36).slice(2, 10)}`;
+}
+
 export function usePhotoStep({
   uid,
   isEdit,
@@ -85,6 +142,8 @@ export function usePhotoStep({
   const [pendingVisualNormalization, setPendingVisualNormalization] = useState<VisualNormalization | null>(
     null
   );
+  const [selectedPhotos, setSelectedPhotos] = useState<SelectedPhotoEntry[]>([]);
+  const [primaryPhotoId, setPrimaryPhotoId] = useState<string | null>(null);
 
   const lastCompletedRefineKeyRef = useRef("");
   const latestRefineRequestIdRef = useRef(0);
@@ -191,6 +250,55 @@ export function usePhotoStep({
     }
   }, []);
 
+  const syncLegacyStateFromPrimary = useCallback((entry: SelectedPhotoEntry | null) => {
+    if (!entry) {
+      setPendingPhotoHash(null);
+      setOriginalPickedPhotoUri(null);
+      setPendingPhotoUri(null);
+      commitPendingCutoutState("sync-primary-clear", {
+        cutoutUri: null,
+        previewUri: null,
+        maskUri: null,
+        hasTransparency: false,
+        transparentPixelRatio: 0,
+        updateAutofillCutout: true,
+      });
+      setPendingPhotoWidth(null);
+      setPendingVisualNormalization(null);
+      setUploadedPhotoRecord(null);
+      setPhotoUrl(null);
+      setCleanedPhotoUrl(null);
+      setServerCleanedUrl(null);
+      return;
+    }
+
+    setPendingPhotoHash(entry.photoHash);
+    setOriginalPickedPhotoUri(entry.localUri);
+    setPendingPhotoUri(entry.localUri);
+    commitPendingCutoutState("sync-primary", {
+      cutoutUri: entry.cleanedLocalUri,
+      previewUri: entry.normalizedLocalUri,
+      maskUri: entry.maskUri,
+      hasTransparency: entry.hasTransparency,
+      transparentPixelRatio: entry.transparentPixelRatio,
+      updateAutofillCutout: true,
+    });
+    setPendingPhotoWidth(entry.originalWidth);
+    setPendingVisualNormalization(entry.visualNormalization);
+    setUploadedPhotoRecord(entry.uploaded ?? null);
+    setPhotoUrl(entry.uploaded?.primaryUrl ?? null);
+    setCleanedPhotoUrl(entry.uploaded?.cleanedUrl ?? null);
+    setServerCleanedUrl(entry.uploaded?.cleanedUrl ?? null);
+  }, [commitPendingCutoutState]);
+
+  useEffect(() => {
+    const primary =
+      selectedPhotos.find((entry) => entry.id === primaryPhotoId) ??
+      selectedPhotos[0] ??
+      null;
+    syncLegacyStateFromPrimary(primary);
+  }, [primaryPhotoId, selectedPhotos, syncLegacyStateFromPrimary]);
+
   const estimateFileSizeBytes = useCallback(async (uri: string) => {
     try {
       const info = await FileSystem.getInfoAsync(uri);
@@ -460,6 +568,7 @@ export function usePhotoStep({
         cleanupRadius: number;
         feather: number;
         edgeTighten: number;
+        edgePolish: number;
         maskToAlpha: boolean;
       }
     ) => {
@@ -648,56 +757,14 @@ export function usePhotoStep({
     [currentDebugRefineOptions, refineValue, scheduleRefine]
   );
 
-  const pickPhoto = useCallback(async (source: "library" | "camera") => {
-    try {
-      const perm =
-        source === "camera"
-          ? await ImagePicker.requestCameraPermissionsAsync()
-          : await ImagePicker.requestMediaLibraryPermissionsAsync();
-      if (!perm.granted) {
-        Alert.alert(
-          "Permission needed",
-          source === "camera"
-            ? "Allow camera access to capture an item photo."
-            : "Allow photo access to pick an item photo."
-        );
-        return;
-      }
-
-      const res =
-        source === "camera"
-          ? await ImagePicker.launchCameraAsync({
-              mediaTypes: ["images"],
-              quality: 1,
-              allowsEditing: true,
-              aspect: [1, 1],
-            })
-          : await ImagePicker.launchImageLibraryAsync({
-              mediaTypes: ["images"],
-              quality: 1,
-              allowsEditing: true,
-              aspect: [1, 1],
-            });
-      if (res.canceled || !res.assets[0]) return;
-
-      const asset = res.assets[0];
-      const nextPhotoHash = buildPhotoHash(asset);
-      setPendingPhotoHash(nextPhotoHash);
-      setUploadError(null);
-
-      const extraction = extractionRef.current;
-      if (!isEdit && extraction?.state?.draftPhotoHash === nextPhotoHash && extraction?.state?.draftItemId) {
-        return;
-      }
-
-      const previousDraftId = !isEdit ? extraction?.state?.draftItemId ?? null : null;
-
-      const previousSelectionId = latestPhotoSelectionIdRef.current + 1;
-      latestPhotoSelectionIdRef.current = previousSelectionId;
-      extraction?.actions?.prepareForNewPhoto?.();
-      setUploadedPhotoRecord(null);
-
+  const processPickedAsset = useCallback(
+    async (
+      asset: ImagePicker.ImagePickerAsset,
+      source: "library" | "camera",
+      selectionId: number
+    ): Promise<SelectedPhotoEntry> => {
       const originalUri = asset.uri;
+      const nextPhotoHash = buildPhotoHash(asset);
       const normalized = await normalizeImageForCutout({
         uri: originalUri,
         width: asset.width,
@@ -706,13 +773,7 @@ export function usePhotoStep({
       const normalizedUri = normalized.uri || originalUri;
       const effectiveWidth = normalized.width ?? asset.width ?? null;
       const effectiveHeight = normalized.height ?? asset.height ?? null;
-      setOriginalPickedPhotoUri(normalizedUri);
-      setPendingPhotoUri(normalizedUri);
-      clearPendingCutoutState("pick-start");
       const initialOptions = getRefineOptions(DEFAULT_REFINE_VALUE);
-      setDetectedBrand(null);
-      setDetectedBrandConfidence(null);
-      setBgRemovalError(null);
 
       const brandPromise = detectBrandLogo(originalUri).catch(() => null);
       let cutoutUri: string | null = null;
@@ -730,6 +791,7 @@ export function usePhotoStep({
         | null = null;
       let cutoutWidth: number | null = null;
       let cutoutHeight: number | null = null;
+
       try {
         const cutout = await runBackgroundRemoval({
           inputUri: normalizedUri,
@@ -760,31 +822,125 @@ export function usePhotoStep({
           cutoutHasTransparency = false;
           cutoutTransparencyRatio = 0;
           cutoutMaskUri = null;
-          setBgRemovalError("BG removal failed");
         }
       } catch {
-        setBgRemovalError("BG removal failed");
         cutoutUri = null;
+        previewCutoutUri = null;
         cutoutHasTransparency = false;
         cutoutTransparencyRatio = 0;
         cutoutMaskUri = null;
       }
-      if (previousSelectionId !== latestPhotoSelectionIdRef.current) {
-        return;
+
+      if (selectionId !== latestPhotoSelectionIdRef.current) {
+        throw new Error("Photo selection superseded.");
       }
-      const finalDisplayUri = cutoutUri || normalizedUri;
-      void finalDisplayUri;
-      void shortenUri;
+
       const visualNormalization =
         cutoutUri && cutoutContentBounds && cutoutWidth && cutoutHeight
-        ? await analyzeCutoutVisualNormalization({
-            contentBounds: cutoutContentBounds,
-            imageWidth: cutoutWidth,
-            imageHeight: cutoutHeight,
-          })
-        : null;
+          ? await analyzeCutoutVisualNormalization({
+              contentBounds: cutoutContentBounds,
+              imageWidth: cutoutWidth,
+              imageHeight: cutoutHeight,
+            })
+          : null;
+
+      const brandResult = await brandPromise;
+      if (selectionId !== latestPhotoSelectionIdRef.current) {
+        throw new Error("Photo selection superseded.");
+      }
+
+      if (brandResult?.brand) {
+        setDetectedBrand(brandResult.brand);
+        setDetectedBrandConfidence(
+          typeof brandResult.confidence === "number" ? brandResult.confidence : null
+        );
+      }
+
+      return {
+        id: makeSelectedPhotoId(),
+        source,
+        localUri: normalizedUri,
+        originalUri,
+        photoHash: nextPhotoHash,
+        originalWidth: effectiveWidth,
+        originalHeight: effectiveHeight,
+        cleanedLocalUri: cutoutUri,
+        normalizedLocalUri: previewCutoutUri,
+        hasTransparency: cutoutHasTransparency,
+        transparentPixelRatio: cutoutTransparencyRatio,
+        maskUri: cutoutMaskUri,
+        visualNormalization,
+        uploaded: null,
+      };
+    },
+    [buildNormalizedPreviewCutout, normalizeImageForCutout, runBackgroundRemoval]
+  );
+
+  const pickPhoto = useCallback(async (source: "library" | "camera") => {
+    try {
+      const perm =
+        source === "camera"
+          ? await ImagePicker.requestCameraPermissionsAsync()
+          : await ImagePicker.requestMediaLibraryPermissionsAsync();
+      if (!perm.granted) {
+        Alert.alert(
+          "Permission needed",
+          source === "camera"
+            ? "Allow camera access to capture an item photo."
+            : "Allow photo access to pick an item photo."
+        );
+        return;
+      }
+
+      const res =
+        source === "camera"
+          ? await ImagePicker.launchCameraAsync({
+              mediaTypes: ["images"],
+              quality: 1,
+            })
+          : await ImagePicker.launchImageLibraryAsync({
+              mediaTypes: ["images"],
+              quality: 1,
+              allowsMultipleSelection: true,
+              selectionLimit: 8,
+            });
+      if (res.canceled || !res.assets.length) return;
+
+      setUploadError(null);
+
+      const extraction = extractionRef.current;
+      const previousDraftId = !isEdit ? extraction?.state?.draftItemId ?? null : null;
+      const previousSelectionId = latestPhotoSelectionIdRef.current + 1;
+      latestPhotoSelectionIdRef.current = previousSelectionId;
+      extraction?.actions?.prepareForNewPhoto?.();
+      setDetectedBrand(null);
+      setDetectedBrandConfidence(null);
+      setBgRemovalError(null);
+      setUploadedPhotoRecord(null);
+      clearPendingCutoutState("pick-start");
+      void shortenUri;
+
+      const nextEntries: SelectedPhotoEntry[] = [];
+      for (const asset of res.assets) {
+        const entry = await processPickedAsset(asset, source, previousSelectionId);
+        if (
+          !isEdit &&
+          extraction?.state?.draftPhotoHash === entry.photoHash &&
+          extraction?.state?.draftItemId
+        ) {
+          continue;
+        }
+        nextEntries.push(entry);
+      }
+      if (previousSelectionId !== latestPhotoSelectionIdRef.current) {
+        return;
+      }
+      if (!nextEntries.length) {
+        return;
+      }
+
       lastCompletedRefineKeyRef.current = getRefineRequestKey(
-        normalizedUri,
+        nextEntries[0].localUri,
         DEFAULT_REFINE_VALUE
       );
       latestRefineRequestIdRef.current = 0;
@@ -795,30 +951,14 @@ export function usePhotoStep({
       setDebugCleanupRadius(resetOptions.cleanupRadius);
       setDebugFeather(resetOptions.feather);
       setDebugEdgeTighten(resetOptions.edgeTighten);
-      setPendingPhotoUri(normalizedUri);
-      commitPendingCutoutState("pick", {
-        cutoutUri,
-        previewUri: previewCutoutUri,
-        maskUri: cutoutMaskUri,
-        hasTransparency: cutoutHasTransparency,
-        transparentPixelRatio: cutoutTransparencyRatio,
+      setSelectedPhotos((prev) => {
+        const merged = [...prev, ...nextEntries];
+        return merged;
       });
-      setPendingVisualNormalization(visualNormalization);
+      setPrimaryPhotoId((prev) => prev ?? nextEntries[0]?.id ?? null);
       setCleanedPhotoUrl(null);
       setServerCleanedUrl(null);
       extraction?.actions?.setIngestionStatus?.(isEdit ? null : "pending");
-      setPendingPhotoWidth(effectiveWidth);
-
-      const brandResult = await brandPromise;
-      if (previousSelectionId !== latestPhotoSelectionIdRef.current) {
-        return;
-      }
-      if (brandResult?.brand) {
-        setDetectedBrand(brandResult.brand);
-        setDetectedBrandConfidence(
-          typeof brandResult.confidence === "number" ? brandResult.confidence : null
-        );
-      }
 
       if (!isEdit && uid) {
         if (previousDraftId) {
@@ -835,85 +975,107 @@ export function usePhotoStep({
     }
   }, [
     clearPendingCutoutState,
-    commitPendingCutoutState,
-    buildNormalizedPreviewCutout,
     extractionRef,
     isEdit,
-    normalizeImageForCutout,
-    runBackgroundRemoval,
+    processPickedAsset,
     uid,
   ]);
 
-  const resolvePhotoFields = useCallback(async (currentUid: string, itemId: string) => {
-    const reusableUpload =
-      !!pendingPhotoHash &&
-      uploadedPhotoRecord &&
-      uploadedPhotoRecord.itemId === itemId &&
-      uploadedPhotoRecord.photoHash === pendingPhotoHash;
-    if (reusableUpload) {
-      setPhotoUrl(uploadedPhotoRecord.primaryUrl);
-      setCleanedPhotoUrl(uploadedPhotoRecord.cleanedUrl);
-      setServerCleanedUrl(uploadedPhotoRecord.cleanedUrl);
-      setPendingNormalizedPreviewUri(uploadedPhotoRecord.normalizedUrl);
-      setPendingVisualNormalization(uploadedPhotoRecord.visualNormalization ?? null);
-      syncedPreviewUriRef.current = pendingPhotoUri;
-      setUploadError(null);
+  const resolvePhotoFields = useCallback(async (currentUid: string, itemId: string): Promise<ResolvedPhotoFields> => {
+    const activeEntries =
+      selectedPhotos.length > 0
+        ? selectedPhotos
+        : pendingPhotoUri
+          ? [
+              {
+                id: makeSelectedPhotoId(),
+                source: "library" as const,
+                localUri: pendingPhotoUri,
+                originalUri: originalPickedPhotoUri ?? pendingPhotoUri,
+                photoHash: pendingPhotoHash ?? `${pendingPhotoUri}-${pendingPhotoWidth ?? "w"}`,
+                originalWidth: pendingPhotoWidth,
+                originalHeight: null,
+                cleanedLocalUri: pendingCleanedPhotoUri,
+                normalizedLocalUri: pendingNormalizedPreviewUri,
+                hasTransparency: pendingCutoutHasTransparency,
+                transparentPixelRatio: pendingCutoutTransparencyRatio,
+                maskUri: pendingCutoutMaskUri,
+                visualNormalization: pendingVisualNormalization,
+                uploaded: uploadedPhotoRecord,
+              },
+            ]
+          : [];
+
+    if (!activeEntries.length) {
       return {
-        originalUrl: uploadedPhotoRecord.originalUrl,
-        photoUrl: uploadedPhotoRecord.primaryUrl,
-        photoUri: null,
-        cleanedPhotoUrl: uploadedPhotoRecord.cleanedUrl,
-        cleanedUrl: uploadedPhotoRecord.cleanedUrl,
-        normalizedUrl: uploadedPhotoRecord.normalizedUrl,
-        visualNormalization: uploadedPhotoRecord.visualNormalization ?? null,
+        originalUrl: photoUrl,
+        photoUrl,
+        photoUri,
+        cleanedPhotoUrl,
+        cleanedUrl: serverCleanedUrl,
+        normalizedUrl: pendingNormalizedPreviewUri,
+        visualNormalization: pendingVisualNormalization,
+        imageUrls: photoUrl ? [photoUrl] : [],
+        cleanedImageUrls: serverCleanedUrl ? [serverCleanedUrl] : [],
+        images: photoUrl
+          ? [sanitizePhotoImageRecord({ originalUrl: photoUrl, cleanedUrl: serverCleanedUrl, isPrimary: true })]
+          : [],
       };
     }
 
-    const needsUpload =
-      !!pendingPhotoUri &&
-      (!photoUrl || !pendingPhotoHash || !uploadedPhotoRecord || uploadedPhotoRecord.photoHash !== pendingPhotoHash);
-    if (needsUpload) {
+    const primaryId = primaryPhotoId ?? activeEntries[0]?.id ?? null;
+    const reusableUpload =
+      activeEntries.every(
+        (entry) =>
+          entry.uploaded &&
+          entry.uploaded.itemId === itemId &&
+          entry.uploaded.photoHash === entry.photoHash
+      );
+
+    let uploadedEntries = activeEntries;
+    if (!reusableUpload) {
       const attemptId = beginUploadAttempt("resolve-photo-fields");
       try {
-        const uploadedUrl = await uploadWithTimeout(
-          uploadItemPhoto({
-            uid: currentUid,
-            itemId,
-            localUri: pendingPhotoUri,
-            cleanedLocalUri: pendingCleanedPhotoUri,
-            normalizedLocalUri: pendingNormalizedPreviewUri,
-            originalWidth: pendingPhotoWidth,
-          }),
-          UPLOAD_TIMEOUT_MS,
-          "Photo upload"
+        uploadedEntries = await Promise.all(
+          activeEntries.map(async (entry, index) => {
+            if (
+              entry.uploaded &&
+              entry.uploaded.itemId === itemId &&
+              entry.uploaded.photoHash === entry.photoHash
+            ) {
+              return entry;
+            }
+            const uploadedUrl = await uploadWithTimeout(
+              uploadItemPhoto({
+                uid: currentUid,
+                itemId,
+                imageId: `image-${index + 1}`,
+                localUri: entry.localUri,
+                cleanedLocalUri: entry.cleanedLocalUri,
+                normalizedLocalUri: entry.normalizedLocalUri,
+                originalWidth: entry.originalWidth,
+              }),
+              UPLOAD_TIMEOUT_MS,
+              "Photo upload"
+            );
+            return {
+              ...entry,
+              uploaded: {
+                imageId: entry.id,
+                itemId,
+                photoHash: entry.photoHash,
+                originalUrl: uploadedUrl.originalUrl,
+                primaryUrl: uploadedUrl.primaryUrl,
+                cleanedUrl: uploadedUrl.cleanedUrl,
+                normalizedUrl: uploadedUrl.normalizedUrl,
+                cleanedSource: uploadedUrl.cleanedUrl ? "vision" : null,
+                visualNormalization: entry.visualNormalization,
+              },
+            };
+          })
         );
-        setPhotoUrl(uploadedUrl.primaryUrl);
-        setCleanedPhotoUrl(uploadedUrl.cleanedUrl);
-        setServerCleanedUrl(uploadedUrl.cleanedUrl);
-        setPendingNormalizedPreviewUri(uploadedUrl.normalizedUrl);
-        if (pendingPhotoHash) {
-          setUploadedPhotoRecord({
-            itemId,
-            photoHash: pendingPhotoHash,
-            originalUrl: uploadedUrl.originalUrl,
-            primaryUrl: uploadedUrl.primaryUrl,
-            cleanedUrl: uploadedUrl.cleanedUrl,
-            normalizedUrl: uploadedUrl.normalizedUrl,
-            cleanedSource: uploadedUrl.cleanedUrl ? "vision" : null,
-            visualNormalization: pendingVisualNormalization,
-          });
-        }
-        syncedPreviewUriRef.current = pendingPhotoUri;
+        setSelectedPhotos(uploadedEntries);
         setUploadError(null);
-        return {
-          originalUrl: uploadedUrl.originalUrl,
-          photoUrl: uploadedUrl.primaryUrl,
-          photoUri: null,
-          cleanedPhotoUrl: uploadedUrl.cleanedUrl,
-          cleanedUrl: uploadedUrl.cleanedUrl,
-          normalizedUrl: uploadedUrl.normalizedUrl,
-          visualNormalization: pendingVisualNormalization,
-        };
       } catch (error) {
         const message =
           error instanceof Error ? error.message : "Photo upload failed. Please retry.";
@@ -923,40 +1085,67 @@ export function usePhotoStep({
         endUploadAttempt(attemptId, "resolve-photo-fields");
       }
     }
-    if (!photoUrl && !photoUri) {
-      return {
-        originalUrl: photoUrl,
-        photoUrl: null,
-        photoUri: null,
-        cleanedPhotoUrl,
-        cleanedUrl: serverCleanedUrl,
-        normalizedUrl: pendingNormalizedPreviewUri,
-        visualNormalization: pendingVisualNormalization,
-      };
+
+    const sortedUploads = uploadedEntries.filter((entry) => entry.uploaded);
+    const primaryEntry =
+      sortedUploads.find((entry) => entry.id === primaryId) ??
+      sortedUploads[0] ??
+      null;
+    const primaryUpload = primaryEntry?.uploaded ?? null;
+    if (primaryEntry?.localUri) {
+      syncedPreviewUriRef.current = primaryEntry.localUri;
     }
+    setUploadedPhotoRecord(primaryUpload);
+    setPhotoUrl(primaryUpload?.primaryUrl ?? null);
+    setCleanedPhotoUrl(primaryUpload?.cleanedUrl ?? null);
+    setServerCleanedUrl(primaryUpload?.cleanedUrl ?? null);
+    setPendingNormalizedPreviewUri(primaryUpload?.normalizedUrl ?? null);
+    setPendingVisualNormalization(primaryEntry?.visualNormalization ?? null);
+
     return {
-      originalUrl: photoUrl,
-      photoUrl,
-      photoUri,
-      cleanedPhotoUrl,
-      cleanedUrl: serverCleanedUrl,
-      normalizedUrl: pendingNormalizedPreviewUri,
-      visualNormalization: pendingVisualNormalization,
+      originalUrl: primaryUpload?.originalUrl ?? null,
+      photoUrl: primaryUpload?.primaryUrl ?? null,
+      photoUri: null,
+      cleanedPhotoUrl: primaryUpload?.cleanedUrl ?? null,
+      cleanedUrl: primaryUpload?.cleanedUrl ?? null,
+      normalizedUrl: primaryUpload?.normalizedUrl ?? null,
+      visualNormalization: primaryEntry?.visualNormalization ?? null,
+      imageUrls: sortedUploads
+        .map((entry) => entry.uploaded?.primaryUrl ?? "")
+        .filter(Boolean),
+      cleanedImageUrls: sortedUploads
+        .map((entry) => entry.uploaded?.cleanedUrl ?? "")
+        .filter(Boolean),
+      images: sortedUploads
+        .map((entry) =>
+          sanitizePhotoImageRecord({
+            originalUrl: entry.uploaded?.primaryUrl ?? "",
+            cleanedUrl: entry.uploaded?.cleanedUrl ?? null,
+            isPrimary: entry.id === (primaryEntry?.id ?? ""),
+          })
+        )
+        .filter((entry) => entry.originalUrl),
     };
   }, [
     beginUploadAttempt,
     cleanedPhotoUrl,
     endUploadAttempt,
+    originalPickedPhotoUri,
+    pendingCutoutHasTransparency,
+    pendingCutoutMaskUri,
+    pendingCutoutTransparencyRatio,
     pendingCleanedPhotoUri,
     pendingNormalizedPreviewUri,
+    pendingPhotoHash,
     pendingPhotoUri,
     pendingPhotoWidth,
     pendingVisualNormalization,
     photoUri,
     photoUrl,
+    primaryPhotoId,
+    selectedPhotos,
     serverCleanedUrl,
     uploadedPhotoRecord,
-    pendingPhotoHash,
   ]);
 
   const retryPhotoUpload = useCallback(async () => {
@@ -980,10 +1169,26 @@ export function usePhotoStep({
         );
         await updateDoc(doc(db, "users", uid, "items", extraction.state.draftItemId), {
           photoUrl: uploaded.primaryUrl,
+          originalImageUrl: uploaded.originalUrl,
+          cleanedImageUrl: uploaded.cleanedUrl,
+          images: [
+            sanitizePhotoImageRecord({
+              originalUrl: uploaded.primaryUrl,
+              cleanedUrl: uploaded.cleanedUrl,
+              isPrimary: true,
+            }),
+          ],
           updatedAt: Date.now(),
           "photos.originalUrl": uploaded.originalUrl,
           "photos.primaryUrl": uploaded.primaryUrl,
           "photos.urls": [uploaded.primaryUrl],
+          "photos.images": [
+            sanitizePhotoImageRecord({
+              originalUrl: uploaded.primaryUrl,
+              cleanedUrl: uploaded.cleanedUrl,
+              isPrimary: true,
+            }),
+          ],
           ...(uploaded.cleanedUrl
             ? {
                 "photos.cleanedUrl": uploaded.cleanedUrl,
@@ -1007,6 +1212,7 @@ export function usePhotoStep({
         setPendingNormalizedPreviewUri(uploaded.normalizedUrl);
         if (pendingPhotoHash) {
           setUploadedPhotoRecord({
+            imageId: "primary",
             itemId: extraction.state.draftItemId,
             photoHash: pendingPhotoHash,
             originalUrl: uploaded.originalUrl,
@@ -1078,6 +1284,47 @@ export function usePhotoStep({
     setDebugEdgeTighten(defaultRefineOptions.edgeTighten);
     setDetectedBrand(null);
     setDetectedBrandConfidence(null);
+    const hydratedImages = Array.isArray(data.images)
+      ? data.images
+      : Array.isArray(data.photos?.images)
+        ? data.photos.images
+        : [];
+    const entries: SelectedPhotoEntry[] = hydratedImages
+      .map((image: any, index: number) => {
+        const originalUrl = String(image?.originalUrl ?? "").trim();
+        if (!originalUrl) return null;
+        return {
+          id: String(image?.id ?? `hydrated-${index + 1}`),
+          source: "library" as const,
+          localUri: originalUrl,
+          originalUri: originalUrl,
+          photoHash: String(image?.photoHash ?? originalUrl),
+          originalWidth: null,
+          originalHeight: null,
+          cleanedLocalUri: String(image?.cleanedUrl ?? "").trim() || null,
+          normalizedLocalUri: null,
+          hasTransparency: Boolean(image?.cleanedUrl),
+          transparentPixelRatio: image?.cleanedUrl ? 1 : 0,
+          maskUri: null,
+          visualNormalization: data.visualNormalization ?? null,
+          uploaded: {
+            imageId: String(image?.id ?? `hydrated-${index + 1}`),
+            itemId: String(data?.id ?? ""),
+            photoHash: String(image?.photoHash ?? originalUrl),
+            originalUrl,
+            primaryUrl: originalUrl,
+            cleanedUrl: String(image?.cleanedUrl ?? "").trim() || null,
+            normalizedUrl: null,
+            cleanedSource: image?.cleanedUrl ? "vision" : null,
+            visualNormalization: data.visualNormalization ?? null,
+          },
+        } satisfies SelectedPhotoEntry;
+      })
+      .filter(Boolean) as SelectedPhotoEntry[];
+    setSelectedPhotos(entries);
+    const primaryHydrated =
+      entries.find((entry, index) => hydratedImages[index]?.isPrimary) ?? entries[0] ?? null;
+    setPrimaryPhotoId(primaryHydrated?.id ?? null);
   }, [
     clearPendingCutoutState,
     defaultRefineOptions.cleanupRadius,
@@ -1113,6 +1360,8 @@ export function usePhotoStep({
     setDetectedBrand(null);
     setDetectedBrandConfidence(null);
     setUploadedPhotoRecord(null);
+    setSelectedPhotos([]);
+    setPrimaryPhotoId(null);
     lastCompletedRefineKeyRef.current = "";
     latestRefineRequestIdRef.current = 0;
     latestPhotoSelectionIdRef.current = 0;
@@ -1125,6 +1374,33 @@ export function usePhotoStep({
     defaultRefineOptions.threshold,
   ]);
 
+  const setPrimaryPhoto = useCallback((photoId: string) => {
+    setPrimaryPhotoId(photoId);
+  }, []);
+
+  const movePhoto = useCallback((photoId: string, direction: -1 | 1) => {
+    setSelectedPhotos((prev) => {
+      const index = prev.findIndex((entry) => entry.id === photoId);
+      if (index < 0) return prev;
+      const nextIndex = index + direction;
+      if (nextIndex < 0 || nextIndex >= prev.length) return prev;
+      const next = [...prev];
+      const [entry] = next.splice(index, 1);
+      next.splice(nextIndex, 0, entry);
+      return next;
+    });
+  }, []);
+
+  const removeSelectedPhoto = useCallback((photoId: string) => {
+    setSelectedPhotos((prev) => {
+      const next = prev.filter((entry) => entry.id !== photoId);
+      if (primaryPhotoId === photoId) {
+        setPrimaryPhotoId(next[0]?.id ?? null);
+      }
+      return next;
+    });
+  }, [primaryPhotoId]);
+
   useEffect(() => {
     return () => {
       if (refineTimeoutRef.current) {
@@ -1162,6 +1438,8 @@ export function usePhotoStep({
     detectedBrand,
     detectedBrandConfidence,
     uploadedPhotoRecord,
+    selectedPhotos,
+    primaryPhotoId,
   };
 
   const derived = {
@@ -1203,6 +1481,10 @@ export function usePhotoStep({
     setDetectedBrand,
     setDetectedBrandConfidence,
     setUploadedPhotoRecord,
+    setPrimaryPhoto,
+    movePhotoLeft: (photoId: string) => movePhoto(photoId, -1),
+    movePhotoRight: (photoId: string) => movePhoto(photoId, 1),
+    removeSelectedPhoto,
     handleRefineValueChange,
     handleRefineValueComplete,
     handleRefineReset,
diff --git a/src/addItem/sections/PhotoStep.tsx b/src/addItem/sections/PhotoStep.tsx
index 8555d6d..4bb1333 100644
--- a/src/addItem/sections/PhotoStep.tsx
+++ b/src/addItem/sections/PhotoStep.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import { Alert, Pressable, Text, View } from "react-native";
+import { Alert, Image, Pressable, ScrollView, Text, View } from "react-native";
 import { PhotoEditorSection } from "../../components/PhotoEditorSection";
 import { makeDevThrottleLogger } from "../devPerf";
 import { SectionCard } from "../ui/SectionCard";
@@ -167,6 +167,132 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
         onAdjust={() => {}}
         onRotate={() => Alert.alert("Coming soon", "Rotate is coming soon.")}
       />
+      {state.selectedPhotos?.length ? (
+        <View style={{ gap: 10, marginTop: 10 }}>
+          <View
+            style={{
+              flexDirection: "row",
+              alignItems: "center",
+              justifyContent: "space-between",
+            }}
+          >
+            <Text style={{ color: "#111", fontSize: 14, fontWeight: "800" }}>
+              Item photos
+            </Text>
+            <Text style={{ color: "#666", fontSize: 12 }}>
+              Mark a primary image and reorder before save
+            </Text>
+          </View>
+          <ScrollView horizontal showsHorizontalScrollIndicator={false}>
+            <View style={{ flexDirection: "row", gap: 12 }}>
+              {state.selectedPhotos.map((entry: any, index: number) => {
+                const previewUri =
+                  entry.normalizedLocalUri ??
+                  entry.cleanedLocalUri ??
+                  entry.localUri ??
+                  null;
+                const isPrimary = state.primaryPhotoId === entry.id;
+                return (
+                  <View
+                    key={entry.id}
+                    style={{
+                      width: 118,
+                      gap: 8,
+                    }}
+                  >
+                    <Pressable
+                      onPress={() => actions.setPrimaryPhoto(entry.id)}
+                      style={{
+                        borderRadius: 16,
+                        borderWidth: 2,
+                        borderColor: isPrimary ? "#111" : "rgba(17,17,17,0.12)",
+                        overflow: "hidden",
+                        backgroundColor: "#f3f4f6",
+                      }}
+                    >
+                      {previewUri ? (
+                        <Image
+                          source={{ uri: previewUri }}
+                          style={{ width: "100%", height: 132 }}
+                          resizeMode="contain"
+                        />
+                      ) : (
+                        <View style={{ width: "100%", height: 132, backgroundColor: "#f3f4f6" }} />
+                      )}
+                    </Pressable>
+                    <View style={{ gap: 6 }}>
+                      <Pressable
+                        onPress={() => actions.setPrimaryPhoto(entry.id)}
+                        style={[
+                          controller.styles.btnSecondary,
+                          {
+                            paddingVertical: 8,
+                            backgroundColor: isPrimary ? "#111" : "#fff",
+                            borderColor: isPrimary ? "#111" : "rgba(17,17,17,0.12)",
+                          },
+                        ]}
+                      >
+                        <Text
+                          style={[
+                            controller.styles.btnSecondaryText,
+                            { color: isPrimary ? "#fff" : "#111", fontSize: 12 },
+                          ]}
+                        >
+                          {isPrimary ? "Primary" : "Make primary"}
+                        </Text>
+                      </Pressable>
+                      <View style={{ flexDirection: "row", gap: 6 }}>
+                        <Pressable
+                          onPress={() => actions.movePhotoLeft(entry.id)}
+                          disabled={index === 0}
+                          style={[controller.styles.btnSecondary, { flex: 1, opacity: index === 0 ? 0.4 : 1 }]}
+                        >
+                          <Text style={[controller.styles.btnSecondaryText, { fontSize: 12 }]}>Left</Text>
+                        </Pressable>
+                        <Pressable
+                          onPress={() => actions.movePhotoRight(entry.id)}
+                          disabled={index === state.selectedPhotos.length - 1}
+                          style={[
+                            controller.styles.btnSecondary,
+                            {
+                              flex: 1,
+                              opacity: index === state.selectedPhotos.length - 1 ? 0.4 : 1,
+                            },
+                          ]}
+                        >
+                          <Text style={[controller.styles.btnSecondaryText, { fontSize: 12 }]}>Right</Text>
+                        </Pressable>
+                      </View>
+                      <Pressable
+                        onPress={() => actions.removeSelectedPhoto(entry.id)}
+                        style={[controller.styles.btnSecondary, { borderColor: "#b91c1c" }]}
+                      >
+                        <Text style={[controller.styles.btnSecondaryText, { color: "#b91c1c", fontSize: 12 }]}>
+                          Remove
+                        </Text>
+                      </Pressable>
+                    </View>
+                  </View>
+                );
+              })}
+            </View>
+          </ScrollView>
+          <View style={{ flexDirection: "row", gap: 8 }}>
+            <Pressable
+              onPress={() => void actions.pickPhoto("library")}
+              style={[controller.styles.btnSecondary, { flex: 1 }]}
+            >
+              <Text style={controller.styles.btnSecondaryText}>Add from library</Text>
+            </Pressable>
+            <Pressable
+              onPress={() => void actions.pickPhoto("camera")}
+              style={[controller.styles.btnSecondary, { flex: 1 }]}
+            >
+              <Text style={controller.styles.btnSecondaryText}>Add from camera</Text>
+            </Pressable>
+          </View>
+        </View>
+      ) : null}
       {!state.isEdit && state.ingestionStatus === "done" && state.lastAutofillSummary ? (
         <View style={controller.styles.inlineInfo}>
           <Text style={{ fontSize: 13, color: "#666" }}>
diff --git a/src/addItem/useAddItemController.ts b/src/addItem/useAddItemController.ts
index 90014b0..4898753 100644
--- a/src/addItem/useAddItemController.ts
+++ b/src/addItem/useAddItemController.ts
@@ -330,6 +330,7 @@ export function useAddItemController({
   const hasPhoto = useMemo(
     () =>
       !!(
+        photo.state.selectedPhotos?.length ||
         photo.state.pendingCleanedPhotoUri ||
         photo.state.pendingPhotoUri ||
         photo.state.photoUri ||
@@ -339,6 +340,7 @@ export function useAddItemController({
       ),
     [
       photo.state.cleanedPhotoUrl,
+      photo.state.selectedPhotos,
       photo.state.pendingCleanedPhotoUri,
       photo.state.pendingPhotoUri,
       photo.state.photoUri,
@@ -666,6 +668,7 @@ export function useAddItemController({
     rowKeys,
     touched,
     isDirty:
+      (photo.state.selectedPhotos?.length ?? 0) > 0 ||
       !!photo.state.pendingPhotoUri ||
       !!draft.state.brand ||
       !!draft.state.name ||
diff --git a/src/lib/uploadImage.ts b/src/lib/uploadImage.ts
index 1d936f4..fb429f0 100644
--- a/src/lib/uploadImage.ts
+++ b/src/lib/uploadImage.ts
@@ -6,6 +6,7 @@ type UploadItemPhotoParams = {
   uid: string;
   itemId: string;
   localUri: string;
+  imageId?: string;
   cleanedLocalUri?: string | null;
   normalizedLocalUri?: string | null;
   originalWidth?: number | null;
@@ -62,6 +63,7 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
     uid,
     itemId,
     localUri,
+    imageId = "",
     cleanedLocalUri = null,
     normalizedLocalUri = null,
     originalWidth = null,
@@ -77,7 +79,8 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
   });
   const primaryBlob = await blobFromFileUri(processedUri);
 
-  const storagePath = `users/${uid}/items/${itemId}.jpg`;
+  const suffix = imageId ? `/${imageId}` : "";
+  const storagePath = `users/${uid}/items/${itemId}${suffix}.jpg`;
   const fileRef = ref(storage, storagePath);
   await uploadBytes(fileRef, primaryBlob, {
     contentType: "image/jpeg",
@@ -90,7 +93,7 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
   let cleanedUrl: string | null = null;
   if (cleanedCandidateUri) {
     const cleanedBlob = await blobFromFileUri(cleanedCandidateUri);
-    const cleanedPath = `users/${uid}/items/${itemId}.cleaned.png`;
+    const cleanedPath = `users/${uid}/items/${itemId}${suffix}.cleaned.png`;
     const cleanedRef = ref(storage, cleanedPath);
     await uploadBytes(cleanedRef, cleanedBlob, {
       contentType: "image/png",
@@ -101,7 +104,7 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
   let normalizedUrl: string | null = null;
   if (normalizedLocalUri) {
     const normalizedBlob = await blobFromFileUri(normalizedLocalUri);
-    const normalizedPath = `users/${uid}/items/${itemId}.normalized.png`;
+    const normalizedPath = `users/${uid}/items/${itemId}${suffix}.normalized.png`;
     const normalizedRef = ref(storage, normalizedPath);
     await uploadBytes(normalizedRef, normalizedBlob, {
       contentType: "image/png",
@@ -115,5 +118,13 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
     cleanedUrl,
     normalizedUrl,
     cleanedSource: cleanedUrl ? "vision" : null,
+    imageUrls: [primaryUrl],
+    images: [
+      {
+        originalUrl: primaryUrl,
+        ...(cleanedUrl ? { cleanedUrl } : {}),
+        isPrimary: true,
+      },
+    ],
   };
 }

From 113555097b74aa47ed2a38fcff299ee4688192b6 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:47:32 -0500
Subject: [PATCH 07/93] feat(images): improve item image selection and
 normalized presentation

---
 app/(tabs)/item/[id].tsx                 | 312 ++++++++++++++++++++---
 src/components/closet/ClosetItemCard.tsx |  15 +-
 src/lib/itemImage.ts                     | 287 +++++++++++++++++++++
 src/lib/visualNormalization.ts           |  82 +++++-
 4 files changed, 635 insertions(+), 61 deletions(-)

diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index 63a1dd6..f933526 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -1,7 +1,19 @@
 import { router, useLocalSearchParams } from "expo-router";
 import { deleteDoc, deleteField, doc, onSnapshot, updateDoc } from "firebase/firestore";
 import React, { useEffect, useMemo, useState } from "react";
-import { Alert, Image, Modal, Pressable, ScrollView, Text, TextInput, View } from "react-native";
+import {
+  Alert,
+  Dimensions,
+  Image,
+  Modal,
+  NativeScrollEvent,
+  NativeSyntheticEvent,
+  Pressable,
+  ScrollView,
+  Text,
+  TextInput,
+  View,
+} from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import { SafeScreen } from "../../../src/components/SafeScreen";
@@ -10,7 +22,7 @@ import { useAuth } from "../../../src/hooks/useAuth";
 import { useAppTheme } from "../../../src/hooks/useAppTheme";
 import { useResponsiveLayout } from "../../../src/hooks/useResponsiveLayout";
 import { db } from "../../../src/lib/firebase";
-import { getItemImageUrl } from "../../../src/lib/itemImage";
+import { getItemImagePresentation, getItemImageUrl } from "../../../src/lib/itemImage";
 import {
   getIngestionStatus,
   markWashed as markWashedItem,
@@ -23,6 +35,83 @@ type ItemDetails = ClothingItem & {
   id: string;
 };
 
+type DetailImageAsset = {
+  uri: string;
+  isPrimary: boolean;
+};
+
+function isValidUrl(value?: string | null) {
+  const url = String(value ?? "").trim();
+  if (!url) return false;
+  return url.startsWith("file://") || /^https?:\/\//i.test(url);
+}
+
+function dedupeImageAssets(images: DetailImageAsset[]) {
+  const seen = new Set<string>();
+  return images.filter((image) => {
+    const key = image.uri.trim();
+    if (!key || seen.has(key)) return false;
+    seen.add(key);
+    return true;
+  });
+}
+
+function getItemDetailImages(item: ItemDetails | null): DetailImageAsset[] {
+  if (!item) return [];
+
+  const next: DetailImageAsset[] = [];
+  const sources = [
+    ...(item.images ?? []),
+    ...(item.photos?.images ?? []),
+  ];
+
+  for (const image of sources) {
+    const candidate = getItemImageUrl(
+      {
+        ...item,
+        images: image
+          ? [
+              {
+                originalUrl: image.originalUrl ?? null,
+                cleanedUrl: image.cleanedUrl ?? null,
+                isPrimary: Boolean(image.isPrimary),
+              },
+            ]
+          : [],
+        photos: {
+          ...item.photos,
+          images: image
+            ? [
+                {
+                  originalUrl: image.originalUrl ?? null,
+                  cleanedUrl: image.cleanedUrl ?? null,
+                  isPrimary: Boolean(image.isPrimary),
+                },
+              ]
+            : [],
+          primaryUrl: image?.originalUrl ?? item.photos?.primaryUrl ?? null,
+        },
+      },
+      { variant: "hero" },
+    );
+
+    if (candidate && isValidUrl(candidate)) {
+      next.push({
+        uri: candidate,
+        isPrimary: Boolean(image?.isPrimary),
+      });
+    }
+  }
+
+  const fallback = getItemImageUrl(item, { variant: "hero" });
+  if (fallback && isValidUrl(fallback)) {
+    next.push({ uri: fallback, isPrimary: next.length === 0 });
+  }
+
+  const deduped = dedupeImageAssets(next);
+  return deduped.sort((a, b) => Number(b.isPrimary) - Number(a.isPrimary));
+}
+
 function formatDate(value?: any | null) {
   if (!value) return "—";
   if (typeof value?.toDate === "function") {
@@ -39,7 +128,7 @@ function formatDateOrNotSet(value?: any | null) {
   return formatDate(value);
 }
 
-function ingestionStatusLabel(item: ItemDetails) {
+function ingestionStatusLabel(item: ItemDetails | null | undefined) {
   const status = getIngestionStatus(item) ?? "pending";
   if (status === "done") return "done";
   if (status === "failed") return "failed";
@@ -133,10 +222,15 @@ export default function ItemDetailsScreen() {
   const [colorSaving, setColorSaving] = useState(false);
   const [colorSavedAt, setColorSavedAt] = useState<number | null>(null);
   const [detailImageOpen, setDetailImageOpen] = useState(false);
+  const [activeImageIndex, setActiveImageIndex] = useState(0);
   const [patternDraft, setPatternDraft] = useState("");
   const [materialDraft, setMaterialDraft] = useState("");
   const [footerHeight, setFooterHeight] = useState(0);
   const itemImageUri = getItemImageUrl(item, { variant: "hero" });
+  const detailImages = useMemo(() => getItemDetailImages(item), [item]);
+  const imagePresentation = getItemImagePresentation(item, {
+    surface: "item_detail",
+  });
   const footerOffset = layout.composerOffset;
   const quickFacts = item
     ? [
@@ -186,6 +280,11 @@ export default function ItemDetailsScreen() {
       ]
     : [];
 
+  useEffect(() => {
+    if (activeImageIndex <= Math.max(detailImages.length - 1, 0)) return;
+    setActiveImageIndex(0);
+  }, [activeImageIndex, detailImages.length]);
+
   useEffect(() => {
     if (!itemImageUri) return;
     const baseUri = itemImageUri.split("?")[0]?.toLowerCase() ?? "";
@@ -394,7 +493,8 @@ export default function ItemDetailsScreen() {
     <SafeScreen backgroundColor={colors.background} includeBottomInset={false}>
       <ItemImageModal
         visible={detailImageOpen}
-        uri={itemImageUri}
+        images={detailImages}
+        initialIndex={activeImageIndex}
         onClose={() => setDetailImageOpen(false)}
       />
       <ScrollView
@@ -444,30 +544,16 @@ export default function ItemDetailsScreen() {
         ) : (
           <>
             <SectionCard title="Product view" subtitle="Tap the image to inspect the full asset.">
-              {itemImageUri ? (
-                <Pressable
-                  onPress={() => setDetailImageOpen(true)}
-                  style={{ width: "100%", height: 216, borderRadius: 18 }}
-                >
-                  <View
-                    style={{
-                      width: "100%",
-                      height: 216,
-                      borderRadius: 18,
-                      backgroundColor: "rgba(255,255,255,0.04)",
-                      overflow: "hidden",
-                      alignItems: "center",
-                      justifyContent: "center",
-                      padding: 18,
-                    }}
-                  >
-                    <Image
-                      source={{ uri: itemImageUri }}
-                      style={{ width: "100%", height: "100%" }}
-                      resizeMode="contain"
-                    />
-                  </View>
-                </Pressable>
+              {detailImages.length > 0 ? (
+                <DetailImageCarousel
+                  images={detailImages}
+                  activeIndex={activeImageIndex}
+                  onIndexChange={setActiveImageIndex}
+                  onPressImage={() => setDetailImageOpen(true)}
+                  containerAspectRatio={imagePresentation.containerAspectRatio}
+                  imageStyle={imagePresentation.imageStyle}
+                  resizeMode={imagePresentation.resizeMode}
+                />
               ) : (
                 <View
                   style={{
@@ -816,11 +902,26 @@ const textInput = {
 
 function ItemImageModal(props: {
   visible: boolean;
-  uri: string | null;
+  images: DetailImageAsset[];
+  initialIndex: number;
   onClose: () => void;
 }) {
-  const { visible, uri, onClose } = props;
+  const { visible, images, initialIndex, onClose } = props;
   const insets = useSafeAreaInsets();
+  const [activeIndex, setActiveIndex] = useState(initialIndex);
+  const windowWidth = Dimensions.get("window").width;
+
+  useEffect(() => {
+    if (!visible) return;
+    setActiveIndex(initialIndex);
+  }, [initialIndex, visible]);
+
+  const imageWidth = Math.max(windowWidth - 32, 1);
+
+  function onMomentumScrollEnd(event: NativeSyntheticEvent<NativeScrollEvent>) {
+    const nextIndex = Math.round(event.nativeEvent.contentOffset.x / imageWidth);
+    setActiveIndex(Math.max(0, Math.min(images.length - 1, nextIndex)));
+  }
 
   return (
     <Modal visible={visible} animationType="slide" presentationStyle="fullScreen" onRequestClose={onClose}>
@@ -864,23 +965,154 @@ function ItemImageModal(props: {
           bouncesZoom={false}
           centerContent
         >
-          {uri ? (
+          {images.length > 0 ? (
+            <ScrollView
+              horizontal
+              pagingEnabled
+              showsHorizontalScrollIndicator={false}
+              contentOffset={{ x: imageWidth * activeIndex, y: 0 }}
+              onMomentumScrollEnd={onMomentumScrollEnd}
+            >
+              {images.map((image) => (
+                <View
+                  key={image.uri}
+                  style={{
+                    width: imageWidth,
+                    minHeight: 360,
+                    alignItems: "center",
+                    justifyContent: "center",
+                  }}
+                >
+                  <View
+                    style={{
+                      width: "100%",
+                      minHeight: 360,
+                      alignItems: "center",
+                      justifyContent: "center",
+                      backgroundColor: "#fff",
+                      borderRadius: 20,
+                      overflow: "hidden",
+                      padding: 16,
+                    }}
+                  >
+                    <Image
+                      source={{ uri: image.uri }}
+                      style={{ width: "100%", height: 520 }}
+                      resizeMode="contain"
+                    />
+                  </View>
+                </View>
+              ))}
+            </ScrollView>
+          ) : null}
+          {images.length > 1 ? (
+            <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "center", gap: 8, marginTop: 14 }}>
+              {images.map((image, index) => (
+                <View
+                  key={`${image.uri}-dot`}
+                  style={{
+                    width: index === activeIndex ? 18 : 8,
+                    height: 8,
+                    borderRadius: 999,
+                    backgroundColor: index === activeIndex ? "#fff" : "rgba(255,255,255,0.3)",
+                  }}
+                />
+              ))}
+              <Text style={{ color: "rgba(255,255,255,0.78)", fontWeight: "700", marginLeft: 8 }}>
+                {activeIndex + 1} / {images.length}
+              </Text>
+            </View>
+          ) : null}
+        </ScrollView>
+      </View>
+    </Modal>
+  );
+}
+
+function DetailImageCarousel(props: {
+  images: DetailImageAsset[];
+  activeIndex: number;
+  onIndexChange: (index: number) => void;
+  onPressImage: () => void;
+  containerAspectRatio: number;
+  imageStyle: object;
+  resizeMode: "contain";
+}) {
+  const {
+    images,
+    activeIndex,
+    onIndexChange,
+    onPressImage,
+    containerAspectRatio,
+    imageStyle,
+    resizeMode,
+  } = props;
+  const layout = useResponsiveLayout();
+  const windowWidth = Dimensions.get("window").width;
+  const cardWidth = Math.max(windowWidth - layout.horizontalPadding * 2 - 36, 1);
+  const cardHeight = Math.min(520, Math.max(280, cardWidth / Math.max(containerAspectRatio, 0.55)));
+
+  function onMomentumScrollEnd(event: NativeSyntheticEvent<NativeScrollEvent>) {
+    const nextIndex = Math.round(event.nativeEvent.contentOffset.x / cardWidth);
+    onIndexChange(Math.max(0, Math.min(images.length - 1, nextIndex)));
+  }
+
+  return (
+    <View style={{ gap: 12 }}>
+      <ScrollView
+        horizontal
+        pagingEnabled
+        showsHorizontalScrollIndicator={false}
+        contentOffset={{ x: cardWidth * activeIndex, y: 0 }}
+        onMomentumScrollEnd={onMomentumScrollEnd}
+      >
+        {images.map((image) => (
+          <Pressable
+            key={image.uri}
+            onPress={onPressImage}
+            style={{ width: cardWidth, borderRadius: 18 }}
+          >
             <View
               style={{
                 width: "100%",
-                minHeight: 360,
+                height: cardHeight,
+                borderRadius: 18,
+                backgroundColor: "rgba(255,255,255,0.04)",
+                overflow: "hidden",
                 alignItems: "center",
                 justifyContent: "center",
-                backgroundColor: "#fff",
-                borderRadius: 20,
-                overflow: "hidden",
+                padding: 12,
               }}
             >
-              <Image source={{ uri }} style={{ width: "100%", height: 520 }} resizeMode="contain" />
+              <Image
+                source={{ uri: image.uri }}
+                style={[{ width: "100%", height: "100%" }, imageStyle]}
+                resizeMode={resizeMode}
+              />
             </View>
-          ) : null}
-        </ScrollView>
-      </View>
-    </Modal>
+          </Pressable>
+        ))}
+      </ScrollView>
+      {images.length > 1 ? (
+        <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
+          <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+            {images.map((image, index) => (
+              <View
+                key={`${image.uri}-pagination`}
+                style={{
+                  width: index === activeIndex ? 18 : 8,
+                  height: 8,
+                  borderRadius: 999,
+                  backgroundColor: index === activeIndex ? "#8bcfff" : "rgba(255,255,255,0.18)",
+                }}
+              />
+            ))}
+          </View>
+          <Text style={{ color: "#9aa3af", fontSize: 13, fontWeight: "700" }}>
+            {activeIndex + 1} / {images.length}
+          </Text>
+        </View>
+      ) : null}
+    </View>
   );
 }
diff --git a/src/components/closet/ClosetItemCard.tsx b/src/components/closet/ClosetItemCard.tsx
index d45e743..3388af6 100644
--- a/src/components/closet/ClosetItemCard.tsx
+++ b/src/components/closet/ClosetItemCard.tsx
@@ -3,7 +3,7 @@ import { Image, Pressable, Text, View } from "react-native";
 
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { getItemImageUrl } from "@/src/lib/itemImage";
+import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClosetItem } from "@/src/lib/items";
 import { sanitizeDisplayText } from "@/src/lib/text";
 
@@ -26,6 +26,7 @@ export function ClosetItemCard({
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const imageUrl = getItemImageUrl(item, { variant: "thumb" });
+  const imagePresentation = getItemImagePresentation(item, { surface: "closet_card" });
 
   return (
     <Pressable
@@ -45,21 +46,21 @@ export function ClosetItemCard({
     >
       <View
         style={{
-          aspectRatio: 1,
+          aspectRatio: imagePresentation.containerAspectRatio,
           backgroundColor: "transparent",
           alignItems: "center",
           justifyContent: "center",
           overflow: "hidden",
-          paddingHorizontal: 8,
-          paddingTop: 8,
-          paddingBottom: 4,
+          paddingHorizontal: 4,
+          paddingTop: 4,
+          paddingBottom: 2,
         }}
       >
         {imageUrl ? (
           <Image
             source={{ uri: imageUrl }}
-            style={{ width: "100%", height: "100%" }}
-            resizeMode="contain"
+            style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+            resizeMode={imagePresentation.resizeMode}
           />
         ) : (
           <View
diff --git a/src/lib/itemImage.ts b/src/lib/itemImage.ts
index 4f37176..ce2dd91 100644
--- a/src/lib/itemImage.ts
+++ b/src/lib/itemImage.ts
@@ -1,4 +1,38 @@
+import { getVisualNormalizationDefaults, mergeVisualNormalization } from "./visualNormalization";
+
+export type ItemImageSurface =
+  | "closet_card"
+  | "item_detail"
+  | "home_today"
+  | "home_continue"
+  | "ai_outfit";
+
 type ImageLikeItem = {
+  images?: {
+    originalUrl?: string | null;
+    cleanedUrl?: string | null;
+    isPrimary?: boolean;
+  }[] | null;
+  originalImageUrl?: string | null;
+  cleanedImageUrl?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  type?: string | null;
+  visualNormalization?: {
+    contentBounds?: {
+      leftPct: number;
+      topPct: number;
+      widthPct: number;
+      heightPct: number;
+    };
+    contentWidthPct?: number;
+    contentHeightPct?: number;
+    visualFillRatio?: number;
+    verticalBias?: number;
+    recommendedScale?: number;
+    recommendedTranslateY?: number;
+    anchor?: "top" | "center" | "waist" | "foot";
+  } | null;
   photoUrl?: string | null;
   photoUri?: string | null;
   normalizedUrl?: string | null;
@@ -9,6 +43,11 @@ type ImageLikeItem = {
   pendingPhotoUri?: string | null;
   photos?: {
     originalUrl?: string | null;
+    images?: {
+      originalUrl?: string | null;
+      cleanedUrl?: string | null;
+      isPrimary?: boolean;
+    }[] | null;
     normalizedUrl?: string | null;
     previewUrl?: string | null;
     cleanedUrl?: string | null;
@@ -66,15 +105,260 @@ function getCleanedSource(item: ImageLikeItem): string {
   return "";
 }
 
+function getPrimaryImage(item: ImageLikeItem) {
+  const primary =
+    item.images?.find((image) => image?.isPrimary) ??
+    item.images?.[0] ??
+    item.photos?.images?.find((image) => image?.isPrimary) ??
+    item.photos?.images?.[0] ??
+    null;
+  return {
+    originalUrl: String(primary?.originalUrl ?? item.originalImageUrl ?? "").trim() || null,
+    cleanedUrl: String(primary?.cleanedUrl ?? item.cleanedImageUrl ?? "").trim() || null,
+  };
+}
+
+function clamp(value: number, min: number, max: number) {
+  return Math.max(min, Math.min(max, value));
+}
+
+function normalizeToken(value?: string | null) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ");
+}
+
+function getFrameAspectRatio(item: ImageLikeItem | null | undefined): number {
+  const joined = [
+    normalizeToken(item?.category),
+    normalizeToken(item?.subCategory),
+    normalizeToken(item?.type),
+  ].join(" ");
+
+  if (
+    joined.includes("jeans") ||
+    joined.includes("pants") ||
+    joined.includes("trousers") ||
+    joined.includes("dress") ||
+    joined.includes("skirt") ||
+    joined.includes("jumpsuit") ||
+    joined.includes("romper")
+  ) {
+    return 0.72;
+  }
+  if (
+    joined.includes("shirt") ||
+    joined.includes("blouse") ||
+    joined.includes("tee") ||
+    joined.includes("top") ||
+    joined.includes("crop top") ||
+    joined.includes("jacket") ||
+    joined.includes("coat") ||
+    joined.includes("hoodie")
+  ) {
+    return 0.82;
+  }
+  if (
+    joined.includes("shoe") ||
+    joined.includes("sneaker") ||
+    joined.includes("boot") ||
+    joined.includes("loafer") ||
+    joined.includes("heel")
+  ) {
+    return 1.18;
+  }
+  if (
+    joined.includes("glasses") ||
+    joined.includes("watch") ||
+    joined.includes("bag") ||
+    joined.includes("handbag") ||
+    joined.includes("bracelet") ||
+    joined.includes("necklace") ||
+    joined.includes("hat") ||
+    joined.includes("cap")
+  ) {
+    return 1.0;
+  }
+  return 0.86;
+}
+
+type SurfaceProfile = {
+  aspectRatioMin: number;
+  aspectRatioMax: number;
+  aspectRatioWeight: number;
+  fillTargetHeight: number;
+  fillTargetWidth: number;
+  fillAggressiveness: number;
+  minScale: number;
+  maxScale: number;
+  translateMin: number;
+  translateMax: number;
+  verticalBiasStrength: number;
+};
+
+const SURFACE_PROFILES: Record<ItemImageSurface, SurfaceProfile> = {
+  closet_card: {
+    aspectRatioMin: 0.66,
+    aspectRatioMax: 0.92,
+    aspectRatioWeight: 0.76,
+    fillTargetHeight: 96,
+    fillTargetWidth: 90,
+    fillAggressiveness: 1.12,
+    minScale: 1.02,
+    maxScale: 1.58,
+    translateMin: -10,
+    translateMax: 20,
+    verticalBiasStrength: 0.2,
+  },
+  item_detail: {
+    aspectRatioMin: 0.62,
+    aspectRatioMax: 1.06,
+    aspectRatioWeight: 0.68,
+    fillTargetHeight: 95,
+    fillTargetWidth: 92,
+    fillAggressiveness: 1.08,
+    minScale: 1,
+    maxScale: 1.5,
+    translateMin: -12,
+    translateMax: 22,
+    verticalBiasStrength: 0.18,
+  },
+  home_today: {
+    aspectRatioMin: 0.72,
+    aspectRatioMax: 1.02,
+    aspectRatioWeight: 0.58,
+    fillTargetHeight: 92,
+    fillTargetWidth: 88,
+    fillAggressiveness: 1.02,
+    minScale: 0.98,
+    maxScale: 1.38,
+    translateMin: -10,
+    translateMax: 16,
+    verticalBiasStrength: 0.12,
+  },
+  home_continue: {
+    aspectRatioMin: 0.72,
+    aspectRatioMax: 0.98,
+    aspectRatioWeight: 0.62,
+    fillTargetHeight: 93,
+    fillTargetWidth: 88,
+    fillAggressiveness: 1.05,
+    minScale: 1,
+    maxScale: 1.42,
+    translateMin: -10,
+    translateMax: 18,
+    verticalBiasStrength: 0.14,
+  },
+  ai_outfit: {
+    aspectRatioMin: 0.78,
+    aspectRatioMax: 1.08,
+    aspectRatioWeight: 0.56,
+    fillTargetHeight: 90,
+    fillTargetWidth: 86,
+    fillAggressiveness: 1,
+    minScale: 0.96,
+    maxScale: 1.34,
+    translateMin: -10,
+    translateMax: 14,
+    verticalBiasStrength: 0.1,
+  },
+};
+
+function clampAspectRatio(value: number, min: number, max: number) {
+  return clamp(value, min, max);
+}
+
+function getContentAspectRatio(item: ImageLikeItem | null | undefined, fallback: number) {
+  const widthPct = item?.visualNormalization?.contentWidthPct ?? item?.visualNormalization?.contentBounds?.widthPct;
+  const heightPct =
+    item?.visualNormalization?.contentHeightPct ?? item?.visualNormalization?.contentBounds?.heightPct;
+  if (!widthPct || !heightPct) return fallback;
+  return clampAspectRatio(widthPct / heightPct, 0.45, 1.6);
+}
+
+export function getItemImagePresentation(
+  item: ImageLikeItem | null | undefined,
+  options:
+    | { surface: ItemImageSurface }
+    | { variant: "thumb" | "hero" },
+) {
+  const surface: ItemImageSurface =
+    "surface" in options
+      ? options.surface
+      : options.variant === "hero"
+        ? "item_detail"
+        : "closet_card";
+  const surfaceProfile = SURFACE_PROFILES[surface];
+  const normalization = mergeVisualNormalization(
+    getVisualNormalizationDefaults({
+      category: item?.category,
+      subCategory: item?.subCategory,
+      type: item?.type,
+    }),
+    item?.visualNormalization,
+  );
+  const fallbackAspectRatio = getFrameAspectRatio(item);
+  const contentWidthPct =
+    normalization.contentWidthPct ?? normalization.contentBounds?.widthPct ?? 82;
+  const contentHeightPct =
+    normalization.contentHeightPct ?? normalization.contentBounds?.heightPct ?? 88;
+  const contentAspectRatio = getContentAspectRatio(item, fallbackAspectRatio);
+  const containerAspectRatio = clampAspectRatio(
+    fallbackAspectRatio * (1 - surfaceProfile.aspectRatioWeight) +
+      contentAspectRatio * surfaceProfile.aspectRatioWeight,
+    surfaceProfile.aspectRatioMin,
+    surfaceProfile.aspectRatioMax,
+  );
+  const fillHeightBoost = surfaceProfile.fillTargetHeight / contentHeightPct;
+  const fillWidthBoost = surfaceProfile.fillTargetWidth / contentWidthPct;
+  const fillBoost = clamp(
+    Math.max(fillHeightBoost, fillWidthBoost) * surfaceProfile.fillAggressiveness,
+    surfaceProfile.minScale,
+    surfaceProfile.maxScale,
+  );
+  const anchorBias =
+    normalization.anchor === "top"
+      ? 4
+      : normalization.anchor === "waist"
+        ? 3
+        : normalization.anchor === "foot"
+          ? 2
+          : 0;
+  const verticalBias = normalization.verticalBias ?? 0;
+  const scale = clamp(
+    (normalization.recommendedScale ?? 1) * fillBoost,
+    surfaceProfile.minScale,
+    surfaceProfile.maxScale,
+  );
+  const translateY = clamp(
+    (normalization.recommendedTranslateY ?? 0) +
+      anchorBias +
+      verticalBias * surfaceProfile.verticalBiasStrength,
+    surfaceProfile.translateMin,
+    surfaceProfile.translateMax,
+  );
+
+  return {
+    resizeMode: "contain" as const,
+    containerAspectRatio,
+    imageStyle: {
+      transform: [{ translateY }, { scale }],
+    } as const,
+  };
+}
+
 export function getItemImageUrl(
   item: ImageLikeItem | null | undefined,
   options: { variant: "thumb" | "hero" }
 ): string | null {
   if (!item) return null;
+  const primaryImage = getPrimaryImage(item);
   const cleanedSource = getCleanedSource(item);
   const preferredVisionCleaned =
     cleanedSource === "vision"
       ? [
+          primaryImage.cleanedUrl,
           item.photos?.normalizedUrl,
           item.normalizedUrl,
           item.photos?.previewUrl,
@@ -85,6 +369,7 @@ export function getItemImageUrl(
         ]
       : [];
   const fallbackCleaned = [
+    primaryImage.cleanedUrl,
     item.photos?.normalizedUrl,
     item.normalizedUrl,
     item.photos?.previewUrl,
@@ -97,6 +382,7 @@ export function getItemImageUrl(
   if (options.variant === "hero") {
     return firstValidUrl([
       ...preferredVisionCleaned,
+      primaryImage.originalUrl,
       item.photos?.primaryUrl,
       item.photoUrl,
       item.photoUri,
@@ -112,6 +398,7 @@ export function getItemImageUrl(
 
   return firstValidUrl([
     ...preferredVisionCleaned,
+    primaryImage.originalUrl,
     item.photos?.primaryUrl,
     item.photoUrl,
     item.photoUri,
diff --git a/src/lib/visualNormalization.ts b/src/lib/visualNormalization.ts
index 39c5086..4eee385 100644
--- a/src/lib/visualNormalization.ts
+++ b/src/lib/visualNormalization.ts
@@ -7,6 +7,10 @@ export type VisualNormalization = {
     widthPct: number;
     heightPct: number;
   };
+  contentWidthPct?: number;
+  contentHeightPct?: number;
+  visualFillRatio?: number;
+  verticalBias?: number;
   recommendedScale?: number;
   recommendedTranslateY?: number;
   anchor?: VisualNormalizationAnchor;
@@ -64,11 +68,14 @@ function inferAnchor(input: {
   }
   if (
     tokens.includes("shirt") ||
+    tokens.includes("blouse") ||
     tokens.includes("tee") ||
     tokens.includes("t-shirt") ||
+    tokens.includes("crop top") ||
     tokens.includes("jacket") ||
     tokens.includes("coat") ||
-    tokens.includes("hoodie")
+    tokens.includes("hoodie") ||
+    tokens.includes("dress")
   ) {
     return "top";
   }
@@ -86,10 +93,16 @@ export function getVisualNormalizationDefaults(input: {
   const joined = `${category} ${subCategory} ${type}`;
 
   if (joined.includes("shirt")) {
-    return { recommendedScale: 1.02, recommendedTranslateY: 6, anchor: "top" };
+    return { recommendedScale: 1.1, recommendedTranslateY: 10, anchor: "top" };
+  }
+  if (joined.includes("blouse")) {
+    return { recommendedScale: 1.08, recommendedTranslateY: 8, anchor: "top" };
+  }
+  if (joined.includes("crop top")) {
+    return { recommendedScale: 1.04, recommendedTranslateY: 6, anchor: "top" };
   }
   if (joined.includes("tee") || joined.includes("t-shirt")) {
-    return { recommendedScale: 0.98, recommendedTranslateY: 4, anchor: "top" };
+    return { recommendedScale: 1.06, recommendedTranslateY: 8, anchor: "top" };
   }
   if (
     joined.includes("jacket") ||
@@ -97,27 +110,39 @@ export function getVisualNormalizationDefaults(input: {
     joined.includes("overshirt") ||
     joined.includes("hoodie")
   ) {
-    return { recommendedScale: 1.04, recommendedTranslateY: 2, anchor: "top" };
+    return { recommendedScale: 1.1, recommendedTranslateY: 6, anchor: "top" };
   }
   if (joined.includes("jeans") || joined.includes("pants") || joined.includes("trousers")) {
-    return { recommendedScale: 1.0, recommendedTranslateY: 0, anchor: "waist" };
+    return { recommendedScale: 1.08, recommendedTranslateY: 4, anchor: "waist" };
+  }
+  if (joined.includes("skirt")) {
+    return { recommendedScale: 1.06, recommendedTranslateY: 3, anchor: "waist" };
+  }
+  if (joined.includes("dress") || joined.includes("romper") || joined.includes("jumpsuit")) {
+    return { recommendedScale: 1.1, recommendedTranslateY: 4, anchor: "top" };
   }
   if (
     joined.includes("shoe") ||
     joined.includes("sneaker") ||
     joined.includes("loafer") ||
-    joined.includes("boot")
+    joined.includes("boot") ||
+    joined.includes("heel")
   ) {
-    return { recommendedScale: 0.98, recommendedTranslateY: 2, anchor: "foot" };
+    return { recommendedScale: 1.04, recommendedTranslateY: 4, anchor: "foot" };
   }
   if (joined.includes("watch")) {
-    return { recommendedScale: 0.96, recommendedTranslateY: 0, anchor: "center" };
+    return { recommendedScale: 1.0, recommendedTranslateY: 0, anchor: "center" };
   }
   if (joined.includes("glasses") || joined.includes("sunglasses")) {
-    return { recommendedScale: 0.96, recommendedTranslateY: 0, anchor: "center" };
+    return { recommendedScale: 1.0, recommendedTranslateY: 0, anchor: "center" };
   }
-  if (joined.includes("bag") || joined.includes("backpack") || joined.includes("crossbody")) {
-    return { recommendedScale: 1.02, recommendedTranslateY: 0, anchor: "center" };
+  if (
+    joined.includes("bag") ||
+    joined.includes("handbag") ||
+    joined.includes("backpack") ||
+    joined.includes("crossbody")
+  ) {
+    return { recommendedScale: 1.08, recommendedTranslateY: 0, anchor: "center" };
   }
   return { recommendedScale: 1, recommendedTranslateY: 0, anchor: inferAnchor(input) };
 }
@@ -136,10 +161,10 @@ export function buildVisualNormalizationFromContentBounds(
   const heightPct = clamp((contentBounds.height / imageHeight) * 100, 0.1, 100);
 
   const defaults = getVisualNormalizationDefaults(input);
-  const fillHeightTarget = 84;
-  const fillCompensation = clamp(fillHeightTarget / heightPct, 0.88, 1.22);
+  const fillHeightTarget = 92;
+  const fillCompensation = clamp(fillHeightTarget / heightPct, 0.95, 1.35);
   const topBias = 10 - topPct;
-  const translateFromTopBias = clamp(topBias * 0.6, -12, 12);
+  const translateFromTopBias = clamp(topBias * 0.75, -14, 16);
 
   return {
     contentBounds: {
@@ -148,6 +173,12 @@ export function buildVisualNormalizationFromContentBounds(
       widthPct,
       heightPct,
     },
+    contentWidthPct: widthPct,
+    contentHeightPct: heightPct,
+    visualFillRatio: Number(((widthPct * heightPct) / 10000).toFixed(4)),
+    verticalBias: Number(
+      (100 - (topPct + heightPct) - topPct).toFixed(2),
+    ),
     recommendedScale: Number(((defaults.recommendedScale ?? 1) * fillCompensation).toFixed(3)),
     recommendedTranslateY: Math.round((defaults.recommendedTranslateY ?? 0) + translateFromTopBias),
     anchor: defaults.anchor ?? inferAnchor(input),
@@ -164,6 +195,29 @@ export function mergeVisualNormalization(
 ): VisualNormalization {
   return {
     contentBounds: itemLevel?.contentBounds,
+    contentWidthPct:
+      itemLevel?.contentWidthPct ?? itemLevel?.contentBounds?.widthPct,
+    contentHeightPct:
+      itemLevel?.contentHeightPct ?? itemLevel?.contentBounds?.heightPct,
+    visualFillRatio:
+      itemLevel?.visualFillRatio ??
+      (() => {
+        const widthPct =
+          itemLevel?.contentWidthPct ?? itemLevel?.contentBounds?.widthPct;
+        const heightPct =
+          itemLevel?.contentHeightPct ?? itemLevel?.contentBounds?.heightPct;
+        if (!widthPct || !heightPct) return undefined;
+        return Number(((widthPct * heightPct) / 10000).toFixed(4));
+      })(),
+    verticalBias:
+      itemLevel?.verticalBias ??
+      (() => {
+        const topPct = itemLevel?.contentBounds?.topPct;
+        const heightPct =
+          itemLevel?.contentHeightPct ?? itemLevel?.contentBounds?.heightPct;
+        if (topPct == null || heightPct == null) return undefined;
+        return Number((100 - (topPct + heightPct) - topPct).toFixed(2));
+      })(),
     recommendedScale: itemLevel?.recommendedScale ?? defaults.recommendedScale ?? 1,
     recommendedTranslateY:
       itemLevel?.recommendedTranslateY ?? defaults.recommendedTranslateY ?? 0,

From 917130cf47b68e57614deb32741f1d2acbcf0003 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 01:47:53 -0500
Subject: [PATCH 08/93] feat(ui): update aura and home components for new
 wardrobe data

---
 src/components/ai/OutfitMessage.tsx     | 18 ++++++++++++++----
 src/components/home/ContinueSection.tsx | 16 ++++++++++++----
 src/components/home/TodayOutfitCard.tsx | 11 +++++++++--
 3 files changed, 35 insertions(+), 10 deletions(-)

diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index d81be3b..1351bad 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -3,7 +3,7 @@ import React from "react";
 import { Image, Pressable, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
-import { getItemImageUrl } from "@/src/lib/itemImage";
+import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
@@ -114,6 +114,11 @@ export default function OutfitMessage({
           const imageUri = getItemImageUrl(item, { variant: "thumb" });
           return (
             <View key={`${outfit.id}-${slot}-${item.id}`} style={{ flex: 1, minWidth: 0, gap: 10 }}>
+              {(() => {
+                const imagePresentation = getItemImagePresentation(item, {
+                  surface: "ai_outfit",
+                });
+                return (
               <View
                 style={{
                   borderRadius: 20,
@@ -121,7 +126,7 @@ export default function OutfitMessage({
                   backgroundColor: "rgba(255,255,255,0.04)",
                   borderWidth: 1,
                   borderColor: "rgba(255,255,255,0.06)",
-                  aspectRatio: 0.84,
+                  aspectRatio: imagePresentation.containerAspectRatio,
                   justifyContent: "center",
                   alignItems: "center",
                 }}
@@ -129,8 +134,11 @@ export default function OutfitMessage({
                 {imageUri ? (
                   <Image
                     source={{ uri: imageUri }}
-                    resizeMode="contain"
-                    style={{ width: "100%", height: "100%", borderRadius: 14 }}
+                    resizeMode={imagePresentation.resizeMode}
+                    style={[
+                      { width: "100%", height: "100%", borderRadius: 14 },
+                      imagePresentation.imageStyle,
+                    ]}
                   />
                 ) : (
                   <View
@@ -143,6 +151,8 @@ export default function OutfitMessage({
                   />
                 )}
               </View>
+                );
+              })()}
               <View style={{ gap: 3 }}>
                 <Text style={{ color: "rgba(255,255,255,0.5)", fontSize: 11, fontWeight: "700", letterSpacing: 0.7 }} numberOfLines={1} ellipsizeMode="tail">
                   {slotLabel(slot)}
diff --git a/src/components/home/ContinueSection.tsx b/src/components/home/ContinueSection.tsx
index b0f0742..496bd16 100644
--- a/src/components/home/ContinueSection.tsx
+++ b/src/components/home/ContinueSection.tsx
@@ -3,7 +3,7 @@ import { Image, Pressable, ScrollView, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { getItemImageUrl } from "@/src/lib/itemImage";
+import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 function itemTitle(item: ClothingItem) {
@@ -35,6 +35,9 @@ export default function ContinueSection({
       <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 12, paddingRight: 8 }}>
         {items.map((item) => {
           const imageUri = getItemImageUrl(item, { variant: "thumb" });
+          const imagePresentation = getItemImagePresentation(item, {
+            surface: "home_continue",
+          });
           return (
             <Pressable
               key={item.id}
@@ -51,15 +54,20 @@ export default function ContinueSection({
             >
               <View
                 style={{
-                  height: layout.continueCardWidth - 20,
+                  height: (layout.continueCardWidth - 20) / imagePresentation.containerAspectRatio,
                   backgroundColor: colors.surface,
                   alignItems: "center",
                   justifyContent: "center",
-                  padding: 12,
+                  paddingHorizontal: 8,
+                  paddingVertical: 6,
                 }}
               >
                 {imageUri ? (
-                  <Image source={{ uri: imageUri }} style={{ width: "100%", height: "100%" }} resizeMode="contain" />
+                  <Image
+                    source={{ uri: imageUri }}
+                    style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+                    resizeMode={imagePresentation.resizeMode}
+                  />
                 ) : (
                   <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>No image</Text>
                 )}
diff --git a/src/components/home/TodayOutfitCard.tsx b/src/components/home/TodayOutfitCard.tsx
index fbdf958..0dc1be7 100644
--- a/src/components/home/TodayOutfitCard.tsx
+++ b/src/components/home/TodayOutfitCard.tsx
@@ -3,7 +3,7 @@ import { Image, Pressable, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { getItemImageUrl } from "@/src/lib/itemImage";
+import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { DailyOutfitRecord } from "@/src/utils/dailyOutfits";
 
@@ -72,6 +72,9 @@ export default function TodayOutfitCard({
           {slots.map((slot) => {
             const item = itemForSlot(record, itemsById, slot);
             const imageUri = item ? getItemImageUrl(item, { variant: "thumb" }) : null;
+            const imagePresentation = getItemImagePresentation(item, {
+              surface: "home_today",
+            });
             return (
               <View key={slot} style={{ flex: 1, gap: 6 }}>
                 <View
@@ -87,7 +90,11 @@ export default function TodayOutfitCard({
                   }}
                 >
                   {imageUri ? (
-                    <Image source={{ uri: imageUri }} style={{ width: "100%", height: "100%" }} resizeMode="contain" />
+                    <Image
+                      source={{ uri: imageUri }}
+                      style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+                      resizeMode={imagePresentation.resizeMode}
+                    />
                   ) : null}
                 </View>
                 <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", textAlign: "center" }}>

From 2ea49d269b2aa4ed605b0b220e3e1d3334af2cbb Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 21 Apr 2026 03:13:36 -0500
Subject: [PATCH 09/93] fix(app): resolve lint/typecheck regressions after
 onboarding refactor

---
 app/(tabs)/_layout.tsx                 |  1 -
 app/(tabs)/ai.tsx                      |  1 +
 app/(tabs)/calendar.tsx                |  2 +
 eslint.config.js                       |  4 +-
 src/addItem/sections/DetailsStep.tsx   |  2 -
 src/components/FloatingGlassTabBar.tsx |  6 ++-
 src/components/home/AuraLookModule.tsx |  2 +-
 src/lib/firebase.ts                    | 43 +++++++++++++++++++-
 src/profile/screens.tsx                | 56 +++++++++++++++-----------
 9 files changed, 85 insertions(+), 32 deletions(-)

diff --git a/app/(tabs)/_layout.tsx b/app/(tabs)/_layout.tsx
index 1d53ff5..b219833 100644
--- a/app/(tabs)/_layout.tsx
+++ b/app/(tabs)/_layout.tsx
@@ -44,7 +44,6 @@ export default function TabLayout() {
         name="add"
         options={{
          href: null,
-         unmountOnBlur: true,
         }}
       />
       <Tabs.Screen
diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index a40bc3d..0a50c10 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -296,6 +296,7 @@ export default function AIScreen() {
 
   useEffect(() => {
     if (isBooting) return;
+    if (!uid) return;
     void saveLatestChatCache(uid, activeChatId, null, messages);
   }, [activeChatId, isBooting, messages, uid]);
 
diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index c0524a4..79bff7a 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -390,6 +390,7 @@ export default function CalendarScreen() {
   const contextEventSummary = useMemo(() => {
     if (events.events.length === 0) return "No events for this day";
     const next = events.events[0];
+    if (!next) return "No events for this day";
     return `Next: ${next.timeLabel} — ${next.title}`;
   }, [events.events]);
 
@@ -455,6 +456,7 @@ export default function CalendarScreen() {
     if (!selectedLook) return null;
     const planned = lookToPlanned(selectedLook);
     const next = await setPlanned(uid, selectedDayKey, planned);
+    if (!next) return null;
     setRecord(next);
     return next.plannedOutfit ?? null;
   }, [record?.plannedOutfit, selectedDayKey, selectedLook, uid]);
diff --git a/eslint.config.js b/eslint.config.js
index 5025da6..0fb026d 100644
--- a/eslint.config.js
+++ b/eslint.config.js
@@ -3,8 +3,8 @@ const { defineConfig } = require('eslint/config');
 const expoConfig = require('eslint-config-expo/flat');
 
 module.exports = defineConfig([
-  expoConfig,
   {
-    ignores: ['dist/*'],
+    ignores: ['dist/**', '.expo/**', 'functions/lib/**'],
   },
+  expoConfig,
 ]);
diff --git a/src/addItem/sections/DetailsStep.tsx b/src/addItem/sections/DetailsStep.tsx
index eca2510..dc59b4d 100644
--- a/src/addItem/sections/DetailsStep.tsx
+++ b/src/addItem/sections/DetailsStep.tsx
@@ -193,13 +193,11 @@ export const DetailsStep = React.memo(function DetailsStep({ controller }: { con
       <Field label="Display Color">
         <MemoTextInputField
           value={state.displayColor}
-          onChangeText={actions.setDisplayColor}
           onCommit={(value) => {
             actions.markUserEdited("displayColor");
             actions.setDisplayColor(value);
           }}
           placeholder="e.g., light blue"
-          autoCapitalize="words"
         />
         {state.displayColors.length ? (
           <Text style={{ color: "#666" }}>
diff --git a/src/components/FloatingGlassTabBar.tsx b/src/components/FloatingGlassTabBar.tsx
index 1525da2..98696c8 100644
--- a/src/components/FloatingGlassTabBar.tsx
+++ b/src/components/FloatingGlassTabBar.tsx
@@ -22,6 +22,10 @@ const TAB_META: Record<string, { label: string; icon: keyof typeof Ionicons.glyp
   profile: { label: 'Profile', icon: 'person-circle-outline' },
 };
 
+type ExpoRouterTabOptions = {
+  href?: string | null;
+};
+
 function getFocusedIcon(name: keyof typeof Ionicons.glyphMap) {
   if (name === 'home-outline') return 'home';
   if (name === 'calendar-outline') return 'calendar';
@@ -41,7 +45,7 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
   const visibleRoutes = useMemo(
     () =>
       state.routes.filter((route) => {
-        const options = descriptors[route.key]?.options;
+        const options = descriptors[route.key]?.options as ExpoRouterTabOptions | undefined;
         if (options?.href === null) return false;
         return !!TAB_META[route.name];
       }),
diff --git a/src/components/home/AuraLookModule.tsx b/src/components/home/AuraLookModule.tsx
index 8477678..e084137 100644
--- a/src/components/home/AuraLookModule.tsx
+++ b/src/components/home/AuraLookModule.tsx
@@ -109,7 +109,7 @@ export default function AuraLookModule({
           </Text>
         ) : null}
       </View>
-      <AuraLookCard colors={colors} look={look} itemsById={itemsById} onAction={onAction} compact />
+      <AuraLookCard colors={colors} look={look} itemsById={itemsById} onAction={onAction} />
     </View>
   );
 }
diff --git a/src/lib/firebase.ts b/src/lib/firebase.ts
index 346918c..f9a6978 100644
--- a/src/lib/firebase.ts
+++ b/src/lib/firebase.ts
@@ -1,6 +1,6 @@
 import { initializeApp, getApps, getApp } from "firebase/app";
 import AsyncStorage from "@react-native-async-storage/async-storage";
-import { initializeAuth, getReactNativePersistence } from "firebase/auth";
+import { initializeAuth, type Persistence } from "firebase/auth";
 import { getFirestore } from "firebase/firestore";
 import { getStorage } from "firebase/storage";
 
@@ -15,8 +15,47 @@ const firebaseConfig = {
 
 export const app = getApps().length ? getApp() : initializeApp(firebaseConfig);
 
+function getAsyncStoragePersistence(storage: typeof AsyncStorage): Persistence {
+  return class ReactNativeAsyncStoragePersistence {
+    static type = "LOCAL" as const;
+    readonly type = "LOCAL" as const;
+
+    async _isAvailable() {
+      try {
+        const testKey = "__firebase_auth_storage_test__";
+        await storage.setItem(testKey, "1");
+        await storage.removeItem(testKey);
+        return true;
+      } catch {
+        return false;
+      }
+    }
+
+    _set(key: string, value: unknown) {
+      return storage.setItem(key, JSON.stringify(value));
+    }
+
+    async _get<T>(key: string): Promise<T | null> {
+      const value = await storage.getItem(key);
+      return value ? (JSON.parse(value) as T) : null;
+    }
+
+    _remove(key: string) {
+      return storage.removeItem(key);
+    }
+
+    _addListener() {
+      return;
+    }
+
+    _removeListener() {
+      return;
+    }
+  } as unknown as Persistence;
+}
+
 export const auth = initializeAuth(app, {
-  persistence: getReactNativePersistence(AsyncStorage),
+  persistence: getAsyncStoragePersistence(AsyncStorage),
 });
 export const db = getFirestore(app);
 export const storage = getStorage(app);
diff --git a/src/profile/screens.tsx b/src/profile/screens.tsx
index 0031268..8821fd2 100644
--- a/src/profile/screens.tsx
+++ b/src/profile/screens.tsx
@@ -1,6 +1,6 @@
 import { router } from "expo-router";
 import { signOut } from "firebase/auth";
-import React, { useCallback, useEffect, useState } from "react";
+import React, { useCallback, useEffect, useMemo, useState } from "react";
 import {
   ActivityIndicator,
   Alert,
@@ -66,6 +66,16 @@ const SHOE_SIZE_OPTIONS = {
   EU: ["EU 38", "EU 39", "EU 40", "EU 41", "EU 42", "EU 43", "EU 44", "EU 45", "EU 46", "EU 47"],
 } as const;
 
+const TOP_FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
+const OUTERWEAR_FIT_OPTIONS = ["slim", "regular", "roomy"] as const;
+const BOTTOM_RISE_OPTIONS = ["low", "mid", "high"] as const;
+const BOTTOM_LEG_OPTIONS = ["skinny", "slim", "straight", "tapered", "wide"] as const;
+const SHOE_FIT_OPTIONS = ["true_to_size", "half_up", "half_down"] as const;
+const LENGTH_UNIT_OPTIONS = ["cm", "in"] as const;
+const WEIGHT_UNIT_OPTIONS = ["kg", "lb"] as const;
+const SHOE_REGION_OPTIONS = ["US", "UK", "EU"] as const;
+const CLOTHING_REGION_OPTIONS = ["US", "UK", "EU", "INTL"] as const;
+
 function commaText(values?: string[]) {
   return Array.isArray(values) && values.length ? values.join(", ") : "";
 }
@@ -430,7 +440,7 @@ export function BodyFitScreen() {
           <ProfilePillField
             label="Top fit"
             value={profile.fitPreferences.tops ?? ""}
-            options={["slim", "regular", "relaxed", "oversized"]}
+            options={TOP_FIT_OPTIONS}
             onSelect={(value) =>
               setProfile((prev) => ({
                 ...prev,
@@ -441,7 +451,7 @@ export function BodyFitScreen() {
           <ProfilePillField
             label="Outerwear fit"
             value={profile.fitPreferences.outerwear ?? ""}
-            options={["slim", "regular", "roomy"]}
+            options={OUTERWEAR_FIT_OPTIONS}
             onSelect={(value) =>
               setProfile((prev) => ({
                 ...prev,
@@ -452,7 +462,7 @@ export function BodyFitScreen() {
           <ProfilePillField
             label="Bottom rise"
             value={profile.fitPreferences.bottomsRise ?? ""}
-            options={["low", "mid", "high"]}
+            options={BOTTOM_RISE_OPTIONS}
             onSelect={(value) =>
               setProfile((prev) => ({
                 ...prev,
@@ -463,7 +473,7 @@ export function BodyFitScreen() {
           <ProfilePillField
             label="Bottom leg"
             value={profile.fitPreferences.bottomsLeg ?? ""}
-            options={["skinny", "slim", "straight", "tapered", "wide"]}
+            options={BOTTOM_LEG_OPTIONS}
             onSelect={(value) =>
               setProfile((prev) => ({
                 ...prev,
@@ -474,7 +484,7 @@ export function BodyFitScreen() {
           <ProfilePillField
             label="Shoe fit"
             value={profile.fitPreferences.shoes ?? ""}
-            options={["true_to_size", "half_up", "half_down"]}
+            options={SHOE_FIT_OPTIONS}
             onSelect={(value) =>
               setProfile((prev) => ({
                 ...prev,
@@ -508,21 +518,21 @@ export function DefaultSizesScreen() {
     return DEFAULT_SIZE_FIELDS.find((field) => field.key === activePicker)?.label ?? "";
   }, [activePicker]);
 
-  const pickerOptions = useMemo(() => {
+  const pickerOptions = useMemo<string[]>(() => {
     switch (activePicker) {
       case "top":
       case "outerwear":
       case "hoodie":
       case "formalShirt":
-        return ALPHA_SIZE_OPTIONS;
+        return [...ALPHA_SIZE_OPTIONS];
       case "bottomWaist":
-        return BOTTOM_WAIST_OPTIONS;
+        return [...BOTTOM_WAIST_OPTIONS];
       case "bottomLength":
-        return BOTTOM_LENGTH_OPTIONS;
+        return [...BOTTOM_LENGTH_OPTIONS];
       case "jeans":
         return jeansOptions;
       case "shoes":
-        return SHOE_SIZE_OPTIONS[profile.units.shoeRegion] ?? SHOE_SIZE_OPTIONS.US;
+        return [...(SHOE_SIZE_OPTIONS[profile.units.shoeRegion] ?? SHOE_SIZE_OPTIONS.US)];
       default:
         return [];
     }
@@ -745,35 +755,35 @@ export function UnitsRegionScreen() {
           <ProfilePillField
             label="Length"
             value={profile.units.length}
-            options={["cm", "in"]}
+            options={LENGTH_UNIT_OPTIONS}
             onSelect={(value) =>
-              setProfile((prev) => ({ ...prev, units: { ...prev.units, length: value as any } }))
+              setProfile((prev) => ({ ...prev, units: { ...prev.units, length: value } }))
             }
           />
           <ProfilePillField
             label="Weight"
             value={profile.units.weight}
-            options={["kg", "lb"]}
+            options={WEIGHT_UNIT_OPTIONS}
             onSelect={(value) =>
-              setProfile((prev) => ({ ...prev, units: { ...prev.units, weight: value as any } }))
+              setProfile((prev) => ({ ...prev, units: { ...prev.units, weight: value } }))
             }
           />
           <ProfilePillField
             label="Shoe region"
             value={profile.units.shoeRegion}
-            options={["US", "UK", "EU"]}
+            options={SHOE_REGION_OPTIONS}
             onSelect={(value) =>
-              setProfile((prev) => ({ ...prev, units: { ...prev.units, shoeRegion: value as any } }))
+              setProfile((prev) => ({ ...prev, units: { ...prev.units, shoeRegion: value } }))
             }
           />
           <ProfilePillField
             label="Clothing region"
             value={profile.units.clothingRegion}
-            options={["US", "UK", "EU", "INTL"]}
+            options={CLOTHING_REGION_OPTIONS}
             onSelect={(value) =>
               setProfile((prev) => ({
                 ...prev,
-                units: { ...prev.units, clothingRegion: value as any },
+                units: { ...prev.units, clothingRegion: value },
               }))
             }
           />
@@ -1039,7 +1049,7 @@ function ProfileSelectorRow({
   );
 }
 
-function ProfilePillField({
+function ProfilePillField<T extends string>({
   label,
   value,
   options,
@@ -1047,9 +1057,9 @@ function ProfilePillField({
   labelFormatter,
 }: {
   label: string;
-  value: string;
-  options: string[];
-  onSelect: (value: string) => void;
+  value: T | "";
+  options: readonly T[];
+  onSelect: (value: T) => void;
   labelFormatter?: (value: string) => string;
 }) {
   const { colors } = useAppTheme();

From fc4318e627af433bab7139ea1fe74ca1ecbba664 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:05:57 -0500
Subject: [PATCH 10/93] feat: app shell, auth, onboarding, and base UI setup

---
 .gitignore                             |    1 +
 app.json                               |    8 +-
 app/(auth)/register.tsx                |    3 +-
 app/(auth)/welcome.tsx                 |   88 +-
 app/(onboarding)/index.tsx             | 1464 +++++++++++++++---------
 app/_layout.tsx                        |  146 ++-
 assets/icon.png                        |  Bin 0 -> 1330759 bytes
 constants/theme.ts                     |  222 ++--
 src/components/FloatingGlassTabBar.tsx |  137 ++-
 src/components/auth/AuthScaffold.tsx   |  115 +-
 src/constants/dock.ts                  |   23 +-
 src/hooks/useAppTheme.ts               |    4 +-
 src/hooks/useResponsiveLayout.ts       |   14 +-
 13 files changed, 1457 insertions(+), 768 deletions(-)
 create mode 100644 assets/icon.png

diff --git a/.gitignore b/.gitignore
index 8d2729b..63f01dd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -30,3 +30,4 @@ ios/
 android/
 ios.build/
 android.build/
+.claude/
diff --git a/app.json b/app.json
index b0d7a6f..4756d21 100644
--- a/app.json
+++ b/app.json
@@ -1,14 +1,15 @@
 {
   "expo": {
-    "name": "closet",
+    "name": "AURA",
     "slug": "closet",
     "version": "1.0.0",
     "orientation": "portrait",
-    "icon": "./assets/images/icon.png",
+    "icon": "./assets/icon.png",
     "scheme": "closet",
     "userInterfaceStyle": "automatic",
     "newArchEnabled": true,
     "ios": {
+      "icon": "./assets/icon.png",
       "supportsTablet": true,
       "bundleIdentifier": "com.anonymous.closet",
       "deploymentTarget": "17.0",
@@ -53,7 +54,8 @@
             "deploymentTarget": "17.0"
           }
         }
-      ]
+      ],
+      "expo-audio"
     ],
     "experiments": {
       "typedRoutes": true,
diff --git a/app/(auth)/register.tsx b/app/(auth)/register.tsx
index 702c216..f944541 100644
--- a/app/(auth)/register.tsx
+++ b/app/(auth)/register.tsx
@@ -57,7 +57,7 @@ export default function RegisterScreen() {
     <AuthScaffold
       eyebrow="NEW ACCOUNT"
       title="Create your wardrobe profile"
-      subtitle="Set up Wardrobe AI so AURA can personalize from your first session."
+      subtitle="Set up AURA so your stylist can personalize from day one."
       footer={
         <View style={{ alignItems: "flex-start" }}>
           <AuthInlineLink label="Already have an account? Sign in" onPress={() => router.replace("/(auth)/login")} />
@@ -91,4 +91,3 @@ export default function RegisterScreen() {
     </AuthScaffold>
   );
 }
-
diff --git a/app/(auth)/welcome.tsx b/app/(auth)/welcome.tsx
index d5141f4..4f33ac2 100644
--- a/app/(auth)/welcome.tsx
+++ b/app/(auth)/welcome.tsx
@@ -1,32 +1,74 @@
 import { router } from "expo-router";
 import React from "react";
-import { Text, View } from "react-native";
+import { Pressable, Text, View } from "react-native";
+import Animated, { Easing, FadeIn, FadeInDown, FadeInUp } from "react-native-reanimated";
 
-import {
-  AuthInlineLink,
-  AuthScaffold,
-  PrimaryAuthButton,
-  SecondaryAuthButton,
-} from "@/src/components/auth/AuthScaffold";
+import { Fonts } from "@/constants/theme";
+import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
+import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
+import AuraLogoHero from "@/src/components/aura/AuraLogoHero";
+import { SafeScreen } from "@/src/components/SafeScreen";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export default function WelcomeScreen() {
+  const { colors, theme } = useAppTheme();
+
   return (
-    <AuthScaffold
-      eyebrow="WARDROBE AI"
-      title="Your personal styling system"
-      subtitle="Build a sharper closet, smarter outfits, and a more personal AURA from day one."
-      footer={
-        <View style={{ alignItems: "center", gap: 10 }}>
-          <AuthInlineLink label="Forgot password" onPress={() => router.push("/(auth)/forgot-password")} />
-          <Text style={{ color: "rgba(255,255,255,0.48)", fontSize: 13, textAlign: "center", lineHeight: 19 }}>
-            No split UI. One premium experience, adapted through your style profile.
-          </Text>
+    <AuraGlowBackground>
+      <SafeScreen backgroundColor="transparent" includeBottomInset={false} minBottomPadding={24} style={{ flex: 1 }}>
+        <View
+          style={{
+            flex: 1,
+            paddingHorizontal: 28,
+            justifyContent: "space-between",
+          }}
+        >
+          <View />
+
+          <View style={{ alignItems: "center", gap: 22 }}>
+            <Animated.View entering={FadeIn.duration(550).easing(Easing.out(Easing.cubic))}>
+              <AuraLogoHero size={232} />
+            </Animated.View>
+
+            <Animated.View
+              entering={FadeInDown.duration(650).delay(120).easing(Easing.out(Easing.cubic))}
+              style={{ alignItems: "center", gap: 10 }}
+            >
+              <Text
+                style={{
+                  color: colors.textSecondary,
+                  fontSize: theme.typography.subtitle.fontSize,
+                  lineHeight: theme.typography.subtitle.lineHeight,
+                  fontWeight: theme.typography.subtitle.fontWeight,
+                  fontFamily: Fonts.sans,
+                  textAlign: "center",
+                }}
+              >
+                Your personal AI stylist.
+              </Text>
+            </Animated.View>
+          </View>
+
+          <Animated.View
+            entering={FadeInUp.duration(700).delay(220).easing(Easing.out(Easing.cubic))}
+            style={{ gap: 16 }}
+          >
+            <AuraGradientButton label="Get Started" onPress={() => router.push("/(auth)/register")} />
+            <View style={{ alignItems: "center", gap: 12 }}>
+              <Pressable onPress={() => router.push("/(auth)/login")} style={({ pressed }) => ({ opacity: pressed ? 0.72 : 1 })}>
+                <Text style={{ color: colors.textPrimary, fontSize: 14, fontWeight: "600", fontFamily: Fonts.sans }}>
+                  Already have an account? Sign In
+                </Text>
+              </Pressable>
+              <Pressable onPress={() => router.push("/(auth)/forgot-password")} style={({ pressed }) => ({ opacity: pressed ? 0.72 : 1 })}>
+                <Text style={{ color: colors.textSecondary, fontSize: 13, fontFamily: Fonts.sans }}>
+                  Forgot password
+                </Text>
+              </Pressable>
+            </View>
+          </Animated.View>
         </View>
-      }
-    >
-      <PrimaryAuthButton label="Sign In" onPress={() => router.push("/(auth)/login")} />
-      <SecondaryAuthButton label="Create Account" onPress={() => router.push("/(auth)/register")} />
-    </AuthScaffold>
+      </SafeScreen>
+    </AuraGlowBackground>
   );
 }
-
diff --git a/app/(onboarding)/index.tsx b/app/(onboarding)/index.tsx
index 4812f4d..652a06e 100644
--- a/app/(onboarding)/index.tsx
+++ b/app/(onboarding)/index.tsx
@@ -1,25 +1,31 @@
+import Slider from "@react-native-community/slider";
 import { router } from "expo-router";
-import React, { useEffect, useMemo, useState } from "react";
+import React, { useEffect, useMemo, useRef, useState } from "react";
 import {
-  Alert,
   ActivityIndicator,
+  Alert,
   KeyboardAvoidingView,
+  LayoutChangeEvent,
+  NativeScrollEvent,
+  NativeSyntheticEvent,
   Platform,
   Pressable,
   ScrollView,
+  StyleSheet,
   Text,
   TextInput,
   View,
+  useWindowDimensions,
 } from "react-native";
+import { Gesture, GestureDetector } from "react-native-gesture-handler";
+import Animated, { Easing, FadeInUp, runOnJS } from "react-native-reanimated";
 
 import { SafeScreen } from "@/src/components/SafeScreen";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import {
-  getAdaptiveSizeFields,
-  normalizeProfileSizePayload,
   ONBOARDING_CATEGORY_OPTIONS,
-  shouldShowAdvancedBraSize,
+  normalizeProfileSizePayload,
 } from "@/src/lib/adaptiveSizing";
 import {
   EMPTY_USER_PROFILE_PREFERENCES,
@@ -27,9 +33,44 @@ import {
   saveUserAccountProfile,
   saveUserProfilePreferences,
 } from "@/src/lib/userProfile";
-import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
+import type {
+  UnitsPreference,
+  UserProfilePreferences,
+  WardrobeMode,
+} from "@/src/types/UserProfilePreferences";
+
+const WARDROBE_MODE_CARDS: {
+  value: Exclude<WardrobeMode, "custom">;
+  icon: string;
+  label: string;
+  description: string;
+}[] = [
+  {
+    value: "masculine",
+    icon: "M",
+    label: "Masculine",
+    description: "Menswear cuts and silhouettes",
+  },
+  {
+    value: "feminine",
+    icon: "F",
+    label: "Feminine",
+    description: "Womenswear cuts and silhouettes",
+  },
+  {
+    value: "neutral",
+    icon: "N",
+    label: "Neutral",
+    description: "Unisex and gender-neutral pieces",
+  },
+  {
+    value: "mixed",
+    icon: "A",
+    label: "Mixed",
+    description: "Across all categories freely",
+  },
+];
 
-const WARDROBE_MODES = ["masculine", "feminine", "neutral", "mixed", "custom"] as const;
 const STYLE_OPTIONS = [
   "streetwear",
   "casual",
@@ -42,17 +83,7 @@ const STYLE_OPTIONS = [
   "vintage",
   "edgy",
 ] as const;
-const FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
-const ACCESSORY_OPTIONS = [
-  "watches",
-  "jewelry",
-  "handbags",
-  "caps",
-  "belts",
-  "scarves",
-  "perfumes",
-  "sunglasses",
-] as const;
+
 const OCCASION_OPTIONS = [
   "daily",
   "work",
@@ -63,37 +94,12 @@ const OCCASION_OPTIONS = [
   "travel",
   "formal_events",
 ] as const;
-const GOAL_OPTIONS = [
-  "outfit_suggestions",
-  "shopping_suggestions",
-  "packing_help",
-  "laundry_reminders",
-  "styling_confidence",
-] as const;
-const COLOR_OPTIONS = [
-  "black",
-  "white",
-  "navy",
-  "blue",
-  "grey",
-  "brown",
-  "beige",
-  "green",
-  "olive",
-  "red",
-  "pink",
-  "cream",
-] as const;
 
-type StepKey =
-  | "basics"
-  | "wardrobeMode"
-  | "categories"
-  | "style"
-  | "body"
-  | "sizes"
-  | "preferences"
-  | "goals";
+const FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
+const SHOE_SIZES_EU = Array.from({ length: 14 }, (_, index) => 35 + index);
+const IMPERIAL_REGIONS = new Set(["US", "LR", "MM"]);
+
+type StepKey = "wardrobeMode" | "style" | "categories" | "profile";
 
 type Step = {
   key: StepKey;
@@ -102,78 +108,104 @@ type Step = {
 };
 
 const STEPS: Step[] = [
-  {
-    key: "basics",
-    title: "Set your foundation",
-    subtitle: "Tell Wardrobe AI how to size, greet, and localize your experience.",
-  },
   {
     key: "wardrobeMode",
-    title: "Choose your wardrobe mode",
-    subtitle: "This shapes organization, sizing emphasis, and styling logic, not a separate UI.",
-  },
-  {
-    key: "categories",
-    title: "Choose what you actually wear",
-    subtitle: "We’ll only ask size questions for categories that matter to your real wardrobe.",
+    title: "How do you dress?",
+    subtitle: "Choose the wardrobe language AURA should use for silhouettes and styling.",
   },
   {
     key: "style",
-    title: "Define your style direction",
-    subtitle: "Pick the aesthetics you want AURA to lean into most.",
-  },
-  {
-    key: "body",
-    title: "Add body & fit context",
-    subtitle: "This helps with fit-based sizing and better silhouette recommendations.",
-  },
-  {
-    key: "sizes",
-    title: "Save your default sizes",
-    subtitle: "These defaults prefill new items and make shopping guidance more useful.",
+    title: "What's your style?",
+    subtitle: "Pick up to three aesthetics, then add where you usually dress up.",
   },
   {
-    key: "preferences",
-    title: "Tune preferences",
-    subtitle: "Set colors, accessories, and occasions so recommendations feel more personal.",
+    key: "categories",
+    title: "What's in your wardrobe?",
+    subtitle: "AURA will only suggest items in these categories.",
   },
   {
-    key: "goals",
-    title: "Choose what Wardrobe AI should help with first",
-    subtitle: "This changes what shows up first in Home, Closet, and AURA.",
+    key: "profile",
+    title: "Quick profile",
+    subtitle: "A few fit basics so AURA can personalize recommendations without the long form.",
   },
 ];
 
 function toggleValue(list: string[], value: string) {
-  return list.includes(value) ? list.filter((entry) => entry !== value) : [...list, value];
+  return list.includes(value)
+    ? list.filter((entry) => entry !== value)
+    : [...list, value];
 }
 
 function humanize(value: string) {
   return value.replace(/_/g, " ").replace(/\b\w/g, (char) => char.toUpperCase());
 }
 
-function chipSelected(selected: string[] | undefined, value: string) {
-  return Array.isArray(selected) && selected.includes(value);
+function getLocaleParts() {
+  const locale =
+    Intl.DateTimeFormat().resolvedOptions().locale ||
+    (typeof navigator !== "undefined" ? navigator.language : "") ||
+    "en-US";
+  const region = locale.split("-").find((part) => part.length === 2)?.toUpperCase() ?? "US";
+  const unitsPreference: UnitsPreference = IMPERIAL_REGIONS.has(region) ? "imperial" : "metric";
+  return { locale, region, unitsPreference };
 }
 
-function sizeSectionTitle(key: string) {
-  if (key === "tops") return "Tops";
-  if (key === "outerwear") return "Outerwear";
-  if (key === "bottoms" || key === "bottomsWaist" || key === "bottomsLength") return "Bottoms";
-  if (key === "dresses") return "Dresses";
-  if (key === "skirts") return "Skirts";
-  if (key === "shoes") return "Footwear";
-  return "Sizing";
+function unitsForPreference(unitsPreference: UnitsPreference) {
+  if (unitsPreference === "imperial") {
+    return { length: "in", weight: "lb", shoeRegion: "US", clothingRegion: "US" } as const;
+  }
+  return { length: "cm", weight: "kg", shoeRegion: "EU", clothingRegion: "INTL" } as const;
+}
+
+function formatHeight(value: number, unitsPreference: UnitsPreference) {
+  if (unitsPreference === "imperial") {
+    const feet = Math.floor(value / 12);
+    const inches = value % 12;
+    return `${feet}'${inches}"`;
+  }
+  return `${value} cm`;
+}
+
+function euShoeConversion(euSize: number) {
+  const usMen = Math.max(1, euSize - 33.5);
+  const usWomen = Math.max(1, euSize - 31);
+  const uk = Math.max(1, euSize - 34);
+  return `US M ${formatShoeHalf(usMen)} / US W ${formatShoeHalf(usWomen)} / UK ${formatShoeHalf(uk)}`;
+}
+
+function formatShoeHalf(value: number) {
+  return Number.isInteger(value) ? String(value) : value.toFixed(1);
+}
+
+function shoeValueFromDraft(draft: UserProfilePreferences) {
+  const raw = String(draft.defaultSizes.shoes ?? "").match(/\d+/)?.[0];
+  const next = raw ? Number(raw) : 42;
+  return SHOE_SIZES_EU.includes(next) ? next : 42;
 }
 
 export default function OnboardingScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
+  const { width } = useWindowDimensions();
   const [loading, setLoading] = useState(true);
   const [saving, setSaving] = useState(false);
+  const [autoAdvancing, setAutoAdvancing] = useState(false);
   const [stepIndex, setStepIndex] = useState(0);
-  const [advancedFitOpen, setAdvancedFitOpen] = useState(false);
   const [draft, setDraft] = useState<UserProfilePreferences>(EMPTY_USER_PROFILE_PREFERENCES);
+  const autoAdvanceTimer = useRef<ReturnType<typeof setTimeout> | null>(null);
+
+  const detected = useMemo(() => getLocaleParts(), []);
+  const step = STEPS[stepIndex];
+  const progress = (stepIndex + 1) / STEPS.length;
+  const isFirstStep = step.key === "wardrobeMode";
+  const canContinue =
+    step.key === "style"
+      ? draft.styleAesthetics.length > 0
+      : step.key === "categories"
+        ? draft.selectedCategories.length > 0
+        : step.key === "profile"
+          ? Boolean((draft.firstName ?? "").trim()) && Boolean(draft.preferredFit)
+          : true;
 
   useEffect(() => {
     let cancelled = false;
@@ -181,65 +213,109 @@ export default function OnboardingScreen() {
       router.replace("/(auth)/welcome");
       return;
     }
+
     void loadUserProfilePreferences(user.uid)
       .then((profile) => {
         if (cancelled) return;
-        setDraft((prev) => ({
-          ...prev,
+        const unitsPreference = profile.onboardingCompleted
+          ? profile.unitsPreference
+          : detected.unitsPreference;
+        const heightDefault = unitsPreference === "imperial" ? 67 : 170;
+        setDraft({
+          ...EMPTY_USER_PROFILE_PREFERENCES,
           ...profile,
-          firstName: profile.firstName ?? prev.firstName ?? user.displayName ?? "",
-        }));
+          region: profile.region ?? detected.region,
+          unitsPreference,
+          units: unitsForPreference(unitsPreference),
+          firstName:
+            profile.firstName ??
+            user.displayName?.split(" ")[0] ??
+            user.email?.split("@")[0] ??
+            "",
+          body: {
+            ...profile.body,
+            height: profile.body.height ?? profile.height.value ?? heightDefault,
+          },
+          height: {
+            value: profile.height.value ?? profile.body.height ?? heightDefault,
+            unit: unitsPreference === "imperial" ? "ft_in" : "cm",
+          },
+          defaultSizes: {
+            ...profile.defaultSizes,
+            shoes: profile.defaultSizes.shoes ?? "EU 42",
+          },
+          preferredFit: profile.preferredFit ?? "regular",
+        });
       })
       .finally(() => {
         if (!cancelled) setLoading(false);
       });
+
     return () => {
       cancelled = true;
+      if (autoAdvanceTimer.current) clearTimeout(autoAdvanceTimer.current);
     };
-  }, [user?.displayName, user?.uid]);
+  }, [detected.region, detected.unitsPreference, user?.displayName, user?.email, user?.uid]);
 
-  const step = STEPS[stepIndex];
-  const progress = (stepIndex + 1) / STEPS.length;
+  const units = useMemo(
+    () => unitsForPreference(draft.unitsPreference),
+    [draft.unitsPreference],
+  );
 
-  const units = useMemo(() => {
-    if (draft.unitsPreference === "imperial") {
-      return { length: "in", weight: "lb", shoeRegion: "US", clothingRegion: "US" } as const;
-    }
-    return { length: "cm", weight: "kg", shoeRegion: "EU", clothingRegion: "INTL" } as const;
-  }, [draft.unitsPreference]);
+  function goToStep(nextIndex: number) {
+    setStepIndex(Math.max(0, Math.min(nextIndex, STEPS.length - 1)));
+  }
 
-  const adaptiveSizeFields = useMemo(
-    () => getAdaptiveSizeFields(draft.selectedCategories, draft.wardrobeMode),
-    [draft.selectedCategories, draft.wardrobeMode]
-  );
-  const shouldRenderBraSize = useMemo(
-    () => shouldShowAdvancedBraSize(draft.selectedCategories, draft.wardrobeMode),
-    [draft.selectedCategories, draft.wardrobeMode]
-  );
-  const groupedAdaptiveSizeFields = useMemo(() => {
-    const groups = new Map<string, typeof adaptiveSizeFields>();
-    adaptiveSizeFields.forEach((field) => {
-      const section = sizeSectionTitle(field.key);
-      const current = groups.get(section) ?? [];
-      current.push(field);
-      groups.set(section, current);
-    });
-    return Array.from(groups.entries()).map(([title, fields]) => ({ title, fields }));
-  }, [adaptiveSizeFields]);
+  function goBack() {
+    if (stepIndex > 0) goToStep(stepIndex - 1);
+  }
+
+  function selectWardrobeMode(value: Exclude<WardrobeMode, "custom">) {
+    setDraft((prev) => ({ ...prev, wardrobeMode: value }));
+    setAutoAdvancing(true);
+    if (autoAdvanceTimer.current) clearTimeout(autoAdvanceTimer.current);
+    autoAdvanceTimer.current = setTimeout(() => {
+      setAutoAdvancing(false);
+      goToStep(1);
+    }, 400);
+  }
 
   async function onFinish() {
     if (!user?.uid) return;
     try {
       setSaving(true);
-      const normalizedSizingDraft = normalizeProfileSizePayload(draft);
+      const normalizedSizingDraft = normalizeProfileSizePayload({
+        ...draft,
+        region: draft.region ?? detected.region,
+        units,
+        favoriteColors: [],
+        avoidedColors: [],
+        accessoryPreferences: [],
+        goals: ["outfit_suggestions"],
+        defaultSizes: {
+          ...draft.defaultSizes,
+          shoes: draft.defaultSizes.shoes ?? "EU 42",
+        },
+      });
+
+      const heightValue =
+        normalizedSizingDraft.body.height ??
+        normalizedSizingDraft.height.value ??
+        (draft.unitsPreference === "imperial" ? 67 : 170);
+
       const profileToSave: UserProfilePreferences = {
         ...normalizedSizingDraft,
         onboardingCompleted: true,
+        region: normalizedSizingDraft.region ?? detected.region,
+        unitsPreference: draft.unitsPreference,
         units,
-        favoriteColors: normalizedSizingDraft.favoriteColors,
-        avoidedColors: normalizedSizingDraft.avoidedColors,
+        favoriteColors: [],
+        avoidedColors: [],
+        accessoryPreferences: [],
+        goals: ["outfit_suggestions"],
         defaultSizes: {
           ...normalizedSizingDraft.defaultSizes,
+          shoes: normalizedSizingDraft.defaultSizes.shoes ?? "EU 42",
           top:
             normalizedSizingDraft.defaultSizes.top ??
             normalizedSizingDraft.defaultSizes.tops ??
@@ -271,18 +347,32 @@ export default function OnboardingScreen() {
             null,
         },
         height: {
-          value: normalizedSizingDraft.body.height ?? null,
+          value: heightValue,
           unit: draft.unitsPreference === "imperial" ? "ft_in" : "cm",
         },
         weight: {
-          value: normalizedSizingDraft.body.weight ?? null,
+          value: null,
           unit: draft.unitsPreference === "imperial" ? "lb" : "kg",
         },
+        body: {
+          ...normalizedSizingDraft.body,
+          height: heightValue,
+          weight: null,
+        },
+        advancedFit: {
+          bust: null,
+          waistMeasurement: null,
+          hips: null,
+          inseam: null,
+          shoulderWidth: null,
+          sleeveLength: null,
+          braSize: null,
+        },
         stylePreferences: {
           ...normalizedSizingDraft.stylePreferences,
           preferredStyles: normalizedSizingDraft.styleAesthetics,
-          favoriteColors: normalizedSizingDraft.favoriteColors,
-          avoidedColors: normalizedSizingDraft.avoidedColors,
+          favoriteColors: [],
+          avoidedColors: [],
         },
         fitPreferences: {
           ...normalizedSizingDraft.fitPreferences,
@@ -292,10 +382,15 @@ export default function OnboardingScreen() {
             null,
         },
       };
+
       await Promise.all([
         saveUserProfilePreferences(user.uid, profileToSave),
         saveUserAccountProfile(user.uid, {
-          name: (draft.firstName ?? "").trim() || user.displayName || user.email?.split("@")[0] || null,
+          name:
+            (draft.firstName ?? "").trim() ||
+            user.displayName ||
+            user.email?.split("@")[0] ||
+            null,
         }),
       ]);
       router.replace("/(tabs)");
@@ -305,424 +400,506 @@ export default function OnboardingScreen() {
   }
 
   function nextStep() {
-    if (step.key === "categories" && draft.selectedCategories.length === 0) {
-      Alert.alert(
-        "Choose a few categories",
-        "Pick the clothing categories you actually wear so we can tailor the size questions."
-      );
-      return;
-    }
-    if (step.key === "sizes") {
-      const missingRequiredFields = adaptiveSizeFields
-        .filter((field) => field.required)
-        .filter((field) => {
-          const value = draft.defaultSizes[field.key];
-          return !String(value ?? "").trim();
-        });
-      if (missingRequiredFields.length > 0) {
-        Alert.alert(
-          "Finish the key sizes",
-          `Add ${missingRequiredFields[0].label.toLowerCase()} so Wardrobe AI can size recommendations more accurately.`
-        );
-        return;
+    if (!canContinue) {
+      if (step.key === "style") {
+        Alert.alert("Choose your style", "Pick at least one style aesthetic.");
+      } else if (step.key === "categories") {
+        Alert.alert("Choose categories", "Pick the categories you actually wear.");
+      } else if (step.key === "profile") {
+        Alert.alert("Finish your profile", "Add your name and choose a preferred fit.");
       }
+      return;
     }
+
     if (stepIndex === STEPS.length - 1) {
       void onFinish();
       return;
     }
-    setStepIndex((current) => Math.min(current + 1, STEPS.length - 1));
+    goToStep(stepIndex + 1);
   }
 
+  const swipeGesture = Gesture.Pan()
+    .activeOffsetX([-999, 24])
+    .failOffsetY([-18, 18])
+    .onEnd((event) => {
+      if (event.translationX > 84 && event.velocityX > 250) {
+        runOnJS(goBack)();
+      }
+    });
+
   if (loading) {
     return (
-      <SafeScreen backgroundColor={colors.background} style={{ flex: 1 }}>
-        <View style={{ flex: 1, alignItems: "center", justifyContent: "center", gap: 12 }}>
-          <ActivityIndicator color={colors.aiAccent} />
-          <Text style={{ color: colors.textSecondary }}>Preparing your style profile…</Text>
-        </View>
+      <SafeScreen backgroundColor={colors.background} style={styles.loadingScreen}>
+        <ActivityIndicator color={colors.aiAccent} />
+        <Text style={[styles.loadingText, { color: colors.textSecondary }]}>
+          Preparing your style profile...
+        </Text>
       </SafeScreen>
     );
   }
 
   return (
-    <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
-      <KeyboardAvoidingView behavior={Platform.OS === "ios" ? "padding" : undefined} style={{ flex: 1 }}>
-        <ScrollView
-          keyboardShouldPersistTaps="handled"
-          contentContainerStyle={{ paddingHorizontal: 20, paddingBottom: 140, gap: 22 }}
+    <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={styles.screen}>
+      <GestureDetector gesture={swipeGesture}>
+        <KeyboardAvoidingView
+          behavior={Platform.OS === "ios" ? "padding" : undefined}
+          style={styles.screen}
         >
-          <View style={{ gap: 10 }}>
-            <Text style={{ color: colors.aiAccent, fontSize: 12, fontWeight: "800", letterSpacing: 1.2 }}>
-              WARDROBE AI SETUP
-            </Text>
-            <View
-              style={{
-                height: 6,
-                borderRadius: 999,
-                backgroundColor: "rgba(255,255,255,0.06)",
-                overflow: "hidden",
-              }}
-            >
-              <View style={{ width: `${progress * 100}%`, height: "100%", backgroundColor: colors.aiAccent }} />
+          <View style={styles.header}>
+            <Text style={[styles.eyebrow, { color: colors.aiAccent }]}>AURA SETUP</Text>
+            <View style={styles.progressTrack}>
+              <View
+                style={[
+                  styles.progressFill,
+                  { width: `${progress * 100}%`, backgroundColor: colors.aiAccent },
+                ]}
+              />
             </View>
-            <Text style={{ color: colors.text, fontSize: 34, fontWeight: "900" }}>{step.title}</Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 16, lineHeight: 24 }}>{step.subtitle}</Text>
+            <Text style={[styles.title, { color: colors.text }]}>{step.title}</Text>
+            <Text style={[styles.subtitle, { color: colors.textSecondary }]}>{step.subtitle}</Text>
           </View>
 
-          <View
-            style={{
-              backgroundColor: "rgba(255,255,255,0.04)",
-              borderRadius: 28,
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
-              padding: 18,
-              gap: 14,
-            }}
+          <ScrollView
+            key={step.key}
+            keyboardShouldPersistTaps="handled"
+            showsVerticalScrollIndicator={false}
+            contentContainerStyle={[
+              styles.content,
+              { paddingBottom: isFirstStep ? 28 : 18 },
+            ]}
           >
-            {step.key === "basics" ? (
-              <>
-                <OnboardingInput
-                  label="First name"
-                  value={draft.firstName ?? ""}
-                  onChangeText={(value) => setDraft((prev) => ({ ...prev, firstName: value }))}
-                  placeholder="What should AURA call you?"
-                />
-                <OnboardingInput
-                  label="Region / country"
-                  value={draft.region ?? ""}
-                  onChangeText={(value) => setDraft((prev) => ({ ...prev, region: value }))}
-                  placeholder="e.g. United States"
-                />
-                <ChipGroup
-                  label="Units"
-                  values={["imperial", "metric"]}
-                  selected={[draft.unitsPreference]}
-                  onToggle={(value) => setDraft((prev) => ({ ...prev, unitsPreference: value as UserProfilePreferences["unitsPreference"] }))}
+            <Animated.View
+              entering={FadeInUp.duration(300).easing(Easing.out(Easing.cubic))}
+              style={styles.stepBody}
+            >
+              {step.key === "wardrobeMode" ? (
+                <WardrobeModeStep
+                  selected={draft.wardrobeMode}
+                  onSelect={selectWardrobeMode}
+                  disabled={autoAdvancing}
                 />
-              </>
-            ) : null}
-
-            {step.key === "wardrobeMode" ? (
-              <ChipGroup
-                label="Wardrobe mode"
-                values={WARDROBE_MODES as unknown as string[]}
-                selected={[draft.wardrobeMode]}
-                onToggle={(value) => setDraft((prev) => ({ ...prev, wardrobeMode: value as UserProfilePreferences["wardrobeMode"] }))}
-              />
-            ) : null}
-
-            {step.key === "categories" ? (
-              <ChipGroup
-                label="Categories worn"
-                values={ONBOARDING_CATEGORY_OPTIONS as unknown as string[]}
-                selected={draft.selectedCategories}
-                onToggle={(value) =>
-                  setDraft((prev) => ({
-                    ...prev,
-                    selectedCategories: toggleValue(prev.selectedCategories, value),
-                  }))
-                }
-              />
-            ) : null}
-
-            {step.key === "style" ? (
-              <ChipGroup
-                label="Style aesthetics"
-                values={STYLE_OPTIONS as unknown as string[]}
-                selected={draft.styleAesthetics}
-                onToggle={(value) =>
-                  setDraft((prev) => ({
-                    ...prev,
-                    styleAesthetics: toggleValue(prev.styleAesthetics, value),
-                  }))
-                }
-              />
-            ) : null}
-
-            {step.key === "body" ? (
-              <>
-                <OnboardingInput
-                  label={`Height (${draft.unitsPreference === "imperial" ? "ft / in" : "cm"})`}
-                  value={draft.body.height == null ? "" : String(draft.body.height)}
-                  onChangeText={(value) =>
+              ) : null}
+
+              {step.key === "style" ? (
+                <StyleStep
+                  styleAesthetics={draft.styleAesthetics}
+                  occasionPriority={draft.occasionPriority}
+                  onStyleToggle={(value) =>
                     setDraft((prev) => ({
                       ...prev,
-                      body: { ...prev.body, height: value ? Number(value) : null },
+                      styleAesthetics: toggleValue(prev.styleAesthetics, value),
                     }))
                   }
-                  keyboardType="numeric"
-                />
-                <OnboardingInput
-                  label={`Weight (${draft.unitsPreference === "imperial" ? "lb" : "kg"})`}
-                  value={draft.body.weight == null ? "" : String(draft.body.weight)}
-                  onChangeText={(value) =>
+                  onOccasionToggle={(value) =>
                     setDraft((prev) => ({
                       ...prev,
-                      body: { ...prev.body, weight: value ? Number(value) : null },
+                      occasionPriority: toggleValue(prev.occasionPriority, value),
                     }))
                   }
-                  keyboardType="numeric"
                 />
-                <ChipGroup
-                  label="Preferred fit"
-                  values={FIT_OPTIONS as unknown as string[]}
-                  selected={draft.preferredFit ? [draft.preferredFit] : []}
-                  onToggle={(value) => setDraft((prev) => ({ ...prev, preferredFit: value as UserProfilePreferences["preferredFit"] }))}
-                />
-              </>
-            ) : null}
-
-            {step.key === "sizes" ? (
-              <>
-                <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 22 }}>
-                  We&apos;ll tailor sizing to what you actually wear. Core sizes stay upfront, and deeper fit details are always optional.
-                </Text>
+              ) : null}
 
-                {groupedAdaptiveSizeFields.map((group) => (
-                  <View
-                    key={group.title}
-                    style={{
-                      gap: 10,
-                      paddingTop: 4,
-                      borderTopWidth: 1,
-                      borderTopColor: "rgba(255,255,255,0.05)",
-                    }}
-                  >
-                    <Text style={{ color: colors.aiAccent, fontSize: 12, fontWeight: "800", letterSpacing: 1.1 }}>
-                      {group.title.toUpperCase()}
-                    </Text>
-                    {group.fields.map((field) => (
-                      <OnboardingInput
-                        key={field.key}
-                        label={`${field.label}${field.required ? "" : " (optional)"}`}
-                        value={String(draft.defaultSizes[field.key] ?? "")}
-                        onChangeText={(value) =>
-                          setDraft((prev) => {
-                            const nextDefaultSizes = { ...prev.defaultSizes, [field.key]: value };
-                            if (field.key === "tops") nextDefaultSizes.top = value;
-                            if (field.key === "bottoms") {
-                              nextDefaultSizes.bottomWaist =
-                                nextDefaultSizes.bottomWaist ?? value;
-                            }
-                            if (field.key === "bottomsWaist") {
-                              nextDefaultSizes.bottomWaist = value;
-                              nextDefaultSizes.bottomsWaist = value;
-                            }
-                            if (field.key === "bottomsLength") nextDefaultSizes.bottomLength = value;
-                            return {
-                              ...prev,
-                              defaultSizes: nextDefaultSizes,
-                            };
-                          })
-                        }
-                        placeholder={field.placeholder}
-                      />
-                    ))}
-                  </View>
-                ))}
-
-                <View
-                  style={{
-                    marginTop: 4,
-                    borderRadius: 22,
-                    borderWidth: 1,
-                    borderColor: "rgba(255,255,255,0.08)",
-                    backgroundColor: "rgba(255,255,255,0.025)",
-                    overflow: "hidden",
-                  }}
-                >
-                  <Pressable
-                    onPress={() => setAdvancedFitOpen((current) => !current)}
-                    style={({ pressed }) => ({
-                      paddingHorizontal: 16,
-                      paddingVertical: 14,
-                      opacity: pressed ? 0.84 : 1,
-                      gap: 4,
-                    })}
-                  >
-                    <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>
-                      Advanced fit details
-                    </Text>
-                    <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 19 }}>
-                      Optional measurements for more precise tailoring and styling.
-                    </Text>
-                  </Pressable>
-
-                  {advancedFitOpen ? (
-                    <View style={{ paddingHorizontal: 16, paddingBottom: 16, gap: 12 }}>
-                      <OnboardingInput
-                        label="Bust (optional)"
-                        value={draft.advancedFit.bust ?? ""}
-                        onChangeText={(value) =>
-                          setDraft((prev) => ({
-                            ...prev,
-                            advancedFit: { ...prev.advancedFit, bust: value },
-                          }))
-                        }
-                      />
-                      <OnboardingInput
-                        label="Waist measurement (optional)"
-                        value={draft.advancedFit.waistMeasurement ?? ""}
-                        onChangeText={(value) =>
-                          setDraft((prev) => ({
-                            ...prev,
-                            advancedFit: { ...prev.advancedFit, waistMeasurement: value },
-                          }))
-                        }
-                      />
-                      <OnboardingInput
-                        label="Hips (optional)"
-                        value={draft.advancedFit.hips ?? ""}
-                        onChangeText={(value) =>
-                          setDraft((prev) => ({
-                            ...prev,
-                            advancedFit: { ...prev.advancedFit, hips: value },
-                          }))
-                        }
-                      />
-                      <OnboardingInput
-                        label="Inseam (optional)"
-                        value={draft.advancedFit.inseam ?? ""}
-                        onChangeText={(value) =>
-                          setDraft((prev) => ({
-                            ...prev,
-                            advancedFit: { ...prev.advancedFit, inseam: value },
-                          }))
-                        }
-                      />
-                      <OnboardingInput
-                        label="Shoulder width (optional)"
-                        value={draft.advancedFit.shoulderWidth ?? ""}
-                        onChangeText={(value) =>
-                          setDraft((prev) => ({
-                            ...prev,
-                            advancedFit: { ...prev.advancedFit, shoulderWidth: value },
-                          }))
-                        }
-                      />
-                      <OnboardingInput
-                        label="Sleeve length (optional)"
-                        value={draft.advancedFit.sleeveLength ?? ""}
-                        onChangeText={(value) =>
-                          setDraft((prev) => ({
-                            ...prev,
-                            advancedFit: { ...prev.advancedFit, sleeveLength: value },
-                          }))
-                        }
-                      />
-                      {shouldRenderBraSize ? (
-                        <OnboardingInput
-                          label="Bra size (optional)"
-                          value={draft.advancedFit.braSize ?? ""}
-                          onChangeText={(value) =>
-                            setDraft((prev) => ({
-                              ...prev,
-                              advancedFit: { ...prev.advancedFit, braSize: value },
-                            }))
-                          }
-                        />
-                      ) : null}
-                    </View>
-                  ) : null}
-                </View>
-              </>
-            ) : null}
-
-            {step.key === "preferences" ? (
-              <>
-                <ChipGroup
-                  label="Favorite colors"
-                  values={COLOR_OPTIONS as unknown as string[]}
-                  selected={draft.favoriteColors}
-                  onToggle={(value) =>
-                    setDraft((prev) => ({ ...prev, favoriteColors: toggleValue(prev.favoriteColors, value) }))
-                  }
-                />
-                <ChipGroup
-                  label="Colors to avoid"
-                  values={COLOR_OPTIONS as unknown as string[]}
-                  selected={draft.avoidedColors}
-                  onToggle={(value) =>
-                    setDraft((prev) => ({ ...prev, avoidedColors: toggleValue(prev.avoidedColors, value) }))
-                  }
-                />
-                <ChipGroup
-                  label="Accessory preferences"
-                  values={ACCESSORY_OPTIONS as unknown as string[]}
-                  selected={draft.accessoryPreferences}
+              {step.key === "categories" ? (
+                <CategoriesStep
+                  selected={draft.selectedCategories}
                   onToggle={(value) =>
                     setDraft((prev) => ({
                       ...prev,
-                      accessoryPreferences: toggleValue(prev.accessoryPreferences, value),
+                      selectedCategories: toggleValue(prev.selectedCategories, value),
                     }))
                   }
-                />
-                <ChipGroup
-                  label="Occasions"
-                  values={OCCASION_OPTIONS as unknown as string[]}
-                  selected={draft.occasionPriority}
-                  onToggle={(value) =>
-                    setDraft((prev) => ({
-                      ...prev,
-                      occasionPriority: toggleValue(prev.occasionPriority, value),
-                    }))
+                  onSetAll={(selectedCategories) =>
+                    setDraft((prev) => ({ ...prev, selectedCategories }))
                   }
                 />
-              </>
-            ) : null}
-
-            {step.key === "goals" ? (
-              <ChipGroup
-                label="Goals"
-                values={GOAL_OPTIONS as unknown as string[]}
-                selected={draft.goals}
-                onToggle={(value) =>
-                  setDraft((prev) => ({ ...prev, goals: toggleValue(prev.goals, value) }))
-                }
-              />
-            ) : null}
-          </View>
-        </ScrollView>
-
-        <View
-          style={{
-            paddingHorizontal: 20,
-            paddingTop: 12,
-            paddingBottom: 20,
-            gap: 10,
-            borderTopWidth: 1,
-            borderTopColor: "rgba(255,255,255,0.06)",
-            backgroundColor: colors.background,
-          }}
-        >
+              ) : null}
+
+              {step.key === "profile" ? (
+                <QuickProfileStep
+                  draft={draft}
+                  width={width}
+                  onDraftChange={setDraft}
+                />
+              ) : null}
+            </Animated.View>
+          </ScrollView>
+
+          {!isFirstStep ? (
+            <View style={[styles.footer, { backgroundColor: colors.background }]}>
+              <Pressable
+                onPress={nextStep}
+                disabled={saving || !canContinue}
+                style={({ pressed }) => [
+                  styles.primaryButton,
+                  {
+                    backgroundColor: colors.aiAccent,
+                    opacity: saving || !canContinue ? 0.45 : pressed ? 0.86 : 1,
+                  },
+                ]}
+              >
+                <Text style={styles.primaryButtonText}>
+                  {stepIndex === STEPS.length - 1
+                    ? saving
+                      ? "Saving..."
+                      : "Finish setup"
+                    : "Continue"}
+                </Text>
+              </Pressable>
+              <Pressable
+                onPress={goBack}
+                style={({ pressed }) => [
+                  styles.backButton,
+                  { opacity: pressed ? 0.72 : 1 },
+                ]}
+              >
+                <Text style={[styles.backButtonText, { color: colors.textSecondary }]}>Back</Text>
+              </Pressable>
+            </View>
+          ) : null}
+        </KeyboardAvoidingView>
+      </GestureDetector>
+    </SafeScreen>
+  );
+}
+
+function WardrobeModeStep({
+  selected,
+  disabled,
+  onSelect,
+}: {
+  selected: WardrobeMode;
+  disabled: boolean;
+  onSelect: (value: Exclude<WardrobeMode, "custom">) => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={styles.cardGrid}>
+      {WARDROBE_MODE_CARDS.map((card) => {
+        const active = selected === card.value;
+        return (
           <Pressable
-            onPress={nextStep}
-            disabled={saving}
-            style={({ pressed }) => ({
-              borderRadius: 18,
-              paddingVertical: 16,
-              alignItems: "center",
-              justifyContent: "center",
-              backgroundColor: colors.aiAccent,
-              opacity: saving ? 0.55 : pressed ? 0.86 : 1,
-            })}
+            key={card.value}
+            onPress={() => onSelect(card.value)}
+            disabled={disabled}
+            style={({ pressed }) => [
+              styles.modeCard,
+              {
+                backgroundColor: active ? "rgba(255,255,255,0.05)" : "#1A1A1A",
+                borderColor: active ? "rgba(255,255,255,0.92)" : "transparent",
+                borderWidth: active ? 2 : 0,
+                opacity: pressed ? 0.86 : 1,
+              },
+            ]}
           >
-            <Text style={{ color: "#071018", fontSize: 16, fontWeight: "900" }}>
-              {stepIndex === STEPS.length - 1 ? (saving ? "Saving..." : "Finish setup") : "Continue"}
+            <Text style={[styles.modeIcon, { color: colors.aiAccent }]}>{card.icon}</Text>
+            <Text style={[styles.modeLabel, { color: colors.text }]}>{card.label}</Text>
+            <Text style={[styles.modeDescription, { color: colors.textSecondary }]}>
+              {card.description}
             </Text>
           </Pressable>
-          {stepIndex > 0 ? (
-            <Pressable
-              onPress={() => setStepIndex((current) => Math.max(current - 1, 0))}
-              style={({ pressed }) => ({ alignItems: "center", paddingVertical: 8, opacity: pressed ? 0.72 : 1 })}
-            >
-              <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>Back</Text>
-            </Pressable>
-          ) : null}
+        );
+      })}
+    </View>
+  );
+}
+
+function StyleStep({
+  styleAesthetics,
+  occasionPriority,
+  onStyleToggle,
+  onOccasionToggle,
+}: {
+  styleAesthetics: string[];
+  occasionPriority: string[];
+  onStyleToggle: (value: string) => void;
+  onOccasionToggle: (value: string) => void;
+}) {
+  const capped = styleAesthetics.length >= 3;
+  return (
+    <View style={styles.sectionStack}>
+      <View style={styles.sectionHeader}>
+        <Text style={styles.sectionKicker}>{styleAesthetics.length}/3 selected</Text>
+      </View>
+      <ChipGroup
+        label="Style aesthetics"
+        values={STYLE_OPTIONS as unknown as string[]}
+        selected={styleAesthetics}
+        onToggle={onStyleToggle}
+        disabledValue={(value) => capped && !styleAesthetics.includes(value)}
+      />
+      <View style={styles.sectionDivider} />
+      <ChipGroup
+        label="When do you dress up?"
+        values={OCCASION_OPTIONS as unknown as string[]}
+        selected={occasionPriority}
+        onToggle={onOccasionToggle}
+      />
+    </View>
+  );
+}
+
+function CategoriesStep({
+  selected,
+  onToggle,
+  onSetAll,
+}: {
+  selected: string[];
+  onToggle: (value: string) => void;
+  onSetAll: (value: string[]) => void;
+}) {
+  const { colors } = useAppTheme();
+  const allSelected = selected.length === ONBOARDING_CATEGORY_OPTIONS.length;
+  return (
+    <View style={styles.sectionStack}>
+      <View style={styles.categoryHeader}>
+        <View style={{ flex: 1, gap: 4 }}>
+          <Text style={[styles.sectionLabel, { color: colors.text }]}>
+            What do you actually wear?
+          </Text>
+          <Text style={[styles.sectionSubtext, { color: colors.textSecondary }]}>
+            AURA will only suggest items in these categories
+          </Text>
         </View>
-      </KeyboardAvoidingView>
-    </SafeScreen>
+        <Pressable
+          onPress={() => onSetAll(allSelected ? [] : [...ONBOARDING_CATEGORY_OPTIONS])}
+          style={({ pressed }) => [
+            styles.selectAllButton,
+            {
+              borderColor: "rgba(255,255,255,0.12)",
+              opacity: pressed ? 0.72 : 1,
+            },
+          ]}
+        >
+          <Text style={[styles.selectAllText, { color: colors.aiAccent }]}>
+            {allSelected ? "Clear all" : "Select all"}
+          </Text>
+        </Pressable>
+      </View>
+      <ChipGroup
+        values={ONBOARDING_CATEGORY_OPTIONS as unknown as string[]}
+        selected={selected}
+        onToggle={onToggle}
+      />
+    </View>
+  );
+}
+
+function QuickProfileStep({
+  draft,
+  width,
+  onDraftChange,
+}: {
+  draft: UserProfilePreferences;
+  width: number;
+  onDraftChange: React.Dispatch<React.SetStateAction<UserProfilePreferences>>;
+}) {
+  const { colors } = useAppTheme();
+  const heightMin = draft.unitsPreference === "imperial" ? 55 : 140;
+  const heightMax = draft.unitsPreference === "imperial" ? 84 : 215;
+  const heightValue =
+    draft.body.height ??
+    draft.height.value ??
+    (draft.unitsPreference === "imperial" ? 67 : 170);
+  const shoeValue = shoeValueFromDraft(draft);
+
+  return (
+    <View style={styles.sectionStack}>
+      <OnboardingInput
+        label="Name"
+        value={draft.firstName ?? ""}
+        onChangeText={(value) =>
+          onDraftChange((prev) => ({ ...prev, firstName: value }))
+        }
+        placeholder="First name"
+      />
+
+      <View style={styles.controlSection}>
+        <Text style={[styles.sectionLabel, { color: colors.text }]}>Height</Text>
+        <HeightSlider
+          min={heightMin}
+          max={heightMax}
+          value={heightValue}
+          unitsPreference={draft.unitsPreference}
+          onChange={(value) =>
+            onDraftChange((prev) => ({
+              ...prev,
+              body: { ...prev.body, height: value },
+              height: {
+                value,
+                unit: prev.unitsPreference === "imperial" ? "ft_in" : "cm",
+              },
+            }))
+          }
+        />
+      </View>
+
+      <View style={styles.controlSection}>
+        <Text style={[styles.sectionLabel, { color: colors.text }]}>Shoe size</Text>
+        <ShoeSizePicker
+          width={width}
+          value={shoeValue}
+          onChange={(value) =>
+            onDraftChange((prev) => ({
+              ...prev,
+              defaultSizes: { ...prev.defaultSizes, shoes: `EU ${value}` },
+            }))
+          }
+        />
+      </View>
+
+      <ChipGroup
+        label="Preferred fit"
+        values={FIT_OPTIONS as unknown as string[]}
+        selected={draft.preferredFit ? [draft.preferredFit] : []}
+        onToggle={(value) =>
+          onDraftChange((prev) => ({
+            ...prev,
+            preferredFit: value as UserProfilePreferences["preferredFit"],
+          }))
+        }
+        singleSelect
+      />
+    </View>
+  );
+}
+
+function HeightSlider({
+  min,
+  max,
+  value,
+  unitsPreference,
+  onChange,
+}: {
+  min: number;
+  max: number;
+  value: number;
+  unitsPreference: UnitsPreference;
+  onChange: (value: number) => void;
+}) {
+  const { colors } = useAppTheme();
+  const [trackWidth, setTrackWidth] = useState(0);
+  const clamped = Math.max(min, Math.min(max, Math.round(value)));
+  const progress = (clamped - min) / (max - min);
+  const pillLeft = trackWidth > 0 ? progress * Math.max(trackWidth - 64, 1) : 0;
+
+  return (
+    <View
+      style={styles.sliderWrap}
+      onLayout={(event: LayoutChangeEvent) => setTrackWidth(event.nativeEvent.layout.width)}
+    >
+      <View
+        pointerEvents="none"
+        style={[
+          styles.heightPill,
+          {
+            left: pillLeft,
+            backgroundColor: "rgba(255,255,255,0.08)",
+            borderColor: "rgba(255,255,255,0.13)",
+          },
+        ]}
+      >
+        <Text style={[styles.heightPillText, { color: colors.text }]}>
+          {formatHeight(clamped, unitsPreference)}
+        </Text>
+      </View>
+      <Slider
+        minimumValue={min}
+        maximumValue={max}
+        step={1}
+        value={clamped}
+        minimumTrackTintColor={colors.aiAccent}
+        maximumTrackTintColor="rgba(255,255,255,0.14)"
+        thumbTintColor="#FFFFFF"
+        onValueChange={(next) => onChange(Math.round(next))}
+        style={styles.slider}
+      />
+    </View>
+  );
+}
+
+function ShoeSizePicker({
+  value,
+  width,
+  onChange,
+}: {
+  value: number;
+  width: number;
+  onChange: (value: number) => void;
+}) {
+  const { colors } = useAppTheme();
+  const itemWidth = 64;
+  const pickerWidth = Math.min(width - 40, 360);
+  const sidePadding = Math.max((pickerWidth - itemWidth) / 2, 0);
+  const scrollRef = useRef<ScrollView>(null);
+
+  useEffect(() => {
+    const index = SHOE_SIZES_EU.indexOf(value);
+    const id = requestAnimationFrame(() => {
+      scrollRef.current?.scrollTo({ x: Math.max(index, 0) * itemWidth, animated: false });
+    });
+    return () => cancelAnimationFrame(id);
+  }, [itemWidth, value]);
+
+  function updateFromOffset(offsetX: number) {
+    const index = Math.max(
+      0,
+      Math.min(SHOE_SIZES_EU.length - 1, Math.round(offsetX / itemWidth)),
+    );
+    const next = SHOE_SIZES_EU[index];
+    if (next !== value) onChange(next);
+  }
+
+  return (
+    <View style={[styles.pickerShell, { width: pickerWidth }]}>
+      <View
+        pointerEvents="none"
+        style={[
+          styles.pickerCenter,
+          {
+            left: sidePadding,
+            width: itemWidth,
+            borderColor: "rgba(255,255,255,0.18)",
+            backgroundColor: "rgba(255,255,255,0.05)",
+          },
+        ]}
+      />
+      <ScrollView
+        ref={scrollRef}
+        horizontal
+        showsHorizontalScrollIndicator={false}
+        snapToInterval={itemWidth}
+        decelerationRate="fast"
+        contentContainerStyle={{ paddingHorizontal: sidePadding }}
+        onScroll={(event: NativeSyntheticEvent<NativeScrollEvent>) =>
+          updateFromOffset(event.nativeEvent.contentOffset.x)
+        }
+        onMomentumScrollEnd={(event) => updateFromOffset(event.nativeEvent.contentOffset.x)}
+        scrollEventThrottle={16}
+      >
+        {SHOE_SIZES_EU.map((size) => {
+          const active = size === value;
+          return (
+            <View key={size} style={[styles.shoeItem, { width: itemWidth }]}>
+              <Text
+                style={[
+                  styles.shoeValue,
+                  {
+                    color: active ? colors.text : colors.textSecondary,
+                    opacity: active ? 1 : 0.5,
+                    fontSize: active ? 24 : 18,
+                  },
+                ]}
+              >
+                {size}
+              </Text>
+            </View>
+          );
+        })}
+      </ScrollView>
+      <Text style={[styles.shoeConversion, { color: colors.textSecondary }]}>
+        EU {value} · {euShoeConversion(value)}
+      </Text>
+    </View>
   );
 }
 
@@ -731,34 +908,30 @@ function OnboardingInput({
   value,
   onChangeText,
   placeholder,
-  keyboardType,
 }: {
   label: string;
   value: string;
   onChangeText: (value: string) => void;
   placeholder?: string;
-  keyboardType?: "default" | "numeric";
 }) {
   const { colors } = useAppTheme();
   return (
     <View style={{ gap: 8 }}>
-      <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>{label}</Text>
+      <Text style={[styles.sectionLabel, { color: colors.text }]}>{label}</Text>
       <TextInput
         value={value}
         onChangeText={onChangeText}
         placeholder={placeholder}
-        keyboardType={keyboardType}
+        autoCapitalize="words"
         placeholderTextColor={colors.textSecondary}
-        style={{
-          borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.08)",
-          borderRadius: 18,
-          backgroundColor: "rgba(255,255,255,0.03)",
-          color: colors.text,
-          paddingHorizontal: 16,
-          paddingVertical: 15,
-          fontSize: 16,
-        }}
+        style={[
+          styles.input,
+          {
+            borderColor: "rgba(255,255,255,0.08)",
+            backgroundColor: "rgba(255,255,255,0.03)",
+            color: colors.text,
+          },
+        ]}
       />
     </View>
   );
@@ -769,34 +942,47 @@ function ChipGroup({
   values,
   selected,
   onToggle,
+  disabledValue,
+  singleSelect,
 }: {
-  label: string;
+  label?: string;
   values: string[];
   selected: string[];
   onToggle: (value: string) => void;
+  disabledValue?: (value: string) => boolean;
+  singleSelect?: boolean;
 }) {
   const { colors } = useAppTheme();
   return (
     <View style={{ gap: 10 }}>
-      <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>{label}</Text>
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
+      {label ? <Text style={[styles.sectionLabel, { color: colors.text }]}>{label}</Text> : null}
+      <View style={styles.chipWrap}>
         {values.map((value) => {
-          const active = chipSelected(selected, value);
+          const active = selected.includes(value);
+          const disabled = disabledValue?.(value) ?? false;
           return (
             <Pressable
               key={value}
-              onPress={() => onToggle(value)}
-              style={({ pressed }) => ({
-                paddingHorizontal: 14,
-                paddingVertical: 10,
-                borderRadius: 999,
-                backgroundColor: active ? "rgba(143,216,255,0.18)" : "rgba(255,255,255,0.04)",
-                borderWidth: 1,
-                borderColor: active ? "rgba(143,216,255,0.4)" : "rgba(255,255,255,0.08)",
-                opacity: pressed ? 0.82 : 1,
-              })}
+              disabled={disabled}
+              onPress={() => {
+                if (singleSelect && active) return;
+                onToggle(value);
+              }}
+              style={({ pressed }) => [
+                styles.chip,
+                {
+                  backgroundColor: active ? "rgba(217,207,255,0.17)" : "rgba(255,255,255,0.04)",
+                  borderColor: active ? "rgba(217,207,255,0.52)" : "rgba(255,255,255,0.08)",
+                  opacity: disabled ? 0.5 : pressed ? 0.82 : 1,
+                },
+              ]}
             >
-              <Text style={{ color: active ? colors.aiAccent : colors.text, fontWeight: "800", fontSize: 13 }}>
+              <Text
+                style={[
+                  styles.chipText,
+                  { color: active ? colors.aiAccent : colors.text },
+                ]}
+              >
                 {humanize(value)}
               </Text>
             </Pressable>
@@ -806,3 +992,215 @@ function ChipGroup({
     </View>
   );
 }
+
+const styles = StyleSheet.create({
+  screen: {
+    flex: 1,
+  },
+  loadingScreen: {
+    flex: 1,
+    alignItems: "center",
+    justifyContent: "center",
+    gap: 12,
+  },
+  loadingText: {
+    fontSize: 14,
+    fontWeight: "700",
+  },
+  header: {
+    paddingHorizontal: 20,
+    paddingTop: 12,
+    gap: 10,
+  },
+  eyebrow: {
+    fontSize: 12,
+    fontWeight: "800",
+    letterSpacing: 1.2,
+  },
+  progressTrack: {
+    height: 6,
+    borderRadius: 999,
+    backgroundColor: "rgba(255,255,255,0.06)",
+    overflow: "hidden",
+  },
+  progressFill: {
+    height: "100%",
+    borderRadius: 999,
+  },
+  title: {
+    fontSize: 32,
+    lineHeight: 38,
+    fontWeight: "900",
+  },
+  subtitle: {
+    fontSize: 15,
+    lineHeight: 22,
+  },
+  content: {
+    flexGrow: 1,
+    paddingHorizontal: 20,
+    paddingTop: 22,
+  },
+  stepBody: {
+    flex: 1,
+  },
+  cardGrid: {
+    flexDirection: "row",
+    flexWrap: "wrap",
+    gap: 12,
+  },
+  modeCard: {
+    width: "48%",
+    minHeight: 158,
+    borderRadius: 8,
+    padding: 16,
+    justifyContent: "space-between",
+  },
+  modeIcon: {
+    fontSize: 24,
+    fontWeight: "900",
+  },
+  modeLabel: {
+    fontSize: 19,
+    fontWeight: "900",
+  },
+  modeDescription: {
+    fontSize: 13,
+    lineHeight: 18,
+    fontWeight: "600",
+  },
+  sectionStack: {
+    gap: 22,
+  },
+  sectionHeader: {
+    alignItems: "flex-start",
+  },
+  sectionKicker: {
+    color: "rgba(255,255,255,0.54)",
+    fontSize: 12,
+    fontWeight: "800",
+  },
+  sectionDivider: {
+    height: 1,
+    backgroundColor: "rgba(255,255,255,0.07)",
+  },
+  sectionLabel: {
+    fontSize: 14,
+    fontWeight: "800",
+  },
+  sectionSubtext: {
+    fontSize: 13,
+    lineHeight: 19,
+  },
+  categoryHeader: {
+    flexDirection: "row",
+    alignItems: "flex-start",
+    gap: 12,
+  },
+  selectAllButton: {
+    borderWidth: 1,
+    borderRadius: 999,
+    paddingHorizontal: 12,
+    paddingVertical: 8,
+  },
+  selectAllText: {
+    fontSize: 12,
+    fontWeight: "900",
+  },
+  chipWrap: {
+    flexDirection: "row",
+    flexWrap: "wrap",
+    gap: 10,
+  },
+  chip: {
+    paddingHorizontal: 14,
+    paddingVertical: 10,
+    borderRadius: 999,
+    borderWidth: 1,
+  },
+  chipText: {
+    fontWeight: "800",
+    fontSize: 13,
+  },
+  controlSection: {
+    gap: 12,
+  },
+  input: {
+    borderWidth: 1,
+    borderRadius: 18,
+    paddingHorizontal: 16,
+    paddingVertical: 15,
+    fontSize: 16,
+  },
+  sliderWrap: {
+    paddingTop: 34,
+  },
+  heightPill: {
+    position: "absolute",
+    top: 0,
+    minWidth: 64,
+    alignItems: "center",
+    borderRadius: 999,
+    borderWidth: 1,
+    paddingHorizontal: 10,
+    paddingVertical: 6,
+  },
+  heightPillText: {
+    fontSize: 12,
+    fontWeight: "900",
+  },
+  slider: {
+    width: "100%",
+    height: 44,
+  },
+  pickerShell: {
+    alignSelf: "center",
+    gap: 8,
+  },
+  pickerCenter: {
+    position: "absolute",
+    top: 0,
+    height: 56,
+    borderRadius: 8,
+    borderWidth: 1,
+  },
+  shoeItem: {
+    height: 56,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  shoeValue: {
+    fontWeight: "900",
+  },
+  shoeConversion: {
+    textAlign: "center",
+    fontSize: 12,
+    fontWeight: "700",
+  },
+  footer: {
+    paddingHorizontal: 20,
+    paddingTop: 12,
+    paddingBottom: 20,
+    gap: 10,
+    borderTopWidth: 1,
+    borderTopColor: "rgba(255,255,255,0.06)",
+  },
+  primaryButton: {
+    borderRadius: 18,
+    paddingVertical: 16,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  primaryButtonText: {
+    color: "#071018",
+    fontSize: 16,
+    fontWeight: "900",
+  },
+  backButton: {
+    alignItems: "center",
+    paddingVertical: 8,
+  },
+  backButtonText: {
+    fontWeight: "800",
+  },
+});
diff --git a/app/_layout.tsx b/app/_layout.tsx
index c973c52..e5bd2ce 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -1,9 +1,17 @@
-import { DarkTheme, DefaultTheme, ThemeProvider } from "@react-navigation/native";
+import { DarkTheme, ThemeProvider } from "@react-navigation/native";
 import { router, Stack, useSegments } from "expo-router";
 import { StatusBar } from "expo-status-bar";
-import "react-native-reanimated";
-import { useEffect, useRef, useState } from "react";
-import { ActivityIndicator, Platform, Text, View } from "react-native";
+import { useCallback, useEffect, useRef, useState } from "react";
+import { Platform, StyleSheet, View } from "react-native";
+import LottieView from "lottie-react-native";
+import Animated, {
+  Easing,
+  runOnJS,
+  useAnimatedStyle,
+  useReducedMotion,
+  useSharedValue,
+  withTiming,
+} from "react-native-reanimated";
 
 import { AuthProvider, useAuth } from "../src/contexts/AuthContext";
 import { isVisionBackgroundRemovalAvailable } from "../src/bg/removeBackground";
@@ -11,16 +19,64 @@ import { loadUserProfilePreferences } from "../src/lib/userProfile";
 import { useColorScheme } from "@/hooks/use-color-scheme";
 import { Colors } from "@/constants/theme";
 import { SafeAreaProvider } from "react-native-safe-area-context";
+import AuraRing, { RING_SIZE_LG } from "@/src/components/brand/AuraRing";
 
 export const unstable_settings = {
   anchor: "(tabs)",
 };
 
+const LOADING_MESSAGES = [
+  "Reading your style profile...",
+  "Mapping your wardrobe preferences...",
+  "Calibrating your AURA...",
+  "Almost ready...",
+];
+
+function BrandedLoadingScreen() {
+  const reducedMotion = useReducedMotion();
+  const [messageIndex, setMessageIndex] = useState(0);
+  const opacity = useSharedValue(1);
+  const advanceMessage = useCallback(() => {
+    setMessageIndex((current) => (current + 1) % LOADING_MESSAGES.length);
+  }, []);
+
+  useEffect(() => {
+    if (reducedMotion) return;
+    const interval = setInterval(() => {
+      opacity.value = withTiming(0, { duration: 300, easing: Easing.inOut(Easing.quad) }, (finished) => {
+        if (!finished) return;
+        runOnJS(advanceMessage)();
+        opacity.value = withTiming(1, { duration: 300, easing: Easing.inOut(Easing.quad) });
+      });
+    }, 2000);
+    return () => clearInterval(interval);
+  }, [advanceMessage, opacity, reducedMotion]);
+
+  const messageStyle = useAnimatedStyle(() => ({
+    opacity: reducedMotion ? 1 : opacity.value,
+  }));
+
+  return (
+    <View style={loadingStyles.container}>
+      <View style={loadingStyles.loadingStack}>
+        <AuraRing size={RING_SIZE_LG} animated={!reducedMotion} />
+        <Animated.Text style={[loadingStyles.message, messageStyle]}>
+          {LOADING_MESSAGES[messageIndex]}
+        </Animated.Text>
+        <LottieView
+          source={require("../assets/animations/loading.json")}
+          autoPlay={!reducedMotion}
+          loop={!reducedMotion}
+          style={loadingStyles.lottie}
+        />
+      </View>
+    </View>
+  );
+}
+
 function AuthGate() {
   const { user, loading } = useAuth();
   const segments = useSegments();
-  const colorScheme = useColorScheme();
-  const palette = Colors[colorScheme === "dark" ? "dark" : "light"];
   const [profileLoading, setProfileLoading] = useState(true);
   const [onboardingCompleted, setOnboardingCompleted] = useState(false);
   const isRevalidatingOnboarding = useRef(false);
@@ -101,14 +157,7 @@ function AuthGate() {
   }, [loading, onboardingCompleted, profileLoading, segments, user]);
 
   if (loading || profileLoading) {
-    return (
-      <View style={{ flex: 1, alignItems: "center", justifyContent: "center", gap: 10 }}>
-        <ActivityIndicator />
-        <Text style={{ color: palette.text }}>
-          {loading ? "Checking session…" : "Preparing your wardrobe profile…"}
-        </Text>
-      </View>
-    );
+    return <BrandedLoadingScreen />;
   }
 
   return (
@@ -116,6 +165,7 @@ function AuthGate() {
       <Stack.Screen name="(auth)" options={{ headerShown: false }} />
       <Stack.Screen name="(onboarding)" options={{ headerShown: false }} />
       <Stack.Screen name="(tabs)" options={{ headerShown: false }} />
+      <Stack.Screen name="aura/swipe" options={{ headerShown: false }} />
       <Stack.Screen
         name="modal"
         options={{ presentation: "modal", title: "Modal" }}
@@ -124,33 +174,47 @@ function AuthGate() {
   );
 }
 
+const loadingStyles = StyleSheet.create({
+  container: {
+    flex: 1,
+    alignItems: "center",
+    backgroundColor: "#080808",
+    overflow: "hidden",
+  },
+  loadingStack: {
+    position: "absolute",
+    top: "40%",
+    alignItems: "center",
+    gap: 22,
+    transform: [{ translateY: -80 }],
+  },
+  message: {
+    color: "#FFFFFF",
+    fontSize: 16,
+    letterSpacing: 1,
+    textAlign: "center",
+    fontWeight: "700",
+  },
+  lottie: {
+    width: 40,
+    height: 40,
+  },
+});
+
 export default function RootLayout() {
-  const colorScheme = useColorScheme();
-  const palette = Colors[colorScheme === "dark" ? "dark" : "light"];
-  const navigationTheme =
-    colorScheme === "dark"
-      ? {
-          ...DarkTheme,
-          colors: {
-            ...DarkTheme.colors,
-            background: palette.background,
-            card: palette.surface,
-            border: palette.border,
-            primary: palette.tint,
-            text: palette.text,
-          },
-        }
-      : {
-          ...DefaultTheme,
-          colors: {
-            ...DefaultTheme.colors,
-            background: palette.background,
-            card: palette.surface,
-            border: palette.border,
-            primary: palette.tint,
-            text: palette.text,
-          },
-        };
+  useColorScheme();
+  const palette = Colors.dark;
+  const navigationTheme = {
+    ...DarkTheme,
+    colors: {
+      ...DarkTheme.colors,
+      background: palette.background,
+      card: palette.surface,
+      border: palette.border,
+      primary: palette.tint,
+      text: palette.text,
+    },
+  };
 
   useEffect(() => {
     if (Platform.OS !== "ios" || !__DEV__) return;
@@ -168,7 +232,7 @@ export default function RootLayout() {
           </View>
         </AuthProvider>
 
-        <StatusBar style={colorScheme === "dark" ? "light" : "dark"} />
+        <StatusBar style="light" />
       </ThemeProvider>
     </SafeAreaProvider>
   );
diff --git a/assets/icon.png b/assets/icon.png
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literal 0
HcmV?d00001

diff --git a/constants/theme.ts b/constants/theme.ts
index 0fa7bd9..03e78d1 100644
--- a/constants/theme.ts
+++ b/constants/theme.ts
@@ -3,94 +3,168 @@
  * There are many other ways to style your app. For example, [Nativewind](https://www.nativewind.dev/), [Tamagui](https://tamagui.dev/), [unistyles](https://reactnativeunistyles.vercel.app), etc.
  */
 
-import { Platform } from 'react-native';
+import { Platform } from "react-native";
 
-const tintColorLight = '#0a7ea4';
-const tintColorDark = '#8bd3ff';
+const tintColor = "#E9E3D5";
 
-export const Colors = {
-  light: {
-    background: '#f7f7f8',
-    surface: '#ffffff',
-    card: '#ffffff',
-    input: '#ffffff',
-    text: '#11181C',
-    textSecondary: '#64748b',
-    border: '#e5e7eb',
-    tint: tintColorLight,
-    accent: '#111827',
-    accentSoft: '#f5f8ff',
-    success: '#0a7a5a',
-    warning: '#b7791f',
-    danger: '#c0392b',
-    muted: '#f3f4f6',
-    shadow: 'rgba(15,23,42,0.12)',
-    overlay: 'rgba(255,255,255,0.16)',
-    glassBorder: 'rgba(255,255,255,0.30)',
-    glassInnerBorder: 'rgba(0,0,0,0.06)',
-    glassEdge: 'rgba(255,255,255,0.60)',
-    lens: 'rgba(255,255,255,0.22)',
-    lensInner: 'rgba(255,255,255,0.10)',
-    scrimTop: 'rgba(255,255,255,0)',
-    scrimMid: 'rgba(255,255,255,0.20)',
-    scrimBottom: 'rgba(255,255,255,0.36)',
-    dockIcon: 'rgba(15,23,42,0.55)',
-    aiAccent: '#6fbfff',
-    icon: '#687076',
-    tabIconDefault: '#687076',
-    tabIconSelected: tintColorLight,
+const auraSpacing = {
+  xs: 4,
+  sm: 8,
+  md: 12,
+  lg: 16,
+  xl: 20,
+  xxl: 24,
+  xxxl: 32,
+} as const;
+
+const auraTypography = {
+  eyebrow: {
+    fontSize: 12,
+    letterSpacing: 2.4,
+    fontWeight: "700" as const,
+  },
+  body: {
+    fontSize: 15,
+    lineHeight: 22,
+    fontWeight: "500" as const,
+  },
+  subtitle: {
+    fontSize: 17,
+    lineHeight: 26,
+    fontWeight: "500" as const,
   },
-  dark: {
-    background: '#101215',
-    surface: '#171a1f',
-    card: '#1a1e24',
-    input: '#171a1f',
-    text: '#ECEDEE',
-    textSecondary: '#9aa4b2',
-    border: '#2b313a',
-    tint: tintColorDark,
-    accent: '#e5e7eb',
-    accentSoft: '#182233',
-    success: '#34d399',
-    warning: '#fbbf24',
-    danger: '#f87171',
-    muted: '#222833',
-    shadow: 'rgba(0,0,0,0.35)',
-    overlay: 'rgba(12,16,24,0.56)',
-    glassBorder: 'rgba(255,255,255,0.10)',
-    glassInnerBorder: 'rgba(255,255,255,0.05)',
-    glassEdge: 'rgba(255,255,255,0.12)',
-    lens: 'rgba(255,255,255,0.08)',
-    lensInner: 'rgba(255,255,255,0.04)',
-    scrimTop: 'rgba(16,18,21,0)',
-    scrimMid: 'rgba(16,18,21,0.26)',
-    scrimBottom: 'rgba(16,18,21,0.44)',
-    dockIcon: 'rgba(236,237,238,0.70)',
-    aiAccent: '#8fd8ff',
-    icon: '#9BA1A6',
-    tabIconDefault: '#9BA1A6',
-    tabIconSelected: tintColorDark,
+  title: {
+    fontSize: 34,
+    lineHeight: 40,
+    fontWeight: "700" as const,
+  },
+  hero: {
+    fontSize: 46,
+    lineHeight: 52,
+    fontWeight: "700" as const,
+  },
+  wordmark: {
+    fontSize: 28,
+    letterSpacing: 11,
+    fontWeight: "500" as const,
+  },
+} as const;
+
+const auraTokens = {
+  colors: {
+    background: "#080808",
+    surface: "rgba(15, 17, 22, 0.92)",
+    surfaceGlass: "rgba(24, 28, 36, 0.62)",
+    surface1: "#111111",
+    surface2: "#1A1A1A",
+    surface3: "#222222",
+    surfaceWarm: "#130F0A",
+    warmGlow: "rgba(200,160,120,0.04)",
+    textPrimary: "#F7F1E8",
+    textSecondary: "#AEA9B3",
+    borderSoft: "rgba(255, 245, 234, 0.11)",
+    auraPink: "#F3BEDD",
+    auraChampagne: "#F3DFC3",
+    auraBlue: "#B8D9FF",
+    auraLavender: "#D8C8FF",
+    iridescentStart: "#C084FC",
+    iridescentMid: "#A78BFA",
+    iridescentEnd: "#818CF8",
   },
-};
+  gradients: {
+    aura: ["#F3DFC3", "#F3BEDD", "#D8C8FF", "#B8D9FF"] as const,
+    background: ["#020304", "#06080D", "#0A0D14"] as const,
+  },
+  shadows: {
+    auraGlow: "rgba(214, 199, 255, 0.24)",
+  },
+  radii: {
+    card: 28,
+    pill: 999,
+    button: 20,
+  },
+  spacing: auraSpacing,
+  typography: auraTypography,
+} as const;
+
+function buildPalette() {
+  return {
+    background: auraTokens.colors.background,
+    surface: "#11141A",
+    surfaceGlass: auraTokens.colors.surfaceGlass,
+    card: "rgba(16,18,24,0.92)",
+    input: "rgba(14,17,24,0.94)",
+    surface1: auraTokens.colors.surface1,
+    surface2: auraTokens.colors.surface2,
+    surface3: auraTokens.colors.surface3,
+    surfaceWarm: auraTokens.colors.surfaceWarm,
+    warmGlow: auraTokens.colors.warmGlow,
+    text: auraTokens.colors.textPrimary,
+    textPrimary: auraTokens.colors.textPrimary,
+    textSecondary: auraTokens.colors.textSecondary,
+    border: "rgba(255,245,234,0.09)",
+    borderSoft: auraTokens.colors.borderSoft,
+    tint: tintColor,
+    accent: "#EDE6D8",
+    accentSoft: "rgba(227,216,198,0.12)",
+    auraPink: auraTokens.colors.auraPink,
+    auraChampagne: auraTokens.colors.auraChampagne,
+    auraBlue: auraTokens.colors.auraBlue,
+    auraLavender: auraTokens.colors.auraLavender,
+    iridescentStart: auraTokens.colors.iridescentStart,
+    iridescentMid: auraTokens.colors.iridescentMid,
+    iridescentEnd: auraTokens.colors.iridescentEnd,
+    success: "#7BC8A4",
+    warning: "#D7B47E",
+    danger: "#F19999",
+    muted: "#1E232C",
+    shadow: "rgba(0,0,0,0.42)",
+    overlay: "rgba(7,9,13,0.58)",
+    glassBorder: "rgba(255,245,234,0.12)",
+    glassInnerBorder: "rgba(255,255,255,0.05)",
+    glassEdge: "rgba(255,255,255,0.14)",
+    lens: "rgba(255,255,255,0.10)",
+    lensInner: "rgba(255,255,255,0.04)",
+    scrimTop: "rgba(5,6,8,0)",
+    scrimMid: "rgba(5,6,8,0.22)",
+    scrimBottom: "rgba(5,6,8,0.46)",
+    dockIcon: "rgba(247,241,232,0.72)",
+    aiAccent: "#D9CFFF",
+    icon: "#B7B0BA",
+    tabIconDefault: "#9F99A2",
+    tabIconSelected: tintColor,
+  };
+}
+
+export const ThemeTokens = {
+  light: auraTokens,
+  dark: auraTokens,
+} as const;
+
+export const Colors = {
+  light: buildPalette(),
+  dark: buildPalette(),
+} as const;
 
-export type AppColors = typeof Colors.light;
+export type AppColors = typeof Colors.dark;
+export type AppThemeTokens = typeof ThemeTokens.dark;
 
 export const Fonts = Platform.select({
   ios: {
     /** iOS `UIFontDescriptorSystemDesignDefault` */
-    sans: 'system-ui',
+    sans: "system-ui",
     /** iOS `UIFontDescriptorSystemDesignSerif` */
-    serif: 'ui-serif',
+    serif: "ui-serif",
     /** iOS `UIFontDescriptorSystemDesignRounded` */
-    rounded: 'ui-rounded',
+    rounded: "ui-rounded",
     /** iOS `UIFontDescriptorSystemDesignMonospaced` */
-    mono: 'ui-monospace',
+    mono: "ui-monospace",
   },
   default: {
-    sans: 'normal',
-    serif: 'serif',
-    rounded: 'normal',
-    mono: 'monospace',
+    sans: "normal",
+    serif: "serif",
+    rounded: "normal",
+    mono: "monospace",
   },
   web: {
     sans: "system-ui, -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif",
diff --git a/src/components/FloatingGlassTabBar.tsx b/src/components/FloatingGlassTabBar.tsx
index 98696c8..3cca598 100644
--- a/src/components/FloatingGlassTabBar.tsx
+++ b/src/components/FloatingGlassTabBar.tsx
@@ -4,6 +4,12 @@ import { LinearGradient } from 'expo-linear-gradient';
 import type { BottomTabBarProps } from '@react-navigation/bottom-tabs';
 import React, { useEffect, useMemo, useRef, useState } from 'react';
 import { Animated, Pressable, StyleSheet, Text, View } from 'react-native';
+import Reanimated, {
+  useAnimatedStyle,
+  useSharedValue,
+  withSpring,
+  withTiming,
+} from 'react-native-reanimated';
 import { useSafeAreaInsets } from 'react-native-safe-area-context';
 
 import {
@@ -11,8 +17,10 @@ import {
   DOCK_ITEM_COUNT,
   DOCK_RADIUS,
   DOCK_SIDE_MARGIN,
+  floatingTabBarBottomInset,
 } from '../constants/dock';
 import { useAppTheme } from '../hooks/useAppTheme';
+import { useReduceMotion } from '@/hooks/useReduceMotion';
 
 const TAB_META: Record<string, { label: string; icon: keyof typeof Ionicons.glyphMap }> = {
   index: { label: 'Home', icon: 'home-outline' },
@@ -40,7 +48,7 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
   const insets = useSafeAreaInsets();
   const [dockWidth, setDockWidth] = useState(0);
   const bubbleX = useRef(new Animated.Value(0)).current;
-  const dockBottom = Math.max(16, insets.bottom * 0.35);
+  const dockBottom = floatingTabBarBottomInset(insets.bottom);
 
   const visibleRoutes = useMemo(
     () =>
@@ -53,9 +61,14 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
   );
 
   const currentKey = state.routes[state.index]?.key;
+  const currentRoute = state.routes[state.index];
+  const hiddenRouteSourceTab =
+    (currentRoute?.params as { sourceTab?: string } | undefined)?.sourceTab ?? null;
   const focusedVisibleIndex = Math.max(
     0,
-    visibleRoutes.findIndex((route) => route.key === currentKey)
+    visibleRoutes.findIndex(
+      (route) => route.key === currentKey || route.name === hiddenRouteSourceTab
+    )
   );
 
   const segmentWidth = dockWidth > 0 ? dockWidth / DOCK_ITEM_COUNT : 0;
@@ -143,29 +156,16 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
             };
 
             return (
-              <Pressable
+              <TabBarItem
                 key={route.key}
-                accessibilityRole="button"
-                accessibilityState={isFocused ? { selected: true } : {}}
+                isFocused={isFocused}
+                iconName={iconName}
+                iconSize={route.name === 'ai' ? 24 : 22}
+                label={meta.label}
+                color={color}
                 onPress={onPress}
                 onLongPress={onLongPress}
-                style={styles.item}
-              >
-                <Ionicons name={iconName} size={route.name === 'ai' ? 24 : 22} color={color} />
-                <Text
-                  style={[
-                    styles.label,
-                    {
-                      color,
-                      opacity: isFocused ? 1 : 0.55,
-                      fontWeight: isFocused ? '600' : '500',
-                    },
-                  ]}
-                  numberOfLines={1}
-                >
-                  {meta.label}
-                </Text>
-              </Pressable>
+              />
             );
           })}
         </View>
@@ -174,6 +174,92 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
   );
 }
 
+function TabBarItem({
+  isFocused,
+  iconName,
+  iconSize,
+  label,
+  color,
+  onPress,
+  onLongPress,
+}: {
+  isFocused: boolean;
+  iconName: keyof typeof Ionicons.glyphMap;
+  iconSize: number;
+  label: string;
+  color: string;
+  onPress: () => void;
+  onLongPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const reduceMotion = useReduceMotion();
+  const dotOpacity = useSharedValue(isFocused ? 1 : 0);
+  const dotScale = useSharedValue(isFocused ? 1 : 0);
+  const iconScale = useSharedValue(isFocused ? 1.12 : 1);
+
+  useEffect(() => {
+    if (reduceMotion) {
+      dotOpacity.value = isFocused ? 1 : 0;
+      dotScale.value = isFocused ? 1 : 0;
+      iconScale.value = isFocused ? 1.12 : 1;
+      return;
+    }
+    dotOpacity.value = withTiming(isFocused ? 1 : 0, {
+      duration: isFocused ? 200 : 150,
+    });
+    dotScale.value = isFocused
+      ? withSpring(1, { damping: 10 })
+      : withTiming(0, { duration: 150 });
+    iconScale.value = isFocused
+      ? withSpring(1.12, { damping: 10 })
+      : withTiming(1, { duration: 150 });
+  }, [dotOpacity, dotScale, iconScale, isFocused, reduceMotion]);
+
+  const dotStyle = useAnimatedStyle(() => ({
+    opacity: dotOpacity.value,
+    transform: [{ scale: dotScale.value }],
+  }));
+
+  const iconStyle = useAnimatedStyle(() => ({
+    transform: [{ scale: iconScale.value }],
+  }));
+
+  return (
+    <Pressable
+      accessibilityRole="button"
+      accessibilityState={isFocused ? { selected: true } : {}}
+      onPress={onPress}
+      onLongPress={onLongPress}
+      style={styles.item}
+    >
+      <Reanimated.View style={iconStyle}>
+        <Ionicons name={iconName} size={iconSize} color={color} />
+      </Reanimated.View>
+      <Reanimated.View
+        pointerEvents="none"
+        style={[
+          styles.activeDot,
+          { backgroundColor: colors.iridescentStart },
+          dotStyle,
+        ]}
+      />
+      <Text
+        style={[
+          styles.label,
+          {
+            color,
+            opacity: isFocused ? 1 : 0.55,
+            fontWeight: isFocused ? '600' : '500',
+          },
+        ]}
+        numberOfLines={1}
+      >
+        {label}
+      </Text>
+    </Pressable>
+  );
+}
+
 const styles = StyleSheet.create({
   scrim: {
     position: 'absolute',
@@ -237,7 +323,12 @@ const styles = StyleSheet.create({
     height: '100%',
     alignItems: 'center',
     justifyContent: 'center',
-    gap: 2,
+    gap: 3,
+  },
+  activeDot: {
+    width: 4,
+    height: 4,
+    borderRadius: 2,
   },
   label: {
     fontSize: 11,
diff --git a/src/components/auth/AuthScaffold.tsx b/src/components/auth/AuthScaffold.tsx
index ebb10ce..d054199 100644
--- a/src/components/auth/AuthScaffold.tsx
+++ b/src/components/auth/AuthScaffold.tsx
@@ -1,6 +1,10 @@
 import React from "react";
-import { KeyboardAvoidingView, Platform, Pressable, ScrollView, Text, TextInput, View } from "react-native";
+import { KeyboardAvoidingView, Platform, Pressable, ScrollView, Text, TextInput, useWindowDimensions, View } from "react-native";
 
+import { Fonts } from "@/constants/theme";
+import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
+import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
+import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import { SafeScreen } from "@/src/components/SafeScreen";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
@@ -17,53 +21,60 @@ export function AuthScaffold({
   children: React.ReactNode;
   footer?: React.ReactNode;
 }) {
-  const { colors } = useAppTheme();
+  const { colors, theme } = useAppTheme();
+  const { width, height } = useWindowDimensions();
+  const compactAuth = width < 390 || height < 760;
+  const titleSize = compactAuth ? 34 : 38;
+  const titleLineHeight = compactAuth ? 38 : 42;
+  const contentGap = compactAuth ? 22 : 28;
+  const headerGap = compactAuth ? 8 : 10;
 
   return (
-    <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
-      <KeyboardAvoidingView
-        behavior={Platform.OS === "ios" ? "padding" : undefined}
-        style={{ flex: 1 }}
-      >
-        <ScrollView
-          keyboardShouldPersistTaps="handled"
-          contentContainerStyle={{
-            flexGrow: 1,
-            paddingHorizontal: 20,
-            paddingBottom: 36,
-            justifyContent: "center",
-            gap: 28,
-          }}
+    <AuraGlowBackground>
+      <SafeScreen backgroundColor="transparent" includeBottomInset={false} style={{ flex: 1 }}>
+        <KeyboardAvoidingView
+          behavior={Platform.OS === "ios" ? "padding" : undefined}
+          style={{ flex: 1 }}
         >
-          <View style={{ gap: 10 }}>
-            <Text style={{ color: colors.aiAccent, fontSize: 12, fontWeight: "800", letterSpacing: 1.4 }}>
-              {eyebrow}
-            </Text>
-            <Text style={{ color: colors.text, fontSize: 38, fontWeight: "900", lineHeight: 42 }}>
-              {title}
-            </Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 16, lineHeight: 24 }}>
-              {subtitle}
-            </Text>
-          </View>
-
-          <View
-            style={{
-              backgroundColor: "rgba(255,255,255,0.04)",
-              borderRadius: 28,
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
-              padding: 18,
-              gap: 14,
+          <ScrollView
+            keyboardShouldPersistTaps="handled"
+            contentContainerStyle={{
+              flexGrow: 1,
+              paddingHorizontal: 20,
+              paddingBottom: compactAuth ? 28 : 36,
+              justifyContent: "center",
+              gap: contentGap,
             }}
           >
-            {children}
-          </View>
+            <View style={{ gap: headerGap }}>
+              <Text
+                style={{
+                  color: colors.textSecondary,
+                  fontSize: theme.typography.eyebrow.fontSize,
+                  fontWeight: theme.typography.eyebrow.fontWeight,
+                  letterSpacing: theme.typography.eyebrow.letterSpacing,
+                  fontFamily: Fonts.sans,
+                }}
+              >
+                {eyebrow}
+              </Text>
+              <Text style={{ color: colors.text, fontSize: titleSize, fontWeight: "700", lineHeight: titleLineHeight, fontFamily: Fonts.sans }}>
+                {title}
+              </Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 16, lineHeight: 24, fontFamily: Fonts.sans }}>
+                {subtitle}
+              </Text>
+            </View>
 
-          {footer ? <View style={{ gap: 10 }}>{footer}</View> : null}
-        </ScrollView>
-      </KeyboardAvoidingView>
-    </SafeScreen>
+            <AuraGlassCard contentStyle={{ padding: 18, gap: 14 }}>
+              {children}
+            </AuraGlassCard>
+
+            {footer ? <View style={{ gap: 10 }}>{footer}</View> : null}
+          </ScrollView>
+        </KeyboardAvoidingView>
+      </SafeScreen>
+    </AuraGlowBackground>
   );
 }
 
@@ -99,23 +110,8 @@ export function PrimaryAuthButton({
   onPress: () => void;
   disabled?: boolean;
 }) {
-  const { colors } = useAppTheme();
-  return (
-    <Pressable
-      onPress={onPress}
-      disabled={disabled}
-      style={({ pressed }) => ({
-        borderRadius: 18,
-        paddingVertical: 16,
-        alignItems: "center",
-        justifyContent: "center",
-        backgroundColor: colors.aiAccent,
-        opacity: disabled ? 0.55 : pressed ? 0.86 : 1,
-      })}
-    >
-      <Text style={{ color: "#071018", fontSize: 16, fontWeight: "900" }}>{label}</Text>
-    </Pressable>
-  );
+  useAppTheme();
+  return <AuraGradientButton label={label} onPress={onPress} disabled={disabled} />;
 }
 
 export function SecondaryAuthButton({
@@ -159,4 +155,3 @@ export function AuthInlineLink({
     </Pressable>
   );
 }
-
diff --git a/src/constants/dock.ts b/src/constants/dock.ts
index 95e0e95..88f22f0 100644
--- a/src/constants/dock.ts
+++ b/src/constants/dock.ts
@@ -1,8 +1,23 @@
-export const DOCK_HEIGHT = 62;
+export const FLOATING_TAB_BAR_HEIGHT = 62;
+export const DOCK_HEIGHT = FLOATING_TAB_BAR_HEIGHT;
 export const DOCK_RADIUS = 26;
 export const DOCK_SIDE_MARGIN = 16;
-export const DOCK_BOTTOM_GAP = 0;
+export const FLOATING_TAB_BAR_BOTTOM_INSET_MIN = 16;
+export const DOCK_BOTTOM_GAP = FLOATING_TAB_BAR_BOTTOM_INSET_MIN;
 export const DOCK_ITEM_COUNT = 5;
+export const FLOATING_CONTROL_GAP = 14;
+export const SCREEN_BOTTOM_EXTRA_PADDING = 30;
 
-export const dockSpace = (insetsBottom: number) =>
-  DOCK_HEIGHT + DOCK_BOTTOM_GAP + insetsBottom;
+export const floatingTabBarBottomInset = (insetsBottom: number) =>
+  Math.max(FLOATING_TAB_BAR_BOTTOM_INSET_MIN, insetsBottom * 0.35);
+
+export const floatingTabBarTopOffset = (insetsBottom: number) =>
+  floatingTabBarBottomInset(insetsBottom) + FLOATING_TAB_BAR_HEIGHT;
+
+export const screenBottomContentPadding = (insetsBottom: number) =>
+  floatingTabBarTopOffset(insetsBottom) + SCREEN_BOTTOM_EXTRA_PADDING;
+
+export const composerBottomOffset = (insetsBottom: number) =>
+  floatingTabBarTopOffset(insetsBottom) + FLOATING_CONTROL_GAP;
+
+export const dockSpace = screenBottomContentPadding;
diff --git a/src/hooks/useAppTheme.ts b/src/hooks/useAppTheme.ts
index 0030457..7f909a7 100644
--- a/src/hooks/useAppTheme.ts
+++ b/src/hooks/useAppTheme.ts
@@ -1,14 +1,16 @@
-import { Colors, type AppColors } from "@/constants/theme";
+import { Colors, ThemeTokens, type AppColors, type AppThemeTokens } from "@/constants/theme";
 import { useColorScheme } from "@/hooks/use-color-scheme";
 
 export function useAppTheme() {
   const scheme = useColorScheme() ?? "light";
   const isDark = scheme === "dark";
   const colors: AppColors = Colors[scheme];
+  const theme: AppThemeTokens = ThemeTokens[scheme];
 
   return {
     scheme,
     isDark,
     colors,
+    theme,
   };
 }
diff --git a/src/hooks/useResponsiveLayout.ts b/src/hooks/useResponsiveLayout.ts
index 8cc55cf..6433910 100644
--- a/src/hooks/useResponsiveLayout.ts
+++ b/src/hooks/useResponsiveLayout.ts
@@ -2,7 +2,11 @@ import { useMemo } from "react";
 import { useWindowDimensions } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
-import { dockSpace } from "@/src/constants/dock";
+import {
+  composerBottomOffset,
+  floatingTabBarBottomInset,
+  screenBottomContentPadding,
+} from "@/src/constants/dock";
 import { layoutTokens, type ResponsiveSizeCategory } from "@/src/constants/layout";
 import { SCREEN_BOTTOM_PADDING, SCREEN_TOP_PADDING } from "@/src/components/SafeScreen";
 
@@ -27,12 +31,13 @@ export function useResponsiveLayout() {
     const continueCardWidth = screenSize === "compact" ? 150 : screenSize === "large" ? 180 : 164;
     const titleScale = screenSize === "compact" ? 0.94 : screenSize === "large" ? 1.05 : 1;
     const topContentInset = insets.top + SCREEN_TOP_PADDING;
+    const floatingDockBottom = floatingTabBarBottomInset(insets.bottom);
     const bottomDockPadding = Math.max(
       insets.bottom + SCREEN_BOTTOM_PADDING,
-      dockSpace(insets.bottom) + 24,
-      100
+      screenBottomContentPadding(insets.bottom),
+      112
     );
-    const composerOffset = dockSpace(insets.bottom) + 10;
+    const composerOffset = composerBottomOffset(insets.bottom);
     const composerHeight = screenSize === "compact" ? 118 : 126;
 
     return {
@@ -51,6 +56,7 @@ export function useResponsiveLayout() {
       continueCardWidth,
       titleScale,
       topContentInset,
+      floatingDockBottom,
       bottomDockPadding,
       composerOffset,
       composerHeight,

From 520eb247de3cc8ea4f8db5f0aa00cd9aa76c469e Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:06:44 -0500
Subject: [PATCH 11/93] feat: enhance AURA chat, input system, and
 personalization memory

---
 app/(tabs)/ai.tsx                    | 1529 ++++++++++++++++++++------
 src/components/ai/AuraChatDrawer.tsx |  365 ++++++
 src/components/ai/AuraHeader.tsx     |  136 +++
 src/components/ai/AuraOrb.tsx        |   85 ++
 src/components/ai/AuraQuickChips.tsx |  131 ++-
 src/components/ai/AuraReplyCard.tsx  | 1051 +++++++++++++++---
 src/components/ai/ChatList.tsx       |  124 ++-
 src/components/ai/ChatMessage.tsx    |  531 +++++++--
 src/components/ai/InputBar.tsx       |  666 ++++++++---
 src/components/ai/OutfitMessage.tsx  |   95 +-
 src/components/ai/aiTheme.ts         |   38 +
 src/components/ai/chatTypes.ts       |   26 +
 src/lib/aiChats.ts                   |  173 ++-
 src/lib/aura.ts                      |  472 +++++++-
 src/lib/auraAttachments.ts           |  952 ++++++++++++++++
 src/lib/auraIntent.ts                |   89 ++
 src/lib/auraLooks.ts                 |   87 +-
 src/lib/auraMemory.ts                |  396 +++++++
 src/lib/auraOutfitFeedback.ts        |  219 ++++
 src/lib/formatChatText.ts            |   42 +
 src/lib/localChatCache.ts            |   14 +-
 src/types/aura.ts                    |   49 +-
 22 files changed, 6342 insertions(+), 928 deletions(-)
 create mode 100644 src/components/ai/AuraChatDrawer.tsx
 create mode 100644 src/components/ai/AuraHeader.tsx
 create mode 100644 src/components/ai/AuraOrb.tsx
 create mode 100644 src/components/ai/aiTheme.ts
 create mode 100644 src/lib/auraAttachments.ts
 create mode 100644 src/lib/auraIntent.ts
 create mode 100644 src/lib/auraMemory.ts
 create mode 100644 src/lib/auraOutfitFeedback.ts
 create mode 100644 src/lib/formatChatText.ts

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 0a50c10..6f23140 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -1,30 +1,40 @@
 import { LinearGradient } from "expo-linear-gradient";
-import { useLocalSearchParams } from "expo-router";
+import * as ImagePicker from "expo-image-picker";
+import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
-import {
-  Animated,
-  Alert,
-  Keyboard,
-  KeyboardEvent,
-  Platform,
-  Pressable,
-  Text,
-  View,
-} from "react-native";
-import { Ionicons } from "@expo/vector-icons";
+import { Animated, Alert, Keyboard, KeyboardEvent, Platform, Pressable, Text, View } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
-import { Fonts } from "@/constants/theme";
+import AuraHeader from "@/src/components/ai/AuraHeader";
+import AuraChatDrawer from "@/src/components/ai/AuraChatDrawer";
 import AuraQuickChips from "@/src/components/ai/AuraQuickChips";
 import ChatList from "@/src/components/ai/ChatList";
 import InputBar from "@/src/components/ai/InputBar";
-import type { AIMessage } from "@/src/components/ai/chatTypes";
+import { auraTheme } from "@/src/components/ai/aiTheme";
+import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
+import type {
+  AIMessage,
+  ChatAttachment,
+  ChatAttachmentGroupRole,
+  ChatImageAttachment,
+} from "@/src/components/ai/chatTypes";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { askAuraStream } from "@/src/lib/aura";
+import { askAuraStream, transcribeAuraAudio } from "@/src/lib/aura";
+import { logAuraLookStyleEvent, updateAuraSessionContextFromPrompt } from "@/src/lib/auraMemory";
+import {
+  type AuraCandidateLocalPhoto,
+  createAuraItemDraftsFromCandidates,
+  uploadAuraAttachment,
+  uploadAuraAttachments,
+} from "@/src/lib/auraAttachments";
+import { classifyAuraImageIntent } from "@/src/lib/auraIntent";
 import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
+import { saveAuraOutfitFeedback } from "@/src/lib/auraOutfitFeedback";
+import { generateAuraSwipeBatch } from "@/src/lib/auraSwipe";
 import { listenToItems } from "@/src/lib/items";
+import { Toast } from "@/src/lib/toast";
 import {
   appendMessageToChat,
   createChatThread,
@@ -34,43 +44,40 @@ import {
   type AIChatThread,
 } from "@/src/lib/aiChats";
 import { clearLatestChatCache, loadLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
-import type { AuraResponse } from "@/src/types/aura";
+import type { AuraCandidateAction, AuraCandidateItem, AuraLookAction, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import { savePlannedRecord } from "@/src/utils/dailyOutfits";
 
 const DEFAULT_CHIPS = [
+  "Style me today",
+  "Show safe, balanced, and bold options",
   "Build a casual look",
+  "Fix this outfit",
+  "What am I missing?",
+  "Use only my closet",
   "What should I buy first?",
-  "Help me style this",
-  "Give me style advice",
-];
-
-const STARTER_CARDS = [
-  {
-    title: "Build a casual look",
-    subtitle: "Start from scratch or use what I already own",
-    prompt: "Build a casual look",
-  },
-  {
-    title: "What should I buy first?",
-    subtitle: "Build a wardrobe that gets smarter fast",
-    prompt: "What should I buy first to build a stronger wardrobe?",
-  },
-  {
-    title: "Plan an outfit for tonight",
-    subtitle: "Give me a sharp direction for tonight",
-    prompt: "Plan an outfit for tonight",
-  },
-  {
-    title: "Find gaps in my closet",
-    subtitle: "Use what I own and show me what is missing",
-    prompt: "Find gaps in my closet",
-  },
+  "Plan a cleaner outfit",
 ];
 
 const consumedPromptTokens = new Set<string>();
 const consumedChatTokens = new Set<string>();
-const DEFAULT_COMPOSER_HEIGHT = 70;
+const DEFAULT_COMPOSER_HEIGHT = 56;
+const AURA_OFFLINE_MESSAGE = "AURA is having trouble connecting right now. Try again in a moment.";
+const AURA_DRAFT_FAILURE_MESSAGE = "I couldn't create that wardrobe draft. Please try again.";
+const AURA_ATTACHMENT_FAILURE_MESSAGE = "I couldn't upload that attachment. Please try again.";
+const DEBUG_AURA_CLIENT =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+const MULTI_OUTFIT_REQUEST_RE =
+  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?)|few\s+outfits?)\b/i;
+const OUTERWEAR_REQUEST_RE =
+  /\b(with jacket|with jackets|jackets?|outerwear|coat|blazer|hoodie|cardigan|overshirt|layered|layers)\b/i;
+
+type OptionalAudioRecorder = {
+  uri: string | null;
+  prepareToRecordAsync: () => Promise<void>;
+  record: () => void;
+  stop: () => Promise<void>;
+};
 
 function createMessageId() {
   return `msg-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
@@ -86,25 +93,438 @@ function createUserMessage(text: string): AIMessage {
   };
 }
 
-function createAssistantMessage(data: AuraResponse, overrides?: Partial<AIMessage>): AIMessage {
+function createUserMessageWithAttachments(text: string, attachments: ChatAttachment[]): AIMessage {
+  return {
+    ...createUserMessage(text),
+    attachments,
+  };
+}
+
+function createLocalAttachmentId() {
+  return `att-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
+}
+
+function candidateImageSet(candidate: AuraCandidateItem) {
+  return new Set(
+    [
+      candidate.primaryImageUrl,
+      ...(candidate.imageUrls ?? []),
+      ...(candidate.secondaryImageUrls ?? []),
+    ]
+      .map((url) => String(url ?? "").trim())
+      .filter(Boolean)
+  );
+}
+
+function cleanIntroText(value: unknown) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
+  const request = cleanIntroText(userRequest).toLowerCase();
+  const reply = cleanIntroText(data.reply);
+  if (reply) return reply;
+
+  const candidateItems = data.candidateItems ?? data.candidates ?? [];
+  const hasCandidates = candidateItems.length > 0;
+  const hasLooks = !!data.look || !!data.lookOptions?.length;
+  const lookCount = data.lookOptions?.length ?? (data.look ? 1 : 0);
+
+  if (hasCandidates) {
+    if (/\b(add|save|store|closet|wardrobe|item)\b/.test(request)) {
+      return "I found this item. Review it before I add it to your wardrobe.";
+    }
+    return "I found this item. Give it a quick review and I can take the next step.";
+  }
+
+  if (hasLooks) {
+    if (/\bjacket|jackets|coat|coats|blazer|blazers|outerwear\b/.test(request)) {
+      return "Got you — I kept jackets as the main layer and built the outfits around them.";
+    }
+    if (/\bformal|cleaner|dressier|more formal|tailored|polished\b/.test(request)) {
+      return "Done — I pushed these cleaner and more formal while keeping them wearable.";
+    }
+    if (/\bstreetwear|street\b/.test(request)) {
+      return "Done — I made these lean more streetwear without losing balance.";
+    }
+    if (/\bsafe\b/.test(request) && /\bbalanced\b/.test(request) && /\bbold\b/.test(request)) {
+      return "Got you — I built a few directions so you can compare the safer, balanced, and bolder takes side by side.";
+    }
+    if (lookCount > 1) {
+      return "Got you — I built a few looks from your closet that match that direction.";
+    }
+    return "Got you — I pulled a look together that stays close to that direction.";
+  }
+
+  if (data.presentation === "candidate_preview") {
+    return "I found this item. Review it before I add it to your wardrobe.";
+  }
+
+  if (/\bswipe|training|taste|learn\b/.test(request)) {
+    return "Here are a few quick outfit edits. Swipe through them so I can learn your taste.";
+  }
+
+  return "Got you — here’s what I’d do.";
+}
+
+function buildAuraLookFeedbackPrompt(action: AuraLookAction, promptBase: string) {
+  if (action === "notMyVibe") {
+    return `Take this in a different direction from ${promptBase}. Keep it polished, but shift the palette, silhouette, or overall attitude so it feels more like me.`;
+  }
+  if (action === "showMoreLikeThis") {
+    return `Show me 3 more looks in the same lane as ${promptBase}, but vary the styling so they do not feel repetitive.`;
+  }
+  if (action === "lessLikeThis") {
+    return `Pull away from ${promptBase}. Keep the same level of polish, but give me a noticeably different palette, silhouette, or vibe.`;
+  }
+  return "";
+}
+
+function resolveLocalPhotosForAuraCandidates(
+  messages: AIMessage[],
+  sourceMessage: AIMessage,
+  candidates: AuraCandidateItem[]
+): Record<string, AuraCandidateLocalPhoto | undefined> {
+  const previousUserMessages = messages
+    .filter(
+      (message) =>
+        message.type === "user" &&
+        message.createdAt <= sourceMessage.createdAt &&
+        message.attachments?.some((attachment) => attachment.type === "image")
+    )
+    .sort((a, b) => b.createdAt - a.createdAt);
+  const imageAttachments = previousUserMessages.flatMap((message) =>
+    (message.attachments ?? []).filter(
+      (attachment): attachment is ChatImageAttachment => attachment.type === "image"
+    )
+  );
+  const localByCandidateId: Record<string, AuraCandidateLocalPhoto | undefined> = {};
+
+  for (const candidate of candidates) {
+    const urls = candidateImageSet(candidate);
+    const matchedAttachment =
+      imageAttachments.find((attachment) => urls.has(String(attachment.uri ?? "").trim())) ??
+      (candidates.length === 1 && imageAttachments.length === 1 ? imageAttachments[0] : undefined);
+    if (!matchedAttachment?.localUri) continue;
+    localByCandidateId[candidate.candidateId] = {
+      localUri: matchedAttachment.localUri,
+      attachmentUri: matchedAttachment.uri,
+      width: matchedAttachment.width ?? null,
+      height: matchedAttachment.height ?? null,
+    };
+  }
+
+  return localByCandidateId;
+}
+
+function createAssistantMessage(
+  data: AuraResponse,
+  overrides?: Partial<AIMessage>,
+  options?: { userRequest?: string }
+): AIMessage {
+  const candidateItems = data.candidateItems ?? data.candidates ?? [];
+  const normalizedData = candidateItems.length
+    ? {
+        ...data,
+        presentation: "candidate_preview" as const,
+        candidateItems,
+        candidates: candidateItems,
+      }
+    : data;
   const shouldUseCard =
-    data.presentation === "card" ||
-    !!data.look ||
-    ((!!data.outfitItems?.length ||
-      !!data.ownedPieces?.length ||
-      !!data.recommendedAdditions?.length) &&
-      (!!data.reason?.trim() || !!data.swapSuggestion?.trim()));
+    normalizedData.presentation === "card" ||
+    normalizedData.presentation === "candidate_preview" ||
+    !!normalizedData.look ||
+    !!normalizedData.lookOptions?.length ||
+    !!candidateItems.length ||
+    ((!!normalizedData.outfitItems?.length ||
+      !!normalizedData.ownedPieces?.length ||
+      !!normalizedData.recommendedAdditions?.length) &&
+      (!!normalizedData.reason?.trim() || !!normalizedData.swapSuggestion?.trim()));
+  if (DEBUG_AURA_CLIENT) {
+    console.log("[AURA_FRONTEND_PAYLOAD]", "createAssistantMessage payload", {
+      messageId: overrides?.id ?? null,
+      presentation: normalizedData.presentation,
+      hasLook: !!normalizedData.look,
+      lookOptionsCount: normalizedData.lookOptions?.length ?? 0,
+      candidateItemsCount: candidateItems.length,
+      shouldUseCard,
+      replyPreview: String(normalizedData.reply ?? "").slice(0, 120),
+    });
+  }
+  if (DEBUG_AURA_CLIENT && candidateItems.length) {
+    console.log("[AURA_PARSE]", "creating assistant candidate message", {
+      candidateCount: candidateItems.length,
+      kind: shouldUseCard ? "aura_card" : "aura_text",
+      presentation: normalizedData.presentation,
+      rawKeys: Object.keys(data),
+    });
+  }
+  const assistantIntroText = shouldUseCard
+    ? buildAssistantCardIntro(normalizedData, options?.userRequest)
+    : cleanIntroText(normalizedData.reply);
   return {
     id: overrides?.id ?? createMessageId(),
     type: "assistant",
     kind: shouldUseCard ? "aura_card" : "aura_text",
-    text: data.reply,
+    text: assistantIntroText || normalizedData.reply,
+    assistantIntroText: assistantIntroText || undefined,
     streaming: overrides?.streaming,
-    aura: shouldUseCard ? data : undefined,
+    aura: shouldUseCard ? normalizedData : undefined,
     createdAt: overrides?.createdAt ?? Date.now(),
   };
 }
 
+function requestedOutfitCount(prompt: string) {
+  const normalized = prompt.toLowerCase();
+  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
+  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
+  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
+  return 3;
+}
+
+const OUTFIT_REFINEMENT_RE =
+  /\b(with|without|more|less|make|push|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?)\b/i;
+
+function latestAuraLookCount(messages: AIMessage[]) {
+  for (let index = messages.length - 1; index >= 0; index -= 1) {
+    const message = messages[index];
+    const count = message.aura?.lookOptions?.length ?? (message.aura?.look ? 1 : 0);
+    if (count > 0) return count;
+  }
+  return 0;
+}
+
+function previousUserPrompt(messages: AIMessage[]) {
+  for (let index = messages.length - 1; index >= 0; index -= 1) {
+    const message = messages[index];
+    if (message.type !== "user") continue;
+    const text = String(message.text ?? "").trim();
+    if (text) return text;
+  }
+  return "";
+}
+
+function buildStructuredOutfitBatchPrompt(prompt: string, messages: AIMessage[]) {
+  const current = String(prompt ?? "").trim();
+  if (!current) return current;
+  if (MULTI_OUTFIT_REQUEST_RE.test(current)) return current;
+  if (!OUTFIT_REFINEMENT_RE.test(current)) return current;
+  const prior = previousUserPrompt(messages);
+  if (!prior || prior === current) {
+    return `Give me ${requestedOutfitCount(current)} outfits. ${current}`;
+  }
+  return `${prior}. Refine those outfit options: ${current}`;
+}
+
+function wantsStructuredOutfitBatch(
+  prompt: string,
+  attachmentCount: number,
+  messages: AIMessage[],
+) {
+  if (attachmentCount !== 0) return false;
+  if (MULTI_OUTFIT_REQUEST_RE.test(prompt)) return true;
+  return latestAuraLookCount(messages) > 0 && OUTFIT_REFINEMENT_RE.test(prompt);
+}
+
+function promptRequestsOuterwear(prompt: string) {
+  return OUTERWEAR_REQUEST_RE.test(String(prompt ?? ""));
+}
+
+function lookHasOuterwear(look?: AuraResponse["look"] | null) {
+  return Boolean(
+    look?.pieces?.some((piece) => {
+      const tokens = `${String(piece.role ?? "")} ${String(piece.itemName ?? "")}`.toLowerCase();
+      return (
+        piece.role === "outerwear" ||
+        /\b(jacket|coat|outerwear|overshirt|blazer|hoodie|cardigan|shacket|trench|parka|bomber)\b/.test(tokens)
+      );
+    }),
+  );
+}
+
+function closetHasOuterwear(items: ClothingItem[]) {
+  return items.some((item) => {
+    const tokens = [
+      String(item.category ?? ""),
+      String(item.subCategory ?? ""),
+      String(item.type ?? ""),
+      String(item.name ?? ""),
+    ]
+      .join(" ")
+      .toLowerCase();
+
+    return (
+      String(item.category ?? "").trim().toLowerCase() === "outerwear" ||
+      /\b(jacket|coat|outerwear|overshirt|blazer|hoodie|cardigan|shacket|trench|parka|bomber)\b/.test(tokens)
+    );
+  });
+}
+
+function countClosetOuterwear(items: ClothingItem[]) {
+  return items.filter((item) => {
+    const tokens = [
+      String(item.category ?? ""),
+      String(item.subCategory ?? ""),
+      String(item.type ?? ""),
+      String(item.name ?? ""),
+    ]
+      .join(" ")
+      .toLowerCase();
+
+    return (
+      String(item.category ?? "").trim().toLowerCase() === "outerwear" ||
+      /\b(jacket|coat|outerwear|overshirt|blazer|hoodie|cardigan|shacket|trench|parka|bomber)\b/.test(tokens)
+    );
+  }).length;
+}
+
+function listClosetOuterwear(items: ClothingItem[]) {
+  return items.filter((item) => {
+    const tokens = [
+      String(item.category ?? ""),
+      String(item.subCategory ?? ""),
+      String(item.type ?? ""),
+      String(item.name ?? ""),
+    ]
+      .join(" ")
+      .toLowerCase();
+
+    return (
+      String(item.category ?? "").trim().toLowerCase() === "outerwear" ||
+      /\b(jacket|coat|outerwear|overshirt|blazer|hoodie|cardigan|shacket|trench|parka|bomber|denim jacket)\b/.test(tokens)
+    );
+  });
+}
+
+function buildOuterwearPiece(item: ClothingItem) {
+  const imageUrl =
+    item.photos?.normalizedUrl ??
+    item.cleanedImageUrl ??
+    item.photos?.cleanedUrl ??
+    item.photos?.cleanedPhotoUrl ??
+    item.originalImageUrl ??
+    item.photoUrl ??
+    null;
+
+  return {
+    role: "outerwear" as const,
+    itemName:
+      String(item.name ?? "").trim() ||
+      String(item.subCategory ?? "").trim() ||
+      String(item.type ?? "").trim() ||
+      "Outerwear piece",
+    source: "closet" as const,
+    itemId: item.id,
+    imageUrl,
+  };
+}
+
+function repairLookForOuterwearRequirement(
+  look: NonNullable<AuraResponse["look"]>,
+  outerwearPool: ClothingItem[],
+  usedOuterwearIds: Set<string>,
+) {
+  if (lookHasOuterwear(look) || outerwearPool.length === 0) return look;
+
+  const chosen =
+    outerwearPool.find((item) => !usedOuterwearIds.has(item.id)) ??
+    outerwearPool[0];
+  if (!chosen) return look;
+  usedOuterwearIds.add(chosen.id);
+  const outerwearPiece = buildOuterwearPiece(chosen);
+  const fromCloset = Array.from(
+    new Set([outerwearPiece.itemName, ...(look.fromCloset ?? [])].filter(Boolean)),
+  );
+  const lookTitle = String(look.lookTitle ?? "").trim();
+  const nextTitle = lookTitle.toLowerCase().includes(outerwearPiece.itemName.toLowerCase())
+    ? lookTitle
+    : `${outerwearPiece.itemName} + ${lookTitle || "Layered outfit"}`;
+
+  return {
+    ...look,
+    lookTitle: nextTitle,
+    stylingNote: look.stylingNote
+      ? `${look.stylingNote} Layer in ${outerwearPiece.itemName.toLowerCase()} to complete the silhouette.`
+      : `Layer in ${outerwearPiece.itemName.toLowerCase()} to complete the silhouette.`,
+    pieces: [outerwearPiece, ...(look.pieces ?? [])],
+    fromCloset,
+  };
+}
+
+function ensureOuterwearLooks(
+  lookOptions: NonNullable<AuraResponse["lookOptions"]>,
+  items: ClothingItem[],
+) {
+  const outerwearPool = listClosetOuterwear(items);
+  const usedOuterwearIds = new Set<string>();
+  return lookOptions.map((look) =>
+    repairLookForOuterwearRequirement(look, outerwearPool, usedOuterwearIds),
+  );
+}
+
+function buildAuraResponseFromSwipeBatch(
+  batch: Awaited<ReturnType<typeof generateAuraSwipeBatch>>,
+  options?: { prompt?: string; items?: ClothingItem[] },
+): AuraResponse {
+  const wantsOuterwear = promptRequestsOuterwear(options?.prompt ?? "");
+  const availableOuterwearCount = countClosetOuterwear(options?.items ?? []);
+  const repairedLookOptions =
+    wantsOuterwear && availableOuterwearCount > 0
+      ? ensureOuterwearLooks(batch.lookOptions.map((entry) => entry.look), options?.items ?? [])
+      : batch.lookOptions.map((entry) => entry.look);
+  const lookOptions = repairedLookOptions;
+  const primaryLook = lookOptions[0] ?? null;
+  const count = lookOptions.length;
+  const hasOuterwearLooks = lookOptions.some((look) => lookHasOuterwear(look));
+  const hasOuterwearInCloset = closetHasOuterwear(options?.items ?? []);
+  if (__DEV__) {
+    console.log("[AURA_OUTERWEAR]", "frontend structured batch summary", {
+      prompt: options?.prompt ?? "",
+      requiresOuterwear: wantsOuterwear,
+      availableOuterwearCount,
+      finalLookIds: batch.lookOptions.map((entry) => entry.id),
+      lookOuterwearCounts: lookOptions.map((look, index) => ({
+        index,
+        count: look.pieces?.filter((piece) => piece.role === "outerwear").length ?? 0,
+        title: look.lookTitle,
+      })),
+    });
+  }
+  return {
+    presentation: "card",
+    title:
+      wantsOuterwear && hasOuterwearLooks
+        ? count > 1
+          ? `${count} Jacket Options`
+          : "Jacket Option"
+        : count > 1
+          ? `${count} Outfit Options`
+          : "Outfit Option",
+    reply:
+      wantsOuterwear && !hasOuterwearLooks && !hasOuterwearInCloset
+        ? "I couldn't build jacket looks because I couldn't find outerwear in your closet yet."
+        : wantsOuterwear && !hasOuterwearLooks
+          ? "I couldn't build reliable jacket looks from the current generator, so I repaired the closest structured options with outerwear from your closet."
+          : count > 1
+        ? `I pulled ${count} structured outfit options from your closet so you can compare them side by side.`
+        : "I pulled one structured outfit option from your closet.",
+    reason: "",
+    outfitItems: primaryLook?.fromCloset ?? [],
+    ownedPieces: primaryLook?.fromCloset ?? [],
+    recommendedAdditions: primaryLook?.addToComplete ?? [],
+    swapSuggestion: "",
+    chips: [
+      "Show me 3 more",
+      "Make them more formal",
+      "Push it more streetwear",
+      "Use only basics",
+    ],
+    look: primaryLook,
+    lookOptions,
+  };
+}
+
 function buildAuraHistory(messages: AIMessage[]) {
   return messages
     .filter((message) => message.type === "user" || message.type === "assistant")
@@ -133,6 +553,42 @@ function createSystemMessage(text: string): AIMessage {
   };
 }
 
+function appendUniqueSystemMessage(
+  messages: AIMessage[],
+  text: string,
+  removeMessageId?: string
+) {
+  const withoutRemoved = removeMessageId
+    ? messages.filter((entry) => entry.id !== removeMessageId)
+    : messages;
+  const alreadyShown = withoutRemoved.some(
+    (entry) => entry.type === "system/action" && entry.text === text
+  );
+  return alreadyShown ? withoutRemoved : [...withoutRemoved, createSystemMessage(text)];
+}
+
+function userFacingAuraError(error: unknown) {
+  const messageText =
+    error instanceof Error ? error.message : String((error as { message?: unknown })?.message ?? "");
+  const lower = messageText.toLowerCase();
+  if (lower.includes("permission") || lower.includes("denied")) {
+    return "I couldn't save that item because permission was denied.";
+  }
+  if (lower.includes("upload") || lower.includes("storage")) {
+    return AURA_ATTACHMENT_FAILURE_MESSAGE;
+  }
+  if (lower.includes("draft") || lower.includes("firestore") || lower.includes("item")) {
+    return AURA_DRAFT_FAILURE_MESSAGE;
+  }
+  if (lower.includes("parse") || lower.includes("json")) {
+    return "I couldn't parse AURA's response. Please try again.";
+  }
+  if (lower.includes("network") || lower.includes("request failed") || lower.includes("timed out")) {
+    return "I couldn't reach AURA right now. Please try again in a moment.";
+  }
+  return AURA_OFFLINE_MESSAGE;
+}
+
 export default function AIScreen() {
   const params = useLocalSearchParams<{
     prompt?: string | string[];
@@ -155,12 +611,25 @@ export default function AIScreen() {
   const [isComposerFocused, setIsComposerFocused] = useState(false);
   const [keyboardHeight, setKeyboardHeight] = useState(0);
   const [composerHeight, setComposerHeight] = useState(DEFAULT_COMPOSER_HEIGHT);
+  const [pendingAttachments, setPendingAttachments] = useState<ChatAttachment[]>([]);
+  const [attachmentRole, setAttachmentRole] = useState<ChatAttachmentGroupRole>("reference");
+  const [recordingAudio, setRecordingAudio] = useState(false);
+  const [chatDrawerOpen, setChatDrawerOpen] = useState(false);
+  const [focusScrollSignal, setFocusScrollSignal] = useState(0);
   const latestMessagesRef = useRef<AIMessage[]>([]);
+  const audioRecorderRef = useRef<OptionalAudioRecorder | null>(null);
+  const recordingStartedAtRef = useRef<number | null>(null);
   const auraPulse = useRef(new Animated.Value(0)).current;
   const auraThinking = useRef(new Animated.Value(0)).current;
   const uid = user?.uid ?? null;
   const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
 
+  useFocusEffect(
+    React.useCallback(() => {
+      setFocusScrollSignal((value) => value + 1);
+    }, [])
+  );
+
   const routePrompt = useMemo(() => {
     const raw = Array.isArray(params.prompt) ? params.prompt[0] : params.prompt;
     return typeof raw === "string" ? raw.trim() : "";
@@ -233,6 +702,119 @@ export default function AIScreen() {
     ]).start();
   }, [auraThinking]);
 
+  const addImageAssets = React.useCallback(
+    (assets: ImagePicker.ImagePickerAsset[]) => {
+      const groupId = `grp-${Date.now()}-${Math.random().toString(36).slice(2, 7)}`;
+      const next: ChatImageAttachment[] = assets
+        .filter((asset) => !!asset.uri)
+        .map((asset) => ({
+          id: createLocalAttachmentId(),
+          type: "image",
+          uri: asset.uri,
+          localUri: asset.uri,
+          groupId,
+          role: attachmentRole,
+          width: asset.width ?? null,
+          height: asset.height ?? null,
+        }));
+      if (!next.length) return;
+      setPendingAttachments((prev) => [...prev, ...next].slice(0, 8));
+    },
+    [attachmentRole],
+  );
+
+  const handlePickImages = React.useCallback(async () => {
+    const permission = await ImagePicker.requestMediaLibraryPermissionsAsync();
+    if (!permission.granted) {
+      Alert.alert("Photos", "Please allow photo access to attach images.");
+      return;
+    }
+    const result = await ImagePicker.launchImageLibraryAsync({
+      mediaTypes: ["images"],
+      allowsMultipleSelection: true,
+      quality: 0.9,
+      exif: false,
+    });
+    if (result.canceled) return;
+    addImageAssets(result.assets ?? []);
+  }, [addImageAssets]);
+
+  const handleTakePhoto = React.useCallback(async () => {
+    const permission = await ImagePicker.requestCameraPermissionsAsync();
+    if (!permission.granted) {
+      Alert.alert("Camera", "Please allow camera access to attach a photo.");
+      return;
+    }
+    const result = await ImagePicker.launchCameraAsync({
+      mediaTypes: ["images"],
+      allowsEditing: false,
+      quality: 0.9,
+      exif: false,
+    });
+    if (result.canceled) return;
+    addImageAssets(result.assets ?? []);
+  }, [addImageAssets]);
+
+  const handleMicPress = React.useCallback(async () => {
+    if (!uid) return;
+    try {
+      if (recordingAudio && audioRecorderRef.current) {
+        const recorder = audioRecorderRef.current;
+        await recorder.stop();
+        const uri = recorder.uri;
+        const startedAt = recordingStartedAtRef.current;
+        audioRecorderRef.current = null;
+        recordingStartedAtRef.current = null;
+        setRecordingAudio(false);
+        if (!uri) return;
+        const localAudio: ChatAttachment = {
+          id: createLocalAttachmentId(),
+          type: "audio",
+          uri,
+          localUri: uri,
+          durationMs: startedAt ? Date.now() - startedAt : null,
+        };
+        const uploaded = await uploadAuraAttachment(uid, localAudio);
+        const transcript = await transcribeAuraAudio(uploaded.uri);
+        const withTranscript = { ...uploaded, transcript };
+        setPendingAttachments((prev) => [...prev, withTranscript].slice(0, 8));
+        if (transcript) {
+          setMessage((prev) => (prev.trim() ? `${prev.trim()} ${transcript}` : transcript));
+        }
+        return;
+      }
+
+      const audio = await import("expo-audio").catch(() => null);
+      if (!audio) {
+        Alert.alert("Voice", "Voice input needs the latest native build. Image and text chat still work.");
+        return;
+      }
+
+      const permission = await audio.requestRecordingPermissionsAsync();
+      if (!permission.granted) {
+        Alert.alert("Voice", "Please allow microphone access to record a message.");
+        return;
+      }
+      const recorder = new audio.AudioRecorder(audio.RecordingPresets.LOW_QUALITY);
+      await recorder.prepareToRecordAsync();
+      recorder.record();
+      audioRecorderRef.current = recorder;
+      recordingStartedAtRef.current = Date.now();
+      setRecordingAudio(true);
+    } catch (error: any) {
+      audioRecorderRef.current = null;
+      recordingStartedAtRef.current = null;
+      setRecordingAudio(false);
+      const messageText = String(error?.message ?? "");
+      Alert.alert(
+        "Voice",
+        messageText.includes("ExpoAudio")
+          ? "Voice input needs the latest native build. Image and text chat still work."
+          : messageText || "Unable to record right now."
+      );
+    }
+  }, [recordingAudio, uid]);
+
   useEffect(() => {
     let cancelled = false;
 
@@ -281,7 +863,9 @@ export default function AIScreen() {
           setRecentThreads(recent);
         }
       } catch (error) {
-        console.log("[AURA] hydrate failed", error);
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA] hydrate failed", error);
+        }
       } finally {
         if (!cancelled) setIsBooting(false);
       }
@@ -328,13 +912,57 @@ export default function AIScreen() {
       }
 
       const prompt = String(override ?? message).trim();
-      if (!prompt || loading) return;
+      const outgoingAttachments = override ? [] : pendingAttachments;
+      if ((!prompt && outgoingAttachments.length === 0) || loading) return;
 
-      const userMessage = createUserMessage(prompt);
+      if (DEBUG_AURA_CLIENT) {
+        console.log("[AURA_SEND]", "sending message", {
+          uid,
+          hasPrompt: !!prompt,
+          attachmentCount: outgoingAttachments.length,
+          attachmentTypes: outgoingAttachments.map((attachment) => attachment.type),
+        });
+      }
+      setLoading(true);
+      let uploadedAttachments = outgoingAttachments;
+      try {
+        uploadedAttachments = outgoingAttachments.length
+          ? await uploadAuraAttachments(uid, outgoingAttachments)
+          : [];
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_UPLOAD]", "attachment batch ready for send", {
+            uid,
+            count: uploadedAttachments.length,
+            attachments: uploadedAttachments.map((attachment) => ({
+              id: attachment.id,
+              type: attachment.type,
+              uri: attachment.uri,
+              role: attachment.type === "image" ? attachment.role ?? null : null,
+              groupId: attachment.type === "image" ? attachment.groupId ?? null : null,
+            })),
+          });
+        }
+      } catch (error: any) {
+        console.log("[AURA_ERROR]", "attachment upload failed", error);
+        setLoading(false);
+        setMessages((prev) => appendUniqueSystemMessage(prev, AURA_ATTACHMENT_FAILURE_MESSAGE));
+        Alert.alert("Attachments", error?.message ?? AURA_ATTACHMENT_FAILURE_MESSAGE);
+        return;
+      }
+
+      const userMessage = createUserMessageWithAttachments(prompt, uploadedAttachments);
       const nextLocalMessages = [...latestMessagesRef.current, userMessage];
+      const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, latestMessagesRef.current);
+      const shouldForceStructuredBatch = wantsStructuredOutfitBatch(
+        prompt,
+        uploadedAttachments.length,
+        latestMessagesRef.current,
+      );
       setMessages(nextLocalMessages);
-      if (!override) setMessage("");
-      setLoading(true);
+      if (!override) {
+        setMessage("");
+        setPendingAttachments([]);
+      }
       triggerThinkingPulse();
       const streamingMessageId = createMessageId();
       const streamingMessageCreatedAt = Date.now();
@@ -349,7 +977,103 @@ export default function AIScreen() {
           setActiveChatId(chat.chatId);
         }
 
-        await appendMessageToChat(uid, chatId, userMessage, { titleFromUserText: prompt });
+        void updateAuraSessionContextFromPrompt(uid, chatId, prompt);
+        await appendMessageToChat(uid, chatId, userMessage, { titleFromUserText: prompt || "Image message" });
+
+        const imageIntent = classifyAuraImageIntent(prompt, uploadedAttachments);
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_INTENT]", "classified image intent", {
+            uid,
+            prompt,
+            imageIntent,
+            attachmentCount: uploadedAttachments.length,
+            attachmentRoles: uploadedAttachments.map((attachment) =>
+              attachment.type === "image" ? attachment.role ?? null : attachment.type
+            ),
+          });
+        }
+
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_STREAM_REQUEST]", "ai screen request args", {
+            prompt,
+            clientIntent: imageIntent,
+            attachmentCount: uploadedAttachments.length,
+            attachments: uploadedAttachments.map((attachment) => ({
+              type: attachment.type,
+              uri: attachment.uri,
+              role: attachment.type === "image" ? attachment.role ?? null : null,
+              groupId: attachment.type === "image" ? attachment.groupId ?? null : null,
+            })),
+          });
+        }
+
+        if (shouldForceStructuredBatch) {
+          const desiredLookCount =
+            latestAuraLookCount(latestMessagesRef.current) || requestedOutfitCount(structuredBatchPrompt);
+          if (DEBUG_AURA_CLIENT) {
+            console.log("[AURA_MULTI]", "frontend structured batch request", {
+              prompt,
+              structuredBatchPrompt,
+              desiredLookCount,
+              latestLookCount: latestAuraLookCount(latestMessagesRef.current),
+            });
+          }
+          if (promptRequestsOuterwear(structuredBatchPrompt) && !closetHasOuterwear(items)) {
+            const noOuterwearResponse: AuraResponse = {
+              title: "No outerwear found",
+              reply:
+                "I couldn't build jacket looks because I couldn't find outerwear in your closet yet. Add a jacket, blazer, hoodie, coat, or overshirt and I can redo this.",
+              reason: "",
+              outfitItems: [],
+              ownedPieces: [],
+              recommendedAdditions: [],
+              swapSuggestion: "",
+              chips: DEFAULT_CHIPS,
+            };
+            const assistantMessage = createAssistantMessage(noOuterwearResponse, {
+              id: streamingMessageId,
+              createdAt: streamingMessageCreatedAt,
+              streaming: false,
+            }, {
+              userRequest: prompt,
+            });
+            setMessages([...nextLocalMessages, assistantMessage]);
+            await appendMessageToChat(uid, chatId, assistantMessage);
+            const recent = await loadRecentChatThreads(uid, 6);
+            setRecentThreads(recent);
+            return;
+          }
+          const outfitBatch = await generateAuraSwipeBatch({
+            intentText: structuredBatchPrompt,
+            numOutfits: desiredLookCount,
+            items,
+          });
+          const batchResponse = buildAuraResponseFromSwipeBatch(outfitBatch, {
+            prompt: structuredBatchPrompt,
+            items,
+          });
+          if (DEBUG_AURA_CLIENT) {
+            console.log("[AURA_MULTI]", "frontend batch fallback response", {
+              prompt,
+              structuredBatchPrompt,
+              lookOptionsCount: batchResponse.lookOptions?.length ?? 0,
+              lookTitles: batchResponse.lookOptions?.map((look) => look.lookTitle) ?? [],
+            });
+          }
+          const assistantMessage = createAssistantMessage(batchResponse, {
+            id: streamingMessageId,
+            createdAt: streamingMessageCreatedAt,
+            streaming: false,
+          }, {
+            userRequest: structuredBatchPrompt,
+          });
+          setMessages([...nextLocalMessages, assistantMessage]);
+          setQuickChips(batchResponse.chips?.length ? batchResponse.chips : DEFAULT_CHIPS);
+          await appendMessageToChat(uid, chatId, assistantMessage);
+          const recent = await loadRecentChatThreads(uid, 6);
+          setRecentThreads(recent);
+          return;
+        }
 
         setMessages([
           ...nextLocalMessages,
@@ -366,10 +1090,16 @@ export default function AIScreen() {
         const result = await askAuraStream(
           {
           message: prompt,
+          chatId,
+          attachments: uploadedAttachments,
           history: buildAuraHistory(nextLocalMessages),
+          clientIntent: imageIntent,
           },
           {
             onStatus: () => {
+              if (DEBUG_AURA_CLIENT) {
+                console.log("[AURA_STREAM]", "stream status received", { uid, chatId });
+              }
               setMessages((prev) => {
                 const hasMessage = prev.some((entry) => entry.id === streamingMessageId);
                 if (hasMessage) return prev;
@@ -400,6 +1130,16 @@ export default function AIScreen() {
               );
             },
             onFinal: (finalData) => {
+              if (DEBUG_AURA_CLIENT) {
+                console.log("[AURA_STREAM_FINAL]", "frontend final received", {
+                  uid,
+                  chatId,
+                  hasLook: !!finalData.look,
+                  candidateItemsCount: finalData.candidateItems?.length ?? 0,
+                  candidatesCount: finalData.candidates?.length ?? 0,
+                  presentation: finalData.presentation,
+                });
+              }
               setMessages((prev) =>
                 prev.map((entry) =>
                   entry.id === streamingMessageId
@@ -407,6 +1147,8 @@ export default function AIScreen() {
                         id: streamingMessageId,
                         createdAt: streamingMessageCreatedAt,
                         streaming: false,
+                      }, {
+                        userRequest: prompt,
                       })
                     : entry
                 )
@@ -414,64 +1156,135 @@ export default function AIScreen() {
             },
           }
         );
+        let finalResult = result;
+        if (
+          shouldForceStructuredBatch &&
+          !result.look &&
+          !(result.lookOptions?.length)
+        ) {
+          const desiredLookCount =
+            latestAuraLookCount(nextLocalMessages) || requestedOutfitCount(structuredBatchPrompt);
+          if (DEBUG_AURA_CLIENT) {
+            console.log("[AURA_MULTI]", "stream returned no structured looks; using frontend batch fallback", {
+              prompt,
+              structuredBatchPrompt,
+              desiredLookCount,
+              presentation: result.presentation,
+              outfitItemsCount: result.outfitItems?.length ?? 0,
+              ownedPiecesCount: result.ownedPieces?.length ?? 0,
+            });
+          }
+          const outfitBatch = await generateAuraSwipeBatch({
+            intentText: structuredBatchPrompt,
+            numOutfits: desiredLookCount,
+            items,
+          });
+          finalResult = buildAuraResponseFromSwipeBatch(outfitBatch, {
+            prompt: structuredBatchPrompt,
+            items,
+          });
+        }
         const elapsed = Date.now() - startedAt;
         if (elapsed < 300) {
           await new Promise((resolve) => setTimeout(resolve, 300 - elapsed));
         }
-        const assistantMessage = createAssistantMessage(result, {
+        const assistantMessage = createAssistantMessage(finalResult, {
           id: streamingMessageId,
           createdAt: streamingMessageCreatedAt,
           streaming: false,
+        }, {
+          userRequest: structuredBatchPrompt || prompt,
         });
         setMessages((prev) =>
           prev.map((entry) => (entry.id === streamingMessageId ? assistantMessage : entry))
         );
-        setQuickChips(result.chips?.length ? result.chips : DEFAULT_CHIPS);
+        setQuickChips(finalResult.chips?.length ? finalResult.chips : DEFAULT_CHIPS);
         await appendMessageToChat(uid, chatId, assistantMessage);
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_STREAM]", "stream flow complete", { uid, chatId });
+        }
         const recent = await loadRecentChatThreads(uid, 6);
         setRecentThreads(recent);
       } catch (error) {
-        console.log("[AURA] ask failed", error);
-        const fallback = createSystemMessage("AURA is offline right now.");
-        setMessages((prev) => [
-          ...prev.filter((entry) => entry.id !== streamingMessageId),
-          fallback,
-        ]);
-        if (chatId) {
-          await appendMessageToChat(uid, chatId, fallback);
-        }
+        console.log("[AURA_ERROR]", "ask failed", {
+          uid,
+          chatId,
+          prompt,
+          attachmentCount: uploadedAttachments.length,
+          error,
+        });
+        const fallback = userFacingAuraError(error);
+        setMessages((prev) => appendUniqueSystemMessage(prev, fallback, streamingMessageId));
       } finally {
         setLoading(false);
       }
     },
-    [activeChatId, loading, message, triggerThinkingPulse, uid]
+    [activeChatId, items, loading, message, pendingAttachments, triggerThinkingPulse, uid]
   );
 
   const handleAuraLookAction = React.useCallback(
-    async (action: import("@/src/types/aura").AuraLookAction, sourceMessage: AIMessage) => {
-      const look = sourceMessage.aura?.look;
+    async (
+      action: AuraLookAction,
+      sourceMessage: AIMessage,
+      selectedLook?: import("@/src/types/aura").AuraLook,
+      lookOption?: AuraLookOptionMeta,
+    ) => {
+      const look = selectedLook ?? sourceMessage.aura?.look;
       const promptBase = look?.lookTitle || sourceMessage.aura?.title || "this look";
       if (!look || !uid) return;
+      if (loading) return;
       if (action === "saveLook") {
         try {
           await saveAuraLook(uid, look, { title: sourceMessage.aura?.title });
-          Alert.alert("Saved", "Look saved to your profile.");
+          Toast.saved();
         } catch (error: any) {
-          Alert.alert("Save failed", error?.message ?? "Unable to save this look.");
+          Toast.error("Save failed", error?.message ?? "Unable to save this look.");
         }
         return;
       }
       if (action === "planForToday") {
         try {
           await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
-          Alert.alert("Planned", "This look is now attached to today.");
+          Toast.success("Planned", "This look is now attached to today.");
         } catch (error: any) {
-          Alert.alert("Plan failed", error?.message ?? "Unable to plan this look for today.");
+          Toast.error("Plan failed", error?.message ?? "Unable to plan this look for today.");
         }
         return;
       }
+      if (action === "likeLook") {
+        await logAuraLookStyleEvent(uid, "outfit_liked", look, { source: "aura" });
+        await saveAuraOutfitFeedback(uid, {
+          feedbackType: "outfit_liked",
+          look,
+          chatId: activeChatId,
+          messageId: sourceMessage.id,
+          option: lookOption,
+          source: "aura",
+        });
+        Alert.alert("Noted", "AURA will keep more of this energy in rotation.");
+        return;
+      }
+      if (action === "notMyVibe") {
+        await logAuraLookStyleEvent(uid, "outfit_disliked", look, { source: "aura" });
+        await saveAuraOutfitFeedback(uid, {
+          feedbackType: "outfit_disliked",
+          look,
+          chatId: activeChatId,
+          messageId: sourceMessage.id,
+          option: lookOption,
+          source: "aura",
+        });
+        void handleAsk(buildAuraLookFeedbackPrompt(action, promptBase));
+        return;
+      }
       if (action === "showMoreLikeThis") {
-        void handleAsk(`Show me 3 more looks like ${promptBase}.`);
+        void logAuraLookStyleEvent(uid, "more_like_this", look, { source: "aura" });
+        void handleAsk(buildAuraLookFeedbackPrompt(action, promptBase));
+        return;
+      }
+      if (action === "lessLikeThis") {
+        await logAuraLookStyleEvent(uid, "less_like_this", look, { source: "aura" });
+        void handleAsk(buildAuraLookFeedbackPrompt(action, promptBase));
         return;
       }
       if (action === "shopMissingPieces") {
@@ -486,7 +1299,10 @@ export default function AIScreen() {
                 { text: "Close", style: "cancel" },
                 {
                   text: "Create shopping brief",
-                  onPress: () => void handleAsk(`Turn ${promptBase} into a concise shopping brief for the missing pieces.`),
+                  onPress: () =>
+                    void handleAsk(
+                      `Turn ${promptBase} into a concise shopping brief. Tell me what is actually missing from my wardrobe, what matters most to buy first, and what can wait.`
+                    ),
                 },
               ]
             : [{ text: "Close", style: "cancel" }]
@@ -494,14 +1310,127 @@ export default function AIScreen() {
         return;
       }
       if (action === "useOnlyMyCloset") {
-        void handleAsk(`Rebuild ${promptBase} using only my closet.`);
+        void handleAsk(`Fix ${promptBase} using only my closet. Keep the same overall intent, but make it feel more resolved with pieces I already own.`);
         return;
       }
       if (action === "makeItDressier") {
-        void handleAsk(`Make ${promptBase} dressier.`);
+        void handleAsk(`Fix ${promptBase} and make it dressier. Keep it polished, tasteful, and still like me.`);
       }
     },
-    [handleAsk, uid]
+    [activeChatId, handleAsk, loading, uid]
+  );
+
+  const updateCandidateStatuses = React.useCallback(
+    (sourceMessage: AIMessage, candidateIds: string[], status: AuraCandidateItem["status"]) => {
+      const ids = new Set(candidateIds);
+      const nextAura = sourceMessage.aura
+        ? {
+            ...sourceMessage.aura,
+            candidateItems: (sourceMessage.aura.candidateItems ?? sourceMessage.aura.candidates)?.map((candidate) =>
+              ids.has(candidate.candidateId) ? { ...candidate, status } : candidate
+            ),
+            candidates: (sourceMessage.aura.candidateItems ?? sourceMessage.aura.candidates)?.map((candidate) =>
+              ids.has(candidate.candidateId) ? { ...candidate, status } : candidate
+            ),
+          }
+        : null;
+      if (!nextAura) return;
+      setMessages((prev) =>
+        prev.map((entry) =>
+          entry.id === sourceMessage.id
+            ? {
+                ...entry,
+                aura: nextAura,
+                text: nextAura.reply,
+              }
+            : entry
+        )
+      );
+    },
+    []
+  );
+
+  const handleAuraCandidateAction = React.useCallback(
+    async (action: AuraCandidateAction, sourceMessage: AIMessage) => {
+      if (!uid) {
+        Alert.alert("AURA", "Please sign in to add items.");
+        return;
+      }
+      const candidates = sourceMessage.aura?.candidates ?? [];
+      const candidateItems = sourceMessage.aura?.candidateItems ?? candidates;
+      const targetCandidates =
+        action.type === "add_all_candidates"
+          ? candidateItems.filter((candidate) => candidate.status === "awaiting_confirmation")
+          : candidateItems.filter((candidate) => candidate.candidateId === action.candidateId);
+      if (!targetCandidates.length) return;
+
+      if (action.type === "cancel_candidate") {
+        updateCandidateStatuses(sourceMessage, targetCandidates.map((candidate) => candidate.candidateId), "cancelled");
+        return;
+      }
+
+      try {
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_CONFIRM]", "candidate confirm started", {
+            uid,
+            action,
+            candidateIds: targetCandidates.map((candidate) => candidate.candidateId),
+            candidateCount: targetCandidates.length,
+          });
+        }
+        const localPhotosByCandidateId = resolveLocalPhotosForAuraCandidates(
+          latestMessagesRef.current,
+          sourceMessage,
+          targetCandidates
+        );
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_CONFIRM]", "candidate local photo resolution", {
+            uid,
+            candidateIds: targetCandidates.map((candidate) => candidate.candidateId),
+            localPhotoCandidateIds: Object.keys(localPhotosByCandidateId).filter(
+              (candidateId) => !!localPhotosByCandidateId[candidateId]?.localUri
+            ),
+          });
+        }
+        const created = await createAuraItemDraftsFromCandidates({
+          uid,
+          candidates: targetCandidates,
+          prompt: sourceMessage.text ?? sourceMessage.aura?.reply ?? "",
+          mode: action.type === "edit_candidate" ? "awaiting_confirmation" : "pending",
+          localPhotosByCandidateId,
+        });
+        if (action.type === "edit_candidate") {
+          const first = created[0];
+          if (first?.itemId) {
+            router.push({
+              pathname: "/(tabs)/add",
+              params: { editId: first.itemId },
+            });
+          }
+          return;
+        }
+        updateCandidateStatuses(sourceMessage, targetCandidates.map((candidate) => candidate.candidateId), "added");
+        const systemMessage = createSystemMessage(
+          created.length === 1
+            ? "Added to your wardrobe. Processing it now."
+            : `Added ${created.length} items to your wardrobe. Processing them now.`
+        );
+        setMessages((prev) => appendUniqueSystemMessage(prev, systemMessage.text ?? ""));
+        if (activeChatId) {
+          await appendMessageToChat(uid, activeChatId, systemMessage);
+        }
+      } catch (error) {
+        console.log("[AURA_CONFIRM_ERROR]", "candidate action failed", {
+          uid,
+          action,
+          errorCode: (error as { code?: unknown })?.code ?? null,
+          errorMessage: error instanceof Error ? error.message : String(error),
+          error,
+        });
+        updateCandidateStatuses(sourceMessage, targetCandidates.map((candidate) => candidate.candidateId), "failed");
+      }
+    },
+    [activeChatId, uid, updateCandidateStatuses]
   );
 
   useEffect(() => {
@@ -523,65 +1452,39 @@ export default function AIScreen() {
   const heroChips = latestReply?.chips?.length ? latestReply.chips : quickChips;
   const orbScale = auraPulse.interpolate({
     inputRange: [0, 1],
-    outputRange: [1, 1.08],
+    outputRange: [1, 1.035],
   });
   const orbGlow = auraPulse.interpolate({
     inputRange: [0, 1],
-    outputRange: [0.16, 0.34],
+    outputRange: [0.08, 0.18],
   });
-  const thinkingScale = auraThinking.interpolate({
+  const activityGlow = auraThinking.interpolate({
     inputRange: [0, 1],
-    outputRange: [1, 1.08],
+    outputRange: [0.02, 0.12],
   });
-  const thinkingGlow = auraThinking.interpolate({
-    inputRange: [0, 1],
-    outputRange: [0, 0.18],
-  });
-  const restingComposerBottom = Math.max(10, layout.composerOffset - 18);
+  const restingComposerBottom = layout.composerOffset;
   const isComposerActive = isComposerFocused || keyboardHeight > 0;
-  const composerBottom = keyboardHeight > 0 ? keyboardHeight + 6 : restingComposerBottom;
+  const keyboardComposerBottom =
+    keyboardHeight > 0
+      ? Math.max(12, keyboardHeight + (Platform.OS === "ios" ? 8 : 4))
+      : 0;
+  const composerBottom = keyboardHeight > 0 ? keyboardComposerBottom : restingComposerBottom;
   const composerContentPadding =
-    composerBottom + composerHeight + Math.max(layout.bottomDockPadding * 0.48, insets.bottom + 34);
-  const starterCardsPadding = composerBottom + composerHeight + 28 + Math.max(0, insets.bottom - 8);
+    composerBottom + composerHeight + Math.max(48, insets.bottom + 28);
+  const showEmptyState = messages.length === 0 && !loading && !isBooting && !message.trim();
+  const showKeyboardWatermark = keyboardHeight > 0 && messages.length < 2;
 
   return (
-    <LinearGradient
-      colors={["#050607", "#0a0f14", "#070b10"]}
-      start={{ x: 0, y: 0 }}
-      end={{ x: 1, y: 1 }}
-      style={{ flex: 1, paddingTop: layout.topContentInset }}
-    >
-      <LinearGradient
-        pointerEvents="none"
-        colors={["rgba(143,216,255,0.12)", "rgba(143,216,255,0.03)", "transparent"]}
-        start={{ x: 0.7, y: 0 }}
-        end={{ x: 0.3, y: 0.6 }}
-        style={{
-          position: "absolute",
-          top: -40,
-          right: -20,
-          width: 280,
-          height: 220,
-          borderRadius: 220,
-        }}
-      />
+    <AuraGlowBackground>
       <LinearGradient
-        pointerEvents="none"
-        colors={["rgba(111,191,255,0.08)", "transparent"]}
-        start={{ x: 0.2, y: 0 }}
-        end={{ x: 0.8, y: 1 }}
-        style={{
-          position: "absolute",
-          bottom: 120,
-          left: -40,
-          width: 240,
-          height: 180,
-          borderRadius: 200,
-        }}
-      />
-      <LinearGradient
-        pointerEvents="none"
-        colors={["rgba(143,216,255,0.08)", "rgba(14,18,24,0.02)", "transparent"]}
+        colors={[auraTheme.backgroundTop, auraTheme.backgroundMid, auraTheme.backgroundBottom]}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 1, y: 1 }}
+        style={{ flex: 1, paddingTop: Math.max(insets.top + 6, layout.topContentInset - 10) }}
+      >
+        <LinearGradient
+          pointerEvents="none"
+          colors={["rgba(243,190,221,0.06)", "rgba(216,200,255,0.02)", "transparent"]}
         start={{ x: 0.5, y: 1 }}
         end={{ x: 0.5, y: 0 }}
         style={{
@@ -589,245 +1492,119 @@ export default function AIScreen() {
           left: 0,
           right: 0,
           bottom: 0,
-          height: 280,
+          height: 180,
         }}
       />
-      <View
+        <AuraHeader
+        colors={colors}
+        recentThreadsCount={recentThreads.length}
+        orbScale={orbScale}
+        orbGlow={orbGlow}
+        activityGlow={activityGlow}
+        streaming={loading}
+        onOpenRecent={() => setChatDrawerOpen(true)}
+        onReset={() => {
+          setMessage("");
+          setMessages([]);
+          setActiveChatId(null);
+          setQuickChips(DEFAULT_CHIPS);
+          if (uid) {
+            void clearLatestChatCache(uid);
+          }
+        }}
+      />
+
+        <View style={{ paddingTop: 2, paddingBottom: 0 }}>
+          <AuraQuickChips
+            variant="pills"
+            chips={heroChips.slice(0, 5)}
+            onPress={(chip) => void handleAsk(chip)}
+          />
+        </View>
+
+        <View
         style={{
           paddingHorizontal: layout.horizontalPadding,
-          paddingBottom: 10,
-          gap: 12,
+          paddingTop: 0,
+          paddingBottom: 0,
+          marginTop: 4,
+          marginBottom: 6,
         }}
       >
           <View
-            style={{
-              flexDirection: "row",
-              alignItems: "center",
-              justifyContent: "space-between",
-              gap: 12,
-              paddingVertical: 2,
-            }}
-          >
+          style={{
+            borderRadius: 20,
+            overflow: "hidden",
+            borderWidth: 1,
+            borderColor: "rgba(243,223,195,0.18)",
+          }}
+        >
             <Pressable
-              onPress={() => {
-                if (!recentThreads.length || !uid) {
-                  Alert.alert("AURA", "No recent chats yet.");
-                  return;
-                }
-                Alert.alert(
-                  "Recent chats",
-                  undefined,
-                  [
-                    ...recentThreads.slice(0, 5).map((thread) => ({
-                      text: thread.title || "AURA chat",
-                      onPress: async () => {
-                        const threadMessages = await loadChatMessages(uid, thread.chatId);
-                        setMessages(threadMessages);
-                        setActiveChatId(thread.chatId);
-                        await saveLatestChatCache(uid, thread.chatId, thread.threadId, threadMessages);
-                      },
-                    })),
-                    { text: "Cancel", style: "cancel" as const },
-                  ]
-                );
-              }}
-              style={({ pressed }) => ({
-                width: 52,
-                height: 52,
-                borderRadius: 999,
-                alignItems: "center",
-                justifyContent: "center",
-                backgroundColor: "rgba(255,255,255,0.06)",
-                borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.06)",
-                shadowColor: "#000",
-                shadowOpacity: 0.16,
-                shadowRadius: 12,
-                shadowOffset: { width: 0, height: 6 },
-                opacity: pressed ? 0.84 : 1,
-              })}
-            >
-              <Ionicons name="reorder-two-outline" size={24} color={colors.text} />
-            </Pressable>
-
-            <View
-              style={{
-                flex: 1,
-                alignItems: "center",
-                justifyContent: "center",
-                height: 48,
-                maxWidth: 236,
-                borderRadius: 999,
-                backgroundColor: "rgba(255,255,255,0.055)",
-                borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.06)",
-                shadowColor: "#000",
-                shadowOpacity: 0.14,
-                shadowRadius: 10,
-                shadowOffset: { width: 0, height: 5 },
-                position: "relative",
-              }}
-            >
-              <View
-                style={{
-                  position: "absolute",
-                  left: 18,
-                  width: 24,
-                  height: 24,
-                  borderRadius: 999,
-                  alignItems: "center",
-                  justifyContent: "center",
-                  overflow: "visible",
-                }}
-              >
-                <Animated.View
+            onPress={() => router.push("/aura/swipe")}
+            style={({ pressed }) => ({
+              paddingHorizontal: 14,
+              paddingVertical: 12,
+              backgroundColor: pressed ? auraTheme.accentTintStrong : "rgba(18,21,28,0.88)",
+            })}
+          >
+              <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+                <View style={{ flex: 1, gap: 2 }}>
+                  <Animated.Text
                   style={{
-                    position: "absolute",
-                    width: 22,
-                    height: 22,
-                    borderRadius: 999,
-                    backgroundColor: "rgba(111,191,255,0.68)",
-                    opacity: orbGlow,
-                    transform: [{ scale: orbScale }],
+                    color: colors.auraChampagne,
+                    fontSize: 10.5,
+                    fontWeight: "800",
+                    letterSpacing: 1.4,
                   }}
-                />
-                <Animated.View
+                >
+                  AURA TRAINING
+                </Animated.Text>
+                  <Animated.Text
                   style={{
-                    position: "absolute",
-                    width: 26,
-                    height: 26,
-                    borderRadius: 999,
-                    backgroundColor: "rgba(143,216,255,0.34)",
-                    opacity: thinkingGlow,
-                    transform: [{ scale: thinkingScale }],
+                    color: colors.text,
+                    fontSize: 15,
+                    fontWeight: "800",
+                    letterSpacing: -0.25,
                   }}
-                />
-                <Animated.View style={{ transform: [{ scale: orbScale }] }}>
-                  <LinearGradient
-                    colors={["rgba(209,241,255,0.98)", "rgba(143,216,255,0.44)"]}
-                    start={{ x: 0.15, y: 0.1 }}
-                    end={{ x: 0.85, y: 0.9 }}
-                    style={{
-                      width: 11,
-                      height: 11,
-                      borderRadius: 999,
-                    }}
-                  />
-                </Animated.View>
-              </View>
-
-              <Text
+                >
+                  Swipe through outfit edits
+                </Animated.Text>
+                </View>
+                <View
                 style={{
-                  color: colors.text,
-                  fontSize: 16.5 * layout.titleScale,
-                  fontWeight: "600",
-                  letterSpacing: -0.25,
-                  fontFamily: Fonts.sans,
-                  textAlign: "center",
+                  borderRadius: 999,
+                  borderWidth: 1,
+                  borderColor: "rgba(184,217,255,0.2)",
+                  backgroundColor: "rgba(255,255,255,0.04)",
+                  paddingHorizontal: 10,
+                  paddingVertical: 6,
                 }}
-                numberOfLines={1}
-                ellipsizeMode="tail"
               >
-                AURA
-              </Text>
-            </View>
-
-            <Pressable
-              onPress={() => {
-                setMessage("");
-                setMessages([]);
-                setActiveChatId(null);
-                setQuickChips(DEFAULT_CHIPS);
-                if (uid) {
-                  void clearLatestChatCache(uid);
-                }
-              }}
-              style={({ pressed }) => ({
-                width: 52,
-                height: 52,
-                borderRadius: 999,
-                alignItems: "center",
-                justifyContent: "center",
-                backgroundColor: "rgba(255,255,255,0.06)",
-                borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.06)",
-                shadowColor: "#000",
-                shadowOpacity: 0.16,
-                shadowRadius: 12,
-                shadowOffset: { width: 0, height: 6 },
-                opacity: pressed ? 0.82 : 1,
-              })}
-            >
-              <Ionicons name="create-outline" size={20} color={colors.text} />
+                  <Animated.Text
+                  style={{
+                    color: colors.text,
+                    fontSize: 11.5,
+                    fontWeight: "800",
+                  }}
+                >
+                  Open
+                </Animated.Text>
+                </View>
+              </View>
             </Pressable>
           </View>
-
-          {messages.length === 0 ? null : (
-            <AuraQuickChips chips={heroChips.slice(0, 4)} onPress={(chip) => void handleAsk(chip)} />
-          )}
-      </View>
-
-      {messages.length === 0 && !loading && !isBooting && !message.trim() ? (
-        <View style={{ flex: 1, justifyContent: "flex-end", paddingBottom: starterCardsPadding }}>
-          <View
-            style={{
-              paddingHorizontal: layout.horizontalPadding,
-              marginBottom: 18,
-              gap: 8,
-            }}
-          >
-            <Text
-              style={{
-                color: "rgba(255,255,255,0.44)",
-                fontSize: 11,
-                fontWeight: "700",
-                letterSpacing: 1,
-                fontFamily: Fonts.sans,
-              }}
-            >
-              AURA
-            </Text>
-            <Text
-              style={{
-                color: colors.text,
-                fontSize: 28,
-                lineHeight: 32,
-                fontWeight: "700",
-                letterSpacing: -0.8,
-                fontFamily: Fonts.sans,
-                maxWidth: 320,
-              }}
-            >
-              Talk through a look, ask a style question, or just start chatting.
-            </Text>
-            <Text
-              style={{
-                color: "rgba(255,255,255,0.56)",
-                fontSize: 14.5,
-                lineHeight: 21,
-                fontFamily: Fonts.sans,
-                maxWidth: 330,
-              }}
-            >
-              AURA can build looks, help you shop smarter, style a piece, or use your closet when it has something to work with.
-            </Text>
-          </View>
-
-          <AuraQuickChips
-            variant="cards"
-            items={STARTER_CARDS}
-            onPress={(chip) => void handleAsk(chip)}
-          />
         </View>
-      ) : (
-        <ChatList
+
+        <View style={{ flex: 1, marginTop: 8, minHeight: 0 }}>
+          <ChatList
           colors={colors}
           messages={messages}
           itemsById={itemsById}
           savingId={null}
           loading={loading}
-          contentBottomPadding={Math.max(96, composerContentPadding)}
-          emptyState={<View style={{ height: 4 }} />}
+          contentBottomPadding={Math.max(layout.bottomDockPadding + 150, composerContentPadding + 96)}
+          autoScrollSignal={focusScrollSignal}
+          emptyState={showEmptyState ? <View style={{ height: 24 }} /> : <View style={{ height: 2 }} />}
           onSaveOutfit={() => {}}
           onMoreLikeThis={(outfit) => {
             if (outfit.reason) void handleAsk(`Refine this direction: ${outfit.reason}`);
@@ -836,10 +1613,30 @@ export default function AIScreen() {
             if (outfit.reason) void handleAsk(`Keep the mood, but swap one piece: ${outfit.reason}`);
           }}
           onAuraAction={handleAuraLookAction}
-        />
-      )}
+          onAuraCandidateAction={handleAuraCandidateAction}
+          />
+          {showKeyboardWatermark ? (
+            <Text
+              pointerEvents="none"
+              style={{
+                position: "absolute",
+                left: 0,
+                right: 0,
+                bottom: composerContentPadding + 20,
+                textAlign: "center",
+                color: colors.text,
+                opacity: 0.06,
+                fontSize: 24,
+                letterSpacing: 8,
+                fontWeight: "900",
+              }}
+            >
+              AURA
+            </Text>
+          ) : null}
+        </View>
 
-      <InputBar
+        <InputBar
         colors={colors}
         value={message}
         loading={loading}
@@ -850,8 +1647,40 @@ export default function AIScreen() {
         onFocusChange={setIsComposerFocused}
         onHeightChange={setComposerHeight}
         onSend={() => void handleAsk()}
-        onPlusPress={() => Alert.alert("AURA", "Image styling is coming soon.")}
-      />
-    </LinearGradient>
+        onPickImages={() => void handlePickImages()}
+        onTakePhoto={() => void handleTakePhoto()}
+        attachments={pendingAttachments}
+        attachmentRole={attachmentRole}
+        onAttachmentRoleChange={(role) => {
+          setAttachmentRole(role);
+          setPendingAttachments((prev) =>
+            prev.map((attachment) =>
+              attachment.type === "image" ? { ...attachment, role } : attachment
+            )
+          );
+        }}
+        onRemoveAttachment={(id) =>
+          setPendingAttachments((prev) => prev.filter((attachment) => attachment.id !== id))
+        }
+        onMicPress={() => void handleMicPress()}
+        recording={recordingAudio}
+        />
+        <AuraChatDrawer
+        visible={chatDrawerOpen}
+        colors={colors}
+        activeChatId={activeChatId}
+        threads={recentThreads}
+        onClose={() => setChatDrawerOpen(false)}
+        onSelectChat={async (thread) => {
+          if (!uid) return;
+          const threadMessages = await loadChatMessages(uid, thread.chatId);
+          setMessages(threadMessages);
+          setActiveChatId(thread.chatId);
+          await saveLatestChatCache(uid, thread.chatId, thread.threadId, threadMessages);
+          setChatDrawerOpen(false);
+        }}
+        />
+      </LinearGradient>
+    </AuraGlowBackground>
   );
 }
diff --git a/src/components/ai/AuraChatDrawer.tsx b/src/components/ai/AuraChatDrawer.tsx
new file mode 100644
index 0000000..aa820dd
--- /dev/null
+++ b/src/components/ai/AuraChatDrawer.tsx
@@ -0,0 +1,365 @@
+import React from "react";
+import {
+  Animated,
+  Easing,
+  Modal,
+  PanResponder,
+  Pressable,
+  ScrollView,
+  StyleSheet,
+  Text,
+  TextInput,
+  View,
+} from "react-native";
+import { BlurView } from "expo-blur";
+import { Ionicons } from "@expo/vector-icons";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
+
+import { Fonts, type AppColors } from "@/constants/theme";
+import type { AIChatThread } from "@/src/lib/aiChats";
+
+import { auraTheme } from "./aiTheme";
+
+type Section = {
+  title: string;
+  items: AIChatThread[];
+};
+
+export default function AuraChatDrawer({
+  visible,
+  colors,
+  activeChatId,
+  threads,
+  onClose,
+  onSelectChat,
+}: {
+  visible: boolean;
+  colors: AppColors;
+  activeChatId: string | null;
+  threads: AIChatThread[];
+  onClose: () => void;
+  onSelectChat: (thread: AIChatThread) => void;
+}) {
+  const insets = useSafeAreaInsets();
+  const [mounted, setMounted] = React.useState(visible);
+  const [query, setQuery] = React.useState("");
+  const drawerWidth = 320;
+  const translateX = React.useRef(new Animated.Value(-drawerWidth)).current;
+
+  const filteredThreads = React.useMemo(() => {
+    const normalized = query.trim().toLowerCase();
+    if (!normalized) return threads;
+    return threads.filter((thread) => {
+      const haystack = `${thread.title} ${thread.lastMessagePreview}`.toLowerCase();
+      return haystack.includes(normalized);
+    });
+  }, [query, threads]);
+
+  const sections = React.useMemo(() => buildSections(filteredThreads), [filteredThreads]);
+
+  const overlayOpacity = translateX.interpolate({
+    inputRange: [-drawerWidth, 0],
+    outputRange: [0, 0.45],
+    extrapolate: "clamp",
+  });
+
+  const closeDrawer = React.useCallback(() => {
+    Animated.timing(translateX, {
+      toValue: -drawerWidth,
+      duration: 260,
+      easing: Easing.out(Easing.cubic),
+      useNativeDriver: true,
+    }).start(({ finished }) => {
+      if (finished) {
+        setMounted(false);
+        onClose();
+      }
+    });
+  }, [drawerWidth, onClose, translateX]);
+
+  React.useEffect(() => {
+    if (visible) {
+      setMounted(true);
+      Animated.timing(translateX, {
+        toValue: 0,
+        duration: 260,
+        easing: Easing.out(Easing.cubic),
+        useNativeDriver: true,
+      }).start();
+      return;
+    }
+    if (mounted) {
+      closeDrawer();
+    }
+  }, [closeDrawer, mounted, translateX, visible]);
+
+  const panResponder = React.useMemo(
+    () =>
+      PanResponder.create({
+        onMoveShouldSetPanResponder: (_, gestureState) =>
+          Math.abs(gestureState.dx) > Math.abs(gestureState.dy) && gestureState.dx < -6,
+        onPanResponderMove: (_, gestureState) => {
+          translateX.setValue(Math.max(-drawerWidth, Math.min(0, gestureState.dx)));
+        },
+        onPanResponderRelease: (_, gestureState) => {
+          if (gestureState.dx < -drawerWidth * 0.18 || gestureState.vx < -0.65) {
+            closeDrawer();
+            return;
+          }
+          Animated.timing(translateX, {
+            toValue: 0,
+            duration: 180,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }).start();
+        },
+        onPanResponderTerminate: () => {
+          Animated.timing(translateX, {
+            toValue: 0,
+            duration: 180,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }).start();
+        },
+      }),
+    [closeDrawer, drawerWidth, translateX],
+  );
+
+  if (!mounted) return null;
+
+  return (
+    <Modal transparent visible={mounted} animationType="none" onRequestClose={closeDrawer}>
+      <View style={styles.root}>
+        <Animated.View style={[styles.overlay, { opacity: overlayOpacity }]}>
+          <Pressable style={StyleSheet.absoluteFill} onPress={closeDrawer} />
+        </Animated.View>
+
+        <Animated.View
+          {...panResponder.panHandlers}
+          style={[
+            styles.drawer,
+            {
+              width: drawerWidth,
+              paddingTop: insets.top + 10,
+              paddingBottom: Math.max(insets.bottom + 16, 24),
+              transform: [{ translateX }],
+            },
+          ]}
+        >
+          <BlurView intensity={60} tint="dark" style={StyleSheet.absoluteFill} />
+          <View style={styles.drawerOverlay} />
+
+          <View style={styles.header}>
+            <Text style={[styles.title, { color: colors.text, letterSpacing: -0.5 }]}>Chats</Text>
+          </View>
+
+          <View style={styles.searchShell}>
+            <Ionicons name="search-outline" size={16} color={colors.textSecondary} />
+            <TextInput
+              value={query}
+              onChangeText={setQuery}
+              placeholder="Search chats"
+              placeholderTextColor={colors.textSecondary}
+              style={[styles.searchInput, { color: colors.text }]}
+              selectionColor={colors.aiAccent}
+              cursorColor={colors.aiAccent}
+            />
+          </View>
+
+          <ScrollView showsVerticalScrollIndicator={false} contentContainerStyle={styles.content}>
+            {sections.map((section) => (
+              <View key={section.title} style={styles.section}>
+                <Text style={styles.sectionTitle}>{section.title}</Text>
+                {section.items.map((thread) => {
+                  const isActive = thread.chatId === activeChatId;
+                  return (
+                    <Pressable
+                      key={thread.chatId}
+                      onPress={() => {
+                        onSelectChat(thread);
+                        closeDrawer();
+                      }}
+                      style={({ pressed }) => [
+                        styles.chatRow,
+                        isActive ? styles.chatRowActive : null,
+                        pressed ? styles.chatRowPressed : null,
+                      ]}
+                    >
+                      <View style={styles.chatBody}>
+                        <Text style={[styles.chatTitle, { color: colors.text }]} numberOfLines={1}>
+                          {thread.title || "AURA chat"}
+                        </Text>
+                        <Text style={styles.chatPreview} numberOfLines={1}>
+                          {thread.lastMessagePreview || "New stylist chat"}
+                        </Text>
+                      </View>
+                      <Text style={styles.chatTime}>{formatTimestamp(thread.updatedAt)}</Text>
+                    </Pressable>
+                  );
+                })}
+              </View>
+            ))}
+            {!sections.length ? (
+              <Text style={styles.emptyText}>No chats yet.</Text>
+            ) : null}
+          </ScrollView>
+        </Animated.View>
+      </View>
+    </Modal>
+  );
+}
+
+function buildSections(threads: AIChatThread[]): Section[] {
+  const today: AIChatThread[] = [];
+  const yesterday: AIChatThread[] = [];
+  const previous: AIChatThread[] = [];
+  const now = new Date();
+  const startOfToday = new Date(now.getFullYear(), now.getMonth(), now.getDate()).getTime();
+  const startOfYesterday = startOfToday - 86400000;
+
+  threads.forEach((thread) => {
+    if (thread.updatedAt >= startOfToday) {
+      today.push(thread);
+      return;
+    }
+    if (thread.updatedAt >= startOfYesterday) {
+      yesterday.push(thread);
+      return;
+    }
+    previous.push(thread);
+  });
+
+  return [
+    { title: "Today", items: today },
+    { title: "Yesterday", items: yesterday },
+    { title: "Previous", items: previous },
+  ].filter((section) => section.items.length);
+}
+
+function formatTimestamp(value: number) {
+  const date = new Date(value);
+  const now = new Date();
+  const sameDay =
+    date.getFullYear() === now.getFullYear() &&
+    date.getMonth() === now.getMonth() &&
+    date.getDate() === now.getDate();
+  if (sameDay) {
+    return date.toLocaleTimeString([], { hour: "numeric", minute: "2-digit" });
+  }
+  return date.toLocaleDateString([], { month: "short", day: "numeric" });
+}
+
+const styles = StyleSheet.create({
+  root: {
+    flex: 1,
+    justifyContent: "flex-start",
+  },
+  overlay: {
+    ...StyleSheet.absoluteFillObject,
+    backgroundColor: "#000",
+  },
+  drawer: {
+    flex: 1,
+    backgroundColor: "rgba(10,16,24,0.92)",
+    borderRightWidth: 1,
+    borderRightColor: "rgba(255,255,255,0.06)",
+  },
+  drawerOverlay: {
+    ...StyleSheet.absoluteFillObject,
+    backgroundColor: "rgba(7,12,19,0.78)",
+  },
+  header: {
+    paddingHorizontal: 18,
+    paddingBottom: 14,
+  },
+  title: {
+    fontFamily: Fonts.sans,
+    fontSize: 27,
+    lineHeight: 30,
+    fontWeight: "700",
+    letterSpacing: -0.8,
+  },
+  searchShell: {
+    marginHorizontal: 18,
+    marginBottom: 18,
+    borderRadius: 16,
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.06)",
+    backgroundColor: "rgba(255,255,255,0.03)",
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 8,
+    paddingHorizontal: 12,
+    paddingVertical: 10,
+  },
+  searchInput: {
+    flex: 1,
+    fontFamily: Fonts.sans,
+    fontSize: 14.5,
+    lineHeight: 18,
+    paddingVertical: 0,
+  },
+  content: {
+    paddingHorizontal: 12,
+    paddingBottom: 24,
+    gap: 16,
+  },
+  section: {
+    gap: 8,
+  },
+  sectionTitle: {
+    paddingHorizontal: 6,
+    color: auraTheme.textFaint,
+    fontFamily: Fonts.sans,
+    fontSize: 11,
+    fontWeight: "700",
+    letterSpacing: 0.8,
+    textTransform: "uppercase",
+  },
+  chatRow: {
+    borderRadius: 16,
+    paddingHorizontal: 12,
+    paddingVertical: 10,
+    flexDirection: "row",
+    alignItems: "flex-start",
+    gap: 10,
+  },
+  chatRowActive: {
+    backgroundColor: "rgba(143,216,255,0.12)",
+  },
+  chatRowPressed: {
+    opacity: 0.82,
+  },
+  chatBody: {
+    flex: 1,
+    gap: 3,
+  },
+  chatTitle: {
+    fontFamily: Fonts.sans,
+    fontSize: 14.5,
+    lineHeight: 18,
+    fontWeight: "600",
+  },
+  chatPreview: {
+    color: auraTheme.textMuted,
+    fontFamily: Fonts.sans,
+    fontSize: 12.5,
+    lineHeight: 16,
+  },
+  chatTime: {
+    minWidth: 52,
+    textAlign: "right",
+    color: auraTheme.textFaint,
+    fontFamily: Fonts.sans,
+    fontSize: 11.5,
+    lineHeight: 16,
+    fontWeight: "600",
+  },
+  emptyText: {
+    paddingHorizontal: 8,
+    color: auraTheme.textMuted,
+    fontFamily: Fonts.sans,
+    fontSize: 13.5,
+    lineHeight: 18,
+  },
+});
diff --git a/src/components/ai/AuraHeader.tsx b/src/components/ai/AuraHeader.tsx
new file mode 100644
index 0000000..75986b0
--- /dev/null
+++ b/src/components/ai/AuraHeader.tsx
@@ -0,0 +1,136 @@
+import { Ionicons } from "@expo/vector-icons";
+import React from "react";
+import { Animated, Pressable, Text, View } from "react-native";
+
+import { Fonts, type AppColors } from "@/constants/theme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+
+import AuraOrb from "./AuraOrb";
+import { auraTheme } from "./aiTheme";
+
+export default function AuraHeader({
+  colors,
+  recentThreadsCount,
+  onOpenRecent,
+  onReset,
+  orbScale,
+  orbGlow,
+  activityGlow,
+  streaming,
+}: {
+  colors: AppColors;
+  recentThreadsCount: number;
+  onOpenRecent: () => void;
+  onReset: () => void;
+  orbScale: Animated.AnimatedInterpolation<number>;
+  orbGlow: Animated.AnimatedInterpolation<number>;
+  activityGlow: Animated.AnimatedInterpolation<number>;
+  streaming: boolean;
+}) {
+  const layout = useResponsiveLayout();
+
+  return (
+    <View
+      style={{
+        paddingHorizontal: layout.horizontalPadding,
+        paddingTop: 0,
+        paddingBottom: 2,
+      }}
+    >
+      <View
+        style={{
+          minHeight: 38,
+          flexDirection: "row",
+          justifyContent: "space-between",
+          alignItems: "center",
+        }}
+      >
+        <HeaderAction
+          colors={colors}
+          icon="time-outline"
+          label={recentThreadsCount ? "Recent" : "History"}
+          onPress={onOpenRecent}
+        />
+        <View
+          style={{
+            position: "absolute",
+            left: 0,
+            right: 0,
+            alignItems: "center",
+            pointerEvents: "none",
+          }}
+        >
+          <View
+            style={{
+              flexDirection: "row",
+              alignItems: "center",
+              gap: 8,
+              paddingHorizontal: 12,
+              paddingVertical: 7,
+              borderRadius: 999,
+              backgroundColor: "rgba(255,255,255,0.02)",
+              borderWidth: 1,
+              borderColor: auraTheme.borderSoft,
+            }}
+          >
+            <AuraOrb scale={orbScale} glow={orbGlow} activityGlow={activityGlow} />
+            <Text
+              style={{
+                color: streaming ? auraTheme.accentStrong : colors.text,
+                fontSize: 13.5 * layout.titleScale,
+                lineHeight: 16 * layout.titleScale,
+                fontWeight: "600",
+                letterSpacing: 2.8,
+                fontFamily: Fonts.sans,
+              }}
+            >
+              AURA
+            </Text>
+          </View>
+        </View>
+        <HeaderAction colors={colors} icon="create-outline" label="New chat" onPress={onReset} />
+      </View>
+    </View>
+  );
+}
+
+function HeaderAction({
+  colors,
+  icon,
+  label,
+  onPress,
+}: {
+  colors: AppColors;
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  onPress: () => void;
+}) {
+  return (
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        flexDirection: "row",
+        alignItems: "center",
+        gap: 6,
+        borderRadius: 999,
+        paddingHorizontal: 9,
+        paddingVertical: 6,
+        backgroundColor: pressed ? "rgba(255,255,255,0.05)" : "rgba(255,255,255,0.015)",
+        borderWidth: 1,
+        borderColor: auraTheme.borderSoft,
+      })}
+    >
+      <Ionicons name={icon} size={13} color={colors.textSecondary} />
+      <Text
+        style={{
+          color: auraTheme.textMuted,
+          fontSize: 11,
+          fontWeight: "600",
+          fontFamily: Fonts.sans,
+        }}
+      >
+        {label}
+      </Text>
+    </Pressable>
+  );
+}
diff --git a/src/components/ai/AuraOrb.tsx b/src/components/ai/AuraOrb.tsx
new file mode 100644
index 0000000..413ef33
--- /dev/null
+++ b/src/components/ai/AuraOrb.tsx
@@ -0,0 +1,85 @@
+import { LinearGradient } from "expo-linear-gradient";
+import React from "react";
+import { Animated, View } from "react-native";
+
+import { auraTheme } from "./aiTheme";
+
+export default function AuraOrb({
+  scale,
+  glow,
+  activityGlow,
+}: {
+  scale: Animated.AnimatedInterpolation<number>;
+  glow: Animated.AnimatedInterpolation<number>;
+  activityGlow: Animated.AnimatedInterpolation<number>;
+}) {
+  return (
+    <View style={{ width: 24, height: 24, alignItems: "center", justifyContent: "center" }}>
+      <Animated.View
+        style={{
+          position: "absolute",
+          width: 22,
+          height: 22,
+          borderRadius: 999,
+          backgroundColor: "rgba(216,200,255,0.2)",
+          opacity: glow,
+          transform: [{ scale }],
+          shadowColor: auraTheme.accent,
+          shadowOpacity: 0.24,
+          shadowRadius: 12,
+          shadowOffset: { width: 0, height: 0 },
+        }}
+      />
+      <Animated.View
+        style={{
+          position: "absolute",
+          width: 18,
+          height: 18,
+          borderRadius: 999,
+          backgroundColor: "rgba(184,217,255,0.12)",
+          opacity: activityGlow,
+          transform: [{ scale }],
+        }}
+      />
+      <Animated.View
+        style={{
+          width: 15,
+          height: 15,
+          borderRadius: 999,
+          overflow: "hidden",
+          borderWidth: 1,
+          borderColor: "rgba(255,245,234,0.14)",
+          transform: [{ scale }],
+        }}
+      >
+        <LinearGradient
+          colors={["rgba(243,223,195,0.98)", "rgba(243,190,221,0.75)", "rgba(184,217,255,0.58)"]}
+          start={{ x: 0.1, y: 0.08 }}
+          end={{ x: 0.88, y: 0.92 }}
+          style={{ flex: 1, borderRadius: 999 }}
+        />
+        <View
+          style={{
+            position: "absolute",
+            inset: 1.4,
+            borderRadius: 999,
+            borderWidth: 1,
+            borderColor: "rgba(5,6,8,0.76)",
+            backgroundColor: "rgba(5,6,8,0.82)",
+          }}
+        />
+        <View
+          style={{
+            position: "absolute",
+            top: 2.4,
+            left: 2.4,
+            width: 3,
+            height: 3,
+            borderRadius: 999,
+            backgroundColor: "rgba(255,255,255,0.68)",
+          }}
+        />
+      </Animated.View>
+    </View>
+  );
+}
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index 143b2fd..bb4896b 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -1,9 +1,11 @@
 import React from "react";
-import { Animated, Pressable, ScrollView, Text, View } from "react-native";
+import { Animated, Pressable, ScrollView, Text } from "react-native";
 
 import { Fonts } from "@/constants/theme";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
+import { auraTheme } from "./aiTheme";
+
 const DEFAULT_CHIPS = [
   "What should I wear today?",
   "Build a fit for tonight",
@@ -23,27 +25,22 @@ export default function AuraQuickChips({
   onPress: (chip: string) => void;
 }) {
   const { colors } = useAppTheme();
-
-  if (variant === "cards" && items?.length) {
-    return (
-      <ScrollView
-        horizontal
-        showsHorizontalScrollIndicator={false}
-        contentContainerStyle={{ gap: 14, paddingHorizontal: 20, paddingRight: 30 }}
-      >
-        {items.map((item) => (
-          <ChipCard key={item.prompt} item={item} onPress={onPress} colors={colors} />
-        ))}
-      </ScrollView>
-    );
-  }
+  const source = variant === "cards" && items?.length ? items : chips;
 
   return (
-    <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
-      {chips.map((chip) => (
-        <Chip key={chip} label={chip} onPress={onPress} colors={colors} />
-      ))}
-    </View>
+    <ScrollView
+      horizontal
+      showsHorizontalScrollIndicator={false}
+      contentContainerStyle={{ gap: 6, paddingHorizontal: 20, paddingRight: 22 }}
+    >
+      {source.map((item, index) =>
+        typeof item === "string" ? (
+          <Chip key={`${item}-${index}`} label={item} onPress={onPress} colors={colors} index={index} />
+        ) : (
+          <ChipCard key={item.prompt} item={item} onPress={onPress} colors={colors} index={index} />
+        )
+      )}
+    </ScrollView>
   );
 }
 
@@ -51,12 +48,33 @@ function ChipCard({
   item,
   onPress,
   colors,
+  index,
 }: {
   item: { title: string; subtitle: string; prompt: string };
   onPress: (chip: string) => void;
   colors: ReturnType<typeof useAppTheme>["colors"];
+  index: number;
 }) {
   const scale = React.useRef(new Animated.Value(1)).current;
+  const opacity = React.useRef(new Animated.Value(0)).current;
+  const translateY = React.useRef(new Animated.Value(6)).current;
+
+  React.useEffect(() => {
+    Animated.parallel([
+      Animated.timing(opacity, {
+        toValue: 1,
+        duration: 180,
+        delay: index * 30,
+        useNativeDriver: true,
+      }),
+      Animated.timing(translateY, {
+        toValue: 0,
+        duration: 180,
+        delay: index * 30,
+        useNativeDriver: true,
+      }),
+    ]).start();
+  }, [index, opacity, translateY]);
 
   function animateTo(value: number) {
     Animated.timing(scale, {
@@ -67,31 +85,35 @@ function ChipCard({
   }
 
   return (
-    <Animated.View style={{ transform: [{ scale }] }}>
+    <Animated.View style={{ opacity, transform: [{ translateY }, { scale }] }}>
       <Pressable
         onPress={() => onPress(item.prompt)}
         onPressIn={() => animateTo(0.98)}
         onPressOut={() => animateTo(1)}
         style={{
-          width: 286,
-          minHeight: 104,
-          borderRadius: 28,
-          backgroundColor: "rgba(255,255,255,0.062)",
+          width: 164,
+          minHeight: 46,
+          borderRadius: 15,
+          backgroundColor: "rgba(255,255,255,0.018)",
           borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.05)",
-          paddingHorizontal: 18,
-          paddingVertical: 16,
-          justifyContent: "flex-end",
-          shadowColor: "#000",
-          shadowOpacity: 0.13,
-          shadowRadius: 16,
-          shadowOffset: { width: 0, height: 10 },
+          borderColor: auraTheme.borderSoft,
+          paddingHorizontal: 10,
+          paddingVertical: 7,
+          justifyContent: "center",
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 17, fontWeight: "700", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.text, fontSize: 12, fontWeight: "700", fontFamily: Fonts.sans }}>
           {item.title}
         </Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 13.5, lineHeight: 18, marginTop: 4, fontFamily: Fonts.sans }}>
+        <Text
+          style={{
+            color: auraTheme.textMuted,
+            fontSize: 10.5,
+            lineHeight: 13,
+            marginTop: 1,
+            fontFamily: Fonts.sans,
+          }}
+        >
           {item.subtitle}
         </Text>
       </Pressable>
@@ -103,12 +125,33 @@ function Chip({
   label,
   onPress,
   colors,
+  index,
 }: {
   label: string;
   onPress: (chip: string) => void;
   colors: ReturnType<typeof useAppTheme>["colors"];
+  index: number;
 }) {
   const scale = React.useRef(new Animated.Value(1)).current;
+  const opacity = React.useRef(new Animated.Value(0)).current;
+  const translateY = React.useRef(new Animated.Value(6)).current;
+
+  React.useEffect(() => {
+    Animated.parallel([
+      Animated.timing(opacity, {
+        toValue: 1,
+        duration: 180,
+        delay: index * 30,
+        useNativeDriver: true,
+      }),
+      Animated.timing(translateY, {
+        toValue: 0,
+        duration: 180,
+        delay: index * 30,
+        useNativeDriver: true,
+      }),
+    ]).start();
+  }, [index, opacity, translateY]);
 
   function animateTo(value: number) {
     Animated.timing(scale, {
@@ -119,22 +162,26 @@ function Chip({
   }
 
   return (
-    <Animated.View style={{ transform: [{ scale }] }}>
+    <Animated.View style={{ opacity, transform: [{ translateY }, { scale }] }}>
       <Pressable
-        key={label}
         onPress={() => onPress(label)}
         onPressIn={() => animateTo(0.97)}
         onPressOut={() => animateTo(1)}
         style={{
-          paddingHorizontal: 13,
-          paddingVertical: 7,
+          maxWidth: 210,
+          paddingHorizontal: 10,
+          paddingVertical: 5,
           borderRadius: 999,
-          backgroundColor: "rgba(255,255,255,0.03)",
+          backgroundColor: "rgba(255,255,255,0.018)",
           borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.04)",
+          borderColor: auraTheme.borderSoft,
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "600", fontFamily: Fonts.sans }}>
+        <Text
+          numberOfLines={1}
+          ellipsizeMode="tail"
+          style={{ color: auraTheme.textMuted, fontSize: 10.5, fontWeight: "600", fontFamily: Fonts.sans }}
+        >
           {label}
         </Text>
       </Pressable>
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index 54cf07b..9c3ddd2 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -1,5 +1,6 @@
+import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Text, View } from "react-native";
+import { Animated, FlatList, Image, NativeScrollEvent, NativeSyntheticEvent, Pressable, Text, View, useWindowDimensions } from "react-native";
 
 import { Fonts } from "@/constants/theme";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
@@ -7,81 +8,319 @@ import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { AuraResponse } from "@/src/types/aura";
+import type { AuraCandidateAction, AuraCandidateItem, AuraLook, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
+
+import { auraShadow, auraTheme } from "./aiTheme";
+
+const DEBUG_AURA_CLIENT =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+const AnimatedFlatList = Animated.createAnimatedComponent(FlatList<AuraLook>);
 
 export default function AuraReplyCard({
   data,
   itemsById,
   onAction,
+  onCandidateAction,
 }: {
   data: AuraResponse;
   itemsById: Map<string, ClothingItem>;
-  onAction?: (action: import("@/src/types/aura").AuraLookAction) => void;
+  onAction?: (action: import("@/src/types/aura").AuraLookAction, look: AuraLook, option?: AuraLookOptionMeta) => void;
+  onCandidateAction?: (action: AuraCandidateAction) => void;
 }) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
+  const { width: windowWidth } = useWindowDimensions();
   const ownedPieces = data.ownedPieces?.filter(Boolean) ?? [];
   const recommendedAdditions = data.recommendedAdditions?.filter(Boolean) ?? [];
+  const levelUpSuggestions = buildLevelUpSuggestions(data);
   const fallbackItems =
-    !ownedPieces.length && !recommendedAdditions.length
-      ? data.outfitItems?.filter(Boolean).slice(0, 5) ?? []
-      : [];
+    !ownedPieces.length && !recommendedAdditions.length ? data.outfitItems?.filter(Boolean).slice(0, 5) ?? [] : [];
+  const candidateItems = data.candidateItems ?? data.candidates ?? [];
+  const lookOptions = data.lookOptions?.filter(Boolean) ?? [];
+  const [selectedLookIndex, setSelectedLookIndex] = React.useState(0);
+  const [feedbackState, setFeedbackState] = React.useState<Record<string, "like" | "dislike" | null>>({});
+  const scrollX = React.useRef(new Animated.Value(0)).current;
+
+  React.useEffect(() => {
+    if (!DEBUG_AURA_CLIENT) return;
+    console.log("[AURA_FRONTEND_PAYLOAD]", "AuraReplyCard payload", {
+      presentation: data.presentation,
+      hasLook: !!data.look,
+      lookOptionsCount: lookOptions.length,
+      candidateItemsCount: candidateItems.length,
+      ownedPiecesCount: ownedPieces.length,
+      outfitItemsCount: data.outfitItems?.length ?? 0,
+      title: data.title,
+    });
+  }, [
+    candidateItems.length,
+    data.look,
+    data.outfitItems?.length,
+    data.presentation,
+    data.title,
+    lookOptions.length,
+    ownedPieces.length,
+  ]);
 
-  if (data.look) {
+  React.useEffect(() => {
+    if (selectedLookIndex >= lookOptions.length && lookOptions.length > 0) {
+      setSelectedLookIndex(0);
+    }
+  }, [lookOptions.length, selectedLookIndex]);
+
+  if (candidateItems.length) {
     return (
-      <View style={{ gap: 12, width: "100%" }}>
-        {(!!data.reply || !!data.title) && (
-          <View style={{ gap: 6, paddingHorizontal: 2 }}>
-            <Text
-              style={{
-                color: "rgba(255,255,255,0.42)",
-                fontSize: 10.5,
-                fontWeight: "700",
-                letterSpacing: 0.95,
-                fontFamily: Fonts.sans,
-              }}
-            >
-              AURA
+      <View style={{ gap: 8, width: "100%" }}>
+        {candidateItems.length > 1 ? (
+          <Pressable
+            onPress={() => onCandidateAction?.({ type: "add_all_candidates" })}
+            style={({ pressed }) => ({
+              alignSelf: "flex-start",
+              borderRadius: 999,
+              paddingHorizontal: 11,
+              paddingVertical: 6,
+              backgroundColor: pressed ? auraTheme.accentTintStrong : auraTheme.accentTint,
+              borderWidth: 1,
+              borderColor: auraTheme.borderAccent,
+            })}
+          >
+            <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800", fontFamily: Fonts.sans }}>
+              Add All
             </Text>
-            {!!data.reply && (
-              <Text
-                style={{
-                  color: colors.text,
-                  fontSize: 15.5,
-                  lineHeight: 22,
-                  fontWeight: "500",
-                  fontFamily: Fonts.sans,
-                  maxWidth: "94%",
-                }}
-              >
-                {sanitizeDisplayText(data.reply)}
-              </Text>
-            )}
+          </Pressable>
+        ) : null}
+
+        {candidateItems.map((candidate) => (
+          <CandidateCard
+            key={candidate.candidateId}
+            candidate={candidate}
+            colors={colors}
+            onAction={onCandidateAction}
+          />
+        ))}
+      </View>
+    );
+  }
+
+  if (data.presentation === "candidate_preview") {
+    return (
+      <View
+        style={{
+          borderRadius: 18,
+          borderWidth: 1,
+          borderColor: auraTheme.dangerBorder,
+          backgroundColor: auraTheme.danger,
+          padding: 14,
+          width: "100%",
+        }}
+      >
+        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+          Candidate preview expected but no candidate items were delivered.
+        </Text>
+      </View>
+    );
+  }
+
+  if (data.look || lookOptions.length) {
+    const looks = lookOptions.length ? lookOptions : data.look ? [data.look] : [];
+    const sidePeek = 10;
+    const railWidth = Math.max(
+      288,
+      Math.min(windowWidth * 0.89, windowWidth - layout.horizontalPadding * 2 - 22),
+    );
+    const railGap = 10;
+    const railStride = railWidth + railGap;
+    const selectedLook = looks[selectedLookIndex] ?? looks[0];
+    const selectedMeta = getLookOptionMeta(selectedLookIndex, selectedLook);
+    const horizontalInset = Math.max(0, (windowWidth - railWidth) / 2 - layout.horizontalPadding - sidePeek);
+    const feedbackKey = String(selectedMeta.optionId ?? `look-option-${selectedLookIndex + 1}`);
+    const selectedFeedback = feedbackState[feedbackKey] ?? null;
+
+    function handleFeedback(next: "like" | "dislike") {
+      setFeedbackState((prev) => ({
+        ...prev,
+        [feedbackKey]: prev[feedbackKey] === next ? null : next,
+      }));
+      if (next === "like") {
+        onAction?.("likeLook", selectedLook, selectedMeta);
+      } else {
+        onAction?.("notMyVibe", selectedLook, selectedMeta);
+      }
+    }
+
+    function handleTryAgain() {
+      onAction?.("showMoreLikeThis", selectedLook, selectedMeta);
+    }
+
+    function handleLookScroll(event: NativeSyntheticEvent<NativeScrollEvent>) {
+      if (!lookOptions.length) return;
+      const nextIndex = Math.round(event.nativeEvent.contentOffset.x / railStride);
+      if (nextIndex !== selectedLookIndex && nextIndex >= 0 && nextIndex < looks.length) {
+        setSelectedLookIndex(nextIndex);
+      }
+    }
+
+    return (
+      <View style={{ gap: 8, width: "100%" }}>
+        {looks.length > 1 ? (
+          <View style={{ gap: 10 }}>
+            {selectedLook ? (
+              <FeedbackRail
+                colors={colors}
+                selected={selectedFeedback}
+                onDislike={() => handleFeedback("dislike")}
+                onTryAgain={handleTryAgain}
+                onLike={() => handleFeedback("like")}
+              />
+            ) : null}
+            <AnimatedFlatList
+              data={looks}
+              keyExtractor={(look, index) => `${look.lookTitle}-${index}`}
+              horizontal
+              showsHorizontalScrollIndicator={false}
+              decelerationRate="fast"
+              snapToAlignment="start"
+              snapToInterval={railStride}
+              disableIntervalMomentum
+              pagingEnabled={false}
+              onMomentumScrollEnd={handleLookScroll}
+              onScroll={Animated.event(
+                [{ nativeEvent: { contentOffset: { x: scrollX } } }],
+                { useNativeDriver: true }
+              )}
+              scrollEventThrottle={16}
+              contentContainerStyle={{ paddingLeft: horizontalInset, paddingRight: horizontalInset }}
+              renderItem={({ item: look, index }) => {
+                const option = getLookOptionMeta(index, look);
+                const inputRange = [
+                  (index - 1) * railStride,
+                  index * railStride,
+                  (index + 1) * railStride,
+                ];
+                const cardScale = scrollX.interpolate({
+                  inputRange,
+                  outputRange: [0.97, 1, 0.97],
+                  extrapolate: "clamp",
+                });
+                const cardOpacity = scrollX.interpolate({
+                  inputRange,
+                  outputRange: [0.8, 1, 0.8],
+                  extrapolate: "clamp",
+                });
+                return (
+                  <Animated.View
+                    style={{
+                      width: railWidth,
+                      paddingRight: index === looks.length - 1 ? 0 : railGap,
+                      gap: 10,
+                      opacity: cardOpacity,
+                      transform: [{ scale: cardScale }],
+                    }}
+                  >
+                    <AuraLookCard
+                      colors={colors}
+                      look={look}
+                      itemsById={itemsById}
+                      onAction={onAction}
+                      option={option}
+                      viewportWidth={railWidth}
+                      hideActions
+                      compact
+                    />
+                  </Animated.View>
+                );
+              }}
+            />
+            <View style={{ flexDirection: "row", gap: 8, alignItems: "center", justifyContent: "center", paddingHorizontal: 2 }}>
+              {looks.map((look, index) => {
+                const active = index === selectedLookIndex;
+                return (
+                  <View
+                    key={`look-dot-${index}`}
+                    style={{
+                      width: active ? 18 : 6,
+                      height: 6,
+                      borderRadius: 999,
+                      backgroundColor: active ? auraTheme.accent : "rgba(255,255,255,0.22)",
+                    }}
+                  />
+                );
+              })}
+            </View>
+            {selectedLook ? (
+              <>
+                <LookActionRow
+                  look={selectedLook}
+                  option={selectedMeta}
+                  onAction={onAction}
+                />
+                <Text style={{ color: auraTheme.textMuted, fontSize: 11, fontFamily: Fonts.sans, marginLeft: 2, textAlign: "center" }}>
+                  Swipe to compare options. Actions apply to {selectedMeta.optionLabel?.toLowerCase() ?? "this look"}.
+                </Text>
+              </>
+            ) : null}
+          </View>
+        ) : (
+          <View style={{ gap: 10 }}>
+            <FeedbackRail
+              colors={colors}
+              selected={feedbackState[String(getLookOptionMeta(0, looks[0]).optionId ?? "look-option-1")] ?? null}
+              onDislike={() => {
+                const option = getLookOptionMeta(0, looks[0]);
+                const key = String(option.optionId ?? "look-option-1");
+                setFeedbackState((prev) => ({
+                  ...prev,
+                  [key]: prev[key] === "dislike" ? null : "dislike",
+                }));
+                onAction?.("notMyVibe", looks[0], option);
+              }}
+              onTryAgain={() => onAction?.("showMoreLikeThis", looks[0], getLookOptionMeta(0, looks[0]))}
+              onLike={() => {
+                const option = getLookOptionMeta(0, looks[0]);
+                const key = String(option.optionId ?? "look-option-1");
+                setFeedbackState((prev) => ({
+                  ...prev,
+                  [key]: prev[key] === "like" ? null : "like",
+                }));
+                onAction?.("likeLook", looks[0], option);
+              }}
+            />
+            <AuraLookCard
+              colors={colors}
+              look={looks[0]}
+              itemsById={itemsById}
+              onAction={onAction}
+              option={getLookOptionMeta(0, looks[0])}
+              viewportWidth={railWidth}
+              hideActions
+              compact
+            />
+            <LookActionRow
+              look={looks[0]}
+              option={getLookOptionMeta(0, looks[0])}
+              onAction={onAction}
+            />
           </View>
         )}
-
-        <AuraLookCard colors={colors} look={data.look} itemsById={itemsById} onAction={onAction} />
+        <LevelThisUpSection suggestions={levelUpSuggestions} colors={colors} />
       </View>
     );
   }
 
   return (
-    <View
-      style={{
-        borderRadius: layout.mediumRadius + 2,
-        borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.055)",
-        backgroundColor: "rgba(255,255,255,0.028)",
-        paddingHorizontal: layout.cardPadding - 2,
-        paddingVertical: layout.screenSize === "compact" ? 12 : 13,
-        gap: 9,
-        maxWidth: 332,
-        shadowColor: "#000",
-        shadowOpacity: 0.14,
-        shadowRadius: 16,
-        shadowOffset: { width: 0, height: 10 },
-      }}
-    >
+      <View
+        style={{
+          borderRadius: layout.mediumRadius + 4,
+          borderWidth: 1,
+          borderColor: auraTheme.borderSoft,
+          backgroundColor: auraTheme.surface,
+          paddingHorizontal: layout.cardPadding - 5,
+          paddingVertical: layout.screenSize === "compact" ? 9 : 10,
+          gap: 7,
+          width: "100%",
+          ...auraShadow(0.08),
+        }}
+      >
       <View
         style={{
           position: "absolute",
@@ -89,14 +328,14 @@ export default function AuraReplyCard({
           left: 16,
           right: 16,
           height: 1,
-          backgroundColor: "rgba(143,216,255,0.18)",
+          backgroundColor: auraTheme.borderAccent,
         }}
       />
 
       <View style={{ gap: 4 }}>
         <Text
           style={{
-            color: "rgba(255,255,255,0.42)",
+            color: auraTheme.textFaint,
             fontSize: 10.5,
             fontWeight: "700",
             letterSpacing: 0.95,
@@ -108,8 +347,8 @@ export default function AuraReplyCard({
         <Text
           style={{
             color: colors.text,
-            fontSize: 18,
-            lineHeight: 22,
+            fontSize: 16,
+            lineHeight: 20,
             fontWeight: "700",
             letterSpacing: -0.35,
             fontFamily: Fonts.sans,
@@ -119,115 +358,624 @@ export default function AuraReplyCard({
         </Text>
       </View>
 
+      {!!ownedPieces.length && !data.look ? (
+        <Group title="FROM YOUR CLOSET" titleColor={auraTheme.accentStrong}>
+          {ownedPieces.slice(0, 5).map((item) => (
+            <Tag key={`owned-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="owned" />
+          ))}
+        </Group>
+      ) : null}
+
+      {!!recommendedAdditions.length && !data.look ? (
+        <Group title="ADD TO COMPLETE IT" titleColor={auraTheme.textMuted}>
+          {recommendedAdditions.slice(0, 5).map((item) => (
+            <Tag key={`add-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="suggested" />
+          ))}
+        </Group>
+      ) : null}
+
+      {!!fallbackItems.length && !data.look ? (
+        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
+          {fallbackItems.map((item) => (
+            <Tag key={`fallback-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="default" />
+          ))}
+        </View>
+      ) : null}
+
+      {!!data.reason ? (
+        <MetaRow label="WHY" value={data.reason} colors={colors} />
+      ) : null}
+
+      {!!data.swapSuggestion && !data.look ? (
+        <MetaRow label="SWAP" value={data.swapSuggestion} colors={colors} emphasis />
+      ) : null}
+
+      <LevelThisUpSection suggestions={levelUpSuggestions} colors={colors} />
+    </View>
+  );
+}
+
+function buildLevelUpSuggestions(data: AuraResponse) {
+  const suggestionsFromItems =
+    data.upgradeSuggestionItems
+      ?.map((item) => ({
+        label: sanitizeDisplayText(item.label),
+        searchQuery: item.searchQuery ?? undefined,
+      }))
+      .filter((item) => item.label) ?? [];
+  const suggestionsFromStrings = (data.upgradeSuggestions ?? [])
+    .map((label) => ({
+      label: sanitizeDisplayText(label),
+    }))
+    .filter((item) => item.label);
+  const missingPieces = (data.missingPieces ?? [])
+    .map((label) => ({
+      label: sanitizeDisplayText(label),
+    }))
+    .filter((item) => item.label);
+
+  return Array.from(
+    new Map(
+      [...missingPieces, ...suggestionsFromItems, ...suggestionsFromStrings].map((item) => [
+        item.label.toLowerCase(),
+        item,
+      ])
+    ).values()
+  ).slice(0, 3);
+}
+
+function LevelThisUpSection({
+  suggestions,
+  colors,
+}: {
+  suggestions: { label: string; searchQuery?: string }[];
+  colors: ReturnType<typeof useAppTheme>["colors"];
+}) {
+  if (!suggestions.length) return null;
+
+  return (
+    <View
+      style={{
+        gap: 8,
+        marginTop: 4,
+        paddingTop: 10,
+        borderTopWidth: 1,
+        borderTopColor: "rgba(255,255,255,0.08)",
+      }}
+    >
       <Text
         style={{
-          color: colors.text,
-          fontSize: 14.5,
-          lineHeight: 21,
-          fontWeight: "500",
+          color: auraTheme.textMuted,
+          fontSize: 11,
+          fontWeight: "800",
+          letterSpacing: 0.4,
           fontFamily: Fonts.sans,
         }}
       >
-        {sanitizeDisplayText(data.reply)}
+        Level this up
       </Text>
-
-      {!!ownedPieces.length && !data.look && (
-        <View style={{ gap: 7 }}>
-          <Text
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
+        {suggestions.map((item) => (
+          <View
+            key={`level-up-${item.label}`}
             style={{
-              color: "rgba(143,216,255,0.84)",
-              fontSize: 10.5,
-              fontWeight: "700",
-              letterSpacing: 0.8,
-              fontFamily: Fonts.sans,
+              borderRadius: 999,
+              paddingHorizontal: 11,
+              paddingVertical: 7,
+              backgroundColor: "rgba(255,255,255,0.035)",
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
             }}
           >
-            FROM YOUR CLOSET
-          </Text>
-          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
-            {ownedPieces.slice(0, 5).map((item) => (
-              <Tag key={`owned-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="owned" />
-            ))}
+            <Text
+              style={{
+                color: colors.text,
+                fontSize: 12.5,
+                fontWeight: "600",
+                fontFamily: Fonts.sans,
+              }}
+            >
+              {item.label}
+            </Text>
           </View>
-        </View>
-      )}
+        ))}
+      </View>
+    </View>
+  );
+}
+
+function getLookOptionMeta(index: number, look?: AuraLook | null): AuraLookOptionMeta {
+  const preferredLabel = sanitizeDisplayText(look?.personalizationLabel) || sanitizeDisplayText(look?.vibe);
+  const normalized = preferredLabel.toLowerCase();
+  const derivedLabel =
+    normalized.includes("safe")
+      ? "Safe"
+      : normalized.includes("balanced")
+        ? "Balanced"
+        : normalized.includes("bold")
+          ? "Bold"
+          : index === 0
+            ? "Safe"
+            : index === 1
+              ? "Balanced"
+              : index === 2
+                ? "Bold"
+                : `Option ${index + 1}`;
+  return {
+    optionIndex: index,
+    optionLabel: derivedLabel,
+    optionId: `look-option-${index + 1}`,
+  };
+}
 
-      {!!recommendedAdditions.length && !data.look && (
-        <View style={{ gap: 7 }}>
-          <Text
+function FeedbackRail({
+  colors,
+  selected,
+  onDislike,
+  onTryAgain,
+  onLike,
+}: {
+  colors: ReturnType<typeof useAppTheme>["colors"];
+  selected: "like" | "dislike" | null;
+  onDislike: () => void;
+  onTryAgain: () => void;
+  onLike: () => void;
+}) {
+  return (
+    <View
+      style={{
+        flexDirection: "row",
+        alignItems: "center",
+        justifyContent: "space-between",
+        gap: 8,
+        paddingHorizontal: 10,
+        paddingVertical: 8,
+        borderRadius: 999,
+        backgroundColor: "rgba(255,255,255,0.04)",
+        borderWidth: 1,
+        borderColor: "rgba(255,255,255,0.08)",
+      }}
+    >
+      <FeedbackChip
+        label="Not it"
+        icon="thumbs-down-outline"
+        active={selected === "dislike"}
+        colors={colors}
+        onPress={onDislike}
+      />
+      <FeedbackChip
+        label="Try again"
+        icon="refresh-outline"
+        active={false}
+        colors={colors}
+        onPress={onTryAgain}
+      />
+      <FeedbackChip
+        label="Like"
+        icon="thumbs-up-outline"
+        active={selected === "like"}
+        colors={colors}
+        onPress={onLike}
+      />
+    </View>
+  );
+}
+
+function FeedbackChip({
+  label,
+  icon,
+  active,
+  colors,
+  onPress,
+}: {
+  label: string;
+  icon: keyof typeof Ionicons.glyphMap;
+  active: boolean;
+  colors: ReturnType<typeof useAppTheme>["colors"];
+  onPress: () => void;
+}) {
+  const scale = React.useRef(new Animated.Value(1)).current;
+
+  function animateTo(value: number) {
+    Animated.timing(scale, {
+      toValue: value,
+      duration: 120,
+      useNativeDriver: true,
+    }).start();
+  }
+
+  return (
+    <Animated.View style={{ flex: 1, transform: [{ scale }] }}>
+      <Pressable
+        onPress={onPress}
+        onPressIn={() => animateTo(0.96)}
+        onPressOut={() => animateTo(1)}
+        style={({ pressed }) => ({
+          flex: 1,
+          minHeight: 34,
+          borderRadius: 999,
+          paddingHorizontal: 10,
+          paddingVertical: 7,
+          flexDirection: "row",
+          alignItems: "center",
+          justifyContent: "center",
+          gap: 6,
+          backgroundColor: active
+            ? label === "Not it"
+              ? "rgba(255,255,255,0.07)"
+              : auraTheme.accentTint
+            : "rgba(255,255,255,0.02)",
+          borderWidth: 1,
+          borderColor: active ? auraTheme.borderAccent : "rgba(255,255,255,0.08)",
+          opacity: pressed ? 0.88 : 1,
+        })}
+      >
+        <Ionicons
+          name={icon}
+          size={14}
+          color={active ? colors.text : auraTheme.textMuted}
+        />
+        <Text
+          style={{
+            color: active ? colors.text : auraTheme.textMuted,
+            fontSize: 11.5,
+            fontWeight: "700",
+            fontFamily: Fonts.sans,
+          }}
+        >
+          {label}
+        </Text>
+      </Pressable>
+    </Animated.View>
+  );
+}
+
+function LookActionRow({
+  look,
+  option,
+  onAction,
+}: {
+  look: AuraLook;
+  option: AuraLookOptionMeta;
+  onAction?: (action: import("@/src/types/aura").AuraLookAction, look: AuraLook, option?: AuraLookOptionMeta) => void;
+}) {
+  if (!onAction) return null;
+
+  return (
+    <View style={{ flexDirection: "row", gap: 10 }}>
+      <ActionButton
+        onPress={() => onAction("saveLook", look, option)}
+        pressedBackground={auraTheme.accentTintStrong}
+        backgroundColor={auraTheme.accentTint}
+        borderColor="rgba(255,255,255,0.12)"
+      >
+        <Text style={{ color: "#F5F8FB", fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
+          Save look
+        </Text>
+      </ActionButton>
+      <ActionButton
+        onPress={() => onAction("planForToday", look, option)}
+        pressedBackground="rgba(255,255,255,0.08)"
+        backgroundColor={auraTheme.surfaceStrong}
+        borderColor={auraTheme.borderSoft}
+      >
+        <Text style={{ color: "#E7EDF5", fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
+          Plan today
+        </Text>
+      </ActionButton>
+    </View>
+  );
+}
+
+function ActionButton({
+  children,
+  onPress,
+  backgroundColor,
+  pressedBackground,
+  borderColor,
+}: {
+  children: React.ReactNode;
+  onPress: () => void;
+  backgroundColor: string;
+  pressedBackground: string;
+  borderColor: string;
+}) {
+  const scale = React.useRef(new Animated.Value(1)).current;
+
+  function animateTo(value: number) {
+    Animated.timing(scale, {
+      toValue: value,
+      duration: 100,
+      useNativeDriver: true,
+    }).start();
+  }
+
+  return (
+    <Animated.View style={{ flex: 1, transform: [{ scale }] }}>
+      <Pressable
+        onPress={onPress}
+        onPressIn={() => animateTo(0.97)}
+        onPressOut={() => animateTo(1)}
+        style={({ pressed }) => ({
+          minHeight: 52,
+          borderRadius: 18,
+          alignItems: "center",
+          justifyContent: "center",
+          borderWidth: 1,
+          borderColor,
+          backgroundColor: pressed ? pressedBackground : backgroundColor,
+          opacity: pressed ? 0.96 : 1,
+        })}
+      >
+        {children}
+      </Pressable>
+    </Animated.View>
+  );
+}
+
+function Group({
+  title,
+  titleColor,
+  children,
+}: {
+  title: string;
+  titleColor: string;
+  children: React.ReactNode;
+}) {
+  return (
+    <View style={{ gap: 6 }}>
+      <Text
+        style={{
+          color: titleColor,
+          fontSize: 10.5,
+          fontWeight: "700",
+          letterSpacing: 0.8,
+          fontFamily: Fonts.sans,
+        }}
+      >
+        {title}
+      </Text>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 6 }}>{children}</View>
+    </View>
+  );
+}
+
+function MetaRow({
+  label,
+  value,
+  colors,
+  emphasis,
+}: {
+  label: string;
+  value: string;
+  colors: ReturnType<typeof useAppTheme>["colors"];
+  emphasis?: boolean;
+}) {
+  return (
+    <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 6 }}>
+      <Text style={{ color: auraTheme.textFaint, fontSize: 10.5, fontWeight: "700", letterSpacing: 0.6 }}>
+        {label}
+      </Text>
+      <Text
+        style={{
+          color: emphasis ? colors.text : colors.textSecondary,
+          fontSize: 12,
+          lineHeight: 17,
+          fontWeight: emphasis ? "500" : "400",
+          flex: 1,
+          fontFamily: Fonts.sans,
+        }}
+      >
+        {sanitizeDisplayText(value)}
+      </Text>
+    </View>
+  );
+}
+
+function CandidateCard({
+  candidate,
+  colors,
+  onAction,
+}: {
+  candidate: AuraCandidateItem;
+  colors: ReturnType<typeof useAppTheme>["colors"];
+  onAction?: (action: AuraCandidateAction) => void;
+}) {
+  const disabled = candidate.status === "added" || candidate.status === "cancelled";
+  const title =
+    sanitizeDisplayText(candidate.title ?? "") ||
+    [candidate.color, candidate.subCategory ?? candidate.category].filter(Boolean).join(" ") ||
+    "Item preview";
+  const fields = [
+    ["Category", candidate.category],
+    ["Subcategory", candidate.subCategory],
+    ["Color", candidate.color],
+    ["Brand", candidate.brand],
+    ["Material", candidate.material],
+    ["Fit", candidate.fit],
+    ["Pattern", candidate.pattern],
+  ].filter((entry): entry is [string, string] => !!entry[1]);
+  const categoryLabel = displayCategory(candidate.category, candidate.subCategory);
+  const needsReview = candidate.status === "needs_review";
+
+  return (
+    <View
+      style={{
+        borderRadius: 18,
+        borderWidth: 1,
+        borderColor: auraTheme.borderSoft,
+        backgroundColor: auraTheme.surface,
+        padding: 12,
+        gap: 10,
+        width: "100%",
+        ...auraShadow(0.07),
+      }}
+    >
+      <View style={{ flexDirection: "row", gap: 10 }}>
+        <Image
+          source={{ uri: candidate.imageUrls[0] }}
             style={{
-              color: "rgba(255,255,255,0.56)",
-              fontSize: 10.5,
-              fontWeight: "700",
-              letterSpacing: 0.8,
-              fontFamily: Fonts.sans,
+              width: 76,
+              height: 94,
+              borderRadius: 12,
+              backgroundColor: auraTheme.surfaceSoft,
             }}
-          >
-            ADD TO COMPLETE IT
-          </Text>
-          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
-            {recommendedAdditions.slice(0, 5).map((item) => (
-              <Tag
-                key={`add-${item}`}
-                label={sanitizeDisplayText(item)}
-                colors={colors}
-                tone="suggested"
-              />
+          resizeMode="cover"
+        />
+        <View style={{ flex: 1, gap: 6, minWidth: 0 }}>
+          <View style={{ gap: 3 }}>
+            <Text
+              style={{
+                color: colors.text,
+                fontSize: 14,
+                lineHeight: 17,
+                fontWeight: "800",
+                fontFamily: Fonts.sans,
+              }}
+              numberOfLines={2}
+            >
+              {title}
+            </Text>
+            <Text
+              style={{
+                color: auraTheme.textMuted,
+                fontSize: 10,
+                fontWeight: "800",
+                letterSpacing: 1.05,
+                fontFamily: Fonts.sans,
+              }}
+            >
+              {candidate.status === "added"
+                ? "ADDED"
+                : candidate.status === "cancelled"
+                  ? "CANCELLED"
+                  : candidate.status === "needs_review"
+                    ? "NEEDS REVIEW"
+                  : candidate.status === "failed"
+                    ? "COULDN'T SAVE THIS ITEM"
+                    : "REVIEW ITEM"}
+            </Text>
+          </View>
+          {needsReview ? (
+            <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "700", lineHeight: 17 }}>
+              I couldn&apos;t fully read this item. Review the details before adding.
+            </Text>
+          ) : null}
+          {candidate.status === "failed" ? (
+            <Text style={{ color: "#ffb6b6", fontSize: 12.5, fontWeight: "700", lineHeight: 17 }}>
+              Could not save this item. Retry, edit, or cancel.
+            </Text>
+          ) : null}
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 5 }}>
+            {fields.slice(0, 6).map(([label, value]) => (
+              <View
+                key={`${candidate.candidateId}-${label}`}
+                style={{
+                  borderRadius: 9,
+                  paddingHorizontal: 6,
+                  paddingVertical: 3,
+                  backgroundColor: auraTheme.surfaceSoft,
+                }}
+              >
+                <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "700" }}>
+                  {label}: <Text style={{ color: colors.text }}>{label === "Category" ? categoryLabel : sanitizeDisplayText(value)}</Text>
+                </Text>
+              </View>
             ))}
           </View>
         </View>
-      )}
+      </View>
 
-      {!!fallbackItems.length && !data.look && (
-        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
-          {fallbackItems.map((item) => (
-            <Tag key={`fallback-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="default" />
-          ))}
-        </View>
-      )}
-
-      {!!data.reason && (
-        <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 6 }}>
-          <Text style={{ color: "rgba(255,255,255,0.42)", fontSize: 10.5, fontWeight: "700", letterSpacing: 0.6 }}>
-            WHY
-          </Text>
-          <Text
-            style={{
-              color: colors.textSecondary,
-              fontSize: 12,
-              lineHeight: 17,
-              flex: 1,
-              fontFamily: Fonts.sans,
-            }}
-          >
-            {sanitizeDisplayText(data.reason)}
-          </Text>
-        </View>
-      )}
-
-      {!!data.swapSuggestion && !data.look && (
-        <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 6 }}>
-          <Text style={{ color: "rgba(255,255,255,0.42)", fontSize: 10.5, fontWeight: "700", letterSpacing: 0.6 }}>
-            SWAP
-          </Text>
-          <Text
-            style={{
-              color: colors.text,
-              fontSize: 12,
-              lineHeight: 17,
-              fontWeight: "500",
-              flex: 1,
-              fontFamily: Fonts.sans,
-            }}
-          >
-            {sanitizeDisplayText(data.swapSuggestion)}
-          </Text>
-        </View>
-      )}
+      <View style={{ flexDirection: "row", gap: 7, flexWrap: "wrap" }}>
+        <CandidateButton
+          label={candidate.status === "failed" ? "Retry" : "Add to Wardrobe"}
+          tone="primary"
+          disabled={disabled}
+          onPress={() => onAction?.({ type: "add_candidate", candidateId: candidate.candidateId })}
+        />
+        <CandidateButton
+          label="Edit"
+          tone="secondary"
+          disabled={disabled}
+          onPress={() => onAction?.({ type: "edit_candidate", candidateId: candidate.candidateId })}
+        />
+        <CandidateButton
+          label="Cancel"
+          tone="ghost"
+          disabled={disabled}
+          onPress={() => onAction?.({ type: "cancel_candidate", candidateId: candidate.candidateId })}
+        />
+      </View>
     </View>
   );
 }
 
+function displayCategory(category?: string | null, subCategory?: string | null) {
+  const raw = String(category ?? "").trim().toLowerCase();
+  const sub = String(subCategory ?? "").trim().toLowerCase();
+  const combined = `${raw} ${sub}`;
+  if (raw === "clothing" || raw === "apparel" || !raw) {
+    if (/\b(shirt|tee|tshirt|t-shirt|polo|blouse|tank|top|hoodie|sweater)\b/.test(combined)) return "Top";
+    if (/\b(jacket|coat|blazer)\b/.test(combined)) return "Outerwear";
+    if (/\b(pant|trouser|jean|short|skirt)\b/.test(combined)) return "Bottom";
+    if (/\b(shoe|sneaker|boot|loafer|heel|sandal)\b/.test(combined)) return "Footwear";
+    if (/\b(dress|jumpsuit|romper)\b/.test(combined)) return "One piece";
+    if (/\b(watch|bag|cap|hat|glasses|necklace|bracelet|ring|belt|scarf|perfume)\b/.test(combined)) return "Accessory";
+  }
+  if (raw === "tops") return "Top";
+  if (raw === "bottoms") return "Bottom";
+  if (raw === "shoes") return "Footwear";
+  return sanitizeDisplayText(category);
+}
+
+function CandidateButton({
+  label,
+  tone,
+  disabled,
+  onPress,
+}: {
+  label: string;
+  tone: "primary" | "secondary" | "ghost";
+  disabled?: boolean;
+  onPress: () => void;
+}) {
+  const backgroundColor =
+    tone === "primary" ? auraTheme.accentTint : tone === "secondary" ? auraTheme.surfaceSoft : "transparent";
+  const borderColor =
+    tone === "primary" ? auraTheme.borderAccent : tone === "secondary" ? auraTheme.border : auraTheme.borderSoft;
+  const scale = React.useRef(new Animated.Value(1)).current;
+
+  function animateTo(value: number) {
+    Animated.timing(scale, {
+      toValue: value,
+      duration: 100,
+      useNativeDriver: true,
+    }).start();
+  }
+
+  return (
+    <Animated.View style={{ transform: [{ scale }] }}>
+      <Pressable
+        disabled={disabled}
+        onPress={onPress}
+        onPressIn={() => animateTo(0.97)}
+        onPressOut={() => animateTo(1)}
+        style={({ pressed }) => ({
+          borderRadius: 999,
+          paddingHorizontal: 10,
+          paddingVertical: 6,
+          backgroundColor: pressed ? "rgba(255,255,255,0.12)" : backgroundColor,
+          borderWidth: 1,
+          borderColor,
+          opacity: disabled ? 0.42 : pressed ? 0.94 : 1,
+        })}
+      >
+        <Text style={{ color: "white", fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>{label}</Text>
+      </Pressable>
+    </Animated.View>
+  );
+}
+
 function Tag({
   label,
   colors,
@@ -238,20 +986,15 @@ function Tag({
   tone: "owned" | "suggested" | "default";
 }) {
   const backgroundColor =
-    tone === "owned"
-      ? "rgba(143,216,255,0.12)"
-      : tone === "suggested"
-        ? "rgba(255,255,255,0.05)"
-        : "rgba(255,255,255,0.04)";
-  const borderColor =
-    tone === "owned" ? "rgba(143,216,255,0.18)" : "rgba(255,255,255,0.04)";
+    tone === "owned" ? auraTheme.accentTint : tone === "suggested" ? auraTheme.surfaceSoft : auraTheme.surfaceSofter;
+  const borderColor = tone === "owned" ? auraTheme.borderAccent : auraTheme.borderSoft;
   const textColor = tone === "owned" ? "#d7f2ff" : colors.text;
 
   return (
     <View
       style={{
-        paddingHorizontal: 10,
-        paddingVertical: 5,
+        paddingHorizontal: 8,
+        paddingVertical: 4,
         borderRadius: 999,
         backgroundColor,
         borderWidth: 1,
@@ -261,7 +1004,7 @@ function Tag({
       <Text
         style={{
           color: textColor,
-          fontSize: 10.5,
+          fontSize: 10,
           fontWeight: "600",
           fontFamily: Fonts.sans,
         }}
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index 9187533..7886916 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -3,10 +3,11 @@ import { Animated, FlatList, NativeScrollEvent, NativeSyntheticEvent, View } fro
 
 import type { AppColors } from "@/constants/theme";
 import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { AuraCandidateAction, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
 
 import ChatMessage from "./ChatMessage";
 import type { AIMessage } from "./chatTypes";
-import type { AuraLookAction } from "@/src/types/aura";
+import { auraTheme } from "./aiTheme";
 
 function TypingBubble({ colors }: { colors: AppColors }) {
   const pulse = useRef(new Animated.Value(0.4)).current;
@@ -14,8 +15,8 @@ function TypingBubble({ colors }: { colors: AppColors }) {
   useEffect(() => {
     const loop = Animated.loop(
       Animated.sequence([
-        Animated.timing(pulse, { toValue: 1, duration: 500, useNativeDriver: true }),
-        Animated.timing(pulse, { toValue: 0.4, duration: 500, useNativeDriver: true }),
+        Animated.timing(pulse, { toValue: 1, duration: 560, useNativeDriver: true }),
+        Animated.timing(pulse, { toValue: 0.45, duration: 560, useNativeDriver: true }),
       ])
     );
     loop.start();
@@ -26,12 +27,12 @@ function TypingBubble({ colors }: { colors: AppColors }) {
     <View style={{ alignItems: "flex-start" }}>
       <View
         style={{
-          borderRadius: 22,
-          paddingHorizontal: 16,
-          paddingVertical: 14,
-          backgroundColor: "rgba(255,255,255,0.034)",
+          borderRadius: 20,
+          paddingHorizontal: 14,
+          paddingVertical: 11,
+          backgroundColor: auraTheme.surface,
           borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.05)",
+          borderColor: auraTheme.borderSoft,
           flexDirection: "row",
           gap: 8,
         }}
@@ -61,11 +62,13 @@ export default function ChatList({
   loading,
   memoryHint,
   contentBottomPadding,
+  autoScrollSignal = 0,
   emptyState,
   onSaveOutfit,
   onMoreLikeThis,
   onSwapOutfit,
   onAuraAction,
+  onAuraCandidateAction,
 }: {
   colors: AppColors;
   messages: AIMessage[];
@@ -74,22 +77,26 @@ export default function ChatList({
   loading: boolean;
   memoryHint?: string | null;
   contentBottomPadding: number;
+  autoScrollSignal?: number;
   emptyState?: React.ReactElement;
   onSaveOutfit: (outfitId: string) => void;
   onMoreLikeThis: (outfit: import("./chatTypes").ChatOutfit) => void;
   onSwapOutfit: (outfit: import("./chatTypes").ChatOutfit) => void;
-  onAuraAction?: (action: AuraLookAction, message: AIMessage) => void;
+  onAuraAction?: (
+    action: AuraLookAction,
+    message: AIMessage,
+    look?: import("@/src/types/aura").AuraLook,
+    lookOption?: AuraLookOptionMeta,
+  ) => void;
+  onAuraCandidateAction?: (action: AuraCandidateAction, message: AIMessage) => void;
 }) {
   const listRef = useRef<FlatList<AIMessage>>(null);
   const previousCountRef = useRef(messages.length);
   const hasStreamingMessage = messages.some((message) => message.streaming);
   const shouldPinToBottomRef = useRef(true);
+  const previousBottomPaddingRef = useRef(contentBottomPadding);
   const lastMessage = messages[messages.length - 1];
-  const showTypingBubble =
-    loading &&
-    !hasStreamingMessage &&
-    !!lastMessage &&
-    lastMessage.type === "user";
+  const showTypingBubble = loading && !hasStreamingMessage && !!lastMessage && lastMessage.type === "user";
 
   function scrollToLatest(animated: boolean) {
     requestAnimationFrame(() => {
@@ -99,8 +106,7 @@ export default function ChatList({
 
   function handleScroll(event: NativeSyntheticEvent<NativeScrollEvent>) {
     const { contentOffset, contentSize, layoutMeasurement } = event.nativeEvent;
-    const distanceFromBottom =
-      contentSize.height - (contentOffset.y + layoutMeasurement.height);
+    const distanceFromBottom = contentSize.height - (contentOffset.y + layoutMeasurement.height);
     shouldPinToBottomRef.current = distanceFromBottom < 72;
   }
 
@@ -115,9 +121,30 @@ export default function ChatList({
     return () => clearTimeout(timer);
   }, [hasStreamingMessage, loading, messages]);
 
+  useEffect(() => {
+    const paddingDelta = Math.abs(contentBottomPadding - previousBottomPaddingRef.current);
+    previousBottomPaddingRef.current = contentBottomPadding;
+    if (!messages.length || paddingDelta < 8) return;
+
+    shouldPinToBottomRef.current = true;
+    const timer = setTimeout(() => scrollToLatest(false), 90);
+    return () => clearTimeout(timer);
+  }, [contentBottomPadding, messages.length]);
+
+  useEffect(() => {
+    if (!messages.length) return;
+    shouldPinToBottomRef.current = true;
+    const timers = [
+      setTimeout(() => scrollToLatest(false), 140),
+      setTimeout(() => scrollToLatest(false), 420),
+    ];
+    return () => timers.forEach(clearTimeout);
+  }, [autoScrollSignal, messages.length]);
+
   return (
     <FlatList
       ref={listRef}
+      style={{ flex: 1 }}
       data={messages}
       keyExtractor={(item) => item.id}
       keyboardShouldPersistTaps="handled"
@@ -129,39 +156,56 @@ export default function ChatList({
           scrollToLatest(false);
         }
       }}
+      onLayout={() => {
+        if (messages.length && (shouldPinToBottomRef.current || hasStreamingMessage)) {
+          scrollToLatest(false);
+        }
+      }}
       contentContainerStyle={{
         flexGrow: 1,
-        justifyContent: "flex-end",
-        paddingTop: 22,
-        paddingHorizontal: 2,
-        paddingBottom: Math.max(20, contentBottomPadding + 8),
-        gap: 18,
+        justifyContent: messages.length ? "flex-start" : "flex-end",
+        paddingTop: 0,
+        paddingHorizontal: 4,
+        paddingBottom: Math.max(12, contentBottomPadding),
+        gap: 12,
       }}
-      contentInset={{ bottom: Math.max(8, contentBottomPadding * 0.35) }}
-      scrollIndicatorInsets={{ bottom: contentBottomPadding + 12 }}
+      contentInset={{ bottom: Math.max(4, contentBottomPadding * 0.18) }}
+      scrollIndicatorInsets={{ bottom: contentBottomPadding + 6 }}
       ListEmptyComponent={emptyState ?? null}
-      renderItem={({ item }) => (
-        <ChatMessage
-          colors={colors}
-          message={item}
-          itemsById={itemsById}
-          savingId={savingId}
-          memoryHint={memoryHint}
-          onSaveOutfit={onSaveOutfit}
-          onMoreLikeThis={onMoreLikeThis}
-          onSwapOutfit={onSwapOutfit}
-          onAuraAction={onAuraAction}
-        />
-      )}
-      ItemSeparatorComponent={() => <View style={{ height: 18 }} />}
+      renderItem={({ item, index }) => {
+        const isLastMessage = index === messages.length - 1;
+        const hasOutfitActions =
+          (item.kind === "aura_card" && !!(item.aura?.look || item.aura?.lookOptions?.length)) ||
+          (item.type === "outfit" && !!item.outfits?.length);
+        const finalOutfitSpacer =
+          isLastMessage && hasOutfitActions ? Math.max(148, contentBottomPadding * 0.5) : 0;
+
+        return (
+          <View style={{ paddingBottom: finalOutfitSpacer }}>
+            <ChatMessage
+              colors={colors}
+              message={item}
+              itemsById={itemsById}
+              savingId={savingId}
+              memoryHint={memoryHint}
+              onSaveOutfit={onSaveOutfit}
+              onMoreLikeThis={onMoreLikeThis}
+              onSwapOutfit={onSwapOutfit}
+              onAuraAction={onAuraAction}
+              onAuraCandidateAction={onAuraCandidateAction}
+            />
+          </View>
+        );
+      }}
+      ItemSeparatorComponent={() => <View style={{ height: 12 }} />}
       ListFooterComponent={
         showTypingBubble ? (
-          <View style={{ marginTop: 18, marginLeft: 10, gap: 12 }}>
+          <View style={{ marginTop: 10, marginLeft: 10, gap: 8 }}>
             <TypingBubble colors={colors} />
-            <View style={{ height: Math.max(28, contentBottomPadding + 6) }} />
+            <View style={{ height: Math.max(96, contentBottomPadding * 0.58) }} />
           </View>
         ) : (
-          <View style={{ height: Math.max(28, contentBottomPadding + 10) }} />
+          <View style={{ height: Math.max(112, contentBottomPadding * 0.5) }} />
         )
       }
       showsVerticalScrollIndicator={false}
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index b505915..faf0f47 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -1,15 +1,46 @@
 import React, { useEffect, useRef } from "react";
-import { Animated, Easing, Text, View } from "react-native";
+import { Animated, Easing, Image, Text, View } from "react-native";
+import * as Haptics from "expo-haptics";
+import Reanimated, {
+  Easing as ReanimatedEasing,
+  useAnimatedStyle,
+  useSharedValue,
+  withTiming,
+} from "react-native-reanimated";
 
 import { Fonts, type AppColors } from "@/constants/theme";
+import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { AuraCandidateAction, AuraLook, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
 
 import AuraReplyCard from "./AuraReplyCard";
 import OutfitMessage from "./OutfitMessage";
 import type { AIMessage } from "./chatTypes";
-import type { AuraLookAction } from "@/src/types/aura";
+import { auraShadow, auraTheme } from "./aiTheme";
+
+function cleanIntroText(value?: string | null) {
+  return sanitizeDisplayText(value)?.replace(/\s+/g, " ").trim() ?? "";
+}
+
+function fallbackStructuredIntro(message: AIMessage) {
+  const candidateItems = message.aura?.candidateItems ?? message.aura?.candidates ?? [];
+  if (candidateItems.length) {
+    return "I found this item. Review it before I add it to your wardrobe.";
+  }
+  if (message.aura?.look || message.aura?.lookOptions?.length) {
+    if ((message.aura?.lookOptions?.length ?? 0) > 1) {
+      return "Got you — I built a few looks from your closet that match that direction.";
+    }
+    return "Got you — I pulled a look together that stays close to that direction.";
+  }
+  if (message.outfits?.length) {
+    return "Got you — I built a few looks from your closet that match that direction.";
+  }
+  return "Got you — here’s what I’d do.";
+}
 
 export default function ChatMessage({
   colors,
@@ -21,6 +52,7 @@ export default function ChatMessage({
   onMoreLikeThis,
   onSwapOutfit,
   onAuraAction,
+  onAuraCandidateAction,
 }: {
   colors: AppColors;
   message: AIMessage;
@@ -30,70 +62,180 @@ export default function ChatMessage({
   onSaveOutfit: (outfitId: string) => void;
   onMoreLikeThis: (outfit: import("./chatTypes").ChatOutfit) => void;
   onSwapOutfit: (outfit: import("./chatTypes").ChatOutfit) => void;
-  onAuraAction?: (action: AuraLookAction, message: AIMessage) => void;
+  onAuraAction?: (action: AuraLookAction, message: AIMessage, look?: AuraLook, lookOption?: AuraLookOptionMeta) => void;
+  onAuraCandidateAction?: (action: AuraCandidateAction, message: AIMessage) => void;
 }) {
   const layout = useResponsiveLayout();
   const fade = useRef(new Animated.Value(0)).current;
-  const rise = useRef(new Animated.Value(12)).current;
+  const rise = useRef(new Animated.Value(8)).current;
+  const scale = useRef(new Animated.Value(0.98)).current;
+  const introFade = useRef(new Animated.Value(0)).current;
+  const cardFade = useRef(new Animated.Value(0)).current;
+  const cardRise = useRef(new Animated.Value(14)).current;
+  const cardScale = useRef(new Animated.Value(0.98)).current;
+  const pulse = useRef(new Animated.Value(0.45)).current;
+  const isStructuredCard = (message.kind === "aura_card" && !!message.aura) || (message.type === "outfit" && !!message.outfits?.length);
+  const structuredIntroText = cleanIntroText(message.assistantIntroText ?? message.text) || fallbackStructuredIntro(message);
+  const isUser = message.kind === "user_text" || message.type === "user";
+  const isAuraText = message.kind === "aura_text";
+  const displayText = isUser ? message.text : sanitizeDisplayText(message.text);
+  const isStreamingPlaceholder = !isUser && !!message.streaming && !displayText;
+  const isUserUrlOnly = isUser && isUrlOnlyMessage(displayText);
+  const formattedUserText = isUserUrlOnly ? formatUrlForDisplay(String(displayText ?? "")) : displayText;
 
   useEffect(() => {
+    if (isStructuredCard) {
+      Animated.sequence([
+        Animated.parallel([
+          Animated.timing(introFade, {
+            toValue: 1,
+            duration: 200,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }),
+          Animated.timing(rise, {
+            toValue: 0,
+            duration: 200,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }),
+          Animated.timing(scale, {
+            toValue: 1,
+            duration: 200,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }),
+        ]),
+        Animated.delay(140),
+        Animated.parallel([
+          Animated.timing(cardFade, {
+            toValue: 1,
+            duration: 240,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }),
+          Animated.timing(cardRise, {
+            toValue: 0,
+            duration: 240,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }),
+          Animated.timing(cardScale, {
+            toValue: 1,
+            duration: 240,
+            easing: Easing.out(Easing.cubic),
+            useNativeDriver: true,
+          }),
+        ]),
+      ]).start();
+      return;
+    }
+
     Animated.parallel([
       Animated.timing(fade, {
         toValue: 1,
-        duration: 260,
+        duration: isUser ? 180 : 210,
         easing: Easing.out(Easing.cubic),
         useNativeDriver: true,
       }),
       Animated.timing(rise, {
         toValue: 0,
-        duration: 260,
+        duration: isUser ? 180 : 210,
+        easing: Easing.out(Easing.cubic),
+        useNativeDriver: true,
+      }),
+      Animated.timing(scale, {
+        toValue: 1,
+        duration: isUser ? 180 : 210,
         easing: Easing.out(Easing.cubic),
         useNativeDriver: true,
       }),
     ]).start();
-  }, [fade, rise]);
+  }, [cardFade, cardRise, cardScale, fade, introFade, isStructuredCard, isUser, rise, scale]);
+
+  useEffect(() => {
+    if (!isStreamingPlaceholder) {
+      pulse.stopAnimation();
+      pulse.setValue(0.45);
+      return;
+    }
+    const loop = Animated.loop(
+      Animated.sequence([
+        Animated.timing(pulse, {
+          toValue: 1,
+          duration: 520,
+          easing: Easing.inOut(Easing.cubic),
+          useNativeDriver: true,
+        }),
+        Animated.timing(pulse, {
+          toValue: 0.45,
+          duration: 520,
+          easing: Easing.inOut(Easing.cubic),
+          useNativeDriver: true,
+        }),
+      ])
+    );
+    loop.start();
+    return () => loop.stop();
+  }, [isStreamingPlaceholder, pulse]);
 
   if (message.type === "outfit" && message.outfits?.length) {
     return (
-      <Animated.View style={{ opacity: fade, transform: [{ translateY: rise }], gap: 14 }}>
-        {message.outfits.map((outfit, index) => (
-          <OutfitMessage
-            key={`${message.id}-${outfit.id}-${index}`}
-            colors={colors}
-            outfit={outfit}
-            itemsById={itemsById}
-            saving={savingId === outfit.id}
-            index={index}
-            memoryHint={memoryHint}
-            onSave={() => onSaveOutfit(outfit.id)}
-            onMoreLikeThis={onMoreLikeThis}
-            onSwap={onSwapOutfit}
-          />
-        ))}
-      </Animated.View>
+      <View style={{ gap: 6 }}>
+        <Animated.View style={{ opacity: introFade, transform: [{ translateY: rise }, { scale }] }}>
+          <StructuredAuraIntro colors={colors} text={structuredIntroText} compact />
+        </Animated.View>
+        <OutfitCardEntry>
+          <Animated.View style={{ opacity: cardFade, transform: [{ translateY: cardRise }, { scale: cardScale }], gap: 10 }}>
+            {message.outfits.map((outfit, index) => (
+              <OutfitMessage
+                key={`${message.id}-${outfit.id}-${index}`}
+                colors={colors}
+                outfit={outfit}
+                itemsById={itemsById}
+                saving={savingId === outfit.id}
+                index={index}
+                memoryHint={memoryHint}
+                onSave={() => onSaveOutfit(outfit.id)}
+                onMoreLikeThis={onMoreLikeThis}
+                onSwap={onSwapOutfit}
+              />
+            ))}
+          </Animated.View>
+        </OutfitCardEntry>
+      </View>
     );
   }
 
   if (message.kind === "aura_card" && message.aura) {
-    const isLookSurface = !!message.aura.look;
+    const isLookSurface = !!message.aura.look || !!message.aura.lookOptions?.length;
     return (
-      <Animated.View
+      <View
         style={{
-          opacity: fade,
-          transform: [{ translateY: rise }],
           alignItems: "stretch",
-          marginLeft: isLookSurface ? 4 : 8,
-          marginRight: isLookSurface ? 4 : 24,
+          marginLeft: 0,
+          marginRight: isLookSurface ? 0 : 8,
+          gap: 6,
         }}
       >
-        <View style={{ maxWidth: isLookSurface ? "100%" : "82%", marginLeft: isLookSurface ? 0 : 8 }}>
-          <AuraReplyCard
-            data={message.aura}
-            itemsById={itemsById}
-            onAction={onAuraAction ? (action) => onAuraAction(action, message) : undefined}
-          />
-        </View>
-      </Animated.View>
+        <Animated.View style={{ opacity: introFade, transform: [{ translateY: rise }, { scale }] }}>
+          <StructuredAuraIntro colors={colors} text={structuredIntroText} compact={isLookSurface} />
+        </Animated.View>
+        <OutfitCardEntry>
+          <Animated.View style={{ opacity: cardFade, transform: [{ translateY: cardRise }, { scale: cardScale }] }}>
+            <View style={{ maxWidth: "100%", marginLeft: 0 }}>
+              <AuraReplyCard
+                data={message.aura}
+                itemsById={itemsById}
+                onAction={onAuraAction ? (action, look, lookOption) => onAuraAction(action, message, look, lookOption) : undefined}
+                onCandidateAction={
+                  onAuraCandidateAction ? (action) => onAuraCandidateAction(action, message) : undefined
+                }
+              />
+            </View>
+          </Animated.View>
+        </OutfitCardEntry>
+      </View>
     );
   }
 
@@ -103,20 +245,28 @@ export default function ChatMessage({
       (displayText ?? "").startsWith("Try this today:") ||
       (displayText ?? "").startsWith("Stylist note:");
     return (
-      <Animated.View style={{ opacity: fade, transform: [{ translateY: rise }], alignItems: isSuggestion ? "stretch" : "center" }}>
+      <Animated.View
+        style={{
+          opacity: fade,
+          transform: [{ translateY: rise }],
+          alignItems: isSuggestion ? "stretch" : "flex-start",
+        }}
+      >
         <View
           style={{
-            borderRadius: isSuggestion ? 18 : 999,
+            borderRadius: isSuggestion ? 20 : 999,
             paddingHorizontal: isSuggestion ? 16 : 14,
             paddingVertical: isSuggestion ? 14 : 8,
-            backgroundColor: isSuggestion ? "rgba(255,255,255,0.045)" : "rgba(255,255,255,0.06)",
+            backgroundColor: isSuggestion ? auraTheme.surface : auraTheme.surfaceSoft,
             borderWidth: isSuggestion ? 1 : 0,
-            borderColor: isSuggestion ? "rgba(255,255,255,0.06)" : "transparent",
+            borderColor: isSuggestion ? auraTheme.borderSoft : "transparent",
+            marginLeft: isSuggestion ? 0 : 10,
+            maxWidth: isSuggestion ? "100%" : "74%",
           }}
         >
           {isSuggestion ? (
             <View style={{ gap: 6 }}>
-              <Text style={{ color: "rgba(255,255,255,0.54)", fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }}>
+              <Text style={{ color: auraTheme.textFaint, fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }}>
                 AURA NOTE
               </Text>
               <Text style={{ color: colors.text, fontSize: 14, lineHeight: 20, fontWeight: "600" }}>
@@ -131,41 +281,123 @@ export default function ChatMessage({
     );
   }
 
-  const isUser = message.kind === "user_text" || message.type === "user";
-  const isAuraText = message.kind === "aura_text";
-  const displayText = isUser ? message.text : sanitizeDisplayText(message.text);
-  const isStreamingPlaceholder = !isUser && !!message.streaming && !displayText;
+  if (isAuraText) {
+    return (
+      <Animated.View
+        style={{
+          opacity: fade,
+          transform: [{ translateY: rise }, { scale }],
+          alignItems: "stretch",
+          marginRight: 10,
+          marginLeft: 0,
+          gap: 4,
+        }}
+      >
+        <View
+          style={{
+            flexDirection: "row",
+            alignItems: "center",
+            gap: 6,
+            marginLeft: 2,
+          }}
+        >
+          <Animated.View
+            style={{
+              width: 7,
+              height: 7,
+              borderRadius: 999,
+              backgroundColor: colors.auraLavender,
+              shadowColor: colors.auraLavender,
+              shadowOpacity: 0.24,
+              shadowRadius: 4,
+              shadowOffset: { width: 0, height: 0 },
+              opacity: isStreamingPlaceholder ? pulse : 1,
+            }}
+          />
+          <Text
+            style={{
+              color: auraTheme.textFaint,
+              fontSize: 10,
+              fontWeight: "700",
+              letterSpacing: 0.75,
+              fontFamily: Fonts.sans,
+            }}
+          >
+            AURA
+          </Text>
+        </View>
+
+        {isStreamingPlaceholder ? (
+          <View style={{ flexDirection: "row", alignItems: "center", gap: 7, marginLeft: 2, minHeight: 24 }}>
+            {[0, 1, 2].map((index) => (
+              <Animated.View
+                key={index}
+                style={{
+                  width: 7,
+                  height: 7,
+                  borderRadius: 999,
+                  backgroundColor: "rgba(255,255,255,0.52)",
+                  opacity:
+                    index === 0
+                      ? pulse
+                      : index === 1
+                        ? pulse.interpolate({ inputRange: [0.45, 1], outputRange: [0.7, 0.45] })
+                        : pulse.interpolate({ inputRange: [0.45, 1], outputRange: [0.45, 0.8] }),
+                }}
+              />
+            ))}
+          </View>
+        ) : displayText ? (
+          <Text
+            style={{
+              color: colors.text,
+              fontSize: 14.5,
+              lineHeight: 21,
+              fontWeight: "500",
+              fontFamily: Fonts.sans,
+              marginLeft: 2,
+              maxWidth: "92%",
+            }}
+          >
+            {displayText}
+          </Text>
+        ) : null}
+      </Animated.View>
+    );
+  }
 
   return (
-    <Animated.View style={{ opacity: fade, transform: [{ translateY: rise }], alignItems: isUser ? "flex-end" : "flex-start" }}>
+    <Animated.View
+      style={{ opacity: fade, transform: [{ translateY: rise }, { scale }], alignItems: isUser ? "flex-end" : "flex-start" }}
+    >
       {!isUser ? (
         <View
           style={{
             flexDirection: "row",
             alignItems: "center",
-            gap: 8,
-            marginBottom: 8,
+            gap: 6,
+            marginBottom: 4,
             marginLeft: 10,
           }}
         >
           <View
             style={{
-              width: 9,
-              height: 9,
+              width: 7,
+              height: 7,
               borderRadius: 999,
-              backgroundColor: colors.aiAccent,
-              shadowColor: colors.aiAccent,
-              shadowOpacity: 0.45,
-              shadowRadius: 8,
+              backgroundColor: auraTheme.accent,
+              shadowColor: auraTheme.accent,
+              shadowOpacity: 0.24,
+              shadowRadius: 4,
               shadowOffset: { width: 0, height: 0 },
             }}
           />
           <Text
             style={{
-              color: "rgba(255,255,255,0.38)",
-              fontSize: 10.5,
+              color: auraTheme.textFaint,
+              fontSize: 10,
               fontWeight: "700",
-              letterSpacing: 0.9,
+              letterSpacing: 0.75,
               fontFamily: Fonts.sans,
             }}
           >
@@ -173,22 +405,20 @@ export default function ChatMessage({
           </Text>
         </View>
       ) : null}
+
       <View
-        style={{
-          maxWidth: isUser ? "76%" : isAuraText ? "74%" : "78%",
-          borderRadius: isUser ? 24 : 22,
-          paddingHorizontal: isUser ? 16 : 15,
-          paddingVertical: isUser ? 12 : 12,
-          backgroundColor: isUser ? colors.aiAccent : "rgba(255,255,255,0.032)",
-          borderWidth: isUser ? 0 : 1,
-          borderColor: isUser ? "transparent" : "rgba(255,255,255,0.05)",
-          marginLeft: isUser ? 52 : layout.screenSize === "compact" ? 8 : 10,
-          marginRight: isUser ? 6 : 30,
-          shadowColor: "#000",
-          shadowOpacity: isUser ? 0.18 : 0.1,
-          shadowRadius: isUser ? 12 : 10,
-          shadowOffset: { width: 0, height: 8 },
-        }}
+          style={{
+            maxWidth: isUserUrlOnly ? "68%" : isUser ? "74%" : isAuraText ? "76%" : "78%",
+            borderRadius: 22,
+            paddingHorizontal: isUser ? 13 : 15,
+            paddingVertical: isUserUrlOnly ? 7 : isUser ? 8 : 10,
+            backgroundColor: isUser ? "rgba(245,232,216,0.12)" : "rgba(17,20,26,0.86)",
+            borderWidth: 1,
+            borderColor: isUser ? "rgba(243,223,195,0.16)" : auraTheme.borderSoft,
+            marginLeft: isUser ? 74 : layout.screenSize === "compact" ? 6 : 8,
+            marginRight: isUser ? 6 : 28,
+            ...auraShadow(isUser ? 0.18 : 0.14),
+          }}
       >
         {isStreamingPlaceholder ? (
           <View style={{ flexDirection: "row", alignItems: "center", gap: 7 }}>
@@ -206,19 +436,152 @@ export default function ChatMessage({
             ))}
           </View>
         ) : (
-          <Text
-            style={{
-              color: isUser ? "#0f1420" : colors.text,
-              fontSize: isAuraText ? 15.5 : 15.5,
-              lineHeight: isAuraText ? 23 : 23,
-              fontWeight: isUser ? "700" : "500",
-              fontFamily: Fonts.sans,
-            }}
-          >
-            {displayText}
-          </Text>
+          <>
+            {message.attachments?.length ? (
+              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8, marginBottom: displayText ? 8 : 0 }}>
+                {message.attachments.map((attachment) => (
+                  <View
+                    key={attachment.id}
+                    style={{
+                      width: 92,
+                      height: 92,
+                      borderRadius: 16,
+                      overflow: "hidden",
+                      backgroundColor: isUser ? "rgba(12,20,30,0.16)" : "rgba(255,255,255,0.06)",
+                    }}
+                  >
+                    {attachment.type === "image" ? (
+                      <Image
+                        source={{ uri: attachment.localUri ?? attachment.uri }}
+                        style={{ width: "100%", height: "100%" }}
+                        resizeMode="cover"
+                      />
+                    ) : (
+                      <View style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
+                        <Text style={{ color: isUser ? colors.text : colors.text, fontWeight: "800" }}>
+                          Voice note
+                        </Text>
+                      </View>
+                    )}
+                  </View>
+                ))}
+              </View>
+            ) : null}
+            {formattedUserText ? (
+              <Text
+                numberOfLines={isUserUrlOnly ? 2 : undefined}
+                ellipsizeMode={isUserUrlOnly ? "tail" : undefined}
+                style={{
+                  color: isUser ? colors.text : colors.text,
+                  fontSize: 14.5,
+                  lineHeight: 21,
+                  fontWeight: isUser ? "700" : "500",
+                  fontFamily: Fonts.sans,
+                }}
+              >
+                {formattedUserText}
+              </Text>
+            ) : null}
+          </>
         )}
       </View>
     </Animated.View>
   );
 }
+
+function OutfitCardEntry({
+  children,
+}: {
+  children: React.ReactNode;
+}) {
+  const reduceMotion = useReduceMotion();
+  const opacity = useSharedValue(reduceMotion ? 1 : 0);
+  const translateY = useSharedValue(reduceMotion ? 0 : 16);
+
+  useEffect(() => {
+    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light).catch(() => undefined);
+    if (reduceMotion) {
+      opacity.value = 1;
+      translateY.value = 0;
+      return;
+    }
+    opacity.value = withTiming(1, {
+      duration: 380,
+      easing: ReanimatedEasing.out(ReanimatedEasing.cubic),
+    });
+    translateY.value = withTiming(0, {
+      duration: 380,
+      easing: ReanimatedEasing.out(ReanimatedEasing.cubic),
+    });
+  }, [opacity, reduceMotion, translateY]);
+
+  const entryStyle = useAnimatedStyle(() => ({
+    opacity: opacity.value,
+    transform: [{ translateY: translateY.value }],
+  }));
+
+  return <Reanimated.View style={entryStyle}>{children}</Reanimated.View>;
+}
+
+function StructuredAuraIntro({
+  colors,
+  text,
+  compact = false,
+}: {
+  colors: AppColors;
+  text: string;
+  compact?: boolean;
+}) {
+  return (
+    <View style={{ alignItems: "flex-start" }}>
+      <View
+        style={{
+          flexDirection: "row",
+          alignItems: "center",
+          gap: 6,
+          marginBottom: 4,
+          marginLeft: compact ? 2 : 10,
+        }}
+      >
+        <View
+          style={{
+            width: 7,
+            height: 7,
+            borderRadius: 999,
+            backgroundColor: colors.auraLavender,
+            shadowColor: colors.auraLavender,
+            shadowOpacity: 0.24,
+            shadowRadius: 4,
+            shadowOffset: { width: 0, height: 0 },
+          }}
+        />
+        <Text
+          style={{
+            color: auraTheme.textFaint,
+            fontSize: 10,
+            fontWeight: "700",
+            letterSpacing: 0.75,
+            fontFamily: Fonts.sans,
+          }}
+        >
+          AURA
+        </Text>
+      </View>
+
+      <Text
+        style={{
+          color: colors.text,
+          fontSize: 14.5,
+          lineHeight: 21,
+          fontWeight: "500",
+          fontFamily: Fonts.sans,
+          marginLeft: compact ? 2 : 8,
+          marginRight: 20,
+          maxWidth: compact ? "96%" : "84%",
+        }}
+      >
+        {text}
+      </Text>
+    </View>
+  );
+}
diff --git a/src/components/ai/InputBar.tsx b/src/components/ai/InputBar.tsx
index a3afada..b2c7da9 100644
--- a/src/components/ai/InputBar.tsx
+++ b/src/components/ai/InputBar.tsx
@@ -4,18 +4,31 @@ import React from "react";
 import {
   Animated,
   Easing,
+  Image,
   NativeSyntheticEvent,
   Platform,
   Pressable,
   StyleSheet,
+  Text,
   TextInput,
   TextInputContentSizeChangeEventData,
   View,
 } from "react-native";
 
 import { Fonts, type AppColors } from "@/constants/theme";
+import { getAttachmentGroupingLabel } from "@/src/lib/auraIntent";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
+import type { ChatAttachment, ChatAttachmentGroupRole } from "./chatTypes";
+import { auraTheme } from "./aiTheme";
+
+const BASE_COMPOSER_HEIGHT = 44;
+const BASE_INPUT_HEIGHT = 26;
+const MAX_INPUT_LINES = 4;
+const INPUT_LINE_HEIGHT = 20;
+const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES;
+const AnimatedTextInput = Animated.createAnimatedComponent(TextInput);
+
 export default function InputBar({
   colors,
   value,
@@ -27,7 +40,14 @@ export default function InputBar({
   onFocusChange,
   onHeightChange,
   onSend,
-  onPlusPress,
+  onPickImages,
+  onTakePhoto,
+  onRemoveAttachment,
+  attachmentRole,
+  onAttachmentRoleChange,
+  onMicPress,
+  recording,
+  attachments = [],
 }: {
   colors: AppColors;
   value: string;
@@ -39,25 +59,31 @@ export default function InputBar({
   onFocusChange: (focused: boolean) => void;
   onHeightChange?: (height: number) => void;
   onSend: () => void;
-  onPlusPress: () => void;
+  onPickImages: () => void;
+  onTakePhoto: () => void;
+  onRemoveAttachment: (id: string) => void;
+  attachmentRole: ChatAttachmentGroupRole;
+  onAttachmentRoleChange: (role: ChatAttachmentGroupRole) => void;
+  onMicPress: () => void;
+  recording?: boolean;
+  attachments?: ChatAttachment[];
 }) {
   const layout = useResponsiveLayout();
-  const canSend = value.trim().length > 0 && !loading;
+  const canSend = (value.trim().length > 0 || attachments.length > 0) && !loading;
+  const [menuOpen, setMenuOpen] = React.useState(false);
+  const [inputHeight, setInputHeight] = React.useState(BASE_INPUT_HEIGHT);
   const focusAnim = React.useRef(new Animated.Value(active ? 1 : 0)).current;
   const bottomAnim = React.useRef(new Animated.Value(bottom)).current;
-  const heightAnim = React.useRef(new Animated.Value(20)).current;
-  const [contentHeight, setContentHeight] = React.useState(20);
-  const minComposerHeight = layout.screenSize === "compact" ? 56 : 58;
-  const maxComposerHeight = layout.screenSize === "compact" ? 132 : 140;
-  const maxTextHeight = layout.screenSize === "compact" ? 82 : 92;
-  const clampedContentHeight = Math.max(20, Math.min(contentHeight, maxTextHeight));
-  const shouldScrollInput = contentHeight > maxTextHeight;
+  const menuAnim = React.useRef(new Animated.Value(0)).current;
+  const inputHeightAnim = React.useRef(new Animated.Value(BASE_INPUT_HEIGHT)).current;
+  const sendVisibilityAnim = React.useRef(new Animated.Value(canSend ? 1 : 0)).current;
+  const sendMotionAnim = React.useRef(new Animated.Value(0)).current;
 
   React.useEffect(() => {
     Animated.timing(focusAnim, {
       toValue: active ? 1 : 0,
-      duration: 260,
-      easing: Easing.bezier(0.22, 1, 0.36, 1),
+      duration: 160,
+      easing: Easing.out(Easing.cubic),
       useNativeDriver: false,
     }).start();
   }, [active, focusAnim]);
@@ -65,25 +91,51 @@ export default function InputBar({
   React.useEffect(() => {
     Animated.timing(bottomAnim, {
       toValue: bottom,
-      duration: Platform.OS === "ios" ? 260 : 180,
+      duration: Platform.OS === "ios" ? 220 : 160,
       easing: Easing.bezier(0.22, 1, 0.36, 1),
       useNativeDriver: false,
     }).start();
   }, [bottom, bottomAnim]);
 
   React.useEffect(() => {
-    Animated.timing(heightAnim, {
-      toValue: clampedContentHeight,
+    Animated.timing(menuAnim, {
+      toValue: menuOpen ? 1 : 0,
       duration: 180,
+      easing: Easing.bezier(0.22, 1, 0.36, 1),
+      useNativeDriver: false,
+    }).start();
+  }, [menuAnim, menuOpen]);
+
+  React.useEffect(() => {
+    Animated.timing(inputHeightAnim, {
+      toValue: inputHeight,
+      duration: 160,
       easing: Easing.out(Easing.cubic),
       useNativeDriver: false,
     }).start();
-  }, [clampedContentHeight, heightAnim]);
+  }, [inputHeight, inputHeightAnim]);
 
-  const estimatedComposerHeight = Math.max(
-    minComposerHeight,
-    Math.min(maxComposerHeight, clampedContentHeight + 18)
-  );
+  React.useEffect(() => {
+    Animated.parallel([
+      Animated.timing(sendVisibilityAnim, {
+        toValue: canSend ? 1 : 0,
+        duration: 140,
+        easing: Easing.out(Easing.cubic),
+        useNativeDriver: true,
+      }),
+    ]).start();
+  }, [canSend, sendVisibilityAnim]);
+
+  const attachmentRailHeight = attachments.length > 0 ? 58 : 0;
+  const menuHeight = menuOpen ? 70 : 0;
+  const rowHeightDelta = Math.max(0, inputHeight - BASE_INPUT_HEIGHT);
+  const estimatedComposerHeight = BASE_COMPOSER_HEIGHT + attachmentRailHeight + menuHeight + rowHeightDelta;
+
+  React.useEffect(() => {
+    if (!value) {
+      setInputHeight((current) => (current === BASE_INPUT_HEIGHT ? current : BASE_INPUT_HEIGHT));
+    }
+  }, [value]);
 
   React.useEffect(() => {
     onHeightChange?.(estimatedComposerHeight);
@@ -93,25 +145,31 @@ export default function InputBar({
     bottom: bottomAnim,
     borderRadius: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [layout.largeRadius + 6, layout.largeRadius + 1],
+      outputRange: [22, 20],
     }),
     borderColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.07)", "rgba(143,216,255,0.18)"],
+      outputRange: ["rgba(255,245,234,0.08)", "rgba(122,182,255,0.26)"],
     }),
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(20,24,30,0.82)", "rgba(17,21,28,0.9)"],
+      outputRange: ["rgba(14,17,24,0.9)", "rgba(18,21,28,0.96)"],
     }),
     shadowOpacity: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [0.24, 0.18],
+      outputRange: [0.14, 0.22],
     }),
     shadowRadius: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [22, 14],
+      outputRange: [12, 18],
     }),
     transform: [
+      {
+        scale: focusAnim.interpolate({
+          inputRange: [0, 1],
+          outputRange: [1, 1.015],
+        }),
+      },
       {
         translateY: focusAnim.interpolate({
           inputRange: [0, 1],
@@ -121,151 +179,204 @@ export default function InputBar({
     ],
   } as const;
 
-  const chromeStyle = {
-    paddingHorizontal: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [8, 7],
-    }),
-    paddingTop: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [4, 3],
-    }),
-    paddingBottom: focusAnim.interpolate({
+  const menuTrayStyle = {
+    maxHeight: menuAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [4, 3],
-    }),
-  } as const;
-
-  const plusWrapStyle = {
-    width: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [30, 29],
-    }),
-    height: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [30, 29],
-    }),
-    opacity: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [1, 0.96],
-    }),
-    marginRight: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [0, 1],
-    }),
-  } as const;
-
-  const inputLaneStyle = {
-    minHeight: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [36, 35],
-    }),
-    borderRadius: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [layout.pillRadius, layout.pillRadius - 2],
-    }),
-    paddingHorizontal: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [12, 11],
-    }),
-    paddingTop: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [7, 6],
-    }),
-    paddingBottom: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [7, 6],
-    }),
-    backgroundColor: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.028)", "rgba(255,255,255,0.018)"],
+      outputRange: [0, 78],
     }),
+    opacity: menuAnim,
+    transform: [
+      {
+        translateY: menuAnim.interpolate({
+          inputRange: [0, 1],
+          outputRange: [6, 0],
+        }),
+      },
+    ],
   } as const;
 
-  const sendWrapStyle = {
-    width: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [31, 30],
-    }),
-    height: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [31, 30],
-    }),
-    marginLeft: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [0, 1],
-    }),
-    marginBottom: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [0, 1],
-    }),
-  } as const;
+  const sendOpacity = sendVisibilityAnim;
+const sendScale = sendVisibilityAnim.interpolate({
+  inputRange: [0, 1],
+  outputRange: [0.85, 1],
+});
+  const micOpacity = sendVisibilityAnim.interpolate({
+    inputRange: [0, 1],
+    outputRange: [1, 0],
+  });
+  const micScale = sendVisibilityAnim.interpolate({
+    inputRange: [0, 1],
+    outputRange: [1, 0.92],
+  });
 
   function handleContentSizeChange(
-    event: NativeSyntheticEvent<TextInputContentSizeChangeEventData>
+    event: NativeSyntheticEvent<TextInputContentSizeChangeEventData>,
   ) {
-    const nextHeight = event.nativeEvent.contentSize.height;
-    if (Math.abs(nextHeight - contentHeight) > 1) {
-      setContentHeight(nextHeight);
+    const nextHeight = Math.max(
+      BASE_INPUT_HEIGHT,
+      Math.min(MAX_INPUT_HEIGHT, Math.ceil(event.nativeEvent.contentSize.height)),
+    );
+    if (Math.abs(nextHeight - inputHeight) > 1) {
+      setInputHeight(nextHeight);
+    }
+  }
+
+  function handleComposerPress() {
+    setMenuOpen(false);
+  }
+
+  function handleTextChange(next: string) {
+    onChangeText(next);
+    if (!next) {
+      setInputHeight(BASE_INPUT_HEIGHT);
     }
   }
 
+  function handleSendPress() {
+    if (!canSend || loading) return;
+    Animated.sequence([
+      Animated.timing(sendMotionAnim, {
+        toValue: -6,
+        duration: 90,
+        easing: Easing.out(Easing.cubic),
+        useNativeDriver: true,
+      }),
+      Animated.timing(sendMotionAnim, {
+        toValue: 0,
+        duration: 120,
+        easing: Easing.inOut(Easing.cubic),
+        useNativeDriver: true,
+      }),
+    ]).start();
+    setInputHeight(BASE_INPUT_HEIGHT);
+    onSend();
+  }
+
   return (
     <Animated.View
       pointerEvents="box-none"
       style={[
+        styles.shell,
         {
-          position: "absolute",
           left: layout.horizontalPadding,
           right: layout.horizontalPadding,
-          overflow: "hidden",
-          borderWidth: 1,
-          shadowColor: "#000",
-          shadowOffset: { width: 0, height: 10 },
-          elevation: 18,
         },
         shellStyle,
       ]}
     >
-      <BlurView intensity={52} tint="dark" style={StyleSheet.absoluteFill} />
-      <Animated.View style={chromeStyle}>
-        <View style={{ flexDirection: "row", alignItems: "center", gap: 6 }}>
-          <Animated.View style={plusWrapStyle}>
+      <BlurView intensity={54} tint="dark" style={StyleSheet.absoluteFill} />
+      <Animated.View
+        pointerEvents="none"
+        style={[
+          StyleSheet.absoluteFill,
+          {
+            borderRadius: 22,
+            borderWidth: 1,
+            borderColor: "rgba(122,182,255,0.36)",
+            opacity: focusAnim.interpolate({
+              inputRange: [0, 1],
+              outputRange: [0, 1],
+            }),
+          },
+        ]}
+      />
+      <Pressable onPress={handleComposerPress} style={styles.chrome}>
+        {attachments.length ? (
+          <View style={styles.attachmentRail}>
+            <View style={styles.attachmentHeader}>
+              <Text style={styles.attachmentLabel}>ATTACHMENTS</Text>
+              {(["same_item", "separate_items", "reference"] as const).map((role) => (
+                <Pressable
+                  key={role}
+                  onPress={() => onAttachmentRoleChange(role)}
+                  style={[
+                    styles.attachmentRoleChip,
+                    attachmentRole === role ? styles.attachmentRoleChipActive : null,
+                  ]}
+                >
+                  <Text
+                    style={[
+                      styles.attachmentRoleText,
+                      attachmentRole === role ? styles.attachmentRoleTextActive : null,
+                    ]}
+                  >
+                    {getAttachmentGroupingLabel(role)}
+                  </Text>
+                </Pressable>
+              ))}
+            </View>
+            <View style={styles.attachmentItems}>
+              {attachments.map((attachment) => (
+                <View key={attachment.id} style={styles.attachmentThumb}>
+                  {attachment.type === "image" ? (
+                    <Image source={{ uri: attachment.localUri ?? attachment.uri }} style={StyleSheet.absoluteFill} />
+                  ) : (
+                    <View style={styles.attachmentFallback}>
+                      <Ionicons name="mic" size={16} color={colors.text} />
+                    </View>
+                  )}
+                  <Pressable onPress={() => onRemoveAttachment(attachment.id)} style={styles.removeAttachmentButton}>
+                    <Ionicons name="close" size={12} color="#fff" />
+                  </Pressable>
+                </View>
+              ))}
+            </View>
+          </View>
+        ) : null}
+
+        <Animated.View pointerEvents={menuOpen ? "auto" : "none"} style={[styles.menuTray, menuTrayStyle]}>
+          <AttachmentOption
+            label="Photo Library"
+            icon="images-outline"
+            onPress={() => {
+              setMenuOpen(false);
+              onPickImages();
+            }}
+            colors={colors}
+          />
+          <AttachmentOption
+            label="Camera"
+            icon="camera-outline"
+            onPress={() => {
+              setMenuOpen(false);
+              onTakePhoto();
+            }}
+            colors={colors}
+          />
+        </Animated.View>
+
+        <Animated.View style={[styles.row, { minHeight: BASE_COMPOSER_HEIGHT - 8 }]}>
+          <View style={styles.iconLane}>
             <Pressable
-              onPress={onPlusPress}
-              hitSlop={6}
-              style={{
-                flex: 1,
-                borderRadius: layout.pillRadius,
-                backgroundColor: "rgba(255,255,255,0.03)",
-                alignItems: "center",
-                justifyContent: "center",
-              }}
+              onPress={() => setMenuOpen((prev) => !prev)}
+              style={({ pressed }) => [
+                styles.sideButton,
+                menuOpen ? styles.sideButtonActive : null,
+                pressed ? styles.sideButtonPressed : null,
+              ]}
             >
-              <Ionicons name="add" size={17} color={colors.text} />
+              <Ionicons name={menuOpen ? "close" : "add"} size={16} color={colors.text} />
             </Pressable>
-          </Animated.View>
+          </View>
 
-          <Animated.View
-            style={[
-              {
-                flex: 1,
-                justifyContent: "center",
-              },
-              inputLaneStyle,
-            ]}
-          >
-            <TextInput
+          <Animated.View style={[styles.inputSlot, { minHeight: inputHeightAnim }]}>
+            {!value ? (
+              <View pointerEvents="none" style={styles.placeholderLayer}>
+                <Text numberOfLines={1} style={[styles.placeholderText, { color: colors.textSecondary }]}>
+                  {placeholder}
+                </Text>
+              </View>
+            ) : null}
+            <AnimatedTextInput
               value={value}
-              onChangeText={onChangeText}
+              onChangeText={handleTextChange}
               onFocus={() => onFocusChange(true)}
               onBlur={() => onFocusChange(false)}
-              onContentSizeChange={handleContentSizeChange}
               onSubmitEditing={() => {
-                if (canSend) onSend();
+                if (canSend) handleSendPress();
               }}
-              placeholder={placeholder}
-              placeholderTextColor={colors.textSecondary}
+              onContentSizeChange={handleContentSizeChange}
+              placeholder=""
               multiline
               blurOnSubmit={false}
               autoCapitalize="sentences"
@@ -273,50 +384,255 @@ export default function InputBar({
               spellCheck
               returnKeyType="send"
               keyboardAppearance="dark"
-              scrollEnabled={shouldScrollInput}
+              scrollEnabled={inputHeight >= MAX_INPUT_HEIGHT}
               selectionColor={colors.aiAccent}
               cursorColor={colors.aiAccent}
               maxLength={600}
-              style={{
-                color: colors.text,
-                fontFamily: Fonts.sans,
-                fontSize: 15,
-                lineHeight: 19,
-                minHeight: 20,
-                maxHeight: maxTextHeight,
-                height: clampedContentHeight,
-                paddingTop: 0,
-                paddingBottom: 0,
-                paddingVertical: 0,
-                includeFontPadding: false,
-                textAlignVertical: clampedContentHeight > 24 ? "top" : "center",
-              }}
+              style={[
+                styles.input,
+                {
+                  color: colors.text,
+                  height: inputHeight,
+                },
+              ]}
             />
           </Animated.View>
 
-          <Animated.View style={sendWrapStyle}>
+          <View style={styles.iconLane}>
             <Pressable
-              onPress={onSend}
-              disabled={!canSend}
-              hitSlop={6}
-              style={{
-                flex: 1,
-                borderRadius: layout.pillRadius,
-                backgroundColor: canSend ? colors.aiAccent : "rgba(255,255,255,0.07)",
-                alignItems: "center",
-                justifyContent: "center",
-                opacity: canSend ? 1 : 0.65,
-                shadowColor: canSend ? colors.aiAccent : "#000",
-                shadowOpacity: canSend ? 0.22 : 0,
-                shadowRadius: 8,
-                shadowOffset: { width: 0, height: 3 },
-              }}
+              onPress={canSend ? handleSendPress : onMicPress}
+              disabled={loading}
+              style={({ pressed }) => [
+                styles.sideButton,
+                styles.trailingButton,
+                canSend ? styles.trailingButtonSend : null,
+                recording && !canSend ? styles.trailingButtonRecording : null,
+                pressed ? styles.sideButtonPressed : null,
+                loading ? styles.sideButtonDisabled : null,
+              ]}
             >
-              <Ionicons name="arrow-up" size={15} color={canSend ? "#081019" : colors.textSecondary} />
+              <Animated.View
+                style={{
+                  position: "absolute",
+                  opacity: micOpacity,
+                  transform: [{ scale: micScale }],
+                }}
+              >
+                <Ionicons
+                  name={recording && !canSend ? "stop" : "mic-outline"}
+                  size={17}
+                  color={recording && !canSend ? "#ff8f8f" : colors.text}
+                />
+              </Animated.View>
+              <Animated.View
+                style={{
+                  opacity: sendOpacity,
+                  transform: [{ scale: sendScale }, { translateY: sendMotionAnim }],
+                }}
+              >
+                <Ionicons name="arrow-up" size={16} color="#EAF6FF" />
+              </Animated.View>
             </Pressable>
-          </Animated.View>
-        </View>
-      </Animated.View>
+          </View>
+        </Animated.View>
+      </Pressable>
     </Animated.View>
   );
 }
+
+function AttachmentOption({
+  label,
+  icon,
+  onPress,
+  colors,
+}: {
+  label: string;
+  icon: keyof typeof Ionicons.glyphMap;
+  onPress: () => void;
+  colors: AppColors;
+}) {
+  return (
+    <Pressable onPress={onPress} style={({ pressed }) => [styles.attachmentOption, pressed ? styles.sideButtonPressed : null]}>
+      <Ionicons name={icon} size={16} color={colors.text} />
+      <Text style={styles.attachmentOptionText}>{label}</Text>
+    </Pressable>
+  );
+}
+
+const styles = StyleSheet.create({
+  shell: {
+    position: "absolute",
+    overflow: "hidden",
+    borderWidth: 1,
+    zIndex: 30,
+    shadowColor: "#000",
+    shadowOffset: { width: 0, height: 8 },
+    elevation: 16,
+  },
+  chrome: {
+    paddingHorizontal: 10,
+    paddingTop: 3,
+    paddingBottom: 3,
+  },
+  attachmentRail: {
+    gap: 4,
+    paddingHorizontal: 1,
+    paddingBottom: 3,
+  },
+  attachmentHeader: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 8,
+    flexWrap: "wrap",
+  },
+  attachmentLabel: {
+    color: auraTheme.textFaint,
+    fontSize: 9.5,
+    fontWeight: "800",
+    letterSpacing: 0.7,
+  },
+  attachmentRoleChip: {
+    borderRadius: 999,
+    paddingHorizontal: 8,
+    paddingVertical: 3,
+  },
+  attachmentRoleChipActive: {
+    backgroundColor: "rgba(243,190,221,0.14)",
+  },
+  attachmentRoleText: {
+    color: auraTheme.textMuted,
+    fontSize: 10,
+    fontWeight: "800",
+  },
+  attachmentRoleTextActive: {
+    color: "#F4FBFF",
+  },
+  attachmentItems: {
+    flexDirection: "row",
+    gap: 7,
+  },
+  attachmentThumb: {
+    width: 36,
+    height: 36,
+    borderRadius: 9,
+    overflow: "hidden",
+    backgroundColor: auraTheme.surfaceSoft,
+    borderWidth: 1,
+    borderColor: auraTheme.borderSoft,
+  },
+  attachmentFallback: {
+    flex: 1,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  removeAttachmentButton: {
+    position: "absolute",
+    top: 3,
+    right: 3,
+    width: 18,
+    height: 18,
+    borderRadius: 999,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: "rgba(0,0,0,0.56)",
+  },
+  menuTray: {
+    overflow: "hidden",
+    paddingHorizontal: 2,
+    gap: 3,
+  },
+  attachmentOption: {
+    borderRadius: 14,
+    paddingHorizontal: 11,
+    paddingVertical: 7,
+    backgroundColor: "rgba(255,255,255,0.03)",
+    borderWidth: 1,
+    borderColor: auraTheme.borderSoft,
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 10,
+    marginBottom: 3,
+  },
+  attachmentOptionText: {
+    color: "#F0F6FB",
+    fontSize: 12.5,
+    fontWeight: "800",
+  },
+  row: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 2,
+  },
+  iconLane: {
+    width: 34,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  sideButton: {
+    width: 30,
+    height: 30,
+    borderRadius: 11,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: "rgba(255,255,255,0.025)",
+    borderWidth: 1,
+    borderColor: "rgba(255,245,234,0.07)",
+  },
+  sideButtonActive: {
+    backgroundColor: "rgba(243,190,221,0.14)",
+    borderColor: "rgba(243,190,221,0.18)",
+  },
+  trailingButton: {
+    position: "relative",
+  },
+  trailingButtonSend: {
+    backgroundColor: "rgba(222,211,248,0.18)",
+    borderColor: "rgba(222,211,248,0.28)",
+  },
+  trailingButtonRecording: {
+    backgroundColor: "rgba(255,99,99,0.18)",
+  },
+  sideButtonPressed: {
+    opacity: 0.82,
+  },
+  sideButtonDisabled: {
+    opacity: 0.48,
+  },
+  inputSlot: {
+    flex: 1,
+    minWidth: 0,
+    borderRadius: 0,
+    backgroundColor: "transparent",
+    justifyContent: "center",
+    minHeight: 30,
+    position: "relative",
+  },
+  placeholderLayer: {
+    position: "absolute",
+    left: 4,
+    right: 4,
+    top: 0,
+    bottom: 0,
+    justifyContent: "center",
+  },
+  placeholderText: {
+    fontFamily: Fonts.sans,
+    fontSize: 13.5,
+    lineHeight: INPUT_LINE_HEIGHT,
+    includeFontPadding: false,
+  },
+  input: {
+    borderRadius: 0,
+    paddingHorizontal: 4,
+    paddingTop: Platform.OS === "ios" ? 2 : 1,
+    paddingBottom: Platform.OS === "ios" ? 2 : 1,
+    marginTop: 0,
+    fontFamily: Fonts.sans,
+    fontSize: 13.5,
+    lineHeight: INPUT_LINE_HEIGHT,
+    letterSpacing: 0.1,
+    backgroundColor: "transparent",
+    includeFontPadding: false,
+    textAlignVertical: Platform.OS === "android" ? "center" : "top",
+  },
+});
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index 1351bad..546ce69 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -1,13 +1,15 @@
+import FastImage from "@d11/react-native-fast-image";
 import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
-import { Image, Pressable, Text, View } from "react-native";
+import { Pressable, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
-import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
+import { getItemImageDecoration, getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 import type { ChatOutfit } from "./chatTypes";
+import { auraShadow, auraTheme } from "./aiTheme";
 
 function displayName(item: ClothingItem) {
   return item.name || `${item.displayColor ?? item.primaryColor ?? ""} ${item.category}`.trim();
@@ -49,28 +51,24 @@ export default function OutfitMessage({
 
   return (
     <LinearGradient
-      colors={["rgba(28,34,47,0.96)", "rgba(19,23,31,0.98)"]}
+      colors={["rgba(16,18,24,0.98)", "rgba(10,12,18,0.98)"]}
       start={{ x: 0, y: 0 }}
       end={{ x: 1, y: 1 }}
       style={{
-        borderRadius: 24,
+        borderRadius: 28,
         padding: 18,
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
-        shadowColor: "#000",
-        shadowOpacity: 0.22,
-        shadowRadius: 18,
-        shadowOffset: { width: 0, height: 12 },
-        elevation: 12,
+        borderColor: auraTheme.border,
         gap: 16,
+        ...auraShadow(0.2),
       }}
     >
       <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
         <View style={{ gap: 4 }}>
-          <Text style={{ color: "rgba(255,255,255,0.56)", fontSize: 12, fontWeight: "700", letterSpacing: 0.8 }}>
+          <Text style={{ color: auraTheme.textMuted, fontSize: 12, fontWeight: "700", letterSpacing: 0.8 }}>
             LOOK {index + 1}
           </Text>
-          <Text style={{ color: colors.text, fontSize: 22, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
+          <Text style={{ color: colors.text, fontSize: 22, fontWeight: "800" }} numberOfLines={1}>
             Styled for right now
           </Text>
         </View>
@@ -79,10 +77,12 @@ export default function OutfitMessage({
             paddingHorizontal: 12,
             paddingVertical: 7,
             borderRadius: 999,
-            backgroundColor: "rgba(139,157,255,0.14)",
+            backgroundColor: "rgba(243,190,221,0.12)",
+            borderWidth: 1,
+            borderColor: "rgba(243,223,195,0.18)",
           }}
         >
-          <Text style={{ color: colors.aiAccent, fontSize: 12, fontWeight: "800" }}>
+          <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }}>
             {Math.round(outfit.score * 100)}% match
           </Text>
         </View>
@@ -94,9 +94,9 @@ export default function OutfitMessage({
             paddingHorizontal: 12,
             paddingVertical: 10,
             borderRadius: 16,
-            backgroundColor: "rgba(255,255,255,0.045)",
+            backgroundColor: "rgba(255,255,255,0.04)",
             borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.06)",
+            borderColor: auraTheme.borderSoft,
           }}
         >
           <Text style={{ color: "rgba(255,255,255,0.88)", fontSize: 13, lineHeight: 18, fontWeight: "600" }}>
@@ -105,36 +105,54 @@ export default function OutfitMessage({
         </View>
       ) : null}
 
-      <Text style={{ color: "rgba(236,237,238,0.76)", fontSize: 15, lineHeight: 22 }} numberOfLines={4} ellipsizeMode="tail">
+      <Text style={{ color: "rgba(236,237,238,0.78)", fontSize: 15, lineHeight: 23 }} numberOfLines={4}>
         {cleanReason}
       </Text>
 
       <View style={{ flexDirection: "row", gap: 12 }}>
         {pickedItems.map(({ slot, item }) => {
           const imageUri = getItemImageUrl(item, { variant: "thumb" });
+          const imagePresentation = getItemImagePresentation(item, { surface: "ai_outfit" });
+          const imageDecoration = getItemImageDecoration(item, "ai_outfit");
           return (
             <View key={`${outfit.id}-${slot}-${item.id}`} style={{ flex: 1, minWidth: 0, gap: 10 }}>
-              {(() => {
-                const imagePresentation = getItemImagePresentation(item, {
-                  surface: "ai_outfit",
-                });
-                return (
               <View
                 style={{
                   borderRadius: 20,
                   padding: 12,
                   backgroundColor: "rgba(255,255,255,0.04)",
                   borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.06)",
+                  borderColor: "rgba(243,223,195,0.14)",
                   aspectRatio: imagePresentation.containerAspectRatio,
                   justifyContent: "center",
                   alignItems: "center",
                 }}
               >
+                <View
+                  pointerEvents="none"
+                  style={{
+                    position: "absolute",
+                    width: imageDecoration.shadowStyle.width as any,
+                    height: imageDecoration.shadowStyle.height as any,
+                    bottom: imageDecoration.shadowStyle.bottom as any,
+                    borderRadius: 999,
+                    backgroundColor: "#000",
+                    opacity: imageDecoration.shadowStyle.opacity,
+                    shadowColor: "#000",
+                    shadowOpacity: imageDecoration.shadowStyle.opacity * 0.7,
+                    shadowRadius: 14,
+                    shadowOffset: { width: 0, height: 8 },
+                    elevation: 2,
+                  }}
+                />
                 {imageUri ? (
-                  <Image
-                    source={{ uri: imageUri }}
-                    resizeMode={imagePresentation.resizeMode}
+                  <FastImage
+                    source={{
+                      uri: imageUri,
+                      priority: FastImage.priority.normal,
+                      cache: FastImage.cacheControl.immutable,
+                    }}
+                    resizeMode={FastImage.resizeMode.contain}
                     style={[
                       { width: "100%", height: "100%", borderRadius: 14 },
                       imagePresentation.imageStyle,
@@ -151,13 +169,11 @@ export default function OutfitMessage({
                   />
                 )}
               </View>
-                );
-              })()}
               <View style={{ gap: 3 }}>
-                <Text style={{ color: "rgba(255,255,255,0.5)", fontSize: 11, fontWeight: "700", letterSpacing: 0.7 }} numberOfLines={1} ellipsizeMode="tail">
+                <Text style={{ color: "rgba(255,255,255,0.5)", fontSize: 11, fontWeight: "700", letterSpacing: 0.7 }}>
                   {slotLabel(slot)}
                 </Text>
-                <Text numberOfLines={2} ellipsizeMode="tail" style={{ color: colors.text, fontSize: 13, fontWeight: "700", lineHeight: 18 }}>
+                <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "700", lineHeight: 18 }}>
                   {displayName(item)}
                 </Text>
               </View>
@@ -174,13 +190,13 @@ export default function OutfitMessage({
             paddingHorizontal: 14,
             paddingVertical: 10,
             borderRadius: 999,
-            backgroundColor: colors.aiAccent,
+            backgroundColor: "rgba(243,223,195,0.16)",
+            borderWidth: 1,
+            borderColor: "rgba(243,223,195,0.24)",
             opacity: pressed ? 0.86 : 1,
           })}
         >
-          <Text style={{ color: "#0f1420", fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
-            {saving ? "Saving..." : "Save to Today"}
-          </Text>
+          <Text style={{ color: colors.text, fontWeight: "800" }}>{saving ? "Saving..." : "Save to Today"}</Text>
         </Pressable>
         <Pressable
           onPress={() => onSwap(outfit)}
@@ -188,13 +204,13 @@ export default function OutfitMessage({
             paddingHorizontal: 14,
             paddingVertical: 10,
             borderRadius: 999,
-            backgroundColor: "rgba(255,255,255,0.02)",
+            backgroundColor: auraTheme.surfaceSoft,
             borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.08)",
+            borderColor: auraTheme.borderSoft,
             opacity: pressed ? 0.82 : 1,
           })}
         >
-          <Text style={{ color: "rgba(236,237,238,0.84)", fontWeight: "700" }} numberOfLines={1} ellipsizeMode="tail">Swap item</Text>
+          <Text style={{ color: "rgba(236,237,238,0.84)", fontWeight: "700" }}>Swap item</Text>
         </Pressable>
         <Pressable
           onPress={() => onMoreLikeThis(outfit)}
@@ -202,11 +218,12 @@ export default function OutfitMessage({
             paddingHorizontal: 14,
             paddingVertical: 10,
             borderRadius: 999,
-            backgroundColor: "transparent",
+            borderWidth: 1,
+            borderColor: "rgba(255,255,255,0.04)",
             opacity: pressed ? 0.82 : 1,
           })}
         >
-          <Text style={{ color: "rgba(236,237,238,0.7)", fontWeight: "700" }} numberOfLines={1} ellipsizeMode="tail">More like this</Text>
+          <Text style={{ color: "rgba(236,237,238,0.7)", fontWeight: "700" }}>More like this</Text>
         </Pressable>
       </View>
     </LinearGradient>
diff --git a/src/components/ai/aiTheme.ts b/src/components/ai/aiTheme.ts
new file mode 100644
index 0000000..f7d370e
--- /dev/null
+++ b/src/components/ai/aiTheme.ts
@@ -0,0 +1,38 @@
+import { ThemeTokens } from "@/constants/theme";
+
+const palette = ThemeTokens.dark;
+
+export const auraTheme = {
+  backgroundTop: palette.gradients.background[0],
+  backgroundMid: palette.gradients.background[1],
+  backgroundBottom: palette.gradients.background[2],
+  gradientAura: palette.gradients.aura,
+  surface: "rgba(13,16,22,0.84)",
+  surfaceStrong: "rgba(16,19,26,0.94)",
+  surfaceSoft: "rgba(255,255,255,0.05)",
+  surfaceSofter: "rgba(255,255,255,0.028)",
+  border: "rgba(255,245,234,0.09)",
+  borderSoft: palette.colors.borderSoft,
+  borderAccent: "rgba(220,210,255,0.18)",
+  accent: palette.colors.auraLavender,
+  accentStrong: palette.colors.textPrimary,
+  accentTint: "rgba(216,200,255,0.12)",
+  accentTintStrong: "rgba(216,200,255,0.18)",
+  glow: "rgba(216,200,255,0.18)",
+  textMuted: "rgba(247,241,232,0.68)",
+  textFaint: "rgba(247,241,232,0.42)",
+  userBubble: "rgba(232,222,208,0.15)",
+  userBubbleEdge: "rgba(243,223,195,0.18)",
+  danger: "rgba(255,120,120,0.16)",
+  dangerBorder: "rgba(255,120,120,0.26)",
+};
+
+export function auraShadow(opacity = 0.22) {
+  return {
+    shadowColor: "#000",
+    shadowOpacity: opacity,
+    shadowRadius: 24,
+    shadowOffset: { width: 0, height: 14 },
+    elevation: 18,
+  } as const;
+}
diff --git a/src/components/ai/chatTypes.ts b/src/components/ai/chatTypes.ts
index 1bd6066..e68fad1 100644
--- a/src/components/ai/chatTypes.ts
+++ b/src/components/ai/chatTypes.ts
@@ -1,5 +1,29 @@
 import type { AuraResponse } from "@/src/types/aura";
 
+export type ChatAttachmentGroupRole = "same_item" | "separate_items" | "reference";
+
+export type ChatImageAttachment = {
+  id: string;
+  type: "image";
+  uri: string;
+  localUri?: string | null;
+  groupId?: string | null;
+  role?: ChatAttachmentGroupRole;
+  width?: number | null;
+  height?: number | null;
+};
+
+export type ChatAudioAttachment = {
+  id: string;
+  type: "audio";
+  uri: string;
+  localUri?: string | null;
+  durationMs?: number | null;
+  transcript?: string | null;
+};
+
+export type ChatAttachment = ChatImageAttachment | ChatAudioAttachment;
+
 export type ChatOutfit = {
   id: string;
   picks: { slot: string; itemId: string }[];
@@ -12,6 +36,8 @@ export type AIMessage = {
   type: "user" | "assistant" | "outfit" | "system/action";
   kind?: "user_text" | "aura_text" | "aura_card" | "system";
   text?: string;
+  assistantIntroText?: string;
+  attachments?: ChatAttachment[];
   streaming?: boolean;
   outfits?: ChatOutfit[];
   aura?: AuraResponse;
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index 478fb0a..5b1bb7c 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -11,8 +11,17 @@ import {
 } from "firebase/firestore";
 
 import { db } from "@/src/lib/firebase";
-import type { AIMessage } from "@/src/components/ai/chatTypes";
-import type { AuraLook, AuraLookAction, AuraLookPiece, AuraResponse } from "@/src/types/aura";
+import type { AIMessage, ChatAttachment } from "@/src/components/ai/chatTypes";
+import type {
+  AuraLook,
+  AuraLookAction,
+  AuraLookPiece,
+  AuraResponse,
+  AuraSuggestionItem,
+} from "@/src/types/aura";
+
+const DEBUG_AURA_CLIENT =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 
 export type AIChatThread = {
   chatId: string;
@@ -69,6 +78,15 @@ function toChatMessage(snapshot: { id: string; data: () => Record<string, unknow
   if (type !== "user" && type !== "assistant" && type !== "outfit" && type !== "system/action") {
     return null;
   }
+  const aura = isAuraResponse(data.aura) ? normalizeAuraCandidatePayload(data.aura) : undefined;
+  if (DEBUG_AURA_CLIENT && aura?.lookOptions?.length) {
+    console.log("[AURA_MULTI]", "loaded multi-look chat message", {
+      messageId: snapshot.id,
+      lookOptionsCount: aura.lookOptions.length,
+      hasLook: !!aura.look,
+      presentation: aura.presentation,
+    });
+  }
   return {
     id: snapshot.id,
     type,
@@ -80,29 +98,149 @@ function toChatMessage(snapshot: { id: string; data: () => Record<string, unknow
         ? data.kind
         : undefined,
     text: typeof data.text === "string" ? data.text : undefined,
+    assistantIntroText:
+      typeof data.assistantIntroText === "string" ? data.assistantIntroText : undefined,
+    attachments: parseChatAttachments(data.attachments),
     streaming: typeof data.streaming === "boolean" ? data.streaming : undefined,
     outfits: Array.isArray(data.outfits) ? (data.outfits as AIMessage["outfits"]) : undefined,
-    aura: isAuraResponse(data.aura) ? data.aura : undefined,
+    aura,
     createdAt: typeof data.createdAt === "number" ? data.createdAt : Date.now(),
   };
 }
 
+function normalizeAuraCandidatePayload(value: unknown): AuraResponse {
+  const response = value as AuraResponse;
+  const candidateItems = response.candidateItems ?? response.candidates ?? [];
+  if (!candidateItems.length) return response;
+  return {
+    ...response,
+    presentation: "candidate_preview",
+    candidateItems,
+    candidates: candidateItems,
+  };
+}
+
+function stripUndefinedDeep<T>(value: T): T {
+  if (Array.isArray(value)) {
+    return value.map((entry) => stripUndefinedDeep(entry)) as T;
+  }
+  if (value && typeof value === "object") {
+    return Object.fromEntries(
+      Object.entries(value as Record<string, unknown>)
+        .filter(([, entry]) => entry !== undefined)
+        .map(([key, entry]) => [key, stripUndefinedDeep(entry)])
+    ) as T;
+  }
+  return value;
+}
+
+function parseChatAttachments(value: unknown): ChatAttachment[] | undefined {
+  if (!Array.isArray(value)) return undefined;
+  const attachments = value.reduce<ChatAttachment[]>((out, entry) => {
+      if (!entry || typeof entry !== "object") return out;
+      const candidate = entry as Record<string, unknown>;
+      const type = candidate.type === "audio" ? "audio" : candidate.type === "image" ? "image" : null;
+      const uri = typeof candidate.uri === "string" ? candidate.uri : "";
+      const id = typeof candidate.id === "string" ? candidate.id : "";
+      if (!type || !uri || !id) return out;
+      if (type === "image") {
+        out.push({
+          id,
+          type,
+          uri,
+          localUri: typeof candidate.localUri === "string" ? candidate.localUri : null,
+          groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
+          role:
+            candidate.role === "same_item" ||
+            candidate.role === "separate_items" ||
+            candidate.role === "reference"
+              ? candidate.role
+              : undefined,
+          width: typeof candidate.width === "number" ? candidate.width : null,
+          height: typeof candidate.height === "number" ? candidate.height : null,
+        });
+        return out;
+      }
+      out.push({
+        id,
+        type,
+        uri,
+        localUri: typeof candidate.localUri === "string" ? candidate.localUri : null,
+        durationMs: typeof candidate.durationMs === "number" ? candidate.durationMs : null,
+        transcript: typeof candidate.transcript === "string" ? candidate.transcript : null,
+      });
+      return out;
+    }, []);
+  return attachments.length ? attachments : undefined;
+}
+
 function isAuraResponse(value: unknown): value is AuraResponse {
   if (!value || typeof value !== "object") return false;
   const candidate = value as Record<string, unknown>;
   return (
     (candidate.presentation === undefined ||
       candidate.presentation === "chat" ||
-      candidate.presentation === "card") &&
+      candidate.presentation === "card" ||
+      candidate.presentation === "candidate_preview") &&
     typeof candidate.title === "string" &&
     typeof candidate.reply === "string" &&
     typeof candidate.reason === "string" &&
     Array.isArray(candidate.outfitItems) &&
     (candidate.ownedPieces === undefined || Array.isArray(candidate.ownedPieces)) &&
     (candidate.recommendedAdditions === undefined || Array.isArray(candidate.recommendedAdditions)) &&
+    (candidate.missingPieces === undefined || Array.isArray(candidate.missingPieces)) &&
+    (candidate.upgradeSuggestions === undefined || Array.isArray(candidate.upgradeSuggestions)) &&
+    (candidate.upgradeSuggestionItems === undefined ||
+      (Array.isArray(candidate.upgradeSuggestionItems) &&
+        candidate.upgradeSuggestionItems.every(isAuraSuggestionItem))) &&
     Array.isArray(candidate.chips) &&
     typeof candidate.swapSuggestion === "string" &&
-    (candidate.look === undefined || candidate.look === null || isAuraLook(candidate.look))
+    (candidate.look === undefined || candidate.look === null || isAuraLook(candidate.look)) &&
+    (candidate.lookOptions === undefined ||
+      (Array.isArray(candidate.lookOptions) && candidate.lookOptions.every(isAuraLook))) &&
+    (candidate.candidates === undefined ||
+      (Array.isArray(candidate.candidates) && candidate.candidates.every(isAuraCandidateItem))) &&
+    (candidate.candidateItems === undefined ||
+      (Array.isArray(candidate.candidateItems) && candidate.candidateItems.every(isAuraCandidateItem)))
+  );
+}
+
+function isAuraSuggestionItem(value: unknown): value is AuraSuggestionItem {
+  if (!value || typeof value !== "object") return false;
+  const candidate = value as Record<string, unknown>;
+  return (
+    typeof candidate.label === "string" &&
+    (candidate.searchQuery === undefined ||
+      candidate.searchQuery === null ||
+      typeof candidate.searchQuery === "string")
+  );
+}
+
+function isAuraCandidateItem(value: unknown): boolean {
+  if (!value || typeof value !== "object") return false;
+  const candidate = value as Record<string, unknown>;
+  return (
+    typeof candidate.candidateId === "string" &&
+    Array.isArray(candidate.imageUrls) &&
+    candidate.imageUrls.every((url) => typeof url === "string") &&
+    (candidate.primaryImageUrl === undefined || candidate.primaryImageUrl === null || typeof candidate.primaryImageUrl === "string") &&
+    (candidate.secondaryImageUrls === undefined ||
+      (Array.isArray(candidate.secondaryImageUrls) && candidate.secondaryImageUrls.every((url) => typeof url === "string"))) &&
+    (candidate.title === undefined || candidate.title === null || typeof candidate.title === "string") &&
+    (candidate.category === undefined || candidate.category === null || typeof candidate.category === "string") &&
+    (candidate.subCategory === undefined || candidate.subCategory === null || typeof candidate.subCategory === "string") &&
+    (candidate.color === undefined || candidate.color === null || typeof candidate.color === "string") &&
+    (candidate.brand === undefined || candidate.brand === null || typeof candidate.brand === "string") &&
+    (candidate.material === undefined || candidate.material === null || typeof candidate.material === "string") &&
+    (candidate.fit === undefined || candidate.fit === null || typeof candidate.fit === "string") &&
+    (candidate.pattern === undefined || candidate.pattern === null || typeof candidate.pattern === "string") &&
+    (candidate.confidence === undefined || candidate.confidence === null || typeof candidate.confidence === "number") &&
+    (candidate.sourceType === "image" || candidate.sourceType === "link" || candidate.sourceType === "batch") &&
+    (candidate.sourceUrl === undefined || candidate.sourceUrl === null || typeof candidate.sourceUrl === "string") &&
+    (candidate.status === "awaiting_confirmation" ||
+      candidate.status === "added" ||
+      candidate.status === "cancelled" ||
+      candidate.status === "failed")
   );
 }
 
@@ -144,7 +282,10 @@ function isAuraLookAction(value: unknown): value is AuraLookAction {
   return (
     value === "saveLook" ||
     value === "planForToday" ||
+    value === "likeLook" ||
+    value === "notMyVibe" ||
     value === "showMoreLikeThis" ||
+    value === "lessLikeThis" ||
     value === "shopMissingPieces" ||
     value === "useOnlyMyCloset" ||
     value === "makeItDressier"
@@ -208,16 +349,36 @@ export async function appendMessageToChat(
     existingChat.exists() && typeof existingChat.data()?.messageCount === "number"
       ? (existingChat.data()?.messageCount as number)
       : 0;
+  const sanitizedAura = message.aura ? stripUndefinedDeep(message.aura) : undefined;
   const batch = writeBatch(db);
   batch.set(messageRef, {
     type: message.type,
     ...(message.kind ? { kind: message.kind } : {}),
     ...(message.text ? { text: message.text } : {}),
+    ...(message.assistantIntroText ? { assistantIntroText: message.assistantIntroText } : {}),
+    ...(message.attachments?.length ? { attachments: message.attachments } : {}),
     ...(typeof message.streaming === "boolean" ? { streaming: message.streaming } : {}),
     ...(message.outfits ? { outfits: message.outfits } : {}),
-    ...(message.aura ? { aura: message.aura } : {}),
+    ...(sanitizedAura ? { aura: sanitizedAura } : {}),
     createdAt: typeof message.createdAt === "number" ? message.createdAt : now,
   });
+  if (DEBUG_AURA_CLIENT && sanitizedAura?.lookOptions?.length) {
+    console.log("[AURA_MULTI]", "storing multi-look chat message", {
+      messageId: message.id,
+      lookOptionsCount: sanitizedAura.lookOptions.length,
+      hasLook: !!sanitizedAura.look,
+      presentation: sanitizedAura.presentation,
+    });
+  }
+  if (DEBUG_AURA_CLIENT && (sanitizedAura?.candidateItems?.length || sanitizedAura?.candidates?.length)) {
+    console.log("[AURA_STORE]", "storing candidate preview message", {
+      messageId: message.id,
+      kind: message.kind,
+      candidateItemsCount: sanitizedAura.candidateItems?.length ?? 0,
+      candidatesCount: sanitizedAura.candidates?.length ?? 0,
+      auraKeys: Object.keys(sanitizedAura),
+    });
+  }
   batch.set(
     chatRef,
     {
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 3aa2d73..2d18102 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -3,9 +3,12 @@ import { Platform } from "react-native";
 
 import { auth, app } from "@/src/lib/firebase";
 import type { AuraResponse } from "@/src/types/aura";
+import type { ChatAttachment } from "@/src/components/ai/chatTypes";
 
 type AskAuraArgs = {
   message: string;
+  chatId?: string | null;
+  attachments?: ChatAttachment[];
   history?: {
     role: "user" | "assistant";
     text: string;
@@ -16,16 +19,46 @@ type AskAuraArgs = {
     tempF?: number | null;
     condition?: string | null;
   } | null;
+  clientIntent?: string | null;
+  linkPreview?: {
+    sourceUrl: string;
+    title?: string | null;
+    imageUrl?: string | null;
+    imageUrls?: string[];
+    description?: string | null;
+  } | null;
 };
 
+const URL_RE = /https?:\/\/[^\s<>"']+/i;
+const LINK_PREVIEW_TIMEOUT_MS = 9000;
+
+function normalizeAuraCandidatePayload(data: AuraResponse): AuraResponse {
+  const candidateItems = data.candidateItems ?? data.candidates ?? [];
+  if (!candidateItems.length) return data;
+  const normalized = {
+    ...data,
+    presentation: "candidate_preview" as const,
+    candidateItems,
+    candidates: candidateItems,
+  };
+  console.log("[AURA_PARSE]", "normalized candidate preview payload", {
+    candidateCount: candidateItems.length,
+    candidateIds: candidateItems.map((candidate) => candidate.candidateId),
+    presentation: normalized.presentation,
+    rawKeys: Object.keys(data),
+  });
+  return normalized;
+}
+
 export async function askAura(args: AskAuraArgs): Promise<AuraResponse> {
   const functions = getFunctions(app);
+  logAuraRequest("callable_send", args);
   const callable = httpsCallable<AskAuraArgs, { ok: boolean; data: AuraResponse }>(
     functions,
     "askAura"
   );
   const result = await callable(args);
-  return result.data.data;
+  return normalizeAuraCandidatePayload(result.data.data);
 }
 
 type AskAuraStreamCallbacks = {
@@ -42,6 +75,327 @@ function getAskAuraStreamUrl() {
   return `https://us-central1-${projectId}.cloudfunctions.net/askAuraStream`;
 }
 
+function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
+  console.log("[AURA_STREAM_REQUEST]", label, {
+    url: url ?? null,
+    projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID ?? null,
+    requestKeys: Object.keys(args),
+    prompt: args.message,
+    attachmentCount: args.attachments?.length ?? 0,
+    attachments: args.attachments?.map((attachment) => ({
+      type: attachment.type,
+      hasUri: !!attachment.uri,
+      role: attachment.type === "image" ? attachment.role ?? null : null,
+      groupId: attachment.type === "image" ? attachment.groupId ?? null : null,
+    })),
+    clientIntent: args.clientIntent ?? null,
+    hasLinkPreview: !!args.linkPreview,
+    linkPreviewHasImage: !!args.linkPreview?.imageUrl,
+  });
+}
+
+function firstUrlFromText(text: string) {
+  const match = String(text ?? "").match(URL_RE)?.[0];
+  if (!match) return null;
+  try {
+    const url = new URL(match.replace(/[),.;!?]+$/g, ""));
+    if (url.protocol !== "http:" && url.protocol !== "https:") return null;
+    return url.toString();
+  } catch {
+    return null;
+  }
+}
+
+function decodeHtmlEntities(value: string) {
+  return value
+    .replace(/&amp;/g, "&")
+    .replace(/&quot;/g, "\"")
+    .replace(/&#x27;|&#39;/g, "'")
+    .replace(/&lt;/g, "<")
+    .replace(/&gt;/g, ">")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function metaContent(html: string, key: string) {
+  const escaped = key.replace(/[.*+?^${}()|[\]\\]/g, "\\$&");
+  const patterns = [
+    new RegExp(`<meta[^>]+property=["']${escaped}["'][^>]+content=["']([^"']+)["'][^>]*>`, "i"),
+    new RegExp(`<meta[^>]+content=["']([^"']+)["'][^>]+property=["']${escaped}["'][^>]*>`, "i"),
+    new RegExp(`<meta[^>]+name=["']${escaped}["'][^>]+content=["']([^"']+)["'][^>]*>`, "i"),
+    new RegExp(`<meta[^>]+content=["']([^"']+)["'][^>]+name=["']${escaped}["'][^>]*>`, "i"),
+  ];
+  for (const pattern of patterns) {
+    const value = html.match(pattern)?.[1];
+    if (value) return decodeHtmlEntities(value).slice(0, 500);
+  }
+  return null;
+}
+
+function titleTag(html: string) {
+  const value = html.match(/<title[^>]*>([\s\S]*?)<\/title>/i)?.[1];
+  return value ? decodeHtmlEntities(value).slice(0, 220) : null;
+}
+
+function normalizePreviewImage(sourceUrl: string, value?: string | null) {
+  const raw = String(value ?? "").trim();
+  if (!raw || raw.startsWith("data:")) return null;
+  try {
+    const url = new URL(raw, sourceUrl);
+    if (url.protocol !== "http:" && url.protocol !== "https:") return null;
+    url.hash = "";
+    return url.toString();
+  } catch {
+    return null;
+  }
+}
+
+function isHmProductUrl(sourceUrl: string) {
+  try {
+    const url = new URL(sourceUrl);
+    return (
+      (url.hostname === "hm.com" || url.hostname.endsWith(".hm.com")) &&
+      /\/productpage\.\d+\.html$/i.test(url.pathname)
+    );
+  } catch {
+    return false;
+  }
+}
+
+function hmClientFallbackUrls(sourceUrl: string) {
+  if (!isHmProductUrl(sourceUrl)) return [];
+  const url = new URL(sourceUrl);
+  return [
+    new URL(`${url.pathname}/_jcr_content.product.json`, url).toString(),
+    new URL(`${url.pathname}/_jcr_content/product.json`, url).toString(),
+  ];
+}
+
+function hmArticleIdFromUrl(sourceUrl: string) {
+  try {
+    return new URL(sourceUrl).pathname.match(/\/productpage\.(\d+)\.html$/i)?.[1] ?? null;
+  } catch {
+    return null;
+  }
+}
+
+function normalizeJsonLdImages(sourceUrl: string, imageValue: unknown) {
+  const values = Array.isArray(imageValue) ? imageValue : [imageValue];
+  return values
+    .flatMap((image) => {
+      if (typeof image === "string") return [image];
+      if (image && typeof image === "object") {
+        return [
+          (image as { url?: string }).url,
+          (image as { contentUrl?: string }).contentUrl,
+        ];
+      }
+      return [];
+    })
+    .map((image) => normalizePreviewImage(sourceUrl, image))
+    .filter((image): image is string => !!image);
+}
+
+function jsonLdProductNodes(html: string) {
+  const nodes: Record<string, unknown>[] = [];
+  const append = (value: unknown) => {
+    if (!value || typeof value !== "object") return;
+    if (Array.isArray(value)) {
+      value.forEach(append);
+      return;
+    }
+    const object = value as Record<string, unknown>;
+    nodes.push(object);
+    append(object["@graph"]);
+  };
+  const jsonLdRe = /<script[^>]+type=["']application\/ld\+json["'][^>]*>([\s\S]*?)<\/script>/gi;
+  let match: RegExpExecArray | null;
+  while ((match = jsonLdRe.exec(html))) {
+    try {
+      append(JSON.parse(String(match[1] ?? "").trim()));
+    } catch {
+      // Ignore malformed JSON-LD; the generic image scan can still run for non-H&M pages.
+    }
+  }
+  return nodes.filter((node) => {
+    const type = Array.isArray(node["@type"]) ? node["@type"] : [node["@type"]];
+    return type.some((entry) => String(entry).toLowerCase() === "product");
+  });
+}
+
+function scopedHmPreviewImages(sourceUrl: string, html: string) {
+  if (!isHmProductUrl(sourceUrl)) return null;
+  const articleId = hmArticleIdFromUrl(sourceUrl);
+  const products = jsonLdProductNodes(html);
+  const product = articleId
+    ? products.find((node) =>
+        [node.sku, node.mpn, node.productID, node.productId, node.url]
+          .map((value) => String(value ?? ""))
+          .some((value) => value.includes(articleId)),
+      )
+    : products[0];
+  const images = product ? normalizeJsonLdImages(sourceUrl, product.image) : [];
+  const seen = new Set<string>();
+  const scoped = images.filter((image) => {
+    const key = image.toLowerCase().replace(/([?&])(imwidth|width|height|w|h)=\d+/g, "$1");
+    if (seen.has(key)) return false;
+    seen.add(key);
+    return true;
+  }).slice(0, 8);
+  console.log("[LINK_PRODUCT_SCOPE]", "client H&M preview scope", {
+    sourceUrl,
+    articleId,
+    productNodeCount: products.length,
+    matchedSku: product?.sku ?? null,
+    matchedTitle: product?.name ?? null,
+    scopedImageCount: scoped.length,
+  });
+  console.log("[LINK_IMAGE_CANDIDATES_SCOPED]", "client H&M preview images", {
+    sourceUrl,
+    articleId,
+    candidateCount: scoped.length,
+    urls: scoped,
+  });
+  return scoped.length ? scoped : null;
+}
+
+function stablePreviewImages(sourceUrl: string, html: string) {
+  const scopedHmImages = scopedHmPreviewImages(sourceUrl, html);
+  if (scopedHmImages) return scopedHmImages;
+
+  const urls: string[] = [];
+  const push = (value?: string | null) => {
+    const normalized = normalizePreviewImage(sourceUrl, value);
+    if (normalized) urls.push(normalized);
+  };
+  push(metaContent(html, "og:image"));
+  push(metaContent(html, "og:image:secure_url"));
+  push(metaContent(html, "twitter:image"));
+
+  for (const node of jsonLdProductNodes(html)) {
+    for (const image of normalizeJsonLdImages(sourceUrl, node.image)) {
+      push(image);
+    }
+  }
+
+  const quotedImageRe = /["']((?:https?:)?\/\/[^\s"']+\.(?:jpg|jpeg|png|webp)(?:\?[^\s"']*)?)["']/gi;
+  let match: RegExpExecArray | null;
+  while ((match = quotedImageRe.exec(html))) push(match[1]);
+
+  const seen = new Set<string>();
+  return urls.filter((url) => {
+    const lower = url.toLowerCase();
+    if (/(logo|icon|sprite|favicon|placeholder|badge|payment|loader)/.test(lower)) return false;
+    if (/\s/.test(url)) return false;
+    const key = lower.replace(/([?&])(imwidth|width|height|w|h)=\d+/g, "$1");
+    if (seen.has(key)) return false;
+    seen.add(key);
+    return true;
+  }).slice(0, 32);
+}
+
+async function fetchPreviewHtml(url: string, signal: AbortSignal) {
+  const response = await fetch(url, {
+    signal,
+    headers: {
+      accept: "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
+      "accept-language": "en-US,en;q=0.9",
+      "user-agent":
+        "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) AppleWebKit/605.1.15 Mobile/15E148",
+    },
+  });
+  const html = await response.text();
+  return { response, html };
+}
+
+async function bestClientPreviewHtml(sourceUrl: string, signal: AbortSignal) {
+  const attempts = [sourceUrl, ...hmClientFallbackUrls(sourceUrl)];
+  let best: { url: string; status: number; html: string; imageCount: number } | null = null;
+  const isHm = isHmProductUrl(sourceUrl);
+  for (const attemptUrl of attempts) {
+    try {
+      const { response, html } = await fetchPreviewHtml(attemptUrl, signal);
+      const scopedHmImages = scopedHmPreviewImages(sourceUrl, html);
+      const imageCount = (scopedHmImages ?? stablePreviewImages(sourceUrl, html)).length;
+      console.log("[AURA_LINK_PREVIEW]", "client preview html attempt", {
+        sourceHost: new URL(sourceUrl).host,
+        attemptPath: new URL(attemptUrl).pathname,
+        status: response.status,
+        htmlLength: html.length,
+        imageCount,
+        scopedHmImageCount: scopedHmImages?.length ?? 0,
+      });
+      if (isHm && scopedHmImages?.length) {
+        best = { url: attemptUrl, status: response.status, html, imageCount };
+        break;
+      }
+      if (!best || imageCount > best.imageCount || (!best.imageCount && html.length > best.html.length)) {
+        best = { url: attemptUrl, status: response.status, html, imageCount };
+      }
+      if (!isHm && imageCount > 1) break;
+    } catch (error) {
+      console.log("[AURA_LINK_PREVIEW]", "client preview html attempt failed", {
+        sourceHost: new URL(sourceUrl).host,
+        attemptPath: new URL(attemptUrl).pathname,
+        error: error instanceof Error ? error.message : String(error),
+      });
+    }
+  }
+  return best;
+}
+
+async function buildClientLinkPreview(sourceUrl: string) {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), LINK_PREVIEW_TIMEOUT_MS);
+  try {
+    console.log("[AURA_LINK_PREVIEW]", "client preview fetch start", {
+      host: new URL(sourceUrl).host,
+    });
+    const best = await bestClientPreviewHtml(sourceUrl, controller.signal);
+    if (!best) return null;
+    const html = best.html;
+    const imageUrl = normalizePreviewImage(
+      sourceUrl,
+      metaContent(html, "og:image") ?? metaContent(html, "twitter:image"),
+    );
+    const imageUrls = stablePreviewImages(sourceUrl, html);
+    const preview = {
+      sourceUrl,
+      title: metaContent(html, "og:title") ?? titleTag(html),
+      imageUrl: imageUrls[0] ?? imageUrl,
+      imageUrls,
+      description: metaContent(html, "og:description") ?? metaContent(html, "description"),
+    };
+    console.log("[AURA_LINK_PREVIEW]", "client preview fetch complete", {
+      host: new URL(sourceUrl).host,
+      status: best.status,
+      htmlSourcePath: new URL(best.url).pathname,
+      htmlLength: html.length,
+      hasTitle: !!preview.title,
+      hasImageUrl: !!preview.imageUrl,
+      imageCount: preview.imageUrls.length,
+      hasDescription: !!preview.description,
+    });
+    return preview.imageUrl || preview.title || preview.description ? preview : null;
+  } catch (error) {
+    console.log("[AURA_LINK_PREVIEW]", "client preview fetch failed", {
+      host: new URL(sourceUrl).host,
+      error: error instanceof Error ? error.message : String(error),
+    });
+    return null;
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
+async function withClientLinkPreview(args: AskAuraArgs): Promise<AskAuraArgs> {
+  if (args.linkPreview) return args;
+  const sourceUrl = firstUrlFromText(args.message);
+  if (!sourceUrl) return args;
+  const linkPreview = await buildClientLinkPreview(sourceUrl);
+  return linkPreview ? { ...args, linkPreview } : args;
+}
+
 function sleep(ms: number) {
   return new Promise((resolve) => setTimeout(resolve, ms));
 }
@@ -90,8 +444,22 @@ function processEventLines(
       await emitDeltaSmoothly(event.delta, callbacks.onDelta);
     }
     if (event.type === "final") {
-      setFinalData(event.data);
-      callbacks.onFinal?.(event.data);
+      console.log("[AURA_STREAM_RAW_FINAL]", trimmed);
+      console.log("[AURA_STREAM_RAW]", "raw final stream payload", {
+        keys: Object.keys(event.data ?? {}),
+        presentation: event.data?.presentation,
+        candidateItemsCount: event.data?.candidateItems?.length ?? 0,
+        candidatesCount: event.data?.candidates?.length ?? 0,
+        payload: event.data,
+      });
+      const data = normalizeAuraCandidatePayload(event.data);
+      console.log("[AURA_STREAM_FINAL]", "parsed final stream payload", {
+        presentation: data.presentation,
+        hasLook: !!data.look,
+        candidateCount: data.candidateItems?.length ?? data.candidates?.length ?? 0,
+      });
+      setFinalData(data);
+      callbacks.onFinal?.(data);
     }
     if (event.type === "error") {
       throw new Error(event.error || "AURA stream failed.");
@@ -179,11 +547,12 @@ async function askAuraStreamWithXhr(
 
     xhr.onerror = () => settleError(new Error("AURA stream request failed."));
     xhr.ontimeout = () => settleError(new Error("AURA stream request timed out."));
-    xhr.send(
-      JSON.stringify({
-        ...args,
-      })
-    );
+    const body = JSON.stringify({
+      ...args,
+    });
+    logAuraRequest("xhr_send", args, getAskAuraStreamUrl());
+    console.log("[AURA_STREAM_REQUEST]", "xhr raw body", body);
+    xhr.send(body);
   });
 }
 
@@ -191,33 +560,65 @@ export async function askAuraStream(
   args: AskAuraArgs,
   callbacks: AskAuraStreamCallbacks = {}
 ): Promise<AuraResponse> {
+  const enrichedArgs = await withClientLinkPreview(args);
   const currentUser = auth.currentUser;
   const token = await currentUser?.getIdToken();
 
   if (!token) {
-    return askAura(args);
+    logAuraRequest("callable_fallback_no_token", enrichedArgs);
+    return askAura(enrichedArgs);
   }
 
   if (Platform.OS !== "web") {
-    return askAuraStreamWithXhr(args, token, callbacks);
+    try {
+      return await askAuraStreamWithXhr(enrichedArgs, token, callbacks);
+    } catch (error) {
+      console.log("[AURA_STREAM_FALLBACK]", "xhr stream failed, using callable fallback", {
+        error: error instanceof Error ? error.message : String(error),
+      });
+      const fallback = await askAura(enrichedArgs);
+      callbacks.onFinal?.(fallback);
+      return fallback;
+    }
   }
 
-  const response = await fetch(getAskAuraStreamUrl(), {
-    method: "POST",
-    headers: {
-      "Content-Type": "application/json",
-      Authorization: `Bearer ${token}`,
-    },
-    body: JSON.stringify(args),
-  });
+  const url = getAskAuraStreamUrl();
+  logAuraRequest("fetch_send", enrichedArgs, url);
+  const body = JSON.stringify(enrichedArgs);
+  console.log("[AURA_STREAM_REQUEST]", "fetch raw body", body);
+  let response: Response;
+  try {
+    response = await fetch(url, {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+        Authorization: `Bearer ${token}`,
+      },
+      body,
+    });
+  } catch (error) {
+    console.log("[AURA_STREAM_FALLBACK]", "fetch stream failed before response, using callable fallback", {
+      error: error instanceof Error ? error.message : String(error),
+    });
+    const fallback = await askAura(enrichedArgs);
+    callbacks.onFinal?.(fallback);
+    return fallback;
+  }
 
   if (!response.ok) {
     const errorText = await response.text();
-    throw new Error(errorText || "AURA stream failed.");
+    console.log("[AURA_STREAM_FALLBACK]", "fetch stream returned non-200, using callable fallback", {
+      status: response.status,
+      errorText,
+    });
+    const fallback = await askAura(enrichedArgs);
+    callbacks.onFinal?.(fallback);
+    return fallback;
   }
 
   if (!response.body || typeof response.body.getReader !== "function") {
-    const fallback = await askAura(args);
+    logAuraRequest("callable_fallback_no_reader", args);
+    const fallback = await askAura(enrichedArgs);
     callbacks.onFinal?.(fallback);
     return fallback;
   }
@@ -241,7 +642,36 @@ export async function askAuraStream(
 
   if (finalData) return finalData;
 
-  const fallback = await askAura(args);
+  const fallback = await askAura(enrichedArgs);
   callbacks.onFinal?.(fallback);
   return fallback;
 }
+
+export async function transcribeAuraAudio(audioUrl: string): Promise<string> {
+  const functions = getFunctions(app);
+  const callable = httpsCallable<{ audioUrl: string }, { ok: boolean; transcript: string }>(
+    functions,
+    "transcribeAuraAudio"
+  );
+  const result = await callable({ audioUrl });
+  return result.data.transcript;
+}
+
+export async function importProductLinkToWardrobe(
+  url: string,
+  itemId?: string
+): Promise<{ itemId: string; imageCount: number }> {
+  const functions = getFunctions(app);
+  const callable = httpsCallable<
+    { url: string; itemId?: string },
+    { ok: boolean; itemId: string; imageCount: number }
+  >(
+    functions,
+    "importProductLink"
+  );
+  const result = await callable({ url, ...(itemId ? { itemId } : {}) });
+  return {
+    itemId: result.data.itemId,
+    imageCount: result.data.imageCount,
+  };
+}
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
new file mode 100644
index 0000000..1a02c9b
--- /dev/null
+++ b/src/lib/auraAttachments.ts
@@ -0,0 +1,952 @@
+import * as FileSystem from "expo-file-system/legacy";
+import { getDownloadURL, ref, uploadBytes } from "firebase/storage";
+import { addDoc, collection, doc, setDoc, updateDoc } from "firebase/firestore";
+
+import type { ChatAttachment, ChatImageAttachment } from "@/src/components/ai/chatTypes";
+import { removeBackground } from "@/src/bg/removeBackground";
+import { normalizeCutoutImage } from "@/src/lib/cutoutNormalize";
+import { db, storage } from "@/src/lib/firebase";
+import { uploadItemPhoto } from "@/src/lib/uploadImage";
+import { analyzeCutoutVisualNormalization } from "@/src/lib/visualNormalization";
+import type { AuraCandidateItem } from "@/src/types/aura";
+
+const AURA_UPLOAD_LOG = "[AURA_UPLOAD]";
+const AURA_DRAFT_LOG = "[AURA_DRAFT]";
+const AURA_CUTOUT_LOG = "[AURA_CUTOUT]";
+const MIN_USABLE_CUTOUT_TRANSPARENCY = 0.05;
+const AURA_CUTOUT_TIMEOUT_MS = 25_000;
+const fileSystem = FileSystem as unknown as {
+  cacheDirectory?: string | null;
+  downloadAsync?: (uri: string, fileUri: string) => Promise<{ uri: string }>;
+};
+const fileSystemCacheDirectory = fileSystem.cacheDirectory ?? null;
+
+export type AuraCandidateLocalPhoto = {
+  localUri: string;
+  attachmentUri?: string | null;
+  width?: number | null;
+  height?: number | null;
+};
+
+function normalizeFileUri(uri: string) {
+  const value = String(uri ?? "").trim();
+  if (!value) return "";
+  if (value.startsWith("file://")) return value;
+  if (value.startsWith("/")) return `file://${value}`;
+  return value;
+}
+
+async function blobFromFileUri(localUri: string): Promise<Blob> {
+  const fileUri = normalizeFileUri(localUri);
+  if (!fileUri) throw new Error("Missing local file URI for upload.");
+  return new Promise((resolve, reject) => {
+    const xhr = new XMLHttpRequest();
+    xhr.onerror = () => reject(new Error("Failed to read local file."));
+    xhr.ontimeout = () => reject(new Error("Timed out reading local file."));
+    xhr.onload = () => resolve(xhr.response as Blob);
+    xhr.responseType = "blob";
+    xhr.timeout = 20_000;
+    xhr.open("GET", fileUri, true);
+    xhr.send(null);
+  });
+}
+
+function extensionForAttachment(attachment: ChatAttachment) {
+  if (attachment.type === "audio") return "m4a";
+  return "jpg";
+}
+
+function contentTypeForAttachment(attachment: ChatAttachment) {
+  if (attachment.type === "audio") return "audio/mp4";
+  return "image/jpeg";
+}
+
+export async function uploadAuraAttachment(uid: string, attachment: ChatAttachment) {
+  const sourceUri = attachment.localUri || attachment.uri;
+  if (!sourceUri) throw new Error("Missing attachment URI.");
+  if (/^https?:\/\//i.test(sourceUri)) return attachment;
+
+  console.log(AURA_UPLOAD_LOG, "starting attachment upload", {
+    uid,
+    attachmentId: attachment.id,
+    type: attachment.type,
+  });
+  const blob = await blobFromFileUri(sourceUri);
+  const storagePath = `users/${uid}/auraAttachments/${Date.now()}-${attachment.id}.${extensionForAttachment(attachment)}`;
+  const fileRef = ref(storage, storagePath);
+  await uploadBytes(fileRef, blob, {
+    contentType: contentTypeForAttachment(attachment),
+  });
+  const uri = await getDownloadURL(fileRef);
+  console.log(AURA_UPLOAD_LOG, "attachment upload complete", {
+    uid,
+    attachmentId: attachment.id,
+    type: attachment.type,
+    storagePath,
+    uri,
+  });
+  return {
+    ...attachment,
+    uri,
+    localUri: attachment.localUri ?? sourceUri,
+  };
+}
+
+export async function uploadAuraAttachments(uid: string, attachments: ChatAttachment[]) {
+  console.log(AURA_UPLOAD_LOG, "uploading attachment batch", {
+    uid,
+    count: attachments.length,
+    types: attachments.map((attachment) => attachment.type),
+  });
+  return Promise.all(attachments.map((attachment) => uploadAuraAttachment(uid, attachment)));
+}
+
+function imageRecordForAttachment(attachment: ChatImageAttachment, isPrimary: boolean) {
+  return {
+    originalUrl: attachment.uri,
+    isPrimary,
+  };
+}
+
+export async function createAuraItemDraftsFromImages(params: {
+  uid: string;
+  images: ChatImageAttachment[];
+  mode: "same_item" | "separate_items";
+  prompt: string;
+}) {
+  const { uid, images, mode, prompt } = params;
+  const itemGroups = mode === "separate_items" ? images.map((image) => [image]) : [images];
+  const created: { itemId: string; imageCount: number }[] = [];
+
+  console.log(AURA_DRAFT_LOG, "creating item drafts from AURA images", {
+    uid,
+    mode,
+    imageCount: images.length,
+    groupCount: itemGroups.length,
+    prompt,
+    images: images.map((image) => ({
+      id: image.id,
+      uri: image.uri,
+      role: image.role ?? null,
+      groupId: image.groupId ?? null,
+    })),
+  });
+
+  for (const group of itemGroups) {
+    const primary = group[0];
+    if (!primary) continue;
+    const records = group.map((image, index) => imageRecordForAttachment(image, index === 0));
+    const now = Date.now();
+    const sourceHash = records.map((record) => record.originalUrl).join("|");
+    const docRef = await addDoc(collection(db, "users", uid, "items"), {
+      isDraft: true,
+      draftState: "photo_uploaded",
+      itemLifecycleStatus: "processing",
+      status: "AVAILABLE",
+      category: "top",
+      subCategory: "",
+      wearCountSinceWash: 0,
+      ingestionStatus: "pending",
+      ingestion: {
+        status: "pending",
+        lastRunAt: now,
+      },
+      ingestionSource: {
+        sourceHash,
+        sourceType: "aura_chat",
+      },
+      source: "aura_chat",
+      auraPrompt: prompt,
+      images: records,
+      imageUrls: records.map((record) => record.originalUrl),
+      originalImageUrl: primary.uri,
+      cleanedImageUrl: null,
+      photoUrl: primary.uri,
+      cleanedSource: null,
+      photos: {
+        primaryUrl: primary.uri,
+        urls: records.map((record) => record.originalUrl),
+        images: records,
+      },
+      primaryImageProcessingStatus: "processing",
+      primaryImageProcessingError: null,
+      primaryImageProcessingStartedAt: now,
+      primaryImageProcessedAt: null,
+      createdAt: now,
+      updatedAt: now,
+    });
+    console.log(AURA_DRAFT_LOG, "created item draft", {
+      uid,
+      itemId: docRef.id,
+      imageCount: group.length,
+      primaryUrl: primary.uri,
+      draftState: "photo_uploaded",
+      ingestionStatus: "pending",
+    });
+    void runPostSavePrimaryImageCutout({
+      uid,
+      itemId: docRef.id,
+      candidateId: primary.id,
+      sourceType: "image",
+      primaryUrl: primary.uri,
+      secondaryUrls: records.slice(1).map((record) => record.originalUrl),
+      category: "top",
+      subCategory: null,
+      localPhoto: {
+        localUri: primary.localUri ?? primary.uri,
+        attachmentUri: primary.uri,
+        width: primary.width ?? null,
+        height: primary.height ?? null,
+      },
+    }).catch((error) => {
+      console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+        uid,
+        itemId: docRef.id,
+        candidateId: primary.id,
+        reason: error instanceof Error ? error.message : String(error),
+        error,
+      });
+    });
+    created.push({ itemId: docRef.id, imageCount: group.length });
+  }
+
+  if (!created.length) {
+    throw new Error("No wardrobe drafts were created from the attached images.");
+  }
+
+  console.log(AURA_DRAFT_LOG, "item draft creation finished", {
+    uid,
+    created,
+  });
+  return created;
+}
+
+export async function createProductLinkProcessingDraft(params: {
+  uid: string;
+  url: string;
+  prompt: string;
+}) {
+  const { uid, url, prompt } = params;
+  const now = Date.now();
+  const docRef = await addDoc(collection(db, "users", uid, "items"), {
+    isDraft: true,
+    draftState: "photo_uploaded",
+    itemLifecycleStatus: "processing",
+    status: "AVAILABLE",
+    category: "top",
+    subCategory: "",
+    wearCountSinceWash: 0,
+    ingestionStatus: "pending",
+    ingestion: {
+      status: "pending",
+      lastRunAt: now,
+    },
+    ingestionSource: {
+      sourceHash: `link:${url}`,
+      sourceType: "aura_product_link",
+      sourceUrl: url,
+    },
+    source: "aura_product_link",
+    sourceUrl: url,
+    auraPrompt: prompt,
+    name: "Importing from link",
+    createdAt: now,
+    updatedAt: now,
+  });
+  console.log(AURA_DRAFT_LOG, "created product link processing draft", {
+    uid,
+    itemId: docRef.id,
+    url,
+  });
+  return { itemId: docRef.id };
+}
+
+function imageRecordForUrl(url: string, isPrimary: boolean) {
+  return {
+    originalUrl: url,
+    isPrimary,
+  };
+}
+
+async function runPostSavePrimaryImageCutout(params: {
+  uid: string;
+  itemId: string;
+  candidateId: string;
+  sourceType: "image" | "link" | "batch";
+  primaryUrl: string;
+  secondaryUrls: string[];
+  category: string;
+  subCategory?: string | null;
+  localPhoto?: AuraCandidateLocalPhoto | undefined;
+}) {
+  const {
+    uid,
+    itemId,
+    candidateId,
+    sourceType,
+    primaryUrl,
+    secondaryUrls,
+    category,
+    subCategory,
+    localPhoto,
+  } = params;
+  console.log("[PRIMARY_POSTSAVE_CUTOUT] item save processing start", {
+    uid,
+    itemId,
+    candidateId,
+    sourceType,
+    primaryUrl,
+  });
+  console.log("[PRIMARY_POSTSAVE_CUTOUT] primary source used", {
+    uid,
+    itemId,
+    candidateId,
+    source: localPhoto?.localUri ? "local_review_photo" : "remote_primary_download",
+    hasLocalPhoto: !!localPhoto?.localUri,
+  });
+  console.log("[PRIMARY_POSTSAVE_CUTOUT] secondaries untouched count", {
+    uid,
+    itemId,
+    candidateId,
+    secondaryCount: secondaryUrls.length,
+  });
+
+  const itemRef = doc(db, "users", uid, "items", itemId);
+  const resolvedLocalPhoto =
+    localPhoto ??
+    (await downloadCandidateImageToLocal({
+      uid,
+      candidateId,
+      imageUrl: primaryUrl,
+    })) ??
+    undefined;
+
+  if (!resolvedLocalPhoto?.localUri) {
+    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+      uid,
+      itemId,
+      candidateId,
+      reason: "primary image unavailable locally",
+    });
+    await updateDoc(itemRef, {
+      primaryImageProcessingStatus: "failed",
+      primaryImageProcessingError: "primary image unavailable locally",
+      primaryImageProcessedAt: Date.now(),
+      updatedAt: Date.now(),
+    });
+    return;
+  }
+
+  const cutout = await prepareAuraCandidateCutout({
+    uid,
+    candidateId,
+    localPhoto: resolvedLocalPhoto,
+    category,
+    subCategory: subCategory ?? null,
+  });
+
+  if (!cutout?.cleanedLocalUri) {
+    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+      uid,
+      itemId,
+      candidateId,
+      reason: "cutout unavailable",
+    });
+    await updateDoc(itemRef, {
+      primaryImageProcessingStatus: "failed",
+      primaryImageProcessingError: "cutout unavailable",
+      primaryImageProcessedAt: Date.now(),
+      updatedAt: Date.now(),
+    });
+    return;
+  }
+
+  try {
+    const uploaded = await uploadItemPhoto({
+      uid,
+      itemId,
+      localUri: resolvedLocalPhoto.localUri,
+      cleanedLocalUri: cutout.cleanedLocalUri,
+      normalizedLocalUri: cutout.normalizedLocalUri,
+      originalWidth: resolvedLocalPhoto.width ?? null,
+      saveNormalizedAsCleaned: true,
+    });
+    const nextImages = [
+      {
+        originalUrl: uploaded.primaryUrl,
+        ...(uploaded.cleanedUrl ? { cleanedUrl: uploaded.cleanedUrl } : {}),
+        isPrimary: true,
+        sourceOriginalUrl: primaryUrl,
+      },
+      ...secondaryUrls.map((url) => imageRecordForUrl(url, false)),
+    ];
+    const nextImageUrls = [uploaded.primaryUrl, ...secondaryUrls];
+    const primaryDisplayUrl = uploaded.cleanedUrl ?? uploaded.primaryUrl;
+    await updateDoc(itemRef, {
+      images: nextImages,
+      imageUrls: nextImageUrls,
+      originalImageUrl: uploaded.originalUrl,
+      photoUrl: primaryDisplayUrl,
+      cleanedImageUrl: uploaded.cleanedUrl ?? null,
+      cleanedSource: uploaded.cleanedUrl ? "vision" : null,
+      "photos.originalUrl": uploaded.originalUrl,
+      "photos.primaryUrl": primaryDisplayUrl,
+      "photos.urls": nextImageUrls,
+      "photos.images": nextImages,
+      "photos.cleanedUrl": uploaded.cleanedUrl ?? null,
+      "photos.cleanedSource": uploaded.cleanedUrl ? "vision" : null,
+      "photos.normalizedUrl": uploaded.normalizedUrl ?? null,
+      ...(cutout.visualNormalization ? { visualNormalization: cutout.visualNormalization } : {}),
+      primaryImageProcessingStatus: "complete",
+      primaryImageProcessingError: null,
+      primaryImageProcessedAt: Date.now(),
+      updatedAt: Date.now(),
+    });
+    console.log("[PRIMARY_POSTSAVE_CUTOUT] success with cleaned fields written", {
+      uid,
+      itemId,
+      candidateId,
+      originalImageUrl: uploaded.originalUrl,
+      photoUrl: primaryDisplayUrl,
+      cleanedImageUrl: uploaded.cleanedUrl ?? null,
+      photosPrimaryUrl: primaryDisplayUrl,
+      photosCleanedUrl: uploaded.cleanedUrl ?? null,
+    });
+  } catch (error) {
+    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+      uid,
+      itemId,
+      candidateId,
+      reason: error instanceof Error ? error.message : String(error),
+      error,
+    });
+    await updateDoc(itemRef, {
+      primaryImageProcessingStatus: "failed",
+      primaryImageProcessingError: error instanceof Error ? error.message : String(error),
+      primaryImageProcessedAt: Date.now(),
+      updatedAt: Date.now(),
+    });
+  }
+}
+
+function candidateSourceType(candidate: AuraCandidateItem) {
+  if (candidate.sourceType === "link") return "aura_product_link";
+  if (candidate.sourceType === "batch") return "aura_candidate_batch";
+  return "aura_chat";
+}
+
+function normalizedText(value?: string | null) {
+  return String(value ?? "").trim().toLowerCase().replace(/[\s-]+/g, "_");
+}
+
+function brandFromSourceUrl(sourceUrl?: string | null) {
+  try {
+    const host = new URL(String(sourceUrl ?? "")).hostname.replace(/^www\d*\./, "").toLowerCase();
+    if (host.endsWith("hm.com")) return "H&M";
+    if (host.endsWith("zara.com")) return "Zara";
+    if (host.endsWith("nike.com")) return "Nike";
+    const domain = host.split(".")[0] ?? "";
+    return domain ? domain.charAt(0).toUpperCase() + domain.slice(1) : "";
+  } catch {
+    return "";
+  }
+}
+
+function normalizeLinkBrandAndTitle(candidate: AuraCandidateItem) {
+  const sourceBrand = brandFromSourceUrl(candidate.sourceUrl);
+  const rawBrand = String(candidate.brand ?? "").trim();
+  const brand =
+    rawBrand && !/^no brand$/i.test(rawBrand)
+      ? rawBrand
+      : sourceBrand;
+  let title = String(candidate.title ?? "").replace(/\s+/g, " ").trim();
+  title = title
+    .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
+    .replace(/\s*\|\s*Zara\s*$/i, "")
+    .replace(/\s*\|\s*Nike\s*$/i, "")
+    .replace(/^Men[’']s\s+/i, "")
+    .replace(/^Women[’']s\s+/i, "")
+    .replace(/^Ladies[’']?\s+/i, "")
+    .trim();
+  if (brand) {
+    title = title
+      .replace(new RegExp(`^${brand.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\s+`, "i"), "")
+      .trim();
+  }
+  console.log("[LINK_BRAND_NORMALIZE]", {
+    sourceUrl: candidate.sourceUrl ?? null,
+    rawBrand: candidate.brand ?? null,
+    rawTitle: candidate.title ?? null,
+    savedBrand: brand,
+    savedTitle: title,
+  });
+  return { brand, title };
+}
+
+function imagePathKey(url: string) {
+  try {
+    const parsed = new URL(url);
+    return `${parsed.hostname}${parsed.pathname}`.toLowerCase();
+  } catch {
+    return String(url ?? "").toLowerCase();
+  }
+}
+
+function hmMediaFamily(url: string) {
+  try {
+    const parsed = new URL(url);
+    if (!parsed.hostname.toLowerCase().endsWith("image.hm.com")) return null;
+    const parts = parsed.pathname.split("/").filter(Boolean);
+    const assetIndex = parts.indexOf("hm");
+    if (assetIndex < 0 || parts.length <= assetIndex + 3) return null;
+    return parts[assetIndex + 3]?.replace(/\.(jpg|jpeg|png|webp)$/i, "").toLowerCase() ?? null;
+  } catch {
+    return null;
+  }
+}
+
+function sameRetailerImageHost(a: string, b: string) {
+  try {
+    return new URL(a).hostname.toLowerCase() === new URL(b).hostname.toLowerCase();
+  } catch {
+    return false;
+  }
+}
+
+function buildFinalLinkImageSet(candidate: AuraCandidateItem) {
+  const rawPrimary = String(candidate.primaryImageUrl ?? candidate.imageUrls?.[0] ?? "").trim();
+  const rawCandidates = [
+    candidate.primaryImageUrl,
+    ...(candidate.imageUrls ?? []),
+    ...(candidate.secondaryImageUrls ?? []),
+  ].map((url) => String(url ?? "").trim()).filter(Boolean);
+  const primaryUrl = rawPrimary || rawCandidates[0] || "";
+  const seen = new Set<string>();
+  const finalUrls: string[] = [];
+  const rejected: { url: string; reason: string }[] = [];
+  if (primaryUrl) {
+    finalUrls.push(primaryUrl);
+    seen.add(imagePathKey(primaryUrl));
+  }
+  const primaryHmFamily = hmMediaFamily(primaryUrl);
+  const isHmLink = (() => {
+    try {
+      const host = new URL(String(candidate.sourceUrl ?? "")).hostname.toLowerCase();
+      return host === "hm.com" || host.endsWith(".hm.com");
+    } catch {
+      return false;
+    }
+  })();
+
+  for (const url of rawCandidates) {
+    if (!url || url === primaryUrl) continue;
+    const key = imagePathKey(url);
+    if (seen.has(key)) continue;
+    const family = hmMediaFamily(url);
+    const accepted =
+      isHmLink && sameRetailerImageHost(primaryUrl, url)
+        ? true
+        : primaryHmFamily && family
+        ? family === primaryHmFamily
+        : sameRetailerImageHost(primaryUrl, url) && finalUrls.length === 1;
+    console.log("[LINK_IMAGE_SECONDARY_VALIDATE]", {
+      sourceUrl: candidate.sourceUrl ?? null,
+      primaryUrl,
+      url,
+      accepted,
+      reason: accepted
+        ? isHmLink
+          ? "reviewed H&M product image set"
+          : primaryHmFamily
+          ? "same H&M media family"
+          : "same image host fallback"
+        : primaryHmFamily
+          ? "different H&M media family"
+          : "weak same-product evidence",
+    });
+    if (!accepted) {
+      rejected.push({
+        url,
+        reason: primaryHmFamily ? "different H&M media family" : "weak same-product evidence",
+      });
+      continue;
+    }
+    finalUrls.push(url);
+    seen.add(key);
+    if (finalUrls.length >= 6) break;
+  }
+
+  console.log("[LINK_IMAGE_FINAL_SET]", {
+    sourceUrl: candidate.sourceUrl ?? null,
+    primaryUrl,
+    finalUrls,
+    rejectedCount: rejected.length,
+    rejected: rejected.slice(0, 8),
+  });
+  return finalUrls;
+}
+
+function finalImageSetForCandidate(candidate: AuraCandidateItem) {
+  if (candidate.sourceType === "link") return buildFinalLinkImageSet(candidate);
+  const urls = [
+    candidate.primaryImageUrl,
+    ...(candidate.imageUrls ?? []),
+    ...(candidate.secondaryImageUrls ?? []),
+  ].map((url) => String(url ?? "").trim()).filter(Boolean);
+  return Array.from(new Set(urls));
+}
+
+function normalizeCandidateCategory(candidate: AuraCandidateItem) {
+  const rawCategory = normalizedText(candidate.category);
+  const rawSubcategory = normalizedText(candidate.subCategory);
+  const combined = `${rawCategory} ${rawSubcategory}`;
+
+  if (["top", "tops"].includes(rawCategory)) return "top";
+  if (["bottom", "bottoms"].includes(rawCategory)) return "bottom";
+  if (["outerwear"].includes(rawCategory)) return "outerwear";
+  if (["footwear", "shoes", "shoe"].includes(rawCategory)) return "footwear";
+  if (["one_piece", "dress", "dresses", "jumpsuit", "romper"].includes(rawCategory)) return "one_piece";
+  if (["accessory", "accessories"].includes(rawCategory)) return "accessory";
+
+  if (/\b(shirt|tee|tshirt|t-shirt|polo|blouse|tank|crop_top|sweater|hoodie)\b/.test(combined)) return "top";
+  if (/\b(pant|trouser|jean|short|skirt|legging)\b/.test(combined)) return "bottom";
+  if (/\b(jacket|coat|blazer|outerwear)\b/.test(combined)) return "outerwear";
+  if (/\b(sneaker|shoe|boot|loafer|heel|sandal)\b/.test(combined)) return "footwear";
+  if (/\b(dress|jumpsuit|romper)\b/.test(combined)) return "one_piece";
+  if (/\b(watch|bag|handbag|cap|hat|sunglasses|glasses|necklace|chain|bracelet|ring|earring|belt|scarf|perfume)\b/.test(combined)) {
+    return "accessory";
+  }
+
+  return "top";
+}
+
+function withTimeout<T>(promise: Promise<T>, timeoutMs: number, label: string) {
+  return Promise.race<T>([
+    promise,
+    new Promise<T>((_, reject) => {
+      setTimeout(() => reject(new Error(`${label} timed out.`)), timeoutMs);
+    }),
+  ]);
+}
+
+async function prepareAuraCandidateCutout(params: {
+  uid: string;
+  candidateId: string;
+  localPhoto: AuraCandidateLocalPhoto;
+  category: string;
+  subCategory?: string | null;
+}) {
+  const { uid, candidateId, localPhoto, category, subCategory } = params;
+  const localUri = normalizeFileUri(localPhoto.localUri);
+  if (!localUri) return null;
+
+  try {
+    console.log(AURA_CUTOUT_LOG, "starting client cutout for AURA candidate", {
+      uid,
+      candidateId,
+      hasAttachmentUri: !!localPhoto.attachmentUri,
+      width: localPhoto.width ?? null,
+      height: localPhoto.height ?? null,
+    });
+    const cutout = await withTimeout(
+      removeBackground(localUri, {
+        threshold: 0.6,
+        cleanupRadius: 2,
+        feather: 1,
+        edgeTighten: 0.03,
+        edgePolish: 0.5,
+        maskToAlpha: true,
+      }),
+      AURA_CUTOUT_TIMEOUT_MS,
+      "AURA background removal"
+    );
+    const usableCutout =
+      cutout.uri &&
+      cutout.uri !== localUri &&
+      cutout.hasTransparency &&
+      cutout.transparentPixelRatio >= MIN_USABLE_CUTOUT_TRANSPARENCY;
+    const canNormalizePrimary =
+      !!cutout.contentBounds && !!cutout.width && !!cutout.height && !!(cutout.uri || localUri);
+    console.log(AURA_CUTOUT_LOG, "client cutout finished", {
+      uid,
+      candidateId,
+      usableCutout,
+      canNormalizePrimary,
+      hasTransparency: cutout.hasTransparency,
+      transparentPixelRatio: cutout.transparentPixelRatio,
+      hasContentBounds: !!cutout.contentBounds,
+    });
+    if (!usableCutout && !canNormalizePrimary) return null;
+
+    const visualNormalization =
+      cutout.contentBounds && cutout.width && cutout.height
+        ? await analyzeCutoutVisualNormalization({
+            contentBounds: cutout.contentBounds,
+            imageWidth: cutout.width,
+            imageHeight: cutout.height,
+            category,
+            subCategory: subCategory ?? null,
+          })
+        : null;
+    const normalizedCutout = canNormalizePrimary
+      ? await normalizeCutoutImage({
+          cutoutUri: cutout.uri || localUri,
+          contentBounds: cutout.contentBounds,
+          imageWidth: cutout.width,
+          imageHeight: cutout.height,
+          category,
+          subCategory: subCategory ?? null,
+        })
+      : null;
+
+    return {
+      cleanedLocalUri: usableCutout ? cutout.uri : normalizedCutout?.uri ?? null,
+      normalizedLocalUri: normalizedCutout?.uri ?? null,
+      visualNormalization,
+    };
+  } catch (error) {
+    console.log(AURA_CUTOUT_LOG, "client cutout failed; saving original only", {
+      uid,
+      candidateId,
+      errorMessage: error instanceof Error ? error.message : String(error),
+      error,
+    });
+    return null;
+  }
+}
+
+async function downloadCandidateImageToLocal(params: {
+  uid: string;
+  candidateId: string;
+  imageUrl: string;
+}): Promise<AuraCandidateLocalPhoto | null> {
+  const url = String(params.imageUrl ?? "").trim();
+  if (!/^https?:\/\//i.test(url)) {
+    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+      uid: params.uid,
+      candidateId: params.candidateId,
+      reason: "primary image URL is not http/https",
+      imageUrl: url || null,
+    });
+    return null;
+  }
+  if (!fileSystemCacheDirectory || !fileSystem.downloadAsync) {
+    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+      uid: params.uid,
+      candidateId: params.candidateId,
+      reason: "expo file downloader unavailable",
+      hasCacheDirectory: !!fileSystemCacheDirectory,
+      hasDownloadAsync: !!fileSystem.downloadAsync,
+    });
+    return null;
+  }
+  try {
+    const destination = `${fileSystemCacheDirectory}aura-${params.candidateId}-${Date.now()}.jpg`;
+    console.log(AURA_CUTOUT_LOG, "downloading remote candidate image for cutout", {
+      uid: params.uid,
+      candidateId: params.candidateId,
+      url,
+    });
+    const result = await fileSystem.downloadAsync(url, destination);
+    return {
+      localUri: result.uri,
+      attachmentUri: url,
+      width: null,
+      height: null,
+    };
+  } catch (error) {
+    console.log(AURA_CUTOUT_LOG, "remote candidate download failed", {
+      uid: params.uid,
+      candidateId: params.candidateId,
+      errorMessage: error instanceof Error ? error.message : String(error),
+      error,
+    });
+    return null;
+  }
+}
+
+export async function createAuraItemDraftsFromCandidates(params: {
+  uid: string;
+  candidates: AuraCandidateItem[];
+  prompt: string;
+  mode: "pending" | "awaiting_confirmation";
+  localPhotosByCandidateId?: Record<string, AuraCandidateLocalPhoto | undefined>;
+}) {
+  const { uid, candidates, prompt, mode, localPhotosByCandidateId = {} } = params;
+  const created: { itemId: string; imageCount: number; candidateId: string }[] = [];
+
+  console.log(AURA_DRAFT_LOG, "creating item drafts from AURA candidates", {
+    uid,
+    mode,
+    candidateCount: candidates.length,
+  });
+
+  for (const candidate of candidates) {
+    const normalizedLinkFields =
+      candidate.sourceType === "link" ? normalizeLinkBrandAndTitle(candidate) : null;
+    console.log("[LINK_IMAGE_SOURCE]", {
+      sourceUrl: candidate.sourceUrl ?? null,
+      candidateId: candidate.candidateId,
+      primaryImageUrl: candidate.primaryImageUrl ?? null,
+      imageUrls: candidate.imageUrls ?? [],
+      secondaryImageUrls: candidate.secondaryImageUrls ?? [],
+    });
+    const uniqueUrls = finalImageSetForCandidate(candidate);
+    const primaryUrl = uniqueUrls[0];
+    if (!primaryUrl) continue;
+    const records = uniqueUrls.map((url, index) => imageRecordForUrl(url, index === 0));
+    const now = Date.now();
+    const sourceHash = uniqueUrls.join("|");
+    const draftState = mode === "awaiting_confirmation" ? "draft" : "photo_uploaded";
+    const ingestionStatus = "pending";
+    const category = normalizeCandidateCategory(candidate);
+    const matchedLocalPhoto = localPhotosByCandidateId[candidate.candidateId];
+    const localPhoto = matchedLocalPhoto ?? undefined;
+    const docRef = doc(collection(db, "users", uid, "items"));
+    const payload = {
+      isDraft: true,
+      draftState,
+      auraCandidateState: mode === "awaiting_confirmation" ? "candidate" : "confirmed",
+      itemLifecycleStatus: mode === "awaiting_confirmation" ? "candidate" : "processing",
+      status: "AVAILABLE",
+      category,
+      subCategory: candidate.subCategory || "",
+      wearCountSinceWash: 0,
+      ingestionStatus,
+      ingestion: {
+        status: ingestionStatus,
+        lastRunAt: now,
+      },
+      ingestionSource: {
+        sourceHash,
+        sourceType: candidateSourceType(candidate),
+        candidateId: candidate.candidateId,
+        ...(candidate.sourceUrl ? { sourceUrl: candidate.sourceUrl } : {}),
+      },
+      source: candidateSourceType(candidate),
+      ...(candidate.sourceUrl ? { sourceUrl: candidate.sourceUrl } : {}),
+      auraPrompt: prompt,
+      auraCandidate: candidate,
+      name: normalizedLinkFields?.title ?? candidate.title ?? "",
+      brand: normalizedLinkFields?.brand ?? candidate.brand ?? "",
+      colorLabel: candidate.color || "",
+      displayColor: candidate.color || null,
+      material: candidate.material || null,
+      pattern: candidate.pattern || null,
+      fit: candidate.fit || null,
+      images: records,
+      imageUrls: uniqueUrls,
+      originalImageUrl: primaryUrl,
+      cleanedImageUrl: null,
+      photoUrl: primaryUrl,
+      cleanedSource: null,
+      photos: {
+        originalUrl: primaryUrl,
+        primaryUrl: primaryUrl,
+        urls: uniqueUrls,
+        images: records,
+      },
+      primaryImageProcessingStatus: mode === "pending" ? "processing" : "idle",
+      primaryImageProcessingError: null,
+      primaryImageProcessingStartedAt: mode === "pending" ? now : null,
+      primaryImageProcessedAt: null,
+      createdAt: now,
+      updatedAt: now,
+    };
+    console.log(AURA_DRAFT_LOG, "confirming AURA candidate item", {
+      uid,
+      path: `users/${uid}/items/{new}`,
+      mode,
+      createMode: "addDoc",
+      payloadKeys: Object.keys(payload),
+      candidateId: candidate.candidateId,
+      rawCategory: candidate.category ?? null,
+      rawSubCategory: candidate.subCategory ?? null,
+      category,
+      hasLocalPhoto: !!localPhoto?.localUri,
+      hasCleanedUrl: false,
+    });
+    await setDoc(docRef, payload);
+    if (candidate.sourceType === "link") {
+      console.log("[LINK_IMAGE_CLEANUP]", {
+        uid,
+        candidateId: candidate.candidateId,
+        selectedPrimaryImage: primaryUrl,
+        hasLocalPhoto: !!localPhoto?.localUri,
+        cleanedOutputUrl: null,
+        finalPrimaryUrl: primaryUrl,
+      });
+      console.log("[LINK_IMAGE_SAVE]", {
+        uid,
+        candidateId: candidate.candidateId,
+        primaryUrl,
+        imageUrls: uniqueUrls,
+        savedFields: {
+          originalImageUrl: primaryUrl,
+          photoUrl: primaryUrl,
+          photosPrimaryUrl: primaryUrl,
+          cleanedImageUrl: null,
+        },
+      });
+      console.log("[LINK_IMAGE_SAVE_SET]", {
+        uid,
+        candidateId: candidate.candidateId,
+        rawCandidateImageCount: [
+          candidate.primaryImageUrl,
+          ...(candidate.imageUrls ?? []),
+          ...(candidate.secondaryImageUrls ?? []),
+        ].filter(Boolean).length,
+        finalImageCount: uniqueUrls.length,
+        finalImageUrls: uniqueUrls,
+      });
+      console.log("[LINK_SAVE_FIELDS]", {
+        uid,
+        candidateId: candidate.candidateId,
+        brand: payload.brand,
+        title: payload.name,
+        category: payload.category,
+        subCategory: payload.subCategory,
+        originalImageUrl: payload.originalImageUrl,
+        cleanedImageUrl: payload.cleanedImageUrl,
+        photoUrl: payload.photoUrl,
+        photosPrimaryUrl: payload.photos.primaryUrl,
+      });
+    }
+    if (mode === "pending") {
+      void runPostSavePrimaryImageCutout({
+        uid,
+        itemId: docRef.id,
+        candidateId: candidate.candidateId,
+        sourceType: candidate.sourceType,
+        primaryUrl,
+        secondaryUrls: uniqueUrls.slice(1),
+        category,
+        subCategory: candidate.subCategory,
+        localPhoto,
+      }).catch((error) => {
+        console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+          uid,
+          itemId: docRef.id,
+          candidateId: candidate.candidateId,
+          reason: error instanceof Error ? error.message : String(error),
+          error,
+        });
+      });
+    }
+    created.push({
+      itemId: docRef.id,
+      imageCount: uniqueUrls.length,
+      candidateId: candidate.candidateId,
+    });
+  }
+
+  if (!created.length) {
+    throw new Error("No wardrobe drafts were created from these item previews.");
+  }
+
+  console.log(AURA_DRAFT_LOG, "candidate draft creation finished", {
+    uid,
+    created,
+  });
+  return created;
+}
diff --git a/src/lib/auraIntent.ts b/src/lib/auraIntent.ts
new file mode 100644
index 0000000..a96b562
--- /dev/null
+++ b/src/lib/auraIntent.ts
@@ -0,0 +1,89 @@
+import type { ChatAttachment, ChatAttachmentGroupRole } from "@/src/components/ai/chatTypes";
+
+export type AuraImageIntent =
+  | "general_chat"
+  | "style_advice"
+  | "analyze_image"
+  | "identify_item"
+  | "add_item"
+  | "add_items_batch"
+  | "analyze_link"
+  | "add_from_link"
+  | "add_from_links_batch"
+  | "compare_items"
+  | "build_outfit";
+
+export type ExtractedAuraUrl = {
+  raw: string;
+  normalized: string;
+};
+
+const ADD_RE = /\b(add|save|store|put|upload|log)\b.*\b(closet|wardrobe|item|items|these|this)\b|\b(add|save)\s+(this|these|all)\b/i;
+const BATCH_RE = /\b(these|all|each|separate|multiple|items)\b/i;
+const COMPARE_RE = /\b(compare|which one|better|pick between|versus|vs\.?)\b/i;
+const OUTFIT_RE = /\b(outfit|look|style me|wear|fit|build)\b/i;
+const IDENTIFY_RE = /\b(what is this|identify|brand|material|what item|what are these)\b/i;
+const URL_RE = /\bhttps?:\/\/[^\s<>"')\]]+/gi;
+const TRAILING_PUNCTUATION_RE = /[.,!?;:]+$/;
+
+export function extractUrlsFromText(text: string): ExtractedAuraUrl[] {
+  const matches = String(text ?? "").match(URL_RE) ?? [];
+  const seen = new Set<string>();
+  const urls: ExtractedAuraUrl[] = [];
+
+  for (const match of matches) {
+    const raw = match.replace(TRAILING_PUNCTUATION_RE, "");
+    try {
+      const parsed = new URL(raw);
+      if (parsed.protocol !== "http:" && parsed.protocol !== "https:") continue;
+      parsed.hash = "";
+      const normalized = parsed.toString();
+      if (seen.has(normalized)) continue;
+      seen.add(normalized);
+      urls.push({ raw, normalized });
+    } catch {
+      // Ignore malformed URL-like text; server validation is authoritative.
+    }
+  }
+
+  return urls;
+}
+
+export function classifyAuraImageIntent(
+  text: string,
+  attachments: ChatAttachment[],
+): AuraImageIntent {
+  const prompt = text.trim();
+  const urls = extractUrlsFromText(prompt);
+  if (urls.length > 0 && ADD_RE.test(prompt)) {
+    return urls.length > 1 || BATCH_RE.test(prompt)
+      ? "add_from_links_batch"
+      : "add_from_link";
+  }
+  if (urls.length > 0) return "analyze_link";
+
+  const imageAttachments = attachments.filter((attachment) => attachment.type === "image");
+  if (!imageAttachments.length) return OUTFIT_RE.test(prompt) ? "build_outfit" : "general_chat";
+
+  const grouping = imageAttachments[0]?.role;
+  if (ADD_RE.test(prompt)) {
+    if (
+      imageAttachments.length > 1 &&
+      (grouping === "separate_items" || BATCH_RE.test(prompt))
+    ) {
+      return "add_items_batch";
+    }
+    return "add_item";
+  }
+
+  if (COMPARE_RE.test(prompt) && imageAttachments.length > 1) return "compare_items";
+  if (OUTFIT_RE.test(prompt)) return "style_advice";
+  if (IDENTIFY_RE.test(prompt)) return "identify_item";
+  return "analyze_image";
+}
+
+export function getAttachmentGroupingLabel(role?: ChatAttachmentGroupRole | null) {
+  if (role === "same_item") return "Same item";
+  if (role === "separate_items") return "Separate items";
+  return "Reference";
+}
diff --git a/src/lib/auraLooks.ts b/src/lib/auraLooks.ts
index 7a41ac5..4736e09 100644
--- a/src/lib/auraLooks.ts
+++ b/src/lib/auraLooks.ts
@@ -1,6 +1,13 @@
 import { collection, doc, getDocs, limit, orderBy, query, setDoc } from "firebase/firestore";
 
-import { db } from "@/src/lib/firebase";
+import {
+  buildAuraLookSnapshot,
+  buildStableAuraLookId,
+  cleanAuraString,
+  getAuraLookItemIds,
+} from "@/src/lib/auraLookDocument";
+import { logAuraLookStyleEvent } from "@/src/lib/auraMemory";
+import { auth, db } from "@/src/lib/firebase";
 import type { AuraLook } from "@/src/types/aura";
 import type { PlannedOutfit } from "@/src/utils/dailyOutfits";
 
@@ -12,15 +19,23 @@ export type SavedAuraLookRecord = {
   updatedAt: number;
 };
 
+export type SavedAuraOutfitRecord = {
+  id: string;
+  title: string;
+  createdAt: number;
+  updatedAt: number;
+  source: "aura_swipe" | "aura";
+  sessionId: string | null;
+  itemIds: string[];
+  stylingNote: string;
+  previewImageUrls: string[];
+  outfitSnapshot: ReturnType<typeof buildAuraLookSnapshot>;
+};
+
 function savedLooksCollection(uid: string) {
   return collection(db, "users", uid, "savedLooks");
 }
 
-function cleanString(value: unknown) {
-  const text = String(value ?? "").trim();
-  return text || "";
-}
-
 export function auraLookToPlannedOutfit(look: AuraLook): PlannedOutfit {
   const roleMap = look.pieces.reduce<Record<string, string>>((acc, piece) => {
     if (piece.source !== "closet" || !piece.itemId) return acc;
@@ -34,7 +49,7 @@ export function auraLookToPlannedOutfit(look: AuraLook): PlannedOutfit {
   return {
     itemsByCategory: roleMap,
     score: 0.86,
-    reasons: [look.shortExplanation, cleanString(look.stylingNote)].filter(Boolean),
+    reasons: [look.shortExplanation, cleanAuraString(look.stylingNote)].filter(Boolean),
     createdAt: Date.now(),
   };
 }
@@ -48,11 +63,12 @@ export async function saveAuraLook(
   const now = Date.now();
   const payload = {
     look,
-    title: cleanString(options?.title) || cleanString(look.lookTitle) || "Saved look",
+    title: cleanAuraString(options?.title) || cleanAuraString(look.lookTitle) || "Saved look",
     createdAt: now,
     updatedAt: now,
   };
   await setDoc(ref, payload, { merge: true });
+  void logAuraLookStyleEvent(uid, "outfit_saved", look, { source: "aura" });
   return { id: ref.id, ...payload } satisfies SavedAuraLookRecord;
 }
 
@@ -65,8 +81,61 @@ export async function loadLatestSavedAuraLook(uid: string) {
   return {
     id: docSnap.id,
     look: data.look as AuraLook,
-    title: cleanString(data.title) || cleanString((data.look as AuraLook).lookTitle) || "Saved look",
+    title: cleanAuraString(data.title) || cleanAuraString((data.look as AuraLook).lookTitle) || "Saved look",
     createdAt: typeof data.createdAt === "number" ? data.createdAt : Date.now(),
     updatedAt: typeof data.updatedAt === "number" ? data.updatedAt : Date.now(),
   } satisfies SavedAuraLookRecord;
 }
+
+export async function saveAuraFavoriteOutfit(
+  uid: string,
+  look: AuraLook,
+  options?: {
+    source?: "aura_swipe" | "aura";
+    sessionId?: string | null;
+    title?: string | null;
+  },
+) {
+  const id = buildStableAuraLookId("saved", look);
+  const authUid = auth.currentUser?.uid ?? null;
+  if (!authUid) {
+    console.warn("No user auth, skipping remote save");
+    return null;
+  }
+  if (authUid !== uid) {
+    console.warn("Auth UID mismatch, skipping remote save", { authUid, uid });
+    return null;
+  }
+
+  const ref = doc(savedLooksCollection(uid), id);
+  const now = Date.now();
+  const payload = {
+    id,
+    title: cleanAuraString(options?.title) || cleanAuraString(look.lookTitle) || "Saved outfit",
+    createdAt: now,
+    updatedAt: now,
+    source: options?.source ?? "aura_swipe",
+    sessionId: cleanAuraString(options?.sessionId) || null,
+    itemIds: getAuraLookItemIds(look),
+    stylingNote: cleanAuraString(look.stylingNote),
+    previewImageUrls: (look.pieces ?? [])
+      .map((piece) => cleanAuraString(piece.imageUrl))
+      .filter(Boolean)
+      .slice(0, 4),
+    outfitSnapshot: buildAuraLookSnapshot(look),
+    look,
+  };
+  console.log("Saving look for uid:", uid, "look:", id, "path:", `users/${uid}/savedLooks/${id}`);
+  try {
+    await setDoc(ref, payload, { merge: true });
+  } catch (e) {
+    console.error("SAVE LOOK ERROR:", e);
+    throw e;
+  }
+  void logAuraLookStyleEvent(uid, "outfit_saved", look, {
+    source: options?.source === "aura_swipe" ? "aura" : (options?.source ?? "aura"),
+  });
+  return {
+    ...payload,
+  } satisfies SavedAuraOutfitRecord;
+}
diff --git a/src/lib/auraMemory.ts b/src/lib/auraMemory.ts
new file mode 100644
index 0000000..5b2f247
--- /dev/null
+++ b/src/lib/auraMemory.ts
@@ -0,0 +1,396 @@
+import {
+  collection,
+  doc,
+  getDoc,
+  getDocs,
+  limit,
+  orderBy,
+  query,
+  setDoc,
+} from "firebase/firestore";
+
+import { db } from "@/src/lib/firebase";
+import type { AuraLook } from "@/src/types/aura";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { WornOutfit } from "@/src/utils/dailyOutfits";
+import {
+  AURA_MEMORY_VERSION,
+  LEARNED_STYLE_MEMORY_DOC_ID,
+  SESSION_CONTEXT_DOC_ID,
+  STYLE_PROFILE_DOC_ID,
+  buildStyleProfileFromLegacyPreferences,
+  computeLearnedStyleMemory,
+  emptyLearnedStyleMemory,
+  normalizeAuraSessionContext,
+  normalizeLearnedStyleMemory,
+  normalizeStyleEvent,
+  normalizeStyleProfile,
+  type AuraSessionContext,
+  type LearnedStyleMemory,
+  type StyleEvent,
+  type StyleEventDerivedTraits,
+  type StyleEventOutfit,
+  type StyleEventType,
+  type StyleProfile,
+} from "@/shared/auraMemory";
+
+function userDocRef(uid: string) {
+  return doc(db, "users", uid);
+}
+
+function profileDocRef(uid: string, docId: string) {
+  return doc(db, "users", uid, "profile", docId);
+}
+
+function sessionContextDocRef(uid: string, chatId: string) {
+  return doc(db, "users", uid, "aiChats", chatId, "sessionContext", SESSION_CONTEXT_DOC_ID);
+}
+
+function styleEventsCollection(uid: string) {
+  return collection(db, "users", uid, "styleEvents");
+}
+
+function cleanString(value: unknown) {
+  const next = String(value ?? "").trim();
+  return next || null;
+}
+
+function normalizeToken(value: unknown) {
+  return cleanString(value)?.toLowerCase().replace(/[_-]+/g, " ").replace(/\s+/g, " ") ?? null;
+}
+
+function uniqueTokens(values: (string | null | undefined)[], limit = 8) {
+  const seen = new Set<string>();
+  const next: string[] = [];
+  for (const value of values) {
+    const token = normalizeToken(value);
+    if (!token || seen.has(token)) continue;
+    seen.add(token);
+    next.push(token);
+    if (next.length >= limit) break;
+  }
+  return next;
+}
+
+function itemDocRef(uid: string, itemId: string) {
+  return doc(db, "users", uid, "items", itemId);
+}
+
+function normalizeCategory(value?: string | null) {
+  const token = normalizeToken(value);
+  if (!token) return null;
+
+  if (["tee", "t shirt", "tshirt", "shirt", "blouse", "tank", "polo", "sweater", "hoodie"].includes(token)) {
+    return token;
+  }
+  if (["jacket", "coat", "blazer", "outerwear"].includes(token)) return token;
+  if (["jeans", "trousers", "pants", "shorts", "skirt", "bottom"].includes(token)) return token;
+  if (["sneakers", "sneaker", "boots", "boot", "loafer", "loafers", "heels", "heel", "sandals", "sandal", "shoes", "footwear"].includes(token)) {
+    return token;
+  }
+  return token;
+}
+
+function pickItemColor(item: Partial<ClothingItem>) {
+  return (
+    cleanString(item.aiColorLabel) ||
+    cleanString(item.aiColors?.[0]) ||
+    cleanString(item.colors?.[0]) ||
+    cleanString(item.colorLabel) ||
+    cleanString(item.primaryColor)
+  );
+}
+
+function deriveTraitsFromItems(
+  items: ClothingItem[],
+  options?: {
+    formula?: string | null;
+    vibe?: string[] | null;
+    occasion?: string | null;
+  }
+): StyleEventDerivedTraits {
+  const colors = uniqueTokens(items.map((item) => pickItemColor(item)), 6);
+  const categories = uniqueTokens(
+    items.map((item) => normalizeCategory(item.subCategory) ?? normalizeCategory(item.category)),
+    6
+  );
+  const fits = uniqueTokens(
+    items.flatMap((item) => [
+      normalizeToken(item.fit),
+      normalizeToken(item.rise),
+      normalizeToken(item.legShape),
+    ]),
+    6
+  );
+  const brands = uniqueTokens(items.map((item) => cleanString(item.brand)), 4);
+  const vibe = uniqueTokens(options?.vibe ?? [], 4);
+
+  const derivedTraits: StyleEventDerivedTraits = {};
+  if (colors.length) derivedTraits.colors = colors;
+  if (categories.length) derivedTraits.categories = categories;
+  if (fits.length) derivedTraits.fits = fits;
+  if (brands.length) derivedTraits.brands = brands;
+  if (options?.formula) derivedTraits.formula = normalizeToken(options.formula) ?? undefined;
+  if (vibe.length) derivedTraits.vibe = vibe;
+  if (options?.occasion) derivedTraits.occasion = normalizeToken(options.occasion) ?? undefined;
+  return derivedTraits;
+}
+
+function lookFormula(look: AuraLook) {
+  const roles = [
+    look.pieces.some((piece) => piece.role === "outerwear") ? "outerwear" : null,
+    look.pieces.some((piece) => piece.role === "top") ? "top" : null,
+    look.pieces.some((piece) => piece.role === "bottom") ? "bottom" : null,
+    look.pieces.some((piece) => piece.role === "shoes") ? "shoes" : null,
+    look.pieces.some((piece) => piece.role === "accessory") ? "accessory" : null,
+  ].filter(Boolean);
+  return roles.join(" + ");
+}
+
+function buildLookOutfit(look: AuraLook): StyleEventOutfit {
+  const firstPieceIdForRole = (role: AuraLook["pieces"][number]["role"]) =>
+    look.pieces.find((piece) => piece.role === role && piece.itemId)?.itemId;
+
+  const accessories = look.pieces
+    .filter((piece) => piece.role === "accessory" && piece.itemId)
+    .map((piece) => piece.itemId as string);
+
+  return {
+    top: firstPieceIdForRole("top") ?? undefined,
+    outerwear: firstPieceIdForRole("outerwear") ?? undefined,
+    bottom: firstPieceIdForRole("bottom") ?? undefined,
+    footwear: firstPieceIdForRole("shoes") ?? undefined,
+    accessories: accessories.length ? accessories : undefined,
+  };
+}
+
+async function loadItemsByIds(uid: string, itemIds: string[]) {
+  const ids = Array.from(new Set(itemIds.map((id) => String(id ?? "").trim()).filter(Boolean)));
+  const snaps = await Promise.all(ids.map((itemId) => getDoc(itemDocRef(uid, itemId))));
+  return snaps
+    .filter((snap) => snap.exists())
+    .map((snap) => ({ ...(snap.data() as ClothingItem), id: snap.id }));
+}
+
+function buildSessionPatchFromPrompt(prompt: string) {
+  const text = prompt.toLowerCase();
+  const currentConstraints = uniqueTokens([
+    text.includes("only my closet") || text.includes("use my closet") ? "closet first" : null,
+    text.includes("dressier") ? "dressier" : null,
+    text.includes("casual") ? "casual" : null,
+    text.includes("comfortable") ? "comfortable" : null,
+    text.includes("weather") ? "weather aware" : null,
+  ], 4);
+  const currentOccasion = (() => {
+    if (text.includes("date")) return "date night";
+    if (text.includes("office") || text.includes("work")) return "work";
+    if (text.includes("wedding")) return "wedding";
+    if (text.includes("travel")) return "travel";
+    if (text.includes("party")) return "party";
+    if (text.includes("brunch")) return "brunch";
+    if (text.includes("gym")) return "gym";
+    return null;
+  })();
+  const vibeForThisSession = (() => {
+    if (text.includes("clean")) return "clean";
+    if (text.includes("sharp")) return "sharp";
+    if (text.includes("layered")) return "layered";
+    if (text.includes("bold")) return "bold";
+    if (text.includes("minimal")) return "minimal";
+    return null;
+  })();
+
+  return {
+    ...(currentOccasion ? { currentOccasion } : {}),
+    ...(currentConstraints.length ? { currentConstraints } : {}),
+    ...(vibeForThisSession ? { vibeForThisSession } : {}),
+  };
+}
+
+export async function loadStyleProfile(uid: string) {
+  const explicitSnap = await getDoc(profileDocRef(uid, STYLE_PROFILE_DOC_ID));
+  if (explicitSnap.exists()) {
+    return normalizeStyleProfile(explicitSnap.data());
+  }
+
+  const userSnap = await getDoc(userDocRef(uid));
+  const profilePreferences = userSnap.data()?.profilePreferences;
+  return buildStyleProfileFromLegacyPreferences(profilePreferences);
+}
+
+export async function saveStyleProfile(uid: string, profile: StyleProfile) {
+  const normalized = normalizeStyleProfile(profile, { version: AURA_MEMORY_VERSION });
+  const now = Date.now();
+  const payload = {
+    ...normalized,
+    version: AURA_MEMORY_VERSION,
+    updatedAt: now,
+  } satisfies StyleProfile;
+  await setDoc(profileDocRef(uid, STYLE_PROFILE_DOC_ID), payload, { merge: true });
+  return payload;
+}
+
+export async function loadLearnedStyleMemory(uid: string) {
+  const snap = await getDoc(profileDocRef(uid, LEARNED_STYLE_MEMORY_DOC_ID));
+  return snap.exists() ? normalizeLearnedStyleMemory(snap.data()) : emptyLearnedStyleMemory();
+}
+
+export async function saveLearnedStyleMemory(uid: string, learned: LearnedStyleMemory) {
+  const normalized = normalizeLearnedStyleMemory(learned);
+  const payload = {
+    ...normalized,
+    version: AURA_MEMORY_VERSION,
+    updatedAt: Date.now(),
+  } satisfies LearnedStyleMemory;
+  await setDoc(profileDocRef(uid, LEARNED_STYLE_MEMORY_DOC_ID), payload, { merge: true });
+  return payload;
+}
+
+export async function loadAuraSessionContext(uid: string, chatId: string) {
+  const snap = await getDoc(sessionContextDocRef(uid, chatId));
+  return snap.exists() ? normalizeAuraSessionContext(snap.data()) : null;
+}
+
+export async function saveAuraSessionContext(uid: string, chatId: string, session: AuraSessionContext) {
+  const normalized = normalizeAuraSessionContext(session) ?? {
+    updatedAt: Date.now(),
+  };
+  await setDoc(
+    sessionContextDocRef(uid, chatId),
+    {
+      ...normalized,
+      updatedAt: Date.now(),
+    },
+    { merge: true }
+  );
+  return loadAuraSessionContext(uid, chatId);
+}
+
+export async function mergeAuraSessionContext(
+  uid: string,
+  chatId: string,
+  patch: Partial<AuraSessionContext>
+) {
+  const current = await loadAuraSessionContext(uid, chatId);
+  const mergedBase: AuraSessionContext = {
+    ...(current ?? { updatedAt: 0 }),
+    ...patch,
+    updatedAt: Date.now(),
+  };
+  const merged = normalizeAuraSessionContext({
+    ...mergedBase,
+    currentConstraints: patch.currentConstraints ?? current?.currentConstraints ?? [],
+    selectedItems: patch.selectedItems ?? current?.selectedItems ?? [],
+  }) ?? { updatedAt: Date.now() };
+  await setDoc(sessionContextDocRef(uid, chatId), merged, { merge: true });
+  return merged;
+}
+
+export async function updateAuraSessionContextFromPrompt(uid: string, chatId: string, prompt: string) {
+  return mergeAuraSessionContext(uid, chatId, {
+    ...buildSessionPatchFromPrompt(prompt),
+    expiresAt: Date.now() + 1000 * 60 * 60 * 24,
+  });
+}
+
+export async function recomputeLearnedStyleMemory(uid: string, maxEvents = 200) {
+  const snap = await getDocs(
+    query(styleEventsCollection(uid), orderBy("createdAt", "desc"), limit(maxEvents))
+  );
+  const events = snap.docs
+    .map((docSnap) => normalizeStyleEvent(docSnap.data()))
+    .filter((event): event is StyleEvent => !!event);
+  const learned = computeLearnedStyleMemory(events, Date.now());
+  await saveLearnedStyleMemory(uid, learned);
+  return learned;
+}
+
+export async function logStyleEvent(uid: string, event: StyleEvent) {
+  const ref = doc(styleEventsCollection(uid));
+  const normalized = normalizeStyleEvent({
+    ...event,
+    createdAt: typeof event.createdAt === "number" ? event.createdAt : Date.now(),
+  });
+  if (!normalized) {
+    throw new Error("Invalid style event");
+  }
+  await setDoc(ref, normalized);
+  await recomputeLearnedStyleMemory(uid);
+  return {
+    id: ref.id,
+    ...normalized,
+  };
+}
+
+export async function logAuraLookStyleEvent(
+  uid: string,
+  type: Extract<StyleEventType, "outfit_saved" | "outfit_liked" | "outfit_disliked" | "more_like_this" | "less_like_this">,
+  look: AuraLook,
+  options?: {
+    source?: StyleEvent["source"];
+    occasion?: string | null;
+  }
+) {
+  const closetItemIds = look.pieces
+    .filter((piece) => piece.source === "closet" && piece.itemId)
+    .map((piece) => piece.itemId as string);
+  const items = await loadItemsByIds(uid, closetItemIds);
+  return logStyleEvent(uid, {
+    type,
+    itemIds: closetItemIds,
+    outfit: buildLookOutfit(look),
+    derivedTraits: deriveTraitsFromItems(items, {
+      formula: lookFormula(look),
+      vibe: look.vibe.split(/[,/]/g).map((entry) => entry.trim()).filter(Boolean),
+      occasion: options?.occasion ?? null,
+    }),
+    source: options?.source ?? "aura",
+    createdAt: Date.now(),
+  });
+}
+
+export async function logWornOutfitStyleEvent(uid: string, wornOutfit: WornOutfit) {
+  const itemIds = [
+    wornOutfit.itemsByCategory.outerwear,
+    wornOutfit.itemsByCategory.top,
+    wornOutfit.itemsByCategory.bottom,
+    wornOutfit.itemsByCategory.shoes,
+  ].filter(Boolean) as string[];
+  const items = await loadItemsByIds(uid, itemIds);
+  return logStyleEvent(uid, {
+    type: "outfit_worn",
+    itemIds,
+    outfit: {
+      outerwear: wornOutfit.itemsByCategory.outerwear,
+      top: wornOutfit.itemsByCategory.top,
+      bottom: wornOutfit.itemsByCategory.bottom,
+      footwear: wornOutfit.itemsByCategory.shoes,
+    },
+    derivedTraits: deriveTraitsFromItems(items, {
+      formula: [
+        wornOutfit.itemsByCategory.outerwear ? "outerwear" : null,
+        wornOutfit.itemsByCategory.top ? "top" : null,
+        wornOutfit.itemsByCategory.bottom ? "bottom" : null,
+        wornOutfit.itemsByCategory.shoes ? "shoes" : null,
+      ]
+        .filter(Boolean)
+        .join(" + "),
+    }),
+    source: "planner",
+    createdAt: wornOutfit.wornAt,
+  });
+}
+
+export async function logItemStyleEvent(
+  uid: string,
+  type: Extract<StyleEventType, "item_added" | "item_favorited" | "item_worn">,
+  item: ClothingItem
+) {
+  return logStyleEvent(uid, {
+    type,
+    itemIds: [item.id],
+    derivedTraits: deriveTraitsFromItems([item]),
+    source: "closet",
+    createdAt: Date.now(),
+  });
+}
diff --git a/src/lib/auraOutfitFeedback.ts b/src/lib/auraOutfitFeedback.ts
new file mode 100644
index 0000000..9739d3f
--- /dev/null
+++ b/src/lib/auraOutfitFeedback.ts
@@ -0,0 +1,219 @@
+import {
+  collection,
+  doc,
+  getDoc,
+  getDocs,
+  limit,
+  orderBy,
+  query,
+  setDoc,
+} from "firebase/firestore";
+
+import { auth, db } from "@/src/lib/firebase";
+import {
+  type AuraLookSnapshot,
+  buildAuraLookSnapshot,
+  buildStableAuraLookId,
+  cleanAuraString,
+  getAuraLookItemIds,
+  hashAuraText,
+} from "@/src/lib/auraLookDocument";
+import type { AuraLook, AuraLookOptionMeta } from "@/src/types/aura";
+
+export type OutfitFeedbackType =
+  | "outfit_liked"
+  | "outfit_disliked"
+  | "outfit_favorited"
+  | "outfit_skipped";
+
+export type OutfitFeedbackSnapshot = AuraLookSnapshot;
+
+export type OutfitFeedbackRecord = {
+  id: string;
+  feedbackType: OutfitFeedbackType;
+  createdAt: number;
+  updatedAt: number;
+  source: "aura" | "aura_swipe";
+  sessionId: string | null;
+  chatId: string | null;
+  messageId: string | null;
+  optionIndex: number | null;
+  optionLabel: string;
+  optionId: string;
+  batchPosition: number | null;
+  directionLabel: string | null;
+  itemIds: string[];
+  title: string;
+  stylingNote: string;
+  personalizationLabel: string;
+  personalizationNote: string;
+  outfitSnapshot: OutfitFeedbackSnapshot;
+};
+
+function outfitFeedbackCollection(uid: string) {
+  return collection(db, "users", uid, "outfitFeedback");
+}
+
+function buildFeedbackId(input: {
+  chatId?: string | null;
+  messageId?: string | null;
+  optionIndex?: number | null;
+  optionLabel?: string | null;
+  sessionId?: string | null;
+  batchPosition?: number | null;
+  feedbackType: OutfitFeedbackType;
+  look: AuraLook;
+}) {
+  const raw = [
+    input.feedbackType,
+    cleanAuraString(input.sessionId) || "no-session",
+    cleanAuraString(input.chatId) || "no-chat",
+    cleanAuraString(input.messageId) || "no-message",
+    typeof input.optionIndex === "number" ? String(input.optionIndex) : "no-option",
+    typeof input.batchPosition === "number" ? String(input.batchPosition) : "no-position",
+    cleanAuraString(input.optionLabel).toLowerCase() || "no-label",
+    buildStableAuraLookId("feedback", input.look),
+  ].join("|");
+  return `aura_${hashAuraText(raw)}`;
+}
+
+function toRecord(
+  id: string,
+  data: Record<string, unknown>,
+): OutfitFeedbackRecord | null {
+  const snapshot = data.outfitSnapshot;
+  if (!snapshot || typeof snapshot !== "object") return null;
+  const outfitSnapshot = snapshot as OutfitFeedbackSnapshot;
+  const feedbackType =
+    data.feedbackType === "outfit_disliked" || data.feedbackType === "disliked"
+      ? "outfit_disliked"
+      : data.feedbackType === "outfit_liked" || data.feedbackType === "liked"
+        ? "outfit_liked"
+        : data.feedbackType === "outfit_favorited"
+          ? "outfit_favorited"
+          : data.feedbackType === "outfit_skipped"
+            ? "outfit_skipped"
+            : null;
+  if (!feedbackType) return null;
+  return {
+    id,
+    feedbackType,
+    createdAt: typeof data.createdAt === "number" ? data.createdAt : Date.now(),
+    updatedAt: typeof data.updatedAt === "number" ? data.updatedAt : Date.now(),
+    source: data.source === "aura_swipe" ? "aura_swipe" : "aura",
+    sessionId: cleanAuraString(data.sessionId) || null,
+    chatId: cleanAuraString(data.chatId) || null,
+    messageId: cleanAuraString(data.messageId) || null,
+    optionIndex: typeof data.optionIndex === "number" ? data.optionIndex : null,
+    optionLabel: cleanAuraString(data.optionLabel),
+    optionId: cleanAuraString(data.optionId),
+    batchPosition: typeof data.batchPosition === "number" ? data.batchPosition : null,
+    directionLabel: cleanAuraString(data.directionLabel) || null,
+    itemIds: Array.isArray(data.itemIds) ? data.itemIds.map((entry) => cleanAuraString(entry)).filter(Boolean) : [],
+    title: cleanAuraString(data.title),
+    stylingNote: cleanAuraString(data.stylingNote),
+    personalizationLabel: cleanAuraString(data.personalizationLabel),
+    personalizationNote: cleanAuraString(data.personalizationNote),
+    outfitSnapshot,
+  };
+}
+
+export async function saveAuraOutfitFeedback(
+  uid: string,
+  input: {
+    feedbackType: OutfitFeedbackType;
+    look: AuraLook;
+    chatId?: string | null;
+    messageId?: string | null;
+    option?: AuraLookOptionMeta | null;
+    source?: "aura" | "aura_swipe";
+    sessionId?: string | null;
+    batchPosition?: number | null;
+    directionLabel?: string | null;
+  },
+) {
+  const authUid = auth.currentUser?.uid ?? null;
+  if (!authUid) {
+    console.warn("No user auth, skipping remote save");
+    return null;
+  }
+  if (authUid !== uid) {
+    console.warn("Auth UID mismatch, skipping remote save", { authUid, uid });
+    return null;
+  }
+
+  const optionIndex = typeof input.option?.optionIndex === "number" ? input.option.optionIndex : null;
+  const optionLabel = cleanAuraString(input.option?.optionLabel);
+  const optionId =
+    cleanAuraString(input.option?.optionId) ||
+    (typeof optionIndex === "number" ? `option-${optionIndex + 1}` : "default");
+  const id = buildFeedbackId({
+    feedbackType: input.feedbackType,
+    sessionId: input.sessionId,
+    chatId: input.chatId,
+    messageId: input.messageId,
+    optionIndex,
+    batchPosition: input.batchPosition,
+    optionLabel,
+    look: input.look,
+  });
+  const ref = doc(outfitFeedbackCollection(uid), id);
+  const existing = await getDoc(ref);
+  const now = Date.now();
+  const snapshot = buildAuraLookSnapshot(input.look);
+  const createdAt =
+    existing.exists() && typeof existing.data()?.createdAt === "number"
+      ? (existing.data()?.createdAt as number)
+      : now;
+  const payload = {
+    feedbackType: input.feedbackType,
+    createdAt,
+    updatedAt: now,
+    source: input.source ?? "aura",
+    sessionId: cleanAuraString(input.sessionId) || null,
+    chatId: cleanAuraString(input.chatId) || null,
+    messageId: cleanAuraString(input.messageId) || null,
+    optionIndex,
+    optionLabel,
+    optionId,
+    batchPosition: typeof input.batchPosition === "number" ? input.batchPosition : null,
+    directionLabel: cleanAuraString(input.directionLabel) || null,
+    itemIds: getAuraLookItemIds(input.look),
+    title: cleanAuraString(input.look.lookTitle) || "AURA look",
+    stylingNote: cleanAuraString(input.look.stylingNote),
+    personalizationLabel: cleanAuraString(input.look.personalizationLabel),
+    personalizationNote: cleanAuraString(input.look.personalizationNote),
+    outfitSnapshot: snapshot,
+  };
+  console.log("Saving outfit feedback for uid:", uid, "feedback:", id, "path:", `users/${uid}/outfitFeedback/${id}`);
+  try {
+    await setDoc(ref, payload, { merge: true });
+  } catch (e) {
+    console.error("SAVE LOOK ERROR:", e);
+    throw e;
+  }
+  return {
+    id,
+    ...payload,
+  } satisfies OutfitFeedbackRecord;
+}
+
+export async function loadRecentOutfitFeedback(
+  uid: string,
+  options?: {
+    feedbackType?: OutfitFeedbackType;
+    max?: number;
+  },
+) {
+  const max = Math.max(1, Math.min(options?.max ?? 12, 50));
+  const snap = await getDocs(
+    query(outfitFeedbackCollection(uid), orderBy("updatedAt", "desc"), limit(options?.feedbackType ? max * 3 : max)),
+  );
+  const records = snap.docs
+    .map((entry) => toRecord(entry.id, entry.data() as Record<string, unknown>))
+    .filter((entry): entry is OutfitFeedbackRecord => !!entry);
+  const filtered = options?.feedbackType
+    ? records.filter((entry) => entry.feedbackType === options.feedbackType)
+    : records;
+  return filtered.slice(0, max);
+}
diff --git a/src/lib/formatChatText.ts b/src/lib/formatChatText.ts
new file mode 100644
index 0000000..85ae84a
--- /dev/null
+++ b/src/lib/formatChatText.ts
@@ -0,0 +1,42 @@
+function trimCommonPrefix(value: string) {
+  return value.replace(/^https?:\/\//i, "").replace(/^www\./i, "");
+}
+
+function humanizeSlug(value: string) {
+  return value
+    .replace(/[-_]+/g, " ")
+    .replace(/\s+/g, " ")
+    .trim()
+    .replace(/\b\w/g, (char) => char.toUpperCase());
+}
+
+export function isUrlOnlyMessage(text?: string | null) {
+  const value = String(text ?? "").trim();
+  if (!value) return false;
+  return /^https?:\/\/\S+$/i.test(value);
+}
+
+export function formatUrlForDisplay(url: string) {
+  try {
+    const parsed = new URL(url);
+    const host = trimCommonPrefix(parsed.host.toLowerCase());
+    const firstPathSegment = parsed.pathname
+      .split("/")
+      .map((part) => part.trim())
+      .filter(Boolean)
+      .find((part) => /[a-z]/i.test(part) && !/^dp$/i.test(part) && !/^[A-Z0-9]{6,}$/i.test(part));
+
+    const title =
+      parsed.searchParams.get("title") ||
+      parsed.searchParams.get("product") ||
+      parsed.searchParams.get("name") ||
+      (firstPathSegment ? humanizeSlug(decodeURIComponent(firstPathSegment)) : "");
+
+    if (title) {
+      return `${host} • ${title}`;
+    }
+    return host;
+  } catch {
+    return url;
+  }
+}
diff --git a/src/lib/localChatCache.ts b/src/lib/localChatCache.ts
index b6ad4bd..60db615 100644
--- a/src/lib/localChatCache.ts
+++ b/src/lib/localChatCache.ts
@@ -1,4 +1,4 @@
-import AsyncStorage from "@react-native-async-storage/async-storage";
+import { Storage } from "@/src/lib/storage";
 
 const CACHE_PREFIX = "outfit-chat:";
 const MAX_MESSAGES_PER_SESSION = 30;
@@ -46,7 +46,7 @@ function sortSessions<T>(sessions: LocalChatSession<T>[]) {
 
 async function loadRawStore<T>(uid: string): Promise<SessionStore<T> | null> {
   try {
-    const raw = await AsyncStorage.getItem(getScopedKey(uid, "sessions-v2"));
+    const raw = await Storage.getItem(getScopedKey(uid, "sessions-v2"));
     if (!raw) return null;
     const parsed = JSON.parse(raw) as SessionStore<T>;
     if (!parsed || !Array.isArray(parsed.sessions)) return null;
@@ -81,7 +81,7 @@ async function loadStore<T>(uid: string): Promise<SessionStore<T>> {
 
 async function persistStore<T>(uid: string, store: SessionStore<T>): Promise<void> {
   try {
-    await AsyncStorage.setItem(
+    await Storage.setItem(
       getScopedKey(uid, "sessions-v2"),
       JSON.stringify({
         latestSessionId: store.latestSessionId,
@@ -161,7 +161,7 @@ export async function clearSession(uid: string, sessionId?: string): Promise<voi
 
 export async function loadLatestChatCache<T>(uid: string): Promise<CachePayload<T> | null> {
   try {
-    const raw = await AsyncStorage.getItem(getScopedKey(uid, "latest-chat-v3"));
+    const raw = await Storage.getItem(getScopedKey(uid, "latest-chat-v3"));
     if (raw) {
       const parsed = JSON.parse(raw) as CachePayload<T>;
       if (parsed && Array.isArray(parsed.messages)) {
@@ -194,10 +194,10 @@ export async function saveLatestChatCache<T>(
 ): Promise<void> {
   try {
     if (!chatId) {
-      await AsyncStorage.removeItem(getScopedKey(uid, "latest-chat-v3"));
+      await Storage.removeItem(getScopedKey(uid, "latest-chat-v3"));
       return;
     }
-    await AsyncStorage.setItem(
+    await Storage.setItem(
       getScopedKey(uid, "latest-chat-v3"),
       JSON.stringify({
         chatId,
@@ -213,7 +213,7 @@ export async function saveLatestChatCache<T>(
 
 export async function clearLatestChatCache(uid: string): Promise<void> {
   try {
-    await AsyncStorage.removeItem(getScopedKey(uid, "latest-chat-v3"));
+    await Storage.removeItem(getScopedKey(uid, "latest-chat-v3"));
   } catch {
     // ignore
   }
diff --git a/src/types/aura.ts b/src/types/aura.ts
index f40aac5..fda1a2a 100644
--- a/src/types/aura.ts
+++ b/src/types/aura.ts
@@ -9,16 +9,51 @@ export type AuraLookPiece = {
 export type AuraLookAction =
   | "saveLook"
   | "planForToday"
+  | "likeLook"
+  | "notMyVibe"
   | "showMoreLikeThis"
+  | "lessLikeThis"
   | "shopMissingPieces"
   | "useOnlyMyCloset"
   | "makeItDressier";
 
+export type AuraSuggestionItem = {
+  label: string;
+  searchQuery?: string | null;
+};
+
+export type AuraCandidateItem = {
+  candidateId: string;
+  imageUrls: string[];
+  primaryImageUrl?: string | null;
+  secondaryImageUrls?: string[];
+  title?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  color?: string | null;
+  brand?: string | null;
+  material?: string | null;
+  fit?: string | null;
+  pattern?: string | null;
+  confidence?: number | null;
+  sourceType: "image" | "link" | "batch";
+  sourceUrl?: string | null;
+  status: "awaiting_confirmation" | "needs_review" | "added" | "cancelled" | "failed";
+};
+
+export type AuraCandidateAction =
+  | { type: "add_candidate"; candidateId: string }
+  | { type: "edit_candidate"; candidateId: string }
+  | { type: "cancel_candidate"; candidateId: string }
+  | { type: "add_all_candidates" };
+
 export type AuraLook = {
   lookTitle: string;
   vibe: string;
   shortExplanation: string;
   stylingNote?: string;
+  personalizationLabel?: string;
+  personalizationNote?: string;
   pieces: AuraLookPiece[];
   fromCloset: string[];
   addToComplete: string[];
@@ -26,8 +61,14 @@ export type AuraLook = {
   actions: AuraLookAction[];
 };
 
+export type AuraLookOptionMeta = {
+  optionIndex: number;
+  optionLabel?: string | null;
+  optionId?: string | null;
+};
+
 export type AuraResponse = {
-  presentation?: "chat" | "card";
+  presentation?: "chat" | "card" | "candidate_preview";
   title: string;
   reply: string;
   reason: string;
@@ -35,6 +76,12 @@ export type AuraResponse = {
   ownedPieces?: string[];
   recommendedAdditions?: string[];
   swapSuggestion: string;
+  missingPieces?: string[];
+  upgradeSuggestions?: string[];
+  upgradeSuggestionItems?: AuraSuggestionItem[];
   chips: string[];
   look?: AuraLook | null;
+  lookOptions?: AuraLook[];
+  candidates?: AuraCandidateItem[];
+  candidateItems?: AuraCandidateItem[];
 };

From 19206e84ef3acbe236891984ad33185e84eb1976 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:07:02 -0500
Subject: [PATCH 12/93] feat: add AURA swipe-based outfit exploration

---
 app/aura/swipe.tsx                      | 976 ++++++++++++++++++++++++
 functions/src/generateAuraSwipeBatch.ts | 268 +++++++
 src/lib/auraSwipe.ts                    | 232 ++++++
 3 files changed, 1476 insertions(+)
 create mode 100644 app/aura/swipe.tsx
 create mode 100644 functions/src/generateAuraSwipeBatch.ts
 create mode 100644 src/lib/auraSwipe.ts

diff --git a/app/aura/swipe.tsx b/app/aura/swipe.tsx
new file mode 100644
index 0000000..cd01925
--- /dev/null
+++ b/app/aura/swipe.tsx
@@ -0,0 +1,976 @@
+import { Ionicons } from "@expo/vector-icons";
+import { LinearGradient } from "expo-linear-gradient";
+import { router } from "expo-router";
+import * as Haptics from "expo-haptics";
+import React from "react";
+import {
+  Alert,
+  Animated,
+  Modal,
+  PanResponder,
+  Pressable,
+  ScrollView,
+  StyleSheet,
+  Text,
+  View,
+  useWindowDimensions,
+} from "react-native";
+import Reanimated, {
+  useAnimatedStyle,
+  useSharedValue,
+  withRepeat,
+  withSequence,
+  withTiming,
+} from "react-native-reanimated";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
+
+import { Fonts } from "@/constants/theme";
+import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import AuraRing, { RING_SIZE_MD } from "@/src/components/brand/AuraRing";
+import { auraShadow, auraTheme } from "@/src/components/ai/aiTheme";
+import { useReduceMotion } from "@/hooks/useReduceMotion";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useAuth } from "@/src/hooks/useAuth";
+import { logAuraLookStyleEvent } from "@/src/lib/auraMemory";
+import { saveAuraFavoriteOutfit } from "@/src/lib/auraLooks";
+import { saveAuraOutfitFeedback } from "@/src/lib/auraOutfitFeedback";
+import { Toast } from "@/src/lib/toast";
+import {
+  feedbackTypeForSwipe,
+  generateAuraSwipeBatch,
+  type AuraSwipeBatchLook,
+  type AuraSwipeDirectionLabel,
+} from "@/src/lib/auraSwipe";
+import { isVisibleWardrobeItem, listenToItems, toCanonicalCategory } from "@/src/lib/items";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+
+const SWIPE_X_THRESHOLD = 110;
+const SWIPE_Y_THRESHOLD = -110;
+const DOMINANT_AXIS_RATIO = 1.15;
+const NON_DOMINANT_DAMPING = 0.14;
+
+function createEmptyItemsMap(items: ClothingItem[]) {
+  return new Map(items.map((item) => [item.id, item]));
+}
+
+function wardrobeCounts(items: ClothingItem[]) {
+  return items.reduce(
+    (acc, item) => {
+      if (!isVisibleWardrobeItem(item)) return acc;
+      const category = toCanonicalCategory(item.category);
+      if (category === "top") acc.tops += 1;
+      if (category === "bottom") acc.bottoms += 1;
+      if (category === "shoes") acc.shoes += 1;
+      return acc;
+    },
+    { tops: 0, bottoms: 0, shoes: 0 },
+  );
+}
+
+function getConstrainedPan(dx: number, dy: number) {
+  const absX = Math.abs(dx);
+  const absY = Math.abs(dy);
+
+  if (dy < 0 && absY > absX * DOMINANT_AXIS_RATIO) {
+    return { x: dx * NON_DOMINANT_DAMPING, y: dy };
+  }
+
+  if (absX > absY * DOMINANT_AXIS_RATIO) {
+    return { x: dx, y: dy * NON_DOMINANT_DAMPING };
+  }
+
+  if (dy < 0 && absY >= absX) {
+    return { x: dx * NON_DOMINANT_DAMPING, y: dy * 0.92 };
+  }
+
+  return { x: dx, y: dy * 0.22 };
+}
+
+export default function AuraSwipeScreen() {
+  const { user } = useAuth();
+  const insets = useSafeAreaInsets();
+  const { width, height } = useWindowDimensions();
+  const uid = user?.uid ?? null;
+
+  const [items, setItems] = React.useState<ClothingItem[]>([]);
+  const [batch, setBatch] = React.useState<AuraSwipeBatchLook[]>([]);
+  const [batchId, setBatchId] = React.useState("");
+  const [currentIndex, setCurrentIndex] = React.useState(0);
+  const [loading, setLoading] = React.useState(false);
+  const [error, setError] = React.useState<string | null>(null);
+  const [detailsLook, setDetailsLook] = React.useState<AuraSwipeBatchLook | null>(null);
+  const [processingSwipe, setProcessingSwipe] = React.useState(false);
+
+  const itemsById = React.useMemo(() => createEmptyItemsMap(items), [items]);
+  const counts = React.useMemo(() => wardrobeCounts(items), [items]);
+  const canGenerate = counts.tops > 0 && counts.bottoms > 0 && counts.shoes > 0;
+  const pan = React.useRef(new Animated.ValueXY()).current;
+  const activeLookRef = React.useRef<AuraSwipeBatchLook | null>(null);
+  const touchStartRef = React.useRef({ moved: false });
+
+  const visibleLooks = batch.slice(currentIndex, currentIndex + 3);
+  const activeLook = visibleLooks[0] ?? null;
+  const remaining = Math.max(0, batch.length - currentIndex);
+
+  React.useEffect(() => {
+    activeLookRef.current = activeLook;
+  }, [activeLook]);
+
+  React.useEffect(() => {
+    if (!uid) return undefined;
+    return listenToItems(uid, (nextItems) => setItems(nextItems));
+  }, [uid]);
+
+  const loadBatch = React.useCallback(async () => {
+    if (!uid || !canGenerate) {
+      setLoading(false);
+      return;
+    }
+    setLoading(true);
+    setError(null);
+    try {
+      const result = await generateAuraSwipeBatch({ items, numOutfits: 8 });
+      console.log("[AURA_SWIPE] normalized response", result);
+      setBatch(result.lookOptions);
+      setBatchId(result.batchId);
+      setCurrentIndex(0);
+      pan.setValue({ x: 0, y: 0 });
+    } catch (loadError) {
+      console.log("[AURA_SWIPE] loadBatch failed", loadError);
+      setError(loadError instanceof Error ? loadError.message : "Unable to load swipe looks.");
+    } finally {
+      setLoading(false);
+    }
+  }, [canGenerate, items, pan, uid]);
+
+  React.useEffect(() => {
+    if (!uid) return;
+    if (!canGenerate) {
+      setLoading(false);
+      return;
+    }
+    if (items.length === 0) return;
+    if (batch.length > 0 || loading) return;
+    void loadBatch();
+  }, [batch.length, canGenerate, items.length, loadBatch, loading, uid]);
+
+  const persistSwipe = React.useCallback(
+    async (lookEntry: AuraSwipeBatchLook, direction: AuraSwipeDirectionLabel) => {
+      if (!uid) {
+        console.warn("No user auth, skipping remote save");
+        return;
+      }
+      const feedbackType = feedbackTypeForSwipe(direction);
+      try {
+        await saveAuraOutfitFeedback(uid, {
+          feedbackType,
+          look: lookEntry.look,
+          source: "aura_swipe",
+          sessionId: batchId,
+          batchPosition: lookEntry.position,
+          directionLabel: lookEntry.directionLabel ?? direction,
+        });
+
+        if (direction === "right") {
+          await logAuraLookStyleEvent(uid, "outfit_liked", lookEntry.look, { source: "aura" });
+        }
+        if (direction === "left") {
+          await logAuraLookStyleEvent(uid, "outfit_disliked", lookEntry.look, { source: "aura" });
+        }
+        if (direction === "up") {
+          await saveAuraFavoriteOutfit(uid, lookEntry.look, {
+            source: "aura_swipe",
+            sessionId: batchId,
+            title: lookEntry.look.lookTitle,
+          });
+          Toast.saved();
+        }
+      } catch (e) {
+        console.error("SAVE LOOK ERROR:", e);
+        throw e;
+      }
+    },
+    [batchId, uid],
+  );
+
+  const advanceDeck = React.useCallback((direction: AuraSwipeDirectionLabel) => {
+    if (processingSwipe || !activeLookRef.current) return;
+    const lookEntry = activeLookRef.current;
+    setProcessingSwipe(true);
+    void Haptics.impactAsync(
+      direction === "up" ? Haptics.ImpactFeedbackStyle.Medium : Haptics.ImpactFeedbackStyle.Light,
+    );
+
+    const target =
+      direction === "left"
+        ? { x: -width * 1.1, y: 30 }
+        : direction === "right"
+          ? { x: width * 1.1, y: 30 }
+          : { x: 0, y: -height * 0.7 };
+
+    Animated.timing(pan, {
+      toValue: target,
+      duration: 220,
+      useNativeDriver: true,
+    }).start(() => {
+      pan.setValue({ x: 0, y: 0 });
+      setCurrentIndex((previous) => previous + 1);
+      setProcessingSwipe(false);
+      void persistSwipe(lookEntry, direction).catch((persistError) => {
+        Alert.alert(
+          "Swipe saved locally",
+          persistError instanceof Error
+            ? persistError.message
+            : "We could not finish saving that feedback.",
+        );
+      });
+    });
+  }, [height, pan, persistSwipe, processingSwipe, width]);
+
+  const panResponder = React.useMemo(
+    () =>
+      PanResponder.create({
+        onMoveShouldSetPanResponder: (_, gestureState) =>
+          Math.abs(gestureState.dx) > 6 || Math.abs(gestureState.dy) > 6,
+        onPanResponderGrant: () => {
+          touchStartRef.current = { moved: false };
+        },
+        onPanResponderMove: (_, gestureState) => {
+          touchStartRef.current.moved = true;
+          pan.setValue(getConstrainedPan(gestureState.dx, gestureState.dy));
+        },
+        onPanResponderRelease: (_, gestureState) => {
+          const absX = Math.abs(gestureState.dx);
+          const absY = Math.abs(gestureState.dy);
+
+          if (gestureState.dy <= SWIPE_Y_THRESHOLD && absY > absX * 0.8) {
+            advanceDeck("up");
+            return;
+          }
+
+          if (gestureState.dx >= SWIPE_X_THRESHOLD) {
+            advanceDeck("right");
+            return;
+          }
+
+          if (gestureState.dx <= -SWIPE_X_THRESHOLD) {
+            advanceDeck("left");
+            return;
+          }
+
+          if (!touchStartRef.current.moved && activeLookRef.current) {
+            setDetailsLook(activeLookRef.current);
+          }
+
+          Animated.spring(pan, {
+            toValue: { x: 0, y: 0 },
+            useNativeDriver: true,
+            friction: 10,
+            tension: 120,
+          }).start();
+        },
+      }),
+    [advanceDeck, pan],
+  );
+
+  const likeOpacity = pan.x.interpolate({
+    inputRange: [0, 60, 140],
+    outputRange: [0, 0.4, 1],
+    extrapolate: "clamp",
+  });
+  const nopeOpacity = pan.x.interpolate({
+    inputRange: [-140, -60, 0],
+    outputRange: [1, 0.4, 0],
+    extrapolate: "clamp",
+  });
+  const favoriteOpacity = pan.y.interpolate({
+    inputRange: [-150, -80, 0],
+    outputRange: [1, 0.45, 0],
+    extrapolate: "clamp",
+  });
+  const revealProgress = Animated.add(
+    pan.x.interpolate({
+      inputRange: [-160, 0, 160],
+      outputRange: [1, 0, 1],
+      extrapolate: "clamp",
+    }),
+    pan.y.interpolate({
+      inputRange: [-180, 0],
+      outputRange: [1, 0],
+      extrapolate: "clamp",
+    }),
+  ).interpolate({
+    inputRange: [0, 1],
+    outputRange: [0, 1],
+    extrapolate: "clamp",
+  });
+
+  const topCardStyle = {
+    transform: [{ translateX: pan.x }, { translateY: pan.y }],
+  };
+
+  return (
+    <LinearGradient
+      colors={[auraTheme.backgroundTop, auraTheme.backgroundMid, auraTheme.backgroundBottom]}
+      start={{ x: 0, y: 0 }}
+      end={{ x: 1, y: 1 }}
+      style={{ flex: 1, paddingTop: insets.top + 10 }}
+    >
+      <View style={[styles.headerRow, { paddingHorizontal: 18 }]}>
+        <HeaderButton icon="chevron-back" label="Back" onPress={() => router.back()} />
+        <View style={styles.headerCopy}>
+          <Text style={styles.headerEyebrow}>AURA SWIPE</Text>
+          <Text style={styles.headerTitle}>Train your taste</Text>
+        </View>
+        <HeaderButton icon="refresh" label="Refresh" onPress={() => void loadBatch()} />
+      </View>
+
+      <View style={{ paddingHorizontal: 18, paddingTop: 12 }}>
+        <View style={styles.summaryRow}>
+          <View style={styles.summaryPill}>
+            <Text style={styles.summaryLabel}>Remaining</Text>
+            <Text style={styles.summaryValue}>{remaining}</Text>
+          </View>
+          <View style={styles.summaryPill}>
+            <Text style={styles.summaryLabel}>Favorites save to</Text>
+            <Text style={styles.summaryValue}>savedLooks</Text>
+          </View>
+        </View>
+      </View>
+
+      <View style={styles.deckArea}>
+        {loading ? (
+          <StateCard
+            title="Building your next batch"
+            body="AURA is pulling distinct looks from your wardrobe so you can train the model quickly."
+          />
+        ) : !canGenerate ? (
+          <StateCard
+            title="Add a few more essentials first"
+            body="You need at least one visible top, bottom, and pair of shoes in your wardrobe before the swipe deck can generate."
+          />
+        ) : error ? (
+          <StateCard title="Unable to load swipe looks" body={error} actionLabel="Try again" onAction={() => void loadBatch()} />
+        ) : !activeLook ? (
+          <CaughtUpStateCard onRefresh={() => void loadBatch()} />
+        ) : (
+          <View style={{ width: "100%", alignItems: "center" }}>
+            <View style={{ width: "100%", maxWidth: 408, height: Math.min(height * 0.56, 640) }}>
+              {visibleLooks
+                .slice()
+                .reverse()
+                .map((lookEntry, reverseIndex) => {
+                  const actualIndex = visibleLooks.length - 1 - reverseIndex;
+                  const isTop = actualIndex === 0;
+                  const depthOffset = actualIndex * 8;
+                  const scale = 1 - actualIndex * 0.018;
+                  const card = (
+                    <View
+                      style={[
+                        styles.deckCard,
+                        {
+                          top: depthOffset,
+                          transform: [{ scale }],
+                          opacity: isTop ? 1 : actualIndex === 1 ? 0.98 : 0.92,
+                        },
+                      ]}
+                    >
+                      {isTop ? (
+                        <>
+                          <Animated.View style={[styles.overlayBadge, styles.overlayLeft, { opacity: nopeOpacity }]}>
+                            <Text style={styles.overlayText}>PASS</Text>
+                          </Animated.View>
+                          <Animated.View style={[styles.overlayBadge, styles.overlayRight, { opacity: likeOpacity }]}>
+                            <Text style={styles.overlayText}>LIKE</Text>
+                          </Animated.View>
+                          <Animated.View style={[styles.overlayBadge, styles.overlayTop, { opacity: favoriteOpacity }]}>
+                            <Text style={styles.overlayText}>SAVE</Text>
+                          </Animated.View>
+                        </>
+                      ) : null}
+
+                      {isTop ? (
+                        <AuraLookCard
+                          look={lookEntry.look}
+                          itemsById={itemsById}
+                          viewportWidth={Math.min(width - 54, 382)}
+                          hideActions
+                          compact
+                          swipeVariant
+                        />
+                      ) : (
+                        <Animated.View
+                          style={[
+                            styles.deckShellWrap,
+                            actualIndex === 1
+                              ? {
+                                  opacity: revealProgress.interpolate({
+                                    inputRange: [0, 0.55, 1],
+                                    outputRange: [0.1, 0.2, 0.58],
+                                    extrapolate: "clamp",
+                                  }),
+                                }
+                              : { opacity: 0.1 },
+                          ]}
+                        >
+                          <DeckCardShell depth={actualIndex} />
+                        </Animated.View>
+                      )}
+                    </View>
+                  );
+
+                  if (!isTop) return <View key={lookEntry.id} style={StyleSheet.absoluteFill}>{card}</View>;
+
+                  return (
+                    <Animated.View
+                      key={lookEntry.id}
+                      style={[StyleSheet.absoluteFill, topCardStyle]}
+                      {...panResponder.panHandlers}
+                    >
+                      <Pressable style={StyleSheet.absoluteFill} onPress={() => setDetailsLook(lookEntry)}>
+                        {card}
+                      </Pressable>
+                    </Animated.View>
+                  );
+                })}
+            </View>
+          </View>
+        )}
+      </View>
+
+      <View style={[styles.footer, { paddingBottom: Math.max(insets.bottom + 14, 24) }]}>
+        <Text style={styles.footerHint}>Left to pass, right to like, up to save. Tap to inspect.</Text>
+        <View style={styles.footerActions}>
+          <ActionButton label="Nope" icon="close" onPress={() => advanceDeck("left")} disabled={!activeLook || processingSwipe} />
+          <ActionButton label="Like" icon="heart" onPress={() => advanceDeck("right")} disabled={!activeLook || processingSwipe} primary />
+          <ActionButton label="Favorite" icon="arrow-up" onPress={() => advanceDeck("up")} disabled={!activeLook || processingSwipe} />
+        </View>
+      </View>
+
+      <Modal
+        visible={!!detailsLook}
+        transparent
+        animationType="slide"
+        onRequestClose={() => setDetailsLook(null)}
+      >
+        <View style={styles.modalScrim}>
+          <View style={[styles.modalCard, { paddingBottom: Math.max(insets.bottom + 16, 24) }]}>
+            <View style={styles.modalHeader}>
+              <View style={{ flex: 1 }}>
+                <Text style={styles.modalEyebrow}>LOOK DETAILS</Text>
+                <Text style={styles.modalTitle}>{detailsLook?.look.lookTitle ?? "Outfit details"}</Text>
+              </View>
+              <HeaderButton icon="close" label="Close" onPress={() => setDetailsLook(null)} />
+            </View>
+            {detailsLook ? (
+              <ScrollView showsVerticalScrollIndicator={false} contentContainerStyle={{ paddingBottom: 12 }}>
+                <AuraLookCard
+                  look={detailsLook.look}
+                  itemsById={itemsById}
+                  viewportWidth={Math.min(width - 58, 390)}
+                  hideActions
+                  compact
+                />
+                <View style={styles.detailsSection}>
+                  <Text style={styles.detailsLabel}>PIECES</Text>
+                  {detailsLook.look.pieces.map((piece) => (
+                    <View key={`${piece.role}-${piece.itemId ?? piece.itemName}`} style={styles.pieceRow}>
+                      <Text style={styles.pieceRole}>{piece.role.toUpperCase()}</Text>
+                      <Text style={styles.pieceName}>{piece.itemName}</Text>
+                    </View>
+                  ))}
+                </View>
+              </ScrollView>
+            ) : null}
+          </View>
+        </View>
+      </Modal>
+    </LinearGradient>
+  );
+}
+
+function CaughtUpStateCard({ onRefresh }: { onRefresh: () => void }) {
+  const { colors } = useAppTheme();
+  const reduceMotion = useReduceMotion();
+  const scale = useSharedValue(1);
+
+  React.useEffect(() => {
+    if (reduceMotion) {
+      scale.value = 1;
+      return;
+    }
+    scale.value = withRepeat(
+      withSequence(
+        withTiming(1.04, { duration: 1000 }),
+        withTiming(1, { duration: 1000 }),
+      ),
+      -1,
+      true,
+    );
+  }, [reduceMotion, scale]);
+
+  const markStyle = useAnimatedStyle(() => ({
+    transform: [{ scale: scale.value }],
+  }));
+
+  return (
+    <View style={styles.stateCard}>
+      <Reanimated.View style={[styles.caughtUpMark, markStyle]}>
+        <AuraRing size={RING_SIZE_MD} animated={!reduceMotion} />
+      </Reanimated.View>
+      <Text style={styles.stateTitle}>{"You're all caught up"}</Text>
+      <Text style={styles.stateBody}>Refresh to get your next batch.</Text>
+      <Pressable onPress={onRefresh} style={styles.caughtUpButton}>
+        <LinearGradient
+          colors={[colors.iridescentStart, colors.iridescentEnd]}
+          start={{ x: 0, y: 0 }}
+          end={{ x: 1, y: 1 }}
+          style={styles.caughtUpButtonGradient}
+        >
+          <Ionicons name="refresh" size={15} color={colors.background} />
+          <Text style={[styles.caughtUpButtonText, { color: colors.background }]}>Refresh</Text>
+        </LinearGradient>
+      </Pressable>
+    </View>
+  );
+}
+
+function HeaderButton({
+  icon,
+  label,
+  onPress,
+}: {
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  onPress: () => void;
+}) {
+  return (
+    <Pressable onPress={onPress} style={styles.headerButton}>
+      <Ionicons name={icon} size={16} color="#E7ECF4" />
+      <Text style={styles.headerButtonText}>{label}</Text>
+    </Pressable>
+  );
+}
+
+function ActionButton({
+  label,
+  icon,
+  onPress,
+  disabled,
+  primary,
+}: {
+  label: string;
+  icon: keyof typeof Ionicons.glyphMap;
+  onPress: () => void;
+  disabled: boolean;
+  primary?: boolean;
+}) {
+  return (
+    <Pressable
+      onPress={onPress}
+      disabled={disabled}
+      style={({ pressed }) => [
+        styles.actionButton,
+        primary ? styles.actionPrimary : styles.actionSecondary,
+        disabled ? { opacity: 0.45 } : null,
+        pressed && !disabled ? { transform: [{ scale: 0.98 }] } : null,
+      ]}
+    >
+      <Ionicons name={icon} size={15} color={primary ? "#07111A" : "#E8EDF5"} />
+      <Text style={[styles.actionButtonText, primary ? { color: "#07111A" } : null]}>{label}</Text>
+    </Pressable>
+  );
+}
+
+function StateCard({
+  title,
+  body,
+  actionLabel,
+  onAction,
+}: {
+  title: string;
+  body: string;
+  actionLabel?: string;
+  onAction?: () => void;
+}) {
+  return (
+    <View style={styles.stateCard}>
+      <Text style={styles.stateTitle}>{title}</Text>
+      <Text style={styles.stateBody}>{body}</Text>
+      {actionLabel && onAction ? (
+        <Pressable onPress={onAction} style={styles.stateButton}>
+          <Text style={styles.stateButtonText}>{actionLabel}</Text>
+        </Pressable>
+      ) : null}
+    </View>
+  );
+}
+
+function DeckCardShell({ depth }: { depth: number }) {
+  return (
+    <View style={styles.shellCard}>
+      <View style={styles.shellHeader}>
+        <View style={styles.shellChip} />
+        <View style={[styles.shellLine, styles.shellTitleLine]} />
+        <View style={[styles.shellLine, styles.shellBodyLine]} />
+      </View>
+      <View style={[styles.shellBoard, depth > 1 ? styles.shellBoardDeep : null]} />
+      <View style={styles.shellSummary}>
+        <View style={[styles.shellLine, styles.shellSummaryLine]} />
+      </View>
+    </View>
+  );
+}
+
+const styles = StyleSheet.create({
+  headerRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
+    gap: 12,
+  },
+  headerCopy: {
+    alignItems: "center",
+    gap: 2,
+  },
+  headerEyebrow: {
+    color: auraTheme.accentStrong,
+    fontSize: 11,
+    fontWeight: "800",
+    letterSpacing: 1.4,
+    fontFamily: Fonts.sans,
+  },
+  headerTitle: {
+    color: "#F6F8FB",
+    fontSize: 18,
+    fontWeight: "800",
+    letterSpacing: -0.35,
+    fontFamily: Fonts.sans,
+  },
+  headerButton: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 6,
+    borderRadius: 999,
+    borderWidth: 1,
+    borderColor: auraTheme.borderSoft,
+    backgroundColor: auraTheme.surfaceSoft,
+    paddingHorizontal: 10,
+    paddingVertical: 8,
+  },
+  headerButtonText: {
+    color: "#E7ECF4",
+    fontSize: 12,
+    fontWeight: "700",
+    fontFamily: Fonts.sans,
+  },
+  summaryRow: {
+    flexDirection: "row",
+    gap: 10,
+  },
+  summaryPill: {
+    flex: 1,
+    borderRadius: 16,
+    borderWidth: 1,
+    borderColor: auraTheme.borderSoft,
+    backgroundColor: auraTheme.surfaceSoft,
+    paddingHorizontal: 13,
+    paddingVertical: 11,
+    gap: 2,
+  },
+  summaryLabel: {
+    color: auraTheme.textFaint,
+    fontSize: 11,
+    fontWeight: "700",
+    letterSpacing: 0.8,
+    fontFamily: Fonts.sans,
+  },
+  summaryValue: {
+    color: "#F6F8FB",
+    fontSize: 13,
+    fontWeight: "700",
+    fontFamily: Fonts.sans,
+  },
+  deckArea: {
+    flex: 1,
+    paddingHorizontal: 18,
+    paddingTop: 18,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  deckCard: {
+    position: "absolute",
+    left: 0,
+    right: 0,
+    overflow: "visible",
+  },
+  deckShellWrap: {
+    flex: 1,
+  },
+  overlayBadge: {
+    position: "absolute",
+    zIndex: 20,
+    borderRadius: 999,
+    borderWidth: 1,
+    borderColor: auraTheme.borderAccent,
+    backgroundColor: "rgba(9,17,25,0.92)",
+    paddingHorizontal: 12,
+    paddingVertical: 8,
+  },
+  overlayLeft: {
+    top: 14,
+    left: 14,
+  },
+  overlayRight: {
+    top: 14,
+    right: 14,
+  },
+  overlayTop: {
+    top: 14,
+    alignSelf: "center",
+  },
+  overlayText: {
+    color: auraTheme.accentStrong,
+    fontSize: 11,
+    fontWeight: "900",
+    letterSpacing: 1.2,
+    fontFamily: Fonts.sans,
+  },
+  footer: {
+    paddingHorizontal: 18,
+    paddingTop: 12,
+    gap: 14,
+  },
+  footerHint: {
+    textAlign: "center",
+    color: auraTheme.textMuted,
+    fontSize: 12.5,
+    lineHeight: 18,
+    fontFamily: Fonts.sans,
+  },
+  footerActions: {
+    flexDirection: "row",
+    gap: 10,
+  },
+  actionButton: {
+    flex: 1,
+    minHeight: 48,
+    borderRadius: 16,
+    alignItems: "center",
+    justifyContent: "center",
+    flexDirection: "row",
+    gap: 7,
+    borderWidth: 1,
+  },
+  actionPrimary: {
+    backgroundColor: auraTheme.accent,
+    borderColor: "rgba(255,255,255,0.14)",
+  },
+  actionSecondary: {
+    backgroundColor: auraTheme.surfaceStrong,
+    borderColor: auraTheme.borderSoft,
+  },
+  actionButtonText: {
+    color: "#E8EDF5",
+    fontSize: 13,
+    fontWeight: "800",
+    fontFamily: Fonts.sans,
+  },
+  stateCard: {
+    width: "100%",
+    maxWidth: 420,
+    borderRadius: 28,
+    paddingHorizontal: 22,
+    paddingVertical: 24,
+    borderWidth: 1,
+    borderColor: auraTheme.border,
+    backgroundColor: auraTheme.surfaceStrong,
+    gap: 10,
+    ...auraShadow(0.18),
+  },
+  stateTitle: {
+    color: "#F6F8FB",
+    fontSize: 24,
+    lineHeight: 28,
+    fontWeight: "800",
+    fontFamily: Fonts.sans,
+  },
+  stateBody: {
+    color: auraTheme.textMuted,
+    fontSize: 14,
+    lineHeight: 21,
+    fontFamily: Fonts.sans,
+  },
+  stateButton: {
+    alignSelf: "flex-start",
+    borderRadius: 999,
+    backgroundColor: auraTheme.accentTint,
+    borderWidth: 1,
+    borderColor: auraTheme.borderAccent,
+    paddingHorizontal: 13,
+    paddingVertical: 8,
+  },
+  stateButtonText: {
+    color: "#F6F8FB",
+    fontSize: 12.5,
+    fontWeight: "800",
+    fontFamily: Fonts.sans,
+  },
+  caughtUpMark: {
+    width: 58,
+    height: 58,
+    borderRadius: 29,
+    borderWidth: 1,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: "rgba(255,255,255,0.04)",
+    marginBottom: 2,
+  },
+  caughtUpMarkText: {
+    fontSize: 24,
+    fontWeight: "900",
+    letterSpacing: -0.5,
+    fontFamily: Fonts.sans,
+  },
+  caughtUpButton: {
+    alignSelf: "flex-start",
+    borderRadius: 999,
+    overflow: "hidden",
+    marginTop: 2,
+  },
+  caughtUpButtonGradient: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 7,
+    paddingHorizontal: 14,
+    paddingVertical: 9,
+  },
+  caughtUpButtonText: {
+    fontSize: 12.5,
+    fontWeight: "900",
+    fontFamily: Fonts.sans,
+  },
+  modalScrim: {
+    flex: 1,
+    backgroundColor: "rgba(0,0,0,0.45)",
+    justifyContent: "flex-end",
+  },
+  modalCard: {
+    maxHeight: "88%",
+    borderTopLeftRadius: 28,
+    borderTopRightRadius: 28,
+    backgroundColor: "#09111A",
+    paddingHorizontal: 18,
+    paddingTop: 18,
+  },
+  modalHeader: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 12,
+    marginBottom: 14,
+  },
+  modalEyebrow: {
+    color: auraTheme.textFaint,
+    fontSize: 11,
+    fontWeight: "800",
+    letterSpacing: 1.2,
+    fontFamily: Fonts.sans,
+  },
+  modalTitle: {
+    color: "#F6F8FB",
+    fontSize: 22,
+    lineHeight: 26,
+    fontWeight: "800",
+    fontFamily: Fonts.sans,
+    marginTop: 2,
+  },
+  detailsSection: {
+    marginTop: 16,
+    borderRadius: 20,
+    borderWidth: 1,
+    borderColor: auraTheme.borderSoft,
+    backgroundColor: auraTheme.surfaceSoft,
+    padding: 14,
+    gap: 10,
+  },
+  detailsLabel: {
+    color: auraTheme.textFaint,
+    fontSize: 11,
+    fontWeight: "800",
+    letterSpacing: 1,
+    fontFamily: Fonts.sans,
+  },
+  pieceRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 10,
+  },
+  pieceRole: {
+    width: 84,
+    color: auraTheme.accentStrong,
+    fontSize: 11,
+    fontWeight: "800",
+    fontFamily: Fonts.sans,
+  },
+  pieceName: {
+    flex: 1,
+    color: "#EDF1F7",
+    fontSize: 13.5,
+    lineHeight: 18,
+    fontFamily: Fonts.sans,
+  },
+  shellCard: {
+    flex: 1,
+    gap: 14,
+    paddingTop: 16,
+    paddingHorizontal: 16,
+    paddingBottom: 14,
+    borderRadius: 32,
+    backgroundColor: "#0D141D",
+    borderWidth: 1,
+    borderColor: "rgba(177, 197, 223, 0.1)",
+  },
+  shellHeader: {
+    gap: 10,
+  },
+  shellChip: {
+    width: 84,
+    height: 22,
+    borderRadius: 999,
+    backgroundColor: "rgba(140, 168, 198, 0.09)",
+    borderWidth: 1,
+    borderColor: "rgba(160, 185, 214, 0.08)",
+  },
+  shellLine: {
+    borderRadius: 999,
+    backgroundColor: "rgba(160, 185, 214, 0.08)",
+  },
+  shellTitleLine: {
+    width: "58%",
+    height: 18,
+  },
+  shellBodyLine: {
+    width: "76%",
+    height: 12,
+  },
+  shellBoard: {
+    flex: 1,
+    minHeight: 388,
+    borderRadius: 28,
+    backgroundColor: "rgba(244, 240, 235, 0.2)",
+    borderWidth: 1,
+    borderColor: "rgba(236, 239, 244, 0.08)",
+  },
+  shellBoardDeep: {
+    minHeight: 372,
+    opacity: 0.8,
+  },
+  shellSummary: {
+    gap: 8,
+    paddingTop: 4,
+  },
+  shellSummaryLine: {
+    width: "66%",
+    height: 11,
+  },
+});
diff --git a/functions/src/generateAuraSwipeBatch.ts b/functions/src/generateAuraSwipeBatch.ts
new file mode 100644
index 0000000..16af55a
--- /dev/null
+++ b/functions/src/generateAuraSwipeBatch.ts
@@ -0,0 +1,268 @@
+import { getApps, initializeApp } from "firebase-admin/app";
+import { getFirestore } from "firebase-admin/firestore";
+import { HttpsError, onCall } from "firebase-functions/v2/https";
+import { logger } from "firebase-functions/v2";
+
+import {
+  MODEL,
+  clampNumOutfits,
+  fetchWardrobeItems,
+  generateOutfitCandidates,
+  inferRequestedOutfitCount,
+  normalizeParsedIntent,
+  safeJsonExtract,
+  type OutfitIntentV1,
+  type WardrobeItem,
+} from "./shared/outfitEngine";
+import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
+
+if (!getApps().length) {
+  initializeApp();
+}
+
+type SwipeLookPayload = {
+  id: string;
+  position: number;
+  score: number;
+  reason: string;
+  directionLabel: "safe" | "balanced" | "bold" | null;
+  itemIds: string[];
+  look: {
+    lookTitle: string;
+    vibe: string;
+    shortExplanation: string;
+    stylingNote: string;
+    personalizationLabel?: string;
+    personalizationNote?: string;
+    pieces: Array<{
+      role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
+      itemName: string;
+      source: "closet";
+      itemId: string;
+      imageUrl?: string | null;
+    }>;
+    fromCloset: string[];
+    addToComplete: string[];
+    alternates: string[];
+    actions: [];
+  };
+};
+
+type GeneratedSwipeCandidate = ReturnType<typeof generateOutfitCandidates>["outfits"][number];
+
+async function parseSwipeIntent(
+  intentText: string,
+): Promise<{ intent: OutfitIntentV1; numOutfits: number | null }> {
+  const apiKey = process.env.OPENAI_API_KEY;
+  if (!apiKey) {
+    return {
+      intent: normalizeParsedIntent(null, intentText),
+      numOutfits: inferRequestedOutfitCount(intentText),
+    };
+  }
+
+  try {
+    const response = await fetch("https://api.openai.com/v1/chat/completions", {
+      method: "POST",
+      headers: {
+        "Content-Type": "application/json",
+        Authorization: `Bearer ${apiKey}`,
+      },
+      body: JSON.stringify({
+        model: MODEL,
+        temperature: 0,
+        response_format: { type: "json_object" },
+        messages: [
+          {
+            role: "system",
+            content: [
+              "Extract outfit intent from user text.",
+              "Return JSON only with keys: occasion, formalityTarget, warmthTarget, needs, niceToHave, colorsWanted, colorsAvoid, avoidLogos, excludeLaundry, numOutfits.",
+              "No markdown. No prose. No additional keys.",
+              "occasion enum: casual, smart_casual, formal, gym, date, work, party, travel, unknown.",
+              "needs defaults to [top,bottom,footwear]. niceToHave may include outerwear and accessory.",
+              "excludeLaundry defaults true.",
+              "If the user asks for a count of outfits, set numOutfits to that number. Otherwise set numOutfits to null.",
+            ].join(" "),
+          },
+          { role: "user", content: intentText },
+        ],
+      }),
+    });
+
+    if (!response.ok) {
+      return {
+        intent: normalizeParsedIntent(null, intentText),
+        numOutfits: inferRequestedOutfitCount(intentText),
+      };
+    }
+
+    const data = (await response.json()) as {
+      choices?: Array<{ message?: { content?: string } }>;
+    };
+    const content = data.choices?.[0]?.message?.content ?? "";
+    const parsed = safeJsonExtract<Partial<OutfitIntentV1> & { numOutfits?: number | null }>(content);
+    return {
+      intent: normalizeParsedIntent(parsed, intentText),
+      numOutfits:
+        parsed?.numOutfits == null ? inferRequestedOutfitCount(intentText) : Number(parsed.numOutfits),
+    };
+  } catch {
+    return {
+      intent: normalizeParsedIntent(null, intentText),
+      numOutfits: inferRequestedOutfitCount(intentText),
+    };
+  }
+}
+
+function cleanString(value: unknown) {
+  return String(value ?? "").trim();
+}
+
+function itemLabel(item?: WardrobeItem | null) {
+  return (
+    cleanString(item?.name) ||
+    cleanString(item?.subCategory) ||
+    cleanString(item?.category) ||
+    "Wardrobe piece"
+  );
+}
+
+function itemImageUrl(item?: WardrobeItem | null) {
+  return (
+    cleanString(item?.photos?.cleanedPhotoUrl) ||
+    cleanString(item?.photos?.cleanedUrl) ||
+    cleanString(item?.photos?.primaryUrl) ||
+    cleanString(item?.photoUrl) ||
+    cleanString(item?.photos?.thumbUrl) ||
+    null
+  );
+}
+
+function buildLookTitle(outfit: GeneratedSwipeCandidate, itemsById: Map<string, WardrobeItem>, index: number) {
+  const top = outfit.picks.find((pick) => pick.slot === "top");
+  const bottom = outfit.picks.find((pick) => pick.slot === "bottom");
+  const topName = itemLabel(top ? itemsById.get(top.itemId) : null);
+  const bottomName = itemLabel(bottom ? itemsById.get(bottom.itemId) : null);
+  if (topName && bottomName) {
+    return `${topName} + ${bottomName}`;
+  }
+  return `Aura edit ${index + 1}`;
+}
+
+function buildStylingNote(outfit: GeneratedSwipeCandidate, itemsById: Map<string, WardrobeItem>) {
+  const categories = outfit.picks
+    .map((pick) => itemLabel(itemsById.get(pick.itemId)))
+    .filter(Boolean)
+    .slice(0, 3);
+  return categories.length
+    ? `Lean into ${categories.join(", ").toLowerCase()} for a clean, wearable finish.`
+    : "Keep the proportions clean and let the outfit breathe.";
+}
+
+function buildDirectionLabel(index: number, total: number): "safe" | "balanced" | "bold" | null {
+  if (total < 3) return null;
+  if (index === 0) return "safe";
+  if (index === total - 1) return "bold";
+  return "balanced";
+}
+
+function toSwipeLook(
+  outfit: GeneratedSwipeCandidate,
+  itemsById: Map<string, WardrobeItem>,
+  index: number,
+  total: number,
+  learnedSummary: string | null,
+): SwipeLookPayload {
+  const pieces = outfit.picks.flatMap((pick) => {
+    const item = itemsById.get(pick.itemId);
+    if (!item) return [];
+    return [{
+      role: (pick.slot === "footwear" ? "shoes" : pick.slot) as "top" | "bottom" | "shoes" | "outerwear",
+      itemName: itemLabel(item),
+      source: "closet" as const,
+      itemId: pick.itemId,
+      imageUrl: itemImageUrl(item),
+    }];
+  });
+
+  const fromCloset = pieces.map((piece) => piece.itemName).filter(Boolean);
+  const directionLabel = buildDirectionLabel(index, total);
+
+  return {
+    id: `swipe_${index + 1}`,
+    position: index,
+    score: Math.round(outfit.score * 100) / 100,
+    reason: cleanString(outfit.reason),
+    directionLabel,
+    itemIds: outfit.picks.map((pick) => pick.itemId),
+    look: {
+      lookTitle: buildLookTitle(outfit, itemsById, index),
+      vibe: directionLabel ? `${directionLabel} direction` : "wardrobe direction",
+      shortExplanation: cleanString(outfit.reason) || "AURA built this from your wardrobe.",
+      stylingNote: buildStylingNote(outfit, itemsById),
+      personalizationLabel: directionLabel ? directionLabel.toUpperCase() : undefined,
+      personalizationNote: learnedSummary || undefined,
+      pieces,
+      fromCloset,
+      addToComplete: [],
+      alternates: [],
+      actions: [],
+    },
+  };
+}
+
+export const generateAuraSwipeBatch = onCall(
+  { secrets: ["OPENAI_API_KEY"] },
+  async (request) => {
+    const uid = request.auth?.uid;
+    if (!uid) {
+      throw new HttpsError("unauthenticated", "Authentication required");
+    }
+
+    const intentText = cleanString(request.data?.intentText) ||
+      "Build a varied batch of outfit directions from my wardrobe. Keep them polished, wearable, and distinct.";
+    const parsed = await parseSwipeIntent(intentText);
+    const requestedNumOutfits =
+      request.data?.numOutfits ?? parsed.numOutfits ?? inferRequestedOutfitCount(intentText) ?? 8;
+    const numOutfits = clampNumOutfits(requestedNumOutfits, 8);
+
+    const db = getFirestore();
+    const allItems = await fetchWardrobeItems(db, uid);
+    const memory = await loadCompactAuraMemoryContext(db, uid, null);
+    const generated = generateOutfitCandidates(allItems, parsed.intent, {
+      numOutfits,
+      memory,
+    });
+
+    logger.info("generateAuraSwipeBatch built batch", {
+      uid,
+      requestedNumOutfits,
+      numOutfits,
+      eligibleCount: generated.eligibleCount,
+      slotCounts: generated.slotCounts,
+      returned: generated.outfits.length,
+      fallbackMode: generated.fallbackMode ?? "strict",
+    });
+
+    const itemsById = new Map(allItems.map((item) => [item.id, item]));
+    const lookOptions = generated.outfits.map((outfit, index) =>
+      toSwipeLook(outfit, itemsById, index, generated.outfits.length, memory.learnedProfile?.summaryShort ?? null),
+    );
+
+    logger.info("generateAuraSwipeBatch response payload", {
+      uid,
+      lookCount: lookOptions.length,
+      lookTitles: lookOptions.map((entry) => entry.look.lookTitle),
+      itemCounts: lookOptions.map((entry) => entry.look.pieces.length),
+    });
+
+    return {
+      batchId: `swipe_${Date.now()}`,
+      intentText,
+      lookOptions,
+      primaryLook: lookOptions[0] ?? null,
+      looks: lookOptions,
+    };
+  },
+);
diff --git a/src/lib/auraSwipe.ts b/src/lib/auraSwipe.ts
new file mode 100644
index 0000000..06eceaf
--- /dev/null
+++ b/src/lib/auraSwipe.ts
@@ -0,0 +1,232 @@
+import { getFunctions, httpsCallable } from "firebase/functions";
+
+import { app } from "@/src/lib/firebase";
+import { getItemImageUrl } from "@/src/lib/itemImage";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { AuraLook } from "@/src/types/aura";
+
+const DEBUG_AURA_SWIPE =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+
+export type AuraSwipeDirectionLabel = "left" | "right" | "up";
+export type AuraSwipeFeedbackType =
+  | "outfit_liked"
+  | "outfit_disliked"
+  | "outfit_favorited"
+  | "outfit_skipped";
+
+export type AuraSwipeBatchLook = {
+  id: string;
+  position: number;
+  score: number;
+  reason: string;
+  directionLabel: "safe" | "balanced" | "bold" | null;
+  itemIds: string[];
+  look: AuraLook;
+};
+
+type GenerateAuraSwipeBatchArgs = {
+  intentText?: string;
+  numOutfits?: number;
+};
+
+type OutfitResult = {
+  id?: string;
+  picks?: { slot: "top" | "bottom" | "footwear" | "outerwear"; itemId: string }[];
+  score?: number;
+  reason?: string;
+};
+
+type SwipeBackendResponse = {
+  batchId?: string;
+  intentText?: string;
+  lookOptions?: AuraSwipeBatchLook[];
+  looks?: AuraSwipeBatchLook[];
+  primaryLook?: AuraSwipeBatchLook | AuraLook | null;
+  outfits?: OutfitResult[];
+};
+
+type GenerateAuraSwipeBatchResponse = {
+  batchId: string;
+  intentText: string;
+  lookOptions: AuraSwipeBatchLook[];
+  primaryLook: AuraSwipeBatchLook | null;
+};
+
+function cleanString(value: unknown) {
+  return String(value ?? "").trim();
+}
+
+function buildDirectionLabel(index: number, total: number): "safe" | "balanced" | "bold" | null {
+  if (total < 3) return null;
+  if (index === 0) return "safe";
+  if (index === total - 1) return "bold";
+  return "balanced";
+}
+
+function itemLabel(item?: ClothingItem | null) {
+  return (
+    cleanString(item?.name) ||
+    cleanString(item?.subCategory) ||
+    cleanString(item?.category) ||
+    "Wardrobe piece"
+  );
+}
+
+function buildLookFromOutfitResult(
+  outfit: OutfitResult,
+  itemsById: Map<string, ClothingItem>,
+  index: number,
+  total: number,
+): AuraSwipeBatchLook {
+  const pieces = (outfit.picks ?? []).flatMap((pick) => {
+    const item = itemsById.get(pick.itemId);
+    if (!item) return [];
+    return [{
+      role: (pick.slot === "footwear" ? "shoes" : pick.slot) as "top" | "bottom" | "shoes" | "outerwear",
+      itemName: itemLabel(item),
+      source: "closet" as const,
+      itemId: pick.itemId,
+      imageUrl: getItemImageUrl(item, { variant: "hero" }) ?? getItemImageUrl(item, { variant: "thumb" }) ?? null,
+    }];
+  });
+  const outerwearPiece = pieces.find((piece) => piece.role === "outerwear");
+  const topPiece = pieces.find((piece) => piece.role === "top");
+  const secondaryPiece = pieces.find(
+    (piece) => piece.role !== "outerwear" && piece.role !== "top",
+  );
+  const directionLabel = buildDirectionLabel(index, total);
+  return {
+    id: cleanString(outfit.id) || `swipe_${index + 1}`,
+    position: index,
+    score: typeof outfit.score === "number" ? outfit.score : 0,
+    reason: cleanString(outfit.reason),
+    directionLabel,
+    itemIds: pieces.map((piece) => piece.itemId),
+    look: {
+      lookTitle:
+        outerwearPiece && topPiece
+          ? `${outerwearPiece.itemName} + ${topPiece.itemName}`
+          : topPiece && secondaryPiece
+            ? `${topPiece.itemName} + ${secondaryPiece.itemName}`
+            : pieces.length >= 2
+              ? `${pieces[0].itemName} + ${pieces[1].itemName}`
+              : `Aura edit ${index + 1}`,
+      vibe: directionLabel ? `${directionLabel} direction` : "wardrobe direction",
+      shortExplanation: cleanString(outfit.reason) || "AURA built this from your wardrobe.",
+      stylingNote:
+        pieces.length > 0
+          ? `Lean into ${pieces.slice(0, 3).map((piece) => piece.itemName.toLowerCase()).join(", ")} for a clean, wearable finish.`
+          : "Keep the proportions clean and let the outfit breathe.",
+      personalizationLabel: directionLabel ? directionLabel.toUpperCase() : undefined,
+      personalizationNote: undefined,
+      pieces,
+      fromCloset: pieces.map((piece) => piece.itemName),
+      addToComplete: [],
+      alternates: [],
+      actions: [],
+    },
+  };
+}
+
+function normalizeLookOptions(
+  response: SwipeBackendResponse,
+  itemsById: Map<string, ClothingItem>,
+): AuraSwipeBatchLook[] {
+  if (Array.isArray(response.lookOptions) && response.lookOptions.length > 0) {
+    return response.lookOptions;
+  }
+  if (Array.isArray(response.looks) && response.looks.length > 0) {
+    return response.looks;
+  }
+  if (response.primaryLook && "look" in response.primaryLook) {
+    return [response.primaryLook as AuraSwipeBatchLook];
+  }
+  if (Array.isArray(response.outfits) && response.outfits.length > 0) {
+    return response.outfits.map((outfit, index, list) =>
+      buildLookFromOutfitResult(outfit, itemsById, index, list.length),
+    );
+  }
+  return [];
+}
+
+async function callGenerateAuraSwipeBatch(args: GenerateAuraSwipeBatchArgs) {
+  const functions = getFunctions(app);
+  const callable = httpsCallable<GenerateAuraSwipeBatchArgs, SwipeBackendResponse>(
+    functions,
+    "generateAuraSwipeBatch",
+  );
+  return callable(args);
+}
+
+async function callGenerateOutfitsV1(args: GenerateAuraSwipeBatchArgs) {
+  const functions = getFunctions(app);
+  const callable = httpsCallable<GenerateAuraSwipeBatchArgs, SwipeBackendResponse>(
+    functions,
+    "generateOutfitsV1",
+  );
+  return callable(args);
+}
+
+export async function generateAuraSwipeBatch(
+  args?: GenerateAuraSwipeBatchArgs & { items?: ClothingItem[] },
+): Promise<GenerateAuraSwipeBatchResponse> {
+  const request = {
+    intentText:
+      args?.intentText ??
+      "Build a varied batch of outfit directions from my wardrobe. Keep them polished, wearable, and distinct.",
+    numOutfits: args?.numOutfits ?? 8,
+  };
+  const itemsById = new Map((args?.items ?? []).map((item) => [item.id, item]));
+
+  try {
+    const result = await callGenerateAuraSwipeBatch(request);
+    if (DEBUG_AURA_SWIPE) {
+      console.log("[AURA_SWIPE]", "callable generateAuraSwipeBatch response", result.data);
+    }
+    const lookOptions = normalizeLookOptions(result.data ?? {}, itemsById);
+    if (lookOptions.length > 0) {
+      return {
+        batchId: cleanString(result.data?.batchId) || `swipe_${Date.now()}`,
+        intentText: cleanString(result.data?.intentText) || request.intentText,
+        lookOptions,
+        primaryLook: lookOptions[0] ?? null,
+      };
+    }
+    if (DEBUG_AURA_SWIPE) {
+      console.log("[AURA_SWIPE]", "generateAuraSwipeBatch returned empty lookOptions", result.data);
+    }
+  } catch (error) {
+    const code = cleanString((error as { code?: unknown })?.code);
+    if (code.includes("not-found")) {
+      console.log("[AURA_SWIPE] generateAuraSwipeBatch not deployed; using generateOutfitsV1 fallback");
+    } else {
+      console.log("[AURA_SWIPE] generateAuraSwipeBatch failed; using fallback");
+    }
+    if (code && !code.includes("not-found")) {
+      throw error instanceof Error ? error : new Error(String(error));
+    }
+  }
+
+  const fallback = await callGenerateOutfitsV1(request);
+  if (DEBUG_AURA_SWIPE) {
+    console.log("[AURA_SWIPE]", "fallback generateOutfitsV1 response", fallback.data);
+  }
+  const lookOptions = normalizeLookOptions(fallback.data ?? {}, itemsById);
+  if (lookOptions.length === 0) {
+    console.log("[AURA_SWIPE] no lookOptions after fallback");
+    throw new Error("Unable to load swipe looks – empty lookOptions");
+  }
+  return {
+    batchId: cleanString(fallback.data?.batchId) || `swipe_${Date.now()}`,
+    intentText: cleanString(fallback.data?.intentText) || request.intentText,
+    lookOptions,
+    primaryLook: lookOptions[0] ?? null,
+  };
+}
+
+export function feedbackTypeForSwipe(direction: AuraSwipeDirectionLabel): AuraSwipeFeedbackType {
+  if (direction === "left") return "outfit_disliked";
+  if (direction === "up") return "outfit_favorited";
+  return "outfit_liked";
+}

From 74045f27a2b86fe0ad9742964ec9927d28206227 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:07:14 -0500
Subject: [PATCH 13/93] feat: upgrade AURA backend, memory integration, and
 outfit generation

---
 functions/src/askAura.ts                     |  881 +++++++++++-
 functions/src/askAuraStream.ts               | 1327 +++++++++++++++++-
 functions/src/generateOutfitsV1.ts           |  129 +-
 functions/src/index.ts                       |    3 +
 functions/src/outfitChatV1.ts                |    5 +-
 functions/src/shared/auraCandidatePreview.ts |  560 ++++++++
 functions/src/shared/auraLinkIntent.ts       |   49 +
 functions/src/shared/auraMemory.ts           |   89 ++
 functions/src/shared/auraPrompt.ts           |   53 +-
 functions/src/shared/buildAuraContext.ts     |   68 +-
 functions/src/shared/detectWardrobeGaps.ts   |  140 ++
 functions/src/shared/outfitEngine.ts         |  572 ++++++--
 functions/src/shared/productLinkExtractor.ts | 1219 ++++++++++++++++
 functions/src/shared/productUrlMetadata.ts   |  404 ++++++
 14 files changed, 5333 insertions(+), 166 deletions(-)
 create mode 100644 functions/src/shared/auraCandidatePreview.ts
 create mode 100644 functions/src/shared/auraLinkIntent.ts
 create mode 100644 functions/src/shared/auraMemory.ts
 create mode 100644 functions/src/shared/detectWardrobeGaps.ts
 create mode 100644 functions/src/shared/productLinkExtractor.ts
 create mode 100644 functions/src/shared/productUrlMetadata.ts

diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index 91f5197..1c58003 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -4,13 +4,30 @@ import OpenAI from "openai";
 import { getFirestore } from "firebase-admin/firestore";
 
 import { AURA_INSTRUCTIONS } from "./shared/auraPrompt";
+import {
+  candidatePreviewResponse,
+  candidatesFromProductExtractions,
+  extractImageCandidates,
+  fallbackImageCandidates,
+  type AuraCandidateItem,
+} from "./shared/auraCandidatePreview";
+import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
 import { buildAuraContext } from "./shared/buildAuraContext";
+import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
+import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
+import {
+  ProductLinkError,
+  extractProductFromUrl,
+} from "./shared/productLinkExtractor";
 
 const db = getFirestore();
+const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
+const DEBUG_AURA_SPARSE =
+  process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
 
 type AuraResponse = {
-  presentation: "chat" | "card";
+  presentation: "chat" | "card" | "candidate_preview";
   title: string;
   reply: string;
   reason: string;
@@ -18,12 +35,20 @@ type AuraResponse = {
   ownedPieces: string[];
   recommendedAdditions: string[];
   swapSuggestion: string;
+  missingPieces?: string[];
+  upgradeSuggestions?: string[];
+  upgradeSuggestionItems?: {
+    label: string;
+    searchQuery?: string;
+  }[];
   chips: string[];
   look: {
     lookTitle: string;
     vibe: string;
     shortExplanation: string;
     stylingNote: string;
+    personalizationLabel?: string;
+    personalizationNote?: string;
     pieces: {
       role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
       itemName: string;
@@ -35,11 +60,46 @@ type AuraResponse = {
     addToComplete: string[];
     alternates: string[];
     actions: (
-      "saveLook" | "planForToday" | "showMoreLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
+      "saveLook" | "planForToday" | "likeLook" | "notMyVibe" | "showMoreLikeThis" | "lessLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
     )[];
   } | null;
+  lookOptions?: {
+    lookTitle: string;
+    vibe: string;
+    shortExplanation: string;
+    stylingNote: string;
+    personalizationLabel?: string;
+    personalizationNote?: string;
+    pieces: {
+      role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
+      itemName: string;
+      source: "closet" | "suggested";
+      itemId: string | null;
+      imageUrl: string | null;
+    }[];
+    fromCloset: string[];
+    addToComplete: string[];
+    alternates: string[];
+    actions: (
+      "saveLook" | "planForToday" | "likeLook" | "notMyVibe" | "showMoreLikeThis" | "lessLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
+    )[];
+  }[];
+  candidates?: AuraCandidateItem[];
+  candidateItems?: AuraCandidateItem[];
+};
+
+type AuraAttachment = {
+  type?: "image" | "audio";
+  uri?: string;
+  role?: string | null;
+  groupId?: string | null;
+  transcript?: string | null;
 };
 
+const ADD_IMAGE_RE =
+  /\b(add|save|store|put|upload|log)\b[\s\S]{0,80}\b(closet|wardrobe|item|items|these|this|all)\b|\b(add|save)\s+(this|these|all|item|items)\b/i;
+const BATCH_IMAGE_RE = /\b(these|all|each|separate|multiple|items)\b/i;
+
 function fallbackAuraResponse(raw: string): AuraResponse {
   return {
     presentation: "chat",
@@ -50,11 +110,84 @@ function fallbackAuraResponse(raw: string): AuraResponse {
     ownedPieces: [],
     recommendedAdditions: [],
     swapSuggestion: "",
+    missingPieces: [],
+    upgradeSuggestions: [],
+    upgradeSuggestionItems: [],
     chips: [],
     look: null,
+    lookOptions: [],
   };
 }
 
+function uniqueTrimmed(values: string[] | undefined, max = 3) {
+  return Array.from(
+    new Set(
+      (values ?? [])
+        .map((value) => String(value ?? "").trim())
+        .filter(Boolean)
+    )
+  ).slice(0, max);
+}
+
+function normalizeSuggestionItems(
+  items: AuraResponse["upgradeSuggestionItems"] | undefined,
+  fallbackSuggestions: string[],
+  contextSuggestions: WardrobeGapSuggestion[]
+) {
+  const entries: [string, { label: string; searchQuery?: string }][] = [];
+  for (const item of items ?? []) {
+    const label = String(item?.label ?? "").trim();
+    if (!label) continue;
+    const searchQuery = String(item?.searchQuery ?? "").trim();
+    entries.push([label.toLowerCase(), { label, searchQuery: searchQuery || undefined }]);
+  }
+  const normalizedItems = Array.from(new Map(entries).values());
+
+  if (normalizedItems.length) return normalizedItems.slice(0, 3);
+
+  return fallbackSuggestions
+    .map((label) => {
+      const match = contextSuggestions.find(
+        (suggestion) => suggestion.label.toLowerCase() === label.toLowerCase()
+      );
+      return {
+        label,
+        searchQuery: match?.searchQuery,
+      };
+    })
+    .filter((item) => item.label)
+    .slice(0, 3);
+}
+
+const MULTI_LOOK_REQUEST_RE =
+  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?|directions?)|safe,\s*balanced,\s*(?:and\s*)?bold|safe\s+balanced\s+bold|different\s+directions|few\s+outfits?)\b/i;
+
+function parseRequestedLookCount(message: string) {
+  const text = String(message ?? "").toLowerCase();
+  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 4;
+  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 3;
+  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 2;
+  if (/\bsafe,\s*balanced,\s*(?:and\s*)?bold\b|\bsafe\s+balanced\s+bold\b/.test(text)) return 3;
+  if (/\bmultiple\s+(?:outfits?|looks?|options?|directions?)\b|\bdifferent\s+directions\b|\bfew\s+outfits?\b/.test(text)) return 3;
+  return 1;
+}
+
+function wantsMultipleLooks(message: string) {
+  return MULTI_LOOK_REQUEST_RE.test(String(message ?? ""));
+}
+
+function buildMultiLookRequestNote(userMessage: string) {
+  if (!wantsMultipleLooks(userMessage)) return "";
+  const count = Math.min(3, Math.max(2, parseRequestedLookCount(userMessage)));
+  return (
+    "\n\nMulti-look requirement:\n" +
+    "The user is explicitly asking for multiple outfit options.\n" +
+    `Return presentation "card" and provide ${count} structured looks in lookOptions whenever you can do so safely.\n` +
+    "Do not answer this with only prose, outfitItems, ownedPieces, or recommendedAdditions if structured looks are possible.\n" +
+    "If only one structured look is possible, still return that one structured look and leave a concise reply."
+  );
+}
+
 function shortenLookReply(text: string) {
   const trimmed = String(text ?? "").trim();
   if (!trimmed) return trimmed;
@@ -64,36 +197,257 @@ function shortenLookReply(text: string) {
   return `${trimmed.slice(0, 117).trimEnd()}...`;
 }
 
+function uniqueActions(actions: string[]) {
+  return Array.from(new Set(actions.filter(Boolean)));
+}
+
+const PERSONALIZATION_BLOCKLIST = [
+  /stored preferences?/i,
+  /profile data/i,
+  /learned memory/i,
+  /memory suggests/i,
+  /your profile says/i,
+  /\bdata suggests\b/i,
+];
+
+function cleanPersonalizationText(text: string, maxLength: number) {
+  const trimmed = String(text ?? "")
+    .replace(/\s+/g, " ")
+    .replace(/^["'`\-–—\s]+|["'`\-–—\s]+$/g, "")
+    .trim();
+  if (!trimmed) return "";
+  if (PERSONALIZATION_BLOCKLIST.some((pattern) => pattern.test(trimmed))) {
+    return "";
+  }
+  if (trimmed.length <= maxLength) return trimmed;
+  return `${trimmed.slice(0, maxLength - 3).trimEnd()}...`;
+}
+
+function fallbackPersonalization(
+  auraContext?: {
+    preferenceContext?: {
+      explicitProfile?: {
+        styleVibes?: string[];
+        preferredFits?: string[];
+        favoriteColors?: string[];
+        experimentationLevel?: "low" | "medium" | "high";
+      } | null;
+      learnedProfile?: {
+        confidence?: number;
+        inferredFavoriteColors?: string[];
+        inferredFits?: string[];
+      } | null;
+      session?: {
+        currentOccasion?: string;
+        vibeForThisSession?: string;
+      } | null;
+    } | null;
+  }
+) {
+  const explicit = auraContext?.preferenceContext?.explicitProfile;
+  const learned = auraContext?.preferenceContext?.learnedProfile;
+  const session = auraContext?.preferenceContext?.session;
+  const learnedConfidence = learned?.confidence ?? 0;
+
+  if (session?.currentOccasion && session?.vibeForThisSession) {
+    return {
+      label: `Right for ${session.currentOccasion}`,
+      note: `It keeps the ${session.vibeForThisSession} tone, but still feels polished enough for ${session.currentOccasion}.`,
+    };
+  }
+
+  if (session?.vibeForThisSession) {
+    return {
+      label: `Set to ${session.vibeForThisSession}`,
+      note: `This keeps the mood pointed toward ${session.vibeForThisSession} without losing polish.`,
+    };
+  }
+  if (session?.currentOccasion) {
+    return {
+      label: `Built for ${session.currentOccasion}`,
+      note: `It is shaped around ${session.currentOccasion} first, so it feels right for the moment instead of generic.`,
+    };
+  }
+  if (explicit?.styleVibes?.length && explicit?.favoriteColors?.length) {
+    const vibe = explicit.styleVibes[0];
+    const color = explicit.favoriteColors[0];
+    if (explicit.experimentationLevel === "high") {
+      return {
+        label: "A touch bolder",
+        note: `It still sits inside your ${vibe} lane, just with a slightly bolder ${color}-leaning twist.`,
+      };
+    }
+    return {
+      label: `Feels like your ${vibe} side`,
+      note: `It stays close to your ${vibe} direction and keeps the palette near shades that already feel easy on you.`,
+    };
+  }
+  if (explicit?.preferredFits?.length) {
+    const fit = explicit.preferredFits[0];
+    return {
+      label: `Leans ${fit} in fit`,
+      note: `The proportions stay closer to your natural ${fit} fit.`,
+    };
+  }
+  if (explicit?.styleVibes?.length) {
+    const vibe = explicit.styleVibes[0];
+    if (explicit.experimentationLevel === "high") {
+      return {
+        label: "A little bolder than usual",
+        note: `It still sits inside your ${vibe} lane, just with a more adventurous edge.`,
+      };
+    }
+    if (explicit.experimentationLevel === "low") {
+      return {
+        label: "Closer to your usual lane",
+        note: `This keeps things grounded in your usual ${vibe} direction.`,
+      };
+    }
+    return {
+      label: `Works for your ${vibe} style`,
+      note: `It stays close to the ${vibe} direction that already feels natural on you.`,
+    };
+  }
+  if (learnedConfidence >= 0.62 && learned?.inferredFavoriteColors?.length) {
+    return {
+      label: "Closer to your usual palette",
+      note: "The palette stays near the colors you seem to keep coming back to, so it still feels familiar in a good way.",
+    };
+  }
+  if (learnedConfidence >= 0.62 && learned?.inferredFits?.length) {
+    return {
+      label: `Feels more ${learned.inferredFits[0]}`,
+      note: "The proportions stay near the shapes you seem to respond to best.",
+    };
+  }
+  if (learnedConfidence >= 0.42 && learned?.inferredFavoriteColors?.length) {
+    return {
+      label: "Still feels like you",
+      note: "This keeps the palette in a range that already seems easy for you to wear.",
+    };
+  }
+  return {label: "", note: ""};
+}
+
+function normalizeLookSurface(
+  look: NonNullable<AuraResponse["look"]>,
+  auraContext?: {
+    wardrobe?: {
+      footwear?: Record<string, string>[];
+    };
+    preferenceContext?: {
+      explicitProfile?: {
+        styleVibes?: string[];
+        preferredFits?: string[];
+        experimentationLevel?: "low" | "medium" | "high";
+        favoriteColors?: string[];
+      } | null;
+      learnedProfile?: {
+        confidence?: number;
+        inferredFavoriteColors?: string[];
+        inferredFits?: string[];
+      } | null;
+      session?: {
+        currentOccasion?: string;
+        vibeForThisSession?: string;
+      } | null;
+    } | null;
+  }
+) {
+  if (look.stylingNote) {
+    look.stylingNote = shortenLookReply(look.stylingNote);
+  }
+
+  const ownedPieces = look.pieces
+    .filter((piece) => piece.source === "closet")
+    .map((piece) => piece.itemName)
+    .filter(Boolean);
+  const suggestedPieces = look.pieces
+    .filter((piece) => piece.source === "suggested")
+    .map((piece) => piece.itemName)
+    .filter(Boolean);
+
+  look.fromCloset = Array.from(new Set(ownedPieces));
+  look.addToComplete = Array.from(
+    new Set(suggestedPieces.filter((piece) => !look.fromCloset.includes(piece)))
+  );
+  look.actions = uniqueActions([
+    ...(look.actions ?? []),
+    "likeLook",
+    "notMyVibe",
+    "showMoreLikeThis",
+    "lessLikeThis",
+    "useOnlyMyCloset",
+    "makeItDressier",
+    "shopMissingPieces",
+  ]) as NonNullable<AuraResponse["look"]>["actions"];
+
+  const personalization = fallbackPersonalization(auraContext);
+  look.personalizationLabel =
+    cleanPersonalizationText(String(look.personalizationLabel ?? ""), 38) ||
+    personalization.label;
+  look.personalizationNote =
+    cleanPersonalizationText(String(look.personalizationNote ?? ""), 150) ||
+    personalization.note;
+
+  return {
+    ownedPieces: look.fromCloset,
+    recommendedAdditions: look.addToComplete,
+  };
+}
+
 function normalizeAuraResponse(
   response: AuraResponse,
+  userMessage?: string,
   auraContext?: {
     wardrobe?: {
       footwear?: Record<string, string>[];
     };
+    categoryCounts?: {
+      tops: number;
+      bottoms: number;
+      footwear: number;
+      outerwear: number;
+      accessories: number;
+    };
+    isSparseWardrobe?: boolean;
+    wardrobeGaps?: {
+      missingCore?: { label: string }[];
+      weakAreas?: { label: string }[];
+      suggestions?: WardrobeGapSuggestion[];
+    };
+    preferenceContext?: {
+      explicitProfile?: {
+        styleVibes?: string[];
+        preferredFits?: string[];
+        experimentationLevel?: "low" | "medium" | "high";
+      } | null;
+      learnedProfile?: {
+        confidence?: number;
+        inferredFavoriteColors?: string[];
+        inferredFits?: string[];
+      } | null;
+      session?: {
+        currentOccasion?: string;
+        vibeForThisSession?: string;
+      } | null;
+    } | null;
   }
 ) {
-  if (response.look) {
+  const multiRequested = wantsMultipleLooks(userMessage ?? "");
+  if (response.lookOptions?.length) {
+    response.lookOptions = response.lookOptions.slice(0, 3);
+  }
+
+  if (response.look || response.lookOptions?.length) {
     response.reply = shortenLookReply(response.reply);
     response.reason = "";
-    if (response.look.stylingNote) {
-      response.look.stylingNote = shortenLookReply(response.look.stylingNote);
-    }
+  }
 
-    const ownedPieces = response.look.pieces
-      .filter((piece) => piece.source === "closet")
-      .map((piece) => piece.itemName)
-      .filter(Boolean);
-    const suggestedPieces = response.look.pieces
-      .filter((piece) => piece.source === "suggested")
-      .map((piece) => piece.itemName)
-      .filter(Boolean);
-
-    response.ownedPieces = Array.from(new Set(ownedPieces));
-    response.recommendedAdditions = Array.from(
-      new Set(suggestedPieces.filter((piece) => !response.ownedPieces.includes(piece)))
-    );
-    response.look.fromCloset = response.ownedPieces;
-    response.look.addToComplete = response.recommendedAdditions;
+  if (response.look) {
+    const normalized = normalizeLookSurface(response.look, auraContext);
+    response.ownedPieces = normalized.ownedPieces;
+    response.recommendedAdditions = normalized.recommendedAdditions;
 
     const eligibleFootwear = auraContext?.wardrobe?.footwear ?? [];
     const selectedOwnedFootwear = response.look.pieces.filter(
@@ -111,18 +465,245 @@ function normalizeAuraResponse(
       });
     }
   }
+
+  if (!response.look && response.lookOptions?.length) {
+    response.look = response.lookOptions[0];
+  }
+  if (response.lookOptions?.length) {
+    response.lookOptions = response.lookOptions.map((look) => {
+      normalizeLookSurface(look, auraContext);
+      return look;
+    });
+  }
+  if (multiRequested && !response.lookOptions?.length && response.look) {
+    logger.warn("[AURA_MULTI] multi-look request returned only one structured look", {
+      requestedCount: parseRequestedLookCount(userMessage ?? ""),
+      lookTitle: response.look.lookTitle,
+    });
+    response.lookOptions = [response.look];
+  }
+  if (multiRequested && !response.look && !response.lookOptions?.length) {
+    logger.warn("[AURA_MULTI] multi-look request returned no structured looks", {
+      requestedCount: parseRequestedLookCount(userMessage ?? ""),
+      title: response.title,
+      reply: response.reply,
+      ownedPiecesCount: response.ownedPieces?.length ?? 0,
+      recommendedAdditionsCount: response.recommendedAdditions?.length ?? 0,
+      outfitItemsCount: response.outfitItems?.length ?? 0,
+    });
+  }
+
+  const gapContext = auraContext?.wardrobeGaps;
+  const derivedMissing = uniqueTrimmed([
+    ...(response.missingPieces ?? []),
+    ...(auraContext?.isSparseWardrobe
+      ? [
+          ...(gapContext?.missingCore?.map((gap) => gap.label) ?? []),
+          ...(gapContext?.weakAreas?.slice(0, 1).map((gap) => gap.label) ?? []),
+        ]
+      : gapContext?.missingCore?.map((gap) => gap.label) ?? []),
+  ]);
+  const derivedSuggestions = uniqueTrimmed([
+    ...(response.upgradeSuggestions ?? []),
+    ...((gapContext?.suggestions ?? []).map((suggestion) => suggestion.label) ?? []),
+  ]);
+
+  const maxSuggestionCount = auraContext?.isSparseWardrobe ? 3 : 2;
+  response.missingPieces = derivedMissing.slice(0, maxSuggestionCount);
+  response.upgradeSuggestions = derivedSuggestions
+    .filter((suggestion) => !response.missingPieces?.includes(suggestion))
+    .slice(0, maxSuggestionCount);
+  response.upgradeSuggestionItems = normalizeSuggestionItems(
+    response.upgradeSuggestionItems,
+    response.upgradeSuggestions,
+    gapContext?.suggestions ?? []
+  ).filter((item) => !response.missingPieces?.includes(item.label));
+
+  if (!auraContext?.isSparseWardrobe && !(gapContext?.missingCore?.length ?? 0)) {
+    response.missingPieces = response.missingPieces?.slice(0, 1) ?? [];
+    response.upgradeSuggestions = response.upgradeSuggestions?.slice(0, 1) ?? [];
+    response.upgradeSuggestionItems = response.upgradeSuggestionItems?.slice(0, 1) ?? [];
+  }
+
+  if (DEBUG_AURA_SPARSE) {
+    logger.info("[AURA_SPARSE_NORMALIZED]", {
+      isSparseWardrobe: auraContext?.isSparseWardrobe ?? false,
+      categoryCounts: auraContext?.categoryCounts ?? null,
+      detectedGaps: {
+        missingCore: gapContext?.missingCore?.map((gap) => gap.label) ?? [],
+        weakAreas: gapContext?.weakAreas?.map((gap) => gap.label) ?? [],
+      },
+      missingPieces: response.missingPieces ?? [],
+      upgradeSuggestions: response.upgradeSuggestions ?? [],
+      upgradeSuggestionItems: response.upgradeSuggestionItems ?? [],
+    });
+  }
+
   return response;
 }
 
+function parseAuraAttachments(input: unknown): AuraAttachment[] {
+  if (!Array.isArray(input)) return [];
+  return input.reduce<AuraAttachment[]>((out, entry) => {
+      if (!entry || typeof entry !== "object") return out;
+      const candidate = entry as Record<string, unknown>;
+      const type = candidate.type === "audio" ? "audio" : candidate.type === "image" ? "image" : null;
+      const uri = String(candidate.uri ?? "").trim();
+      if (!type || !uri) return out;
+      out.push({
+        type,
+        uri,
+        role: typeof candidate.role === "string" ? candidate.role : null,
+        groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
+        transcript: typeof candidate.transcript === "string" ? candidate.transcript : null,
+      });
+      return out;
+    }, [])
+    .slice(0, 8);
+}
+
+function attachmentContextText(attachments: AuraAttachment[]) {
+  if (!attachments.length) return "No attachments.";
+  return JSON.stringify(
+    attachments.map((attachment, index) => ({
+      index,
+      type: attachment.type,
+      role: attachment.role ?? null,
+      groupId: attachment.groupId ?? null,
+      transcript: attachment.transcript ?? null,
+      uri: attachment.uri,
+    })),
+    null,
+    2
+  );
+}
+
+function safeUrlHost(uri: string | undefined) {
+  if (!uri) return null;
+  try {
+    return new URL(uri).host;
+  } catch {
+    return null;
+  }
+}
+
+function auraLinkErrorMessage(error: unknown) {
+  if (error instanceof ProductLinkError) {
+    if (error.code === "invalid_url") return "That product link does not look valid.";
+    if (error.code === "unsafe_url") return "I cannot fetch that kind of link.";
+    if (error.code === "fetch_failed") {
+      return "I couldn't read that product link. Try another link or upload a photo.";
+    }
+    if (error.code === "no_metadata") {
+      return "I couldn't find product details on that page. Try another link or upload a photo.";
+    }
+    if (error.code === "no_images") {
+      return "I couldn't find usable product images on that page. Try another link or upload a photo.";
+    }
+    if (error.code === "draft_failed") {
+      return "I found the product, but couldn't create a wardrobe draft.";
+    }
+  }
+  return "I couldn't read that product link. Try another link or upload a photo.";
+}
+
+function productContextText(
+  products: Awaited<ReturnType<typeof extractProductFromUrl>>[],
+) {
+  return JSON.stringify(
+    products.map((product) => ({
+      metadata: product.metadata,
+      imageUrls: product.imageUrls.slice(0, 4),
+    })),
+    null,
+    2,
+  );
+}
+
+type ClientAuraIntent =
+  | "add_item"
+  | "add_items_batch"
+  | "add_from_link"
+  | "add_from_links_batch"
+  | string
+  | null;
+
+function imageGroupsForAddIntent(
+  text: string,
+  attachments: AuraAttachment[],
+  clientIntent?: ClientAuraIntent,
+) {
+  const images = attachments.filter(
+    (attachment): attachment is AuraAttachment & { uri: string } =>
+      attachment.type === "image" && !!attachment.uri,
+  );
+  const forceAdd =
+    clientIntent === "add_item" || clientIntent === "add_items_batch";
+  if (!images.length || (!forceAdd && !ADD_IMAGE_RE.test(text))) return [];
+  const shouldSplit =
+    images.length > 1 &&
+    (clientIntent === "add_items_batch" ||
+      images[0]?.role === "separate_items" ||
+      BATCH_IMAGE_RE.test(text));
+  return shouldSplit ? images.map((image) => [image.uri]) : [images.map((image) => image.uri)];
+}
+
+function logCallableCandidatePayload(
+  uid: string,
+  source: "image" | "link",
+  data: ReturnType<typeof candidatePreviewResponse>,
+) {
+  const payload = { ok: true, data };
+  const serialized = JSON.stringify(payload);
+  logger.info("[AURA_CANDIDATE_BACKEND] callable final candidate payload", {
+    uid,
+    source,
+    dataKeys: Object.keys(data),
+    payloadKeys: Object.keys(payload),
+    candidateItemsCount: data.candidateItems.length,
+    candidatesCount: data.candidates.length,
+    presentation: data.presentation,
+    serializedLength: serialized.length,
+    serializedPreview: serialized.slice(0, 1200),
+  });
+}
+
 export const askAura = onCall(
   { secrets: ["OPENAI_API_KEY"] },
   async (request) => {
+    logger.info("[AURA_BACKEND_VERSION] askAura callable entry", {
+      version: AURA_BACKEND_VERSION,
+      requestKeys: Object.keys(request.data ?? {}),
+      prompt: typeof request.data?.message === "string" ? request.data.message : null,
+      attachmentCount: Array.isArray(request.data?.attachments) ? request.data.attachments.length : 0,
+      clientIntent: typeof request.data?.clientIntent === "string" ? request.data.clientIntent : null,
+    });
     const uid = request.auth?.uid;
     if (!uid) {
       throw new HttpsError("unauthenticated", "User must be signed in.");
     }
 
     const userMessage = String(request.data?.message || "").trim();
+    const attachments = parseAuraAttachments(request.data?.attachments);
+    const clientIntent = typeof request.data?.clientIntent === "string" ? request.data.clientIntent : null;
+    const linkIntent = classifyAuraLinkIntent(userMessage);
+    const detectedUrls = extractUrlsFromText(userMessage);
+    logger.info("[AURA_SEND] callable request received", {
+      uid,
+      hasMessage: !!userMessage,
+      linkIntent,
+      clientIntent,
+      detectedUrlCount: detectedUrls.length,
+      detectedDomains: detectedUrls.map((entry) => safeUrlHost(entry.normalized)),
+      attachmentCount: attachments.length,
+      attachments: attachments.map((attachment) => ({
+        type: attachment.type,
+        role: attachment.role ?? null,
+        groupId: attachment.groupId ?? null,
+        hasUri: !!attachment.uri,
+        uriHost: safeUrlHost(attachment.uri),
+      })),
+    });
     const history = Array.isArray(request.data?.history)
       ? request.data.history
           .map((entry: unknown) => {
@@ -142,8 +723,106 @@ export const askAura = onCall(
     const selectedDate = request.data?.selectedDate || null;
     const occasion = request.data?.occasion || null;
 
-    if (!userMessage) {
-      throw new HttpsError("invalid-argument", "Message is required.");
+    if (!userMessage && attachments.length === 0) {
+      throw new HttpsError("invalid-argument", "Message or attachment is required.");
+    }
+
+    const client = new OpenAI({
+      apiKey: process.env.OPENAI_API_KEY,
+    });
+    const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, clientIntent);
+
+    if (imageCandidateGroups.length > 0) {
+      logger.info("[AURA_CANDIDATE] image add intent classified", {
+        uid,
+        candidateCount: imageCandidateGroups.length,
+      });
+      try {
+        let candidates = await extractImageCandidates({
+          client,
+          imageGroups: imageCandidateGroups,
+        });
+        if (!candidates.length) {
+          logger.warn("[AURA_CANDIDATE_BACKEND] callable image extraction returned no candidates; using fallback", {
+            uid,
+            groupCount: imageCandidateGroups.length,
+          });
+          candidates = fallbackImageCandidates(imageCandidateGroups);
+        }
+        logger.info("[AURA_CANDIDATE] callable image preview response", {
+          uid,
+          candidateCount: candidates.length,
+          candidateIds: candidates.map((candidate) => candidate.candidateId),
+        });
+        const data = candidatePreviewResponse(candidates);
+        logger.info("[AURA_CANDIDATE_BACKEND] callable raw image candidate object", {
+          uid,
+          keys: Object.keys(data),
+          candidateItems: data.candidateItems,
+        });
+        logCallableCandidatePayload(uid, "image", data);
+        return {
+          ok: true,
+          data,
+        };
+      } catch (error) {
+        logger.error("[AURA_LINK_ERROR] image candidate extraction failed", {
+          uid,
+          error,
+        });
+        return {
+          ok: true,
+          data: fallbackAuraResponse("I couldn't read that item photo. Try another photo or add it manually."),
+        };
+      }
+    }
+
+    if (
+      linkIntent === "add_from_link" ||
+      linkIntent === "add_from_links_batch" ||
+      clientIntent === "add_from_link" ||
+      clientIntent === "add_from_links_batch"
+    ) {
+      if (!detectedUrls.length) {
+        throw new HttpsError("invalid-argument", "A product link is required.");
+      }
+      logger.info("[AURA_LINK] add intent classified", {
+        uid,
+        linkIntent,
+        urlCount: detectedUrls.length,
+      });
+      try {
+        const extractions = [];
+        for (const detectedUrl of detectedUrls.slice(0, 5)) {
+          extractions.push(await extractProductFromUrl(detectedUrl.normalized));
+        }
+        logger.info("[AURA_CANDIDATE] callable link preview response", {
+          uid,
+          candidateCount: extractions.length,
+          domains: extractions.map((extraction) => extraction.metadata.domain),
+        });
+        const data = candidatePreviewResponse(candidatesFromProductExtractions(extractions));
+        logger.info("[AURA_CANDIDATE_BACKEND] callable raw link candidate object", {
+          uid,
+          keys: Object.keys(data),
+          candidateItems: data.candidateItems,
+        });
+        logCallableCandidatePayload(uid, "link", data);
+        return {
+          ok: true,
+          data,
+        };
+      } catch (error) {
+        logger.error("[AURA_LINK_ERROR] add from link failed", {
+          uid,
+          linkIntent,
+          error,
+        });
+        return {
+          ok: true,
+          data: fallbackAuraResponse(auraLinkErrorMessage(error)),
+        };
+      }
     }
 
     const itemsSnap = await db.collection("users").doc(uid).collection("items").get();
@@ -152,23 +831,49 @@ export const askAura = onCall(
       ...doc.data(),
     })) as (Record<string, unknown> & { id: string })[];
 
+    const auraMemory = await loadCompactAuraMemoryContext(
+      db,
+      uid,
+      typeof request.data?.chatId === "string" ? request.data.chatId : null
+    );
     const auraContext = buildAuraContext({
       items,
       weather: request.data?.weather || null,
       occasion,
       selectedDate,
+      memory: auraMemory,
     });
     logger.info("AURA closet context", {
       counts: auraContext.counts,
+      isSparseWardrobe: auraContext.isSparseWardrobe,
+      categoryCounts: auraContext.categoryCounts,
+      detectedGaps: auraContext.wardrobeGaps,
       footwearAvailable: auraContext.wardrobeDebug?.footwearAvailable ?? [],
       excludedFootwear: auraContext.wardrobeDebug?.excludedFootwear ?? [],
     });
     const userProfile = await loadAuraUserProfile(uid);
+    let linkProductContext = "No product links.";
+    if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
+      logger.info("[AURA_LINK] analyze intent classified", {
+        uid,
+        urlCount: detectedUrls.length,
+      });
+      try {
+        const products = [];
+        for (const detectedUrl of detectedUrls.slice(0, 3)) {
+          products.push(await extractProductFromUrl(detectedUrl.normalized));
+        }
+        linkProductContext = productContextText(products);
+      } catch (error) {
+        logger.error("[AURA_LINK_ERROR] analyze link extraction failed", {
+          uid,
+          error,
+        });
+        linkProductContext = auraLinkErrorMessage(error);
+      }
+    }
 
     try {
-      const client = new OpenAI({
-        apiKey: process.env.OPENAI_API_KEY,
-      });
       const response = await client.responses.create({
         model: "gpt-5.4",
         input: [
@@ -184,9 +889,20 @@ export const askAura = onCall(
                 text:
                   `User profile:\n${JSON.stringify(userProfile, null, 2)}\n\n` +
                   `Aura context:\n${JSON.stringify(auraContext, null, 2)}\n\n` +
+                  `Stylist brief:\n${auraContext.stylistBrief || "Personalize lightly."}\n\n` +
                   `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
-                  `User request:\n${userMessage}`,
+                  `Product link context:\n${linkProductContext}\n\n` +
+                  `Attachments:\n${attachmentContextText(attachments)}\n\n` +
+                  `User request:\n${userMessage}` +
+                  buildMultiLookRequestNote(userMessage),
               },
+              ...attachments
+                .filter((attachment) => attachment.type === "image")
+                .map((attachment) => ({
+                  type: "input_image" as const,
+                  image_url: attachment.uri ?? "",
+                  detail: "auto" as const,
+                })),
             ],
           },
         ],
@@ -234,6 +950,29 @@ export const askAura = onCall(
                   type: "string",
                   description: "One short direct swap suggestion. Leave empty if not needed.",
                 },
+                missingPieces: {
+                  type: "array",
+                  description: "Short labels for missing or thin wardrobe areas.",
+                  items: { type: "string" },
+                },
+                upgradeSuggestions: {
+                  type: "array",
+                  description: "Short, human-readable upgrade ideas for improving future outfits.",
+                  items: { type: "string" },
+                },
+                upgradeSuggestionItems: {
+                  type: "array",
+                  description: "Optional structured suggestion metadata for future shopping hooks.",
+                  items: {
+                    type: "object",
+                    additionalProperties: false,
+                    properties: {
+                      label: { type: "string" },
+                      searchQuery: { type: "string" },
+                    },
+                    required: ["label"],
+                  },
+                },
                 chips: {
                   type: "array",
                   description: "Useful next prompts for AURA, short and action-oriented.",
@@ -250,6 +989,8 @@ export const askAura = onCall(
                         vibe: { type: "string" },
                         shortExplanation: { type: "string" },
                         stylingNote: { type: "string" },
+                        personalizationLabel: { type: "string" },
+                        personalizationNote: { type: "string" },
                         pieces: {
                           type: "array",
                           items: {
@@ -272,7 +1013,7 @@ export const askAura = onCall(
                           type: "array",
                           items: {
                             type: "string",
-                            enum: ["saveLook", "planForToday", "showMoreLikeThis", "shopMissingPieces", "useOnlyMyCloset", "makeItDressier"],
+                            enum: ["saveLook", "planForToday", "likeLook", "notMyVibe", "showMoreLikeThis", "lessLikeThis", "shopMissingPieces", "useOnlyMyCloset", "makeItDressier"],
                           },
                         },
                       },
@@ -280,6 +1021,47 @@ export const askAura = onCall(
                     },
                   ],
                 },
+                lookOptions: {
+                  type: "array",
+                  items: {
+                    type: "object",
+                    additionalProperties: false,
+                    properties: {
+                      lookTitle: { type: "string" },
+                      vibe: { type: "string" },
+                      shortExplanation: { type: "string" },
+                      stylingNote: { type: "string" },
+                      personalizationLabel: { type: "string" },
+                      personalizationNote: { type: "string" },
+                      pieces: {
+                        type: "array",
+                        items: {
+                          type: "object",
+                          additionalProperties: false,
+                          properties: {
+                            role: { type: "string", enum: ["top", "bottom", "shoes", "outerwear", "accessory"] },
+                            itemName: { type: "string" },
+                            source: { type: "string", enum: ["closet", "suggested"] },
+                            itemId: { type: ["string", "null"] },
+                            imageUrl: { type: ["string", "null"] },
+                          },
+                          required: ["role", "itemName", "source", "itemId", "imageUrl"],
+                        },
+                      },
+                      fromCloset: { type: "array", items: { type: "string" } },
+                      addToComplete: { type: "array", items: { type: "string" } },
+                      alternates: { type: "array", items: { type: "string" } },
+                      actions: {
+                        type: "array",
+                        items: {
+                          type: "string",
+                          enum: ["saveLook", "planForToday", "likeLook", "notMyVibe", "showMoreLikeThis", "lessLikeThis", "shopMissingPieces", "useOnlyMyCloset", "makeItDressier"],
+                        },
+                      },
+                    },
+                    required: ["lookTitle", "vibe", "shortExplanation", "stylingNote", "pieces", "fromCloset", "addToComplete", "alternates", "actions"],
+                  },
+                },
               },
               required: [
                 "presentation",
@@ -290,8 +1072,12 @@ export const askAura = onCall(
                 "ownedPieces",
                 "recommendedAdditions",
                 "swapSuggestion",
+                "missingPieces",
+                "upgradeSuggestions",
+                "upgradeSuggestionItems",
                 "chips",
                 "look",
+                "lookOptions",
               ],
             },
           },
@@ -306,12 +1092,47 @@ export const askAura = onCall(
       } catch {
         parsed = fallbackAuraResponse(raw);
       }
+      logger.info("[AURA_MULTI] structured response parsed", {
+        uid,
+        multiRequested: wantsMultipleLooks(userMessage),
+        requestedCount: parseRequestedLookCount(userMessage),
+        rawPresentation: parsed.presentation,
+        rawHasLook: !!parsed.look,
+        rawLookOptionsCount: parsed.lookOptions?.length ?? 0,
+        rawOwnedPiecesCount: parsed.ownedPieces?.length ?? 0,
+        rawOutfitItemsCount: parsed.outfitItems?.length ?? 0,
+      });
+      const normalized = normalizeAuraResponse(parsed, userMessage, auraContext);
+      logger.info("[AURA_MULTI] structured response normalized", {
+        uid,
+        multiRequested: wantsMultipleLooks(userMessage),
+        normalizedPresentation: normalized.presentation,
+        normalizedHasLook: !!normalized.look,
+        normalizedLookOptionsCount: normalized.lookOptions?.length ?? 0,
+        normalizedOwnedPiecesCount: normalized.ownedPieces?.length ?? 0,
+        missingPiecesCount: normalized.missingPieces?.length ?? 0,
+        upgradeSuggestionsCount: normalized.upgradeSuggestions?.length ?? 0,
+      });
+      logger.info("[AURA_RESPONSE_FINAL] callable final response", {
+        uid,
+        presentation: normalized.presentation,
+        hasLook: !!normalized.look,
+        lookOptionsCount: normalized.lookOptions?.length ?? 0,
+        ownedPiecesCount: normalized.ownedPieces?.length ?? 0,
+        recommendedAdditionsCount: normalized.recommendedAdditions?.length ?? 0,
+        missingPiecesCount: normalized.missingPieces?.length ?? 0,
+        upgradeSuggestionsCount: normalized.upgradeSuggestions?.length ?? 0,
+        outfitItemsCount: normalized.outfitItems?.length ?? 0,
+        title: normalized.title,
+        replyPreview: String(normalized.reply ?? "").slice(0, 160),
+      });
 
-      return { ok: true, data: normalizeAuraResponse(parsed, auraContext) };
+      return { ok: true, data: normalized };
     } catch (error) {
-      logger.error("askAura failed", {
+      logger.error("[AURA_ERROR] askAura failed", {
         uid,
         message: userMessage,
+        attachmentCount: attachments.length,
         error,
       });
       throw new HttpsError("internal", "Aura could not respond right now.");
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index eeba31c..57e9b1b 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -5,13 +5,33 @@ import { onRequest } from "firebase-functions/v2/https";
 import OpenAI from "openai";
 
 import { AURA_INSTRUCTIONS, AURA_STREAM_INSTRUCTIONS } from "./shared/auraPrompt";
+import {
+  candidatePreviewResponse,
+  candidatesFromProductExtractions,
+  extractImageCandidates,
+  fallbackImageCandidates,
+  productCategoryHintsFromText,
+  rankProductLinkImages,
+  type AuraCandidateItem,
+} from "./shared/auraCandidatePreview";
+import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
 import { buildAuraContext } from "./shared/buildAuraContext";
+import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
+import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
+import { extractProductUrlMetadata } from "./shared/productUrlMetadata";
+import {
+  ProductLinkError,
+  extractProductFromUrl,
+} from "./shared/productLinkExtractor";
 
 const db = getFirestore();
+const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
+const DEBUG_AURA_SPARSE =
+  process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
 
 type AuraResponse = {
-  presentation: "chat" | "card";
+  presentation: "chat" | "card" | "candidate_preview";
   title: string;
   reply: string;
   reason: string;
@@ -19,12 +39,20 @@ type AuraResponse = {
   ownedPieces: string[];
   recommendedAdditions: string[];
   swapSuggestion: string;
+  missingPieces?: string[];
+  upgradeSuggestions?: string[];
+  upgradeSuggestionItems?: {
+    label: string;
+    searchQuery?: string;
+  }[];
   chips: string[];
   look: {
     lookTitle: string;
     vibe: string;
     shortExplanation: string;
     stylingNote: string;
+    personalizationLabel?: string;
+    personalizationNote?: string;
     pieces: {
       role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
       itemName: string;
@@ -36,11 +64,83 @@ type AuraResponse = {
     addToComplete: string[];
     alternates: string[];
     actions: (
-      "saveLook" | "planForToday" | "showMoreLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
+      "saveLook" | "planForToday" | "likeLook" | "notMyVibe" | "showMoreLikeThis" | "lessLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
     )[];
   } | null;
+  lookOptions?: {
+    lookTitle: string;
+    vibe: string;
+    shortExplanation: string;
+    stylingNote: string;
+    personalizationLabel?: string;
+    personalizationNote?: string;
+    pieces: {
+      role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
+      itemName: string;
+      source: "closet" | "suggested";
+      itemId: string | null;
+      imageUrl: string | null;
+    }[];
+    fromCloset: string[];
+    addToComplete: string[];
+    alternates: string[];
+    actions: (
+      "saveLook" | "planForToday" | "likeLook" | "notMyVibe" | "showMoreLikeThis" | "lessLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
+    )[];
+  }[];
+  candidates?: AuraCandidateItem[];
+  candidateItems?: AuraCandidateItem[];
+};
+
+type AuraAttachment = {
+  type?: "image" | "audio";
+  uri?: string;
+  role?: string | null;
+  groupId?: string | null;
+  transcript?: string | null;
 };
 
+type AuraLinkPreview = {
+  sourceUrl: string;
+  title: string | null;
+  imageUrl: string | null;
+  imageUrls?: string[];
+  description: string | null;
+};
+
+const MULTI_LOOK_REQUEST_RE =
+  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?|directions?)|safe,\s*balanced,\s*(?:and\s*)?bold|safe\s+balanced\s+bold|different\s+directions|few\s+outfits?)\b/i;
+
+function parseRequestedLookCount(message: string) {
+  const text = String(message ?? "").toLowerCase();
+  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 4;
+  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 3;
+  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 2;
+  if (/\bsafe,\s*balanced,\s*(?:and\s*)?bold\b|\bsafe\s+balanced\s+bold\b/.test(text)) return 3;
+  if (/\bmultiple\s+(?:outfits?|looks?|options?|directions?)\b|\bdifferent\s+directions\b|\bfew\s+outfits?\b/.test(text)) return 3;
+  return 1;
+}
+
+function wantsMultipleLooks(message: string) {
+  return MULTI_LOOK_REQUEST_RE.test(String(message ?? ""));
+}
+
+function buildMultiLookRequestNote(userMessage: string) {
+  if (!wantsMultipleLooks(userMessage)) return "";
+  const count = Math.min(3, Math.max(2, parseRequestedLookCount(userMessage)));
+  return (
+    "\n\nMulti-look requirement:\n" +
+    "The user is explicitly asking for multiple outfit options.\n" +
+    `Return presentation "card" and provide ${count} structured looks in lookOptions whenever you can do so safely.\n` +
+    "Do not answer this with only prose, outfitItems, ownedPieces, or recommendedAdditions if structured looks are possible.\n" +
+    "If only one structured look is possible, still return that one structured look and leave a concise reply."
+  );
+}
+
+const ADD_IMAGE_RE =
+  /\b(add|save|store|put|upload|log)\b[\s\S]{0,80}\b(closet|wardrobe|item|items|these|this|all)\b|\b(add|save)\s+(this|these|all|item|items)\b/i;
+const BATCH_IMAGE_RE = /\b(these|all|each|separate|multiple|items)\b/i;
+
 function shortenLookReply(text: string) {
   const trimmed = String(text ?? "").trim();
   if (!trimmed) return trimmed;
@@ -50,36 +150,257 @@ function shortenLookReply(text: string) {
   return `${trimmed.slice(0, 117).trimEnd()}...`;
 }
 
+function uniqueActions(actions: string[]) {
+  return Array.from(new Set(actions.filter(Boolean)));
+}
+
+const PERSONALIZATION_BLOCKLIST = [
+  /stored preferences?/i,
+  /profile data/i,
+  /learned memory/i,
+  /memory suggests/i,
+  /your profile says/i,
+  /\bdata suggests\b/i,
+];
+
+function cleanPersonalizationText(text: string, maxLength: number) {
+  const trimmed = String(text ?? "")
+    .replace(/\s+/g, " ")
+    .replace(/^["'`\-–—\s]+|["'`\-–—\s]+$/g, "")
+    .trim();
+  if (!trimmed) return "";
+  if (PERSONALIZATION_BLOCKLIST.some((pattern) => pattern.test(trimmed))) {
+    return "";
+  }
+  if (trimmed.length <= maxLength) return trimmed;
+  return `${trimmed.slice(0, maxLength - 3).trimEnd()}...`;
+}
+
+function fallbackPersonalization(
+  auraContext?: {
+    preferenceContext?: {
+      explicitProfile?: {
+        styleVibes?: string[];
+        preferredFits?: string[];
+        favoriteColors?: string[];
+        experimentationLevel?: "low" | "medium" | "high";
+      } | null;
+      learnedProfile?: {
+        confidence?: number;
+        inferredFavoriteColors?: string[];
+        inferredFits?: string[];
+      } | null;
+      session?: {
+        currentOccasion?: string;
+        vibeForThisSession?: string;
+      } | null;
+    } | null;
+  }
+) {
+  const explicit = auraContext?.preferenceContext?.explicitProfile;
+  const learned = auraContext?.preferenceContext?.learnedProfile;
+  const session = auraContext?.preferenceContext?.session;
+  const learnedConfidence = learned?.confidence ?? 0;
+
+  if (session?.currentOccasion && session?.vibeForThisSession) {
+    return {
+      label: `Right for ${session.currentOccasion}`,
+      note: `It keeps the ${session.vibeForThisSession} tone, but still feels polished enough for ${session.currentOccasion}.`,
+    };
+  }
+
+  if (session?.vibeForThisSession) {
+    return {
+      label: `Set to ${session.vibeForThisSession}`,
+      note: `This keeps the mood pointed toward ${session.vibeForThisSession} without losing polish.`,
+    };
+  }
+  if (session?.currentOccasion) {
+    return {
+      label: `Built for ${session.currentOccasion}`,
+      note: `It is shaped around ${session.currentOccasion} first, so it feels right for the moment instead of generic.`,
+    };
+  }
+  if (explicit?.styleVibes?.length && explicit?.favoriteColors?.length) {
+    const vibe = explicit.styleVibes[0];
+    const color = explicit.favoriteColors[0];
+    if (explicit.experimentationLevel === "high") {
+      return {
+        label: "A touch bolder",
+        note: `It still sits inside your ${vibe} lane, just with a slightly bolder ${color}-leaning twist.`,
+      };
+    }
+    return {
+      label: `Feels like your ${vibe} side`,
+      note: `It stays close to your ${vibe} direction and keeps the palette near shades that already feel easy on you.`,
+    };
+  }
+  if (explicit?.preferredFits?.length) {
+    const fit = explicit.preferredFits[0];
+    return {
+      label: `Leans ${fit} in fit`,
+      note: `The proportions stay closer to the ${fit} fit you naturally wear well.`,
+    };
+  }
+  if (explicit?.styleVibes?.length) {
+    const vibe = explicit.styleVibes[0];
+    if (explicit.experimentationLevel === "high") {
+      return {
+        label: "A little bolder than usual",
+        note: `It still sits inside your ${vibe} lane, just with a slightly more adventurous edge.`,
+      };
+    }
+    if (explicit.experimentationLevel === "low") {
+      return {
+        label: "Closer to your usual lane",
+        note: `This keeps things grounded in the ${vibe} direction you already gravitate toward.`,
+      };
+    }
+    return {
+      label: `Works for your ${vibe} style`,
+      note: `It stays close to the ${vibe} direction that already feels natural on you.`,
+    };
+  }
+  if (learnedConfidence >= 0.62 && learned?.inferredFavoriteColors?.length) {
+    return {
+      label: "Closer to your usual palette",
+      note: "The palette stays near the colors you seem to keep coming back to, so it still feels familiar in a good way.",
+    };
+  }
+  if (learnedConfidence >= 0.62 && learned?.inferredFits?.length) {
+    return {
+      label: `Feels more ${learned.inferredFits[0]}`,
+      note: "The proportions stay near the shapes you seem to respond to best.",
+    };
+  }
+  if (learnedConfidence >= 0.42 && learned?.inferredFavoriteColors?.length) {
+    return {
+      label: "Still feels like you",
+      note: "This keeps the palette in a range that already seems easy for you to wear.",
+    };
+  }
+  return {label: "", note: ""};
+}
+
+function normalizeLookSurface(
+  look: NonNullable<AuraResponse["look"]>,
+  auraContext?: {
+    wardrobe?: {
+      footwear?: Record<string, string>[];
+    };
+    preferenceContext?: {
+      explicitProfile?: {
+        styleVibes?: string[];
+        preferredFits?: string[];
+        experimentationLevel?: "low" | "medium" | "high";
+        favoriteColors?: string[];
+      } | null;
+      learnedProfile?: {
+        confidence?: number;
+        inferredFavoriteColors?: string[];
+        inferredFits?: string[];
+      } | null;
+      session?: {
+        currentOccasion?: string;
+        vibeForThisSession?: string;
+      } | null;
+    } | null;
+  }
+) {
+  if (look.stylingNote) {
+    look.stylingNote = shortenLookReply(look.stylingNote);
+  }
+
+  const ownedPieces = look.pieces
+    .filter((piece) => piece.source === "closet")
+    .map((piece) => piece.itemName)
+    .filter(Boolean);
+  const suggestedPieces = look.pieces
+    .filter((piece) => piece.source === "suggested")
+    .map((piece) => piece.itemName)
+    .filter(Boolean);
+
+  look.fromCloset = Array.from(new Set(ownedPieces));
+  look.addToComplete = Array.from(
+    new Set(suggestedPieces.filter((piece) => !look.fromCloset.includes(piece)))
+  );
+  look.actions = uniqueActions([
+    ...(look.actions ?? []),
+    "likeLook",
+    "notMyVibe",
+    "showMoreLikeThis",
+    "lessLikeThis",
+    "useOnlyMyCloset",
+    "makeItDressier",
+    "shopMissingPieces",
+  ]) as NonNullable<AuraResponse["look"]>["actions"];
+
+  const personalization = fallbackPersonalization(auraContext);
+  look.personalizationLabel =
+    cleanPersonalizationText(String(look.personalizationLabel ?? ""), 38) ||
+    personalization.label;
+  look.personalizationNote =
+    cleanPersonalizationText(String(look.personalizationNote ?? ""), 150) ||
+    personalization.note;
+
+  return {
+    ownedPieces: look.fromCloset,
+    recommendedAdditions: look.addToComplete,
+  };
+}
+
 function normalizeAuraResponse(
   response: AuraResponse,
+  userMessage?: string,
   auraContext?: {
     wardrobe?: {
       footwear?: Record<string, string>[];
     };
+    categoryCounts?: {
+      tops: number;
+      bottoms: number;
+      footwear: number;
+      outerwear: number;
+      accessories: number;
+    };
+    isSparseWardrobe?: boolean;
+    wardrobeGaps?: {
+      missingCore?: { label: string }[];
+      weakAreas?: { label: string }[];
+      suggestions?: WardrobeGapSuggestion[];
+    };
+    preferenceContext?: {
+      explicitProfile?: {
+        styleVibes?: string[];
+        preferredFits?: string[];
+        experimentationLevel?: "low" | "medium" | "high";
+      } | null;
+      learnedProfile?: {
+        confidence?: number;
+        inferredFavoriteColors?: string[];
+        inferredFits?: string[];
+      } | null;
+      session?: {
+        currentOccasion?: string;
+        vibeForThisSession?: string;
+      } | null;
+    } | null;
   }
 ) {
-  if (response.look) {
+  const multiRequested = wantsMultipleLooks(userMessage ?? "");
+  if (response.lookOptions?.length) {
+    response.lookOptions = response.lookOptions.slice(0, 3);
+  }
+
+  if (response.look || response.lookOptions?.length) {
     response.reply = shortenLookReply(response.reply);
     response.reason = "";
-    if (response.look.stylingNote) {
-      response.look.stylingNote = shortenLookReply(response.look.stylingNote);
-    }
+  }
 
-    const ownedPieces = response.look.pieces
-      .filter((piece) => piece.source === "closet")
-      .map((piece) => piece.itemName)
-      .filter(Boolean);
-    const suggestedPieces = response.look.pieces
-      .filter((piece) => piece.source === "suggested")
-      .map((piece) => piece.itemName)
-      .filter(Boolean);
-
-    response.ownedPieces = Array.from(new Set(ownedPieces));
-    response.recommendedAdditions = Array.from(
-      new Set(suggestedPieces.filter((piece) => !response.ownedPieces.includes(piece)))
-    );
-    response.look.fromCloset = response.ownedPieces;
-    response.look.addToComplete = response.recommendedAdditions;
+  if (response.look) {
+    const normalized = normalizeLookSurface(response.look, auraContext);
+    response.ownedPieces = normalized.ownedPieces;
+    response.recommendedAdditions = normalized.recommendedAdditions;
 
     const eligibleFootwear = auraContext?.wardrobe?.footwear ?? [];
     const selectedOwnedFootwear = response.look.pieces.filter(
@@ -97,6 +418,79 @@ function normalizeAuraResponse(
       });
     }
   }
+  if (!response.look && response.lookOptions?.length) {
+    response.look = response.lookOptions[0];
+  }
+  if (response.lookOptions?.length) {
+    response.lookOptions = response.lookOptions.map((look) => {
+      normalizeLookSurface(look, auraContext);
+      return look;
+    });
+  }
+  if (multiRequested && !response.lookOptions?.length && response.look) {
+    logger.warn("[AURA_MULTI] stream multi-look request returned only one structured look", {
+      requestedCount: parseRequestedLookCount(userMessage ?? ""),
+      lookTitle: response.look.lookTitle,
+    });
+    response.lookOptions = [response.look];
+  }
+  if (multiRequested && !response.look && !response.lookOptions?.length) {
+    logger.warn("[AURA_MULTI] stream multi-look request returned no structured looks", {
+      requestedCount: parseRequestedLookCount(userMessage ?? ""),
+      title: response.title,
+      reply: response.reply,
+      ownedPiecesCount: response.ownedPieces?.length ?? 0,
+      recommendedAdditionsCount: response.recommendedAdditions?.length ?? 0,
+      outfitItemsCount: response.outfitItems?.length ?? 0,
+    });
+  }
+
+  const gapContext = auraContext?.wardrobeGaps;
+  const derivedMissing = uniqueTrimmed([
+    ...(response.missingPieces ?? []),
+    ...(auraContext?.isSparseWardrobe
+      ? [
+          ...(gapContext?.missingCore?.map((gap) => gap.label) ?? []),
+          ...(gapContext?.weakAreas?.slice(0, 1).map((gap) => gap.label) ?? []),
+        ]
+      : gapContext?.missingCore?.map((gap) => gap.label) ?? []),
+  ]);
+  const derivedSuggestions = uniqueTrimmed([
+    ...(response.upgradeSuggestions ?? []),
+    ...((gapContext?.suggestions ?? []).map((suggestion) => suggestion.label) ?? []),
+  ]);
+
+  const maxSuggestionCount = auraContext?.isSparseWardrobe ? 3 : 2;
+  response.missingPieces = derivedMissing.slice(0, maxSuggestionCount);
+  response.upgradeSuggestions = derivedSuggestions
+    .filter((suggestion) => !response.missingPieces?.includes(suggestion))
+    .slice(0, maxSuggestionCount);
+  response.upgradeSuggestionItems = normalizeSuggestionItems(
+    response.upgradeSuggestionItems,
+    response.upgradeSuggestions,
+    gapContext?.suggestions ?? []
+  ).filter((item) => !response.missingPieces?.includes(item.label));
+
+  if (!auraContext?.isSparseWardrobe && !(gapContext?.missingCore?.length ?? 0)) {
+    response.missingPieces = response.missingPieces?.slice(0, 1) ?? [];
+    response.upgradeSuggestions = response.upgradeSuggestions?.slice(0, 1) ?? [];
+    response.upgradeSuggestionItems = response.upgradeSuggestionItems?.slice(0, 1) ?? [];
+  }
+
+  if (DEBUG_AURA_SPARSE) {
+    logger.info("[AURA_SPARSE_NORMALIZED]", {
+      isSparseWardrobe: auraContext?.isSparseWardrobe ?? false,
+      categoryCounts: auraContext?.categoryCounts ?? null,
+      detectedGaps: {
+        missingCore: gapContext?.missingCore?.map((gap) => gap.label) ?? [],
+        weakAreas: gapContext?.weakAreas?.map((gap) => gap.label) ?? [],
+      },
+      missingPieces: response.missingPieces ?? [],
+      upgradeSuggestions: response.upgradeSuggestions ?? [],
+      upgradeSuggestionItems: response.upgradeSuggestionItems ?? [],
+    });
+  }
+
   return response;
 }
 
@@ -121,11 +515,472 @@ function fallbackAuraResponse(reply: string): AuraResponse {
     ownedPieces: [],
     recommendedAdditions: [],
     swapSuggestion: "",
+    missingPieces: [],
+    upgradeSuggestions: [],
+    upgradeSuggestionItems: [],
     chips: [],
     look: null,
+    lookOptions: [],
+  };
+}
+
+function uniqueTrimmed(values: string[] | undefined, max = 3) {
+  return Array.from(
+    new Set(
+      (values ?? [])
+        .map((value) => String(value ?? "").trim())
+        .filter(Boolean)
+    )
+  ).slice(0, max);
+}
+
+function normalizeSuggestionItems(
+  items: AuraResponse["upgradeSuggestionItems"] | undefined,
+  fallbackSuggestions: string[],
+  contextSuggestions: WardrobeGapSuggestion[]
+) {
+  const entries: [string, { label: string; searchQuery?: string }][] = [];
+  for (const item of items ?? []) {
+    const label = String(item?.label ?? "").trim();
+    if (!label) continue;
+    const searchQuery = String(item?.searchQuery ?? "").trim();
+    entries.push([label.toLowerCase(), { label, searchQuery: searchQuery || undefined }]);
+  }
+  const normalizedItems = Array.from(new Map(entries).values());
+
+  if (normalizedItems.length) return normalizedItems.slice(0, 3);
+
+  return fallbackSuggestions
+    .map((label) => {
+      const match = contextSuggestions.find(
+        (suggestion) => suggestion.label.toLowerCase() === label.toLowerCase()
+      );
+      return {
+        label,
+        searchQuery: match?.searchQuery,
+      };
+    })
+    .filter((item) => item.label)
+    .slice(0, 3);
+}
+
+function parseAuraAttachments(input: unknown): AuraAttachment[] {
+  if (!Array.isArray(input)) return [];
+  return input.reduce<AuraAttachment[]>((out, entry) => {
+      if (!entry || typeof entry !== "object") return out;
+      const candidate = entry as Record<string, unknown>;
+      const type = candidate.type === "audio" ? "audio" : candidate.type === "image" ? "image" : null;
+      const uri = String(candidate.uri ?? "").trim();
+      if (!type || !uri) return out;
+      out.push({
+        type,
+        uri,
+        role: typeof candidate.role === "string" ? candidate.role : null,
+        groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
+        transcript: typeof candidate.transcript === "string" ? candidate.transcript : null,
+      });
+      return out;
+    }, [])
+    .slice(0, 8);
+}
+
+function attachmentContextText(attachments: AuraAttachment[]) {
+  if (!attachments.length) return "No attachments.";
+  return JSON.stringify(
+    attachments.map((attachment, index) => ({
+      index,
+      type: attachment.type,
+      role: attachment.role ?? null,
+      groupId: attachment.groupId ?? null,
+      transcript: attachment.transcript ?? null,
+      uri: attachment.uri,
+    })),
+    null,
+    2
+  );
+}
+
+function safeUrlHost(uri: string | undefined) {
+  if (!uri) return null;
+  try {
+    return new URL(uri).host;
+  } catch {
+    return null;
+  }
+}
+
+function isHmProductUrl(rawUrl?: string | null) {
+  try {
+    const url = new URL(String(rawUrl ?? ""));
+    const host = url.hostname.toLowerCase();
+    return (
+      (host === "hm.com" || host.endsWith(".hm.com")) &&
+      /\/productpage\.\d+\.html$/i.test(url.pathname)
+    );
+  } catch {
+    return false;
+  }
+}
+
+function auraLinkErrorMessage(error: unknown) {
+  if (error instanceof ProductLinkError) {
+    if (error.code === "invalid_url") return "That product link does not look valid.";
+    if (error.code === "unsafe_url") return "I cannot fetch that kind of link.";
+    if (error.code === "fetch_failed") {
+      return "I couldn't read that product link. Try another link or upload a photo.";
+    }
+    if (error.code === "no_metadata") {
+      return "I couldn't find product details on that page. Try another link or upload a photo.";
+    }
+    if (error.code === "no_images") {
+      return "I couldn't find usable product images on that page. Try another link or upload a photo.";
+    }
+    if (error.code === "draft_failed") {
+      return "I found the product, but couldn't create a wardrobe draft.";
+    }
+  }
+  return "I couldn't read that product link. Try another link or upload a photo.";
+}
+
+function productContextText(
+  products: Awaited<ReturnType<typeof extractProductFromUrl>>[],
+) {
+  return JSON.stringify(
+    products.map((product) => ({
+      metadata: product.metadata,
+      imageUrls: product.imageUrls.slice(0, 4),
+    })),
+    null,
+    2,
+  );
+}
+
+type ClientAuraIntent =
+  | "add_item"
+  | "add_items_batch"
+  | "add_item_from_url"
+  | "add_from_link"
+  | "add_from_links_batch"
+  | string
+  | null;
+
+function imageGroupsForAddIntent(
+  text: string,
+  attachments: AuraAttachment[],
+  clientIntent?: ClientAuraIntent,
+) {
+  const images = attachments.filter(
+    (attachment): attachment is AuraAttachment & { uri: string } =>
+      attachment.type === "image" && !!attachment.uri,
+  );
+  const forceAdd =
+    clientIntent === "add_item" || clientIntent === "add_items_batch";
+  if (!images.length || (!forceAdd && !ADD_IMAGE_RE.test(text))) return [];
+  const shouldSplit =
+    images.length > 1 &&
+    (clientIntent === "add_items_batch" ||
+      images[0]?.role === "separate_items" ||
+      BATCH_IMAGE_RE.test(text));
+  return shouldSplit ? images.map((image) => [image.uri]) : [images.map((image) => image.uri)];
+}
+
+function logStreamCandidateEmit(
+  uid: string,
+  source: "image" | "link",
+  data: ReturnType<typeof candidatePreviewResponse>,
+) {
+  const payload = { type: "final", data };
+  const serialized = JSON.stringify(payload);
+  logger.info("[AURA_STREAM_EMIT] candidate final payload", {
+    uid,
+    source,
+    dataKeys: Object.keys(data),
+    payloadKeys: Object.keys(payload),
+    candidateItemsCount: data.candidateItems.length,
+    candidatesCount: data.candidates.length,
+    presentation: data.presentation,
+    serializedLength: serialized.length,
+    serializedPreview: serialized.slice(0, 1200),
+  });
+}
+
+function mergeUrlMetadataIntoCandidate(
+  candidate: AuraCandidateItem,
+  metadata: Awaited<ReturnType<typeof extractProductUrlMetadata>> | AuraLinkPreview,
+): AuraCandidateItem {
+  return {
+    ...candidate,
+    candidateId: `url-${Date.now()}-0`,
+    imageUrls:
+      "imageUrls" in metadata && Array.isArray(metadata.imageUrls) && metadata.imageUrls.length
+        ? metadata.imageUrls
+        : metadata.imageUrl
+          ? [metadata.imageUrl]
+          : candidate.imageUrls,
+    title: candidate.title ?? metadata.title,
+    category: candidate.category ?? ("category" in metadata ? metadata.category ?? null : null),
+    subCategory: candidate.subCategory ?? ("subCategory" in metadata ? metadata.subCategory ?? null : null),
+    brand: candidate.brand ?? ("brand" in metadata ? metadata.brand ?? null : null),
+    confidence: candidate.confidence ?? ("confidence" in metadata ? metadata.confidence ?? null : null),
+    sourceType: "link",
+    sourceUrl: metadata.sourceUrl,
+    status: "status" in metadata && metadata.status === "needs_review"
+      ? "needs_review"
+      : "awaiting_confirmation",
+  };
+}
+
+function brandFromSourceUrl(sourceUrl?: string | null) {
+  try {
+    const host = new URL(String(sourceUrl ?? "")).hostname.replace(/^www\d*\./, "").toLowerCase();
+    if (host.endsWith("hm.com")) return "H&M";
+    if (host.endsWith("zara.com")) return "Zara";
+    if (host.endsWith("nike.com")) return "Nike";
+    const domain = host.split(".")[0] ?? "";
+    return domain ? domain.charAt(0).toUpperCase() + domain.slice(1) : null;
+  } catch {
+    return null;
+  }
+}
+
+function cleanProductTitle(title?: string | null, brand?: string | null) {
+  let next = String(title ?? "").replace(/\s+/g, " ").trim();
+  next = next
+    .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
+    .replace(/\s*\|\s*Zara\s*$/i, "")
+    .replace(/\s*\|\s*Nike\s*$/i, "")
+    .replace(/^Men[’']s\s+/i, "")
+    .replace(/^Women[’']s\s+/i, "")
+    .replace(/^Ladies[’']?\s+/i, "")
+    .trim();
+  if (brand) {
+    next = next
+      .replace(new RegExp(`^${brand.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\s+`, "i"), "")
+      .trim();
+  }
+  return next || title || null;
+}
+
+function cleanPreviewText(value: unknown, maxLength = 500) {
+  const text = String(value ?? "").replace(/\s+/g, " ").trim();
+  return text ? text.slice(0, maxLength) : null;
+}
+
+function normalizePreviewImage(sourceUrl: URL, value: unknown) {
+  const raw = String(value ?? "").trim();
+  if (!raw || raw.startsWith("data:")) return null;
+  try {
+    const imageUrl = new URL(raw, sourceUrl);
+    if (imageUrl.protocol !== "http:" && imageUrl.protocol !== "https:") return null;
+    imageUrl.hash = "";
+    return imageUrl.toString();
+  } catch {
+    return null;
+  }
+}
+
+function clientLinkPreviewFromRequest(value: unknown, detectedUrl: string | null): AuraLinkPreview | null {
+  if (!value || typeof value !== "object" || !detectedUrl) return null;
+  const candidate = value as Record<string, unknown>;
+  if (typeof candidate.sourceUrl !== "string") return null;
+  try {
+    const detected = new URL(detectedUrl);
+    const source = new URL(candidate.sourceUrl);
+    detected.hash = "";
+    source.hash = "";
+    if (detected.toString() !== source.toString()) return null;
+    const imageUrl = normalizePreviewImage(source, candidate.imageUrl);
+    const imageUrls = Array.isArray(candidate.imageUrls)
+      ? candidate.imageUrls
+          .map((url) => normalizePreviewImage(source, url))
+          .filter((url): url is string => !!url)
+      : [];
+    const preview = {
+      sourceUrl: detected.toString(),
+      title: cleanPreviewText(candidate.title, 220),
+      imageUrl,
+      imageUrls: imageUrls.length ? imageUrls : imageUrl ? [imageUrl] : [],
+      description: cleanPreviewText(candidate.description, 500),
+    };
+    return preview.imageUrls.length || preview.title || preview.description ? preview : null;
+  } catch {
+    return null;
+  }
+}
+
+function hmSingleImageClientPreview(preview: AuraLinkPreview | null): AuraLinkPreview | null {
+  if (!preview || !isHmProductUrl(preview.sourceUrl) || !preview.imageUrl) return null;
+  return {
+    ...preview,
+    imageUrls: [preview.imageUrl],
   };
 }
 
+function hmSanitizedClientPreview(preview: AuraLinkPreview | null): AuraLinkPreview | null {
+  if (!preview || !isHmProductUrl(preview.sourceUrl)) return null;
+  const urls = [
+    ...(Array.isArray(preview.imageUrls) ? preview.imageUrls : []),
+    preview.imageUrl,
+  ]
+    .map((url) => String(url ?? "").trim())
+    .filter((url) => {
+      try {
+        const parsed = new URL(url);
+        return parsed.hostname.toLowerCase() === "image.hm.com";
+      } catch {
+        return false;
+      }
+    });
+  const seen = new Set<string>();
+  const imageUrls = urls
+    .filter((url) => {
+      const key = url.toLowerCase().replace(/([?&])(imwidth|width|height|w|h)=\d+/g, "$1");
+      if (seen.has(key)) return false;
+      seen.add(key);
+      return true;
+    })
+    .slice(0, 24);
+  const imageUrl = imageUrls[0] ?? preview.imageUrl;
+  return imageUrl
+    ? {
+        ...preview,
+        imageUrl,
+        imageUrls,
+      }
+    : null;
+}
+
+async function emitUrlCandidatePreview(params: {
+  res: Parameters<typeof writeEvent>[0] & { end: () => void };
+  client: OpenAI;
+  uid: string;
+  metadata: Awaited<ReturnType<typeof extractProductUrlMetadata>> | AuraLinkPreview;
+}) {
+  const rawImageUrls = [
+    ...("imageUrls" in params.metadata && Array.isArray(params.metadata.imageUrls)
+      ? params.metadata.imageUrls
+      : []),
+    params.metadata.imageUrl,
+  ].filter((url): url is string => !!url);
+  logger.info("[LINK_IMAGE_SOURCE] URL metadata image source", {
+    uid: params.uid,
+    sourceUrl: params.metadata.sourceUrl,
+    rawImageCount: rawImageUrls.length,
+    rawImageUrls,
+  });
+  const rankedImages = await rankProductLinkImages({
+    client: params.client,
+    imageUrls: rawImageUrls,
+    title: params.metadata.title,
+    description: params.metadata.description,
+    sourceUrl: params.metadata.sourceUrl,
+  });
+  const rankedImageUrls = rankedImages.map((image) => image.url);
+  const primaryImageUrl = rankedImageUrls[0] ?? null;
+  const titleHints = productCategoryHintsFromText(params.metadata.title, params.metadata.description);
+  logger.info("[LINK_EXTRACTION_TARGET]", {
+    uid: params.uid,
+    sourceUrl: params.metadata.sourceUrl,
+    title: params.metadata.title,
+    description: params.metadata.description,
+    hintedCategory: titleHints.category,
+    hintedSubCategory: titleHints.subCategory,
+    chosenImage: primaryImageUrl,
+    chosenImageReasons: rankedImages[0]?.reasons ?? [],
+    rawImageCount: rawImageUrls.length,
+    rankedImageCount: rankedImageUrls.length,
+  });
+
+  let candidates = primaryImageUrl
+    ? await extractImageCandidates({
+        client: params.client,
+        imageGroups: [[primaryImageUrl]],
+      })
+    : [];
+  if (!candidates.length && primaryImageUrl) {
+    candidates = fallbackImageCandidates([[primaryImageUrl]]);
+  }
+  if (!candidates.length) {
+    candidates = [
+      {
+        candidateId: `url-${Date.now()}-0`,
+        imageUrls: [],
+        title: params.metadata.title,
+        category: null,
+        subCategory: null,
+        color: null,
+        brand: null,
+        material: null,
+        fit: null,
+        pattern: null,
+        confidence: null,
+        sourceType: "link",
+        sourceUrl: params.metadata.sourceUrl,
+        status: "awaiting_confirmation",
+      },
+    ];
+  }
+  const candidate = mergeUrlMetadataIntoCandidate(candidates[0], params.metadata);
+  const needsReview = "status" in params.metadata && params.metadata.status === "needs_review";
+  candidate.imageUrls = rankedImageUrls.length ? rankedImageUrls : candidate.imageUrls;
+  candidate.primaryImageUrl = candidate.imageUrls[0] ?? null;
+  candidate.secondaryImageUrls = candidate.imageUrls.slice(1);
+  logger.info("[LINK_IMAGE_REVIEW_SET]", {
+    uid: params.uid,
+    sourceUrl: params.metadata.sourceUrl,
+    candidateId: candidate.candidateId,
+    primaryImageUrl: candidate.primaryImageUrl,
+    imageUrls: candidate.imageUrls,
+    secondaryImageUrls: candidate.secondaryImageUrls,
+  });
+  if (!needsReview) {
+    candidate.category = titleHints.category ?? candidate.category;
+    candidate.subCategory = titleHints.subCategory ?? candidate.subCategory;
+    candidate.brand = candidate.brand && !/^no brand$/i.test(candidate.brand)
+      ? candidate.brand
+      : brandFromSourceUrl(params.metadata.sourceUrl);
+  } else {
+    candidate.category = candidate.category ?? null;
+    candidate.subCategory = candidate.subCategory ?? null;
+    candidate.brand = candidate.brand ?? null;
+  }
+  candidate.title = cleanProductTitle(params.metadata.title ?? candidate.title, candidate.brand);
+  logger.info("[LINK_BRAND_NORMALIZE] candidate brand/title normalized", {
+    uid: params.uid,
+    sourceUrl: params.metadata.sourceUrl,
+    rawTitle: params.metadata.title,
+    savedBrand: candidate.brand,
+    savedTitle: candidate.title,
+  });
+  logger.info("[AURA_URL_TO_CANDIDATE] converted URL metadata to candidate", {
+    uid: params.uid,
+    sourceUrl: params.metadata.sourceUrl,
+    imageUrl: params.metadata.imageUrl,
+    title: params.metadata.title,
+    candidateId: candidate.candidateId,
+    category: candidate.category,
+    subCategory: candidate.subCategory,
+    color: candidate.color,
+    brand: candidate.brand,
+  });
+  const data = candidatePreviewResponse([candidate]);
+  if (needsReview) {
+    data.reply = "I couldn’t fully read this item — review before adding";
+  }
+  logger.info("[AURA_STREAM_PRE_EMIT] URL candidate final object", {
+    uid: params.uid,
+    branchChosen: "url_candidate_preview",
+    finalPayloadKeys: Object.keys(data),
+    presentation: data.presentation,
+    candidateItemsLength: data.candidateItems.length,
+    candidatesLength: data.candidates.length,
+  });
+  logStreamCandidateEmit(params.uid, "link", data);
+  writeEvent(params.res, { type: "delta", delta: data.reply });
+  writeEvent(params.res, { type: "final", data });
+  params.res.end();
+}
+
 export const askAuraStream = onRequest(
   { cors: true, secrets: ["OPENAI_API_KEY"] },
   async (req, res) => {
@@ -155,9 +1010,62 @@ export const askAuraStream = onRequest(
     }
 
     try {
+      logger.info("[AURA_BACKEND_VERSION] askAuraStream entry", {
+        version: AURA_BACKEND_VERSION,
+        method: req.method,
+        requestKeys: Object.keys(req.body ?? {}),
+        prompt: typeof req.body?.message === "string" ? req.body.message : null,
+        attachmentCount: Array.isArray(req.body?.attachments) ? req.body.attachments.length : 0,
+        clientIntent: typeof req.body?.clientIntent === "string" ? req.body.clientIntent : null,
+      });
       const decodedToken = await getAuth().verifyIdToken(idToken);
       const uid = decodedToken.uid;
       const userMessage = String(req.body?.message ?? "").trim();
+      const attachments = parseAuraAttachments(req.body?.attachments);
+      const clientIntent = typeof req.body?.clientIntent === "string" ? req.body.clientIntent : null;
+      const linkIntent = classifyAuraLinkIntent(userMessage);
+      const detectedUrls = extractUrlsFromText(userMessage);
+      const firstDetectedUrl = detectedUrls[0]?.normalized ?? null;
+      const rawClientLinkPreview = clientLinkPreviewFromRequest(req.body?.linkPreview, firstDetectedUrl);
+      const hmClientFallback = hmSanitizedClientPreview(rawClientLinkPreview) ?? hmSingleImageClientPreview(rawClientLinkPreview);
+      const clientLinkPreview = isHmProductUrl(firstDetectedUrl) ? null : rawClientLinkPreview;
+      const effectiveClientIntent = firstDetectedUrl ? "add_item_from_url" : clientIntent;
+      if (firstDetectedUrl) {
+        if (rawClientLinkPreview && !clientLinkPreview) {
+          logger.info("[LINK_PRODUCT_SCOPE] ignored client H&M link preview; server scope required", {
+            uid,
+            urlHost: safeUrlHost(firstDetectedUrl),
+            clientImageCount: rawClientLinkPreview.imageUrls?.length ?? 0,
+            clientImageUrl: rawClientLinkPreview.imageUrl ?? null,
+            sanitizedFallbackImageCount: hmClientFallback?.imageUrls?.length ?? 0,
+          });
+        }
+        logger.info("[AURA_URL_DETECTED] URL detected in AURA message", {
+          uid,
+          urlHost: safeUrlHost(firstDetectedUrl),
+          clientIntent,
+          effectiveClientIntent,
+          hasClientLinkPreview: !!clientLinkPreview,
+          clientLinkPreviewHasImage: !!clientLinkPreview?.imageUrl,
+        });
+      }
+      logger.info("[AURA_STREAM] request received", {
+        uid,
+        hasAuth: !!uid,
+        hasMessage: !!userMessage,
+        linkIntent,
+        clientIntent: effectiveClientIntent,
+        detectedUrlCount: detectedUrls.length,
+        detectedDomains: detectedUrls.map((entry) => safeUrlHost(entry.normalized)),
+        attachmentCount: attachments.length,
+        attachments: attachments.map((attachment) => ({
+          type: attachment.type,
+          role: attachment.role ?? null,
+          groupId: attachment.groupId ?? null,
+          hasUri: !!attachment.uri,
+          uriHost: safeUrlHost(attachment.uri),
+        })),
+      });
       const history = Array.isArray(req.body?.history)
         ? req.body.history
             .map((entry: unknown) => {
@@ -180,41 +1088,280 @@ export const askAuraStream = onRequest(
             .slice(-8)
         : [];
 
-      if (!userMessage) {
-        res.status(400).json({ error: "Message is required." });
+      if (!userMessage && attachments.length === 0) {
+        res.status(400).json({ error: "Message or attachment is required." });
         return;
       }
 
+      const client = new OpenAI({
+        apiKey: process.env.OPENAI_API_KEY,
+      });
+      const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, effectiveClientIntent);
+
+      if (firstDetectedUrl) {
+        try {
+          const metadata = await extractProductUrlMetadata(firstDetectedUrl);
+          if (!metadata.imageUrl) {
+            const fallbackPreview = clientLinkPreview ?? hmClientFallback;
+            if (fallbackPreview?.imageUrl) {
+              logger.info("[AURA_URL_METADATA] using client link preview after missing server image", {
+                uid,
+                urlHost: safeUrlHost(firstDetectedUrl),
+                hasTitle: !!fallbackPreview.title,
+                hasImageUrl: !!fallbackPreview.imageUrl,
+                imageCount: fallbackPreview.imageUrls?.length ?? 0,
+                sanitizedHmFallback: fallbackPreview === hmClientFallback,
+              });
+              await emitUrlCandidatePreview({
+                res,
+                client,
+                uid,
+                metadata: fallbackPreview,
+              });
+              return;
+            }
+            logger.warn("[AURA_URL_METADATA] no product image found for URL", {
+              uid,
+              urlHost: safeUrlHost(firstDetectedUrl),
+            });
+            const reply = "Couldn't read that link. Try a screenshot.";
+            writeEvent(res, { type: "delta", delta: reply });
+            writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+            res.end();
+            return;
+          }
+
+          await emitUrlCandidatePreview({
+            res,
+            client,
+            uid,
+            metadata,
+          });
+          return;
+        } catch (error) {
+          const fallbackPreview = clientLinkPreview ?? hmClientFallback;
+          if (fallbackPreview?.imageUrl) {
+            logger.info("[AURA_URL_METADATA] using client link preview after server fetch failure", {
+              uid,
+              urlHost: safeUrlHost(firstDetectedUrl),
+              hasTitle: !!fallbackPreview.title,
+              hasImageUrl: !!fallbackPreview.imageUrl,
+              imageCount: fallbackPreview.imageUrls?.length ?? 0,
+              sanitizedHmFallback: fallbackPreview === hmClientFallback,
+            });
+            await emitUrlCandidatePreview({
+              res,
+              client,
+              uid,
+              metadata: fallbackPreview,
+            });
+            return;
+          }
+          logger.error("[AURA_URL_FETCH] failed to read product URL", {
+            uid,
+            urlHost: safeUrlHost(firstDetectedUrl),
+            error,
+          });
+          const reply = "Couldn't read that link. Try a screenshot.";
+          writeEvent(res, { type: "delta", delta: reply });
+          writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+          res.end();
+          return;
+        }
+      }
+
+      if (imageCandidateGroups.length > 0) {
+        writeEvent(res, {
+          type: "status",
+          status: "extracting_preview",
+        });
+        logger.info("[AURA_CANDIDATE] image add intent classified", {
+          uid,
+          candidateCount: imageCandidateGroups.length,
+        });
+        try {
+          let candidates = await extractImageCandidates({
+            client,
+            imageGroups: imageCandidateGroups,
+          });
+          if (!candidates.length) {
+            logger.warn("[AURA_CANDIDATE_BACKEND] image extraction returned no candidates; using fallback", {
+              uid,
+              groupCount: imageCandidateGroups.length,
+            });
+            candidates = fallbackImageCandidates(imageCandidateGroups);
+          }
+          const data = candidatePreviewResponse(candidates);
+          logger.info("[AURA_CANDIDATE_BACKEND] raw image candidate object before stream", {
+            uid,
+            keys: Object.keys(data),
+            candidateItems: data.candidateItems,
+          });
+          logger.info("[AURA_STREAM_FINAL] emitting image candidate final", {
+            uid,
+            clientIntent,
+            candidateCount: data.candidateItems.length,
+            presentation: data.presentation,
+            hasCandidateItems: !!data.candidateItems.length,
+          });
+          logger.info("[AURA_STREAM_PRE_EMIT] image candidate final object", {
+            uid,
+            branchChosen: "image_candidate_preview",
+            finalPayloadKeys: Object.keys(data),
+            presentation: data.presentation,
+            candidateItemsLength: data.candidateItems.length,
+            candidatesLength: data.candidates.length,
+          });
+          logStreamCandidateEmit(uid, "image", data);
+          writeEvent(res, { type: "delta", delta: data.reply });
+          writeEvent(res, { type: "final", data });
+          res.end();
+          return;
+        } catch (error) {
+          logger.error("[AURA_LINK_ERROR] image candidate extraction failed", {
+            uid,
+            error,
+          });
+          const reply = "I couldn't read that item photo. Try another photo or add it manually.";
+          writeEvent(res, { type: "delta", delta: reply });
+          writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+          res.end();
+          return;
+        }
+      }
+
+      if (
+        linkIntent === "add_from_link" ||
+        linkIntent === "add_from_links_batch" ||
+        clientIntent === "add_from_link" ||
+        clientIntent === "add_from_links_batch"
+      ) {
+        if (!detectedUrls.length) {
+          writeEvent(res, {
+            type: "error",
+            error: "A product link is required.",
+          });
+          res.end();
+          return;
+        }
+
+        writeEvent(res, {
+          type: "status",
+          status: "extracting_preview",
+        });
+        logger.info("[AURA_LINK] add intent classified", {
+          uid,
+          linkIntent,
+          urlCount: detectedUrls.length,
+        });
+
+        try {
+          const extractions = [];
+          for (const detectedUrl of detectedUrls.slice(0, 5)) {
+            extractions.push(await extractProductFromUrl(detectedUrl.normalized));
+          }
+          const data = candidatePreviewResponse(candidatesFromProductExtractions(extractions));
+          logger.info("[AURA_CANDIDATE_BACKEND] raw link candidate object before stream", {
+            uid,
+            keys: Object.keys(data),
+            candidateItems: data.candidateItems,
+          });
+          logger.info("[AURA_STREAM_FINAL] emitting link candidate final", {
+            uid,
+            candidateCount: data.candidateItems.length,
+            presentation: data.presentation,
+            hasCandidateItems: !!data.candidateItems.length,
+          });
+          logger.info("[AURA_STREAM_PRE_EMIT] link candidate final object", {
+            uid,
+            branchChosen: "link_candidate_preview",
+            finalPayloadKeys: Object.keys(data),
+            presentation: data.presentation,
+            candidateItemsLength: data.candidateItems.length,
+            candidatesLength: data.candidates.length,
+          });
+          logStreamCandidateEmit(uid, "link", data);
+          writeEvent(res, { type: "delta", delta: data.reply });
+          writeEvent(res, { type: "final", data });
+          res.end();
+          return;
+        } catch (error) {
+          logger.error("[AURA_LINK_ERROR] add from link failed", {
+            uid,
+            linkIntent,
+            error,
+          });
+          const reply = auraLinkErrorMessage(error);
+          writeEvent(res, { type: "delta", delta: reply });
+          writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+          res.end();
+          return;
+        }
+      }
+
       const itemsSnap = await db.collection("users").doc(uid).collection("items").get();
       const items = itemsSnap.docs.map((doc) => ({
         id: doc.id,
         ...doc.data(),
       })) as (Record<string, unknown> & { id: string })[];
 
+      const auraMemory = await loadCompactAuraMemoryContext(
+        db,
+        uid,
+        typeof req.body?.chatId === "string" ? req.body.chatId : null
+      );
       const auraContext = buildAuraContext({
         items,
         weather: req.body?.weather || null,
         occasion: req.body?.occasion || null,
         selectedDate: req.body?.selectedDate || null,
+        memory: auraMemory,
       });
       logger.info("AURA stream closet context", {
         counts: auraContext.counts,
+        isSparseWardrobe: auraContext.isSparseWardrobe,
+        categoryCounts: auraContext.categoryCounts,
+        detectedGaps: auraContext.wardrobeGaps,
         footwearAvailable: auraContext.wardrobeDebug?.footwearAvailable ?? [],
         excludedFootwear: auraContext.wardrobeDebug?.excludedFootwear ?? [],
       });
       const userProfile = await loadAuraUserProfile(uid);
-
-      const client = new OpenAI({
-        apiKey: process.env.OPENAI_API_KEY,
-      });
+      let linkProductContext = "No product links.";
+      if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
+        logger.info("[AURA_LINK] analyze intent classified", {
+          uid,
+          urlCount: detectedUrls.length,
+        });
+        try {
+          const products = [];
+          for (const detectedUrl of detectedUrls.slice(0, 3)) {
+            products.push(await extractProductFromUrl(detectedUrl.normalized));
+          }
+          linkProductContext = productContextText(products);
+        } catch (error) {
+          logger.error("[AURA_LINK_ERROR] analyze link extraction failed", {
+            uid,
+            error,
+          });
+          linkProductContext = auraLinkErrorMessage(error);
+        }
+      }
 
       const requestText =
         `User profile:\n${JSON.stringify(userProfile, null, 2)}\n\n` +
         `Aura context:\n${JSON.stringify(auraContext, null, 2)}\n\n` +
+        `Stylist brief:\n${auraContext.stylistBrief || "Personalize lightly."}\n\n` +
         `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
-        `User request:\n${userMessage}`;
+        `Product link context:\n${linkProductContext}\n\n` +
+        `Attachments:\n${attachmentContextText(attachments)}\n\n` +
+        `User request:\n${userMessage}` +
+        buildMultiLookRequestNote(userMessage);
 
       writeEvent(res, { type: "status", status: "responding" });
+      logger.info("[AURA_STREAM] starting OpenAI stream", {
+        uid,
+        attachmentCount: attachments.length,
+      });
 
       let streamedText = "";
       const stream = client.responses.stream({
@@ -231,6 +1378,13 @@ export const askAuraStream = onRequest(
                 type: "input_text",
                 text: requestText,
               },
+              ...attachments
+                .filter((attachment) => attachment.type === "image")
+                .map((attachment) => ({
+                  type: "input_image" as const,
+                  image_url: attachment.uri ?? "",
+                  detail: "auto" as const,
+                })),
             ],
           },
         ],
@@ -244,6 +1398,10 @@ export const askAuraStream = onRequest(
       }
 
       const finalReply = streamedText.trim();
+      logger.info("[AURA_STREAM] OpenAI stream finished", {
+        uid,
+        textLength: finalReply.length,
+      });
 
       const structured = await client.responses.create({
         model: "gpt-5.4",
@@ -262,6 +1420,13 @@ export const askAuraStream = onRequest(
                   `Draft assistant reply already shown to the user:\n${finalReply}\n\n` +
                   "Use that draft reply as the final reply unless a tiny cleanup is needed. Do not materially rewrite the response.",
               },
+              ...attachments
+                .filter((attachment) => attachment.type === "image")
+                .map((attachment) => ({
+                  type: "input_image" as const,
+                  image_url: attachment.uri ?? "",
+                  detail: "auto" as const,
+                })),
             ],
           },
         ],
@@ -281,6 +1446,20 @@ export const askAuraStream = onRequest(
                 ownedPieces: { type: "array", items: { type: "string" } },
                 recommendedAdditions: { type: "array", items: { type: "string" } },
                 swapSuggestion: { type: "string" },
+                missingPieces: { type: "array", items: { type: "string" } },
+                upgradeSuggestions: { type: "array", items: { type: "string" } },
+                upgradeSuggestionItems: {
+                  type: "array",
+                  items: {
+                    type: "object",
+                    additionalProperties: false,
+                    properties: {
+                      label: { type: "string" },
+                      searchQuery: { type: "string" },
+                    },
+                    required: ["label"],
+                  },
+                },
                 chips: { type: "array", items: { type: "string" } },
                 look: {
                   anyOf: [
@@ -293,6 +1472,8 @@ export const askAuraStream = onRequest(
                         vibe: { type: "string" },
                         shortExplanation: { type: "string" },
                         stylingNote: { type: "string" },
+                        personalizationLabel: { type: "string" },
+                        personalizationNote: { type: "string" },
                         pieces: {
                           type: "array",
                           items: {
@@ -315,7 +1496,7 @@ export const askAuraStream = onRequest(
                           type: "array",
                           items: {
                             type: "string",
-                            enum: ["saveLook", "planForToday", "showMoreLikeThis", "shopMissingPieces", "useOnlyMyCloset", "makeItDressier"],
+                            enum: ["saveLook", "planForToday", "likeLook", "notMyVibe", "showMoreLikeThis", "lessLikeThis", "shopMissingPieces", "useOnlyMyCloset", "makeItDressier"],
                           },
                         },
                       },
@@ -323,6 +1504,47 @@ export const askAuraStream = onRequest(
                     },
                   ],
                 },
+                lookOptions: {
+                  type: "array",
+                  items: {
+                    type: "object",
+                    additionalProperties: false,
+                    properties: {
+                      lookTitle: { type: "string" },
+                      vibe: { type: "string" },
+                      shortExplanation: { type: "string" },
+                      stylingNote: { type: "string" },
+                      personalizationLabel: { type: "string" },
+                      personalizationNote: { type: "string" },
+                      pieces: {
+                        type: "array",
+                        items: {
+                          type: "object",
+                          additionalProperties: false,
+                          properties: {
+                            role: { type: "string", enum: ["top", "bottom", "shoes", "outerwear", "accessory"] },
+                            itemName: { type: "string" },
+                            source: { type: "string", enum: ["closet", "suggested"] },
+                            itemId: { type: ["string", "null"] },
+                            imageUrl: { type: ["string", "null"] },
+                          },
+                          required: ["role", "itemName", "source", "itemId", "imageUrl"],
+                        },
+                      },
+                      fromCloset: { type: "array", items: { type: "string" } },
+                      addToComplete: { type: "array", items: { type: "string" } },
+                      alternates: { type: "array", items: { type: "string" } },
+                      actions: {
+                        type: "array",
+                        items: {
+                          type: "string",
+                          enum: ["saveLook", "planForToday", "likeLook", "notMyVibe", "showMoreLikeThis", "lessLikeThis", "shopMissingPieces", "useOnlyMyCloset", "makeItDressier"],
+                        },
+                      },
+                    },
+                    required: ["lookTitle", "vibe", "shortExplanation", "stylingNote", "pieces", "fromCloset", "addToComplete", "alternates", "actions"],
+                  },
+                },
               },
               required: [
                 "presentation",
@@ -333,8 +1555,12 @@ export const askAuraStream = onRequest(
                 "ownedPieces",
                 "recommendedAdditions",
                 "swapSuggestion",
+                "missingPieces",
+                "upgradeSuggestions",
+                "upgradeSuggestionItems",
                 "chips",
                 "look",
+                "lookOptions",
               ],
             },
           },
@@ -350,12 +1576,51 @@ export const askAuraStream = onRequest(
 
       parsed.reply = parsed.reply?.trim() ? parsed.reply.trim() : finalReply;
       if (!parsed.reply) parsed.reply = finalReply;
-      parsed = normalizeAuraResponse(parsed, auraContext);
+      logger.info("[AURA_MULTI] stream structured response parsed", {
+        uid,
+        multiRequested: wantsMultipleLooks(userMessage),
+        requestedCount: parseRequestedLookCount(userMessage),
+        rawPresentation: parsed.presentation,
+        rawHasLook: !!parsed.look,
+        rawLookOptionsCount: parsed.lookOptions?.length ?? 0,
+        rawOwnedPiecesCount: parsed.ownedPieces?.length ?? 0,
+        rawOutfitItemsCount: parsed.outfitItems?.length ?? 0,
+      });
+      parsed = normalizeAuraResponse(parsed, userMessage, auraContext);
+      logger.info("[AURA_MULTI] stream structured response normalized", {
+        uid,
+        multiRequested: wantsMultipleLooks(userMessage),
+        normalizedPresentation: parsed.presentation,
+        normalizedHasLook: !!parsed.look,
+        normalizedLookOptionsCount: parsed.lookOptions?.length ?? 0,
+        normalizedOwnedPiecesCount: parsed.ownedPieces?.length ?? 0,
+        missingPiecesCount: parsed.missingPieces?.length ?? 0,
+        upgradeSuggestionsCount: parsed.upgradeSuggestions?.length ?? 0,
+      });
+      logger.info("[AURA_RESPONSE_FINAL] stream final response", {
+        uid,
+        presentation: parsed.presentation,
+        hasLook: !!parsed.look,
+        lookOptionsCount: parsed.lookOptions?.length ?? 0,
+        ownedPiecesCount: parsed.ownedPieces?.length ?? 0,
+        recommendedAdditionsCount: parsed.recommendedAdditions?.length ?? 0,
+        missingPiecesCount: parsed.missingPieces?.length ?? 0,
+        upgradeSuggestionsCount: parsed.upgradeSuggestions?.length ?? 0,
+        outfitItemsCount: parsed.outfitItems?.length ?? 0,
+        title: parsed.title,
+        replyPreview: String(parsed.reply ?? "").slice(0, 160),
+      });
 
       writeEvent(res, { type: "final", data: parsed });
+      logger.info("[AURA_STREAM] final response emitted", {
+        uid,
+        presentation: parsed.presentation,
+        hasLook: !!parsed.look,
+        lookOptionsCount: parsed.lookOptions?.length ?? 0,
+      });
       res.end();
     } catch (error) {
-      logger.error("askAuraStream failed", error);
+      logger.error("[AURA_ERROR] askAuraStream failed", error);
       writeEvent(res, {
         type: "error",
         error: "AURA could not respond right now.",
diff --git a/functions/src/generateOutfitsV1.ts b/functions/src/generateOutfitsV1.ts
index e00dd68..00c276d 100644
--- a/functions/src/generateOutfitsV1.ts
+++ b/functions/src/generateOutfitsV1.ts
@@ -13,11 +13,94 @@ import {
   persistGeneratedOutfits,
   safeJsonExtract,
 } from "./shared/outfitEngine";
+import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
 
 if (!getApps().length) {
   initializeApp();
 }
 
+function normalizedText(value: unknown): string {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/[^a-z0-9\s]/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function isOuterwearItem(item: { category?: string | null; subCategory?: string | null; type?: string | null; name?: string | null }) {
+  const category = String(item.category ?? "").trim().toLowerCase();
+  const tokens = normalizedText(
+    [item.category, item.subCategory, item.type, item.name].filter(Boolean).join(" "),
+  );
+  return (
+    category === "outerwear" ||
+    /\b(jacket|coat|outerwear|overshirt|blazer|hoodie|cardigan|shacket|trench|parka|bomber|denim jacket)\b/.test(
+      tokens,
+    )
+  );
+}
+
+function enforceOuterwearOnOutfits(params: {
+  outfits: Array<{
+    picks: Array<{ slot: "top" | "bottom" | "footwear" | "outerwear"; itemId: string }>;
+    score: number;
+    reason: string;
+    itemIds: string[];
+  }>;
+  allItems: Array<{ id: string; category?: string; subCategory?: string; type?: string | null; name?: string | null }>;
+  requireOuterwear: boolean;
+}) {
+  const { outfits, allItems, requireOuterwear } = params;
+  const outerwearPool = allItems.filter(isOuterwearItem);
+  if (!requireOuterwear || outerwearPool.length === 0) {
+    return {
+      outfits,
+      availableOuterwearCount: outerwearPool.length,
+      repairedCount: 0,
+    };
+  }
+
+  const usedOuterwearIds = new Set<string>();
+  let repairedCount = 0;
+  const repaired = outfits.map((outfit) => {
+    if (outfit.picks.some((pick) => pick.slot === "outerwear")) {
+      const currentOuterwearId = outfit.picks.find((pick) => pick.slot === "outerwear")?.itemId;
+      if (currentOuterwearId) usedOuterwearIds.add(currentOuterwearId);
+      return {
+        ...outfit,
+        itemIds: outfit.itemIds,
+      };
+    }
+
+    const existingIds = new Set(outfit.picks.map((pick) => pick.itemId));
+    const candidate =
+      outerwearPool.find((item) => !existingIds.has(item.id) && !usedOuterwearIds.has(item.id)) ??
+      outerwearPool.find((item) => !existingIds.has(item.id)) ??
+      outerwearPool[0];
+
+    if (!candidate) {
+      return outfit;
+    }
+
+    usedOuterwearIds.add(candidate.id);
+    repairedCount += 1;
+    return {
+      ...outfit,
+      picks: [{ slot: "outerwear" as const, itemId: candidate.id }, ...outfit.picks],
+      itemIds: [candidate.id, ...outfit.itemIds],
+      reason: outfit.reason.includes("outerwear")
+        ? outfit.reason
+        : `${outfit.reason.replace(/\.\s*$/, "")}, layered with ${candidate.name ?? "outerwear"}.`,
+    };
+  });
+
+  return {
+    outfits: repaired.filter((outfit) => outfit.picks.some((pick) => pick.slot === "outerwear")),
+    availableOuterwearCount: outerwearPool.length,
+    repairedCount,
+  };
+}
+
 async function parseOutfitIntent(
   intentText: string
 ): Promise<{intent: OutfitIntentV1; numOutfits: number | null}> {
@@ -110,13 +193,53 @@ export const generateOutfitsV1 = onCall(
 
     const db = getFirestore();
     const allItems = await fetchWardrobeItems(db, uid);
-    const generated = generateOutfitCandidates(allItems, parsedIntent, {numOutfits});
+    const memory = await loadCompactAuraMemoryContext(db, uid, null);
+    const generated = generateOutfitCandidates(allItems, parsedIntent, {
+      numOutfits,
+      memory,
+    });
+    const outerwearAvailable = allItems.filter((item) =>
+      isOuterwearItem({
+        category: item.category,
+        subCategory: item.subCategory,
+        type: (item as { type?: string | null }).type ?? null,
+        name: item.name ?? null,
+      }),
+    ).length;
 
     logger.info("generateOutfitsV1 slot counts", {
       uid,
       total: allItems.length,
       eligible: generated.eligibleCount,
       ...generated.slotCounts,
+      fallbackMode: generated.fallbackMode ?? "strict",
+      requiresOuterwear: parsedIntent.requireOuterwear === true,
+      availableOuterwearCount: outerwearAvailable,
+    });
+
+    const enforced = enforceOuterwearOnOutfits({
+      outfits: generated.outfits,
+      allItems: allItems.map((item) => ({
+        id: item.id,
+        category: item.category,
+        subCategory: item.subCategory,
+        type: (item as { type?: string | null }).type ?? null,
+        name: item.name ?? null,
+      })),
+      requireOuterwear: parsedIntent.requireOuterwear === true,
+    });
+    const enforcedOutfits = enforced.outfits;
+
+    logger.info("generateOutfitsV1 outerwear enforcement", {
+      uid,
+      requiresOuterwear: parsedIntent.requireOuterwear === true,
+      availableOuterwearCount: enforced.availableOuterwearCount,
+      generatedCount: generated.outfits.length,
+      enforcedCount: enforcedOutfits.length,
+      repairedCount: enforced.repairedCount,
+      outerwearCountPerLook: enforcedOutfits.map(
+        (outfit) => outfit.picks.filter((pick) => pick.slot === "outerwear").length,
+      ),
     });
 
     const outfits = await persistGeneratedOutfits({
@@ -124,17 +247,19 @@ export const generateOutfitsV1 = onCall(
       uid,
       intentText,
       intent: generated.intent,
-      outfits: generated.outfits,
+      outfits: enforcedOutfits,
     });
 
     logger.info("generateOutfitsV1 selected outfits", {
       uid,
       requestedNumOutfits,
       numOutfits,
+      fallbackMode: generated.fallbackMode ?? "strict",
       outfits: outfits.map((outfit) => ({
         id: outfit.id,
         score: outfit.score,
         itemIds: outfit.picks.map((pick) => pick.itemId),
+        outerwearCount: outfit.picks.filter((pick) => pick.slot === "outerwear").length,
       })),
     });
 
diff --git a/functions/src/index.ts b/functions/src/index.ts
index 04c3d5d..951f0b1 100644
--- a/functions/src/index.ts
+++ b/functions/src/index.ts
@@ -3,9 +3,12 @@ import { getFirestore } from "firebase-admin/firestore";
 import { onRequest } from "firebase-functions/v2/https";
 import { parseOutfitIntentFromPrompt } from "./parseOutfitIntent";
 export { generateOutfitsV1 } from "./generateOutfitsV1";
+export { generateAuraSwipeBatch } from "./generateAuraSwipeBatch";
 export { outfitChatV1 } from "./outfitChatV1";
 export { askAura } from "./askAura";
 export { askAuraStream } from "./askAuraStream";
+export { transcribeAuraAudio } from "./transcribeAuraAudio";
+export { importProductLink } from "./importProductLink";
 export { ingestItemFromPhotos } from "./ingestItemFromPhotos";
 export { generateCleanedProductImages } from "./generateCleanedProductImages";
 
diff --git a/functions/src/outfitChatV1.ts b/functions/src/outfitChatV1.ts
index e1ca02a..b6f0457 100644
--- a/functions/src/outfitChatV1.ts
+++ b/functions/src/outfitChatV1.ts
@@ -27,6 +27,7 @@ import {
   loadAssistantProfile,
   loadBehaviorProfile,
 } from "./shared/assistantMemory";
+import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
 import { getOrRefreshWardrobeSummary } from "./shared/wardrobeSummary";
 
 if (!getApps().length) {
@@ -433,12 +434,13 @@ export const outfitChatV1 = onCall(
       }, {merge: true});
     }
 
-    const [recentMessagesSnap, userSnap, allItems, assistantProfile, behaviorProfile] = await Promise.all([
+    const [recentMessagesSnap, userSnap, allItems, assistantProfile, behaviorProfile, memory] = await Promise.all([
       threadRef.collection("messages").orderBy("createdAt", "asc").limitToLast(12).get(),
       userRef.get(),
       fetchWardrobeItems(db, uid),
       loadAssistantProfile(db, uid),
       loadBehaviorProfile(db, uid),
+      loadCompactAuraMemoryContext(db, uid, null),
     ]);
 
     const recentMessages = recentMessagesSnap.docs.map((docSnap) => docSnap.data() as ChatMessageDoc);
@@ -555,6 +557,7 @@ export const outfitChatV1 = onCall(
           constraints: mergedConstraints,
           excludeItemIds: explicitExcludes,
           lockedItemsBySlot,
+          memory,
         });
 
         logger.info("outfitChatV1 slot counts", {
diff --git a/functions/src/shared/auraCandidatePreview.ts b/functions/src/shared/auraCandidatePreview.ts
new file mode 100644
index 0000000..5bf53e6
--- /dev/null
+++ b/functions/src/shared/auraCandidatePreview.ts
@@ -0,0 +1,560 @@
+import OpenAI from "openai";
+import type { ProductExtraction } from "./productLinkExtractor";
+
+export type AuraCandidateItem = {
+  candidateId: string;
+  imageUrls: string[];
+  primaryImageUrl?: string | null;
+  secondaryImageUrls?: string[];
+  title?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  color?: string | null;
+  brand?: string | null;
+  material?: string | null;
+  fit?: string | null;
+  pattern?: string | null;
+  confidence?: number | null;
+  sourceType: "image" | "link" | "batch";
+  sourceUrl?: string | null;
+  status: "awaiting_confirmation" | "needs_review" | "added" | "cancelled" | "failed";
+};
+
+export type RankedProductImage = {
+  url: string;
+  score: number;
+  reasons: string[];
+  isGarmentOnly: boolean;
+  isModelImage: boolean;
+  isFrontFacing: boolean;
+  bucket?: ProductImageBucket;
+};
+
+type ProductImageBucket = "garment_only" | "model_editorial" | "unknown";
+
+type RawProductImageRanking = {
+  index: number;
+  score: number;
+  isGarmentOnly: boolean;
+  isModelImage: boolean;
+  isFrontFacing: boolean;
+  containsMultipleGarments: boolean;
+  reasons: string[];
+};
+
+export function candidatePreviewResponse(candidates: AuraCandidateItem[]) {
+  const needsReview = candidates.some((candidate) => candidate.status === "needs_review");
+  const response = {
+    presentation: "candidate_preview" as const,
+    title: candidates.length === 1 ? "Review item" : "Review items",
+    reply: needsReview
+      ? "I couldn’t fully read this item — review before adding"
+      : candidates.length === 1
+        ? "I found this item. Want me to add it?"
+        : `I found ${candidates.length} items. Review them before I add them.`,
+    reason: "",
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    chips: [],
+    look: null,
+    candidateItems: candidates,
+    candidates,
+  };
+  console.info("[AURA_CANDIDATE_BACKEND] preview payload created", {
+    candidateCount: candidates.length,
+    candidateIds: candidates.map((candidate) => candidate.candidateId),
+    sourceTypes: candidates.map((candidate) => candidate.sourceType),
+    hasCandidateItems: true,
+    hasCandidatesAlias: true,
+    keys: Object.keys(response),
+  });
+  return response;
+}
+
+export function fallbackImageCandidates(imageGroups: string[][]): AuraCandidateItem[] {
+  const batch = imageGroups.length > 1;
+  return imageGroups
+    .filter((imageUrls) => imageUrls.length > 0)
+    .map((imageUrls, index) =>
+      cleanCandidate(
+        {
+          title: null,
+          category: null,
+          subCategory: null,
+          color: null,
+          brand: null,
+          material: null,
+          fit: null,
+          pattern: null,
+          confidence: null,
+        },
+        imageUrls,
+        index,
+        batch,
+      ),
+    );
+}
+
+export function candidatesFromProductExtractions(
+  extractions: ProductExtraction[],
+): AuraCandidateItem[] {
+  return extractions.map((extraction, index) => ({
+    candidateId: `link-${Date.now()}-${index}`,
+    imageUrls: extraction.imageUrls,
+    primaryImageUrl: extraction.imageUrls[0] ?? null,
+    secondaryImageUrls: extraction.imageUrls.slice(1),
+    title: extraction.metadata.title ?? null,
+    category: extraction.metadata.categoryHints?.[0] ?? null,
+    subCategory: extraction.metadata.categoryHints?.[1] ?? null,
+    color: extraction.metadata.color ?? null,
+    brand:
+      extraction.status === "needs_review"
+        ? extraction.metadata.brand ?? null
+        : extraction.metadata.brand ?? extraction.metadata.retailer ?? null,
+    material: extraction.metadata.material ?? null,
+    fit: null,
+    pattern: null,
+    confidence: extraction.confidence ?? null,
+    sourceType: extractions.length > 1 ? "batch" : "link",
+    sourceUrl: extraction.metadata.sourceUrl,
+    status: extraction.status === "needs_review" ? "needs_review" : "awaiting_confirmation",
+  }));
+}
+
+function stableUniqueUrls(urls: string[]) {
+  const seen = new Set<string>();
+  return urls
+    .map((url) => String(url ?? "").trim())
+    .filter(Boolean)
+    .filter((url) => {
+      const key = url.toLowerCase();
+      if (seen.has(key)) return false;
+      seen.add(key);
+      return true;
+    });
+}
+
+function productImageReasonText(result: RawProductImageRanking | undefined) {
+  return (result?.reasons ?? []).join(" ").toLowerCase();
+}
+
+function productImageReasonSuggestsModel(result: RawProductImageRanking | undefined) {
+  const text = productImageReasonText(result).replace(
+    /\b(no visible|without|no)\s+(person|model|human|body|torso|leg|arm|head)s?\b/g,
+    "",
+  );
+  return /\b(model|person|human|wearing|worn|body|torso|leg|arm|head|full[-\s]?body|editorial)\b/.test(
+    text,
+  );
+}
+
+function productImageReasonSuggestsGarmentOnly(result: RawProductImageRanking | undefined) {
+  return /\b(garment[-\s]?only|product[-\s]?only|standalone|isolated|flat[-\s]?lay|plain background|studio product|no visible (person|model|human))\b/.test(
+    productImageReasonText(result),
+  );
+}
+
+function productImageBucket(result: RawProductImageRanking | undefined): ProductImageBucket {
+  if (result?.isModelImage || productImageReasonSuggestsModel(result)) return "model_editorial";
+  if (result?.isGarmentOnly || productImageReasonSuggestsGarmentOnly(result)) return "garment_only";
+  return "unknown";
+}
+
+function productImageScore(result: RawProductImageRanking | undefined, bucket: ProductImageBucket) {
+  const baseScore = Math.max(0, Math.min(100, Number(result?.score ?? 20)));
+  if (bucket === "garment_only") {
+    return (
+      baseScore +
+      (result?.isFrontFacing ? 40 : 0) -
+      (result?.containsMultipleGarments ? 45 : 0)
+    );
+  }
+  if (bucket === "model_editorial") {
+    return (
+      baseScore +
+      (result?.isFrontFacing ? 10 : 0) -
+      120 -
+      (result?.containsMultipleGarments ? 60 : 0)
+    );
+  }
+  return baseScore - (result?.containsMultipleGarments ? 35 : 0);
+}
+
+function sortProductImages(items: RankedProductImage[]) {
+  return [...items].sort((a, b) => b.score - a.score);
+}
+
+function orderProductImageBuckets(items: RankedProductImage[]) {
+  const garmentOnly = items.filter((item) => item.bucket === "garment_only");
+  const modelEditorial = items.filter((item) => item.bucket === "model_editorial");
+  const unknown = items.filter((item) => item.bucket === "unknown");
+
+  if (garmentOnly.length > 0) {
+    return [
+      ...sortProductImages(garmentOnly),
+      ...sortProductImages(unknown),
+      ...sortProductImages(modelEditorial),
+    ];
+  }
+
+  return sortProductImages(items);
+}
+
+function logProductImageBuckets(params: {
+  sourceUrl?: string | null;
+  items: RankedProductImage[];
+}) {
+  const buckets: Record<ProductImageBucket, string[]> = {
+    garment_only: [],
+    model_editorial: [],
+    unknown: [],
+  };
+  for (const item of params.items) {
+    buckets[item.bucket ?? "unknown"].push(item.url);
+  }
+  console.info("[LINK_PRIMARY_BUCKETS]", {
+    sourceUrl: params.sourceUrl ?? null,
+    garmentOnlyCount: buckets.garment_only.length,
+    modelEditorialCount: buckets.model_editorial.length,
+    unknownCount: buckets.unknown.length,
+    garmentOnlyUrls: buckets.garment_only,
+    modelEditorialUrls: buckets.model_editorial,
+    unknownUrls: buckets.unknown,
+  });
+  console.info("[LINK_IMAGE_BUCKETS]", {
+    sourceUrl: params.sourceUrl ?? null,
+    garmentOnlyCount: buckets.garment_only.length,
+    modelEditorialCount: buckets.model_editorial.length,
+    unknownCount: buckets.unknown.length,
+    garmentOnlyUrls: buckets.garment_only,
+    modelEditorialUrls: buckets.model_editorial,
+    unknownUrls: buckets.unknown,
+  });
+}
+
+export async function rankProductLinkImages(params: {
+  client: OpenAI;
+  imageUrls: string[];
+  title?: string | null;
+  description?: string | null;
+  sourceUrl?: string | null;
+}): Promise<RankedProductImage[]> {
+  const imageUrls = stableUniqueUrls(params.imageUrls).slice(0, 24);
+  console.info("[LINK_IMAGE_CANDIDATES]", {
+    sourceUrl: params.sourceUrl ?? null,
+    candidateCount: imageUrls.length,
+    urls: imageUrls,
+    title: params.title ?? null,
+  });
+  if (imageUrls.length <= 1) {
+    return imageUrls.map((url) => ({
+      url,
+      score: 50,
+      reasons: ["only image candidate"],
+      isGarmentOnly: false,
+      isModelImage: false,
+      isFrontFacing: false,
+      bucket: "unknown",
+    }));
+  }
+
+  try {
+    const response = await params.client.responses.create({
+      model: "gpt-5.4-mini",
+      input: [
+        {
+          role: "developer",
+          content:
+            "Rank retail product images for wardrobe item ingestion. Classify product-only images separately from model/editorial images. A garment-only/product-only image has no visible person, model, limbs, head, torso, mannequin, or full outfit; it is usually a standalone garment on a plain studio background or flat lay. Any image with a person wearing the item, even if the target product is visible, is model/editorial. If the title says shirt, shorts, jeans, or another specific garment, a full-body model wearing other garments is not garment-only.",
+        },
+        {
+          role: "user",
+          content: [
+            {
+              type: "input_text",
+              text:
+                `Product title: ${params.title ?? "unknown"}\n` +
+                `Description: ${params.description ?? "unknown"}\n` +
+                "For each image index, score 0-100 for usefulness as the primary wardrobe item image and classify whether it is garment-only/product-only, model/editorial, front-facing/canonical, and whether it contains multiple visible garments. Return JSON only.",
+            },
+            ...imageUrls.flatMap((url, index) => [
+              {
+                type: "input_text" as const,
+                text: `Image index ${index}: ${url}`,
+              },
+              {
+                type: "input_image" as const,
+                image_url: url,
+                detail: "high" as const,
+              },
+            ]),
+          ],
+        },
+      ],
+      text: {
+        format: {
+          type: "json_schema",
+          name: "product_image_ranking",
+          schema: {
+            type: "object",
+            additionalProperties: false,
+            properties: {
+              rankings: {
+                type: "array",
+                items: {
+                  type: "object",
+                  additionalProperties: false,
+                  properties: {
+                    index: { type: "number" },
+                    score: { type: "number" },
+                    isGarmentOnly: { type: "boolean" },
+                    isModelImage: { type: "boolean" },
+                    isFrontFacing: { type: "boolean" },
+                    containsMultipleGarments: { type: "boolean" },
+                    reasons: {
+                      type: "array",
+                      items: { type: "string" },
+                    },
+                  },
+                  required: [
+                    "index",
+                    "score",
+                    "isGarmentOnly",
+                    "isModelImage",
+                    "isFrontFacing",
+                    "containsMultipleGarments",
+                    "reasons",
+                  ],
+                },
+              },
+            },
+            required: ["rankings"],
+          },
+        },
+      },
+    });
+    const parsed = JSON.parse(String(response.output_text || "{}")) as {
+      rankings?: {
+        index: number;
+        score: number;
+        isGarmentOnly: boolean;
+        isModelImage: boolean;
+        isFrontFacing: boolean;
+        containsMultipleGarments: boolean;
+        reasons: string[];
+      }[];
+    };
+    const byIndex = new Map((parsed.rankings ?? []).map((entry) => [Math.trunc(entry.index), entry]));
+    const scored = imageUrls.map((url, index) => {
+        const result = byIndex.get(index);
+        const bucket = productImageBucket(result);
+        const score = productImageScore(result, bucket);
+        const item = {
+          url,
+          score,
+          reasons: result?.reasons?.slice(0, 4) ?? ["not ranked by model"],
+          isGarmentOnly: !!result?.isGarmentOnly,
+          isModelImage: !!result?.isModelImage,
+          isFrontFacing: !!result?.isFrontFacing,
+          bucket,
+        };
+        console.info("[LINK_PRIMARY_SCORE]", {
+          sourceUrl: params.sourceUrl ?? null,
+          index,
+          url,
+          bucket: item.bucket,
+          baseScore: result?.score ?? null,
+          score: item.score,
+          isGarmentOnly: item.isGarmentOnly,
+          isModelImage: item.isModelImage,
+          isFrontFacing: item.isFrontFacing,
+          containsMultipleGarments: !!result?.containsMultipleGarments,
+          reasons: item.reasons,
+        });
+        console.info("[LINK_IMAGE_SCORE]", {
+          sourceUrl: params.sourceUrl ?? null,
+          index,
+          url,
+          score: item.score,
+          isGarmentOnly: item.isGarmentOnly,
+          isModelImage: item.isModelImage,
+          isFrontFacing: item.isFrontFacing,
+          reasons: item.reasons,
+        });
+        return item;
+      });
+    logProductImageBuckets({ sourceUrl: params.sourceUrl, items: scored });
+    const ranked = orderProductImageBuckets(scored);
+    console.info("[LINK_PRIMARY_CHOSEN]", {
+      sourceUrl: params.sourceUrl ?? null,
+      primaryImageUrl: ranked[0]?.url ?? null,
+      bucket: ranked[0]?.bucket ?? null,
+      score: ranked[0]?.score ?? null,
+      reasons: ranked[0]?.reasons ?? [],
+      garmentOnlyAvailable: scored.some((item) => item.bucket === "garment_only"),
+    });
+    console.info("[LINK_IMAGE_PRIMARY]", {
+      sourceUrl: params.sourceUrl ?? null,
+      primaryImageUrl: ranked[0]?.url ?? null,
+      primaryReasons: ranked[0]?.reasons ?? [],
+      primaryIsGarmentOnly: ranked[0]?.isGarmentOnly ?? false,
+    });
+    console.info("[LINK_IMAGE_SECONDARY]", {
+      sourceUrl: params.sourceUrl ?? null,
+      secondaryImageUrls: ranked.slice(1).map((item) => item.url),
+    });
+    return ranked;
+  } catch (error) {
+    console.warn("[LINK_IMAGE_SCORE]", "visual ranking failed; using stable URL order", {
+      sourceUrl: params.sourceUrl ?? null,
+      error,
+    });
+    const ranked = imageUrls.map((url, index) => ({
+      url,
+      score: imageUrls.length - index,
+      reasons: ["visual ranking unavailable"],
+      isGarmentOnly: false,
+      isModelImage: false,
+      isFrontFacing: false,
+      bucket: "unknown" as const,
+    }));
+    logProductImageBuckets({ sourceUrl: params.sourceUrl, items: ranked });
+    console.info("[LINK_PRIMARY_CHOSEN]", {
+      sourceUrl: params.sourceUrl ?? null,
+      primaryImageUrl: ranked[0]?.url ?? null,
+      bucket: ranked[0]?.bucket ?? null,
+      score: ranked[0]?.score ?? null,
+      reasons: ranked[0]?.reasons ?? [],
+      garmentOnlyAvailable: false,
+    });
+    return ranked;
+  }
+}
+
+export function productCategoryHintsFromText(title?: string | null, description?: string | null) {
+  const text = `${title ?? ""} ${description ?? ""}`.toLowerCase();
+  if (/\b(shorts?|trousers?|pants?|jeans?|skirt|leggings?)\b/.test(text)) {
+    return { category: "bottom", subCategory: text.includes("short") ? "shorts" : null };
+  }
+  if (/\b(shirt|t-shirt|tee|polo|sweater|hoodie|blouse|top)\b/.test(text)) {
+    return { category: "top", subCategory: text.includes("sweater") ? "sweater" : null };
+  }
+  if (/\b(jacket|coat|blazer)\b/.test(text)) return { category: "outerwear", subCategory: null };
+  if (/\b(shoe|sneaker|boot|loafer|sandal)\b/.test(text)) return { category: "footwear", subCategory: null };
+  if (/\b(dress|jumpsuit|romper)\b/.test(text)) return { category: "one_piece", subCategory: null };
+  return { category: null, subCategory: null };
+}
+
+type ImageCandidateExtraction = {
+  title?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  color?: string | null;
+  brand?: string | null;
+  material?: string | null;
+  fit?: string | null;
+  pattern?: string | null;
+  confidence?: number | null;
+};
+
+function cleanCandidate(value: ImageCandidateExtraction, imageUrls: string[], index: number, batch: boolean): AuraCandidateItem {
+  return {
+    candidateId: `image-${Date.now()}-${index}`,
+    imageUrls,
+    primaryImageUrl: imageUrls[0] ?? null,
+    secondaryImageUrls: imageUrls.slice(1),
+    title: value.title ?? null,
+    category: value.category ?? null,
+    subCategory: value.subCategory ?? null,
+    color: value.color ?? null,
+    brand: value.brand ?? null,
+    material: value.material ?? null,
+    fit: value.fit ?? null,
+    pattern: value.pattern ?? null,
+    confidence: typeof value.confidence === "number" ? value.confidence : null,
+    sourceType: batch ? "batch" : "image",
+    sourceUrl: null,
+    status: "awaiting_confirmation",
+  };
+}
+
+export async function extractImageCandidates(params: {
+  client: OpenAI;
+  imageGroups: string[][];
+}): Promise<AuraCandidateItem[]> {
+  const candidates: AuraCandidateItem[] = [];
+  const batch = params.imageGroups.length > 1;
+
+  for (let index = 0; index < params.imageGroups.length; index += 1) {
+    const imageUrls = params.imageGroups[index] ?? [];
+    if (!imageUrls.length) continue;
+    const response = await params.client.responses.create({
+      model: "gpt-5.4-mini",
+      input: [
+        {
+          role: "developer",
+          content:
+            "Extract concise clothing item preview details from the image(s). Return JSON only. Do not invent brand/material if not visible.",
+        },
+        {
+          role: "user",
+          content: [
+            {
+              type: "input_text",
+              text:
+                "Return JSON with keys: title, category, subCategory, color, brand, material, fit, pattern, confidence. Use null for unknown values.",
+            },
+            ...imageUrls.map((url) => ({
+              type: "input_image" as const,
+              image_url: url,
+              detail: "auto" as const,
+            })),
+          ],
+        },
+      ],
+      text: {
+        format: {
+          type: "json_schema",
+          name: "aura_candidate_item",
+          schema: {
+            type: "object",
+            additionalProperties: false,
+            properties: {
+              title: { type: ["string", "null"] },
+              category: { type: ["string", "null"] },
+              subCategory: { type: ["string", "null"] },
+              color: { type: ["string", "null"] },
+              brand: { type: ["string", "null"] },
+              material: { type: ["string", "null"] },
+              fit: { type: ["string", "null"] },
+              pattern: { type: ["string", "null"] },
+              confidence: { type: ["number", "null"] },
+            },
+            required: [
+              "title",
+              "category",
+              "subCategory",
+              "color",
+              "brand",
+              "material",
+              "fit",
+              "pattern",
+              "confidence",
+            ],
+          },
+        },
+      },
+    });
+    let parsed: ImageCandidateExtraction = {};
+    try {
+      parsed = JSON.parse(String(response.output_text || "{}")) as ImageCandidateExtraction;
+    } catch {
+      parsed = {};
+    }
+    candidates.push(cleanCandidate(parsed, imageUrls, index, batch));
+  }
+
+  return candidates;
+}
diff --git a/functions/src/shared/auraLinkIntent.ts b/functions/src/shared/auraLinkIntent.ts
new file mode 100644
index 0000000..a1016e7
--- /dev/null
+++ b/functions/src/shared/auraLinkIntent.ts
@@ -0,0 +1,49 @@
+export type AuraLinkIntent =
+  | "none"
+  | "analyze_link"
+  | "add_from_link"
+  | "add_from_links_batch";
+
+export type ExtractedUrl = {
+  raw: string;
+  normalized: string;
+};
+
+const URL_RE = /\bhttps?:\/\/[^\s<>"')\]]+/gi;
+const TRAILING_PUNCTUATION_RE = /[.,!?;:]+$/;
+const ADD_RE =
+  /\b(add|save|store|put|upload|log)\b[\s\S]{0,80}\b(closet|wardrobe|item|items|these|this|links?|all)\b|\b(add|save)\s+(this|these|all|item|items|links?)\b|\bput\s+(this|these|all|item|items|links?)\s+in\s+(my\s+)?(closet|wardrobe)\b/i;
+
+export function extractUrlsFromText(text: string): ExtractedUrl[] {
+  const matches = String(text ?? "").match(URL_RE) ?? [];
+  const seen = new Set<string>();
+  const urls: ExtractedUrl[] = [];
+
+  for (const match of matches) {
+    const raw = match.replace(TRAILING_PUNCTUATION_RE, "");
+    try {
+      const parsed = new URL(raw);
+      if (parsed.protocol !== "http:" && parsed.protocol !== "https:") {
+        continue;
+      }
+      parsed.hash = "";
+      const normalized = parsed.toString();
+      if (seen.has(normalized)) continue;
+      seen.add(normalized);
+      urls.push({ raw, normalized });
+    } catch {
+      continue;
+    }
+  }
+
+  return urls;
+}
+
+export function classifyAuraLinkIntent(text: string): AuraLinkIntent {
+  const urls = extractUrlsFromText(text);
+  if (!urls.length) return "none";
+  if (ADD_RE.test(text)) {
+    return urls.length > 1 ? "add_from_links_batch" : "add_from_link";
+  }
+  return "analyze_link";
+}
diff --git a/functions/src/shared/auraMemory.ts b/functions/src/shared/auraMemory.ts
new file mode 100644
index 0000000..72783a8
--- /dev/null
+++ b/functions/src/shared/auraMemory.ts
@@ -0,0 +1,89 @@
+import {Firestore} from "firebase-admin/firestore";
+
+import {
+  LEARNED_STYLE_MEMORY_DOC_ID,
+  SESSION_CONTEXT_DOC_ID,
+  STYLE_PROFILE_DOC_ID,
+  buildCompactAuraMemoryContext,
+  buildStyleProfileFromLegacyPreferences,
+  emptyLearnedStyleMemory,
+  normalizeAuraSessionContext,
+  normalizeLearnedStyleMemory,
+  normalizeStyleProfile,
+  type AuraSessionContext,
+  type CompactAuraMemoryContext,
+  type LearnedStyleMemory,
+  type StyleProfile,
+} from "../../../shared/auraMemory";
+
+function userDocRef(db: Firestore, uid: string) {
+  return db.collection("users").doc(uid);
+}
+
+function profileDocRef(db: Firestore, uid: string, docId: string) {
+  return userDocRef(db, uid).collection("profile").doc(docId);
+}
+
+function sessionContextDocRef(db: Firestore, uid: string, chatId: string) {
+  return userDocRef(db, uid).collection("aiChats").doc(chatId)
+    .collection("sessionContext").doc(SESSION_CONTEXT_DOC_ID);
+}
+
+export async function loadAuraStyleProfile(
+  db: Firestore,
+  uid: string
+): Promise<StyleProfile | null> {
+  const [styleSnap, userSnap] = await Promise.all([
+    profileDocRef(db, uid, STYLE_PROFILE_DOC_ID).get(),
+    userDocRef(db, uid).get(),
+  ]);
+
+  if (styleSnap.exists) {
+    return normalizeStyleProfile(styleSnap.data());
+  }
+
+  const userData = userSnap.data() ?? {};
+  const legacy = userData.profilePreferences ?? {};
+  const profile = buildStyleProfileFromLegacyPreferences(legacy);
+  return profile;
+}
+
+export async function loadLearnedAuraStyleMemory(
+  db: Firestore,
+  uid: string
+): Promise<LearnedStyleMemory | null> {
+  const snap = await profileDocRef(db, uid, LEARNED_STYLE_MEMORY_DOC_ID).get();
+  return snap.exists ? normalizeLearnedStyleMemory(snap.data()) : emptyLearnedStyleMemory();
+}
+
+export async function loadAuraSessionContext(
+  db: Firestore,
+  uid: string,
+  chatId?: string | null
+): Promise<AuraSessionContext | null> {
+  if (!chatId) return null;
+  const snap = await sessionContextDocRef(db, uid, chatId).get();
+  if (!snap.exists) return null;
+  const session = normalizeAuraSessionContext(snap.data());
+  if (!session) return null;
+  if (session.expiresAt && session.expiresAt <= Date.now()) return null;
+  return session;
+}
+
+export async function loadCompactAuraMemoryContext(
+  db: Firestore,
+  uid: string,
+  chatId?: string | null
+): Promise<CompactAuraMemoryContext> {
+  const [explicitProfile, learnedProfile, session] = await Promise.all([
+    loadAuraStyleProfile(db, uid),
+    loadLearnedAuraStyleMemory(db, uid),
+    loadAuraSessionContext(db, uid, chatId),
+  ]);
+
+  return buildCompactAuraMemoryContext({
+    explicitProfile,
+    learnedProfile,
+    session,
+  });
+}
diff --git a/functions/src/shared/auraPrompt.ts b/functions/src/shared/auraPrompt.ts
index f179ee4..775f0b5 100644
--- a/functions/src/shared/auraPrompt.ts
+++ b/functions/src/shared/auraPrompt.ts
@@ -84,22 +84,42 @@ ${AURA_BASE_IDENTITY}
 Structured behavior:
 
 * Respect weather, occasion, season, color harmony, and item availability.
+* Personalize using the wardrobe, explicit style preferences, learned behavior, and current session context when they are present.
+* Treat explicit preferences as the strongest signal, learned behavior as secondary, and current-session context as immediate nuance.
+* Use personalization naturally and sparingly. Do not recite profile fields or analytics back to the user unless they ask.
+* If learned confidence is light, personalize softly and avoid overstating certainty.
 * Avoid recommending unavailable or in-laundry items.
 * Prefer realistic, wearable combinations.
 * For visual looks, build from the closet first and only add missing pieces when there is no reasonable owned option.
 * Footwear and bottoms should be treated as high-priority closet-first categories.
 * When several owned shoes could work, pick the best reasonable option instead of inventing a missing ideal.
 * Clean sneakers, loafers, derby shoes, boots, sandals, and other owned footwear can all be valid if they fit the vibe well enough.
+* Never hallucinate owned items. If it is not in the wardrobe context, treat it as suggested.
+* Always keep owned pieces and suggested pieces clearly separated.
 * Suggest at most one swap.
 * If something is weak, say so cleanly.
 * If something is missing, mention the gap gracefully and keep helping.
 * If something works, say it with confidence.
 * Use conversation history when it matters. Do not answer as if every message is isolated.
+* When memory is helpful, weave it in like a premium stylist would:
+  - "This stays closer to your lane: clean, layered, and easy to wear."
+  - "I kept this sharper and more mature since that seems closer to what you gravitate toward."
+  - "This is a slightly bolder take on your usual palette."
+  - "This still feels like you, just a little more dressed up."
+* Vary personalization phrasing. Do not recycle the same sentence shape every time.
+* Avoid making every outfit sound like a lesson. Personalization should feel noticed, not explained.
+* When you mention why something feels right for the user, prefer a stylist's shorthand over explicit reasoning language.
+* If you are generating multiple looks, vary the angle of each one: one can lean cleaner, one sharper, one bolder, one more relaxed.
+* Make the personalization feel specific without sounding clinical.
 * For outfit, styling, occasion, or "what should I wear" requests, prefer returning a visual look object the UI can render.
 * When you return a visual look, keep the reply shorter and let the card do more of the work.
 * If look is present, reply should usually be 1 short sentence, with a hard preference for under 18 words.
 * Do not repeat the card contents in the reply when look is present.
 * Visual looks should feel like premium "complete the look" styling recommendations, not inventory dumps.
+* If the user asks for options, versions, or a range like safe / balanced / bold, prefer returning multiple visual looks instead of a long paragraph.
+* For safe / balanced / bold requests, make the three directions meaningfully different in risk level while still feeling like the same person.
+* If the user asks for multiple outfits, multiple options, several directions, or a numbered set like "three outfits", you must return structured multi-look output in lookOptions instead of prose-only recommendations.
+* For multi-look requests, do not collapse the answer into one look plus generic outfitItems/ownedPieces. The UI needs one full structured look per option.
 
 Presentation decision:
 
@@ -118,16 +138,31 @@ Presentation decision:
 * Set look for outfit-related requests when the user would benefit from a visual recommendation.
 * In a visual look, use closet pieces where possible and fill missing gaps with suggested pieces.
 * The look should include a small set of meaningful actions the UI can surface.
+* If Aura context says isSparseWardrobe is true:
+  - You must still generate at least one outfit using the available owned items, even if the wardrobe is tiny.
+  - Acknowledge the limitation naturally and briefly, never with robotic or defeatist phrasing.
+  - Include 1-2 upgrade suggestions that would make the outfit system stronger.
+  - Keep the tone encouraging, like a stylist refining the closet, not criticizing it.
+  - If you suggest a missing item, make it obvious that it is a suggestion, not an owned piece.
+  - Good tone example: "This works, but you're missing a layer - a jacket would elevate it instantly."
+* If the wardrobe is not sparse and there are no obvious core gaps, keep missingPieces and upgradeSuggestions empty unless they genuinely add value.
+* Never overwhelm the user with more than 3 total missingPieces + upgradeSuggestions.
 
 Disallowed response style examples:
 
 * "Based on the current wardrobe metadata..."
+* "Your stored preferences indicate..."
+* "Based on your profile data..."
+* "The learned memory suggests..."
 * "I think this could work because..."
 * "You may want to consider..."
 * "I am not recommending..."
 * "This is the most polished pairing in your current closet because..."
 * "I can't build a complete outfit yet."
 * "You need bottoms and footwear first."
+* "Your profile says..."
+* "The data suggests..."
+* "This aligns with your stored preferences."
 
 Output requirements:
 
@@ -141,16 +176,32 @@ Output requirements:
 * ownedPieces must list only pieces present in the user's wardrobe.
 * recommendedAdditions must list only suggested pieces that are not in the wardrobe.
 * swapSuggestion must be short and direct, and only included when useful.
+* missingPieces should be short labels for missing or thin wardrobe areas.
+* upgradeSuggestions should be short, human-readable upgrade ideas.
+* upgradeSuggestionItems can mirror upgradeSuggestions with optional searchQuery values for future shopping hooks.
 * look must be null unless this is truly an outfit/look recommendation.
+* lookOptions should be empty unless the user clearly asked for multiple directions, multiple versions, or safe / balanced / bold.
+* If the user asked for multiple outfits/options/directions, lookOptions must contain those structured looks whenever you can produce them safely.
 * If look is present:
   - lookTitle should be short and premium.
   - vibe should be 1-3 words.
   - shortExplanation should be 1 sentence.
   - stylingNote should be 1 short sentence explaining why the look works.
+  - personalizationLabel should be a very short premium UI chip, 3-7 words, only when it adds value.
+  - personalizationNote should be a single subtle sentence about why this feels right for the user, not raw reasoning.
+  - personalizationLabel should read like polished UI copy, not metadata.
+  - personalizationNote should sound like a stylist aside, not an explanation of memory or logic.
+  - When confidence is low, keep personalization softer and broader instead of making bold claims.
   - pieces should usually contain 3-5 entries.
   - pieces from the closet should use source "closet" and include itemId when available.
   - suggested pieces should use source "suggested".
   - if the user owns workable shoes, bottoms, or accessories for this look, prefer them in pieces before adding a suggested substitute.
   - if the request is closet-first or "use my closet", choose the best workable owned shoe even if it is not perfect.
-  - actions should contain 2-4 useful action ids.
+  - actions should contain 3-6 useful action ids and usually include likeLook, notMyVibe, showMoreLikeThis, and lessLikeThis for strong look cards.
+* If lookOptions is present:
+  - return 2-3 looks max.
+  - for requests like "give me three outfits" or "show me 3 directions", use lookOptions as the primary structured payload.
+  - safe / balanced / bold is the preferred progression when the user asks for multiple directions.
+  - keep each look concise, distinct, and action-ready.
+  - each option should be renderable on its own, with its own pieces, fromCloset, addToComplete, and actions.
 `;
diff --git a/functions/src/shared/buildAuraContext.ts b/functions/src/shared/buildAuraContext.ts
index 53dbfe4..2982ace 100644
--- a/functions/src/shared/buildAuraContext.ts
+++ b/functions/src/shared/buildAuraContext.ts
@@ -1,3 +1,9 @@
+import type {CompactAuraMemoryContext} from "../../../shared/auraMemory";
+import {
+  detectWardrobeGaps,
+  type WardrobeCategoryCounts,
+} from "./detectWardrobeGaps";
+
 type WardrobeItem = {
   id: string;
   name?: string;
@@ -28,6 +34,7 @@ type AuraContextArgs = {
   } | null;
   occasion?: string | null;
   selectedDate?: string | null;
+  memory?: CompactAuraMemoryContext | null;
 };
 
 type AuraCategory =
@@ -159,7 +166,10 @@ export function buildAuraContext({
   weather,
   occasion,
   selectedDate,
+  memory,
 }: AuraContextArgs) {
+  const DEBUG_AURA_SPARSE =
+    process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
   const excluded = {
     drafts: [] as Record<string, string>[],
     laundry: [] as Record<string, string>[],
@@ -219,6 +229,34 @@ export function buildAuraContext({
     wardrobe[category].push(summary);
   });
 
+  const categoryCounts: WardrobeCategoryCounts = {
+    tops: wardrobe.tops.length,
+    outerwear: wardrobe.outerwear.length,
+    bottoms: wardrobe.bottoms.length,
+    footwear: wardrobe.footwear.length,
+    accessories: wardrobe.accessories.length,
+  };
+  const totalItemCount =
+    categoryCounts.tops +
+    categoryCounts.outerwear +
+    categoryCounts.bottoms +
+    categoryCounts.footwear +
+    categoryCounts.accessories;
+  const isSparseWardrobe = totalItemCount < 15;
+  const wardrobeGaps = detectWardrobeGaps(categoryCounts);
+
+  if (DEBUG_AURA_SPARSE) {
+    console.log("[AURA_SPARSE_CONTEXT]", {
+      isSparseWardrobe,
+      categoryCounts,
+      detectedGaps: {
+        missingCore: wardrobeGaps.missingCore.map((gap) => gap.label),
+        weakAreas: wardrobeGaps.weakAreas.map((gap) => gap.label),
+      },
+      suggestions: wardrobeGaps.suggestions.map((suggestion) => suggestion.label),
+    });
+  }
+
   return {
     selectedDate: selectedDate ?? null,
     occasion: occasion ?? null,
@@ -227,27 +265,15 @@ export function buildAuraContext({
       condition: weather?.condition ?? null,
     },
     wardrobe,
-    counts: {
-      tops: wardrobe.tops.length,
-      outerwear: wardrobe.outerwear.length,
-      bottoms: wardrobe.bottoms.length,
-      footwear: wardrobe.footwear.length,
-      accessories: wardrobe.accessories.length,
-    },
+    counts: categoryCounts,
+    categoryCounts,
+    isSparseWardrobe,
+    wardrobeGaps,
     inventory: {
-      total:
-        wardrobe.tops.length +
-        wardrobe.outerwear.length +
-        wardrobe.bottoms.length +
-        wardrobe.footwear.length +
-        wardrobe.accessories.length,
-      hasAnyItems:
-        wardrobe.tops.length +
-          wardrobe.outerwear.length +
-          wardrobe.bottoms.length +
-          wardrobe.footwear.length +
-          wardrobe.accessories.length >
-        0,
+      total: totalItemCount,
+      totalItemCount,
+      hasAnyItems: totalItemCount > 0,
+      isSparseWardrobe,
       missingCoreCategories: [
         ...(wardrobe.tops.length ? [] : ["tops"]),
         ...(wardrobe.bottoms.length ? [] : ["bottoms"]),
@@ -268,5 +294,7 @@ export function buildAuraContext({
       preferOwnedBottoms: true,
       suggestMissingPiecesOnlyWhenNoReasonableOwnedOptionExists: true,
     },
+    preferenceContext: memory ?? null,
+    stylistBrief: memory?.stylistBrief ?? "",
   };
 }
diff --git a/functions/src/shared/detectWardrobeGaps.ts b/functions/src/shared/detectWardrobeGaps.ts
new file mode 100644
index 0000000..a991316
--- /dev/null
+++ b/functions/src/shared/detectWardrobeGaps.ts
@@ -0,0 +1,140 @@
+export type WardrobeCategoryCounts = {
+  tops: number;
+  bottoms: number;
+  footwear: number;
+  outerwear: number;
+  accessories: number;
+};
+
+export type WardrobeGapSuggestion = {
+  label: string;
+  reason: string;
+  searchQuery?: string;
+};
+
+export type WardrobeGap = {
+  key: string;
+  label: string;
+  reason: string;
+  severity: "critical" | "notice" | "soft";
+  searchQuery?: string;
+};
+
+export type WardrobeGapDetection = {
+  missingCore: WardrobeGap[];
+  weakAreas: WardrobeGap[];
+  suggestions: WardrobeGapSuggestion[];
+};
+
+function dedupeSuggestions(suggestions: WardrobeGapSuggestion[]) {
+  const seen = new Set<string>();
+  return suggestions.filter((suggestion) => {
+    const key = suggestion.label.trim().toLowerCase();
+    if (!key || seen.has(key)) return false;
+    seen.add(key);
+    return true;
+  });
+}
+
+export function detectWardrobeGaps(
+  categoryCounts: WardrobeCategoryCounts
+): WardrobeGapDetection {
+  const missingCore: WardrobeGap[] = [];
+  const weakAreas: WardrobeGap[] = [];
+  const suggestions: WardrobeGapSuggestion[] = [];
+
+  if (categoryCounts.tops === 0) {
+    missingCore.push({
+      key: "tops",
+      label: "Tops",
+      reason: "No tops means AURA has almost nothing to build around.",
+      severity: "critical",
+      searchQuery: "men's essential tops",
+    });
+  } else if (categoryCounts.tops === 1) {
+    weakAreas.push({
+      key: "top-variety",
+      label: "Top variety",
+      reason: "Only one top keeps outfit variation tight.",
+      severity: "notice",
+      searchQuery: "men's versatile tops",
+    });
+  }
+
+  if (categoryCounts.bottoms === 0) {
+    missingCore.push({
+      key: "bottoms",
+      label: "Bottoms",
+      reason: "No bottoms is a hard wardrobe gap for outfit generation.",
+      severity: "critical",
+      searchQuery: "men's versatile pants",
+    });
+  } else if (categoryCounts.bottoms === 1) {
+    weakAreas.push({
+      key: "bottom-variety",
+      label: "Bottom variety",
+      reason: "One bottom limits how many distinct outfits AURA can build.",
+      severity: "notice",
+      searchQuery: "men's everyday pants",
+    });
+  }
+
+  if (categoryCounts.outerwear === 0) {
+    missingCore.push({
+      key: "outerwear",
+      label: "Outerwear",
+      reason: "A layer adds polish and makes simple outfits feel more intentional.",
+      severity: "notice",
+      searchQuery: "lightweight denim jacket or overshirt",
+    });
+    suggestions.push({
+      label: "Lightweight jacket",
+      reason: "A lightweight jacket would instantly level up your outfits.",
+      searchQuery: "lightweight denim jacket or overshirt",
+    });
+  }
+
+  if (categoryCounts.footwear === 0) {
+    missingCore.push({
+      key: "footwear",
+      label: "Shoes",
+      reason: "Without shoes in the closet, every outfit has to lean on a suggestion.",
+      severity: "critical",
+      searchQuery: "versatile men's sneakers",
+    });
+  } else if (categoryCounts.footwear === 1) {
+    missingCore.push({
+      key: "footwear-variety",
+      label: "Second pair of shoes",
+      reason: "A second pair opens up far more outfit range.",
+      severity: "notice",
+      searchQuery: "white sneakers versatile men's shoes",
+    });
+    suggestions.push({
+      label: "Second pair of shoes",
+      reason: "Adding a second pair of shoes would give you more versatility.",
+      searchQuery: "white sneakers versatile men's shoes",
+    });
+  }
+
+  if (categoryCounts.accessories === 0) {
+    weakAreas.push({
+      key: "accessories",
+      label: "Accessories",
+      reason: "No accessories makes it harder to finish a look cleanly.",
+      severity: "soft",
+      searchQuery: "minimal men's watch",
+    });
+    suggestions.push({
+      label: "Minimal watch",
+      reason: "A watch or simple accessory would make your outfits feel more complete.",
+      searchQuery: "minimal men's watch",
+    });
+  }
+
+  return {
+    missingCore,
+    weakAreas,
+    suggestions: dedupeSuggestions(suggestions).slice(0, 3),
+  };
+}
diff --git a/functions/src/shared/outfitEngine.ts b/functions/src/shared/outfitEngine.ts
index 2d5edf2..8417333 100644
--- a/functions/src/shared/outfitEngine.ts
+++ b/functions/src/shared/outfitEngine.ts
@@ -4,6 +4,7 @@ import {
   AllowedColor,
   Category,
 } from "./wardrobeTaxonomy";
+import type {CompactAuraMemoryContext} from "../../../shared/auraMemory";
 
 export const MODEL = "gpt-4.1-mini";
 const ALLOWED_COLOR_SET = new Set<string>(ALLOWED_COLORS);
@@ -54,6 +55,7 @@ export type OutfitIntentV1 = {
   colorsAvoid: AllowedColor[];
   avoidLogos: boolean;
   excludeLaundry: boolean;
+  requireOuterwear?: boolean;
 };
 
 export type OutfitChatConstraints = {
@@ -95,6 +97,9 @@ export type WardrobeItem = {
   id: string;
   category?: string;
   subCategory?: string;
+  fit?: string | null;
+  rise?: string | null;
+  legShape?: string | null;
   colors?: string[];
   primaryColor?: string;
   status?: string;
@@ -148,6 +153,21 @@ type OutfitCandidate = {
   itemIds: string[];
 };
 
+type PreferenceBiasContext = {
+  explicitFavoriteColors: AllowedColor[];
+  explicitAvoidColors: AllowedColor[];
+  learnedFavoriteColors: AllowedColor[];
+  learnedAvoidColors: AllowedColor[];
+  explicitFavoriteCategories: string[];
+  explicitAvoidCategories: string[];
+  learnedFavoriteCategories: string[];
+  learnedAvoidCategories: string[];
+  preferredFits: string[];
+  learnedFits: string[];
+  learnedConfidence: number;
+  experimentationLevel: "low" | "medium" | "high";
+};
+
 function clamp01(value: unknown, fallback = 0.5): number {
   const n = Number(value);
   if (!Number.isFinite(n)) return fallback;
@@ -223,19 +243,52 @@ export function inferWarmth(prompt: string): number {
   return 0.5;
 }
 
+function wantsOuterwear(prompt: string): boolean {
+  const normalized = normalizedText(prompt);
+  if (!normalized) return false;
+  const outerwearHints = [
+    "with jacket",
+    "with jackets",
+    "jacket look",
+    "jacket looks",
+    "outerwear",
+    "with outerwear",
+    "layered",
+    "layers",
+    "layer up",
+    "hoodie",
+    "blazer",
+    "coat",
+    "coats",
+    "cardigan",
+    "cardigans",
+    "overshirt",
+    "overshirts",
+    "shacket",
+    "shackets",
+    "parka",
+    "parkas",
+    "bomber",
+    "bombers",
+  ];
+  return outerwearHints.some((hint) => normalized.includes(hint));
+}
+
 export function fallbackIntent(prompt: string): OutfitIntentV1 {
   const normalized = prompt.toLowerCase();
   const occasion = (
     ["casual", "formal", "gym", "date", "work", "party", "travel"] as const
   ).find((value) => normalized.includes(value)) ?? "unknown";
   const warmthTarget = inferWarmth(prompt);
+  const needsOuterwear = wantsOuterwear(prompt);
 
   return {
     occasion,
     formalityTarget: FORMALITY_BY_OCCASION[occasion] ?? 0.5,
     warmthTarget,
     needs: ["top", "bottom", "footwear"],
-    niceToHave: warmthTarget > 0.65 ? ["outerwear"] : [],
+    niceToHave:
+      warmthTarget > 0.65 || needsOuterwear ? ["outerwear"] : [],
     colorsWanted: normalizeColorList(
       ALLOWED_COLORS.filter((color) => normalized.includes(color)),
       2
@@ -243,6 +296,7 @@ export function fallbackIntent(prompt: string): OutfitIntentV1 {
     colorsAvoid: [],
     avoidLogos: normalized.includes("no logo") || normalized.includes("avoid logo"),
     excludeLaundry: true,
+    requireOuterwear: needsOuterwear,
   };
 }
 
@@ -278,6 +332,11 @@ export function normalizeParsedIntent(
         value === "outerwear" || value === "accessory"
       )
     : [];
+  const needsOuterwear = wantsOuterwear(sourceText);
+  const enrichedNiceToHave: Array<"outerwear" | "accessory"> =
+    needsOuterwear && !niceToHave.includes("outerwear")
+      ? [...niceToHave, "outerwear"]
+      : niceToHave;
 
   return {
     occasion,
@@ -287,11 +346,12 @@ export function normalizeParsedIntent(
     ),
     warmthTarget: clamp01(parsed.warmthTarget, inferWarmth(sourceText)),
     needs: needs.length > 0 ? needs : ["top", "bottom", "footwear"],
-    niceToHave,
+    niceToHave: enrichedNiceToHave,
     colorsWanted: normalizeColorList(parsed.colorsWanted, 2),
     colorsAvoid: normalizeColorList(parsed.colorsAvoid, 2),
     avoidLogos: !!parsed.avoidLogos,
     excludeLaundry: parsed.excludeLaundry !== false,
+    requireOuterwear: needsOuterwear,
   };
 }
 
@@ -319,12 +379,49 @@ function normalizeItemColors(item: WardrobeItem): AllowedColor[] {
   return out;
 }
 
+function normalizeCategoryToken(value: unknown): string {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ");
+}
+
+function normalizeTokenList(values: unknown, limit: number): string[] {
+  if (!Array.isArray(values)) return [];
+  const seen = new Set<string>();
+  const next: string[] = [];
+  for (const value of values) {
+    const token = normalizeCategoryToken(value);
+    if (!token || seen.has(token)) continue;
+    seen.add(token);
+    next.push(token);
+    if (next.length >= limit) break;
+  }
+  return next;
+}
+
 function bucketForItem(item: WardrobeItem): Slot | null {
   const category = String(item.category ?? "").trim().toLowerCase();
+  const joined = normalizedText(
+    [
+      item.category,
+      item.subCategory,
+      (item as { type?: string | null }).type,
+      item.name,
+    ]
+      .filter(Boolean)
+      .join(" "),
+  );
+  if (
+    category === Category.OUTERWEAR ||
+    /\b(jacket|coat|outerwear|overshirt|blazer|trench|parka|bomber|shacket|cardigan)\b/.test(joined)
+  ) {
+    return "outerwear";
+  }
   if (category === Category.TOP || category === Category.ONE_PIECE) return "top";
   if (category === Category.BOTTOM) return "bottom";
   if (category === Category.FOOTWEAR || category === "shoes") return "footwear";
-  if (category === Category.OUTERWEAR) return "outerwear";
   return null;
 }
 
@@ -376,6 +473,97 @@ function itemHintScore(item: WardrobeItem, hint: string): number {
   return score;
 }
 
+function buildPreferenceBiasContext(
+  memory?: CompactAuraMemoryContext | null
+): PreferenceBiasContext {
+  const explicit = memory?.explicitProfile;
+  const learned = memory?.learnedProfile;
+
+  return {
+    explicitFavoriteColors: normalizeColorList(explicit?.favoriteColors ?? [], 3),
+    explicitAvoidColors: normalizeColorList(explicit?.avoidColors ?? [], 3),
+    learnedFavoriteColors:
+      (learned?.confidence ?? 0) >= 0.35
+        ? normalizeColorList(learned?.inferredFavoriteColors ?? [], 3)
+        : [],
+    learnedAvoidColors:
+      (learned?.confidence ?? 0) >= 0.35
+        ? normalizeColorList(learned?.inferredAvoidColors ?? [], 2)
+        : [],
+    explicitFavoriteCategories: normalizeTokenList(explicit?.favoriteCategories ?? [], 4),
+    explicitAvoidCategories: normalizeTokenList(explicit?.avoidCategories ?? [], 3),
+    learnedFavoriteCategories:
+      (learned?.confidence ?? 0) >= 0.45
+        ? normalizeTokenList(learned?.inferredFavoriteCategories ?? [], 4)
+        : [],
+    learnedAvoidCategories:
+      (learned?.confidence ?? 0) >= 0.45
+        ? normalizeTokenList(learned?.inferredAvoidCategories ?? [], 3)
+        : [],
+    preferredFits: normalizeTokenList(explicit?.preferredFits ?? [], 3),
+    learnedFits:
+      (learned?.confidence ?? 0) >= 0.45
+        ? normalizeTokenList(learned?.inferredFits ?? [], 3)
+        : [],
+    learnedConfidence: clamp01(learned?.confidence, 0),
+    experimentationLevel: explicit?.experimentationLevel ?? "medium",
+  };
+}
+
+function itemCategoryTokens(item: WardrobeItem): string[] {
+  return [
+    normalizeCategoryToken(item.category),
+    normalizeCategoryToken(item.subCategory),
+    normalizeCategoryToken(bucketForItem(item)),
+  ].filter(Boolean);
+}
+
+function categoryPreferenceScore(
+  item: WardrobeItem,
+  preferenceBias: PreferenceBiasContext
+): number {
+  const tokens = itemCategoryTokens(item);
+  const learnedWeight = 0.04 + 0.05 * preferenceBias.learnedConfidence;
+  let score = 0;
+  if (tokens.some((token) => preferenceBias.explicitFavoriteCategories.includes(token))) score += 0.12;
+  if (tokens.some((token) => preferenceBias.learnedFavoriteCategories.includes(token))) score += learnedWeight;
+  if (tokens.some((token) => preferenceBias.explicitAvoidCategories.includes(token))) score -= 0.14;
+  if (tokens.some((token) => preferenceBias.learnedAvoidCategories.includes(token))) score -= learnedWeight;
+  return score;
+}
+
+function fitPreferenceScore(
+  item: WardrobeItem,
+  preferenceBias: PreferenceBiasContext
+): number {
+  const tokens = [
+    normalizeCategoryToken(item.fit),
+    normalizeCategoryToken(item.rise),
+    normalizeCategoryToken(item.legShape),
+  ].filter(Boolean);
+  let score = 0;
+  if (tokens.some((token) => preferenceBias.preferredFits.includes(token))) score += 0.09;
+  if (tokens.some((token) => preferenceBias.learnedFits.includes(token))) {
+    score += 0.03 + 0.04 * preferenceBias.learnedConfidence;
+  }
+  return score;
+}
+
+function experimentationBias(
+  item: WardrobeItem,
+  preferenceBias: PreferenceBiasContext
+): number {
+  const colors = normalizeItemColors(item);
+  const nonNeutralCount = colors.filter((color) => !NEUTRAL_COLORS.has(color)).length;
+  if (preferenceBias.experimentationLevel === "low") {
+    return nonNeutralCount > 1 ? -0.08 : 0.03;
+  }
+  if (preferenceBias.experimentationLevel === "high") {
+    return nonNeutralCount > 1 ? 0.06 : nonNeutralCount > 0 ? 0.03 : 0;
+  }
+  return nonNeutralCount > 1 ? -0.01 : 0.01;
+}
+
 export function resolveItemHints(
   items: WardrobeItem[],
   hints: Array<{slot?: Slot | null; itemHint?: string | null}> | undefined
@@ -494,13 +682,30 @@ function recencyPenalty(item: WardrobeItem): number {
   return 0;
 }
 
-function scoreItem(item: WardrobeItem, intent: OutfitIntentV1): number {
+function scoreItem(
+  item: WardrobeItem,
+  intent: OutfitIntentV1,
+  preferenceBias: PreferenceBiasContext
+): number {
   const formalityScore = clamp01(item.formalityScore, 0.5);
   const warmthScore = clamp01(item.warmthScore, 0.5);
   const itemColors = normalizeItemColors(item);
   const logoPenalty = intent.avoidLogos && item.hasLogo ? 0.5 : 0;
   const missingPenalty =
     item.formalityScore == null || item.warmthScore == null ? 0.05 : 0;
+  const explicitColorBias = colorMatchScore(
+    itemColors,
+    preferenceBias.explicitFavoriteColors,
+    preferenceBias.explicitAvoidColors
+  );
+  const learnedColorBias = colorMatchScore(
+    itemColors,
+    preferenceBias.learnedFavoriteColors,
+    preferenceBias.learnedAvoidColors
+  );
+  const categoryBias = categoryPreferenceScore(item, preferenceBias);
+  const fitBias = fitPreferenceScore(item, preferenceBias);
+  const experimentationScore = experimentationBias(item, preferenceBias);
 
   const score =
     0.35 * closeness(formalityScore, intent.formalityTarget) +
@@ -509,16 +714,34 @@ function scoreItem(item: WardrobeItem, intent: OutfitIntentV1): number {
     0.1 * tagMatchScore(item, intent) -
     0.05 * recencyPenalty(item) -
     logoPenalty -
-    missingPenalty;
+    missingPenalty +
+    0.18 * explicitColorBias +
+    0.12 * learnedColorBias +
+    categoryBias +
+    fitBias +
+    experimentationScore;
 
   return score;
 }
 
-function compatibilityBonus(items: WardrobeItem[]): number {
+function compatibilityBonus(
+  items: WardrobeItem[],
+  preferenceBias: PreferenceBiasContext
+): number {
   const colors = items.flatMap((item) => normalizeItemColors(item));
   if (colors.length === 0) return 0;
   const unique = new Set(colors);
   const neutralCount = colors.filter((color) => NEUTRAL_COLORS.has(color)).length;
+  if (preferenceBias.experimentationLevel === "low") {
+    if (neutralCount >= 2) return 0.07;
+    if (unique.size >= 4) return -0.08;
+    return 0;
+  }
+  if (preferenceBias.experimentationLevel === "high") {
+    if (unique.size >= 3) return 0.04;
+    if (neutralCount >= 2) return 0.03;
+    return 0;
+  }
   if (neutralCount >= 2) return 0.05;
   if (unique.size >= 4) return -0.05;
   return 0;
@@ -529,11 +752,15 @@ function buildReason(
   picks: Array<{slot: Slot; item: WardrobeItem}>
 ): string {
   const reasons: string[] = [];
+  const hasOuterwear = picks.some((pick) => pick.slot === "outerwear");
   if (intent.warmthTarget > 0.65) {
     reasons.push("Warm enough for colder weather");
   } else if (intent.warmthTarget < 0.35) {
     reasons.push("Light enough for warmer weather");
   }
+  if ((intent.requireOuterwear || intent.niceToHave.includes("outerwear")) && hasOuterwear) {
+    reasons.push("layered with outerwear");
+  }
 
   const occasionLabel =
     intent.occasion === "unknown"
@@ -561,10 +788,11 @@ function selectTopCandidates(
   items: WardrobeItem[],
   slot: Slot,
   intent: OutfitIntentV1,
-  limit: number
+  limit: number,
+  preferenceBias: PreferenceBiasContext
 ): ScoredItem[] {
   return items
-    .map((item) => ({item, slot, score: scoreItem(item, intent)}))
+    .map((item) => ({item, slot, score: scoreItem(item, intent, preferenceBias)}))
     .sort((a, b) => b.score - a.score)
     .slice(0, limit);
 }
@@ -575,6 +803,7 @@ function assembleOutfits(
   footwearItems: ScoredItem[],
   outerwearItems: ScoredItem[],
   intent: OutfitIntentV1,
+  preferenceBias: PreferenceBiasContext,
   count: number,
   lockedBySlot?: Partial<Record<Slot, WardrobeItem>>
 ): OutfitCandidate[] {
@@ -590,79 +819,154 @@ function assembleOutfits(
   const outerwearCandidates = lockedBySlot?.outerwear
     ? outerwearItems.filter((item) => item.item.id === lockedBySlot.outerwear?.id).slice(0, 1)
     : outerwearItems.slice(0, 5);
+  const shouldIncludeOuterwear =
+    intent.warmthTarget > 0.65 || intent.niceToHave.includes("outerwear");
+  const requiresOuterwear = intent.requireOuterwear === true;
+
+  if (requiresOuterwear && outerwearCandidates.length === 0) {
+    return [];
+  }
 
   const combos: OutfitCandidate[] = [];
   for (const top of topCandidates) {
     for (const bottom of bottomCandidates) {
       for (const footwear of footwearCandidates) {
         const base = [top, bottom, footwear];
-        let chosen = base;
-        let bonus = compatibilityBonus(base.map((value) => value.item));
-
-        if (intent.warmthTarget > 0.65 && outerwearCandidates.length > 0) {
-          const outerwear = outerwearCandidates.find(
-            (candidate) =>
-              candidate.item.id !== top.item.id &&
-              candidate.item.id !== bottom.item.id &&
-              candidate.item.id !== footwear.item.id
-          );
-          if (outerwear) {
-            chosen = [...base, outerwear];
-            bonus += 0.03;
-          }
+        const outfitOuterwearCandidates =
+          (shouldIncludeOuterwear || requiresOuterwear) && outerwearCandidates.length > 0
+            ? outerwearCandidates.filter(
+                (candidate) =>
+                  candidate.item.id !== top.item.id &&
+                  candidate.item.id !== bottom.item.id &&
+                  candidate.item.id !== footwear.item.id
+              )
+            : [];
+
+        const variantChoices = outfitOuterwearCandidates.length
+          ? outfitOuterwearCandidates.map((outerwear) => ({
+              chosen: [...base, outerwear],
+              bonus: intent.niceToHave.includes("outerwear") || requiresOuterwear ? 0.09 : 0.03,
+            }))
+          : requiresOuterwear
+            ? []
+            : [{chosen: base, bonus: 0}];
+
+        for (const variant of variantChoices) {
+          const itemScores = variant.chosen.map((value) => value.score);
+          const outfitScore =
+            itemScores.reduce((sum, value) => sum + value, 0) / itemScores.length +
+            compatibilityBonus(
+              variant.chosen.map((value) => value.item),
+              preferenceBias
+            ) +
+            variant.bonus;
+          const picks = variant.chosen.map((value) => ({
+            slot: value.slot,
+            itemId: value.item.id,
+          }));
+          combos.push({
+            picks,
+            score: outfitScore,
+            reason: buildReason(
+              intent,
+              variant.chosen.map((value) => ({slot: value.slot, item: value.item}))
+            ),
+            itemIds: picks.map((pick) => pick.itemId),
+          });
         }
-
-        const itemScores = chosen.map((value) => value.score);
-        const outfitScore =
-          itemScores.reduce((sum, value) => sum + value, 0) / itemScores.length + bonus;
-        const picks = chosen.map((value) => ({
-          slot: value.slot,
-          itemId: value.item.id,
-        }));
-        combos.push({
-          picks,
-          score: outfitScore,
-          reason: buildReason(
-            intent,
-            chosen.map((value) => ({slot: value.slot, item: value.item}))
-          ),
-          itemIds: picks.map((pick) => pick.itemId),
-        });
       }
     }
   }
 
-  combos.sort((a, b) => b.score - a.score);
+  const dedupedCombos = Array.from(
+    new Map(combos.map((combo) => [combo.itemIds.slice().sort().join("|"), combo])).values()
+  ).sort((a, b) => b.score - a.score);
 
   const selected: OutfitCandidate[] = [];
   const usedTops = new Set<string>();
   const usedBottoms = new Set<string>();
   const usedFootwear = new Set<string>();
-  for (const combo of combos) {
+  const usedOuterwear = new Set<string>();
+  const usedSignatures = new Set<string>();
+
+  const candidatePool = dedupedCombos
+    .slice(0, Math.max(count * 6, 18))
+    .map((combo) => ({
+      combo,
+      score: combo.score,
+      randomSeed: Math.random(),
+    }));
+
+  while (selected.length < count && candidatePool.length > 0) {
+    const rankedPool = [...candidatePool].sort((a, b) => {
+      const aCombo = a.combo;
+      const bCombo = b.combo;
+      const aTopId = aCombo.picks.find((pick) => pick.slot === "top")?.itemId ?? "";
+      const bTopId = bCombo.picks.find((pick) => pick.slot === "top")?.itemId ?? "";
+      const aBottomId = aCombo.picks.find((pick) => pick.slot === "bottom")?.itemId ?? "";
+      const bBottomId = bCombo.picks.find((pick) => pick.slot === "bottom")?.itemId ?? "";
+      const aFootwearId = aCombo.picks.find((pick) => pick.slot === "footwear")?.itemId ?? "";
+      const bFootwearId = bCombo.picks.find((pick) => pick.slot === "footwear")?.itemId ?? "";
+      const aOuterwearId = aCombo.picks.find((pick) => pick.slot === "outerwear")?.itemId ?? "";
+      const bOuterwearId = bCombo.picks.find((pick) => pick.slot === "outerwear")?.itemId ?? "";
+      const aAdjusted =
+        a.score +
+        (!aTopId || !usedTops.has(aTopId) ? 0.07 : 0) +
+        (!aBottomId || !usedBottoms.has(aBottomId) ? 0.06 : 0) +
+        (!aFootwearId || !usedFootwear.has(aFootwearId) ? 0.04 : 0) +
+        (!aOuterwearId || !usedOuterwear.has(aOuterwearId) ? 0.05 : 0) +
+        a.randomSeed * 0.035;
+      const bAdjusted =
+        b.score +
+        (!bTopId || !usedTops.has(bTopId) ? 0.07 : 0) +
+        (!bBottomId || !usedBottoms.has(bBottomId) ? 0.06 : 0) +
+        (!bFootwearId || !usedFootwear.has(bFootwearId) ? 0.04 : 0) +
+        (!bOuterwearId || !usedOuterwear.has(bOuterwearId) ? 0.05 : 0) +
+        b.randomSeed * 0.035;
+      return bAdjusted - aAdjusted;
+    });
+
+    const choice = rankedPool[0];
+    const combo = choice.combo;
+    const signature = combo.itemIds.slice().sort().join("|");
+    if (usedSignatures.has(signature)) continue;
     const topId = combo.picks.find((pick) => pick.slot === "top")?.itemId ?? "";
     const bottomId = combo.picks.find((pick) => pick.slot === "bottom")?.itemId ?? "";
     const footwearId = combo.picks.find((pick) => pick.slot === "footwear")?.itemId ?? "";
+    const outerwearId = combo.picks.find((pick) => pick.slot === "outerwear")?.itemId ?? "";
     const canUseFresh =
-      (!usedTops.has(topId) || selected.length >= combos.length - 1) &&
-      (!usedBottoms.has(bottomId) || selected.length >= combos.length - 1) &&
-      (!usedFootwear.has(footwearId) || selected.length >= combos.length - 1);
+      (!topId || !usedTops.has(topId) || selected.length >= dedupedCombos.length - 1) &&
+      (!bottomId || !usedBottoms.has(bottomId) || selected.length >= dedupedCombos.length - 1) &&
+      (!footwearId || !usedFootwear.has(footwearId) || selected.length >= dedupedCombos.length - 1) &&
+      (!outerwearId || !usedOuterwear.has(outerwearId) || selected.length >= dedupedCombos.length - 1);
     if (!canUseFresh && selected.length < count - 1) {
+      candidatePool.splice(
+        candidatePool.findIndex((entry) => entry.combo === combo),
+        1,
+      );
       continue;
     }
 
     selected.push(combo);
+    usedSignatures.add(signature);
     usedTops.add(topId);
     usedBottoms.add(bottomId);
     usedFootwear.add(footwearId);
-    if (selected.length >= count) break;
+    if (outerwearId) usedOuterwear.add(outerwearId);
+    candidatePool.splice(
+      candidatePool.findIndex((entry) => entry.combo === combo),
+      1,
+    );
   }
 
   if (selected.length < count) {
-    for (const combo of combos) {
-      if (selected.find((value) => value.itemIds.join("|") === combo.itemIds.join("|"))) {
+    for (const combo of dedupedCombos) {
+      const signature = combo.itemIds.slice().sort().join("|");
+      if (usedSignatures.has(signature)) {
         continue;
       }
       selected.push(combo);
+      usedSignatures.add(signature);
       if (selected.length >= count) break;
     }
   }
@@ -754,48 +1058,82 @@ export function filterEligibleItems(
   });
 }
 
-export function generateOutfitCandidates(
-  allItems: WardrobeItem[],
+function filterEligibleItemsRelaxed(items: WardrobeItem[]): WardrobeItem[] {
+  return items.filter((item) => {
+    const draftState = String(item.draftState ?? "").trim().toLowerCase();
+    if (item.isDraft === true) return false;
+    if (draftState === "cancelled" || draftState === "failed") return false;
+    return !!bucketForItem(item);
+  });
+}
+
+function slotCountsForItems(items: WardrobeItem[]) {
+  return {
+    top: items.filter((item) => bucketForItem(item) === "top").length,
+    bottom: items.filter((item) => bucketForItem(item) === "bottom").length,
+    footwear: items.filter((item) => bucketForItem(item) === "footwear").length,
+    outerwear: items.filter((item) => bucketForItem(item) === "outerwear").length,
+  };
+}
+
+function hasRequiredCoreSlots(slotCounts: Record<Slot, number>) {
+  return slotCounts.top > 0 && slotCounts.bottom > 0 && slotCounts.footwear > 0;
+}
+
+function buildCandidatesFromPool(
+  pool: WardrobeItem[],
   baseIntent: OutfitIntentV1,
-  options?: {
-    numOutfits?: number;
+  options: {
     constraints?: OutfitChatConstraints;
-    preferredSlot?: Slot | null;
     excludeItemIds?: string[];
+    memory?: CompactAuraMemoryContext | null;
+    numOutfits: number;
+    preferredSlot?: Slot | null;
     lockedItemsBySlot?: Partial<Record<Slot, WardrobeItem>>;
-  }
-): {
-  outfits: OutfitCandidate[];
-  slotCounts: Record<Slot, number>;
-  eligibleCount: number;
-  intent: OutfitIntentV1;
-} {
-  const count = clampNumOutfits(options?.numOutfits ?? 3, 3);
-  const eligible = filterEligibleItems(allItems, baseIntent);
-  const constrained = applyConstraints(eligible, baseIntent, options?.constraints);
-  const explicitExclude = new Set(options?.excludeItemIds ?? []);
+  },
+) {
+  const memory = options.memory ?? null;
+  const memoryConstraints: OutfitChatConstraints = {
+    ...(options.constraints ?? {}),
+    ...(options.constraints?.occasion ? {} : memory?.session?.currentOccasion ? {occasion: memory.session.currentOccasion} : {}),
+    ...(Array.isArray(options.constraints?.colorsWanted) && options.constraints?.colorsWanted.length
+      ? {}
+      : memory?.explicitProfile?.favoriteColors?.length
+        ? {colorsWanted: memory.explicitProfile.favoriteColors.slice(0, 2)}
+        : (memory?.learnedProfile?.confidence ?? 0) >= 0.62 && memory?.learnedProfile?.inferredFavoriteColors?.length
+          ? {colorsWanted: memory.learnedProfile.inferredFavoriteColors.slice(0, 2)}
+          : {}),
+    ...(Array.isArray(options.constraints?.colorsAvoid) && options.constraints?.colorsAvoid.length
+      ? {}
+      : memory?.explicitProfile?.avoidColors?.length
+        ? {colorsAvoid: memory.explicitProfile.avoidColors.slice(0, 2)}
+        : (memory?.learnedProfile?.confidence ?? 0) >= 0.62 && memory?.learnedProfile?.inferredAvoidColors?.length
+          ? {colorsAvoid: memory.learnedProfile.inferredAvoidColors.slice(0, 2)}
+          : {}),
+  };
+  const constrained = applyConstraints(pool, baseIntent, memoryConstraints);
+  const preferenceBias = buildPreferenceBiasContext(memory);
+  const explicitExclude = new Set(options.excludeItemIds ?? []);
   const finalItems = constrained.items.filter((item) => !explicitExclude.has(item.id));
-
   const topBucket = finalItems.filter((item) => bucketForItem(item) === "top");
   const bottomBucket = finalItems.filter((item) => bucketForItem(item) === "bottom");
   const footwearBucket = finalItems.filter((item) => bucketForItem(item) === "footwear");
   const outerwearBucket = finalItems.filter((item) => bucketForItem(item) === "outerwear");
+  const slotCounts = slotCountsForItems(finalItems);
 
-  const slotCounts = {
-    top: topBucket.length,
-    bottom: bottomBucket.length,
-    footwear: footwearBucket.length,
-    outerwear: outerwearBucket.length,
-  };
-
-  if (topBucket.length === 0 || bottomBucket.length === 0 || footwearBucket.length === 0) {
-    return {outfits: [], slotCounts, eligibleCount: finalItems.length, intent: constrained.intent};
+  if (!hasRequiredCoreSlots(slotCounts)) {
+    return {
+      outfits: [] as OutfitCandidate[],
+      slotCounts,
+      eligibleCount: finalItems.length,
+      intent: constrained.intent,
+    };
   }
 
-  const scoredTop = selectTopCandidates(topBucket, "top", constrained.intent, 25);
-  const scoredBottom = selectTopCandidates(bottomBucket, "bottom", constrained.intent, 25);
-  const scoredFootwear = selectTopCandidates(footwearBucket, "footwear", constrained.intent, 25);
-  const scoredOuterwear = selectTopCandidates(outerwearBucket, "outerwear", constrained.intent, 5);
+  const scoredTop = selectTopCandidates(topBucket, "top", constrained.intent, 25, preferenceBias);
+  const scoredBottom = selectTopCandidates(bottomBucket, "bottom", constrained.intent, 25, preferenceBias);
+  const scoredFootwear = selectTopCandidates(footwearBucket, "footwear", constrained.intent, 25, preferenceBias);
+  const scoredOuterwear = selectTopCandidates(outerwearBucket, "outerwear", constrained.intent, 5, preferenceBias);
 
   let outfits = assembleOutfits(
     scoredTop,
@@ -803,11 +1141,12 @@ export function generateOutfitCandidates(
     scoredFootwear,
     scoredOuterwear,
     constrained.intent,
-    count,
-    options?.lockedItemsBySlot
+    preferenceBias,
+    options.numOutfits,
+    options.lockedItemsBySlot,
   );
 
-  if (options?.preferredSlot) {
+  if (options.preferredSlot) {
     outfits = outfits.sort((a, b) => {
       const aHas = a.picks.some((pick) => pick.slot === options.preferredSlot);
       const bHas = b.picks.some((pick) => pick.slot === options.preferredSlot);
@@ -816,7 +1155,78 @@ export function generateOutfitCandidates(
     });
   }
 
-  return {outfits, slotCounts, eligibleCount: finalItems.length, intent: constrained.intent};
+  return {
+    outfits,
+    slotCounts,
+    eligibleCount: finalItems.length,
+    intent: constrained.intent,
+  };
+}
+
+export function generateOutfitCandidates(
+  allItems: WardrobeItem[],
+  baseIntent: OutfitIntentV1,
+  options?: {
+    numOutfits?: number;
+    constraints?: OutfitChatConstraints;
+    preferredSlot?: Slot | null;
+    excludeItemIds?: string[];
+    lockedItemsBySlot?: Partial<Record<Slot, WardrobeItem>>;
+    memory?: CompactAuraMemoryContext | null;
+  }
+): {
+  outfits: OutfitCandidate[];
+  slotCounts: Record<Slot, number>;
+  eligibleCount: number;
+  intent: OutfitIntentV1;
+  fallbackMode?: "relaxed_filters" | "relaxed_filters_no_constraints";
+} {
+  const count = clampNumOutfits(options?.numOutfits ?? 3, 3);
+  const eligible = filterEligibleItems(allItems, baseIntent);
+  const strictResult = buildCandidatesFromPool(eligible, baseIntent, {
+    constraints: options?.constraints,
+    excludeItemIds: options?.excludeItemIds,
+    memory: options?.memory,
+    numOutfits: count,
+    preferredSlot: options?.preferredSlot,
+    lockedItemsBySlot: options?.lockedItemsBySlot,
+  });
+  if (strictResult.outfits.length > 0) {
+    return strictResult;
+  }
+
+  const relaxedPool = filterEligibleItemsRelaxed(allItems);
+  const relaxedResult = buildCandidatesFromPool(relaxedPool, baseIntent, {
+    constraints: options?.constraints,
+    excludeItemIds: options?.excludeItemIds,
+    memory: options?.memory,
+    numOutfits: count,
+    preferredSlot: options?.preferredSlot,
+    lockedItemsBySlot: options?.lockedItemsBySlot,
+  });
+  if (relaxedResult.outfits.length > 0) {
+    return {
+      ...relaxedResult,
+      fallbackMode: "relaxed_filters",
+    };
+  }
+
+  const unconstrainedRelaxedResult = buildCandidatesFromPool(relaxedPool, baseIntent, {
+    constraints: undefined,
+    excludeItemIds: options?.excludeItemIds,
+    memory: options?.memory,
+    numOutfits: count,
+    preferredSlot: options?.preferredSlot,
+    lockedItemsBySlot: options?.lockedItemsBySlot,
+  });
+  if (unconstrainedRelaxedResult.outfits.length > 0) {
+    return {
+      ...unconstrainedRelaxedResult,
+      fallbackMode: "relaxed_filters_no_constraints",
+    };
+  }
+
+  return strictResult;
 }
 
 export function swapOutfitSlot(
diff --git a/functions/src/shared/productLinkExtractor.ts b/functions/src/shared/productLinkExtractor.ts
new file mode 100644
index 0000000..10366d3
--- /dev/null
+++ b/functions/src/shared/productLinkExtractor.ts
@@ -0,0 +1,1219 @@
+import { createHash } from "node:crypto";
+import { lookup } from "node:dns/promises";
+import { isIP } from "node:net";
+import { FieldValue, getFirestore } from "firebase-admin/firestore";
+import { logger } from "firebase-functions/v2";
+
+export type ProductMetadata = {
+  sourceUrl: string;
+  domain: string;
+  retailer: string;
+  brand?: string | null;
+  title?: string | null;
+  price?: string | null;
+  currency?: string | null;
+  color?: string | null;
+  description?: string | null;
+  categoryHints?: string[];
+  material?: string | null;
+  sizeHints?: string[];
+  sku?: string | null;
+};
+
+export type ProductExtraction = {
+  metadata: ProductMetadata;
+  imageUrls: string[];
+  confidence?: number | null;
+  status?: "ready" | "needs_review";
+  partialData?: {
+    title?: string | null;
+    imageUrls?: string[];
+  };
+};
+
+export type ProductExtractionOverride = {
+  metadata?: Partial<ProductMetadata>;
+  imageUrls?: string[];
+};
+
+type JsonObject = Record<string, unknown>;
+
+type ProductLinkAdapter = {
+  hostMatches: (host: string) => boolean;
+  extract?: (params: {
+    url: URL;
+    html: string;
+    metadata: ProductMetadata;
+    imageUrls: string[];
+  }) => Partial<ProductExtraction>;
+};
+
+const FETCH_TIMEOUT_MS = 9000;
+const MAX_HTML_CHARS = 1_500_000;
+const USER_AGENT =
+  "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) " +
+  "AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Mobile/15E148 Safari/604.1";
+
+const adapters: ProductLinkAdapter[] = [
+  {
+    hostMatches: (host) =>
+      host.endsWith("hm.com") ||
+      host.endsWith("zara.com") ||
+      host.endsWith("nike.com"),
+  },
+];
+
+type FetchedProductPage = {
+  html: string;
+  finalUrl: URL;
+};
+
+type AmazonExtractionResult = {
+  metadata: ProductMetadata;
+  imageUrls: string[];
+  confidence: number;
+  status: "ready" | "needs_review";
+  partialData?: {
+    title?: string | null;
+    imageUrls?: string[];
+  };
+};
+
+export class ProductLinkError extends Error {
+  constructor(
+    message: string,
+    public readonly code:
+      | "invalid_url"
+      | "unsafe_url"
+      | "fetch_failed"
+      | "no_metadata"
+      | "no_images"
+      | "draft_failed",
+  ) {
+    super(message);
+  }
+}
+
+function cleanText(value: unknown, maxLength = 240): string | null {
+  if (typeof value !== "string" && typeof value !== "number") return null;
+  const normalized = String(value)
+    .replace(/<[^>]*>/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+  if (!normalized) return null;
+  return normalized.slice(0, maxLength);
+}
+
+function cleanList(values: unknown, maxItems = 6): string[] {
+  if (!Array.isArray(values)) return [];
+  return values
+    .map((value) => cleanText(value, 80))
+    .filter((value): value is string => !!value)
+    .slice(0, maxItems);
+}
+
+function decodeHtmlEntities(value: string): string {
+  return value
+    .replace(/&amp;/g, "&")
+    .replace(/&quot;/g, "\"")
+    .replace(/&#39;/g, "'")
+    .replace(/&lt;/g, "<")
+    .replace(/&gt;/g, " ");
+}
+
+function extractMeta(html: string, key: string): string | null {
+  const escaped = key.replace(/[.*+?^${}()|[\]\\]/g, "\\$&");
+  const patterns = [
+    new RegExp(
+      `<meta[^>]+property=["']${escaped}["'][^>]+content=["']([^"']+)["'][^>]*>`,
+      "i",
+    ),
+    new RegExp(
+      `<meta[^>]+name=["']${escaped}["'][^>]+content=["']([^"']+)["'][^>]*>`,
+      "i",
+    ),
+    new RegExp(
+      `<meta[^>]+content=["']([^"']+)["'][^>]+property=["']${escaped}["'][^>]*>`,
+      "i",
+    ),
+    new RegExp(
+      `<meta[^>]+content=["']([^"']+)["'][^>]+name=["']${escaped}["'][^>]*>`,
+      "i",
+    ),
+  ];
+  for (const pattern of patterns) {
+    const match = html.match(pattern)?.[1];
+    if (match) return cleanText(decodeHtmlEntities(match), 500);
+  }
+  return null;
+}
+
+function extractTitle(html: string): string | null {
+  const match = html.match(/<title[^>]*>([\s\S]*?)<\/title>/i)?.[1];
+  return match ? cleanText(decodeHtmlEntities(match), 180) : null;
+}
+
+function parseJsonLdBlocks(html: string): unknown[] {
+  const blocks: unknown[] = [];
+  const scriptRe =
+    /<script[^>]+type=["']application\/ld\+json["'][^>]*>([\s\S]*?)<\/script>/gi;
+  let match: RegExpExecArray | null;
+  while ((match = scriptRe.exec(html))) {
+    const body = decodeHtmlEntities(match[1] ?? "").trim();
+    if (!body) continue;
+    try {
+      blocks.push(JSON.parse(body));
+    } catch {
+      const compact = body.replace(/,\s*}/g, "}").replace(/,\s*]/g, "]");
+      try {
+        blocks.push(JSON.parse(compact));
+      } catch {
+        // Ignore malformed structured data; meta fallback still runs.
+      }
+    }
+  }
+  return blocks;
+}
+
+function flattenJsonLd(value: unknown): JsonObject[] {
+  if (!value) return [];
+  if (Array.isArray(value)) return value.flatMap(flattenJsonLd);
+  if (typeof value !== "object") return [];
+  const object = value as JsonObject;
+  const graph = object["@graph"];
+  return [object, ...flattenJsonLd(graph)];
+}
+
+function isProductNode(node: JsonObject): boolean {
+  const type = node["@type"];
+  const values = Array.isArray(type) ? type : [type];
+  return values.some((entry) => String(entry).toLowerCase() === "product");
+}
+
+function getOffer(node: JsonObject): JsonObject | null {
+  const offers = node.offers;
+  if (Array.isArray(offers)) {
+    return (offers.find((offer) => offer && typeof offer === "object") ??
+      null) as JsonObject | null;
+  }
+  return offers && typeof offers === "object" ? (offers as JsonObject) : null;
+}
+
+function getBrand(node: JsonObject): string | null {
+  const brand = node.brand;
+  if (typeof brand === "object" && brand) {
+    return cleanText((brand as JsonObject).name, 120);
+  }
+  return cleanText(brand, 120);
+}
+
+function extractJsonLdProduct(html: string): Partial<ProductMetadata> {
+  const nodes = parseJsonLdBlocks(html).flatMap(flattenJsonLd);
+  const product = nodes.find(isProductNode);
+  if (!product) return {};
+  const offer = getOffer(product);
+  return {
+    brand: getBrand(product),
+    title: cleanText(product.name, 180),
+    description: cleanText(product.description, 700),
+    price: cleanText(offer?.price ?? product.price, 60),
+    currency: cleanText(offer?.priceCurrency ?? product.priceCurrency, 12),
+    color: cleanText(product.color, 80),
+    categoryHints: cleanList(
+      [
+        product.category,
+        product.audience,
+        product.additionalType,
+        product.itemCondition,
+      ].filter(Boolean),
+    ),
+    material: cleanText(product.material, 160),
+    sizeHints: cleanList(product.size),
+    sku: cleanText(product.sku ?? product.mpn ?? product.productID, 120),
+  };
+}
+
+function normalizeUrl(baseUrl: URL, value: string): string | null {
+  const cleaned = decodeHtmlEntities(value).trim();
+  if (!cleaned || cleaned.startsWith("data:")) return null;
+  try {
+    const parsed = new URL(cleaned, baseUrl);
+    if (parsed.protocol !== "http:" && parsed.protocol !== "https:") {
+      return null;
+    }
+    parsed.hash = "";
+    return parsed.toString();
+  } catch {
+    return null;
+  }
+}
+
+function scoreImageUrl(url: string): number {
+  const lower = url.toLowerCase();
+  let score = 0;
+  if (/\.(jpe?g|png|webp)(\?|$)/i.test(lower)) score += 3;
+  if (/(product|pdp|gallery|image|photo|model|main)/i.test(lower)) score += 4;
+  if (/(clean|cutout|transparent|isolated|packshot)/i.test(lower)) score += 6;
+  if (/(screenshot|screen[-_ ]?shot|share|social|swatch|color|variant|thumb|thumbnail|detail|icon|sprite|logo|banner|header|footer|ui|nav)/i.test(lower)) {
+    score -= 10;
+  }
+  if (/(logo|icon|sprite|favicon|placeholder|badge|payment|loader)/i.test(lower)) {
+    score -= 12;
+  }
+  const dims = [...lower.matchAll(/(?:_|-|\/)(\d{3,4})(?:x|_|-)(\d{3,4})/g)];
+  for (const dim of dims) {
+    score += Math.min(6, (Number(dim[1]) + Number(dim[2])) / 500);
+  }
+  return score;
+}
+
+function dedupeStableImageUrls(urls: string[]): string[] {
+  const seen = new Set<string>();
+  return urls.filter((url) => {
+    if (/\s/.test(url)) return false;
+    const key = url.replace(/([?&])(imwidth|width|height|w|h)=\d+/gi, "$1").toLowerCase();
+    if (seen.has(key)) return false;
+    seen.add(key);
+    return scoreImageUrl(url) >= -2;
+  });
+}
+
+function isHmProductUrl(url: URL) {
+  const host = url.hostname.toLowerCase();
+  return (
+    (host === "hm.com" || host.endsWith(".hm.com")) &&
+    /\/productpage\.\d+\.html$/i.test(url.pathname)
+  );
+}
+
+function isNikeProductUrl(url: URL) {
+  return url.hostname.toLowerCase().endsWith("nike.com");
+}
+
+export function isAmazonProductUrl(url: URL) {
+  const host = url.hostname.toLowerCase();
+  return host.includes("amazon.");
+}
+
+function nikeStyleColorFromUrl(url: URL) {
+  return url.pathname.match(/\/([A-Z0-9]{6,}-\d{3})(?:[/?]|$)/i)?.[1]?.toUpperCase() ?? null;
+}
+
+function hmArticleIdFromUrl(url: URL) {
+  return url.pathname.match(/\/productpage\.(\d+)\.html$/i)?.[1] ?? null;
+}
+
+function imageValuesFromJsonLd(value: unknown, baseUrl: URL) {
+  const values = Array.isArray(value) ? value : [value];
+  return values
+    .flatMap((entry) => {
+      if (typeof entry === "object" && entry) {
+        const object = entry as JsonObject;
+        return [object.url, object.contentUrl];
+      }
+      return [entry];
+    })
+    .map((entry) => (typeof entry === "string" ? normalizeUrl(baseUrl, entry) : null))
+    .filter((entry): entry is string => !!entry);
+}
+
+function productNodeMatchesArticle(product: JsonObject, articleId: string) {
+  const offer = getOffer(product);
+  const candidates = [
+    product.sku,
+    product.mpn,
+    product.productID,
+    product.productId,
+    product.url,
+    offer?.url,
+  ].map((value) => String(value ?? ""));
+  return candidates.some((value) => value.includes(articleId));
+}
+
+function extractHmScopedProductImages(html: string, baseUrl: URL): string[] | null {
+  if (!isHmProductUrl(baseUrl)) return null;
+  const articleId = hmArticleIdFromUrl(baseUrl);
+  const products = parseJsonLdBlocks(html).flatMap(flattenJsonLd).filter(isProductNode);
+  const scopedProduct = articleId
+    ? products.find((product) => productNodeMatchesArticle(product, articleId))
+    : products[0];
+  const rawImages = scopedProduct ? imageValuesFromJsonLd(scopedProduct.image, baseUrl) : [];
+  const scopedImages = dedupeStableImageUrls(rawImages).slice(0, 8);
+  logger.info("[LINK_PRODUCT_SCOPE]", {
+    sourceUrl: baseUrl.toString(),
+    retailer: "hm",
+    articleId,
+    productNodeCount: products.length,
+    matchedSku: scopedProduct ? cleanText(scopedProduct.sku, 120) : null,
+    matchedTitle: scopedProduct ? cleanText(scopedProduct.name, 180) : null,
+    scopedImageCount: scopedImages.length,
+  });
+  logger.info("[LINK_IMAGE_CANDIDATES_SCOPED]", {
+    sourceUrl: baseUrl.toString(),
+    retailer: "hm",
+    articleId,
+    candidateCount: scopedImages.length,
+    urls: scopedImages,
+  });
+  return scopedImages.length ? scopedImages : null;
+}
+
+function extractJsonLdImages(html: string, baseUrl: URL): string[] {
+  const nodes = parseJsonLdBlocks(html).flatMap(flattenJsonLd);
+  const product = nodes.find(isProductNode);
+  if (!product) return [];
+  return imageValuesFromJsonLd(product.image, baseUrl);
+}
+
+function extractMarkupImages(html: string, baseUrl: URL): string[] {
+  const out: string[] = [];
+  const imageRe =
+    /<(?:img|source)[^>]+(?:src|data-src|data-original|data-zoom-image|srcset)=["']([^"']+)["'][^>]*>/gi;
+  let match: RegExpExecArray | null;
+  while ((match = imageRe.exec(html))) {
+    const attr = match[1] ?? "";
+    const candidates = attr
+      .split(",")
+      .map((part) => part.trim().split(/\s+/)[0])
+      .filter(Boolean);
+    for (const candidate of candidates) {
+      const normalized = normalizeUrl(baseUrl, candidate);
+      if (normalized) out.push(normalized);
+    }
+  }
+
+  const quotedUrlRe =
+    /["'](https?:\/\/[^\s"']+\.(?:jpg|jpeg|png|webp)(?:\?[^\s"']*)?)["']/gi;
+  while ((match = quotedUrlRe.exec(html))) {
+    const normalized = normalizeUrl(baseUrl, match[1] ?? "");
+    if (normalized) out.push(normalized);
+  }
+  return out;
+}
+
+function parseNextDataPageProps(html: string): JsonObject | null {
+  const match = html.match(
+    /<script id=["']__NEXT_DATA__["'] type=["']application\/json["']>([\s\S]*?)<\/script>/i,
+  )?.[1];
+  if (!match) return null;
+  try {
+    const parsed = JSON.parse(match) as JsonObject;
+    const props = parsed.props;
+    if (!props || typeof props !== "object") return null;
+    const pageProps = (props as JsonObject).pageProps;
+    return pageProps && typeof pageProps === "object" ? (pageProps as JsonObject) : null;
+  } catch {
+    return null;
+  }
+}
+
+function asObject(value: unknown): JsonObject | null {
+  return value && typeof value === "object" && !Array.isArray(value)
+    ? (value as JsonObject)
+    : null;
+}
+
+function asObjectArray(value: unknown): JsonObject[] {
+  return Array.isArray(value)
+    ? value
+        .map((entry) => asObject(entry))
+        .filter((entry): entry is JsonObject => !!entry)
+    : [];
+}
+
+function nikePdpPathFor(product: JsonObject): string | null {
+  const pdpUrl = asObject(product.pdpUrl);
+  return cleanText(pdpUrl?.path ?? pdpUrl?.url ?? product.url, 240);
+}
+
+function nikeCanonicalUrl(product: JsonObject, fallbackUrl: URL): URL {
+  const pdpUrl = asObject(product.pdpUrl);
+  const directUrl = cleanText(pdpUrl?.url, 1000);
+  if (directUrl) {
+    const normalized = normalizeUrl(fallbackUrl, directUrl);
+    if (normalized) return new URL(normalized);
+  }
+  const path = cleanText(pdpUrl?.path, 240);
+  if (path) {
+    const normalized = normalizeUrl(new URL("https://www.nike.com"), path);
+    if (normalized) return new URL(normalized);
+  }
+  return fallbackUrl;
+}
+
+function nikeSelectedStyleColor(pageProps: JsonObject, url: URL): string | null {
+  return (
+    cleanText(pageProps.styleColor, 40)?.toUpperCase() ??
+    nikeStyleColorFromUrl(url) ??
+    null
+  );
+}
+
+function nikeProductMatchesStyleColor(product: JsonObject, styleColor: string | null) {
+  if (!styleColor) return false;
+  const candidates = [
+    product.styleColor,
+    product.displayStyle,
+    product.merchProductId,
+    nikePdpPathFor(product),
+  ]
+    .map((value) => cleanText(value, 120)?.toUpperCase() ?? "")
+    .filter(Boolean);
+  return candidates.some((value) => value.includes(styleColor));
+}
+
+function nikeSelectedProduct(pageProps: JsonObject, url: URL): JsonObject | null {
+  const styleColor = nikeSelectedStyleColor(pageProps, url);
+  const selected = asObject(pageProps.selectedProduct);
+  if (selected && nikeProductMatchesStyleColor(selected, styleColor)) {
+    return selected;
+  }
+  for (const group of asObjectArray(pageProps.productGroups)) {
+    const products = asObject(group.products);
+    if (!products) continue;
+    if (styleColor) {
+      const direct = asObject(products[styleColor]);
+      if (direct) return direct;
+    }
+    for (const product of Object.values(products)) {
+      const candidate = asObject(product);
+      if (candidate && nikeProductMatchesStyleColor(candidate, styleColor)) {
+        return candidate;
+      }
+    }
+  }
+  return selected;
+}
+
+function nikePreferredImageUrl(card: JsonObject): string | null {
+  const properties = asObject(card.properties);
+  if (!properties) return null;
+  const squarish = asObject(properties.squarish)?.url;
+  const portrait = asObject(properties.portrait)?.url;
+  return cleanText(squarish ?? portrait, 1000);
+}
+
+function nikeSelectedVariantImageUrls(pageProps: JsonObject, product: JsonObject, url: URL): string[] {
+  const fromContentImages = asObjectArray(product.contentImages)
+    .filter((card) => String(card.cardType ?? "").toLowerCase() === "image")
+    .map((card) => nikePreferredImageUrl(card))
+    .filter((entry): entry is string => !!entry)
+    .map((entry) => normalizeUrl(url, entry))
+    .filter((entry): entry is string => !!entry);
+
+  const styleColor = nikeSelectedStyleColor(pageProps, url);
+  const fromColorway = asObjectArray(pageProps.colorwayImages)
+    .filter((entry) => {
+      const entryStyleColor = cleanText(entry.styleColor, 40)?.toUpperCase() ?? null;
+      return !!styleColor && entryStyleColor === styleColor;
+    })
+    .flatMap((entry) => [entry.squarishImg, entry.portraitImg])
+    .map((entry) => cleanText(entry, 1000))
+    .filter((entry): entry is string => !!entry)
+    .map((entry) => normalizeUrl(url, entry))
+    .filter((entry): entry is string => !!entry);
+
+  return dedupeStableImageUrls([...fromContentImages, ...fromColorway]).slice(0, 12);
+}
+
+function nikeProductTitle(product: JsonObject): string | null {
+  const info = asObject(product.productInfo);
+  return (
+    cleanText(info?.fullTitle, 220) ??
+    ([cleanText(info?.title, 140), cleanText(info?.subtitle, 80)]
+      .filter((entry): entry is string => !!entry)
+      .join(" ")
+      .trim() || null)
+  );
+}
+
+function nikeProductDescription(product: JsonObject): string | null {
+  const info = asObject(product.productInfo);
+  return cleanText(info?.productDescription, 700);
+}
+
+function nikeProductBrand(product: JsonObject): string | null {
+  const brands = Array.isArray(product.brands) ? product.brands : [];
+  return cleanText(brands[0], 120) ?? "Nike";
+}
+
+function nikeCategoryHints(product: JsonObject): string[] {
+  const hints = [
+    cleanText(product.productType, 80),
+    ...cleanList(asObject(product.taxonomyLabels)?.["Product Type"] ?? []),
+    ...cleanList(asObject(product.taxonomyLabels)?.Collections ?? []),
+  ];
+  return Array.from(new Set(hints.filter((entry): entry is string => !!entry)));
+}
+
+export function extractNikeSelectedVariantData(
+  sourceUrl: string,
+  html: string,
+): ProductExtractionOverride | null {
+  const url = new URL(sourceUrl);
+
+  const pageProps = parseNextDataPageProps(html);
+  if (!pageProps) return null;
+
+  const product = nikeSelectedProduct(pageProps, url);
+  if (!product) return null;
+  const canonicalUrl = nikeCanonicalUrl(product, url);
+  if (!isNikeProductUrl(canonicalUrl)) return null;
+
+  const genericCandidates = dedupeStableImageUrls([
+    ...extractJsonLdImages(html, canonicalUrl),
+    ...[extractMeta(html, "og:image"), extractMeta(html, "og:image:secure_url")]
+      .map((value) => (value ? normalizeUrl(canonicalUrl, value) : null))
+      .filter((value): value is string => !!value),
+    ...extractMarkupImages(html, canonicalUrl),
+  ]);
+  const imageUrls = nikeSelectedVariantImageUrls(pageProps, product, canonicalUrl);
+  const selectedSet = new Set(imageUrls.map((entry) => entry.toLowerCase()));
+  const rejected = genericCandidates
+    .filter((entry) => !selectedSet.has(entry.toLowerCase()))
+    .slice(0, 24)
+    .map((entry) => ({
+      url: entry,
+      reason: "not in selected Nike variant media set",
+    }));
+
+  const styleColor =
+    cleanText(product.styleColor ?? product.displayStyle, 40)?.toUpperCase() ??
+    nikeStyleColorFromUrl(canonicalUrl);
+  const title = nikeProductTitle(product);
+  const colorDescription = cleanText(product.colorDescription, 120);
+
+  logger.info("[NIKE_LINK] final resolved URL", {
+    sourceUrl,
+    finalResolvedUrl: canonicalUrl.toString(),
+  });
+  logger.info("[NIKE_LINK] selected variant detected", {
+    sourceUrl: canonicalUrl.toString(),
+    title,
+    colorway: colorDescription,
+    styleColor,
+  });
+  logger.info("[NIKE_LINK] image candidates before filtering", {
+    sourceUrl: canonicalUrl.toString(),
+    styleColor,
+    candidateCount: genericCandidates.length,
+  });
+  logger.info("[NIKE_LINK] image candidates after filtering", {
+    sourceUrl: canonicalUrl.toString(),
+    styleColor,
+    candidateCount: imageUrls.length,
+    chosenPrimaryImage: imageUrls[0] ?? null,
+  });
+  if (rejected.length) {
+    logger.info("[NIKE_LINK] rejected image candidates", {
+      sourceUrl: canonicalUrl.toString(),
+      styleColor,
+      rejected,
+    });
+  }
+
+  const domain = canonicalUrl.hostname.replace(/^www\./, "");
+  const retailer = domain.split(".")[0] ?? domain;
+  return {
+    metadata: {
+      sourceUrl: canonicalUrl.toString(),
+      domain,
+      retailer,
+      brand: nikeProductBrand(product),
+      title,
+      color: colorDescription,
+      description: nikeProductDescription(product),
+      categoryHints: nikeCategoryHints(product),
+      sku: styleColor,
+    },
+    imageUrls,
+  };
+}
+
+export function extractProductImagesFromHtml(url: string, html: string): string[] {
+  const baseUrl = new URL(url);
+  if (isAmazonProductUrl(baseUrl)) {
+    return [];
+  }
+  const scopedHmImages = extractHmScopedProductImages(html, baseUrl);
+  if (scopedHmImages) {
+    return scopedHmImages;
+  }
+  const nikeVariantImages = extractNikeSelectedVariantData(baseUrl.toString(), html)?.imageUrls;
+  if (nikeVariantImages?.length) {
+    return nikeVariantImages;
+  }
+  const candidates = [
+    ...extractJsonLdImages(html, baseUrl),
+    ...[extractMeta(html, "og:image"), extractMeta(html, "og:image:secure_url")]
+      .map((value) => (value ? normalizeUrl(baseUrl, value) : null))
+      .filter((value): value is string => !!value),
+    ...extractMarkupImages(html, baseUrl),
+  ];
+  const deduped = dedupeStableImageUrls(candidates);
+  logger.info("[LINK_IMAGE_CANDIDATES] extracted product image candidates", {
+    sourceUrl: url,
+    candidateCount: deduped.length,
+    urls: deduped.slice(0, 20),
+  });
+  const ranked = deduped
+    .sort((a, b) => scoreImageUrl(b) - scoreImageUrl(a))
+    .slice(0, 8);
+  ranked.forEach((imageUrl, index) => {
+    logger.info("[LINK_IMAGE_SCORE] URL heuristic score", {
+      sourceUrl: url,
+      index,
+      url: imageUrl,
+      score: scoreImageUrl(imageUrl),
+      reasons: ["generic URL and resolution heuristic"],
+    });
+  });
+  logger.info("[LINK_IMAGE_PRIMARY] generic primary image selected", {
+    sourceUrl: url,
+    primaryImageUrl: ranked[0] ?? null,
+  });
+  logger.info("[LINK_IMAGE_SECONDARY] generic secondary images selected", {
+    sourceUrl: url,
+    secondaryImageUrls: ranked.slice(1),
+  });
+  return ranked;
+}
+
+export function extractProductMetadataFromHtml(
+  url: string,
+  html: string,
+): ProductMetadata {
+  const parsed = new URL(url);
+  if (isAmazonProductUrl(parsed)) {
+    return {
+      sourceUrl: parsed.toString(),
+      domain: parsed.hostname.replace(/^www\./, ""),
+      retailer: "amazon",
+    };
+  }
+  const domain = parsed.hostname.replace(/^www\./, "");
+  const retailer = domain.split(".")[0] ?? domain;
+  const jsonLd = extractJsonLdProduct(html);
+  const nikeVariant = extractNikeSelectedVariantData(parsed.toString(), html);
+  const nikeMetadata: Partial<ProductMetadata> = nikeVariant?.metadata ?? {};
+  const metadata: ProductMetadata = {
+    sourceUrl: nikeMetadata.sourceUrl ?? parsed.toString(),
+    domain: nikeMetadata.domain ?? domain,
+    retailer: nikeMetadata.retailer ?? retailer,
+    brand:
+      nikeMetadata.brand ??
+      jsonLd.brand ??
+      extractMeta(html, "product:brand") ??
+      extractMeta(html, "brand"),
+    title:
+      nikeMetadata.title ??
+      jsonLd.title ??
+      extractMeta(html, "og:title") ??
+      extractMeta(html, "twitter:title") ??
+      extractTitle(html),
+    price:
+      jsonLd.price ??
+      extractMeta(html, "product:price:amount") ??
+      extractMeta(html, "price") ??
+      extractMeta(html, "twitter:data1"),
+    currency:
+      jsonLd.currency ??
+      extractMeta(html, "product:price:currency") ??
+      extractMeta(html, "currency"),
+    color:
+      nikeMetadata.color ??
+      jsonLd.color ??
+      extractMeta(html, "product:color") ??
+      extractMeta(html, "color"),
+    description:
+      nikeMetadata.description ??
+      jsonLd.description ??
+      extractMeta(html, "og:description") ??
+      extractMeta(html, "description") ??
+      extractMeta(html, "twitter:description"),
+    categoryHints: nikeMetadata.categoryHints ?? jsonLd.categoryHints ?? [],
+    material:
+      jsonLd.material ??
+      extractMeta(html, "product:material") ??
+      extractMeta(html, "material"),
+    sizeHints: jsonLd.sizeHints ?? [],
+    sku:
+      nikeMetadata.sku ??
+      jsonLd.sku ??
+      extractMeta(html, "product:retailer_item_id") ??
+      extractMeta(html, "sku"),
+  };
+  return metadata;
+}
+
+function amazonAsinFromUrl(url: URL) {
+  const match = url.pathname.match(/\/(?:dp|gp\/product)\/([A-Z0-9]{10})(?:[/?]|$)/i);
+  return match?.[1]?.toUpperCase() ?? null;
+}
+
+function cleanAmazonTitle(value: string | null) {
+  const text = cleanText(value, 260);
+  if (!text) return null;
+  return text
+    .replace(/^Amazon\.[A-Za-z.]+\s*:\s*/i, "")
+    .replace(/\s*:\s*(?:Clothing,\s*Shoes\s*&\s*Jewelry|Beauty\s*&\s*Personal\s*Care|Health\s*&\s*Household|Home\s*&\s*Kitchen|Sports\s*&\s*Outdoors|Cell\s*Phones\s*&\s*Accessories|Electronics|Books)\s*$/i, "")
+    .replace(/\s*:\s*Amazon\.[A-Za-z.]+.*$/i, "")
+    .replace(/\s*[-|]\s*Amazon\.[A-Za-z.]+.*$/i, "")
+    .replace(/\s*-\s*Amazon(?:\.[A-Za-z.]+)?\s*$/i, "")
+    .replace(/\s*\|\s*Amazon(?:\.[A-Za-z.]+)?\s*$/i, "")
+    .replace(/\s{2,}/g, " ")
+    .trim();
+}
+
+const AMAZON_CATEGORY_MAP: Array<{
+  category: string;
+  subCategory: string;
+  patterns: RegExp[];
+}> = [
+  { category: "beauty", subCategory: "perfume", patterns: [/\b(perfume|parfum|eau de parfum|eau de toilette|cologne|fragrance|body mist)\b/i] },
+  { category: "beauty", subCategory: "lipstick", patterns: [/\b(lipstick|lip gloss|lip balm|lip liner)\b/i] },
+  { category: "beauty", subCategory: "serum", patterns: [/\b(serum|essence|ampoule)\b/i] },
+  { category: "beauty", subCategory: "moisturizer", patterns: [/\b(moisturizer|cream|lotion)\b/i] },
+  { category: "accessory", subCategory: "cap", patterns: [/\b(baseball cap|cap|hat|beanie)\b/i] },
+  { category: "accessory", subCategory: "bag", patterns: [/\b(handbag|crossbody|shoulder bag|bag|backpack|tote)\b/i] },
+  { category: "footwear", subCategory: "sneakers", patterns: [/\b(sneaker|running shoe|trainer|shoe|boot|loafer|heel|sandal)\b/i] },
+  { category: "top", subCategory: "shirt", patterns: [/\b(shirt|tee|t-shirt|polo|blouse|tank top|sweater|hoodie)\b/i] },
+  { category: "bottom", subCategory: "pants", patterns: [/\b(pants|trousers|jeans|shorts|skirt|leggings)\b/i] },
+];
+
+function inferAmazonCategoryFromTitle(title: string | null) {
+  const normalized = String(title ?? "").toLowerCase();
+  for (const entry of AMAZON_CATEGORY_MAP) {
+    if (entry.patterns.some((pattern) => pattern.test(normalized))) {
+      return { category: entry.category, subCategory: entry.subCategory };
+    }
+  }
+  return { category: null, subCategory: null };
+}
+
+const AMAZON_STOP_TOKENS = new Set([
+  "amazon",
+  "amazon.com",
+  "visit",
+  "the",
+  "store",
+  "by",
+  "for",
+  "with",
+  "and",
+  "men",
+  "mens",
+  "women",
+  "womens",
+  "unisex",
+  "pack",
+  "size",
+  "ml",
+  "oz",
+]);
+
+function extractAmazonBrandFromTitle(title: string | null) {
+  const text = String(title ?? "").trim();
+  if (!text) return null;
+  const visitMatch = text.match(/^Visit the\s+(.+?)\s+Store\b/i);
+  if (visitMatch?.[1]) {
+    const brand = cleanText(visitMatch[1], 120);
+    return brand && !/^amazon(?:\.[a-z.]+)?$/i.test(brand) ? brand : null;
+  }
+  const separators = text.split(/[|,:-]/).map((entry) => entry.trim()).filter(Boolean);
+  for (const part of separators.slice(0, 2)) {
+    const words = part.split(/\s+/).filter(Boolean);
+    const filtered = words.filter((word) => {
+      const normalized = word.toLowerCase();
+      return !AMAZON_STOP_TOKENS.has(normalized) && /^[a-z0-9&'.-]+$/i.test(word);
+    });
+    const candidate = cleanText(filtered.slice(0, 3).join(" "), 120);
+    if (candidate && candidate.split(/\s+/).length <= 3 && !/^amazon(?:\.[a-z.]+)?$/i.test(candidate)) {
+      return candidate;
+    }
+  }
+  return null;
+}
+
+function amazonImageLooksUsable(url: string) {
+  const lower = url.toLowerCase();
+  if (/(logo|icon|sprite|nav|header|footer|pixel|spacer|loading|signin|wishlist|prime)/i.test(lower)) {
+    return false;
+  }
+  const sizeMatch = lower.match(/(?:[._-]|\/)(\d{2,4})[x_](\d{2,4})(?:[._-]|\/)/i);
+  if (sizeMatch) {
+    const width = Number(sizeMatch[1]);
+    const height = Number(sizeMatch[2]);
+    if (width < 200 || height < 200) return false;
+  }
+  return true;
+}
+
+function amazonImagesFromStructuredHtml(url: URL, html: string) {
+  const candidates = [
+    extractMeta(html, "og:image"),
+    extractMeta(html, "og:image:secure_url"),
+  ]
+    .map((entry) => (entry ? normalizeUrl(url, entry) : null))
+    .filter((entry): entry is string => !!entry)
+    .filter((entry) => amazonImageLooksUsable(entry));
+  return dedupeStableImageUrls(candidates).slice(0, 6);
+}
+
+function amazonConfidence(params: {
+  title: string | null;
+  imageUrls: string[];
+  brand: string | null;
+  category: string | null;
+  subCategory: string | null;
+}) {
+  let score = 0;
+  if (params.title) score += 0.3;
+  if (params.imageUrls.length) score += 0.4;
+  if (params.brand) score += 0.15;
+  if (params.category && params.subCategory) score += 0.15;
+  if (!params.imageUrls.length) score = Math.min(score, 0.55);
+  return Number(score.toFixed(2));
+}
+
+export function handleAmazonLink(url: URL, html: string): AmazonExtractionResult {
+  const asin = amazonAsinFromUrl(url);
+  const domain = url.hostname.replace(/^www\./, "");
+  const title = cleanAmazonTitle(extractMeta(html, "og:title") ?? extractTitle(html));
+  const imageUrls = amazonImagesFromStructuredHtml(url, html);
+  const brand = extractAmazonBrandFromTitle(title);
+  const inferred = inferAmazonCategoryFromTitle(title);
+  const confidence = amazonConfidence({
+    title,
+    imageUrls,
+    brand,
+    category: inferred.category,
+    subCategory: inferred.subCategory,
+  });
+  const status = confidence < 0.6 ? "needs_review" : "ready";
+  const metadata: ProductMetadata = {
+    sourceUrl: url.toString(),
+    domain,
+    retailer: "amazon",
+    title,
+    brand: status === "ready" ? brand : null,
+    categoryHints: status === "ready" && inferred.category ? [inferred.category, inferred.subCategory ?? ""].filter(Boolean) : [],
+    sku: asin,
+  };
+  logger.info("[AMAZON_LINK] extraction", {
+    asin,
+    sourceUrl: url.toString(),
+    success: !!title || imageUrls.length > 0,
+    confidence,
+    status,
+    title,
+    brand,
+    category: inferred.category,
+    subCategory: inferred.subCategory,
+    imageCount: imageUrls.length,
+  });
+  return {
+    metadata,
+    imageUrls,
+    confidence,
+    status,
+    partialData: status === "needs_review" ? {
+      title,
+      imageUrls,
+    } : undefined,
+  };
+}
+
+export const extractAmazonLinkData = handleAmazonLink;
+
+function isPrivateIp(address: string): boolean {
+  if (address === "127.0.0.1" || address === "::1") return true;
+  if (address.startsWith("10.")) return true;
+  if (address.startsWith("192.168.")) return true;
+  if (/^172\.(1[6-9]|2\d|3[01])\./.test(address)) return true;
+  if (address.startsWith("169.254.")) return true;
+  if (address.startsWith("fc") || address.startsWith("fd")) return true;
+  return false;
+}
+
+export async function validateProductUrl(rawUrl: string): Promise<URL> {
+  let parsed: URL;
+  try {
+    parsed = new URL(rawUrl);
+  } catch {
+    throw new ProductLinkError("Invalid product link.", "invalid_url");
+  }
+  if (parsed.protocol !== "http:" && parsed.protocol !== "https:") {
+    throw new ProductLinkError("Only http and https links are supported.", "invalid_url");
+  }
+  const host = parsed.hostname.toLowerCase();
+  if (
+    !host ||
+    host === "localhost" ||
+    host.endsWith(".localhost") ||
+    isPrivateIp(host)
+  ) {
+    throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
+  }
+  if (isIP(host) && isPrivateIp(host)) {
+    throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
+  }
+  const addresses = await lookup(host, { all: true }).catch(() => []);
+  if (addresses.some((entry) => isPrivateIp(entry.address))) {
+    throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
+  }
+  parsed.hash = "";
+  return parsed;
+}
+
+export async function fetchResolvedProductPage(url: URL): Promise<FetchedProductPage> {
+  let currentUrl = url;
+  for (let redirectCount = 0; redirectCount < 4; redirectCount += 1) {
+    const response = await fetchProductHtmlOnce(currentUrl);
+    if (response.status >= 300 && response.status < 400) {
+      const location = response.headers.get("location");
+      if (!location) {
+        throw new ProductLinkError("Product page redirected without a location.", "fetch_failed");
+      }
+      currentUrl = await validateProductUrl(new URL(location, currentUrl).toString());
+      continue;
+    }
+    if (!response.ok) {
+      throw new ProductLinkError(`Product page returned ${response.status}.`, "fetch_failed");
+    }
+    const contentType = response.headers.get("content-type") ?? "";
+    if (contentType && !contentType.includes("text/html")) {
+      throw new ProductLinkError("That link did not return a product page.", "fetch_failed");
+    }
+    return {
+      html: (await response.text()).slice(0, MAX_HTML_CHARS),
+      finalUrl: currentUrl,
+    };
+  }
+  throw new ProductLinkError("Product page redirected too many times.", "fetch_failed");
+}
+
+async function fetchProductHtmlOnce(url: URL): Promise<Response> {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), FETCH_TIMEOUT_MS);
+  try {
+    return await fetch(url.toString(), {
+      signal: controller.signal,
+      redirect: "manual",
+      headers: {
+        "user-agent": USER_AGENT,
+        accept: "text/html,application/xhtml+xml",
+      },
+    });
+  } catch (error) {
+    if (error instanceof ProductLinkError) throw error;
+    throw new ProductLinkError("Could not fetch that product link.", "fetch_failed");
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
+function applyAdapter(
+  url: URL,
+  html: string,
+  extraction: ProductExtraction,
+): ProductExtraction {
+  const adapter = adapters.find((entry) => entry.hostMatches(url.hostname));
+  if (!adapter?.extract) return extraction;
+  const overrides = adapter.extract({
+    url,
+    html,
+    metadata: extraction.metadata,
+    imageUrls: extraction.imageUrls,
+  });
+  return {
+    metadata: { ...extraction.metadata, ...(overrides.metadata ?? {}) },
+    imageUrls: overrides.imageUrls ?? extraction.imageUrls,
+  };
+}
+
+export async function extractProductFromUrl(rawUrl: string): Promise<ProductExtraction> {
+  const url = await validateProductUrl(rawUrl);
+  logger.info("[AURA_LINK_EXTRACT] fetching product page", {
+    domain: url.hostname,
+  });
+  let html: string;
+  let finalUrl = url;
+  try {
+    const page = await fetchResolvedProductPage(url);
+    html = page.html;
+    finalUrl = page.finalUrl;
+  } catch (error) {
+    logger.error("[AURA_LINK_ERROR] page fetch failed", {
+      domain: url.hostname,
+      error,
+    });
+    throw error;
+  }
+  logger.info("[AURA_LINK_EXTRACT] page fetch success", {
+    domain: url.hostname,
+    htmlLength: html.length,
+  });
+
+  if (isAmazonProductUrl(finalUrl)) {
+    const amazonExtraction = extractAmazonLinkData(finalUrl, html);
+    if (!amazonExtraction.metadata.title && !amazonExtraction.imageUrls.length) {
+      throw new ProductLinkError("No usable Amazon product metadata found.", "no_metadata");
+    }
+    return amazonExtraction;
+  }
+
+  const metadata = extractProductMetadataFromHtml(finalUrl.toString(), html);
+  const imageUrls = extractProductImagesFromHtml(finalUrl.toString(), html);
+  const extraction = applyAdapter(finalUrl, html, { metadata, imageUrls });
+
+  logger.info("[AURA_LINK_EXTRACT] extraction complete", {
+    domain: metadata.domain,
+    hasTitle: !!metadata.title,
+    hasBrand: !!metadata.brand,
+    imageCount: extraction.imageUrls.length,
+  });
+
+  if (!metadata.title && !metadata.description && !metadata.brand) {
+    logger.warn("[AURA_LINK_ERROR] metadata extraction failed", {
+      domain: metadata.domain,
+      imageCount: extraction.imageUrls.length,
+    });
+    throw new ProductLinkError("No usable product metadata found.", "no_metadata");
+  }
+  if (!extraction.imageUrls.length) {
+    logger.warn("[AURA_LINK_ERROR] image extraction failed", {
+      domain: metadata.domain,
+      hasTitle: !!metadata.title,
+    });
+    throw new ProductLinkError("No usable product images found.", "no_images");
+  }
+  return extraction;
+}
+
+function sourceHashFor(urls: string[]): string {
+  return createHash("sha1").update(urls.join("|")).digest("hex");
+}
+
+export async function createDraftItemFromProductLink(params: {
+  uid: string;
+  prompt: string;
+  extraction: ProductExtraction;
+  itemId?: string;
+  draftState?: "photo_uploaded" | "awaiting_confirmation";
+  ingestionStatus?: "pending" | "awaiting_confirmation";
+}): Promise<{ itemId: string; imageCount: number; metadata: ProductMetadata }> {
+  const {
+    uid,
+    prompt,
+    extraction,
+    itemId,
+    draftState = "photo_uploaded",
+    ingestionStatus = "pending",
+  } = params;
+  const now = Date.now();
+  const images = extraction.imageUrls.map((url, index) => ({
+    originalUrl: url,
+    isPrimary: index === 0,
+  }));
+  const primaryUrl = images[0]?.originalUrl;
+  if (!primaryUrl) {
+    throw new ProductLinkError("No product image found.", "no_images");
+  }
+
+  try {
+    const itemData = {
+        isDraft: true,
+        draftState,
+        itemLifecycleStatus: draftState === "awaiting_confirmation" ? "needs_review" : "processing",
+        status: "AVAILABLE",
+        category: "top",
+        subCategory: "",
+        wearCountSinceWash: 0,
+        ingestionStatus,
+        ingestion: {
+          status: ingestionStatus,
+          lastRunAt: FieldValue.serverTimestamp(),
+        },
+        ingestionSource: {
+          sourceHash: sourceHashFor(extraction.imageUrls),
+          sourceType: "aura_product_link",
+          sourceUrl: extraction.metadata.sourceUrl,
+          domain: extraction.metadata.domain,
+        },
+        source: "aura_product_link",
+        sourceUrl: extraction.metadata.sourceUrl,
+        retailer: extraction.metadata.retailer,
+        domain: extraction.metadata.domain,
+        auraPrompt: prompt,
+        linkMetadata: extraction.metadata,
+        ...(extraction.metadata.title ? { name: extraction.metadata.title } : {}),
+        ...(extraction.metadata.brand ? { brand: extraction.metadata.brand } : {}),
+        ...(extraction.metadata.color ? { colorLabel: extraction.metadata.color } : {}),
+        ...(extraction.metadata.material ? { material: extraction.metadata.material } : {}),
+        images,
+        imageUrls: extraction.imageUrls,
+        originalImageUrl: primaryUrl,
+        cleanedImageUrl: null,
+        photoUrl: primaryUrl,
+        photos: {
+          primaryUrl,
+          urls: extraction.imageUrls,
+          images,
+        },
+        createdAt: now,
+        updatedAt: now,
+      };
+    let createdItemId = itemId;
+    if (itemId) {
+      await getFirestore()
+        .collection("users")
+        .doc(uid)
+        .collection("items")
+        .doc(itemId)
+        .set(itemData, { merge: true });
+    } else {
+      const docRef = await getFirestore()
+        .collection("users")
+        .doc(uid)
+        .collection("items")
+        .add(itemData);
+      createdItemId = docRef.id;
+    }
+    logger.info("[AURA_LINK_DRAFT] draft item created", {
+      uid,
+      itemId: createdItemId,
+      domain: extraction.metadata.domain,
+      imageCount: images.length,
+      triggerCompatible: true,
+      sourceType: "aura_product_link",
+      hasPhotosUrls: extraction.imageUrls.length > 0,
+      hasPhotoUrl: !!primaryUrl,
+    });
+    logger.info("[LINK_IMAGE_SAVE] product link draft image fields", {
+      uid,
+      itemId: createdItemId,
+      sourceUrl: extraction.metadata.sourceUrl,
+      primaryUrl,
+      imageUrls: extraction.imageUrls,
+      savedFields: {
+        originalImageUrl: primaryUrl,
+        photoUrl: primaryUrl,
+        photosPrimaryUrl: primaryUrl,
+        cleanedImageUrl: null,
+      },
+    });
+    return {
+      itemId: createdItemId ?? "",
+      imageCount: images.length,
+      metadata: extraction.metadata,
+    };
+  } catch (error) {
+    logger.error("[AURA_LINK_DRAFT] draft item creation failed", {
+      uid,
+      domain: extraction.metadata.domain,
+      error,
+    });
+    throw new ProductLinkError("Could not create wardrobe draft.", "draft_failed");
+  }
+}
diff --git a/functions/src/shared/productUrlMetadata.ts b/functions/src/shared/productUrlMetadata.ts
new file mode 100644
index 0000000..d492118
--- /dev/null
+++ b/functions/src/shared/productUrlMetadata.ts
@@ -0,0 +1,404 @@
+import * as cheerio from "cheerio";
+import { logger } from "firebase-functions/v2";
+import {
+  extractAmazonLinkData,
+  extractNikeSelectedVariantData,
+  extractProductImagesFromHtml,
+  isAmazonProductUrl,
+  validateProductUrl,
+} from "./productLinkExtractor";
+
+export type ProductUrlMetadata = {
+  sourceUrl: string;
+  title: string | null;
+  imageUrl: string | null;
+  imageUrls?: string[];
+  description: string | null;
+  brand?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  confidence?: number | null;
+  status?: "ready" | "needs_review";
+};
+
+const FETCH_TIMEOUT_MS = 9000;
+const USER_AGENT =
+  "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) " +
+  "AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Mobile/15E148 Safari/604.1";
+
+function isHmHost(url: URL) {
+  const hostname = url.hostname.toLowerCase();
+  return hostname === "hm.com" || hostname.endsWith(".hm.com");
+}
+
+function isZaraHost(url: URL) {
+  const hostname = url.hostname.toLowerCase();
+  return hostname === "zara.com" || hostname.endsWith(".zara.com");
+}
+
+function zaraProductIdFromUrl(url: URL) {
+  const v1 = url.searchParams.get("v1");
+  if (v1 && /^\d+$/.test(v1)) return v1;
+  return url.pathname.match(/-p0*(\d+)\.html$/i)?.[1] ?? null;
+}
+
+function hmContentFallbackUrls(url: URL) {
+  if (!isHmHost(url) || !/\/productpage\.\d+\.html$/i.test(url.pathname)) {
+    return [];
+  }
+  return [
+    new URL(`${url.pathname}/_jcr_content.product.json`, url).toString(),
+    new URL(`${url.pathname}/_jcr_content/product.json`, url).toString(),
+  ];
+}
+
+async function fetchTextWithTimeout(url: string, headers: HeadersInit) {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), FETCH_TIMEOUT_MS);
+  try {
+    const response = await fetch(url, {
+      signal: controller.signal,
+      headers,
+      redirect: "follow",
+    });
+    const text = await response.text();
+    return { response, text };
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
+function cleanText(value: unknown, maxLength = 300) {
+  const text = String(value ?? "")
+    .replace(/\s+/g, " ")
+    .trim();
+  return text ? text.slice(0, maxLength) : null;
+}
+
+function normalizeImageUrl(baseUrl: URL, value: string | undefined) {
+  const raw = String(value ?? "").trim();
+  if (!raw || raw.startsWith("data:")) return null;
+  try {
+    const parsed = new URL(raw, baseUrl);
+    if (parsed.protocol !== "http:" && parsed.protocol !== "https:") return null;
+    parsed.hash = "";
+    return parsed.toString();
+  } catch {
+    return null;
+  }
+}
+
+type ZaraProductDetailsResponse = {
+  name?: unknown;
+  detail?: {
+    description?: unknown;
+    colors?: {
+      name?: unknown;
+      productId?: unknown;
+      xmedia?: {
+        type?: unknown;
+        kind?: unknown;
+        order?: unknown;
+        url?: unknown;
+        extraInfo?: {
+          deliveryUrl?: unknown;
+        };
+      }[];
+    }[];
+  };
+}[];
+
+function zaraImageUrl(value: unknown) {
+  const raw = String(value ?? "").trim();
+  if (!raw) return null;
+  const resolved = raw.replace("{width}", "1200");
+  try {
+    const url = new URL(resolved);
+    if (url.protocol !== "http:" && url.protocol !== "https:") return null;
+    return url.toString();
+  } catch {
+    return null;
+  }
+}
+
+async function extractZaraProductUrlMetadata(url: URL): Promise<ProductUrlMetadata | null> {
+  if (!isZaraHost(url)) return null;
+  const productId = zaraProductIdFromUrl(url);
+  if (!productId) return null;
+
+  const detailsUrl = new URL(`${url.origin}${url.pathname.split("/").slice(0, 3).join("/")}/products-details`);
+  detailsUrl.searchParams.set("productIds", productId);
+  logger.info("[AURA_URL_FETCH] trying Zara product details API", {
+    host: url.hostname,
+    productId,
+    path: detailsUrl.pathname,
+  });
+
+  const { response, text } = await fetchTextWithTimeout(detailsUrl.toString(), {
+    accept: "application/json,text/plain,*/*",
+    "accept-language": "en-US,en;q=0.9",
+    "user-agent": USER_AGENT,
+  });
+  if (!response.ok) {
+    logger.warn("[AURA_URL_FETCH] Zara product details API failed", {
+      host: url.hostname,
+      productId,
+      status: response.status,
+      bodyLength: text.length,
+    });
+    return null;
+  }
+
+  let parsed: ZaraProductDetailsResponse;
+  try {
+    parsed = JSON.parse(text) as ZaraProductDetailsResponse;
+  } catch (error) {
+    logger.warn("[AURA_URL_FETCH] Zara product details API returned invalid JSON", {
+      host: url.hostname,
+      productId,
+      error,
+    });
+    return null;
+  }
+
+  const product = parsed[0];
+  const colors = product?.detail?.colors ?? [];
+  const selectedColor =
+    colors.find((color) => String(color.productId ?? "") === productId) ??
+    colors[0];
+  const imageUrls = (selectedColor?.xmedia ?? [])
+    .filter((media) => String(media.type ?? "").toLowerCase() === "image")
+    .sort((a, b) => Number(a.order ?? 0) - Number(b.order ?? 0))
+    .map((media) => zaraImageUrl(media.extraInfo?.deliveryUrl ?? media.url))
+    .filter((imageUrl): imageUrl is string => !!imageUrl);
+  const deduped = Array.from(new Set(imageUrls)).slice(0, 12);
+  const metadata = {
+    sourceUrl: url.toString(),
+    title: cleanText(product?.name, 220),
+    imageUrl: deduped[0] ?? null,
+    imageUrls: deduped,
+    description: cleanText(product?.detail?.description, 500),
+  };
+  logger.info("[AURA_URL_METADATA] extracted Zara product URL metadata", {
+    host: url.hostname,
+    productId,
+    hasTitle: !!metadata.title,
+    imageCount: metadata.imageUrls.length,
+    selectedColor: cleanText(selectedColor?.name, 80),
+  });
+  return metadata.imageUrl || metadata.title || metadata.description ? metadata : null;
+}
+
+async function fetchHtml(url: URL) {
+  const headers = {
+    accept: "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
+    "accept-language": "en-US,en;q=0.9",
+    "user-agent": USER_AGENT,
+  };
+
+  logger.info("[AURA_URL_FETCH] fetching product URL", {
+    host: url.hostname,
+    path: url.pathname,
+  });
+  const fallbackUrls = hmContentFallbackUrls(url);
+  if (fallbackUrls.length) {
+  const fallbackHtml = await tryHmContentFallback(url, fallbackUrls, headers, null, null);
+  if (fallbackHtml) return fallbackHtml;
+  }
+
+  let originalStatus: number | null = null;
+  let originalError: unknown = null;
+  try {
+    const { response, text } = await fetchTextWithTimeout(url.toString(), headers);
+    originalStatus = response.status;
+    if (response.ok) {
+      const finalUrl = (() => {
+        try {
+          return new URL(response.url || url.toString());
+        } catch {
+          return url;
+        }
+      })();
+      logger.info("[AURA_URL_FETCH] fetched product URL", {
+        host: url.hostname,
+        htmlLength: text.length,
+        fallback: null,
+        finalUrl: finalUrl.toString(),
+      });
+      return {
+        html: text,
+        finalUrl,
+      };
+    }
+  } catch (error) {
+    originalError = error;
+    if (!isHmHost(url)) {
+      throw error;
+    }
+    logger.warn("[AURA_URL_FETCH] product URL fetch failed; trying retailer fallback", {
+      host: url.hostname,
+      error,
+    });
+  }
+
+  const fallbackHtml = await tryHmContentFallback(
+    url,
+    fallbackUrls,
+    headers,
+    originalStatus,
+    originalError,
+  );
+  if (fallbackHtml) return fallbackHtml;
+
+  if (originalError instanceof Error) {
+    throw originalError;
+  }
+  throw new Error(`Product page returned ${originalStatus ?? "unknown status"}`);
+}
+
+async function tryHmContentFallback(
+  url: URL,
+  fallbackUrls: string[],
+  headers: HeadersInit,
+  originalStatus: number | null,
+  originalError: unknown,
+) {
+  for (const fallbackUrl of fallbackUrls) {
+    try {
+      logger.info("[AURA_URL_FETCH] trying H&M content fallback", {
+        host: url.hostname,
+        fallbackPath: new URL(fallbackUrl).pathname,
+        originalStatus,
+        originalError: originalError instanceof Error ? originalError.message : null,
+      });
+      const fallbackResult = await fetchTextWithTimeout(fallbackUrl, headers);
+      if (
+        fallbackResult.response.ok &&
+        /<html|og:image|productArticleDetails/i.test(fallbackResult.text)
+      ) {
+        const finalUrl = (() => {
+          try {
+            return new URL(fallbackResult.response.url || url.toString());
+          } catch {
+            return url;
+          }
+        })();
+        logger.info("[AURA_URL_FETCH] fetched H&M content fallback", {
+          host: url.hostname,
+          htmlLength: fallbackResult.text.length,
+          status: fallbackResult.response.status,
+          finalUrl: finalUrl.toString(),
+        });
+        return {
+          html: fallbackResult.text,
+          finalUrl,
+        };
+      }
+      logger.warn("[AURA_URL_FETCH] H&M content fallback unusable", {
+        host: url.hostname,
+        status: fallbackResult.response.status,
+        htmlLength: fallbackResult.text.length,
+      });
+    } catch (error) {
+      logger.warn("[AURA_URL_FETCH] H&M content fallback failed", {
+        host: url.hostname,
+        fallbackHost: new URL(fallbackUrl).hostname,
+        error,
+      });
+    }
+  }
+  return null;
+}
+
+function metaContent($: cheerio.CheerioAPI, key: string) {
+  return cleanText(
+    $(`meta[property="${key}"]`).attr("content") ??
+      $(`meta[name="${key}"]`).attr("content"),
+    500,
+  );
+}
+
+function firstLargeImage($: cheerio.CheerioAPI, baseUrl: URL) {
+  let fallback: string | null = null;
+  let best: string | null = null;
+
+  $("img").each((_, element) => {
+    const img = $(element);
+    const src =
+      img.attr("src") ??
+      img.attr("data-src") ??
+      img.attr("data-original") ??
+      img.attr("data-zoom-image") ??
+      img.attr("srcset")?.split(",").at(-1)?.trim().split(/\s+/)[0];
+    const normalized = normalizeImageUrl(baseUrl, src);
+    if (!normalized) return;
+    const lower = normalized.toLowerCase();
+    if (/(logo|icon|sprite|favicon|placeholder|badge|payment|loader)/i.test(lower)) {
+      return;
+    }
+    fallback = fallback ?? normalized;
+    const width = Number(img.attr("width") ?? img.attr("data-width") ?? 0);
+    const height = Number(img.attr("height") ?? img.attr("data-height") ?? 0);
+    const hasProductHint = /(product|pdp|gallery|model|main|image|photo)/i.test(lower);
+    if (!best && ((width >= 300 && height >= 300) || hasProductHint)) {
+      best = normalized;
+    }
+  });
+
+  return best ?? fallback;
+}
+
+export async function extractProductUrlMetadata(rawUrl: string): Promise<ProductUrlMetadata> {
+  const url = await validateProductUrl(rawUrl);
+  const zaraMetadata = await extractZaraProductUrlMetadata(url);
+  if (zaraMetadata?.imageUrl) return zaraMetadata;
+
+  const fetched = await fetchHtml(url);
+  const html = fetched.html;
+  const finalUrl = fetched.finalUrl;
+  if (isAmazonProductUrl(finalUrl)) {
+    const amazon = extractAmazonLinkData(finalUrl, html);
+    return {
+      sourceUrl: amazon.metadata.sourceUrl,
+      title: amazon.metadata.title ?? amazon.partialData?.title ?? null,
+      imageUrl: amazon.imageUrls[0] ?? null,
+      imageUrls: amazon.imageUrls,
+      description: null,
+      brand: amazon.status === "ready" ? amazon.metadata.brand ?? null : null,
+      category: amazon.status === "ready" ? amazon.metadata.categoryHints?.[0] ?? null : null,
+      subCategory: amazon.status === "ready" ? amazon.metadata.categoryHints?.[1] ?? null : null,
+      confidence: amazon.confidence,
+      status: amazon.status,
+    };
+  }
+  const $ = cheerio.load(html);
+  const nikeVariant = extractNikeSelectedVariantData(finalUrl.toString(), html);
+  const imageUrls =
+    nikeVariant?.imageUrls?.length
+      ? nikeVariant.imageUrls
+      : extractProductImagesFromHtml(finalUrl.toString(), html);
+  const ogImage = normalizeImageUrl(finalUrl, metaContent($, "og:image") ?? undefined);
+  const metadata = {
+    sourceUrl: nikeVariant?.metadata?.sourceUrl ?? finalUrl.toString(),
+    title:
+      nikeVariant?.metadata?.title ??
+      metaContent($, "og:title") ??
+      cleanText($("title").first().text(), 220),
+    imageUrl: imageUrls[0] ?? ogImage ?? firstLargeImage($, finalUrl),
+    imageUrls: imageUrls.length ? imageUrls : [ogImage ?? firstLargeImage($, finalUrl)].filter((value): value is string => !!value),
+    description:
+      nikeVariant?.metadata?.description ??
+      metaContent($, "og:description") ??
+      metaContent($, "description"),
+  };
+  logger.info("[AURA_URL_METADATA] extracted product URL metadata", {
+    host: finalUrl.hostname,
+    hasTitle: !!metadata.title,
+    hasImageUrl: !!metadata.imageUrl,
+    imageCount: metadata.imageUrls.length,
+    hasDescription: !!metadata.description,
+    imageHost: metadata.imageUrl ? new URL(metadata.imageUrl).hostname : null,
+    sourceUrl: metadata.sourceUrl,
+  });
+  return metadata;
+}

From 4669581fa0edd428b6b9be79cdedda666a0acb50 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:07:26 -0500
Subject: [PATCH 14/93] feat: implement product link ingestion and item
 extraction pipeline

---
 functions/src/importProductLink.ts     |  77 +++++
 functions/src/ingestItemFromPhotos.ts  | 409 ++++++++++++++++++++++---
 src/addItem/AddItemWizard.tsx          |   2 +-
 src/addItem/hooks/useItemDraft.ts      |  13 +-
 src/addItem/hooks/useItemExtraction.ts |   1 +
 src/addItem/hooks/usePhotoStep.ts      | 242 +++++++++------
 src/lib/cutoutNormalize.ts             | 312 +++++++++++++++++++
 src/lib/itemImage.ts                   | 270 ++++++++++++----
 src/lib/items.ts                       |  76 ++++-
 src/lib/uploadImage.ts                 |   3 +
 src/lib/visualNormalization.ts         |  47 ++-
 11 files changed, 1236 insertions(+), 216 deletions(-)
 create mode 100644 functions/src/importProductLink.ts
 create mode 100644 src/lib/cutoutNormalize.ts

diff --git a/functions/src/importProductLink.ts b/functions/src/importProductLink.ts
new file mode 100644
index 0000000..484438f
--- /dev/null
+++ b/functions/src/importProductLink.ts
@@ -0,0 +1,77 @@
+import { HttpsError, onCall } from "firebase-functions/v2/https";
+import { logger } from "firebase-functions/v2";
+import { getFirestore, FieldValue } from "firebase-admin/firestore";
+
+import {
+  ProductLinkError,
+  createDraftItemFromProductLink,
+  extractProductFromUrl,
+} from "./shared/productLinkExtractor";
+
+function messageForError(error: unknown) {
+  if (error instanceof ProductLinkError) return error.message;
+  if (error instanceof Error) return error.message;
+  return "Could not import that product link.";
+}
+
+async function markImportFailed(uid: string, itemId: string | null, message: string) {
+  if (!itemId) return;
+  await getFirestore()
+    .collection("users")
+    .doc(uid)
+    .collection("items")
+    .doc(itemId)
+    .set(
+      {
+        draftState: "failed",
+        itemLifecycleStatus: "failed",
+        ingestionStatus: "failed",
+        ingestion: {
+          status: "failed",
+          lastRunAt: FieldValue.serverTimestamp(),
+          error: { message },
+        },
+        updatedAt: Date.now(),
+      },
+      { merge: true }
+    );
+}
+
+export const importProductLink = onCall(
+  { secrets: ["OPENAI_API_KEY"] },
+  async (request) => {
+    const uid = request.auth?.uid;
+    if (!uid) {
+      throw new HttpsError("unauthenticated", "Please sign in first.");
+    }
+
+    const url = String(request.data?.url ?? "").trim();
+    if (!url) {
+      throw new HttpsError("invalid-argument", "A product link is required.");
+    }
+    const itemId = String(request.data?.itemId ?? "").trim() || null;
+
+    try {
+      logger.info("[SNAP_DONE_LINK] importing product link", { uid, url, itemId });
+      const extraction = await extractProductFromUrl(url);
+      const created = await createDraftItemFromProductLink({
+        uid,
+        itemId: itemId ?? undefined,
+        prompt: "Quick add product link",
+        extraction,
+      });
+      logger.info("[SNAP_DONE_LINK] product draft created", {
+        uid,
+        itemId: created.itemId,
+        imageCount: created.imageCount,
+        domain: created.metadata.domain,
+      });
+      return { ok: true, itemId: created.itemId, imageCount: created.imageCount };
+    } catch (error) {
+      const message = messageForError(error);
+      logger.error("[SNAP_DONE_LINK] import failed", { uid, url, itemId, error });
+      await markImportFailed(uid, itemId, message);
+      throw new HttpsError("internal", message);
+    }
+  }
+);
diff --git a/functions/src/ingestItemFromPhotos.ts b/functions/src/ingestItemFromPhotos.ts
index fc6bdd5..fdf2d99 100644
--- a/functions/src/ingestItemFromPhotos.ts
+++ b/functions/src/ingestItemFromPhotos.ts
@@ -2,6 +2,7 @@ import { createHash, randomUUID } from "node:crypto";
 import { getApps, initializeApp } from "firebase-admin/app";
 import { FieldValue, getFirestore, Timestamp } from "firebase-admin/firestore";
 import { getStorage } from "firebase-admin/storage";
+import { removeBackground } from "@imgly/background-removal-node";
 import { onDocumentWritten } from "firebase-functions/v2/firestore";
 import { logger } from "firebase-functions/v2";
 import sharp from "sharp";
@@ -23,7 +24,12 @@ if (!getApps().length) {
   initializeApp();
 }
 
-type IngestionStatus = "pending" | "processing" | "done" | "failed";
+type IngestionStatus =
+  | "awaiting_confirmation"
+  | "pending"
+  | "processing"
+  | "done"
+  | "failed";
 
 type ItemDoc = {
   images?: {
@@ -118,7 +124,10 @@ type ItemDoc = {
     sourceHash?: string;
     sourceType?: string;
   };
+  itemLifecycleStatus?: string | null;
+  removedAt?: number | null;
   cleanedFromHash?: string;
+  backgroundRemovalMethod?: "client" | "server" | "none";
 };
 
 type RawExtraction = {
@@ -411,6 +420,49 @@ function hashPhotoUrls(urls: string[]): string {
   return createHash("sha1").update(urls.join("|")).digest("hex");
 }
 
+function extractStoragePathFromUrl(url: string): string | null {
+  try {
+    const parsed = new URL(url);
+    if (parsed.hostname === "firebasestorage.googleapis.com") {
+      const marker = "/o/";
+      const markerIndex = parsed.pathname.indexOf(marker);
+      if (markerIndex === -1) return null;
+      const encodedPath = parsed.pathname.slice(markerIndex + marker.length);
+      return decodeURIComponent(encodedPath);
+    }
+    if (parsed.hostname.endsWith(".appspot.com") || parsed.hostname.endsWith(".firebasestorage.app")) {
+      const path = parsed.pathname.replace(/^\/+/, "");
+      return path ? decodeURIComponent(path) : null;
+    }
+    return null;
+  } catch {
+    return null;
+  }
+}
+
+function extractDownloadTokenFromUrl(url: string): string | null {
+  try {
+    return new URL(url).searchParams.get("token");
+  } catch {
+    return null;
+  }
+}
+
+function hasClientCleanedImage(item: ItemDoc): boolean {
+  const values = [
+    ...(Array.isArray(item.images)
+      ? item.images.map((image) => image?.cleanedUrl ?? "")
+      : []),
+    ...(Array.isArray(item.photos?.images)
+      ? item.photos.images.map((image) => image?.cleanedUrl ?? "")
+      : []),
+    item.photos?.cleanedUrl ?? "",
+    item.photos?.cleanedPhotoUrl ?? "",
+    item.cleanedImageUrl ?? "",
+  ];
+  return values.some((value) => /^https?:\/\//i.test(String(value ?? "").trim()));
+}
+
 function clampScore(value: unknown): number {
   const n = Number(value);
   if (!Number.isFinite(n)) return 0.5;
@@ -796,6 +848,86 @@ async function downloadImageBytes(url: string): Promise<Buffer> {
   return Buffer.from(arrayBuffer);
 }
 
+async function hasTransparentPngBackground(bytes: Buffer): Promise<boolean> {
+  const metadata = await sharp(bytes).metadata();
+  if (metadata.format !== "png" || !metadata.hasAlpha) return false;
+
+  const raw = await sharp(bytes)
+    .ensureAlpha()
+    .raw()
+    .toBuffer({ resolveWithObject: true });
+  const channels = raw.info.channels;
+  const data = raw.data;
+  for (let i = channels - 1; i < data.length; i += channels) {
+    if (data[i] < 255) return true;
+  }
+  return false;
+}
+
+async function blobToBuffer(blob: Blob): Promise<Buffer> {
+  const arrayBuffer = await blob.arrayBuffer();
+  return Buffer.from(arrayBuffer);
+}
+
+async function applyServerBackgroundRemoval(params: {
+  uid: string;
+  itemId: string;
+  photoUrl: string;
+  imageBytes: Buffer;
+}): Promise<{
+  bytes: Buffer;
+  method: "server" | "none";
+}> {
+  const { uid, itemId, photoUrl, imageBytes } = params;
+  try {
+    if (await hasTransparentPngBackground(imageBytes)) {
+      logger.info("[BgRemoval] Server-side removal skipped; PNG already has transparency", {
+        uid,
+        itemId,
+      });
+      return { bytes: imageBytes, method: "none" };
+    }
+
+    const storagePath = extractStoragePathFromUrl(photoUrl);
+    if (!storagePath) {
+      logger.warn("[BgRemoval] Server-side removal skipped; unable to parse Storage path", {
+        uid,
+        itemId,
+        photoUrl,
+      });
+      return { bytes: imageBytes, method: "none" };
+    }
+
+    const result = await removeBackground(imageBytes, {
+      output: { format: "image/png", quality: 0.92 },
+    });
+    const pngBytes = await blobToBuffer(result);
+    const token = extractDownloadTokenFromUrl(photoUrl) ?? randomUUID();
+    await getStorage().bucket().file(storagePath).save(pngBytes, {
+      metadata: {
+        contentType: "image/png",
+        metadata: {
+          firebaseStorageDownloadTokens: token,
+        },
+      },
+      resumable: false,
+    });
+    logger.info("[BgRemoval] Server-side removal applied", {
+      uid,
+      itemId,
+      storagePath,
+    });
+    return { bytes: pngBytes, method: "server" };
+  } catch (error) {
+    logger.error("[BgRemoval] Server-side removal failed; continuing original image", {
+      uid,
+      itemId,
+      error: error instanceof Error ? error.message : String(error),
+    });
+    return { bytes: imageBytes, method: "none" };
+  }
+}
+
 function clampBbox(
   bbox: RawExtraction["bbox"],
   width: number,
@@ -1236,29 +1368,77 @@ export const ingestItemFromPhotos = onDocumentWritten(
     if (!after) return;
 
     const photoUrls = extractPhotoUrls(after);
+    const sourceType = String(after.ingestionSource?.sourceType ?? "").trim();
+    const isSnapDoneDraft =
+      after.isDraft === true &&
+      (sourceType === "aura_chat" || sourceType === "aura_product_link");
     const hasPhoto =
       photoUrls.length > 0 || !!String(after.photoUrl ?? "").trim();
     const status = getIngestionStatus(after);
-    logger.info("INGEST CHECK", {
+    const lifecycleStatus = String(after.itemLifecycleStatus ?? "").trim().toLowerCase();
+    const draftState = String(after.draftState ?? "").trim().toLowerCase();
+    const isCancelledOrDeleted =
+      lifecycleStatus === "deleted" ||
+      lifecycleStatus === "candidate" ||
+      draftState === "cancelled" ||
+      draftState === "awaiting_confirmation" ||
+      status === "awaiting_confirmation";
+    logger.info("[INGEST_TRIGGER] item write received", {
       uid,
       itemId,
       status: status || null,
+      sourceType: sourceType || null,
+      isSnapDoneDraft,
+      lifecycleStatus: lifecycleStatus || null,
+      draftState: draftState || null,
+      isDraft: after.isDraft ?? null,
+      hasImagesArray: Array.isArray(after.images),
+      imagesCount: Array.isArray(after.images) ? after.images.length : 0,
       photoUrl: String(after.photoUrl ?? "").trim() || null,
       photosPrimaryUrl: String(after.photos?.primaryUrl ?? "").trim() || null,
       photosUrls: Array.isArray(after.photos?.urls) ? after.photos?.urls : [],
       extractedPhotoUrls: photoUrls,
       hasPhoto,
     });
+    if (isCancelledOrDeleted) {
+      logger.info("[INGEST_VALIDATE] skipping cancelled, deleted, or candidate item", {
+        uid,
+        itemId,
+        status,
+        lifecycleStatus: lifecycleStatus || null,
+        draftState: draftState || null,
+      });
+      return;
+    }
     if (status === "processing" || status === "done") {
-      logger.info("Skipping ingestion: active or terminal status", {
+      logger.info("[INGEST_VALIDATE] skipping active or terminal status", {
+        uid,
+        itemId,
+        status,
+        sourceType: sourceType || null,
+        isSnapDoneDraft,
+      });
+      return;
+    }
+    if (draftState === "awaiting_confirmation" || draftState === "cancelled") {
+      logger.info("Skipping ingestion: awaiting user confirmation", {
         uid,
         itemId,
         status,
+        draftState: draftState || null,
       });
       return;
     }
     if (!hasPhoto) {
-      logger.info("Skipping ingestion: no photo URLs", { uid, itemId });
+      logger.info("[INGEST_VALIDATE] skipping no photo URLs", {
+        uid,
+        itemId,
+        sourceType: sourceType || null,
+        isSnapDoneDraft,
+        hasImagesArray: Array.isArray(after.images),
+        imagesCount: Array.isArray(after.images) ? after.images.length : 0,
+        hasPhotosMap: !!after.photos,
+      });
       return;
     }
 
@@ -1337,7 +1517,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
         !alreadyProcessedCurrentSource ||
         explicitRetryRequested);
 
-    logger.info("Ingestion trigger decision", {
+    logger.info("[INGEST_VALIDATE] trigger decision", {
       uid,
       itemId,
       beforeExists: !!before,
@@ -1368,7 +1548,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
     });
 
     if (!shouldRun) {
-      logger.info("Skipping ingestion: conditions not met", {
+      logger.info("[INGEST_VALIDATE] skipping conditions not met", {
         uid,
         itemId,
         status: status ?? "missing",
@@ -1393,7 +1573,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       latestData?.ingestion?.lastProcessedSourceHash ?? "",
     ).trim();
     if (latestStatus === "processing" || latestStatus === "done") {
-      logger.info("Skipping ingestion: latest state already active/terminal", {
+      logger.info("[INGEST_VALIDATE] skipping latest state already active/terminal", {
         uid,
         itemId,
         latestStatus,
@@ -1406,7 +1586,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       latestProcessedSourceHash === currentSourceHash
     ) {
       logger.info(
-        "Skipping ingestion: latest source already processed for current hash",
+        "[INGEST_VALIDATE] skipping latest source already processed for current hash",
         {
           uid,
           itemId,
@@ -1419,7 +1599,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
 
     if (after.cleanedFromHash === currentSourceHash) {
       logger.info(
-        "Skipping ingestion: cleanedFromHash already matches current source",
+        "[INGEST_VALIDATE] skipping cleanedFromHash already matches current source",
         {
           uid,
           itemId,
@@ -1430,15 +1610,19 @@ export const ingestItemFromPhotos = onDocumentWritten(
     }
 
     const runId = randomUUID();
-    logger.info("Ingestion transition", {
+    logger.info("[INGEST_START] transition to processing", {
       uid,
       itemId,
+      isSnapDoneDraft,
       from: status ?? "missing",
       to: "processing",
     });
     await ref.set(
       {
         ...(after.isDraft === true ? { draftState: "ingesting" } : {}),
+        itemLifecycleStatus: "processing",
+        ingestionStatus: "processing",
+        backgroundRemovalMethod: hasClientCleanedImage(after) ? "client" : "none",
         ingestion: {
           runId,
           status: "processing",
@@ -1451,6 +1635,20 @@ export const ingestItemFromPhotos = onDocumentWritten(
     );
 
     try {
+      let backgroundRemovalMethod: "client" | "server" | "none" =
+        hasClientCleanedImage(after) ? "client" : "none";
+      let originalBytes = await downloadImageBytes(photoUrls[0]);
+      if (backgroundRemovalMethod !== "client") {
+        const serverRemoval = await applyServerBackgroundRemoval({
+          uid,
+          itemId,
+          photoUrl: photoUrls[0],
+          imageBytes: originalBytes,
+        });
+        originalBytes = serverRemoval.bytes;
+        backgroundRemovalMethod = serverRemoval.method;
+      }
+
       const extracted = await extractWithOpenAI(photoUrls);
       let warning: string | null = null;
       const storedImageCandidates: {
@@ -1475,6 +1673,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
           isPrimary: Boolean(image?.isPrimary),
         }))
         .filter((image) => image.originalUrl);
+      const primaryStoredImage =
+        storedImages.find((image) => image.isPrimary) ?? storedImages[0] ?? null;
+      const primaryCleanedUrl = String(primaryStoredImage?.cleanedUrl ?? "").trim() || null;
 
       let category = normalizeCategory(extracted.category);
       let subCategory = normalizeSubCategory(extracted.subCategory);
@@ -1634,7 +1835,6 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const aiDisplayColor = normalizeDisplayColorValue(extracted.displayColor);
       const aiDisplayColors = normalizeDisplayColors(extracted.displayColors);
 
-      const originalBytes = await downloadImageBytes(photoUrls[0]);
       const metadata = await sharp(originalBytes).metadata();
       const imageWidth = metadata.width ?? 0;
       const imageHeight = metadata.height ?? 0;
@@ -1813,13 +2013,8 @@ export const ingestItemFromPhotos = onDocumentWritten(
           seasonTags,
           aestheticTags,
           crop: cropRect.normalized,
-          photos: {
-            primaryUrl: photoUrls[0],
-            urls: photoUrls,
-            images: storedImages,
-            croppedUrl,
-            thumbUrl,
-          },
+          "photos.croppedUrl": croppedUrl,
+          "photos.thumbUrl": thumbUrl,
           finalColors,
           ...(finalColorLabel ? { finalColorLabel } : {}),
           finalPrimaryColor,
@@ -1828,6 +2023,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
           detailTags,
           confidenceSummary,
           generatedName: inferredName,
+          backgroundRemovalMethod,
           colorSource: hasUserColorOverride ? "user" : "ai",
           formalityScore,
           warmthScore,
@@ -1864,13 +2060,43 @@ export const ingestItemFromPhotos = onDocumentWritten(
               : brand,
           generatedName: inferredName,
           lastProcessedSourceHash: currentSourceHash,
+          backgroundRemovalMethod,
         },
       });
 
       const latestBeforeDone = await ref.get();
+      if (!latestBeforeDone.exists) {
+        logger.warn("[INGEST_VALIDATE] skipping completion because item doc was hard-deleted", {
+          uid,
+          itemId,
+          runId,
+        });
+        return;
+      }
       const latestRunId = String(
         latestBeforeDone.get("ingestion.runId") ?? "",
       ).trim();
+      const latestDraftState = String(
+        latestBeforeDone.get("draftState") ?? "",
+      ).trim().toLowerCase();
+      const latestLifecycleStatus = String(
+        latestBeforeDone.get("itemLifecycleStatus") ?? "",
+      ).trim().toLowerCase();
+      if (
+        latestDraftState === "cancelled" ||
+        latestDraftState === "awaiting_confirmation" ||
+        latestLifecycleStatus === "deleted" ||
+        latestLifecycleStatus === "candidate"
+      ) {
+        logger.warn("[INGEST_VALIDATE] skipping completion because item was removed or is candidate-only", {
+          uid,
+          itemId,
+          runId,
+          latestDraftState,
+          latestLifecycleStatus,
+        });
+        return;
+      }
       if (latestRunId && latestRunId !== runId) {
         logger.warn("Skipping stale ingestion completion write", {
           uid,
@@ -1881,21 +2107,85 @@ export const ingestItemFromPhotos = onDocumentWritten(
         return;
       }
 
+      const latestImageCandidates: {
+        originalUrl?: string | null;
+        cleanedUrl?: string | null;
+        isPrimary?: boolean;
+      }[] = Array.isArray(latestBeforeDone.get("images"))
+        ? latestBeforeDone.get("images")
+        : Array.isArray(latestBeforeDone.get("photos.images"))
+          ? latestBeforeDone.get("photos.images")
+          : [];
+      const latestImages = latestImageCandidates
+        .map((image) => ({
+          originalUrl: String(image?.originalUrl ?? "").trim(),
+          ...(String(image?.cleanedUrl ?? "").trim()
+            ? { cleanedUrl: String(image?.cleanedUrl ?? "").trim() }
+            : {}),
+          isPrimary: Boolean(image?.isPrimary),
+        }))
+        .filter((image) => image.originalUrl);
+      const latestPrimaryImage =
+        latestImages.find((image) => image.isPrimary) ?? latestImages[0] ?? null;
+      const preservedOriginalImageUrl =
+        String(
+          latestPrimaryImage?.originalUrl ??
+            latestBeforeDone.get("originalImageUrl") ??
+            primaryStoredImage?.originalUrl ??
+            after.originalImageUrl ??
+            photoUrls[0] ??
+            "",
+        ).trim() || photoUrls[0];
+      const preservedCleanedImageUrl =
+        String(
+          latestPrimaryImage?.cleanedUrl ??
+            latestBeforeDone.get("cleanedImageUrl") ??
+            latestBeforeDone.get("photos.cleanedUrl") ??
+            primaryCleanedUrl ??
+            after.cleanedImageUrl ??
+            "",
+        ).trim() || null;
+      const preservedImages =
+        latestImages.length > 0
+          ? latestImages
+          : storedImages.map((image, index) => ({
+              originalUrl:
+                index === 0 ? preservedOriginalImageUrl : image.originalUrl,
+              ...(index === 0 && preservedCleanedImageUrl
+                ? { cleanedUrl: preservedCleanedImageUrl }
+                : image.cleanedUrl
+                  ? { cleanedUrl: image.cleanedUrl }
+                  : {}),
+              isPrimary: image.isPrimary,
+            }));
+      const preservedPrimaryDisplayUrl =
+        preservedCleanedImageUrl ??
+        (String(
+          latestBeforeDone.get("photoUrl") ??
+            latestBeforeDone.get("photos.primaryUrl") ??
+            preservedOriginalImageUrl,
+        ).trim() ||
+          preservedOriginalImageUrl);
+      const preservedPhotoUrls = Array.isArray(latestBeforeDone.get("imageUrls"))
+        ? latestBeforeDone
+            .get("imageUrls")
+            .map((value: unknown) => String(value ?? "").trim())
+            .filter(Boolean)
+        : photoUrls;
+
       await ref.set(
         {
           cleanedFromHash: currentSourceHash,
-          originalImageUrl:
-            storedImages.find((image) => image.isPrimary)?.originalUrl ??
-            storedImages[0]?.originalUrl ??
-            after.originalImageUrl ??
-            photoUrls[0],
-          cleanedImageUrl:
-            storedImages.find((image) => image.isPrimary)?.cleanedUrl ??
-            storedImages[0]?.cleanedUrl ??
-            after.cleanedImageUrl ??
-            null,
-          images: storedImages,
-          ...(after.isDraft === true ? { draftState: "photo_uploaded" } : {}),
+          originalImageUrl: preservedOriginalImageUrl,
+          cleanedImageUrl: preservedCleanedImageUrl,
+          photoUrl: preservedPrimaryDisplayUrl,
+          imageUrls: preservedPhotoUrls,
+          images: preservedImages,
+          ...(after.isDraft === true
+            ? isSnapDoneDraft
+              ? { isDraft: false, draftState: "ready", itemLifecycleStatus: "ready" }
+              : { draftState: "photo_uploaded", itemLifecycleStatus: "needs_review" }
+            : {}),
           ...(!String(after.name ?? "").trim() && inferredName
             ? { name: inferredName }
             : {}),
@@ -1980,12 +2270,21 @@ export const ingestItemFromPhotos = onDocumentWritten(
           formalityScore,
           warmthScore,
           photos: {
-            primaryUrl: photoUrls[0],
-            urls: photoUrls,
-            images: storedImages,
+            originalUrl: preservedOriginalImageUrl,
+            primaryUrl: preservedPrimaryDisplayUrl,
+            urls: preservedPhotoUrls,
+            images: preservedImages,
+            ...(preservedCleanedImageUrl
+              ? {
+                  cleanedUrl: preservedCleanedImageUrl,
+                  cleanedSource: "vision",
+                }
+              : {}),
             croppedUrl,
             thumbUrl,
           },
+          backgroundRemovalMethod,
+          ingestionStatus: "done",
           ingestion: {
             runId,
             status: "done",
@@ -2000,9 +2299,11 @@ export const ingestItemFromPhotos = onDocumentWritten(
         { merge: true },
       );
 
-      logger.info("Ingestion transition", {
+      logger.info("[INGEST_SUCCESS] transition to done", {
         uid,
         itemId,
+        isSnapDoneDraft,
+        finalizedDraft: isSnapDoneDraft,
         from: "processing",
         to: "done",
         category,
@@ -2017,17 +2318,33 @@ export const ingestItemFromPhotos = onDocumentWritten(
     } catch (error) {
       const message =
         error instanceof Error ? error.message : "Unknown ingestion error";
-      logger.error("Ingestion failed", { uid, itemId, error: message });
+      logger.error("[INGEST_ERROR] ingestion failed", {
+        uid,
+        itemId,
+        isSnapDoneDraft,
+        error: message,
+      });
 
       const latest = await ref.get();
+      if (!latest.exists) {
+        logger.warn("[INGEST_ERROR] skipping failure write because item doc was hard-deleted", {
+          uid,
+          itemId,
+          runId,
+          error: message,
+        });
+        return;
+      }
       const latestStatus = String(
         latest.get("ingestion.status") ?? latest.get("ingestionStatus") ?? "",
       )
         .trim()
         .toLowerCase();
       const latestRunId = String(latest.get("ingestion.runId") ?? "").trim();
+      const latestDraftState = String(latest.get("draftState") ?? "").trim().toLowerCase();
+      const latestLifecycleStatus = String(latest.get("itemLifecycleStatus") ?? "").trim().toLowerCase();
       if (latestStatus === "done") {
-        logger.warn("Ingestion failure ignored because item is already done", {
+        logger.warn("[INGEST_ERROR] failure ignored because item is already done", {
           uid,
           itemId,
           error: message,
@@ -2035,7 +2352,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
         return;
       }
       if (latestRunId && latestRunId !== runId) {
-        logger.warn("Skipping stale ingestion failure write", {
+        logger.warn("[INGEST_ERROR] skipping stale failure write", {
           uid,
           itemId,
           runId,
@@ -2044,10 +2361,28 @@ export const ingestItemFromPhotos = onDocumentWritten(
         });
         return;
       }
+      if (
+        latestDraftState === "cancelled" ||
+        latestDraftState === "awaiting_confirmation" ||
+        latestLifecycleStatus === "deleted" ||
+        latestLifecycleStatus === "candidate"
+      ) {
+        logger.warn("[INGEST_ERROR] skipping failure write because item was removed or is candidate-only", {
+          uid,
+          itemId,
+          runId,
+          latestDraftState,
+          latestLifecycleStatus,
+          error: message,
+        });
+        return;
+      }
 
       await ref.set(
         {
           ...(after.isDraft === true ? { draftState: "failed" } : {}),
+          itemLifecycleStatus: "failed",
+          ingestionStatus: "failed",
           ingestion: {
             runId,
             status: "failed",
diff --git a/src/addItem/AddItemWizard.tsx b/src/addItem/AddItemWizard.tsx
index 2764405..d61e1ff 100644
--- a/src/addItem/AddItemWizard.tsx
+++ b/src/addItem/AddItemWizard.tsx
@@ -86,7 +86,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                   <Text style={styles.btnSecondaryText}>Back</Text>
                 </Pressable>
 
-                <Text style={{ fontSize: 22, fontWeight: "800", color: colors.text }}>
+                <Text style={{ fontSize: 22, fontWeight: "800", color: colors.text, letterSpacing: -0.5 }}>
                   {state.isEdit ? "Edit Item" : "Add Item"}
                 </Text>
 
diff --git a/src/addItem/hooks/useItemDraft.ts b/src/addItem/hooks/useItemDraft.ts
index b1e4080..e2a81a1 100644
--- a/src/addItem/hooks/useItemDraft.ts
+++ b/src/addItem/hooks/useItemDraft.ts
@@ -15,6 +15,7 @@ import { Alert, LayoutAnimation, Platform, UIManager } from "react-native";
 
 import { norm, normColor } from "../controllerShared";
 import { db } from "../../lib/firebase";
+import { Toast } from "../../lib/toast";
 import { normalizeCategoryForStorage } from "../../lib/items";
 import {
   Category,
@@ -435,14 +436,20 @@ export function useItemDraft({
         images: nextPhoto.images,
       };
       if (isEdit) {
+        const existingSnap = await getDoc(itemRef);
+        const existingData = existingSnap.exists() ? (existingSnap.data() as any) : null;
+        const isConfirmationDraft =
+          existingData?.isDraft === true &&
+          existingData?.draftState === "awaiting_confirmation";
         const updatePayload: Record<string, any> = {
           ...payload,
           "photos.originalUrl": nextPhoto.originalUrl ?? nextPhoto.photoUrl,
           "photos.primaryUrl": nextPhoto.photoUrl,
           "photos.urls": nextPhoto.imageUrls,
           "photos.images": nextPhoto.images,
+          isDraft: false,
           draftState: "ready",
-          ...(photo.state.pendingPhotoUri && canKickoffIngestion
+          ...((photo.state.pendingPhotoUri || isConfirmationDraft) && canKickoffIngestion
             ? {
                 ingestion: {
                   status: "pending",
@@ -506,7 +513,7 @@ export function useItemDraft({
             submissionKey,
           });
         }
-        Alert.alert("Added ✅", "Item added to wardrobe.");
+        Toast.itemAdded();
         await resetCreateFlow?.("post-save");
         extraction.actions.stopDraftSubscription?.();
         finalizedAndExiting = true;
@@ -566,7 +573,7 @@ export function useItemDraft({
           submissionKey,
         });
       }
-      Alert.alert("Added ✅", "Item added to wardrobe.");
+      Toast.itemAdded();
       await resetCreateFlow?.("post-save");
       extraction.actions.stopDraftSubscription?.();
       finalizedAndExiting = true;
diff --git a/src/addItem/hooks/useItemExtraction.ts b/src/addItem/hooks/useItemExtraction.ts
index 4172313..94e5c74 100644
--- a/src/addItem/hooks/useItemExtraction.ts
+++ b/src/addItem/hooks/useItemExtraction.ts
@@ -910,6 +910,7 @@ export function useItemExtraction({
             localUri: localPhotoUri,
             cleanedLocalUri,
             normalizedLocalUri,
+            saveNormalizedAsCleaned: true,
             originalWidth,
           }),
           UPLOAD_TIMEOUT_MS,
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index 237c0b9..12294fd 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -19,6 +19,7 @@ import {
   isVisionBackgroundRemovalAvailable,
   removeBackground,
 } from "../../bg/removeBackground";
+import { normalizeCutoutImage } from "../../lib/cutoutNormalize";
 import { detectBrandLogo } from "../../lib/detectBrandLogo";
 import { db } from "../../lib/firebase";
 import { uploadItemPhoto } from "../../lib/uploadImage";
@@ -49,6 +50,14 @@ type SelectedPhotoEntry = {
   hasTransparency: boolean;
   transparentPixelRatio: number;
   maskUri: string | null;
+  contentBounds?: {
+    x: number;
+    y: number;
+    width: number;
+    height: number;
+  } | null;
+  cutoutWidth?: number | null;
+  cutoutHeight?: number | null;
   visualNormalization: VisualNormalization | null;
   uploaded?: UploadedPhotoRecord | null;
 };
@@ -71,8 +80,6 @@ type ResolvedPhotoFields = {
 };
 
 const MIN_USABLE_CUTOUT_TRANSPARENCY = 0.05;
-const TRIM_GUARD_PIXELS = 2;
-const NORMALIZED_CANVAS_PADDING_RATIO = 0.14;
 
 function makeSelectedPhotoId() {
   return randomId();
@@ -109,6 +116,8 @@ export function usePhotoStep({
   extractionRef: MutableRefObject<any>;
   beginAsyncRequest: () => { sessionId: string; requestId: number };
 }) {
+  const selectedCategory = draft?.derived?.selectedCategory ?? draft?.state?.category ?? null;
+  const selectedSubCategory = draft?.state?.subCategory ?? null;
   const [uploadingPhoto, setUploadingPhoto] = useState(false);
   const [uploadError, setUploadError] = useState<string | null>(null);
   const [bgRemovalError, setBgRemovalError] = useState<string | null>(null);
@@ -144,6 +153,7 @@ export function usePhotoStep({
   );
   const [selectedPhotos, setSelectedPhotos] = useState<SelectedPhotoEntry[]>([]);
   const [primaryPhotoId, setPrimaryPhotoId] = useState<string | null>(null);
+  const selectedPhotoIdsKey = selectedPhotos.map((entry) => entry.id).join("|");
 
   const lastCompletedRefineKeyRef = useRef("");
   const latestRefineRequestIdRef = useRef(0);
@@ -152,6 +162,7 @@ export function usePhotoStep({
   const latestUploadAttemptIdRef = useRef(0);
   const syncedPreviewUriRef = useRef<string | null>(null);
   const refineExecCountRef = useRef(0);
+  const selectedPhotosRef = useRef<SelectedPhotoEntry[]>([]);
 
   const clearPendingCutoutState = useCallback((reason: string) => {
     void reason;
@@ -291,6 +302,10 @@ export function usePhotoStep({
     setServerCleanedUrl(entry.uploaded?.cleanedUrl ?? null);
   }, [commitPendingCutoutState]);
 
+  useEffect(() => {
+    selectedPhotosRef.current = selectedPhotos;
+  }, [selectedPhotos]);
+
   useEffect(() => {
     const primary =
       selectedPhotos.find((entry) => entry.id === primaryPhotoId) ??
@@ -353,108 +368,46 @@ export function usePhotoStep({
       imageWidth?: number | null;
       imageHeight?: number | null;
     }) => {
-      const { cutoutUri, contentBounds, imageWidth, imageHeight } = params;
-      if (__DEV__) {
-        console.log("[AddItemPreview] normalized:start", {
-          cutoutUri,
-          imageWidth,
-          imageHeight,
-          contentBounds,
-        });
-      }
-      if (!contentBounds || !imageWidth || !imageHeight) {
-        if (__DEV__) {
-          console.log("[AddItemPreview] normalized:fallback", {
-            reason: "missing_content_bounds_or_dimensions",
-            fallbackUri: cutoutUri,
-          });
-        }
-        return cutoutUri;
-      }
-
-      const sourceWidth = Math.max(1, Math.round(imageWidth));
-      const sourceHeight = Math.max(1, Math.round(imageHeight));
-      const rawX = Math.max(0, Math.round(contentBounds.x));
-      const rawY = Math.max(0, Math.round(contentBounds.y));
-      const rawWidth = Math.max(1, Math.round(contentBounds.width));
-      const rawHeight = Math.max(1, Math.round(contentBounds.height));
-      const trimOriginX = Math.max(0, rawX - TRIM_GUARD_PIXELS);
-      const trimOriginY = Math.max(0, rawY - TRIM_GUARD_PIXELS);
-      const trimWidth = Math.min(
-        sourceWidth - trimOriginX,
-        rawWidth + TRIM_GUARD_PIXELS * 2
-      );
-      const trimHeight = Math.min(
-        sourceHeight - trimOriginY,
-        rawHeight + TRIM_GUARD_PIXELS * 2
-      );
-
-      if (trimWidth <= 0 || trimHeight <= 0) {
-        if (__DEV__) {
-          console.log("[AddItemPreview] normalized:fallback", {
-            reason: "invalid_trim_size",
-            trimWidth,
-            trimHeight,
-            fallbackUri: cutoutUri,
-          });
-        }
-        return cutoutUri;
-      }
-
-      const trimmed = await ImageManipulator.manipulateAsync(
-        cutoutUri,
-        [{ crop: { originX: trimOriginX, originY: trimOriginY, width: trimWidth, height: trimHeight } }],
-        { compress: 1, format: ImageManipulator.SaveFormat.PNG }
-      );
-
-      const trimmedWidth = Math.max(1, Math.round(trimmed.width ?? trimWidth));
-      const trimmedHeight = Math.max(1, Math.round(trimmed.height ?? trimHeight));
-      const maxTrimmedDimension = Math.max(trimmedWidth, trimmedHeight);
-      const canvasSize = Math.max(
-        trimmedWidth,
-        trimmedHeight,
-        Math.round(maxTrimmedDimension * (1 + NORMALIZED_CANVAS_PADDING_RATIO * 2))
-      );
-      const centeredX = Math.round((canvasSize - trimmedWidth) / 2);
-      const centeredY = Math.round((canvasSize - trimmedHeight) / 2);
-
-      if (__DEV__) {
-        console.log("[AddItemPreview] normalized:trimmed", {
-          trimmedSize: `${trimmedWidth}x${trimmedHeight}`,
-          trimOrigin: { x: trimOriginX, y: trimOriginY },
-          canvasSize,
-          centeredOrigin: { x: centeredX, y: centeredY },
-        });
-      }
-
-      const normalized = await ImageManipulator.manipulateAsync(
-        trimmed.uri,
-        [
-          {
-            extent: {
-              originX: centeredX,
-              originY: centeredY,
-              width: canvasSize,
-              height: canvasSize,
-              backgroundColor: "#00000000",
-            },
-          },
-        ],
-        { compress: 1, format: ImageManipulator.SaveFormat.PNG }
-      );
-
+      const normalized = await normalizeCutoutImage({
+        ...params,
+        category: selectedCategory,
+        subCategory: selectedSubCategory,
+      });
       if (__DEV__) {
         console.log("[AddItemPreview] normalized:success", {
           normalizedUri: normalized.uri,
-          cutoutUri,
-          normalizedSize: `${canvasSize}x${canvasSize}`,
-          distinctFromCutout: normalized.uri !== cutoutUri,
+          cutoutUri: params.cutoutUri,
+          normalizedSize:
+            normalized.outputWidth && normalized.outputHeight
+              ? `${normalized.outputWidth}x${normalized.outputHeight}`
+              : null,
+          scaleRatioUsed: normalized.scaleRatio,
+          distinctFromCutout: normalized.uri !== params.cutoutUri,
         });
       }
 
-      return normalized.uri || trimmed.uri || cutoutUri;
+      return normalized.uri;
     },
-    []
+    [selectedCategory, selectedSubCategory]
+  );
+
+  const analyzeCurrentVisualNormalization = useCallback(
+    async (params: {
+      contentBounds?: {
+        x: number;
+        y: number;
+        width: number;
+        height: number;
+      } | null;
+      imageWidth?: number | null;
+      imageHeight?: number | null;
+    }) =>
+      analyzeCutoutVisualNormalization({
+        ...params,
+        category: selectedCategory,
+        subCategory: selectedSubCategory,
+      }),
+    [selectedCategory, selectedSubCategory]
   );
 
   const runBackgroundRemoval = useCallback(
@@ -520,7 +473,7 @@ export function usePhotoStep({
             })
           : null;
       const visualNormalization = usableCutout
-        ? await analyzeCutoutVisualNormalization({
+        ? await analyzeCurrentVisualNormalization({
             contentBounds: cutout.contentBounds,
             imageWidth: cutout.width,
             imageHeight: cutout.height,
@@ -556,6 +509,7 @@ export function usePhotoStep({
     originalPickedPhotoUri,
     pendingPhotoWidth,
     refineValue,
+    analyzeCurrentVisualNormalization,
     runBackgroundRemoval,
   ]);
 
@@ -610,7 +564,7 @@ export function usePhotoStep({
                 })
               : null;
           const visualNormalization = usableCutout
-            ? await analyzeCutoutVisualNormalization({
+            ? await analyzeCurrentVisualNormalization({
                 contentBounds: cutout.contentBounds,
                 imageWidth: cutout.width,
                 imageHeight: cutout.height,
@@ -662,6 +616,7 @@ export function usePhotoStep({
       extractionRef,
       originalPickedPhotoUri,
       pendingPhotoWidth,
+      analyzeCurrentVisualNormalization,
       runBackgroundRemoval,
     ]
   );
@@ -837,7 +792,7 @@ export function usePhotoStep({
 
       const visualNormalization =
         cutoutUri && cutoutContentBounds && cutoutWidth && cutoutHeight
-          ? await analyzeCutoutVisualNormalization({
+          ? await analyzeCurrentVisualNormalization({
               contentBounds: cutoutContentBounds,
               imageWidth: cutoutWidth,
               imageHeight: cutoutHeight,
@@ -869,13 +824,96 @@ export function usePhotoStep({
         hasTransparency: cutoutHasTransparency,
         transparentPixelRatio: cutoutTransparencyRatio,
         maskUri: cutoutMaskUri,
+        contentBounds: cutoutContentBounds,
+        cutoutWidth,
+        cutoutHeight,
         visualNormalization,
         uploaded: null,
       };
     },
-    [buildNormalizedPreviewCutout, normalizeImageForCutout, runBackgroundRemoval]
+    [
+      analyzeCurrentVisualNormalization,
+      buildNormalizedPreviewCutout,
+      normalizeImageForCutout,
+      runBackgroundRemoval,
+    ]
   );
 
+  useEffect(() => {
+    let cancelled = false;
+    const entries = selectedPhotosRef.current;
+    const canReprocess = entries.some(
+      (entry) =>
+        !!entry.cleanedLocalUri &&
+        !!entry.contentBounds &&
+        !!entry.cutoutWidth &&
+        !!entry.cutoutHeight
+    );
+
+    if (!canReprocess) {
+      return;
+    }
+
+    const reprocessSelectedPhotos = async () => {
+      const nextEntries = await Promise.all(
+        entries.map(async (entry) => {
+          if (
+            !entry.cleanedLocalUri ||
+            !entry.contentBounds ||
+            !entry.cutoutWidth ||
+            !entry.cutoutHeight
+          ) {
+            return entry;
+          }
+
+          const normalizedLocalUri = await buildNormalizedPreviewCutout({
+            cutoutUri: entry.cleanedLocalUri,
+            contentBounds: entry.contentBounds,
+            imageWidth: entry.cutoutWidth,
+            imageHeight: entry.cutoutHeight,
+          });
+          const visualNormalization = await analyzeCurrentVisualNormalization({
+            contentBounds: entry.contentBounds,
+            imageWidth: entry.cutoutWidth,
+            imageHeight: entry.cutoutHeight,
+          });
+
+          return {
+            ...entry,
+            normalizedLocalUri,
+            visualNormalization,
+            uploaded: null,
+          };
+        })
+      );
+
+      if (cancelled) {
+        return;
+      }
+
+      setSelectedPhotos((prev) => {
+        if (!prev.length) {
+          return prev;
+        }
+        return nextEntries;
+      });
+      setUploadedPhotoRecord(null);
+    };
+
+    void reprocessSelectedPhotos();
+
+    return () => {
+      cancelled = true;
+    };
+  }, [
+    analyzeCurrentVisualNormalization,
+    buildNormalizedPreviewCutout,
+    primaryPhotoId,
+    selectedPhotoIdsKey,
+    selectedCategory,
+    selectedSubCategory,
+  ]);
+
   const pickPhoto = useCallback(async (source: "library" | "camera") => {
     try {
       const perm =
@@ -1053,6 +1091,7 @@ export function usePhotoStep({
                 localUri: entry.localUri,
                 cleanedLocalUri: entry.cleanedLocalUri,
                 normalizedLocalUri: entry.normalizedLocalUri,
+                saveNormalizedAsCleaned: entry.id === primaryId,
                 originalWidth: entry.originalWidth,
               }),
               UPLOAD_TIMEOUT_MS,
@@ -1162,6 +1201,7 @@ export function usePhotoStep({
             localUri: pendingPhotoUri,
             cleanedLocalUri: pendingCleanedPhotoUri,
             normalizedLocalUri: pendingNormalizedPreviewUri,
+            saveNormalizedAsCleaned: true,
             originalWidth: pendingPhotoWidth,
           }),
           UPLOAD_TIMEOUT_MS,
diff --git a/src/lib/cutoutNormalize.ts b/src/lib/cutoutNormalize.ts
new file mode 100644
index 0000000..ccda916
--- /dev/null
+++ b/src/lib/cutoutNormalize.ts
@@ -0,0 +1,312 @@
+import * as ImageManipulator from "expo-image-manipulator";
+
+const TRIM_GUARD_PIXELS = 2;
+const CUTOUT_NORMALIZE_LOG = "[CUTOUT_NORMALIZE]";
+const MIN_CANVAS_EDGE = 640;
+const MAX_CANVAS_EDGE = 1400;
+
+export type CutoutBoundsInput = {
+  cutoutUri: string;
+  contentBounds?: {
+    x: number;
+    y: number;
+    width: number;
+    height: number;
+  } | null;
+  imageWidth?: number | null;
+  imageHeight?: number | null;
+  category?: string | null;
+  subCategory?: string | null;
+  type?: string | null;
+};
+
+export type CutoutNormalizationResult = {
+  uri: string;
+  outputWidth: number | null;
+  outputHeight: number | null;
+  scaleRatio: number | null;
+};
+
+type CutoutNormalizationProfile = {
+  canvasAspectRatio: number;
+  paddingXRatio: number;
+  paddingTopRatio: number;
+  paddingBottomRatio: number;
+  targetContentWidthRatio: number;
+  targetContentHeightRatio: number;
+};
+
+function normalizeToken(value?: string | null) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ");
+}
+
+function clamp(value: number, min: number, max: number) {
+  return Math.max(min, Math.min(max, value));
+}
+
+function getCutoutNormalizationProfile(input: {
+  category?: string | null;
+  subCategory?: string | null;
+  type?: string | null;
+}): CutoutNormalizationProfile {
+  const joined = [
+    normalizeToken(input.category),
+    normalizeToken(input.subCategory),
+    normalizeToken(input.type),
+  ].join(" ");
+
+  if (
+    joined.includes("jacket") ||
+    joined.includes("coat") ||
+    joined.includes("overshirt") ||
+    joined.includes("hoodie") ||
+    joined.includes("outerwear")
+  ) {
+    return {
+      canvasAspectRatio: 0.84,
+      paddingXRatio: 0.12,
+      paddingTopRatio: 0.09,
+      paddingBottomRatio: 0.12,
+      targetContentWidthRatio: 0.78,
+      targetContentHeightRatio: 0.8,
+    };
+  }
+
+  if (
+    joined.includes("shirt") ||
+    joined.includes("blouse") ||
+    joined.includes("tee") ||
+    joined.includes("t-shirt") ||
+    joined.includes("top") ||
+    joined.includes("polo") ||
+    joined.includes("sweater") ||
+    joined.includes("crop top")
+  ) {
+    return {
+      canvasAspectRatio: 0.84,
+      paddingXRatio: 0.13,
+      paddingTopRatio: 0.11,
+      paddingBottomRatio: 0.14,
+      targetContentWidthRatio: 0.76,
+      targetContentHeightRatio: 0.76,
+    };
+  }
+
+  if (
+    joined.includes("pants") ||
+    joined.includes("trousers") ||
+    joined.includes("jeans") ||
+    joined.includes("bottom") ||
+    joined.includes("skirt") ||
+    joined.includes("dress") ||
+    joined.includes("jumpsuit") ||
+    joined.includes("romper")
+  ) {
+    return {
+      canvasAspectRatio: 0.72,
+      paddingXRatio: 0.12,
+      paddingTopRatio: 0.08,
+      paddingBottomRatio: 0.09,
+      targetContentWidthRatio: 0.74,
+      targetContentHeightRatio: 0.84,
+    };
+  }
+
+  if (
+    joined.includes("shoe") ||
+    joined.includes("sneaker") ||
+    joined.includes("loafer") ||
+    joined.includes("boot") ||
+    joined.includes("heel") ||
+    joined.includes("footwear")
+  ) {
+    return {
+      canvasAspectRatio: 1.18,
+      paddingXRatio: 0.12,
+      paddingTopRatio: 0.2,
+      paddingBottomRatio: 0.08,
+      targetContentWidthRatio: 0.78,
+      targetContentHeightRatio: 0.62,
+    };
+  }
+
+  if (
+    joined.includes("watch") ||
+    joined.includes("glasses") ||
+    joined.includes("sunglasses") ||
+    joined.includes("bracelet") ||
+    joined.includes("necklace") ||
+    joined.includes("ring") ||
+    joined.includes("earrings")
+  ) {
+    return {
+      canvasAspectRatio: 1,
+      paddingXRatio: 0.2,
+      paddingTopRatio: 0.2,
+      paddingBottomRatio: 0.2,
+      targetContentWidthRatio: 0.56,
+      targetContentHeightRatio: 0.56,
+    };
+  }
+
+  if (
+    joined.includes("bag") ||
+    joined.includes("handbag") ||
+    joined.includes("backpack") ||
+    joined.includes("crossbody")
+  ) {
+    return {
+      canvasAspectRatio: 0.96,
+      paddingXRatio: 0.16,
+      paddingTopRatio: 0.15,
+      paddingBottomRatio: 0.15,
+      targetContentWidthRatio: 0.7,
+      targetContentHeightRatio: 0.72,
+    };
+  }
+
+  return {
+    canvasAspectRatio: 0.9,
+    paddingXRatio: 0.16,
+    paddingTopRatio: 0.14,
+    paddingBottomRatio: 0.16,
+    targetContentWidthRatio: 0.72,
+    targetContentHeightRatio: 0.74,
+  };
+}
+
+export async function normalizeCutoutImage(
+  input: CutoutBoundsInput
+): Promise<CutoutNormalizationResult> {
+  const { cutoutUri, contentBounds, imageWidth, imageHeight } = input;
+  const profile = getCutoutNormalizationProfile(input);
+  console.log(CUTOUT_NORMALIZE_LOG, "start", {
+    cutoutUri,
+    originalCleanedDimensions:
+      imageWidth && imageHeight ? `${Math.round(imageWidth)}x${Math.round(imageHeight)}` : null,
+    profile,
+  });
+
+  if (!contentBounds || !imageWidth || !imageHeight) {
+    console.log(CUTOUT_NORMALIZE_LOG, "fallback", {
+      reason: "missing_content_bounds_or_dimensions",
+    });
+    return {
+      uri: cutoutUri,
+      outputWidth: imageWidth ?? null,
+      outputHeight: imageHeight ?? null,
+      scaleRatio: null,
+    };
+  }
+
+  const sourceWidth = Math.max(1, Math.round(imageWidth));
+  const sourceHeight = Math.max(1, Math.round(imageHeight));
+  const rawX = Math.max(0, Math.round(contentBounds.x));
+  const rawY = Math.max(0, Math.round(contentBounds.y));
+  const rawWidth = Math.max(1, Math.round(contentBounds.width));
+  const rawHeight = Math.max(1, Math.round(contentBounds.height));
+  const trimOriginX = Math.max(0, rawX - TRIM_GUARD_PIXELS);
+  const trimOriginY = Math.max(0, rawY - TRIM_GUARD_PIXELS);
+  const trimWidth = Math.min(sourceWidth - trimOriginX, rawWidth + TRIM_GUARD_PIXELS * 2);
+  const trimHeight = Math.min(sourceHeight - trimOriginY, rawHeight + TRIM_GUARD_PIXELS * 2);
+
+  console.log(CUTOUT_NORMALIZE_LOG, "bbox", {
+    x: rawX,
+    y: rawY,
+    width: rawWidth,
+    height: rawHeight,
+  });
+
+  if (trimWidth <= 0 || trimHeight <= 0) {
+    console.log(CUTOUT_NORMALIZE_LOG, "fallback", {
+      reason: "invalid_trim_size",
+      trimWidth,
+      trimHeight,
+    });
+    return {
+      uri: cutoutUri,
+      outputWidth: imageWidth ?? null,
+      outputHeight: imageHeight ?? null,
+      scaleRatio: null,
+    };
+  }
+
+  const trimmed = await ImageManipulator.manipulateAsync(
+    cutoutUri,
+    [{ crop: { originX: trimOriginX, originY: trimOriginY, width: trimWidth, height: trimHeight } }],
+    { compress: 1, format: ImageManipulator.SaveFormat.PNG }
+  );
+
+  const trimmedWidth = Math.max(1, Math.round(trimmed.width ?? trimWidth));
+  const trimmedHeight = Math.max(1, Math.round(trimmed.height ?? trimHeight));
+  const naturalCanvasWidth = Math.max(
+    trimmedWidth / profile.targetContentWidthRatio,
+    (trimmedHeight / profile.targetContentHeightRatio) * profile.canvasAspectRatio,
+  );
+  const naturalCanvasHeight = Math.max(
+    trimmedHeight / profile.targetContentHeightRatio,
+    (trimmedWidth / profile.targetContentWidthRatio) / profile.canvasAspectRatio,
+  );
+  const longEdge = clamp(
+    Math.max(naturalCanvasWidth, naturalCanvasHeight, MIN_CANVAS_EDGE),
+    MIN_CANVAS_EDGE,
+    MAX_CANVAS_EDGE,
+  );
+  const canvasWidth = Math.max(
+    trimmedWidth,
+    Math.round(
+      naturalCanvasWidth >= naturalCanvasHeight
+        ? longEdge
+        : longEdge * profile.canvasAspectRatio,
+    ),
+  );
+  const canvasHeight = Math.max(
+    trimmedHeight,
+    Math.round(
+      naturalCanvasHeight >= naturalCanvasWidth
+        ? longEdge
+        : longEdge / profile.canvasAspectRatio,
+    ),
+  );
+  const horizontalPadding = Math.round(canvasWidth * profile.paddingXRatio);
+  const usableWidth = Math.max(trimmedWidth, canvasWidth - horizontalPadding * 2);
+  const centeredX = Math.round((canvasWidth - usableWidth) / 2 + (usableWidth - trimmedWidth) / 2);
+  const topPadding = Math.round(canvasHeight * profile.paddingTopRatio);
+  const bottomPadding = Math.round(canvasHeight * profile.paddingBottomRatio);
+  const usableHeight = Math.max(trimmedHeight, canvasHeight - topPadding - bottomPadding);
+  const centeredY = Math.round(topPadding + (usableHeight - trimmedHeight) / 2);
+  const scaleRatio = Number(
+    Math.min(trimmedWidth / canvasWidth, trimmedHeight / canvasHeight).toFixed(3)
+  );
+
+  const normalized = await ImageManipulator.manipulateAsync(
+    trimmed.uri,
+    [
+      {
+        extent: {
+          originX: centeredX,
+          originY: centeredY,
+          width: canvasWidth,
+          height: canvasHeight,
+          backgroundColor: "#00000000",
+        },
+      },
+    ],
+    { compress: 1, format: ImageManipulator.SaveFormat.PNG }
+  );
+
+  console.log(CUTOUT_NORMALIZE_LOG, "output", {
+    normalizedOutputDimensions: `${canvasWidth}x${canvasHeight}`,
+    scaleRatioUsed: scaleRatio,
+  });
+
+  return {
+    uri: normalized.uri || trimmed.uri || cutoutUri,
+    outputWidth: canvasWidth,
+    outputHeight: canvasHeight,
+    scaleRatio,
+  };
+}
diff --git a/src/lib/itemImage.ts b/src/lib/itemImage.ts
index ce2dd91..bd20120 100644
--- a/src/lib/itemImage.ts
+++ b/src/lib/itemImage.ts
@@ -1,3 +1,5 @@
+import type { DimensionValue } from "react-native";
+
 import { getVisualNormalizationDefaults, mergeVisualNormalization } from "./visualNormalization";
 
 export type ItemImageSurface =
@@ -61,6 +63,18 @@ type ImageLikeItem = {
   };
 };
 
+export type ItemImageDecoration = {
+  shadowStyle: {
+    width: DimensionValue;
+    height: DimensionValue;
+    bottom: DimensionValue;
+    opacity: number;
+  };
+};
+
+const DEBUG_ITEM_IMAGES =
+  __DEV__ && process.env.EXPO_PUBLIC_DEBUG_ITEM_IMAGES === "1";
+
 function isValidImageUrl(value: string | null | undefined): boolean {
   const url = String(value ?? "").trim();
   if (!url) return false;
@@ -77,6 +91,34 @@ function firstValidUrl(values: (string | null | undefined)[]): string | null {
   return null;
 }
 
+function isLikelyUiScreenshotUrl(value: string | null | undefined): boolean {
+  const lower = String(value ?? "").trim().toLowerCase();
+  if (!lower) return false;
+  return /screenshot|screen[-_ ]?shot|share[-_ ]?image|social|thumbnail|thumb|icon|sprite|logo|badge|placeholder|swatch|avatar|banner|ui|chrome|header|footer/.test(
+    lower
+  );
+}
+
+function scoreImageCandidate(url: string | null | undefined, context: "cutout" | "original"): number {
+  const lower = String(url ?? "").trim().toLowerCase();
+  if (!lower) return -100;
+  let score = 0;
+  if (context === "cutout") score += 12;
+  if (lower.endsWith(".png") || lower.includes(".png?")) score += 3;
+  if (/normalized|cleaned|vision-cutout|cutout|transparent|alpha|isolated/.test(lower)) score += 10;
+  if (/product|pdp|gallery|main|image|photo|model/.test(lower)) score += 4;
+  if (/cropped|crop|thumb|thumbnail/.test(lower)) score -= 4;
+  if (isLikelyUiScreenshotUrl(lower)) score -= 14;
+  return score;
+}
+
+function pickBestUrl(values: (string | null | undefined)[], context: "cutout" | "original") {
+  return values
+    .map((value) => String(value ?? "").trim())
+    .filter((value) => isValidImageUrl(value))
+    .sort((a, b) => scoreImageCandidate(b, context) - scoreImageCandidate(a, context))[0] ?? null;
+}
+
 function getCleanedSource(item: ImageLikeItem): string {
   const explicit = String(item.photos?.cleanedSource ?? item.cleanedSource ?? "")
     .trim()
@@ -183,6 +225,18 @@ function getFrameAspectRatio(item: ImageLikeItem | null | undefined): number {
   return 0.86;
 }
 
+function isTopLikeItem(item: ImageLikeItem | null | undefined) {
+  const joined = [
+    normalizeToken(item?.category),
+    normalizeToken(item?.subCategory),
+    normalizeToken(item?.type),
+  ].join(" ");
+
+  return /shirt|polo|blouse|tee|t-shirt|top|crop top|sweater|overshirt|hoodie|jacket|coat|outerwear/.test(
+    joined
+  );
+}
+
 type SurfaceProfile = {
   aspectRatioMin: number;
   aspectRatioMax: number;
@@ -202,27 +256,27 @@ const SURFACE_PROFILES: Record<ItemImageSurface, SurfaceProfile> = {
     aspectRatioMin: 0.66,
     aspectRatioMax: 0.92,
     aspectRatioWeight: 0.76,
-    fillTargetHeight: 96,
-    fillTargetWidth: 90,
-    fillAggressiveness: 1.12,
-    minScale: 1.02,
-    maxScale: 1.58,
-    translateMin: -10,
-    translateMax: 20,
-    verticalBiasStrength: 0.2,
+    fillTargetHeight: 82,
+    fillTargetWidth: 78,
+    fillAggressiveness: 0.9,
+    minScale: 0.88,
+    maxScale: 1.18,
+    translateMin: -6,
+    translateMax: 10,
+    verticalBiasStrength: 0.08,
   },
   item_detail: {
     aspectRatioMin: 0.62,
     aspectRatioMax: 1.06,
     aspectRatioWeight: 0.68,
-    fillTargetHeight: 95,
-    fillTargetWidth: 92,
-    fillAggressiveness: 1.08,
-    minScale: 1,
-    maxScale: 1.5,
-    translateMin: -12,
-    translateMax: 22,
-    verticalBiasStrength: 0.18,
+    fillTargetHeight: 84,
+    fillTargetWidth: 82,
+    fillAggressiveness: 0.9,
+    minScale: 0.9,
+    maxScale: 1.16,
+    translateMin: -8,
+    translateMax: 12,
+    verticalBiasStrength: 0.08,
   },
   home_today: {
     aspectRatioMin: 0.72,
@@ -254,14 +308,14 @@ const SURFACE_PROFILES: Record<ItemImageSurface, SurfaceProfile> = {
     aspectRatioMin: 0.78,
     aspectRatioMax: 1.08,
     aspectRatioWeight: 0.56,
-    fillTargetHeight: 90,
-    fillTargetWidth: 86,
-    fillAggressiveness: 1,
-    minScale: 0.96,
-    maxScale: 1.34,
-    translateMin: -10,
-    translateMax: 14,
-    verticalBiasStrength: 0.1,
+    fillTargetHeight: 82,
+    fillTargetWidth: 80,
+    fillAggressiveness: 0.94,
+    minScale: 0.88,
+    maxScale: 1.24,
+    translateMin: -8,
+    translateMax: 12,
+    verticalBiasStrength: 0.08,
   },
 };
 
@@ -277,6 +331,23 @@ function getContentAspectRatio(item: ImageLikeItem | null | undefined, fallback:
   return clampAspectRatio(widthPct / heightPct, 0.45, 1.6);
 }
 
+function hasMeasuredVisualNormalization(item: ImageLikeItem | null | undefined) {
+  return Boolean(
+    item?.visualNormalization?.contentBounds ||
+      item?.visualNormalization?.contentWidthPct ||
+      item?.visualNormalization?.contentHeightPct
+  );
+}
+
+function hasItemLevelVisualNormalization(item: ImageLikeItem | null | undefined) {
+  return Boolean(
+    hasMeasuredVisualNormalization(item) ||
+      item?.visualNormalization?.recommendedScale != null ||
+      item?.visualNormalization?.recommendedTranslateY != null ||
+      item?.visualNormalization?.verticalBias != null
+  );
+}
+
 export function getItemImagePresentation(
   item: ImageLikeItem | null | undefined,
   options:
@@ -298,24 +369,54 @@ export function getItemImagePresentation(
     }),
     item?.visualNormalization,
   );
+  const hasMeasuredNormalization = hasMeasuredVisualNormalization(item);
+  const hasItemNormalization = hasItemLevelVisualNormalization(item);
   const fallbackAspectRatio = getFrameAspectRatio(item);
-  const contentWidthPct =
+  const topLike = isTopLikeItem(item);
+  const rawContentWidthPct =
     normalization.contentWidthPct ?? normalization.contentBounds?.widthPct ?? 82;
-  const contentHeightPct =
+  const rawContentHeightPct =
     normalization.contentHeightPct ?? normalization.contentBounds?.heightPct ?? 88;
-  const contentAspectRatio = getContentAspectRatio(item, fallbackAspectRatio);
+  const contentWidthPct =
+    topLike && (surface === "closet_card" || surface === "item_detail")
+      ? clamp(rawContentWidthPct, 72, 80)
+      : rawContentWidthPct;
+  const contentHeightPct =
+    topLike && (surface === "closet_card" || surface === "item_detail")
+      ? clamp(rawContentHeightPct, 74, 84)
+      : rawContentHeightPct;
+  const rawContentAspectRatio = getContentAspectRatio(item, fallbackAspectRatio);
+  const contentAspectRatio =
+    topLike && (surface === "closet_card" || surface === "item_detail")
+      ? clampAspectRatio(rawContentAspectRatio, 0.72, 0.92)
+      : rawContentAspectRatio;
   const containerAspectRatio = clampAspectRatio(
-    fallbackAspectRatio * (1 - surfaceProfile.aspectRatioWeight) +
-      contentAspectRatio * surfaceProfile.aspectRatioWeight,
+    fallbackAspectRatio *
+      (1 -
+        (surface === "closet_card" && !hasMeasuredNormalization
+          ? surfaceProfile.aspectRatioWeight * 0.45
+          : topLike && (surface === "closet_card" || surface === "item_detail")
+            ? surfaceProfile.aspectRatioWeight * 0.55
+            : surfaceProfile.aspectRatioWeight)) +
+      contentAspectRatio *
+        (surface === "closet_card" && !hasMeasuredNormalization
+          ? surfaceProfile.aspectRatioWeight * 0.45
+          : topLike && (surface === "closet_card" || surface === "item_detail")
+            ? surfaceProfile.aspectRatioWeight * 0.55
+            : surfaceProfile.aspectRatioWeight),
     surfaceProfile.aspectRatioMin,
     surfaceProfile.aspectRatioMax,
   );
   const fillHeightBoost = surfaceProfile.fillTargetHeight / contentHeightPct;
   const fillWidthBoost = surfaceProfile.fillTargetWidth / contentWidthPct;
   const fillBoost = clamp(
-    Math.max(fillHeightBoost, fillWidthBoost) * surfaceProfile.fillAggressiveness,
+    (topLike && (surface === "closet_card" || surface === "item_detail")
+      ? ((fillHeightBoost + fillWidthBoost) / 2) * surfaceProfile.fillAggressiveness
+      : Math.max(fillHeightBoost, fillWidthBoost) * surfaceProfile.fillAggressiveness),
     surfaceProfile.minScale,
-    surfaceProfile.maxScale,
+    surface === "closet_card" && !hasMeasuredNormalization
+      ? Math.min(surfaceProfile.maxScale, 1.06)
+      : surfaceProfile.maxScale,
   );
   const anchorBias =
     normalization.anchor === "top"
@@ -329,14 +430,20 @@ export function getItemImagePresentation(
   const scale = clamp(
     (normalization.recommendedScale ?? 1) * fillBoost,
     surfaceProfile.minScale,
-    surfaceProfile.maxScale,
+    surface === "closet_card" && !hasItemNormalization
+      ? Math.min(surfaceProfile.maxScale, 1.08)
+      : surfaceProfile.maxScale,
   );
   const translateY = clamp(
     (normalization.recommendedTranslateY ?? 0) +
       anchorBias +
       verticalBias * surfaceProfile.verticalBiasStrength,
-    surfaceProfile.translateMin,
-    surfaceProfile.translateMax,
+    surface === "closet_card" && !hasMeasuredNormalization
+      ? Math.max(surfaceProfile.translateMin, -4)
+      : surfaceProfile.translateMin,
+    surface === "closet_card" && !hasMeasuredNormalization
+      ? Math.min(surfaceProfile.translateMax, 8)
+      : surfaceProfile.translateMax,
   );
 
   return {
@@ -348,6 +455,39 @@ export function getItemImagePresentation(
   };
 }
 
+export function getItemImageDecoration(
+  item: ImageLikeItem | null | undefined,
+  surface: ItemImageSurface,
+): ItemImageDecoration {
+  const joined = [
+    normalizeToken(item?.category),
+    normalizeToken(item?.subCategory),
+    normalizeToken(item?.type),
+  ].join(" ");
+
+  if (surface === "ai_outfit") {
+    if (/shoe|sneaker|loafer|boot|heel/.test(joined)) {
+      return { shadowStyle: { width: "56%", height: "11%", bottom: "14%", opacity: 0.16 } };
+    }
+    if (/watch|glasses|bracelet|necklace|ring|earrings/.test(joined)) {
+      return { shadowStyle: { width: "34%", height: "8%", bottom: "18%", opacity: 0.12 } };
+    }
+    return { shadowStyle: { width: "48%", height: "9%", bottom: "14%", opacity: 0.14 } };
+  }
+
+  if (surface === "item_detail") {
+    if (/shoe|sneaker|loafer|boot|heel/.test(joined)) {
+      return { shadowStyle: { width: "54%", height: "10%", bottom: "13%", opacity: 0.12 } };
+    }
+    if (/watch|glasses|bracelet|necklace|ring|earrings/.test(joined)) {
+      return { shadowStyle: { width: "30%", height: "7%", bottom: "16%", opacity: 0.08 } };
+    }
+    return { shadowStyle: { width: "46%", height: "8%", bottom: "12%", opacity: 0.1 } };
+  }
+
+  return { shadowStyle: { width: "42%", height: "8%", bottom: "10%", opacity: 0.1 } };
+}
+
 export function getItemImageUrl(
   item: ImageLikeItem | null | undefined,
   options: { variant: "thumb" | "hero" }
@@ -358,9 +498,9 @@ export function getItemImageUrl(
   const preferredVisionCleaned =
     cleanedSource === "vision"
       ? [
-          primaryImage.cleanedUrl,
           item.photos?.normalizedUrl,
           item.normalizedUrl,
+          primaryImage.cleanedUrl,
           item.photos?.previewUrl,
           item.photos?.cleanedUrl,
           item.cleanedUrl,
@@ -369,9 +509,9 @@ export function getItemImageUrl(
         ]
       : [];
   const fallbackCleaned = [
-    primaryImage.cleanedUrl,
     item.photos?.normalizedUrl,
     item.normalizedUrl,
+    primaryImage.cleanedUrl,
     item.photos?.previewUrl,
     item.photos?.cleanedUrl,
     item.cleanedUrl,
@@ -379,35 +519,57 @@ export function getItemImageUrl(
     item.cleanedPhotoUrl,
   ];
 
-  if (options.variant === "hero") {
-    return firstValidUrl([
+  const preferredCutout = pickBestUrl(
+    [
       ...preferredVisionCleaned,
+      ...fallbackCleaned,
+      item.photos?.cleanedThumbUrl,
+      item.cleanedLocalUri,
+    ],
+    "cutout"
+  );
+  const preferredOriginal = pickBestUrl(
+    [
       primaryImage.originalUrl,
       item.photos?.primaryUrl,
       item.photoUrl,
+      item.photos?.urls?.[0],
+      ...(item.photos?.urls ?? []),
       item.photoUri,
+      item.pendingPhotoUri,
+      item.photos?.thumbUrl,
+      item.photos?.croppedUrl,
+    ],
+    "original"
+  );
+  const picked =
+    preferredCutout ??
+    preferredOriginal ??
+    firstValidUrl([
       ...fallbackCleaned,
+      primaryImage.originalUrl,
+      item.photos?.primaryUrl,
+      item.photoUrl,
+      item.photoUri,
       item.cleanedLocalUri,
       item.pendingPhotoUri,
-      item.photos?.cleanedThumbUrl,
       item.photos?.thumbUrl,
       item.photos?.croppedUrl,
       item.photos?.urls?.[0],
     ]);
+  if (DEBUG_ITEM_IMAGES) {
+    console.log("[ITEM_IMAGE_PICK]", {
+      variant: options.variant,
+      picked,
+      preferredCutout,
+      preferredOriginal,
+      hasPrimaryCleaned: !!primaryImage.cleanedUrl,
+      hasCleanedImageUrl: !!item.cleanedImageUrl,
+      hasPhotosCleanedUrl: !!item.photos?.cleanedUrl,
+      hasNormalizedUrl: !!item.photos?.normalizedUrl || !!item.normalizedUrl,
+      hasOriginal: !!primaryImage.originalUrl,
+      cleanedSource,
+    });
   }
-
-  return firstValidUrl([
-    ...preferredVisionCleaned,
-    primaryImage.originalUrl,
-    item.photos?.primaryUrl,
-    item.photoUrl,
-    item.photoUri,
-    ...fallbackCleaned,
-    item.cleanedLocalUri,
-    item.pendingPhotoUri,
-    item.photos?.cleanedThumbUrl,
-    item.photos?.thumbUrl,
-    item.photos?.croppedUrl,
-    item.photos?.urls?.[0],
-  ]);
+  return picked;
 }
diff --git a/src/lib/items.ts b/src/lib/items.ts
index 0532bac..dc51b17 100644
--- a/src/lib/items.ts
+++ b/src/lib/items.ts
@@ -13,6 +13,7 @@ import {
 } from "firebase/firestore";
 
 import { db } from "./firebase";
+import { logItemStyleEvent } from "./auraMemory";
 import { buildSignalFromItem, updateAssistantMemoryFromAction } from "./assistantMemory";
 import { ClothingItem, ClothingStatus } from "../types/ClothingItem";
 import { Category } from "../shared/wardrobeTaxonomy";
@@ -37,7 +38,15 @@ export type CategoryFilter =
   | "ACCESSORY";
 export const MAX_WEARS_BEFORE_WASH = 2;
 export type IngestionStatus = "pending" | "processing" | "done" | "failed";
-export type DraftState = "draft" | "photo_uploaded" | "ingesting" | "ready" | "failed";
+export type DraftState = "draft" | "awaiting_confirmation" | "photo_uploaded" | "ingesting" | "ready" | "failed" | "cancelled";
+export type ItemLifecycleStatus =
+  | "candidate"
+  | "uploading"
+  | "processing"
+  | "needs_review"
+  | "ready"
+  | "failed"
+  | "deleted";
 
 const CATEGORY_MAP: Record<Exclude<CategoryFilter, "ALL">, string[]> = {
   TOP: ["top"],
@@ -79,10 +88,12 @@ export function getDraftState(
     .toLowerCase();
   if (
     raw === "draft" ||
+    raw === "awaiting_confirmation" ||
     raw === "photo_uploaded" ||
     raw === "ingesting" ||
     raw === "ready" ||
-    raw === "failed"
+    raw === "failed" ||
+    raw === "cancelled"
   ) {
     return raw;
   }
@@ -105,12 +116,66 @@ export function isVisibleWardrobeItem(
   item: Partial<ClosetItem> | null | undefined
 ): boolean {
   if (!item) return false;
+  const lifecycle = getItemLifecycleStatus(item);
+  if (lifecycle === "candidate" || lifecycle === "deleted") return false;
   if ((item as any).isDraft === true) return false;
   const draftState = getDraftState(item);
   if (draftState && draftState !== "ready") return false;
   return true;
 }
 
+function hasItemVisualSource(item: Partial<ClosetItem> | null | undefined): boolean {
+  if (!item) return false;
+  const candidate = item as any;
+  return Boolean(
+    candidate.photoUrl ||
+      candidate.originalImageUrl ||
+      candidate.cleanedImageUrl ||
+      candidate.photos?.primaryUrl ||
+      candidate.photos?.urls?.length ||
+      candidate.images?.length ||
+      candidate.sourceUrl
+  );
+}
+
+export function getItemLifecycleStatus(
+  item: Partial<ClosetItem> | null | undefined
+): ItemLifecycleStatus {
+  if (!item) return "ready";
+  const explicit = String((item as any)?.itemLifecycleStatus ?? "")
+    .trim()
+    .toLowerCase();
+  if (
+    explicit === "candidate" ||
+    explicit === "uploading" ||
+    explicit === "processing" ||
+    explicit === "needs_review" ||
+    explicit === "ready" ||
+    explicit === "failed" ||
+    explicit === "deleted"
+  ) {
+    return explicit;
+  }
+
+  const ingestionStatus = getIngestionStatus(item);
+  const draftState = getDraftState(item);
+  if (draftState === "awaiting_confirmation") return "candidate";
+  if (draftState === "cancelled") return "deleted";
+  if (ingestionStatus === "failed" || draftState === "failed") return "failed";
+  if (draftState === "photo_uploaded" && ingestionStatus === "done") return "needs_review";
+  if (ingestionStatus === "pending" || ingestionStatus === "processing") return "processing";
+  if ((item as any)?.isDraft === true && hasItemVisualSource(item)) return "needs_review";
+  return "ready";
+}
+
+export function isProcessingWardrobeItem(
+  item: Partial<ClosetItem> | null | undefined
+): boolean {
+  if (!item || !hasItemVisualSource(item)) return false;
+  const lifecycle = getItemLifecycleStatus(item);
+  return lifecycle === "uploading" || lifecycle === "processing" || lifecycle === "needs_review" || lifecycle === "failed";
+}
+
 export function toCanonicalCategory(raw?: string | null): CanonicalCategory {
   const v = norm(raw).replace(/\s+/g, " ");
 
@@ -212,6 +277,7 @@ export function listenToItems(
   options?: {
     status?: StatusFilter;
     sort?: ItemSort;
+    includeDrafts?: boolean;
     onError?: (message: string) => void;
   }
 ) {
@@ -239,7 +305,7 @@ export function listenToItems(
         id: d.id,
         ...(d.data() as any),
       }));
-      cb(next.filter((item) => isVisibleWardrobeItem(item)));
+      cb(options?.includeDrafts ? next : next.filter((item) => isVisibleWardrobeItem(item)));
     },
     (err) => options?.onError?.(err.message)
   );
@@ -297,6 +363,10 @@ export async function safeMarkWorn(uid: string, itemId: string) {
     wearCountSinceWash: increment(1),
     lastWornDate: serverTimestamp(),
   });
+  void logItemStyleEvent(uid, "item_worn", {
+    ...(data as ClothingItem),
+    id: itemId,
+  });
   void updateAssistantMemoryFromAction(uid, "wear_item", buildSignalFromItem({
     ...(data as ClothingItem),
     id: itemId,
diff --git a/src/lib/uploadImage.ts b/src/lib/uploadImage.ts
index fb429f0..f47ba20 100644
--- a/src/lib/uploadImage.ts
+++ b/src/lib/uploadImage.ts
@@ -9,6 +9,7 @@ type UploadItemPhotoParams = {
   imageId?: string;
   cleanedLocalUri?: string | null;
   normalizedLocalUri?: string | null;
+  saveNormalizedAsCleaned?: boolean;
   originalWidth?: number | null;
   maxWidth?: number;
   quality?: number;
@@ -66,6 +67,7 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
     imageId = "",
     cleanedLocalUri = null,
     normalizedLocalUri = null,
+    saveNormalizedAsCleaned = false,
     originalWidth = null,
     maxWidth = 1000,
     quality = 0.7,
@@ -88,6 +90,7 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
   const primaryUrl = await getDownloadURL(fileRef);
 
   const cleanedCandidateUri =
+    (saveNormalizedAsCleaned ? normalizedLocalUri : null) ||
     cleanedLocalUri ||
     (String(localUri).trim().toLowerCase().endsWith(".png") ? localUri : null);
   let cleanedUrl: string | null = null;
diff --git a/src/lib/visualNormalization.ts b/src/lib/visualNormalization.ts
index 4eee385..212bb86 100644
--- a/src/lib/visualNormalization.ts
+++ b/src/lib/visualNormalization.ts
@@ -20,6 +20,8 @@ type CategoryNormalizationDefaults = {
   recommendedScale?: number;
   recommendedTranslateY?: number;
   anchor?: VisualNormalizationAnchor;
+  targetContentWidthPct?: number;
+  targetContentHeightPct?: number;
 };
 
 type CutoutBoundsInput = {
@@ -93,16 +95,16 @@ export function getVisualNormalizationDefaults(input: {
   const joined = `${category} ${subCategory} ${type}`;
 
   if (joined.includes("shirt")) {
-    return { recommendedScale: 1.1, recommendedTranslateY: 10, anchor: "top" };
+    return { recommendedScale: 1.04, recommendedTranslateY: 6, anchor: "top", targetContentWidthPct: 76, targetContentHeightPct: 78 };
   }
   if (joined.includes("blouse")) {
-    return { recommendedScale: 1.08, recommendedTranslateY: 8, anchor: "top" };
+    return { recommendedScale: 1.02, recommendedTranslateY: 6, anchor: "top", targetContentWidthPct: 74, targetContentHeightPct: 76 };
   }
   if (joined.includes("crop top")) {
-    return { recommendedScale: 1.04, recommendedTranslateY: 6, anchor: "top" };
+    return { recommendedScale: 0.98, recommendedTranslateY: 3, anchor: "top", targetContentWidthPct: 72, targetContentHeightPct: 68 };
   }
   if (joined.includes("tee") || joined.includes("t-shirt")) {
-    return { recommendedScale: 1.06, recommendedTranslateY: 8, anchor: "top" };
+    return { recommendedScale: 1.01, recommendedTranslateY: 5, anchor: "top", targetContentWidthPct: 74, targetContentHeightPct: 75 };
   }
   if (
     joined.includes("jacket") ||
@@ -110,16 +112,16 @@ export function getVisualNormalizationDefaults(input: {
     joined.includes("overshirt") ||
     joined.includes("hoodie")
   ) {
-    return { recommendedScale: 1.1, recommendedTranslateY: 6, anchor: "top" };
+    return { recommendedScale: 1.03, recommendedTranslateY: 2, anchor: "top", targetContentWidthPct: 80, targetContentHeightPct: 82 };
   }
   if (joined.includes("jeans") || joined.includes("pants") || joined.includes("trousers")) {
-    return { recommendedScale: 1.08, recommendedTranslateY: 4, anchor: "waist" };
+    return { recommendedScale: 1.01, recommendedTranslateY: 1, anchor: "waist", targetContentWidthPct: 72, targetContentHeightPct: 84 };
   }
   if (joined.includes("skirt")) {
-    return { recommendedScale: 1.06, recommendedTranslateY: 3, anchor: "waist" };
+    return { recommendedScale: 1, recommendedTranslateY: 1, anchor: "waist", targetContentWidthPct: 72, targetContentHeightPct: 82 };
   }
   if (joined.includes("dress") || joined.includes("romper") || joined.includes("jumpsuit")) {
-    return { recommendedScale: 1.1, recommendedTranslateY: 4, anchor: "top" };
+    return { recommendedScale: 1.03, recommendedTranslateY: 2, anchor: "top", targetContentWidthPct: 74, targetContentHeightPct: 86 };
   }
   if (
     joined.includes("shoe") ||
@@ -128,13 +130,13 @@ export function getVisualNormalizationDefaults(input: {
     joined.includes("boot") ||
     joined.includes("heel")
   ) {
-    return { recommendedScale: 1.04, recommendedTranslateY: 4, anchor: "foot" };
+    return { recommendedScale: 0.94, recommendedTranslateY: 2, anchor: "foot", targetContentWidthPct: 78, targetContentHeightPct: 62 };
   }
   if (joined.includes("watch")) {
-    return { recommendedScale: 1.0, recommendedTranslateY: 0, anchor: "center" };
+    return { recommendedScale: 0.86, recommendedTranslateY: 0, anchor: "center", targetContentWidthPct: 56, targetContentHeightPct: 56 };
   }
   if (joined.includes("glasses") || joined.includes("sunglasses")) {
-    return { recommendedScale: 1.0, recommendedTranslateY: 0, anchor: "center" };
+    return { recommendedScale: 0.9, recommendedTranslateY: 0, anchor: "center", targetContentWidthPct: 60, targetContentHeightPct: 54 };
   }
   if (
     joined.includes("bag") ||
@@ -142,9 +144,9 @@ export function getVisualNormalizationDefaults(input: {
     joined.includes("backpack") ||
     joined.includes("crossbody")
   ) {
-    return { recommendedScale: 1.08, recommendedTranslateY: 0, anchor: "center" };
+    return { recommendedScale: 0.96, recommendedTranslateY: 0, anchor: "center", targetContentWidthPct: 68, targetContentHeightPct: 72 };
   }
-  return { recommendedScale: 1, recommendedTranslateY: 0, anchor: inferAnchor(input) };
+  return { recommendedScale: 0.96, recommendedTranslateY: 0, anchor: inferAnchor(input), targetContentWidthPct: 72, targetContentHeightPct: 74 };
 }
 
 export function buildVisualNormalizationFromContentBounds(
@@ -161,10 +163,21 @@ export function buildVisualNormalizationFromContentBounds(
   const heightPct = clamp((contentBounds.height / imageHeight) * 100, 0.1, 100);
 
   const defaults = getVisualNormalizationDefaults(input);
-  const fillHeightTarget = 92;
-  const fillCompensation = clamp(fillHeightTarget / heightPct, 0.95, 1.35);
-  const topBias = 10 - topPct;
-  const translateFromTopBias = clamp(topBias * 0.75, -14, 16);
+  const fillHeightTarget = defaults.targetContentHeightPct ?? 78;
+  const fillWidthTarget = defaults.targetContentWidthPct ?? 74;
+  const fillCompensation = clamp(
+    Math.min(fillHeightTarget / heightPct, fillWidthTarget / widthPct),
+    0.82,
+    1.08,
+  );
+  const targetTopPct = (() => {
+    if (defaults.anchor === "top") return 10;
+    if (defaults.anchor === "waist") return 8;
+    if (defaults.anchor === "foot") return 18;
+    return 14;
+  })();
+  const topBias = targetTopPct - topPct;
+  const translateFromTopBias = clamp(topBias * 0.55, -10, 10);
 
   return {
     contentBounds: {

From a95068972b47d97bc1d081b8b619681a67f9a34c Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:08:06 -0500
Subject: [PATCH 15/93] feat: improve closet management and home experience

---
 app/(tabs)/closet.tsx                         | 1098 ++++++++++++++++-
 src/components/DailyOutfitCard.tsx            |   40 +-
 src/components/OutfitGrid.tsx                 |   13 +-
 src/components/OutfitPlanCard.tsx             |   13 +-
 src/components/OutfitPreviewCard.tsx          |   15 +-
 .../closet/ClosetCategorySection.tsx          |   78 +-
 src/components/closet/ClosetControlsRow.tsx   |    6 +-
 src/components/closet/ClosetHeader.tsx        |    6 +-
 src/components/closet/ClosetItemCard.tsx      |  160 ++-
 .../closet/ClosetProcessingSection.tsx        |  209 ++++
 src/components/closet/ClosetSearchBar.tsx     |   11 +-
 src/components/home/AuraLookModule.tsx        |   48 +-
 src/components/home/ContinueChatCard.tsx      |   25 +-
 src/components/home/ContinueSection.tsx       |   21 +-
 src/components/home/HomeHero.tsx              |  406 +++++-
 src/components/home/InsightCard.tsx           |   12 +-
 src/components/home/QuickActionRail.tsx       |   85 +-
 src/components/home/SmartToolsGrid.tsx        |   28 +-
 src/components/home/TodayOutfitCard.tsx       |   52 +-
 src/components/home/homeDeferredFeatures.ts   |   51 +
 20 files changed, 2105 insertions(+), 272 deletions(-)
 create mode 100644 src/components/closet/ClosetProcessingSection.tsx
 create mode 100644 src/components/home/homeDeferredFeatures.ts

diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index c18a4c1..4f542b4 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -1,33 +1,54 @@
 import { router } from "expo-router";
+import * as Clipboard from "expo-clipboard";
+import * as Haptics from "expo-haptics";
+import * as ImagePicker from "expo-image-picker";
 import React, { useEffect, useMemo, useState } from "react";
 import {
   ActivityIndicator,
   Alert,
   LayoutAnimation,
+  Modal,
   Platform,
   Pressable,
+  Share,
   ScrollView,
   Text,
+  TextInput,
   UIManager,
   View,
 } from "react-native";
 import { Ionicons } from "@expo/vector-icons";
+import { deleteDoc, doc, getDoc, updateDoc, writeBatch } from "firebase/firestore";
 
 import { ClosetCategorySection } from "@/src/components/closet/ClosetCategorySection";
 import { ClosetControlsRow } from "@/src/components/closet/ClosetControlsRow";
 import { ClosetFilterSheet } from "@/src/components/closet/ClosetFilterSheet";
 import { ClosetHeader } from "@/src/components/closet/ClosetHeader";
+import { ClosetProcessingSection } from "@/src/components/closet/ClosetProcessingSection";
 import { ClosetSearchBar } from "@/src/components/closet/ClosetSearchBar";
+import type { ChatImageAttachment } from "@/src/components/ai/chatTypes";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { FLOATING_CONTROL_GAP, FLOATING_TAB_BAR_HEIGHT } from "@/src/constants/dock";
+import { db } from "@/src/lib/firebase";
+import {
+  createAuraItemDraftsFromImages,
+  uploadAuraAttachments,
+} from "@/src/lib/auraAttachments";
 import {
   type CanonicalCategory,
   type ClosetItem,
+  getItemLifecycleStatus,
+  isProcessingWardrobeItem,
+  isVisibleWardrobeItem,
   listenToItems,
+  safeMarkWorn,
   toCanonicalCategory,
 } from "@/src/lib/items";
+import { logItemStyleEvent } from "@/src/lib/auraMemory";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
+import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingStatus } from "@/src/types/ClothingItem";
@@ -107,6 +128,20 @@ const STATUS_OPTIONS: { key: "ALL" | ClothingStatus; label: string }[] = [
   { key: "IN_LAUNDRY", label: "In Laundry" },
 ];
 
+const PROCESSING_STALE_TIMEOUT_MS = 15 * 60 * 1000;
+
+function validHttpUrl(value: string) {
+  const trimmed = String(value ?? "").trim();
+  if (!trimmed) return "";
+  try {
+    const url = new URL(trimmed);
+    if (url.protocol !== "http:" && url.protocol !== "https:") return "";
+    return url.toString();
+  } catch {
+    return "";
+  }
+}
+
 function normalizeText(value: unknown) {
   return String(value ?? "")
     .trim()
@@ -223,6 +258,16 @@ export default function ClosetScreen() {
   const [brandFilter, setBrandFilter] = useState<string>("ALL");
   const [colorFilter, setColorFilter] = useState<string>("ALL");
   const [filtersOpen, setFiltersOpen] = useState(false);
+  const [selectedItemIds, setSelectedItemIds] = useState<Set<string>>(() => new Set());
+  const [quickAddOpen, setQuickAddOpen] = useState(false);
+  const [linkModalOpen, setLinkModalOpen] = useState(false);
+  const [productLink, setProductLink] = useState("");
+  const [productLinkTouched, setProductLinkTouched] = useState(false);
+  const [quickAdding, setQuickAdding] = useState(false);
+  const [bulkActionLoading, setBulkActionLoading] = useState(false);
+  const [moreActionsOpen, setMoreActionsOpen] = useState(false);
+  const [locallyRemovedItemIds, setLocallyRemovedItemIds] = useState<Set<string>>(() => new Set());
+  const staleFailoverIdsRef = React.useRef(new Set<string>());
   const [expandedSections, setExpandedSections] = useState<Record<string, boolean>>({
     top: true,
     one_piece: true,
@@ -249,6 +294,7 @@ export default function ClosetScreen() {
       setItems(next);
       setLoading(false);
     }, {
+      includeDrafts: true,
       onError: (message) => {
         setLoading(false);
         Alert.alert("Closet", message || "Unable to load wardrobe.");
@@ -286,31 +332,97 @@ export default function ClosetScreen() {
     [styleProfile.categoryOrder]
   );
 
+  const visibleItems = useMemo(
+    () => items.filter((item) => isVisibleWardrobeItem(item)),
+    [items]
+  );
+  const processingItems = useMemo(
+    () =>
+      items
+        .filter((item) => !locallyRemovedItemIds.has(item.id) && isProcessingWardrobeItem(item))
+        .sort((a, b) => toMillis(b.createdAt) - toMillis(a.createdAt)),
+    [items, locallyRemovedItemIds]
+  );
+  const normalizedProductLink = useMemo(() => validHttpUrl(productLink), [productLink]);
+  const productLinkInlineError = useMemo(() => {
+    const trimmed = productLink.trim();
+    if (!trimmed || !productLinkTouched) return "";
+    return normalizedProductLink ? "" : "Enter a valid http or https product link.";
+  }, [normalizedProductLink, productLink, productLinkTouched]);
+
+  useEffect(() => {
+    if (!uid) return;
+    const now = Date.now();
+    processingItems.forEach((item) => {
+      const lifecycle = getItemLifecycleStatus(item);
+      if (lifecycle !== "processing") return;
+      const lastRunAt =
+        toMillis((item as any).ingestion?.lastRunAt) ||
+        toMillis((item as any).updatedAt) ||
+        toMillis(item.createdAt);
+      if (!lastRunAt || now - lastRunAt < PROCESSING_STALE_TIMEOUT_MS) return;
+      if (staleFailoverIdsRef.current.has(item.id)) return;
+      staleFailoverIdsRef.current.add(item.id);
+      console.log("[ITEM_PROCESSING_STALE]", {
+        uid,
+        itemId: item.id,
+        lastRunAt,
+        ageMs: now - lastRunAt,
+      });
+      void updateDoc(doc(db, "users", uid, "items", item.id), {
+        draftState: "failed",
+        itemLifecycleStatus: "failed",
+        ingestionStatus: "failed",
+        "ingestion.status": "failed",
+        "ingestion.error": {
+          message: "Processing timed out. Please retry or edit this item.",
+          code: "client_stale_processing_timeout",
+        },
+        updatedAt: Date.now(),
+      })
+        .then(() => {
+          console.log("[ITEM_PROCESSING_FAILOVER]", {
+            uid,
+            itemId: item.id,
+            to: "failed",
+          });
+        })
+        .catch((error) => {
+          staleFailoverIdsRef.current.delete(item.id);
+          console.log("[ITEM_PROCESSING_FAILOVER]", {
+            uid,
+            itemId: item.id,
+            error,
+          });
+        });
+    });
+  }, [processingItems, uid]);
+
   const brandOptions = useMemo(() => {
     const values = Array.from(
       new Set(
-        items.map((item) => sanitizeDisplayText(item.brand)).filter(Boolean)
+        visibleItems.map((item) => sanitizeDisplayText(item.brand)).filter(Boolean)
       )
     ).sort((a, b) => a.localeCompare(b));
     return ["ALL", ...values];
-  }, [items]);
+  }, [visibleItems]);
 
   const colorOptions = useMemo(() => {
     const values = Array.from(
       new Set(
-        items
+        visibleItems
           .flatMap((item) => [item.primaryColor, ...(item.colors ?? [])])
           .map((value) => sanitizeDisplayText(value))
           .filter(Boolean)
       )
     ).sort((a, b) => a.localeCompare(b));
     return ["ALL", ...values];
-  }, [items]);
+  }, [visibleItems]);
 
   const filteredItems = useMemo(() => {
     const query = normalizeText(search);
     return sortItems(
-      items.filter((item) => {
+      visibleItems.filter((item) => {
         if (statusFilter !== "ALL" && item.status !== statusFilter) return false;
         if (categoryFilter !== "ALL" && toCanonicalCategory(item.category) !== categoryFilter) return false;
         if (brandFilter !== "ALL" && sanitizeDisplayText(item.brand) !== brandFilter) return false;
@@ -324,40 +436,617 @@ export default function ClosetScreen() {
       }),
       sortMode
     );
-  }, [brandFilter, categoryFilter, colorFilter, items, search, sortMode, statusFilter]);
+  }, [brandFilter, categoryFilter, colorFilter, search, sortMode, statusFilter, visibleItems]);
 
   const sections = useMemo(
     () => buildSections(filteredItems, categoryOrder, styleProfile.emphasizedSubcategories),
     [categoryOrder, filteredItems, styleProfile.emphasizedSubcategories]
   );
   const visibleCount = filteredItems.length;
+  const isSelectionMode = selectedItemIds.size > 0;
+  const selectedItems = useMemo(
+    () => visibleItems.filter((item) => selectedItemIds.has(item.id)),
+    [selectedItemIds, visibleItems]
+  );
+  const visibleItemIds = useMemo(() => new Set(visibleItems.map((item) => item.id)), [visibleItems]);
+  const selectedVisibleCount = useMemo(
+    () => Array.from(selectedItemIds).filter((itemId) => visibleItemIds.has(itemId)).length,
+    [selectedItemIds, visibleItemIds]
+  );
+  const allFilteredItemsSelected =
+    filteredItems.length > 0 && filteredItems.every((item) => selectedItemIds.has(item.id));
+  const fabBottom =
+    layout.floatingDockBottom +
+    FLOATING_TAB_BAR_HEIGHT +
+    FLOATING_CONTROL_GAP +
+    Math.max(6, Math.round(layout.horizontalPadding * 0.2));
+
+  useEffect(() => {
+    setSelectedItemIds((prev) => {
+      const next = new Set(Array.from(prev).filter((itemId) => visibleItemIds.has(itemId)));
+      if (next.size === prev.size) return prev;
+      return next;
+    });
+  }, [visibleItemIds]);
+
+  const clearSelection = React.useCallback(() => {
+    setSelectedItemIds(new Set());
+    setMoreActionsOpen(false);
+  }, []);
+
+  const toggleItemSelection = React.useCallback((itemId: string) => {
+    setSelectedItemIds((prev) => {
+      const next = new Set(prev);
+      if (next.has(itemId)) {
+        next.delete(itemId);
+      } else {
+        next.add(itemId);
+      }
+      return next;
+    });
+  }, []);
+
+  const handleItemPress = React.useCallback(
+    (item: ClosetItem) => {
+      if (selectedItemIds.size > 0) {
+        toggleItemSelection(item.id);
+        return;
+      }
+      router.push({
+        pathname: "/(tabs)/item/[id]",
+        params: { id: item.id, sourceTab: "closet" },
+      });
+    },
+    [selectedItemIds.size, toggleItemSelection]
+  );
+
+  const handleItemLongPress = React.useCallback(
+    (item: ClosetItem) => {
+      LayoutAnimation.configureNext(LayoutAnimation.Presets.easeInEaseOut);
+      setSelectedItemIds((prev) => {
+        if (prev.has(item.id)) return prev;
+        const next = new Set(prev);
+        next.add(item.id);
+        return next;
+      });
+    },
+    []
+  );
+
+  const handleSelectAllVisible = React.useCallback(() => {
+    LayoutAnimation.configureNext(LayoutAnimation.Presets.easeInEaseOut);
+    if (allFilteredItemsSelected) {
+      clearSelection();
+      return;
+    }
+    setSelectedItemIds(new Set(filteredItems.map((item) => item.id)));
+  }, [allFilteredItemsSelected, clearSelection, filteredItems]);
+
+  const runBulkAction = React.useCallback(
+    async (label: string, action: () => Promise<void>) => {
+      if (!uid || bulkActionLoading || selectedItems.length === 0) return;
+      setBulkActionLoading(true);
+      try {
+        await action();
+      } catch (error: any) {
+        Alert.alert(label, error?.message ?? `Unable to ${label.toLowerCase()}.`);
+      } finally {
+        setBulkActionLoading(false);
+      }
+    },
+    [bulkActionLoading, selectedItems.length, uid]
+  );
+
+  const applyBulkStatus = React.useCallback(
+    async (status: ClothingStatus) => {
+      if (!uid || selectedItems.length === 0) return;
+      const batch = writeBatch(db);
+      const now = Date.now();
+      selectedItems.forEach((item) => {
+        const ref = doc(db, "users", uid, "items", item.id);
+        if (status === "AVAILABLE") {
+          batch.update(ref, {
+            status,
+            wearCountSinceWash: 0,
+            lastWashedDate: now,
+            updatedAt: now,
+          });
+          return;
+        }
+        batch.update(ref, {
+          status,
+          updatedAt: now,
+        });
+      });
+      await batch.commit();
+      clearSelection();
+    },
+    [clearSelection, selectedItems, uid]
+  );
+
+  const handleBulkDelete = React.useCallback(() => {
+    if (!uid || selectedItems.length === 0 || bulkActionLoading) return;
+    const count = selectedItems.length;
+    Alert.alert(
+      count === 1 ? "Delete selected item?" : `Delete ${count} selected items?`,
+      "This permanently removes the selected closet items.",
+      [
+        { text: "Cancel", style: "cancel" },
+        {
+          text: "Delete",
+          style: "destructive",
+          onPress: () => {
+            void runBulkAction("Delete", async () => {
+              await Promise.all(
+                selectedItems.map((item) => deleteDoc(doc(db, "users", uid, "items", item.id)))
+              );
+              clearSelection();
+            });
+          },
+        },
+      ]
+    );
+  }, [bulkActionLoading, clearSelection, runBulkAction, selectedItems, uid]);
+
+  const handleBulkFavorite = React.useCallback(() => {
+    void runBulkAction("Favorite", async () => {
+      if (!uid || selectedItems.length === 0) return;
+      const batch = writeBatch(db);
+      const now = Date.now();
+      selectedItems.forEach((item) => {
+        batch.update(doc(db, "users", uid, "items", item.id), {
+          isFavorite: true,
+          updatedAt: now,
+        });
+      });
+      await batch.commit();
+      await Promise.all(
+        selectedItems.map((item) =>
+          logItemStyleEvent(uid, "item_favorited", {
+            ...item,
+            isFavorite: true,
+          })
+        )
+      );
+      clearSelection();
+    });
+  }, [clearSelection, runBulkAction, selectedItems, uid]);
+
+  const handleBulkStyleSelected = React.useCallback(() => {
+    if (selectedItems.length === 0) return;
+    const names = selectedItems
+      .slice(0, 8)
+      .map((item) => sanitizeDisplayText(item.name) || sanitizeDisplayText(item.subCategory) || item.id)
+      .filter(Boolean);
+    const itemIds = selectedItems.map((item) => item.id);
+    clearSelection();
+    router.push({
+      pathname: "/(tabs)/ai",
+      params: {
+        prompt:
+          `Style a look using only these selected closet items from my wardrobe.\n` +
+          `Selected item ids: ${itemIds.join(", ")}.\n` +
+          `Selected pieces: ${names.join(", ")}.\n` +
+          `Build from these first, keep it wearable, and tell me how to style them together.`,
+        promptKey: `closet-selected-${Date.now()}`,
+      },
+    });
+  }, [clearSelection, selectedItems]);
+
+  const handleBulkShare = React.useCallback(() => {
+    void runBulkAction("Share", async () => {
+      const title = selectedItems.length === 1 ? "Wardrobe AI item" : "Wardrobe AI selection";
+      const message =
+        selectedItems.length === 1
+          ? `${sanitizeDisplayText(selectedItems[0]?.name) || "Wardrobe item"}`
+          : `Wardrobe AI selection (${selectedItems.length} items): ${selectedItems
+              .map((item) => sanitizeDisplayText(item.name) || sanitizeDisplayText(item.subCategory) || item.id)
+              .join(", ")}`;
+      await Share.share({ title, message });
+    });
+  }, [runBulkAction, selectedItems]);
+
+  const handleBulkMarkWorn = React.useCallback(() => {
+    void runBulkAction("Mark worn", async () => {
+      if (!uid || selectedItems.length === 0) return;
+      const failures: string[] = [];
+      for (const item of selectedItems) {
+        try {
+          await safeMarkWorn(uid, item.id);
+        } catch (error: any) {
+          failures.push(
+            sanitizeDisplayText(item.name) ||
+              error?.message ||
+              item.id
+          );
+        }
+      }
+      clearSelection();
+      if (failures.length) {
+        Alert.alert(
+          "Some items were skipped",
+          failures.length === selectedItems.length
+            ? "None of the selected items could be marked worn."
+            : `${failures.length} selected item(s) could not be marked worn.`
+        );
+      }
+    });
+  }, [clearSelection, runBulkAction, selectedItems, uid]);
+
+  function localAttachmentId() {
+    return `quick-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
+  }
+
+  const createDraftsFromAssets = React.useCallback(
+    async (assets: ImagePicker.ImagePickerAsset[], source: "camera" | "library") => {
+      if (!uid) return;
+      const images: ChatImageAttachment[] = assets
+        .filter((asset) => !!asset.uri)
+        .map((asset) => ({
+          id: localAttachmentId(),
+          type: "image",
+          uri: asset.uri,
+          localUri: asset.uri,
+          role: assets.length > 1 ? "separate_items" : "same_item",
+          groupId: `quick-${Date.now()}`,
+          width: asset.width ?? null,
+          height: asset.height ?? null,
+        }));
+      if (!images.length) return;
+      setQuickAdding(true);
+      try {
+        await Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
+        const uploaded = await uploadAuraAttachments(uid, images);
+        const uploadedImages = uploaded.filter(
+          (attachment): attachment is ChatImageAttachment => attachment.type === "image"
+        );
+        await createAuraItemDraftsFromImages({
+          uid,
+          images: uploadedImages,
+          mode: uploadedImages.length > 1 ? "separate_items" : "same_item",
+          prompt: source === "camera" ? "Quick add camera photo" : "Quick add photo library",
+        });
+        await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Success);
+        setQuickAddOpen(false);
+        Toast.itemAdded();
+      } catch (error: any) {
+        await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Error);
+        Toast.error("Quick add failed", error?.message ?? "Unable to add that item.");
+      } finally {
+        setQuickAdding(false);
+      }
+    },
+    [uid]
+  );
+
+  const handleChoosePhotos = React.useCallback(async () => {
+    const permission = await ImagePicker.requestMediaLibraryPermissionsAsync();
+    if (!permission.granted) {
+      Alert.alert("Photos", "Please allow photo access to add items.");
+      return;
+    }
+    const result = await ImagePicker.launchImageLibraryAsync({
+      mediaTypes: ["images"],
+      allowsMultipleSelection: true,
+      allowsEditing: false,
+      quality: 0.9,
+      exif: false,
+    });
+    if (!result.canceled) {
+      await createDraftsFromAssets(result.assets ?? [], "library");
+    }
+  }, [createDraftsFromAssets]);
+
+  const handleTakePhoto = React.useCallback(async () => {
+    const permission = await ImagePicker.requestCameraPermissionsAsync();
+    if (!permission.granted) {
+      Alert.alert("Camera", "Please allow camera access to add an item.");
+      return;
+    }
+    const result = await ImagePicker.launchCameraAsync({
+      mediaTypes: ["images"],
+      allowsEditing: false,
+      quality: 0.9,
+      exif: false,
+    });
+    if (!result.canceled) {
+      await createDraftsFromAssets(result.assets ?? [], "camera");
+    }
+  }, [createDraftsFromAssets]);
+
+  const startProductLinkReview = React.useCallback(async (rawUrl: string, source: "clipboard" | "manual") => {
+    const url = validHttpUrl(rawUrl);
+    console.log("[PASTE_LINK_UI]", "search submitted", {
+      uid,
+      source,
+      hasUrl: !!url,
+      rawLength: rawUrl.length,
+    });
+    if (!url || !uid) {
+      console.log("[PASTE_LINK_UI]", "invalid url", {
+        uid,
+        source,
+        rawUrl,
+      });
+      setProductLinkTouched(true);
+      return;
+    }
+    setQuickAdding(true);
+    try {
+      await Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
+      setProductLink("");
+      setProductLinkTouched(false);
+      setLinkModalOpen(false);
+      setQuickAddOpen(false);
+      router.push({
+        pathname: "/(tabs)/ai",
+        params: {
+          prompt: url,
+          promptKey: `closet-product-link-${Date.now()}`,
+        },
+      });
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Success);
+    } catch (error: any) {
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Error);
+      Alert.alert("Product link", error?.message ?? "Unable to start link review.");
+    } finally {
+      setQuickAdding(false);
+    }
+  }, [uid]);
+
+  const handlePasteProductLinkAction = React.useCallback(() => {
+    console.log("[PASTE_LINK_UI]", "opened", { uid });
+    setProductLink("");
+    setProductLinkTouched(false);
+    setQuickAddOpen(false);
+    setLinkModalOpen(true);
+  }, [uid]);
+
+  const handlePasteFromClipboard = React.useCallback(async () => {
+    try {
+      const clipboard = await Clipboard.getStringAsync();
+      console.log("[PASTE_LINK_UI]", "pasted from clipboard", {
+        uid,
+        hasClipboardText: !!clipboard?.trim(),
+        hasValidUrl: !!validHttpUrl(clipboard),
+      });
+      setProductLink(clipboard ?? "");
+      setProductLinkTouched(true);
+    } catch (error) {
+      console.log("[PASTE_LINK_UI]", "pasted from clipboard", {
+        uid,
+        hasClipboardText: false,
+        hasValidUrl: false,
+        errorMessage: error instanceof Error ? error.message : String(error),
+      });
+    }
+  }, [uid]);
+
+  const handleImportProductLink = React.useCallback(async () => {
+    if (!normalizedProductLink) {
+      console.log("[PASTE_LINK_UI]", "invalid url", {
+        uid,
+        rawUrl: productLink,
+      });
+      setProductLinkTouched(true);
+      return;
+    }
+    await startProductLinkReview(productLink, "manual");
+  }, [normalizedProductLink, productLink, startProductLinkReview, uid]);
+
+  const handleRetryProcessingItem = React.useCallback(
+    async (item: ClosetItem) => {
+      if (!uid) return;
+      await updateDoc(doc(db, "users", uid, "items", item.id), {
+        ingestionStatus: "pending",
+        itemLifecycleStatus: "processing",
+        "ingestion.status": "pending",
+        "ingestion.lastRunAt": Date.now(),
+        updatedAt: Date.now(),
+      });
+    },
+    [uid]
+  );
+
+  const handleReviewProcessingItem = React.useCallback(
+    (item: ClosetItem) => {
+      if (!item?.id) {
+        console.log("[CLOSET_REVIEW_ERROR]", "missing item id", { item });
+        Alert.alert("Review unavailable", "This item is no longer available.");
+        return;
+      }
+      console.log("[CLOSET_REVIEW]", "opening draft review", {
+        uid,
+        itemId: item.id,
+        draftState: (item as any).draftState ?? null,
+        itemLifecycleStatus: (item as any).itemLifecycleStatus ?? null,
+        ingestionStatus: (item as any).ingestionStatus ?? (item as any).ingestion?.status ?? null,
+      });
+      router.push({
+        pathname: "/(tabs)/add",
+        params: { editId: item.id },
+      });
+    },
+    [uid]
+  );
+
+  const handleRemoveProcessingItem = React.useCallback(
+    async (item: ClosetItem) => {
+      if (!uid) return;
+      const itemRef = doc(db, "users", uid, "items", item.id);
+      setLocallyRemovedItemIds((prev) => {
+        const next = new Set(prev);
+        next.add(item.id);
+        return next;
+      });
+      console.log("[ITEM_REMOVE]", "removing unfinished item", {
+        uid,
+        itemId: item.id,
+        path: `users/${uid}/items/${item.id}`,
+        mode: "hard_delete",
+        draftState: (item as any).draftState ?? null,
+        itemLifecycleStatus: (item as any).itemLifecycleStatus ?? null,
+      });
+      try {
+        await updateDoc(itemRef, {
+          draftState: "cancelled",
+          itemLifecycleStatus: "deleted",
+          removedAt: Date.now(),
+          updatedAt: Date.now(),
+        });
+        await deleteDoc(itemRef);
+        const afterDelete = await getDoc(itemRef);
+        console.log("[ITEM_REMOVE_SUCCESS]", {
+          uid,
+          itemId: item.id,
+          existsAfterDelete: afterDelete.exists(),
+        });
+      } catch (error) {
+        setLocallyRemovedItemIds((prev) => {
+          const next = new Set(prev);
+          next.delete(item.id);
+          return next;
+        });
+        console.log("[ITEM_REMOVE_ERROR]", {
+          uid,
+          itemId: item.id,
+          error,
+        });
+        Alert.alert("Remove failed", "That item could not be removed. Please try again.");
+      }
+    },
+    [uid]
+  );
 
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
-      <ScrollView
-        showsVerticalScrollIndicator={false}
-        stickyHeaderIndices={[1]}
-        contentContainerStyle={{
-          paddingHorizontal: layout.horizontalPadding,
+      <View
+        style={{
           paddingTop: layout.topContentInset,
-          paddingBottom: layout.bottomDockPadding,
-          gap: 12,
+          paddingHorizontal: layout.horizontalPadding,
+          paddingBottom: 14,
+          backgroundColor: colors.background,
+          borderBottomWidth: 1,
+          borderBottomColor: "rgba(255,255,255,0.045)",
+          gap: 14,
         }}
       >
         <ClosetHeader
-          totalCount={items.length}
+          totalCount={visibleItems.length}
           visibleCount={visibleCount}
           statusFilter={statusFilter}
         />
 
-        <View
-          style={{
-            backgroundColor: colors.background,
-            paddingTop: 4,
-            paddingBottom: 12,
-            gap: 8,
-          }}
-        >
+        {isSelectionMode ? (
+          <View
+            style={{
+              gap: 12,
+              padding: 12,
+              borderRadius: 18,
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
+              backgroundColor: "rgba(255,255,255,0.04)",
+            }}
+          >
+            <View
+              style={{
+                flexDirection: "row",
+                alignItems: "center",
+                justifyContent: "space-between",
+                gap: 10,
+              }}
+            >
+              <View style={{ gap: 2, flex: 1 }}>
+                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }}>
+                  {selectedVisibleCount} selected
+                </Text>
+                <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
+                  Tap more pieces to add them, or tap again to deselect.
+                </Text>
+              </View>
+              <Pressable
+                onPress={handleSelectAllVisible}
+                disabled={bulkActionLoading}
+                style={({ pressed }) => ({
+                  height: 36,
+                  paddingHorizontal: 12,
+                  borderRadius: 999,
+                  alignItems: "center",
+                  justifyContent: "center",
+                  backgroundColor: "rgba(255,255,255,0.07)",
+                  opacity: bulkActionLoading ? 0.5 : pressed ? 0.78 : 1,
+                })}
+              >
+                <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }}>
+                  {allFilteredItemsSelected ? "Clear" : "Select all"}
+                </Text>
+              </Pressable>
+              <Pressable
+                onPress={clearSelection}
+                disabled={bulkActionLoading}
+                style={({ pressed }) => ({
+                  height: 36,
+                  paddingHorizontal: 12,
+                  borderRadius: 999,
+                  alignItems: "center",
+                  justifyContent: "center",
+                  backgroundColor: colors.overlay,
+                  opacity: bulkActionLoading ? 0.5 : pressed ? 0.78 : 1,
+                })}
+              >
+                <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
+                  Cancel
+                </Text>
+              </Pressable>
+            </View>
+
+            <ScrollView
+              horizontal
+              showsHorizontalScrollIndicator={false}
+              contentContainerStyle={{ gap: 10 }}
+            >
+              <BulkActionPill
+                icon="trash-outline"
+                label="Delete"
+                tone="destructive"
+                disabled={bulkActionLoading}
+                onPress={handleBulkDelete}
+              />
+              <BulkActionPill
+                icon="shirt-outline"
+                label="Laundry"
+                disabled={bulkActionLoading}
+                onPress={() => void runBulkAction("Move to laundry", async () => applyBulkStatus("IN_LAUNDRY"))}
+              />
+              <BulkActionPill
+                icon="refresh-outline"
+                label="Available"
+                disabled={bulkActionLoading}
+                onPress={() => void runBulkAction("Mark available", async () => applyBulkStatus("AVAILABLE"))}
+              />
+              <BulkActionPill
+                icon="star-outline"
+                label="Favorite"
+                disabled={bulkActionLoading}
+                onPress={handleBulkFavorite}
+              />
+              <BulkActionPill
+                icon="sparkles-outline"
+                label="Style selected"
+                disabled={bulkActionLoading}
+                onPress={handleBulkStyleSelected}
+              />
+              <BulkActionPill
+                icon="ellipsis-horizontal"
+                label="More"
+                disabled={bulkActionLoading}
+                onPress={() => setMoreActionsOpen(true)}
+              />
+            </ScrollView>
+          </View>
+        ) : null}
+
+        <View style={{ gap: 12 }}>
           <ClosetSearchBar value={search} onChangeText={setSearch} />
 
           <ClosetControlsRow
@@ -366,6 +1055,23 @@ export default function ClosetScreen() {
             onOpenFilters={() => setFiltersOpen(true)}
           />
         </View>
+      </View>
+
+      <ScrollView
+        showsVerticalScrollIndicator={false}
+        contentContainerStyle={{
+          paddingHorizontal: layout.horizontalPadding,
+          paddingTop: 18,
+          paddingBottom: layout.bottomDockPadding + 112,
+          gap: 18,
+        }}
+      >
+        <ClosetProcessingSection
+          items={processingItems}
+          onPressItem={handleReviewProcessingItem}
+          onRetry={(item) => void handleRetryProcessingItem(item)}
+          onRemove={(item) => void handleRemoveProcessingItem(item)}
+        />
 
         {loading ? (
           <View style={{ paddingVertical: 48, alignItems: "center" }}>
@@ -383,10 +1089,10 @@ export default function ClosetScreen() {
             }}
           >
             <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>
-              {items.length === 0 ? "Your closet is still empty" : "No pieces match these filters"}
+              {visibleItems.length === 0 ? "Your closet is still empty" : "No pieces match these filters"}
             </Text>
             <Text style={{ color: colors.textSecondary, lineHeight: 20 }}>
-              {items.length === 0
+              {visibleItems.length === 0
                 ? "Add a few pieces and Closet becomes your clean, category-first browser."
                 : "Try a broader search or clear one of the active filters."}
             </Text>
@@ -408,12 +1114,9 @@ export default function ClosetScreen() {
                   }));
                 }
               }
-              onPressItem={(item) =>
-                router.push({
-                  pathname: "/(tabs)/item/[id]",
-                  params: { id: item.id },
-                })
-              }
+              onPressItem={handleItemPress}
+              onLongPressItem={handleItemLongPress}
+              selectedItemIds={selectedItemIds}
             />
           ))
         )}
@@ -447,13 +1150,13 @@ export default function ClosetScreen() {
       />
 
       <Pressable
-        onPress={() => router.push("/(tabs)/add")}
+        onPress={() => setQuickAddOpen(true)}
         style={({ pressed }) => ({
           position: "absolute",
           right: layout.horizontalPadding,
-          bottom: layout.composerOffset - 2,
-          width: 58,
-          height: 58,
+          bottom: fabBottom,
+          width: 56,
+          height: 56,
           borderRadius: 999,
           alignItems: "center",
           justifyContent: "center",
@@ -478,6 +1181,333 @@ export default function ClosetScreen() {
         />
         <Ionicons name="add" size={26} color={colors.text} />
       </Pressable>
+
+      <Modal
+        visible={moreActionsOpen}
+        transparent
+        animationType="fade"
+        onRequestClose={() => setMoreActionsOpen(false)}
+      >
+        <Pressable
+          onPress={() => setMoreActionsOpen(false)}
+          style={{
+            flex: 1,
+            justifyContent: "flex-end",
+            backgroundColor: "rgba(0,0,0,0.48)",
+            paddingHorizontal: layout.horizontalPadding,
+            paddingBottom: layout.composerOffset + 18,
+          }}
+        >
+          <Pressable
+            onPress={() => {}}
+            style={{
+              borderRadius: 28,
+              padding: 16,
+              gap: 10,
+              backgroundColor: "rgba(18,22,29,0.98)",
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
+            }}
+          >
+            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+              More actions
+            </Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>
+              {selectedItems.length} selected item{selectedItems.length === 1 ? "" : "s"}
+            </Text>
+            <QuickAddAction
+              icon="share-social-outline"
+              label="Share"
+              disabled={bulkActionLoading}
+              onPress={handleBulkShare}
+            />
+            <QuickAddAction
+              icon="checkmark-done-outline"
+              label="Mark Worn"
+              disabled={bulkActionLoading}
+              onPress={handleBulkMarkWorn}
+            />
+            <QuickAddAction
+              icon="pricetags-outline"
+              label="Edit Tags / Bulk Edit"
+              disabled
+              onPress={() => {}}
+            />
+            <QuickAddAction
+              icon="albums-outline"
+              label="Add to Collection"
+              disabled
+              onPress={() => {}}
+            />
+            <QuickAddAction
+              icon="calendar-outline"
+              label="Plan to Calendar"
+              disabled
+              onPress={() => {}}
+            />
+            <QuickAddAction
+              icon="archive-outline"
+              label="Archive / Hide"
+              disabled
+              onPress={() => {}}
+            />
+          </Pressable>
+        </Pressable>
+      </Modal>
+
+      <Modal
+        visible={quickAddOpen}
+        transparent
+        animationType="fade"
+        onRequestClose={() => setQuickAddOpen(false)}
+      >
+        <Pressable
+          onPress={() => setQuickAddOpen(false)}
+          style={{
+            flex: 1,
+            justifyContent: "flex-end",
+            backgroundColor: "rgba(0,0,0,0.42)",
+            paddingHorizontal: layout.horizontalPadding,
+            paddingBottom: layout.composerOffset + 18,
+          }}
+        >
+          <Pressable
+            onPress={() => {}}
+            style={{
+              borderRadius: 28,
+              padding: 16,
+              gap: 10,
+              backgroundColor: "rgba(18,22,29,0.98)",
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
+            }}
+          >
+            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+              Add to wardrobe
+            </Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>
+              Snap it, and Wardrobe AI will process it in the background.
+            </Text>
+            <QuickAddAction
+              icon="camera-outline"
+              label="Take Photo"
+              disabled={quickAdding}
+              onPress={() => void handleTakePhoto()}
+            />
+            <QuickAddAction
+              icon="images-outline"
+              label="Choose Photos"
+              disabled={quickAdding}
+              onPress={() => void handleChoosePhotos()}
+            />
+            <QuickAddAction
+              icon="link-outline"
+              label="Paste Product Link"
+              disabled={quickAdding}
+              onPress={handlePasteProductLinkAction}
+            />
+            <QuickAddAction
+              icon="create-outline"
+              label="Add Manually"
+              disabled={quickAdding}
+              onPress={() => {
+                setQuickAddOpen(false);
+                router.push("/(tabs)/add");
+              }}
+            />
+          </Pressable>
+        </Pressable>
+      </Modal>
+
+      <Modal
+        visible={linkModalOpen}
+        transparent
+        animationType="fade"
+        onRequestClose={() => setLinkModalOpen(false)}
+      >
+        <Pressable
+          onPress={() => setLinkModalOpen(false)}
+          style={{
+            flex: 1,
+            justifyContent: "center",
+            backgroundColor: "rgba(0,0,0,0.54)",
+            paddingHorizontal: layout.horizontalPadding,
+          }}
+        >
+          <Pressable
+            onPress={() => {}}
+            style={{
+              borderRadius: 26,
+              padding: 16,
+              gap: 12,
+              backgroundColor: "rgba(18,22,29,0.98)",
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
+            }}
+          >
+            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+              Paste product link
+            </Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>
+              Paste or type a product URL, then review it in AURA before saving.
+            </Text>
+            <TextInput
+              value={productLink}
+              onChangeText={(value) => {
+                setProductLink(value);
+                setProductLinkTouched(true);
+              }}
+              autoCapitalize="none"
+              autoCorrect={false}
+              keyboardAppearance="dark"
+              placeholder="https://..."
+              placeholderTextColor={colors.textSecondary}
+              onSubmitEditing={() => void handleImportProductLink()}
+              style={{
+                minHeight: 50,
+                borderRadius: 18,
+                paddingHorizontal: 14,
+                color: colors.text,
+                backgroundColor: "rgba(255,255,255,0.055)",
+                borderWidth: 1,
+                borderColor: "rgba(255,255,255,0.08)",
+              }}
+            />
+            {productLinkInlineError ? (
+              <Text style={{ color: "#ff9b9b", fontSize: 12, lineHeight: 16 }}>
+                {productLinkInlineError}
+              </Text>
+            ) : null}
+            <View style={{ flexDirection: "row", gap: 10 }}>
+              <Pressable
+                onPress={() => void handlePasteFromClipboard()}
+                disabled={quickAdding}
+                style={({ pressed }) => ({
+                  flex: 1,
+                  height: 48,
+                  borderRadius: 16,
+                  alignItems: "center",
+                  justifyContent: "center",
+                  backgroundColor: "rgba(255,255,255,0.055)",
+                  borderWidth: 1,
+                  borderColor: "rgba(255,255,255,0.08)",
+                  opacity: quickAdding ? 0.55 : pressed ? 0.82 : 1,
+                })}
+              >
+                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>
+                  Paste
+                </Text>
+              </Pressable>
+              <Pressable
+                onPress={() => void handleImportProductLink()}
+                disabled={quickAdding || !normalizedProductLink}
+                style={({ pressed }) => ({
+                  flex: 1,
+                  height: 48,
+                  borderRadius: 16,
+                  alignItems: "center",
+                  justifyContent: "center",
+                  backgroundColor: colors.aiAccent,
+                  opacity: quickAdding || !normalizedProductLink ? 0.55 : pressed ? 0.86 : 1,
+                })}
+              >
+                <Text style={{ color: "#081019", fontSize: 14, fontWeight: "900" }}>
+                  {quickAdding ? "Searching..." : "Search"}
+                </Text>
+              </Pressable>
+            </View>
+          </Pressable>
+        </Pressable>
+      </Modal>
     </View>
   );
 }
+
+function QuickAddAction({
+  icon,
+  label,
+  disabled,
+  onPress,
+}: {
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  disabled?: boolean;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      disabled={disabled}
+      style={({ pressed }) => ({
+        height: 52,
+        borderRadius: 18,
+        paddingHorizontal: 14,
+        flexDirection: "row",
+        alignItems: "center",
+        gap: 12,
+        backgroundColor: "rgba(255,255,255,0.055)",
+        opacity: disabled ? 0.5 : pressed ? 0.76 : 1,
+      })}
+    >
+      <Ionicons name={icon} size={20} color={colors.text} />
+      <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>
+        {label}
+      </Text>
+    </Pressable>
+  );
+}
+
+function BulkActionPill({
+  icon,
+  label,
+  onPress,
+  disabled,
+  tone = "default",
+}: {
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  onPress: () => void;
+  disabled?: boolean;
+  tone?: "default" | "destructive";
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Pressable
+      onPress={onPress}
+      disabled={disabled}
+      style={({ pressed }) => ({
+        minWidth: 86,
+        height: 54,
+        paddingHorizontal: 14,
+        borderRadius: 18,
+        alignItems: "center",
+        justifyContent: "center",
+        gap: 4,
+        backgroundColor:
+          tone === "destructive" ? "rgba(126,32,32,0.32)" : "rgba(255,255,255,0.055)",
+        borderWidth: 1,
+        borderColor:
+          tone === "destructive" ? "rgba(255,120,120,0.24)" : "rgba(255,255,255,0.08)",
+        opacity: disabled ? 0.45 : pressed ? 0.78 : 1,
+      })}
+    >
+      <Ionicons
+        name={icon}
+        size={18}
+        color={tone === "destructive" ? "#ffb1b1" : colors.text}
+      />
+      <Text
+        style={{
+          color: tone === "destructive" ? "#ffd1d1" : colors.text,
+          fontSize: 11.5,
+          fontWeight: "800",
+        }}
+        numberOfLines={1}
+      >
+        {label}
+      </Text>
+    </Pressable>
+  );
+}
diff --git a/src/components/DailyOutfitCard.tsx b/src/components/DailyOutfitCard.tsx
index ea87be2..517be10 100644
--- a/src/components/DailyOutfitCard.tsx
+++ b/src/components/DailyOutfitCard.tsx
@@ -4,9 +4,10 @@ import { Alert, Pressable, StyleSheet, Text, View } from "react-native";
 import { ClothingItem } from "../../src/types/ClothingItem";
 import { DailyOutfitRecord, PlannedOutfit } from "../utils/dailyOutfits";
 import { lookToItems, PlannedLook } from "../utils/outfitPlanning";
-import OutfitGrid from "./OutfitGrid";
+import FlatLayCanvas from "@/src/components/outfit/FlatLayCanvas";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 
 type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
 
@@ -107,11 +108,7 @@ export default function DailyOutfitCard({
 
       {thinking ? <Text style={[styles.thinking, { color: colors.textSecondary }]}>✨ Thinking…</Text> : null}
       <View style={{ height: 10 }} />
-      <OutfitGrid
-        items={gridItems}
-        editable={!hasWorn && !isPastDate}
-        onPressSlot={onSwapSlot}
-      />
+      <FlatLayCanvas items={gridItems} />
 
       {activeLook ? (
         <View style={styles.scoreWrap}>
@@ -127,18 +124,26 @@ export default function DailyOutfitCard({
           <Text style={[styles.muted, { color: colors.textSecondary }]}>Outfit already marked worn.</Text>
         ) : hasPlanned ? (
           <>
-            <Pressable style={[styles.primaryBtn, { backgroundColor: colors.accent }]} onPress={onMarkWorn}>
-              <Text style={styles.primaryBtnText}>Mark Worn</Text>
-            </Pressable>
+            <AuraGradientButton
+              label="Mark Worn"
+              onPress={onMarkWorn}
+              gradientColors={[colors.iridescentStart, colors.iridescentMid, colors.iridescentEnd]}
+              labelColor={colors.background}
+              style={styles.primaryBtn}
+            />
             <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.surface }]} onPress={() => Alert.alert("Edit", "Tap a slot to swap an item.") }>
               <Text style={[styles.secondaryBtnText, { color: colors.text }]}>Edit/Swap</Text>
             </Pressable>
           </>
         ) : (
           <>
-            <Pressable style={[styles.primaryBtn, { backgroundColor: colors.accent }]} onPress={onUseOutfit}>
-              <Text style={styles.primaryBtnText}>Use this outfit</Text>
-            </Pressable>
+            <AuraGradientButton
+              label="Use this outfit"
+              onPress={onUseOutfit}
+              gradientColors={[colors.iridescentStart, colors.iridescentMid, colors.iridescentEnd]}
+              labelColor={colors.background}
+              style={styles.primaryBtn}
+            />
             <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.surface }]} onPress={onWhy}>
               <Text style={[styles.secondaryBtnText, { color: colors.text }]}>Why?</Text>
             </Pressable>
@@ -170,8 +175,9 @@ const styles = StyleSheet.create({
     borderWidth: 1,
   },
   title: {
-    fontSize: 16,
-    fontWeight: "800",
+    fontSize: 18,
+    fontWeight: "700",
+    letterSpacing: -0.3,
   },
   segRow: {
     marginTop: 10,
@@ -203,6 +209,8 @@ const styles = StyleSheet.create({
   },
   reason: {
     fontSize: 12,
+    lineHeight: 18,
+    opacity: 0.65,
   },
   actionsRow: {
     marginTop: 12,
@@ -216,10 +224,6 @@ const styles = StyleSheet.create({
     alignItems: "center",
     paddingVertical: 11,
   },
-  primaryBtnText: {
-    color: "#fff",
-    fontWeight: "800",
-  },
   secondaryBtn: {
     borderWidth: 1,
     borderRadius: 12,
diff --git a/src/components/OutfitGrid.tsx b/src/components/OutfitGrid.tsx
index 029de0b..b55f796 100644
--- a/src/components/OutfitGrid.tsx
+++ b/src/components/OutfitGrid.tsx
@@ -1,5 +1,6 @@
 import React from "react";
-import { Image, Pressable, StyleSheet, Text, View } from "react-native";
+import FastImage from "@d11/react-native-fast-image";
+import { Pressable, StyleSheet, Text, View } from "react-native";
 
 import { getItemImageUrl } from "../../src/lib/itemImage";
 import { ClothingItem } from "../../src/types/ClothingItem";
@@ -35,7 +36,15 @@ function Tile({
       style={[styles.tile, editable ? styles.tileEditable : null]}
     >
       {uri ? (
-        <Image source={{ uri }} style={styles.image} resizeMode="contain" />
+        <FastImage
+          source={{
+            uri,
+            priority: FastImage.priority.normal,
+            cache: FastImage.cacheControl.immutable,
+          }}
+          style={styles.image}
+          resizeMode={FastImage.resizeMode.contain}
+        />
       ) : (
         <View style={styles.placeholder}>
           <Text style={styles.placeholderText}>Pick item</Text>
diff --git a/src/components/OutfitPlanCard.tsx b/src/components/OutfitPlanCard.tsx
index 97928d3..ff450de 100644
--- a/src/components/OutfitPlanCard.tsx
+++ b/src/components/OutfitPlanCard.tsx
@@ -1,5 +1,6 @@
 import React from "react";
-import { Image, Pressable, StyleSheet, Text, View } from "react-native";
+import FastImage from "@d11/react-native-fast-image";
+import { Pressable, StyleSheet, Text, View } from "react-native";
 
 import { getItemImageUrl } from "../../src/lib/itemImage";
 import { ClothingItem } from "../../src/types/ClothingItem";
@@ -30,7 +31,15 @@ function SlotCard({ label, item }: { label: string; item: ClothingItem | null })
   return (
     <View style={styles.slotCard}>
       {uri ? (
-        <Image source={{ uri }} style={styles.slotImage} resizeMode="contain" />
+        <FastImage
+          source={{
+            uri,
+            priority: FastImage.priority.normal,
+            cache: FastImage.cacheControl.immutable,
+          }}
+          style={styles.slotImage}
+          resizeMode={FastImage.resizeMode.contain}
+        />
       ) : (
         <View style={styles.slotPlaceholder}>
           <Text style={styles.placeholderText}>No photo</Text>
diff --git a/src/components/OutfitPreviewCard.tsx b/src/components/OutfitPreviewCard.tsx
index 669aee9..ea60cb8 100644
--- a/src/components/OutfitPreviewCard.tsx
+++ b/src/components/OutfitPreviewCard.tsx
@@ -1,5 +1,6 @@
 import React from "react";
-import { Image, Pressable, StyleSheet, Text, View } from "react-native";
+import FastImage from "@d11/react-native-fast-image";
+import { Pressable, StyleSheet, Text, View } from "react-native";
 
 import { getItemImageUrl } from "../../src/lib/itemImage";
 import { ClothingItem } from "../../src/types/ClothingItem";
@@ -22,7 +23,17 @@ function SlotTile({ label, item }: { label: string; item: ClothingItem | null })
   const uri = item ? getItemImageUrl(item, { variant: "thumb" }) : null;
   return (
     <View style={styles.tile}>
-      {uri ? <Image source={{ uri }} style={styles.image} resizeMode="contain" /> : <View style={styles.placeholder} />}
+      {uri ? (
+        <FastImage
+          source={{
+            uri,
+            priority: FastImage.priority.normal,
+            cache: FastImage.cacheControl.immutable,
+          }}
+          style={styles.image}
+          resizeMode={FastImage.resizeMode.contain}
+        />
+      ) : <View style={styles.placeholder} />}
       <Text style={styles.slotLabel}>{label}</Text>
       <Text style={styles.slotValue} numberOfLines={1}>
         {slotTitle(item, label)}
diff --git a/src/components/closet/ClosetCategorySection.tsx b/src/components/closet/ClosetCategorySection.tsx
index 7162316..321075e 100644
--- a/src/components/closet/ClosetCategorySection.tsx
+++ b/src/components/closet/ClosetCategorySection.tsx
@@ -1,6 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Pressable, ScrollView, Text, View } from "react-native";
+import { Pressable, Text, View } from "react-native";
 
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
@@ -14,20 +14,26 @@ export function ClosetCategorySection({
   subcategories,
   onToggle,
   onPressItem,
+  onLongPressItem,
+  selectedItemIds,
 }: {
   title: string;
   count: number;
   expanded: boolean;
-  subcategories: Array<{ label: string; items: ClosetItem[] }>;
+  subcategories: { label: string; items: ClosetItem[] }[];
   onToggle: () => void;
   onPressItem: (item: ClosetItem) => void;
+  onLongPressItem?: (item: ClosetItem) => void;
+  selectedItemIds?: Set<string>;
 }) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const categoryItems = subcategories.flatMap((group) => group.items);
+  const gridGap = 16;
+  const gridCardWidth = (layout.width - layout.horizontalPadding * 2 - gridGap) / 2;
 
   return (
-    <View style={{ gap: 12 }}>
+    <View style={{ gap: 14 }}>
       <View style={{ height: 1, backgroundColor: "rgba(255,255,255,0.055)" }} />
       <Pressable
         onPress={onToggle}
@@ -36,10 +42,10 @@ export function ClosetCategorySection({
           alignItems: "center",
           justifyContent: "space-between",
           gap: 12,
-          paddingVertical: 2,
+          paddingVertical: 4,
         }}
       >
-        <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+        <View style={{ flexDirection: "row", alignItems: "center", gap: 9, flex: 1 }}>
           <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: -0.2 }}>
             {title}
           </Text>
@@ -64,17 +70,19 @@ export function ClosetCategorySection({
             backgroundColor: colors.overlay,
           }}
         >
-          <Text style={{ color: colors.textSecondary, fontSize: 18, fontWeight: "700", marginTop: expanded ? -2 : 0 }}>
-            {expanded ? "⌃" : "+"}
-          </Text>
+          <Ionicons
+            name={expanded ? "chevron-up" : "chevron-down"}
+            size={16}
+            color={colors.textSecondary}
+          />
         </View>
       </Pressable>
 
       {expanded ? (
-        <View style={{ gap: 14 }}>
+        <View style={{ gap: 18 }}>
           {subcategories.map((group) => (
-            <View key={group.label} style={{ gap: 10 }}>
-              <View style={{ gap: 8 }}>
+            <View key={group.label} style={{ gap: 11 }}>
+              <View style={{ gap: 9 }}>
                 <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
                   <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800", letterSpacing: 0.2 }}>
                     {group.label}
@@ -92,28 +100,48 @@ export function ClosetCategorySection({
                   }}
                 />
               </View>
-              <ScrollView
-                horizontal
-                showsHorizontalScrollIndicator={false}
-                contentContainerStyle={{ gap: 10, paddingRight: 2 }}
+              <View
+                style={{
+                  flexDirection: "row",
+                  flexWrap: "wrap",
+                  gap: gridGap,
+                }}
               >
-                {group.items.map((item) => (
-                  <ClosetItemCard key={item.id} item={item} onPress={() => onPressItem(item)} />
+                {group.items.map((item, index) => (
+                  <ClosetItemCard
+                    key={item.id}
+                    item={item}
+                    onPress={() => onPressItem(item)}
+                    onLongPress={onLongPressItem ? () => onLongPressItem(item) : undefined}
+                    selected={selectedItemIds?.has(item.id) ?? false}
+                    width={gridCardWidth}
+                    animateIndex={index}
+                  />
                 ))}
-              </ScrollView>
+              </View>
             </View>
           ))}
         </View>
       ) : (
-        <ScrollView
-          horizontal
-          showsHorizontalScrollIndicator={false}
-          contentContainerStyle={{ gap: 10, paddingRight: 2 }}
+        <View
+          style={{
+            flexDirection: "row",
+            flexWrap: "wrap",
+            gap: gridGap,
+          }}
         >
-          {categoryItems.map((item) => (
-            <ClosetItemCard key={item.id} item={item} onPress={() => onPressItem(item)} />
+          {categoryItems.map((item, index) => (
+            <ClosetItemCard
+              key={item.id}
+              item={item}
+              onPress={() => onPressItem(item)}
+              onLongPress={onLongPressItem ? () => onLongPressItem(item) : undefined}
+              selected={selectedItemIds?.has(item.id) ?? false}
+              width={gridCardWidth}
+              animateIndex={index}
+            />
           ))}
-        </ScrollView>
+        </View>
       )}
     </View>
   );
diff --git a/src/components/closet/ClosetControlsRow.tsx b/src/components/closet/ClosetControlsRow.tsx
index 27c8f0b..84f3b22 100644
--- a/src/components/closet/ClosetControlsRow.tsx
+++ b/src/components/closet/ClosetControlsRow.tsx
@@ -18,7 +18,7 @@ export function ClosetControlsRow({
   const layout = useResponsiveLayout();
 
   return (
-    <View style={{ flexDirection: "row", gap: 10 }}>
+    <View style={{ flexDirection: "row", gap: 11 }}>
       <Pressable
         onPress={onOpenFilters}
         style={{
@@ -30,7 +30,7 @@ export function ClosetControlsRow({
           borderColor: colors.border,
           backgroundColor: colors.surface,
           paddingHorizontal: 14,
-          paddingVertical: 9,
+          height: 42,
         }}
       >
         <Ionicons name="options-outline" size={16} color={colors.text} />
@@ -45,8 +45,8 @@ export function ClosetControlsRow({
           borderColor: colors.border,
           backgroundColor: colors.surface,
           paddingHorizontal: 14,
-          paddingVertical: 9,
           justifyContent: "center",
+          height: 42,
         }}
       >
         <Text
diff --git a/src/components/closet/ClosetHeader.tsx b/src/components/closet/ClosetHeader.tsx
index 1be3fe6..cebc4ab 100644
--- a/src/components/closet/ClosetHeader.tsx
+++ b/src/components/closet/ClosetHeader.tsx
@@ -17,9 +17,9 @@ export function ClosetHeader({
   const layout = useResponsiveLayout();
 
   return (
-    <View style={{ gap: 8, paddingBottom: 2 }}>
-      <View style={{ gap: 6 }}>
-        <Text style={{ color: colors.text, fontSize: 28 * layout.titleScale, fontWeight: "900" }}>
+    <View style={{ gap: 8 }}>
+      <View style={{ gap: 7 }}>
+        <Text style={{ color: colors.text, fontSize: 28 * layout.titleScale, fontWeight: "900", letterSpacing: -0.5 }}>
           Closet
         </Text>
         <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
diff --git a/src/components/closet/ClosetItemCard.tsx b/src/components/closet/ClosetItemCard.tsx
index 3388af6..56d6a38 100644
--- a/src/components/closet/ClosetItemCard.tsx
+++ b/src/components/closet/ClosetItemCard.tsx
@@ -1,6 +1,16 @@
-import React from "react";
-import { Image, Pressable, Text, View } from "react-native";
+import { Ionicons } from "@expo/vector-icons";
+import FastImage from "@d11/react-native-fast-image";
+import React, { useEffect } from "react";
+import { Pressable, Text, View } from "react-native";
+import Animated, {
+  Easing,
+  useAnimatedStyle,
+  useSharedValue,
+  withDelay,
+  withTiming,
+} from "react-native-reanimated";
 
+import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
@@ -19,56 +29,112 @@ function titleFor(item: ClosetItem) {
 export function ClosetItemCard({
   item,
   onPress,
+  onLongPress,
+  selected = false,
+  width,
+  animateIndex = 0,
 }: {
   item: ClosetItem;
   onPress: () => void;
+  onLongPress?: () => void;
+  selected?: boolean;
+  width?: number;
+  animateIndex?: number;
 }) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
+  const reduceMotion = useReduceMotion();
   const imageUrl = getItemImageUrl(item, { variant: "thumb" });
   const imagePresentation = getItemImagePresentation(item, { surface: "closet_card" });
+  const cardWidth = width ?? (layout.screenSize === "compact" ? 132 : 144);
+  const imageHeight = width ? cardWidth * 1.2 : layout.screenSize === "compact" ? 150 : 160;
+  const textBlockHeight = 70;
+  const opacity = useSharedValue(reduceMotion ? 1 : 0);
+  const translateY = useSharedValue(reduceMotion ? 0 : 6);
+
+  useEffect(() => {
+    if (reduceMotion) {
+      opacity.value = 1;
+      translateY.value = 0;
+      return;
+    }
+    const delay = Math.min(400, animateIndex * 40);
+    opacity.value = withDelay(
+      delay,
+      withTiming(1, { duration: 250, easing: Easing.out(Easing.cubic) }),
+    );
+    translateY.value = withDelay(
+      delay,
+      withTiming(0, { duration: 250, easing: Easing.out(Easing.cubic) }),
+    );
+  }, [animateIndex, opacity, reduceMotion, translateY]);
+
+  const entryStyle = useAnimatedStyle(() => ({
+    opacity: opacity.value,
+    transform: [{ translateY: translateY.value }],
+  }));
 
   return (
-    <Pressable
-      onPress={onPress}
-      style={({ pressed }) => ({
-        width: layout.screenSize === "compact" ? 130 : 142,
-        borderRadius: 18,
-        backgroundColor: "rgba(255,255,255,0.02)",
-        overflow: "hidden",
-        shadowColor: "#000",
-        shadowOpacity: 0.12,
-        shadowRadius: 10,
-        shadowOffset: { width: 0, height: 6 },
-        elevation: 6,
-        opacity: pressed ? 0.9 : 1,
-      })}
-    >
+    <Animated.View style={entryStyle}>
+      <Pressable
+        onPress={onPress}
+        onLongPress={onLongPress}
+        delayLongPress={180}
+        style={({ pressed }) => ({
+          width: cardWidth,
+          borderRadius: 20,
+          backgroundColor: colors.surface2,
+          borderWidth: selected ? 1.5 : 1,
+          borderColor: selected ? colors.iridescentStart : "rgba(243,223,195,0.1)",
+          overflow: "hidden",
+          shadowColor: colors.shadow,
+          shadowOpacity: 0.18,
+          shadowRadius: 18,
+          shadowOffset: { width: 0, height: 10 },
+          elevation: 6,
+          opacity: pressed ? 0.9 : 1,
+        })}
+      >
       <View
         style={{
-          aspectRatio: imagePresentation.containerAspectRatio,
+          aspectRatio: width ? 1 / 1.2 : imagePresentation.containerAspectRatio,
+          minHeight: imageHeight,
           backgroundColor: "transparent",
           alignItems: "center",
           justifyContent: "center",
           overflow: "hidden",
-          paddingHorizontal: 4,
-          paddingTop: 4,
-          paddingBottom: 2,
+          paddingHorizontal: 12,
+          paddingTop: 12,
+          paddingBottom: 10,
         }}
       >
         {imageUrl ? (
-          <Image
-            source={{ uri: imageUrl }}
-            style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-            resizeMode={imagePresentation.resizeMode}
-          />
+          <View
+            style={{
+              width: "100%",
+              height: "100%",
+              alignItems: "center",
+              justifyContent: "center",
+              overflow: "hidden",
+            }}
+          >
+            <FastImage
+              source={{
+                uri: imageUrl,
+                priority: FastImage.priority.normal,
+                cache: FastImage.cacheControl.immutable,
+              }}
+              style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+              resizeMode={FastImage.resizeMode.contain}
+            />
+          </View>
         ) : (
           <View
             style={{
               width: "82%",
               height: "82%",
               borderRadius: 16,
-              backgroundColor: "rgba(255,255,255,0.025)",
+              backgroundColor: "rgba(255,255,255,0.03)",
               alignItems: "center",
               justifyContent: "center",
               gap: 6,
@@ -92,27 +158,28 @@ export function ClosetItemCard({
       <View
         style={{
           gap: 3,
-          paddingHorizontal: 8,
-          paddingTop: 6,
+          minHeight: textBlockHeight,
+          paddingHorizontal: 9,
+          paddingTop: 7,
           paddingBottom: 10,
         }}
       >
         <Text
-          style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}
-          numberOfLines={1}
+          style={{ color: colors.text, fontSize: 12.5, lineHeight: 16, fontWeight: "800" }}
+          numberOfLines={width ? 2 : 1}
           ellipsizeMode="tail"
         >
           {titleFor(item)}
         </Text>
         <Text
-          style={{ color: "rgba(255,255,255,0.64)", fontSize: 10.5, fontWeight: "700", letterSpacing: 0.2 }}
+          style={{ color: colors.textSecondary, opacity: 0.6, fontSize: 10.5, lineHeight: 16, fontWeight: "700", letterSpacing: 0.2 }}
           numberOfLines={1}
           ellipsizeMode="tail"
         >
           {sanitizeDisplayText(item.brand) || "No brand"}
         </Text>
         <Text
-          style={{ color: colors.textSecondary, fontSize: 10 }}
+          style={{ color: colors.textSecondary, opacity: 0.6, fontSize: 10, lineHeight: 15 }}
           numberOfLines={1}
           ellipsizeMode="tail"
         >
@@ -120,6 +187,31 @@ export function ClosetItemCard({
           {item.primaryColor ? ` · ${sanitizeDisplayText(item.primaryColor)}` : ""}
         </Text>
       </View>
-    </Pressable>
+
+      {selected ? (
+        <View
+          pointerEvents="none"
+          style={{
+            position: "absolute",
+            top: 10,
+            right: 10,
+            width: 22,
+            height: 22,
+            borderRadius: 999,
+            alignItems: "center",
+            justifyContent: "center",
+            backgroundColor: "rgba(243,223,195,0.18)",
+            shadowColor: "#000",
+            shadowOpacity: 0.18,
+            shadowRadius: 8,
+            shadowOffset: { width: 0, height: 4 },
+            elevation: 5,
+          }}
+        >
+          <Ionicons name="checkmark" size={14} color={colors.text} />
+        </View>
+      ) : null}
+      </Pressable>
+    </Animated.View>
   );
 }
diff --git a/src/components/closet/ClosetProcessingSection.tsx b/src/components/closet/ClosetProcessingSection.tsx
new file mode 100644
index 0000000..cbde65d
--- /dev/null
+++ b/src/components/closet/ClosetProcessingSection.tsx
@@ -0,0 +1,209 @@
+import FastImage from "@d11/react-native-fast-image";
+import { ActivityIndicator, Pressable, Text, View } from "react-native";
+import { Ionicons } from "@expo/vector-icons";
+
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
+import { getItemLifecycleStatus, type ClosetItem } from "@/src/lib/items";
+import { sanitizeDisplayText } from "@/src/lib/text";
+
+function titleFor(item: ClosetItem) {
+  return (
+    sanitizeDisplayText(item.name) ||
+    sanitizeDisplayText(item.subCategory) ||
+    sanitizeDisplayText(item.category) ||
+    "New wardrobe item"
+  );
+}
+
+function statusText(item: ClosetItem) {
+  const lifecycle = getItemLifecycleStatus(item);
+  if (lifecycle === "uploading") return "Uploading...";
+  if (lifecycle === "processing") return "Processing...";
+  if (lifecycle === "needs_review") return "Needs review";
+  if (lifecycle === "failed") return "Failed";
+  return "Ready";
+}
+
+export function ClosetProcessingSection({
+  items,
+  onPressItem,
+  onRetry,
+  onRemove,
+}: {
+  items: ClosetItem[];
+  onPressItem: (item: ClosetItem) => void;
+  onRetry: (item: ClosetItem) => void;
+  onRemove: (item: ClosetItem) => void;
+}) {
+  const { colors } = useAppTheme();
+  if (!items.length) return null;
+
+  return (
+    <View style={{ gap: 12 }}>
+      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
+        <View style={{ gap: 3 }}>
+          <Text style={{ color: colors.text, fontSize: 17, fontWeight: "900" }}>
+            Adding now
+          </Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "600" }}>
+            New pieces appear here while AURA finishes them.
+          </Text>
+        </View>
+        <View
+          style={{
+            borderRadius: 999,
+            paddingHorizontal: 9,
+            paddingVertical: 4,
+            backgroundColor: "rgba(143,216,255,0.12)",
+          }}
+        >
+          <Text style={{ color: colors.aiAccent, fontSize: 11.5, fontWeight: "900" }}>
+            {items.length}
+          </Text>
+        </View>
+      </View>
+
+      <View style={{ gap: 10 }}>
+        {items.map((item) => (
+          <ProcessingItemRow
+            key={item.id}
+            item={item}
+            onPress={() => onPressItem(item)}
+            onRetry={() => onRetry(item)}
+            onRemove={() => onRemove(item)}
+          />
+        ))}
+      </View>
+    </View>
+  );
+}
+
+function ProcessingItemRow({
+  item,
+  onPress,
+  onRetry,
+  onRemove,
+}: {
+  item: ClosetItem;
+  onPress: () => void;
+  onRetry: () => void;
+  onRemove: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const lifecycle = getItemLifecycleStatus(item);
+  const imageUrl = getItemImageUrl(item, { variant: "thumb" });
+  const presentation = getItemImagePresentation(item, { surface: "closet_card" });
+  const canAct = lifecycle === "needs_review" || lifecycle === "failed";
+
+  return (
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        flexDirection: "row",
+        gap: 12,
+        alignItems: "center",
+        borderRadius: 22,
+        padding: 10,
+        backgroundColor: "rgba(255,255,255,0.035)",
+        borderWidth: 1,
+        borderColor:
+          lifecycle === "failed"
+            ? "rgba(255,99,99,0.22)"
+            : lifecycle === "needs_review"
+              ? "rgba(255,214,143,0.2)"
+              : "rgba(255,255,255,0.07)",
+        opacity: pressed ? 0.86 : 1,
+      })}
+    >
+      <View
+        style={{
+          width: 62,
+          height: 74,
+          borderRadius: 16,
+          overflow: "hidden",
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: "rgba(255,255,255,0.04)",
+        }}
+      >
+        {imageUrl ? (
+          <FastImage
+            source={{
+              uri: imageUrl,
+              priority: FastImage.priority.normal,
+              cache: FastImage.cacheControl.immutable,
+            }}
+            resizeMode={FastImage.resizeMode.contain}
+            style={[{ width: "92%", height: "92%" }, presentation.imageStyle]}
+          />
+        ) : (
+          <Ionicons name="shirt-outline" size={22} color={colors.textSecondary} />
+        )}
+      </View>
+
+      <View style={{ flex: 1, gap: 4, minWidth: 0 }}>
+        <Text style={{ color: colors.text, fontSize: 14.5, fontWeight: "900" }} numberOfLines={1}>
+          {titleFor(item)}
+        </Text>
+        <View style={{ flexDirection: "row", alignItems: "center", gap: 7 }}>
+          {lifecycle === "processing" || lifecycle === "uploading" ? (
+            <ActivityIndicator size="small" color={colors.aiAccent} />
+          ) : (
+            <Ionicons
+              name={lifecycle === "failed" ? "warning-outline" : "create-outline"}
+              size={14}
+              color={lifecycle === "failed" ? "#ff8f8f" : colors.aiAccent}
+            />
+          )}
+          <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "700" }}>
+            {statusText(item)}
+          </Text>
+        </View>
+        {canAct ? (
+          <View style={{ flexDirection: "row", gap: 8, marginTop: 4 }}>
+            {lifecycle === "failed" ? (
+              <MiniAction label="Retry" onPress={onRetry} />
+            ) : null}
+            <MiniAction label={lifecycle === "needs_review" ? "Review" : "Edit"} onPress={onPress} />
+            <MiniAction label="Remove" onPress={onRemove} muted />
+          </View>
+        ) : null}
+      </View>
+    </Pressable>
+  );
+}
+
+function MiniAction({
+  label,
+  onPress,
+  muted,
+}: {
+  label: string;
+  onPress: () => void;
+  muted?: boolean;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        borderRadius: 999,
+        paddingHorizontal: 10,
+        paddingVertical: 6,
+        backgroundColor: muted ? "rgba(255,255,255,0.045)" : "rgba(143,216,255,0.14)",
+        opacity: pressed ? 0.75 : 1,
+      })}
+    >
+      <Text
+        style={{
+          color: muted ? colors.textSecondary : colors.aiAccent,
+          fontSize: 11.5,
+          fontWeight: "900",
+        }}
+      >
+        {label}
+      </Text>
+    </Pressable>
+  );
+}
diff --git a/src/components/closet/ClosetSearchBar.tsx b/src/components/closet/ClosetSearchBar.tsx
index b747abc..3bf9e84 100644
--- a/src/components/closet/ClosetSearchBar.tsx
+++ b/src/components/closet/ClosetSearchBar.tsx
@@ -26,7 +26,7 @@ export function ClosetSearchBar({
         borderColor: colors.border,
         backgroundColor: colors.surface,
         paddingHorizontal: 16,
-        paddingVertical: 12,
+        height: 50,
       }}
     >
       <Ionicons name="search-outline" size={18} color={colors.textSecondary} />
@@ -35,7 +35,14 @@ export function ClosetSearchBar({
         onChangeText={onChangeText}
         placeholder="Search by item, brand, category, color"
         placeholderTextColor={colors.textSecondary}
-        style={{ flex: 1, color: colors.text, fontSize: 15 }}
+        numberOfLines={1}
+        style={{
+          flex: 1,
+          color: colors.text,
+          fontSize: 15,
+          paddingVertical: 0,
+          includeFontPadding: false,
+        }}
       />
     </View>
   );
diff --git a/src/components/home/AuraLookModule.tsx b/src/components/home/AuraLookModule.tsx
index e084137..15f6686 100644
--- a/src/components/home/AuraLookModule.tsx
+++ b/src/components/home/AuraLookModule.tsx
@@ -2,6 +2,8 @@ import React from "react";
 import { Pressable, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
+import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -25,7 +27,7 @@ export default function AuraLookModule({
   look: AuraLook | null;
   itemsById: Map<string, ClothingItem>;
   onAskAura: (prompt?: string) => void;
-  onAction?: (action: AuraLookAction) => void;
+  onAction?: (action: AuraLookAction, look: AuraLook) => void;
   eyebrow?: string;
   title?: string;
   subtitle?: string;
@@ -38,42 +40,33 @@ export default function AuraLookModule({
 
   if (!look) {
     return (
-      <View
+      <AuraGlassCard
+        auraBorder
         style={{
           borderRadius: layout.largeRadius,
-          padding: layout.cardPadding,
-          backgroundColor: "rgba(255,255,255,0.035)",
-          borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.08)",
           gap: 12,
         }}
       >
+        <View style={{ padding: layout.cardPadding, gap: 12 }}>
         <View style={{ gap: 4 }}>
-          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800", letterSpacing: 0.8 }}>
+          <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
             {eyebrow}
           </Text>
-          <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900" }}>
+          <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900", letterSpacing: -0.5 }}>
             {fallbackTitle}
           </Text>
-          <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 21 }}>
+          <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 14, lineHeight: 23 }}>
             {fallbackBody ?? "Ask AURA for a date look, a casual look, or a sharper outfit and Home will surface the visual recommendation here."}
           </Text>
         </View>
 
         <View style={{ flexDirection: "row", gap: 10 }}>
-          <Pressable
-            onPress={() => onAskAura(primaryPrompt ?? "Build a casual look with a visual outfit recommendation.")}
-            style={({ pressed }) => ({
-              flex: 1,
-              borderRadius: layout.mediumRadius,
-              paddingVertical: 13,
-              alignItems: "center",
-              backgroundColor: colors.accent,
-              opacity: pressed ? 0.88 : 1,
-            })}
-          >
-            <Text style={{ color: "#fff", fontWeight: "900" }}>Build a look</Text>
-          </Pressable>
+          <View style={{ flex: 1 }}>
+            <AuraGradientButton
+              label="Build a look"
+              onPress={() => onAskAura(primaryPrompt ?? "Build a casual look with a visual outfit recommendation.")}
+            />
+          </View>
           <Pressable
             onPress={() => onAskAura(secondaryPrompt ?? "Find gaps in my wardrobe and show a hybrid visual look.")}
             style={({ pressed }) => ({
@@ -81,26 +74,27 @@ export default function AuraLookModule({
               borderRadius: layout.mediumRadius,
               paddingVertical: 13,
               alignItems: "center",
-              backgroundColor: "rgba(255,255,255,0.05)",
+              backgroundColor: "rgba(255,255,255,0.04)",
               borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
+              borderColor: "rgba(243,223,195,0.14)",
               opacity: pressed ? 0.82 : 1,
             })}
           >
             <Text style={{ color: colors.text, fontWeight: "900" }}>Find gaps</Text>
           </Pressable>
         </View>
-      </View>
+        </View>
+      </AuraGlassCard>
     );
   }
 
   return (
     <View style={{ gap: 10 }}>
       <View style={{ gap: 3 }}>
-        <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800", letterSpacing: 0.8 }}>
+        <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
           {eyebrow}
         </Text>
-        <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900" }}>
+        <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900", letterSpacing: -0.5 }}>
           {title}
         </Text>
         {subtitle ? (
diff --git a/src/components/home/ContinueChatCard.tsx b/src/components/home/ContinueChatCard.tsx
index ee12c2d..f7f9524 100644
--- a/src/components/home/ContinueChatCard.tsx
+++ b/src/components/home/ContinueChatCard.tsx
@@ -37,7 +37,7 @@ export default function ContinueChatCard({
       style={({ pressed }) => ({
         borderRadius: layout.largeRadius,
         padding: layout.cardPadding,
-        backgroundColor: "rgba(255,255,255,0.045)",
+        backgroundColor: colors.surface1,
         borderWidth: 1,
         borderColor: "rgba(255,255,255,0.08)",
         opacity: pressed ? 0.86 : 1,
@@ -45,15 +45,15 @@ export default function ContinueChatCard({
       })}
     >
       <View style={{ gap: 4 }}>
-        <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800", letterSpacing: 0.8 }}>
-          CONTINUE STYLING CHAT
+        <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
+          PICK UP THE THREAD
         </Text>
-        <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
-          {title?.trim() || "Pick up where you left off"}
+        <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900", letterSpacing: -0.5 }} numberOfLines={1} ellipsizeMode="tail">
+          {title?.trim() || "Resume your last fitting"}
         </Text>
       </View>
 
-      <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 21 }} numberOfLines={2} ellipsizeMode="tail">
+      <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 14, lineHeight: 23 }} numberOfLines={2} ellipsizeMode="tail">
         {cleanPreview}
       </Text>
 
@@ -61,7 +61,18 @@ export default function ContinueChatCard({
         <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
           {formatRelativeTime(updatedAt)}
         </Text>
-        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>Resume in AI</Text>
+        <View
+          style={{
+            paddingHorizontal: 10,
+            paddingVertical: 6,
+            borderRadius: 999,
+            backgroundColor: "rgba(255,255,255,0.06)",
+            borderWidth: 1,
+            borderColor: "rgba(255,255,255,0.08)",
+          }}
+        >
+          <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>Continue in AURA</Text>
+        </View>
       </View>
     </Pressable>
   );
diff --git a/src/components/home/ContinueSection.tsx b/src/components/home/ContinueSection.tsx
index 496bd16..554f820 100644
--- a/src/components/home/ContinueSection.tsx
+++ b/src/components/home/ContinueSection.tsx
@@ -1,5 +1,6 @@
+import FastImage from "@d11/react-native-fast-image";
 import React from "react";
-import { Image, Pressable, ScrollView, Text, View } from "react-native";
+import { Pressable, ScrollView, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
@@ -63,10 +64,14 @@ export default function ContinueSection({
                 }}
               >
                 {imageUri ? (
-                  <Image
-                    source={{ uri: imageUri }}
+                  <FastImage
+                    source={{
+                      uri: imageUri,
+                      priority: FastImage.priority.normal,
+                      cache: FastImage.cacheControl.immutable,
+                    }}
                     style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-                    resizeMode={imagePresentation.resizeMode}
+                    resizeMode={FastImage.resizeMode.contain}
                   />
                 ) : (
                   <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>No image</Text>
@@ -79,6 +84,14 @@ export default function ContinueSection({
                 <Text style={{ color: colors.textSecondary, fontSize: 12 }} numberOfLines={1}>
                   {[item.brand || null, item.status].filter(Boolean).join(" • ")}
                 </Text>
+                <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", marginTop: 4 }}>
+                  <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }} numberOfLines={1}>
+                    Build around this
+                  </Text>
+                  <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
+                    →
+                  </Text>
+                </View>
               </View>
             </Pressable>
           );
diff --git a/src/components/home/HomeHero.tsx b/src/components/home/HomeHero.tsx
index 0a20708..d060004 100644
--- a/src/components/home/HomeHero.tsx
+++ b/src/components/home/HomeHero.tsx
@@ -1,78 +1,399 @@
-import { BlurView } from "expo-blur";
 import { LinearGradient } from "expo-linear-gradient";
-import React from "react";
+import FastImage from "@d11/react-native-fast-image";
+import React, { useEffect } from "react";
 import { Pressable, Text, View } from "react-native";
+import Animated, {
+  Easing,
+  useAnimatedStyle,
+  useSharedValue,
+  withDelay,
+  withTiming,
+} from "react-native-reanimated";
 
 import type { AppColors } from "@/constants/theme";
+import { useReduceMotion } from "@/hooks/useReduceMotion";
+import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
+import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { DailyOutfitRecord } from "@/src/utils/dailyOutfits";
+
+type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
+
+function itemForSlot(record: DailyOutfitRecord | null, itemsById: Map<string, ClothingItem>, slot: SlotKey) {
+  const itemId = record?.plannedOutfit?.itemsByCategory?.[slot] ?? record?.wornOutfit?.itemsByCategory?.[slot] ?? null;
+  return itemId ? itemsById.get(itemId) ?? null : null;
+}
+
+function slotLabel(slot: SlotKey) {
+  if (slot === "shoes") return "Shoes";
+  return slot.charAt(0).toUpperCase() + slot.slice(1);
+}
+
+function slotVerb(slot: SlotKey) {
+  if (slot === "outerwear") return "Layer";
+  if (slot === "top") return "Anchor";
+  if (slot === "bottom") return "Ground";
+  return "Finish";
+}
+
+function IridecentHeroLine({ colors }: { colors: AppColors }) {
+  const reduceMotion = useReduceMotion();
+  const progress = useSharedValue(reduceMotion ? 1 : 0);
+
+  useEffect(() => {
+    progress.value = reduceMotion
+      ? 1
+      : withDelay(
+          300,
+          withTiming(1, {
+            duration: 600,
+            easing: Easing.out(Easing.cubic),
+          }),
+        );
+  }, [progress, reduceMotion]);
+
+  const lineStyle = useAnimatedStyle(() => ({
+    width: `${progress.value * 100}%`,
+  }));
+
+  return (
+    <Animated.View
+      pointerEvents="none"
+      style={[
+        {
+          position: "absolute",
+          top: 0,
+          left: 0,
+          height: 1,
+          overflow: "hidden",
+          zIndex: 4,
+        },
+        lineStyle,
+      ]}
+    >
+      <LinearGradient
+        colors={[
+          "transparent",
+          colors.iridescentStart,
+          colors.iridescentEnd,
+          "transparent",
+        ]}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 1, y: 0 }}
+        style={{ flex: 1 }}
+      />
+    </Animated.View>
+  );
+}
 
 export default function HomeHero({
   colors,
   greeting,
   weatherLabel,
   personalHint,
-  onAskStylist,
-  onPlanToday,
+  stylistNote,
+  guidancePhrases,
+  record,
+  itemsById,
+  onPrimaryAction,
+  onSecondaryAction,
+  onOpenDay,
 }: {
   colors: AppColors;
   greeting: string;
   weatherLabel: string;
   personalHint?: string | null;
-  onAskStylist: () => void;
-  onPlanToday: () => void;
+  stylistNote?: string | null;
+  guidancePhrases: string[];
+  record: DailyOutfitRecord | null;
+  itemsById: Map<string, ClothingItem>;
+  onPrimaryAction: () => void;
+  onSecondaryAction: () => void;
+  onOpenDay: () => void;
 }) {
   const layout = useResponsiveLayout();
+  const hasPlan = !!record?.plannedOutfit;
+  const hasWorn = !!record?.wornOutfit;
+  const reasons = record?.plannedOutfit?.reasons?.slice(0, 2) ?? [];
+  const slots: SlotKey[] = ["outerwear", "top", "bottom", "shoes"];
+  const primaryLabel = hasPlan || hasWorn ? "Wear this" : "Style me now";
+  const secondaryLabel = hasPlan || hasWorn ? "Fix it" : "3 directions";
+  const statusEyebrow = hasWorn ? "ON YOU TODAY" : hasPlan ? "PLANNED FOR TODAY" : "AURA READY";
+  const title = hasWorn ? "Today's look is locked." : hasPlan ? "Today's look is ready." : "Your next look starts here.";
+  const subtitle = hasWorn
+    ? "Everything is already lined up. Reopen the look fast, refine it, or push it in a sharper direction."
+    : hasPlan
+      ? "A polished outfit is already waiting. Wear it as-is or have AURA tighten the direction."
+      : "Open Wardrobe AI like your personal fitting room. Get a wearable look for right now, not another generic plan.";
+
+  const previewSlots = slots
+    .map((slot) => ({ slot, item: itemForSlot(record, itemsById, slot) }))
+    .filter((entry) => !!entry.item);
+  const leadPreview = previewSlots[0] ?? null;
+  const secondaryPreview = previewSlots.slice(1, 4);
+
   return (
     <View style={{ gap: 12 }}>
       <View style={{ gap: 6 }}>
         <Text style={{ color: colors.textSecondary, fontSize: 14, fontWeight: "700" }} numberOfLines={1} ellipsizeMode="tail">
           {greeting}
         </Text>
-        <Text style={{ color: colors.text, fontSize: 34 * layout.titleScale, fontWeight: "900", letterSpacing: -1.2 }} numberOfLines={1} ellipsizeMode="tail">
-          Home
+        <Text style={{ color: colors.text, fontSize: 34 * layout.titleScale, fontWeight: "900", letterSpacing: -1 }} numberOfLines={1} ellipsizeMode="tail">
+          Today&apos;s Look
         </Text>
         <Text style={{ color: colors.textSecondary, fontSize: 14 }} numberOfLines={1} ellipsizeMode="tail">
           {weatherLabel}
         </Text>
       </View>
 
-      <BlurView
+      <AuraGlassCard
+        iridescentBorder
+        warmHero
         intensity={22}
-        tint="dark"
         style={{
           borderRadius: layout.largeRadius,
-          overflow: "hidden",
-          borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.08)",
-          backgroundColor: "rgba(255,255,255,0.03)",
         }}
       >
+        <IridecentHeroLine colors={colors} />
         <LinearGradient
           pointerEvents="none"
-          colors={["rgba(102,120,168,0.24)", "rgba(32,36,46,0.06)", "rgba(214,197,161,0.10)"]}
+          colors={[colors.warmGlow, "transparent", colors.accentSoft]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
           style={{ position: "absolute", inset: 0 }}
         />
-        <View style={{ minHeight: layout.heroHeight, padding: layout.cardPadding, gap: 16, justifyContent: "space-between" }}>
-          <View style={{ gap: 8 }}>
-            <Text style={{ color: colors.text, fontSize: 28 * layout.titleScale, fontWeight: "900", letterSpacing: -1 }} numberOfLines={2} ellipsizeMode="tail">
-              Your wardrobe, ready for today.
-            </Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 15, lineHeight: 22 }} numberOfLines={3} ellipsizeMode="tail">
-              Start with what you should wear now, then branch into planning, care, and wardrobe tools.
-            </Text>
+        <View style={{ minHeight: layout.heroHeight + 28, padding: layout.cardPadding, gap: 18, justifyContent: "space-between" }}>
+          <View style={{ gap: 16 }}>
+            <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+              <View
+                style={{
+                  paddingHorizontal: 12,
+                  paddingVertical: 6,
+                  borderRadius: layout.pillRadius,
+                  backgroundColor: "rgba(255,255,255,0.08)",
+                  borderWidth: 1,
+                  borderColor: "rgba(255,255,255,0.09)",
+                }}
+              >
+                <Text style={{ color: "#F2E8D1", fontSize: 11, fontWeight: "900", letterSpacing: 0.9 }}>
+                  {statusEyebrow}
+                </Text>
+              </View>
+              <Pressable onPress={onOpenDay}>
+                <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
+                  Open day
+                </Text>
+              </Pressable>
+            </View>
+
+            <View style={{ gap: 8 }}>
+              <Text style={{ color: colors.text, fontSize: 30 * layout.titleScale, fontWeight: "900", letterSpacing: -1 }} numberOfLines={2} ellipsizeMode="tail">
+                {title}
+              </Text>
+              <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 14.5, lineHeight: 23 }} numberOfLines={3} ellipsizeMode="tail">
+                {subtitle}
+              </Text>
+              {stylistNote ? (
+                <Text style={{ color: "#E6D7B8", fontSize: 12.5, fontWeight: "800" }} numberOfLines={2} ellipsizeMode="tail">
+                  {stylistNote}
+                </Text>
+              ) : null}
+            </View>
+
+            {hasPlan || hasWorn ? (
+              leadPreview ? (
+                <View
+                  style={{
+                    flexDirection: layout.screenSize === "compact" ? "column" : "row",
+                    gap: 10,
+                    alignItems: "stretch",
+                  }}
+                >
+                  <View
+                    style={{
+                      flex: layout.screenSize === "compact" ? undefined : 1.2,
+                      minHeight: layout.screenSize === "compact" ? 180 : 208,
+                      borderRadius: layout.largeRadius - 4,
+                      backgroundColor: "rgba(255,255,255,0.045)",
+                      borderWidth: 1,
+                      borderColor: "rgba(255,255,255,0.08)",
+                      overflow: "hidden",
+                    }}
+                  >
+                    {(() => {
+                      const imageUri = getItemImageUrl(leadPreview.item, { variant: "thumb" });
+                      const imagePresentation = getItemImagePresentation(leadPreview.item, {
+                        surface: "home_today",
+                      });
+
+                      return (
+                        <>
+                          <LinearGradient
+                            pointerEvents="none"
+                            colors={["rgba(255,255,255,0.04)", "rgba(255,255,255,0.00)", "rgba(10,10,12,0.30)"]}
+                            start={{ x: 0, y: 0 }}
+                            end={{ x: 0, y: 1 }}
+                            style={{ position: "absolute", inset: 0, zIndex: 1 }}
+                          />
+                          <View
+                            style={{
+                              position: "absolute",
+                              left: 12,
+                              top: 12,
+                              zIndex: 2,
+                              paddingHorizontal: 10,
+                              paddingVertical: 6,
+                              borderRadius: 999,
+                              backgroundColor: "rgba(13,13,16,0.58)",
+                              borderWidth: 1,
+                              borderColor: "rgba(255,255,255,0.09)",
+                            }}
+                          >
+                            <Text style={{ color: "#F2E8D1", fontSize: 11, fontWeight: "900", letterSpacing: 0.8 }}>
+                              {slotVerb(leadPreview.slot)}
+                            </Text>
+                          </View>
+                          <View style={{ flex: 1, paddingHorizontal: 14, paddingVertical: 12, alignItems: "center", justifyContent: "center" }}>
+                            {imageUri ? (
+                              <FastImage
+                                source={{
+                                  uri: imageUri,
+                                  priority: FastImage.priority.normal,
+                                  cache: FastImage.cacheControl.immutable,
+                                }}
+                                style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+                                resizeMode={FastImage.resizeMode.contain}
+                              />
+                            ) : null}
+                          </View>
+                          <View
+                            style={{
+                              position: "absolute",
+                              left: 14,
+                              right: 14,
+                              bottom: 12,
+                              zIndex: 2,
+                            }}
+                          >
+                            <Text style={{ color: "#fff", fontSize: 16, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
+                              {slotLabel(leadPreview.slot)}
+                            </Text>
+                          </View>
+                        </>
+                      );
+                    })()}
+                  </View>
+
+                  <View style={{ flex: 1, gap: 10 }}>
+                    {secondaryPreview.map(({ slot, item }) => {
+                      const imageUri = getItemImageUrl(item, { variant: "thumb" });
+                      const imagePresentation = getItemImagePresentation(item, {
+                        surface: "home_today",
+                      });
+
+                      return (
+                        <View
+                          key={slot}
+                          style={{
+                            flex: 1,
+                            minHeight: 88,
+                            borderRadius: layout.mediumRadius,
+                            backgroundColor: "rgba(255,255,255,0.04)",
+                            borderWidth: 1,
+                            borderColor: "rgba(255,255,255,0.07)",
+                            overflow: "hidden",
+                            flexDirection: "row",
+                            alignItems: "center",
+                          }}
+                        >
+                          <View style={{ flex: 0.9, paddingHorizontal: 10, paddingVertical: 10, alignItems: "center", justifyContent: "center" }}>
+                            {imageUri ? (
+                              <FastImage
+                                source={{
+                                  uri: imageUri,
+                                  priority: FastImage.priority.normal,
+                                  cache: FastImage.cacheControl.immutable,
+                                }}
+                                style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+                                resizeMode={FastImage.resizeMode.contain}
+                              />
+                            ) : null}
+                          </View>
+                          <View style={{ flex: 1.1, paddingRight: 12, gap: 4 }}>
+                            <Text style={{ color: "#F2E8D1", fontSize: 11, fontWeight: "900", letterSpacing: 0.7 }}>
+                              {slotVerb(slot)}
+                            </Text>
+                            <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }} numberOfLines={1}>
+                              {slotLabel(slot)}
+                            </Text>
+                          </View>
+                        </View>
+                      );
+                    })}
+                  </View>
+                </View>
+              ) : null
+            ) : (
+              <View style={{ gap: 10, paddingTop: 2 }}>
+                <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+                  {guidancePhrases.map((phrase) => (
+                    <View
+                      key={phrase}
+                      style={{
+                        paddingHorizontal: 12,
+                        paddingVertical: 8,
+                        borderRadius: 999,
+                        backgroundColor: "rgba(255,255,255,0.055)",
+                        borderWidth: 1,
+                        borderColor: "rgba(255,255,255,0.08)",
+                      }}
+                    >
+                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>
+                        {phrase}
+                      </Text>
+                    </View>
+                  ))}
+                </View>
+                <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 13, lineHeight: 21 }}>
+                  AURA can start from what is ready now and push it in a cleaner direction from there.
+                </Text>
+              </View>
+            )}
+
+            {reasons.length ? (
+              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+                {reasons.map((reason) => (
+                  <View
+                    key={reason}
+                    style={{
+                      paddingHorizontal: 11,
+                      paddingVertical: 8,
+                      borderRadius: 999,
+                      backgroundColor: "rgba(255,255,255,0.05)",
+                      borderWidth: 1,
+                      borderColor: "rgba(255,255,255,0.07)",
+                    }}
+                  >
+                    <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "700" }} numberOfLines={2} ellipsizeMode="tail">
+                      {reason}
+                    </Text>
+                  </View>
+                ))}
+              </View>
+            ) : null}
+
             {personalHint ? (
               <View
                 style={{
                   alignSelf: "flex-start",
-                  marginTop: 4,
-                  paddingHorizontal: 12,
-                  paddingVertical: 8,
+                  paddingHorizontal: 11,
+                  paddingVertical: 7,
                   borderRadius: layout.pillRadius,
-                  backgroundColor: "rgba(255,255,255,0.06)",
+                  backgroundColor: "rgba(255,255,255,0.045)",
                   borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.07)",
+                  borderColor: "rgba(255,255,255,0.06)",
                 }}
               >
                 <Text style={{ color: colors.textSecondary, fontSize: 12.5 }} numberOfLines={2} ellipsizeMode="tail">
@@ -83,26 +404,19 @@ export default function HomeHero({
           </View>
 
           <View style={{ flexDirection: "row", gap: 10 }}>
+            <AuraGradientButton
+              label={primaryLabel}
+              onPress={onPrimaryAction}
+              gradientColors={[colors.iridescentStart, colors.iridescentEnd]}
+              labelColor={colors.background}
+              style={{ flex: 1, minHeight: 50, borderRadius: layout.mediumRadius }}
+            />
             <Pressable
-              onPress={onAskStylist}
-              style={({ pressed }) => ({
-                flex: 1,
-                borderRadius: layout.mediumRadius,
-                paddingVertical: 14,
-                alignItems: "center",
-                justifyContent: "center",
-                backgroundColor: colors.accent,
-                opacity: pressed ? 0.88 : 1,
-              })}
-            >
-              <Text style={{ color: "#fff", fontSize: 15, fontWeight: "900" }}>Ask Stylist</Text>
-            </Pressable>
-            <Pressable
-              onPress={onPlanToday}
+              onPress={onSecondaryAction}
               style={({ pressed }) => ({
                 flex: 1,
                 borderRadius: layout.mediumRadius,
-                paddingVertical: 14,
+                paddingVertical: 15,
                 alignItems: "center",
                 justifyContent: "center",
                 backgroundColor: "rgba(255,255,255,0.05)",
@@ -111,11 +425,11 @@ export default function HomeHero({
                 opacity: pressed ? 0.82 : 1,
               })}
             >
-              <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>Plan Today</Text>
+              <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>{secondaryLabel}</Text>
             </Pressable>
           </View>
         </View>
-      </BlurView>
+      </AuraGlassCard>
     </View>
   );
 }
diff --git a/src/components/home/InsightCard.tsx b/src/components/home/InsightCard.tsx
index ea4cb59..4636d41 100644
--- a/src/components/home/InsightCard.tsx
+++ b/src/components/home/InsightCard.tsx
@@ -25,19 +25,19 @@ export default function InsightCard({
       style={{
         borderRadius: layout.mediumRadius,
         padding: layout.cardPadding,
-        backgroundColor: "rgba(255,255,255,0.045)",
+        backgroundColor: colors.surface1,
         borderWidth: 1,
         borderColor: "rgba(255,255,255,0.08)",
-        gap: 8,
+        gap: 10,
       }}
     >
-      <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }} numberOfLines={1} ellipsizeMode="tail">
+      <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }} numberOfLines={1} ellipsizeMode="tail">
         {eyebrow}
       </Text>
-      <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }} numberOfLines={2} ellipsizeMode="tail">{title}</Text>
-      <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }} numberOfLines={3} ellipsizeMode="tail">{body}</Text>
+      <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: -0.3 }} numberOfLines={2} ellipsizeMode="tail">{title}</Text>
+      <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 13, lineHeight: 22 }} numberOfLines={3} ellipsizeMode="tail">{body}</Text>
       {ctaLabel ? (
-        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", marginTop: 4 }} numberOfLines={1} ellipsizeMode="tail">{ctaLabel}</Text>
+        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", marginTop: 2 }} numberOfLines={1} ellipsizeMode="tail">{ctaLabel} →</Text>
       ) : null}
     </View>
   );
diff --git a/src/components/home/QuickActionRail.tsx b/src/components/home/QuickActionRail.tsx
index f9e04ef..1a1a672 100644
--- a/src/components/home/QuickActionRail.tsx
+++ b/src/components/home/QuickActionRail.tsx
@@ -1,5 +1,6 @@
+import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
-import { Pressable, ScrollView, Text } from "react-native";
+import { Pressable, ScrollView, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
@@ -20,25 +21,71 @@ export default function QuickActionRail({
   onPressAction: (action: QuickActionItem) => void;
 }) {
   const layout = useResponsiveLayout();
+  const [primaryAction, ...secondaryActions] = actions;
+
+  if (!primaryAction) return null;
+
   return (
-    <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 10, paddingRight: 8 }}>
-      {actions.map((action) => (
-        <Pressable
-          key={action.key}
-          onPress={() => onPressAction(action)}
-          style={({ pressed }) => ({
-            borderRadius: layout.pillRadius,
-            paddingHorizontal: 14,
-            paddingVertical: 10,
-            backgroundColor: "rgba(255,255,255,0.05)",
-            borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.08)",
-            opacity: pressed ? 0.82 : 1,
-          })}
+    <View style={{ gap: 10 }}>
+      <Pressable
+        onPress={() => onPressAction(primaryAction)}
+        style={({ pressed }) => ({
+          borderRadius: layout.mediumRadius,
+          overflow: "hidden",
+          backgroundColor: colors.surface2,
+          borderWidth: 1,
+          borderColor: colors.iridescentMid,
+          opacity: pressed ? 0.84 : 1,
+        })}
+      >
+        <LinearGradient
+          colors={[colors.iridescentStart, colors.iridescentEnd]}
+          start={{ x: 0, y: 0 }}
+          end={{ x: 1, y: 1 }}
+          style={{ paddingHorizontal: 16, paddingVertical: 14, gap: 4 }}
         >
-          <Text style={{ color: colors.text, fontWeight: "800", fontSize: 13 }}>{action.label}</Text>
-        </Pressable>
-      ))}
-    </ScrollView>
+          <Text style={{ color: colors.background, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
+            START HERE
+          </Text>
+          <Text style={{ color: colors.background, fontWeight: "900", fontSize: 16 }}>
+            {primaryAction.label}
+          </Text>
+        </LinearGradient>
+      </Pressable>
+
+      {secondaryActions.length ? (
+        <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 10, paddingRight: 8 }}>
+          {secondaryActions.map((action) => (
+            <Pressable
+              key={action.key}
+              onPress={() => onPressAction(action)}
+              style={({ pressed }) => ({
+                borderRadius: layout.pillRadius,
+                paddingHorizontal: 14,
+                paddingVertical: 10,
+                backgroundColor: colors.surface2,
+                borderWidth: 1,
+                borderColor: "rgba(255,255,255,0.07)",
+                opacity: pressed ? 0.82 : 1,
+              })}
+            >
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+                <View
+                  style={{
+                    width: 5,
+                    height: 5,
+                    borderRadius: 999,
+                    backgroundColor: colors.iridescentStart,
+                  }}
+                />
+                <Text style={{ color: colors.text, fontWeight: "800", fontSize: 13 }}>
+                  {action.label}
+                </Text>
+              </View>
+            </Pressable>
+          ))}
+        </ScrollView>
+      ) : null}
+    </View>
   );
 }
diff --git a/src/components/home/SmartToolsGrid.tsx b/src/components/home/SmartToolsGrid.tsx
index 029b89e..e502429 100644
--- a/src/components/home/SmartToolsGrid.tsx
+++ b/src/components/home/SmartToolsGrid.tsx
@@ -33,9 +33,14 @@ export default function SmartToolsGrid({
   const tileWidth = (availableWidth - gap * (gridColumns - 1)) / gridColumns;
   return (
     <View style={{ gap: 12 }}>
-      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-        <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>Smart Tools</Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>Feature hub</Text>
+      <View style={{ gap: 3 }}>
+        <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
+          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>Support tools</Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>Secondary</Text>
+        </View>
+        <Text style={{ color: colors.textSecondary, fontSize: 12.5 }}>
+          Care, gaps, and planning support when you want to tighten the system around the look.
+        </Text>
       </View>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap }}>
         {tools.map((tool) => {
@@ -49,9 +54,9 @@ export default function SmartToolsGrid({
                 minHeight: layout.smartToolHeight + (layout.screenSize === "large" ? 10 : 0),
                 borderRadius: layout.mediumRadius,
                 padding: layout.cardPadding,
-                backgroundColor: isSoon ? "rgba(255,255,255,0.028)" : "rgba(255,255,255,0.045)",
+                backgroundColor: isSoon ? colors.surface1 : colors.surface2,
                 borderWidth: 1,
-                borderColor: isSoon ? "rgba(255,255,255,0.05)" : "rgba(255,255,255,0.08)",
+                borderColor: isSoon ? "rgba(255,255,255,0.04)" : "rgba(255,255,255,0.06)",
                 opacity: pressed ? (isSoon ? 0.92 : 0.84) : isSoon ? 0.9 : 1,
                 gap: 12,
               })}
@@ -64,10 +69,10 @@ export default function SmartToolsGrid({
                     borderRadius: 19,
                     alignItems: "center",
                     justifyContent: "center",
-                    backgroundColor: isSoon ? "rgba(255,255,255,0.04)" : "rgba(255,255,255,0.06)",
+                    backgroundColor: colors.surface3,
                   }}
                 >
-                  <MaterialCommunityIcons name={tool.icon} size={18} color={isSoon ? colors.textSecondary : colors.text} />
+                  <MaterialCommunityIcons name={tool.icon} size={22} color={isSoon ? colors.textSecondary : colors.text} />
                 </View>
                 {tool.badge ? (
                   <View
@@ -75,7 +80,7 @@ export default function SmartToolsGrid({
                       paddingHorizontal: 8,
                       paddingVertical: 4,
                       borderRadius: 999,
-                      backgroundColor: isSoon ? "rgba(255,255,255,0.05)" : "rgba(214,197,161,0.14)",
+                      backgroundColor: isSoon ? "rgba(255,255,255,0.04)" : "rgba(214,197,161,0.12)",
                     }}
                   >
                     <Text style={{ color: isSoon ? colors.textSecondary : "#E6D7B8", fontSize: 11, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
@@ -85,12 +90,15 @@ export default function SmartToolsGrid({
                 ) : null}
               </View>
               <View style={{ gap: 4 }}>
-                <Text style={{ color: isSoon ? colors.textSecondary : colors.text, fontSize: 16, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
+                <Text style={{ color: isSoon ? colors.textSecondary : colors.text, fontSize: 16, fontWeight: "600" }} numberOfLines={1} ellipsizeMode="tail">
                   {tool.title}
                 </Text>
-                <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 18 }} numberOfLines={3} ellipsizeMode="tail">
+                <Text style={{ color: colors.textSecondary, opacity: 0.55, fontSize: 12, lineHeight: 20 }} numberOfLines={3} ellipsizeMode="tail">
                   {tool.subtitle}
                 </Text>
+                <Text style={{ color: isSoon ? colors.textSecondary : colors.text, fontSize: 11.5, fontWeight: "800", marginTop: 2 }} numberOfLines={1}>
+                  Open →
+                </Text>
               </View>
             </Pressable>
           );
diff --git a/src/components/home/TodayOutfitCard.tsx b/src/components/home/TodayOutfitCard.tsx
index 0dc1be7..ece6d79 100644
--- a/src/components/home/TodayOutfitCard.tsx
+++ b/src/components/home/TodayOutfitCard.tsx
@@ -1,7 +1,10 @@
+import FastImage from "@d11/react-native-fast-image";
 import React from "react";
-import { Image, Pressable, Text, View } from "react-native";
+import { Pressable, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
+import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -41,16 +44,14 @@ export default function TodayOutfitCard({
   const slots: SlotKey[] = ["outerwear", "top", "bottom", "shoes"];
 
   return (
-    <View
+    <AuraGlassCard
+      auraBorder
       style={{
         borderRadius: layout.largeRadius,
-        padding: layout.cardPadding,
-        backgroundColor: "rgba(255,255,255,0.035)",
-        borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
         gap: 16,
       }}
     >
+      <View style={{ padding: layout.cardPadding, gap: 16 }}>
       <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
         <View style={{ gap: 4 }}>
           <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800", letterSpacing: 0.8 }}>
@@ -90,10 +91,14 @@ export default function TodayOutfitCard({
                   }}
                 >
                   {imageUri ? (
-                    <Image
-                      source={{ uri: imageUri }}
+                    <FastImage
+                      source={{
+                        uri: imageUri,
+                        priority: FastImage.priority.normal,
+                        cache: FastImage.cacheControl.immutable,
+                      }}
                       style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-                      resizeMode={imagePresentation.resizeMode}
+                      resizeMode={FastImage.resizeMode.contain}
                     />
                   ) : null}
                 </View>
@@ -121,22 +126,12 @@ export default function TodayOutfitCard({
       ) : null}
 
       <View style={{ flexDirection: "row", gap: 10 }}>
-        <Pressable
-          onPress={hasPlan || hasWorn ? onOpenCalendar : onPlanToday}
-          style={({ pressed }) => ({
-            flex: 1,
-            borderRadius: layout.mediumRadius,
-            paddingVertical: 13,
-            alignItems: "center",
-            justifyContent: "center",
-            backgroundColor: colors.accent,
-            opacity: pressed ? 0.88 : 1,
-          })}
-        >
-          <Text style={{ color: "#fff", fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
-            {hasPlan || hasWorn ? "View in Calendar" : "Plan Today"}
-          </Text>
-        </Pressable>
+        <View style={{ flex: 1 }}>
+          <AuraGradientButton
+            label={hasPlan || hasWorn ? "View in Calendar" : "Plan Today"}
+            onPress={hasPlan || hasWorn ? onOpenCalendar : onPlanToday}
+          />
+        </View>
         <Pressable
           onPress={onAskStylist}
           style={({ pressed }) => ({
@@ -145,15 +140,16 @@ export default function TodayOutfitCard({
             paddingVertical: 13,
             alignItems: "center",
             justifyContent: "center",
-            backgroundColor: "rgba(255,255,255,0.05)",
+            backgroundColor: "rgba(255,255,255,0.04)",
             borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.08)",
+            borderColor: "rgba(243,223,195,0.14)",
             opacity: pressed ? 0.82 : 1,
           })}
         >
           <Text style={{ color: colors.text, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">Ask Stylist</Text>
         </Pressable>
       </View>
-    </View>
+      </View>
+    </AuraGlassCard>
   );
 }
diff --git a/src/components/home/homeDeferredFeatures.ts b/src/components/home/homeDeferredFeatures.ts
new file mode 100644
index 0000000..616510f
--- /dev/null
+++ b/src/components/home/homeDeferredFeatures.ts
@@ -0,0 +1,51 @@
+export type HomeDeferredFeature = {
+  key:
+    | "shopping_card"
+    | "favorites_card"
+    | "soon_badges"
+    | "feature_hub_presentation"
+    | "separate_today_outfit_section";
+  title: string;
+  status: "deferred";
+  summary: string;
+  rationale: string;
+};
+
+// Intentional non-rendered record for future Home passes.
+export const HOME_DEFERRED_FEATURES: HomeDeferredFeature[] = [
+  {
+    key: "shopping_card",
+    title: "Shopping card on Home",
+    status: "deferred",
+    summary: "A dedicated shopping utility card was removed from the Home tools surface.",
+    rationale: "Home now prioritizes deciding what to wear today before wish-list or gap-filling flows.",
+  },
+  {
+    key: "favorites_card",
+    title: "Favorites card on Home",
+    status: "deferred",
+    summary: "A dedicated favorites utility card was removed from the Home tools surface.",
+    rationale: "Favorites can return later if they support daily styling momentum without competing with the hero.",
+  },
+  {
+    key: "soon_badges",
+    title: "Soon badges on Home",
+    status: "deferred",
+    summary: "Visible coming-soon labels were removed from Home UI.",
+    rationale: "The current direction avoids roadmap clutter and keeps Home production-usable.",
+  },
+  {
+    key: "feature_hub_presentation",
+    title: "Older feature-hub presentation",
+    status: "deferred",
+    summary: "The broader dashboard / feature-hub framing was replaced by a styling-first hierarchy.",
+    rationale: "Utilities remain useful, but they are intentionally secondary to today's outfit flow.",
+  },
+  {
+    key: "separate_today_outfit_section",
+    title: "Separate TodayOutfitCard-style top section",
+    status: "deferred",
+    summary: "A standalone Today outfit section above the fold was folded into the main hero.",
+    rationale: "The hero now owns the daily-styling job to avoid duplicate top-of-screen competition.",
+  },
+];

From 8b065da47c696113c0c2c34641d37fd9988f5a97 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:08:40 -0500
Subject: [PATCH 16/93] feat: calendar improvements and utility enhancements

---
 app/(tabs)/calendar.tsx                    | 53 +++++++++++++++++++---
 app/(tabs)/laundry.tsx                     |  4 +-
 src/components/calendar/CalendarHeader.tsx |  8 ++--
 src/components/calendar/DateRail.tsx       | 32 +++++++++----
 src/lib/toast.ts                           | 47 +++++++++++++++++++
 src/utils/dailyOutfits.ts                  |  2 +
 src/utils/storage.ts                       |  6 +--
 7 files changed, 128 insertions(+), 24 deletions(-)
 create mode 100644 src/lib/toast.ts

diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index 79bff7a..9655f10 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -4,6 +4,13 @@ import * as Haptics from "expo-haptics";
 import { Ionicons } from "@expo/vector-icons";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import { Alert, Modal, Pressable, ScrollView, StyleSheet, Text, View } from "react-native";
+import Reanimated, {
+  Easing,
+  useAnimatedStyle,
+  useSharedValue,
+  withDelay,
+  withTiming,
+} from "react-native-reanimated";
 
 import AgendaCard from "@/src/components/AgendaCard";
 import DailyOutfitCard from "@/src/components/DailyOutfitCard";
@@ -36,8 +43,10 @@ import { getDailyWeather } from "@/src/utils/weatherDaily";
 import { getLoggedOutfitDays, getOutfitStreak } from "@/src/utils/streak";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useAuth } from "@/src/hooks/useAuth";
+import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { db } from "@/src/lib/firebase";
 import { MAX_WEARS_BEFORE_WASH, isVisibleWardrobeItem, toCanonicalCategory } from "@/src/lib/items";
+import { Toast } from "@/src/lib/toast";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 type SectionIconName = "calendar" | "sparkles" | "chart.bar.xaxis";
@@ -65,8 +74,8 @@ function SectionHeader({ icon, title }: { icon: SectionIconName; title: string }
   const styles = useMemo(() => createStyles(colors, layout), [colors, layout]);
   return (
     <View style={styles.sectionHeader}>
-      <Ionicons name={iconFallback(icon)} size={17} color={colors.text} />
-      <Text style={[styles.sectionTitle, { color: colors.text }]}>{title}</Text>
+      <Ionicons name={iconFallback(icon)} size={17} color={colors.iridescentStart} />
+      <Text style={[styles.sectionTitle, { color: colors.iridescentStart }]}>{title}</Text>
     </View>
   );
 }
@@ -168,7 +177,7 @@ export default function CalendarScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const uid = user?.uid ?? null;
-  const bottomDockPadding = layout.bottomDockPadding;
+  const bottomDockPadding = layout.bottomDockPadding + 112;
 
   const { greeting, timeLabel } = useNow();
   const day = useSelectedDate();
@@ -589,7 +598,7 @@ export default function CalendarScreen() {
         await batch.commit();
       } catch (e: unknown) {
         const err = e as { message?: string };
-        Alert.alert("Error", err.message ?? "Failed to update worn status");
+        Toast.error("Error", err.message ?? "Failed to update worn status");
       } finally {
         setSaving(false);
       }
@@ -602,6 +611,7 @@ export default function CalendarScreen() {
       wornAt: Date.now(),
     });
     setRecord(next);
+    Toast.worn();
     await loadStreakData();
     await hapticLight();
   }, [day.selectedDate, itemsById, loadStreakData, record?.plannedOutfit, selectedDayKey, selectedLook, uid]);
@@ -637,7 +647,7 @@ export default function CalendarScreen() {
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
           paddingTop: layout.topContentInset,
-          paddingBottom: Math.max(bottomDockPadding, 120),
+          paddingBottom: Math.max(bottomDockPadding, 180),
         }}
         showsVerticalScrollIndicator={false}
       >
@@ -724,7 +734,7 @@ export default function CalendarScreen() {
           <View style={themedStyles.weekBars}>
             {weeklyFlags.map((value, index) => (
               <View key={`week-${index}`} style={themedStyles.weekBarTrack}>
-                <View style={[themedStyles.weekBarFill, { height: value ? 18 : 6 }]} />
+                <AnimatedWeekBar active={Boolean(value)} index={index} />
               </View>
             ))}
           </View>
@@ -784,6 +794,33 @@ export default function CalendarScreen() {
   );
 }
 
+function AnimatedWeekBar({ active, index }: { active: boolean; index: number }) {
+  const { colors } = useAppTheme();
+  const reduceMotion = useReduceMotion();
+  const height = useSharedValue(reduceMotion ? (active ? 18 : 6) : 0);
+
+  useEffect(() => {
+    const target = active ? 18 : 6;
+    if (reduceMotion) {
+      height.value = target;
+      return;
+    }
+    height.value = withDelay(
+      index * 80,
+      withTiming(target, {
+        duration: 400,
+        easing: Easing.out(Easing.cubic),
+      }),
+    );
+  }, [active, height, index, reduceMotion]);
+
+  const barStyle = useAnimatedStyle(() => ({
+    height: height.value,
+  }));
+
+  return <Reanimated.View style={[{ borderRadius: 5, backgroundColor: colors.iridescentStart, width: "100%" }, barStyle]} />;
+}
+
 function createStyles(
   colors: ReturnType<typeof useAppTheme>["colors"],
   layout: ReturnType<typeof useResponsiveLayout>
@@ -801,8 +838,10 @@ return StyleSheet.create({
     gap: 8,
   },
   sectionTitle: {
-    fontSize: 15,
+    fontSize: 11,
     fontWeight: "800",
+    letterSpacing: 1.5,
+    textTransform: "uppercase",
   },
   monthPicker: {
     marginTop: 8,
diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index 046fa64..11ad743 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -172,8 +172,8 @@ export default function LaundryScreen() {
     <View style={{ paddingBottom: 12 }}>
       {/* Title */}
       <View style={{ marginBottom: 10 }}>
-        <Text style={{ fontSize: 28, fontWeight: "800", color: colors.text }}>Laundry</Text>
-        <Text style={{ marginTop: 4, opacity: 0.7, color: colors.textSecondary }}>
+        <Text style={{ fontSize: 28, fontWeight: "800", color: colors.text, letterSpacing: -0.5 }}>Laundry</Text>
+        <Text style={{ marginTop: 4, opacity: 0.65, lineHeight: 22, color: colors.textSecondary }}>
           Track what needs washing, what’s in progress, and what’s clean.
         </Text>
       </View>
diff --git a/src/components/calendar/CalendarHeader.tsx b/src/components/calendar/CalendarHeader.tsx
index 4e950c0..bb4813c 100644
--- a/src/components/calendar/CalendarHeader.tsx
+++ b/src/components/calendar/CalendarHeader.tsx
@@ -26,7 +26,7 @@ export default function CalendarHeader({ selectedDate, today, onJumpToToday }: P
 
   return (
     <View style={[styles.wrap, { gap: 8 }]}>
-      <Text style={[styles.kicker, { color: colors.textSecondary }]}>Plan the week</Text>
+      <Text style={[styles.kicker, { color: colors.iridescentStart }]}>Plan the week</Text>
       <Text style={[styles.title, { color: colors.text, fontSize: 30 * layout.titleScale }]}>Calendar</Text>
       <Text style={[styles.date, { color: colors.textSecondary }]}>{formatHeaderDate(selectedDate)}</Text>
       <View style={styles.row}>
@@ -48,9 +48,9 @@ const styles = StyleSheet.create({
   wrap: {
     marginBottom: 8,
   },
-  kicker: { fontSize: 13, fontWeight: "700" },
-  title: { fontWeight: "900" },
-  date: { marginTop: 2, fontSize: 14 },
+  kicker: { fontSize: 11, fontWeight: "800", letterSpacing: 1.5, textTransform: "uppercase" },
+  title: { fontWeight: "900", letterSpacing: -0.5 },
+  date: { marginTop: 2, fontSize: 14, lineHeight: 22, opacity: 0.65 },
   row: {
     marginTop: 10,
     flexDirection: "row",
diff --git a/src/components/calendar/DateRail.tsx b/src/components/calendar/DateRail.tsx
index 945846c..1af6b4d 100644
--- a/src/components/calendar/DateRail.tsx
+++ b/src/components/calendar/DateRail.tsx
@@ -1,5 +1,5 @@
 import React, { useEffect, useMemo, useRef } from "react";
-import { FlatList, Pressable, StyleSheet, Text, View } from "react-native";
+import { FlatList, Pressable, StyleSheet, Text, useWindowDimensions, View } from "react-native";
 
 import { addDays, isSameLocalDate, toDayKey } from "../../utils/date";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -19,10 +19,13 @@ type Props = {
 const WINDOW = 365 * 2 + 1;
 const HALF = Math.floor(WINDOW / 2);
 const ITEM_WIDTH = 62;
+const RAIL_SIDE_PADDING = 24;
 
 export default function DateRail({ selectedDate, onSelectDate, statuses = {} }: Props) {
   const { colors } = useAppTheme();
+  const { width } = useWindowDimensions();
   const listRef = useRef<FlatList<Date>>(null);
+  const didInitialScrollRef = useRef(false);
 
   const dates = useMemo(
     () => Array.from({ length: WINDOW }, (_, index) => addDays(new Date(), index - HALF)),
@@ -37,12 +40,16 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {} }:
   }, [dates, selectedKey]);
 
   useEffect(() => {
-    listRef.current?.scrollToIndex({
-      index: selectedIndex,
-      animated: true,
-      viewPosition: 0.5,
-    });
-  }, [selectedIndex]);
+    const timer = setTimeout(() => {
+      listRef.current?.scrollToIndex({
+        index: selectedIndex,
+        viewPosition: 0.5,
+        animated: didInitialScrollRef.current,
+      });
+      didInitialScrollRef.current = true;
+    }, 80);
+    return () => clearTimeout(timer);
+  }, [selectedIndex, width]);
 
   return (
     <FlatList
@@ -52,6 +59,15 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {} }:
       keyExtractor={(item) => toDayKey(item)}
       showsHorizontalScrollIndicator={false}
       contentContainerStyle={styles.content}
+      initialScrollIndex={Math.max(0, selectedIndex - 1)}
+      onScrollToIndexFailed={(info) => {
+        requestAnimationFrame(() => {
+          listRef.current?.scrollToOffset({
+            offset: Math.max(0, info.averageItemLength * info.index - ITEM_WIDTH * 2),
+            animated: false,
+          });
+        });
+      }}
       snapToAlignment="center"
       decelerationRate="fast"
       getItemLayout={(_, index) => ({ length: ITEM_WIDTH, offset: ITEM_WIDTH * index, index })}
@@ -89,7 +105,7 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {} }:
 const styles = StyleSheet.create({
   content: {
     paddingVertical: 8,
-    paddingHorizontal: 2,
+    paddingHorizontal: RAIL_SIDE_PADDING,
   },
   cell: {
     width: ITEM_WIDTH - 6,
diff --git a/src/lib/toast.ts b/src/lib/toast.ts
new file mode 100644
index 0000000..1579fc7
--- /dev/null
+++ b/src/lib/toast.ts
@@ -0,0 +1,47 @@
+import * as Burnt from "burnt";
+
+export const Toast = {
+  success: (title: string, message?: string) => {
+    Burnt.toast({
+      title,
+      message,
+      preset: "done",
+      duration: 2,
+    });
+  },
+
+  error: (title: string, message?: string) => {
+    Burnt.toast({
+      title,
+      message,
+      preset: "error",
+      duration: 3,
+    });
+  },
+
+  saved: () => {
+    Burnt.toast({
+      title: "Look saved",
+      message: "AURA will remember this style",
+      preset: "done",
+      duration: 2,
+    });
+  },
+
+  itemAdded: () => {
+    Burnt.toast({
+      title: "Added to wardrobe",
+      preset: "done",
+      duration: 1.5,
+    });
+  },
+
+  worn: () => {
+    Burnt.toast({
+      title: "Outfit logged",
+      message: "AURA is learning your style",
+      preset: "done",
+      duration: 2,
+    });
+  },
+};
diff --git a/src/utils/dailyOutfits.ts b/src/utils/dailyOutfits.ts
index e557ade..d032abc 100644
--- a/src/utils/dailyOutfits.ts
+++ b/src/utils/dailyOutfits.ts
@@ -17,6 +17,7 @@ import {
 } from "firebase/firestore";
 
 import { db } from "../lib/firebase";
+import { logWornOutfitStyleEvent } from "../lib/auraMemory";
 import { toDayKey } from "./date";
 
 export type OutfitItemsByCategory = {
@@ -260,6 +261,7 @@ export async function markOutfitWorn(
     payload,
     { merge: true }
   );
+  void logWornOutfitStyleEvent(uid, wornOutfit);
   return getOutfitByDate(uid, key);
 }
 
diff --git a/src/utils/storage.ts b/src/utils/storage.ts
index 913c457..2e7b268 100644
--- a/src/utils/storage.ts
+++ b/src/utils/storage.ts
@@ -1,8 +1,8 @@
-import AsyncStorage from "@react-native-async-storage/async-storage";
+import { Storage } from "@/src/lib/storage";
 
 export async function getStoredJson<T>(key: string): Promise<T | null> {
   try {
-    const raw = await AsyncStorage.getItem(key);
+    const raw = await Storage.getItem(key);
     if (!raw) return null;
     return JSON.parse(raw) as T;
   } catch {
@@ -12,7 +12,7 @@ export async function getStoredJson<T>(key: string): Promise<T | null> {
 
 export async function setStoredJson<T>(key: string, value: T) {
   try {
-    await AsyncStorage.setItem(key, JSON.stringify(value));
+    await Storage.setItem(key, JSON.stringify(value));
   } catch {
     // no-op
   }

From cc96881f07550ff3de45108ff1f373918d31ea7f Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 27 Apr 2026 02:08:58 -0500
Subject: [PATCH 17/93] chore: update configs, dependencies, and firestore
 rules

---
 eslint.config.js            |    2 +-
 firestore.rules             |   33 +-
 functions/package-lock.json | 1285 +++++++++++++++++++++++++++++++++--
 functions/package.json      |    4 +-
 functions/tsconfig.json     |    3 +-
 package-lock.json           |  712 ++++++++++++-------
 package.json                |   10 +-
 7 files changed, 1724 insertions(+), 325 deletions(-)

diff --git a/eslint.config.js b/eslint.config.js
index 0fb026d..4a80273 100644
--- a/eslint.config.js
+++ b/eslint.config.js
@@ -4,7 +4,7 @@ const expoConfig = require('eslint-config-expo/flat');
 
 module.exports = defineConfig([
   {
-    ignores: ['dist/**', '.expo/**', 'functions/lib/**'],
+    ignores: ['dist/**', '.expo/**', '.claude/**', 'functions/lib/**'],
   },
   expoConfig,
 ]);
diff --git a/firestore.rules b/firestore.rules
index eb38aad..72d4b39 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -35,7 +35,7 @@ service cloud.firestore {
     }
 
     function validDraftState(state) {
-      return state in ["draft", "photo_uploaded", "ingesting", "ready", "failed"];
+      return state in ["draft", "photo_uploaded", "ingesting", "ready", "failed", "cancelled"];
     }
 
     function validOptionalString(value) {
@@ -197,8 +197,12 @@ service cloud.firestore {
         && data.keys().hasAll(["type", "createdAt"])
         && data.type in ["user", "assistant", "outfit", "system/action"]
         && data.createdAt is number
+        && (!("kind" in data) || validOptionalString(data.kind))
         && (!("text" in data) || validOptionalString(data.text))
+        && (!("attachments" in data) || data.attachments is list)
+        && (!("streaming" in data) || data.streaming is bool)
         && (!("outfits" in data) || data.outfits is list)
+        && (!("aura" in data) || data.aura is map)
         && noForeignUidField(data, uid);
     }
 
@@ -239,6 +243,13 @@ service cloud.firestore {
         allow read, write: if isOwner(uid) && (docId == "main" || docId == "behavior");
       }
 
+      match /profile/{docId} {
+        allow read, write: if isOwner(uid) && (
+          docId == "styleProfile" ||
+          docId == "learnedStyleMemory"
+        );
+      }
+
       match /aiChats/{chatId} {
         allow read: if isOwner(uid);
         allow create, update: if isOwner(uid) && validAiChatDoc(request.resource.data, uid);
@@ -249,6 +260,26 @@ service cloud.firestore {
           allow create, update: if isOwner(uid) && validAiChatMessageDoc(request.resource.data, uid);
           allow delete: if isOwner(uid);
         }
+
+        match /sessionContext/{docId} {
+          allow read, write: if isOwner(uid) && docId == "current";
+        }
+      }
+
+      match /styleEvents/{eventId} {
+        allow read, write: if isOwner(uid);
+      }
+
+      match /savedLooks/{lookId} {
+        allow read, write: if isOwner(uid);
+      }
+
+      match /savedOutfits/{lookId} {
+        allow read, write: if isOwner(uid);
+      }
+
+      match /outfitFeedback/{feedbackId} {
+        allow read, write: if isOwner(uid);
       }
     }
 
diff --git a/functions/package-lock.json b/functions/package-lock.json
index 53e132a..57be01d 100644
--- a/functions/package-lock.json
+++ b/functions/package-lock.json
@@ -6,6 +6,8 @@
     "": {
       "name": "functions",
       "dependencies": {
+        "@imgly/background-removal-node": "^1.4.5",
+        "cheerio": "^1.2.0",
         "firebase-admin": "^13.6.0",
         "firebase-functions": "^7.0.0",
         "onnxruntime-node": "^1.24.2",
@@ -1426,6 +1428,88 @@
         "url": "https://opencollective.com/libvips"
       }
     },
+    "node_modules/@imgly/background-removal-node": {
+      "version": "1.4.5",
+      "resolved": "https://registry.npmjs.org/@imgly/background-removal-node/-/background-removal-node-1.4.5.tgz",
+      "integrity": "sha512-/s9K88qhKy1jPhrSkBxurUqCVqJ8KHWCc+5yWdppdC4fuSrGC8mK8WQtmULs2ASEr8naY1qpvZu0EL5jr2Hqtg==",
+      "license": "SEE LICENSE IN LICENSE.md",
+      "dependencies": {
+        "@types/lodash": "~4.14.195",
+        "@types/ndarray": "~1.0.14",
+        "@types/node": "~20.3.1",
+        "lodash": "~4.17.21",
+        "ndarray": "~1.0.19",
+        "onnxruntime-node": "~1.17.0",
+        "sharp": "~0.32.4",
+        "zod": "~3.21.4"
+      }
+    },
+    "node_modules/@imgly/background-removal-node/node_modules/@types/lodash": {
+      "version": "4.14.202",
+      "resolved": "https://registry.npmjs.org/@types/lodash/-/lodash-4.14.202.tgz",
+      "integrity": "sha512-OvlIYQK9tNneDlS0VN54LLd5uiPCBOp7gS5Z0f1mjoJYBrtStzgmJBxONW3U6OZqdtNzZPmn9BS/7WI7BFFcFQ==",
+      "license": "MIT"
+    },
+    "node_modules/@imgly/background-removal-node/node_modules/@types/node": {
+      "version": "20.3.3",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.3.3.tgz",
+      "integrity": "sha512-wheIYdr4NYML61AjC8MKj/2jrR/kDQri/CIpVoZwldwhnIrD/j9jIU5bJ8yBKuB2VhpFV7Ab6G2XkBjv9r9Zzw==",
+      "license": "MIT"
+    },
+    "node_modules/@imgly/background-removal-node/node_modules/onnxruntime-common": {
+      "version": "1.17.3",
+      "resolved": "https://registry.npmjs.org/onnxruntime-common/-/onnxruntime-common-1.17.3.tgz",
+      "integrity": "sha512-IkbaDelNVX8cBfHFgsNADRIq2TlXMFWW+nG55mwWvQT4i0NZb32Jf35Pf6h9yjrnK78RjcnlNYaI37w394ovMw==",
+      "license": "MIT"
+    },
+    "node_modules/@imgly/background-removal-node/node_modules/onnxruntime-node": {
+      "version": "1.17.3",
+      "resolved": "https://registry.npmjs.org/onnxruntime-node/-/onnxruntime-node-1.17.3.tgz",
+      "integrity": "sha512-NtbN1pfApTSEjVq46LrJ396aPP2Gjhy+oYZi5Bu1leDXAEvVap/BQ8CZELiLs7z0UnXy3xjJW23HiB4P3//FIw==",
+      "hasInstallScript": true,
+      "license": "MIT",
+      "os": [
+        "win32",
+        "darwin",
+        "linux"
+      ],
+      "dependencies": {
+        "onnxruntime-common": "1.17.3",
+        "tar": "^7.0.1"
+      }
+    },
+    "node_modules/@imgly/background-removal-node/node_modules/sharp": {
+      "version": "0.32.6",
+      "resolved": "https://registry.npmjs.org/sharp/-/sharp-0.32.6.tgz",
+      "integrity": "sha512-KyLTWwgcR9Oe4d9HwCwNM2l7+J0dUQwn/yf7S0EnTtb0eVS4RxO0eUSvxPtzT4F3SY+C4K6fqdv/DO27sJ/v/w==",
+      "hasInstallScript": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "color": "^4.2.3",
+        "detect-libc": "^2.0.2",
+        "node-addon-api": "^6.1.0",
+        "prebuild-install": "^7.1.1",
+        "semver": "^7.5.4",
+        "simple-get": "^4.0.1",
+        "tar-fs": "^3.0.4",
+        "tunnel-agent": "^0.6.0"
+      },
+      "engines": {
+        "node": ">=14.15.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/libvips"
+      }
+    },
+    "node_modules/@imgly/background-removal-node/node_modules/zod": {
+      "version": "3.21.4",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.21.4.tgz",
+      "integrity": "sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
     "node_modules/@isaacs/cliui": {
       "version": "8.0.2",
       "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
@@ -1476,6 +1560,18 @@
         "url": "https://github.com/chalk/strip-ansi?sponsor=1"
       }
     },
+    "node_modules/@isaacs/fs-minipass": {
+      "version": "4.0.1",
+      "resolved": "https://registry.npmjs.org/@isaacs/fs-minipass/-/fs-minipass-4.0.1.tgz",
+      "integrity": "sha512-wgm9Ehl2jpeqP3zw/7mo3kRHFp5MEDhqAdwy1fTGkHAwnkGOVsgpvQhL8B5n1qlb01jV3n/bI0ZfZp5lWA1k4w==",
+      "license": "ISC",
+      "dependencies": {
+        "minipass": "^7.0.4"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
     "node_modules/@istanbuljs/load-nyc-config": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/@istanbuljs/load-nyc-config/-/load-nyc-config-1.1.0.tgz",
@@ -2042,6 +2138,19 @@
         "@tybys/wasm-util": "^0.10.0"
       }
     },
+    "node_modules/@nodable/entities": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/@nodable/entities/-/entities-2.1.0.tgz",
+      "integrity": "sha512-nyT7T3nbMyBI/lvr6L5TyWbFJAI9FTgVRakNoBqCD+PmID8DzFrrNdLLtHMwMszOtqZa8PAOV24ZqDnQrhQINA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/nodable"
+        }
+      ],
+      "license": "MIT",
+      "optional": true
+    },
     "node_modules/@nodelib/fs.scandir": {
       "version": "2.1.5",
       "resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz",
@@ -2433,6 +2542,12 @@
       "integrity": "sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==",
       "license": "MIT"
     },
+    "node_modules/@types/ndarray": {
+      "version": "1.0.14",
+      "resolved": "https://registry.npmjs.org/@types/ndarray/-/ndarray-1.0.14.tgz",
+      "integrity": "sha512-oANmFZMnFQvb219SSBIhI1Ih/r4CvHDOzkWyJS/XRqkMrGH5/kaPSA1hQhdIBzouaE+5KpE/f5ylI9cujmckQg==",
+      "license": "MIT"
+    },
     "node_modules/@types/node": {
       "version": "22.19.11",
       "resolved": "https://registry.npmjs.org/@types/node/-/node-22.19.11.tgz",
@@ -3383,6 +3498,20 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/b4a": {
+      "version": "1.8.0",
+      "resolved": "https://registry.npmjs.org/b4a/-/b4a-1.8.0.tgz",
+      "integrity": "sha512-qRuSmNSkGQaHwNbM7J78Wwy+ghLEYF1zNrSeMxj4Kgw6y33O3mXcQ6Ie9fRvfU/YnxWkOchPXbaLb73TkIsfdg==",
+      "license": "Apache-2.0",
+      "peerDependencies": {
+        "react-native-b4a": "*"
+      },
+      "peerDependenciesMeta": {
+        "react-native-b4a": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/babel-jest": {
       "version": "30.2.0",
       "resolved": "https://registry.npmjs.org/babel-jest/-/babel-jest-30.2.0.tgz",
@@ -3494,6 +3623,97 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/bare-events": {
+      "version": "2.8.2",
+      "resolved": "https://registry.npmjs.org/bare-events/-/bare-events-2.8.2.tgz",
+      "integrity": "sha512-riJjyv1/mHLIPX4RwiK+oW9/4c3TEUeORHKefKAKnZ5kyslbN+HXowtbaVEqt4IMUB7OXlfixcs6gsFeo/jhiQ==",
+      "license": "Apache-2.0",
+      "peerDependencies": {
+        "bare-abort-controller": "*"
+      },
+      "peerDependenciesMeta": {
+        "bare-abort-controller": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/bare-fs": {
+      "version": "4.7.1",
+      "resolved": "https://registry.npmjs.org/bare-fs/-/bare-fs-4.7.1.tgz",
+      "integrity": "sha512-WDRsyVN52eAx/lBamKD6uyw8H4228h/x0sGGGegOamM2cd7Pag88GfMQalobXI+HaEUxpCkbKQUDOQqt9wawRw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "bare-events": "^2.5.4",
+        "bare-path": "^3.0.0",
+        "bare-stream": "^2.6.4",
+        "bare-url": "^2.2.2",
+        "fast-fifo": "^1.3.2"
+      },
+      "engines": {
+        "bare": ">=1.16.0"
+      },
+      "peerDependencies": {
+        "bare-buffer": "*"
+      },
+      "peerDependenciesMeta": {
+        "bare-buffer": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/bare-os": {
+      "version": "3.9.0",
+      "resolved": "https://registry.npmjs.org/bare-os/-/bare-os-3.9.0.tgz",
+      "integrity": "sha512-JTjuZyNIDpw+GytMO4a6TK1VXdVKKJr6DRxEHasyuYyShV2deuiHJK/ahGZlebc+SG0/wJCB9XK8gprBGDFi/Q==",
+      "license": "Apache-2.0",
+      "engines": {
+        "bare": ">=1.14.0"
+      }
+    },
+    "node_modules/bare-path": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/bare-path/-/bare-path-3.0.0.tgz",
+      "integrity": "sha512-tyfW2cQcB5NN8Saijrhqn0Zh7AnFNsnczRcuWODH0eYAXBsJ5gVxAUuNr7tsHSC6IZ77cA0SitzT+s47kot8Mw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "bare-os": "^3.0.1"
+      }
+    },
+    "node_modules/bare-stream": {
+      "version": "2.13.0",
+      "resolved": "https://registry.npmjs.org/bare-stream/-/bare-stream-2.13.0.tgz",
+      "integrity": "sha512-3zAJRZMDFGjdn+RVnNpF9kuELw+0Fl3lpndM4NcEOhb9zwtSo/deETfuIwMSE5BXanA0FrN1qVjffGwAg2Y7EA==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "streamx": "^2.25.0",
+        "teex": "^1.0.1"
+      },
+      "peerDependencies": {
+        "bare-abort-controller": "*",
+        "bare-buffer": "*",
+        "bare-events": "*"
+      },
+      "peerDependenciesMeta": {
+        "bare-abort-controller": {
+          "optional": true
+        },
+        "bare-buffer": {
+          "optional": true
+        },
+        "bare-events": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/bare-url": {
+      "version": "2.4.2",
+      "resolved": "https://registry.npmjs.org/bare-url/-/bare-url-2.4.2.tgz",
+      "integrity": "sha512-/9a2j4ac6ckpmAHvod/ob7x439OAHst/drc2Clnq+reRYd/ovddwcF4LfoxHyNk5AuGBnPg+HqFjmE/Zpq6v0A==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "bare-path": "^3.0.0"
+      }
+    },
     "node_modules/base64-js": {
       "version": "1.5.1",
       "resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz",
@@ -3537,6 +3757,17 @@
         "node": "*"
       }
     },
+    "node_modules/bl": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/bl/-/bl-4.1.0.tgz",
+      "integrity": "sha512-1W07cM9gS6DcLperZfFSj+bWLtaPGSOHWhPiGzXmvVJbRLdG82sH/Kn8EtW1VqWVA54AKf2h5k5BbnIbwF3h6w==",
+      "license": "MIT",
+      "dependencies": {
+        "buffer": "^5.5.0",
+        "inherits": "^2.0.4",
+        "readable-stream": "^3.4.0"
+      }
+    },
     "node_modules/body-parser": {
       "version": "1.20.4",
       "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-1.20.4.tgz",
@@ -3576,6 +3807,12 @@
       "integrity": "sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A==",
       "license": "MIT"
     },
+    "node_modules/boolbase": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/boolbase/-/boolbase-1.0.0.tgz",
+      "integrity": "sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww==",
+      "license": "ISC"
+    },
     "node_modules/boolean": {
       "version": "3.2.0",
       "resolved": "https://registry.npmjs.org/boolean/-/boolean-3.2.0.tgz",
@@ -3584,9 +3821,9 @@
       "license": "MIT"
     },
     "node_modules/brace-expansion": {
-      "version": "1.1.12",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
-      "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
+      "version": "1.1.14",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.14.tgz",
+      "integrity": "sha512-MWPGfDxnyzKU7rNOW9SP/c50vi3xrmrua/+6hfPbCS2ABNWfx24vPidzvC7krjU/RTo235sV776ymlsMtGKj8g==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -3653,6 +3890,30 @@
         "node-int64": "^0.4.0"
       }
     },
+    "node_modules/buffer": {
+      "version": "5.7.1",
+      "resolved": "https://registry.npmjs.org/buffer/-/buffer-5.7.1.tgz",
+      "integrity": "sha512-EHcyIPBQ4BSGlvjB16k5KgAJ27CIsHY/2JBmCRReo48y9rQ3MaUzWX3KVlBa4U7MyX02HdVj0K7C3WaB3ju7FQ==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "base64-js": "^1.3.1",
+        "ieee754": "^1.1.13"
+      }
+    },
     "node_modules/buffer-equal-constant-time": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/buffer-equal-constant-time/-/buffer-equal-constant-time-1.0.1.tgz",
@@ -3795,6 +4056,57 @@
         "node": ">=10"
       }
     },
+    "node_modules/cheerio": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/cheerio/-/cheerio-1.2.0.tgz",
+      "integrity": "sha512-WDrybc/gKFpTYQutKIK6UvfcuxijIZfMfXaYm8NMsPQxSYvf+13fXUJ4rztGGbJcBQ/GF55gvrZ0Bc0bj/mqvg==",
+      "license": "MIT",
+      "dependencies": {
+        "cheerio-select": "^2.1.0",
+        "dom-serializer": "^2.0.0",
+        "domhandler": "^5.0.3",
+        "domutils": "^3.2.2",
+        "encoding-sniffer": "^0.2.1",
+        "htmlparser2": "^10.1.0",
+        "parse5": "^7.3.0",
+        "parse5-htmlparser2-tree-adapter": "^7.1.0",
+        "parse5-parser-stream": "^7.1.2",
+        "undici": "^7.19.0",
+        "whatwg-mimetype": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=20.18.1"
+      },
+      "funding": {
+        "url": "https://github.com/cheeriojs/cheerio?sponsor=1"
+      }
+    },
+    "node_modules/cheerio-select": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/cheerio-select/-/cheerio-select-2.1.0.tgz",
+      "integrity": "sha512-9v9kG0LvzrlcungtnJtpGNxY+fzECQKhK4EGJX2vByejiMX84MFNQw4UxPJl3bFbTMw+Dfs37XaIkCwTZfLh4g==",
+      "license": "BSD-2-Clause",
+      "dependencies": {
+        "boolbase": "^1.0.0",
+        "css-select": "^5.1.0",
+        "css-what": "^6.1.0",
+        "domelementtype": "^2.3.0",
+        "domhandler": "^5.0.3",
+        "domutils": "^3.0.1"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/fb55"
+      }
+    },
+    "node_modules/chownr": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/chownr/-/chownr-3.0.0.tgz",
+      "integrity": "sha512-+IxzY9BZOQd/XuYPRmrvEVjF/nqj5kgT4kEq7VofrDoM1MxoRjEWkrCC3EtLi59TVawxTAn+orJwFQcrqEN1+g==",
+      "license": "BlueOak-1.0.0",
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/ci-info": {
       "version": "4.4.0",
       "resolved": "https://registry.npmjs.org/ci-info/-/ci-info-4.4.0.tgz",
@@ -3895,11 +4207,23 @@
       "license": "MIT",
       "peer": true
     },
+    "node_modules/color": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/color/-/color-4.2.3.tgz",
+      "integrity": "sha512-1rXeuUUiGGrykh+CeBdu5Ie7OJwinCgQY0bc7GCRxy5xVHy+moaqkpL/jqQq0MtQOeYcrqEz4abc5f0KtU7W4A==",
+      "license": "MIT",
+      "dependencies": {
+        "color-convert": "^2.0.1",
+        "color-string": "^1.9.0"
+      },
+      "engines": {
+        "node": ">=12.5.0"
+      }
+    },
     "node_modules/color-convert": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
       "integrity": "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==",
-      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "color-name": "~1.1.4"
@@ -3912,9 +4236,18 @@
       "version": "1.1.4",
       "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
       "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
-      "devOptional": true,
       "license": "MIT"
     },
+    "node_modules/color-string": {
+      "version": "1.9.1",
+      "resolved": "https://registry.npmjs.org/color-string/-/color-string-1.9.1.tgz",
+      "integrity": "sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==",
+      "license": "MIT",
+      "dependencies": {
+        "color-name": "^1.0.0",
+        "simple-swizzle": "^0.2.2"
+      }
+    },
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       "license": "0BSD"
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+      "resolved": "https://registry.npmjs.org/tunnel-agent/-/tunnel-agent-0.6.0.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "safe-buffer": "^5.0.1"
+      },
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+    },
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       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
@@ -10098,6 +11209,15 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/undici": {
+      "version": "7.25.0",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-7.25.0.tgz",
+      "integrity": "sha512-xXnp4kTyor2Zq+J1FfPI6Eq3ew5h6Vl0F/8d9XU5zZQf1tX9s2Su1/3PiMmUANFULpmksxkClamIZcaUqryHsQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=20.18.1"
+      }
+    },
     "node_modules/undici-types": {
       "version": "6.21.0",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
@@ -10195,8 +11315,7 @@
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-      "license": "MIT",
-      "optional": true
+      "license": "MIT"
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     "node_modules/utils-merge": {
       "version": "1.0.1",
@@ -10256,11 +11375,21 @@
         "makeerror": "1.0.12"
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+    "node_modules/web-streams-polyfill": {
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
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+      "license": "MIT",
+      "engines": {
+        "node": ">= 8"
+      }
+    },
     "node_modules/webidl-conversions": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
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-      "license": "BSD-2-Clause"
+      "license": "BSD-2-Clause",
+      "optional": true
     },
     "node_modules/websocket-driver": {
       "version": "0.7.4",
@@ -10285,11 +11414,46 @@
         "node": ">=0.8.0"
       }
     },
+    "node_modules/whatwg-encoding": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
+      "integrity": "sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==",
+      "deprecated": "Use @exodus/bytes instead for a more spec-conformant and faster implementation",
+      "license": "MIT",
+      "dependencies": {
+        "iconv-lite": "0.6.3"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/whatwg-encoding/node_modules/iconv-lite": {
+      "version": "0.6.3",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
+      "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
+      "license": "MIT",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/whatwg-mimetype": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
+      "integrity": "sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/whatwg-url": {
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
       "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
       "license": "MIT",
+      "optional": true,
       "dependencies": {
         "tr46": "~0.0.3",
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@@ -10522,7 +11686,6 @@
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-      "devOptional": true,
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diff --git a/functions/package.json b/functions/package.json
index 55c7890..6e7c1e4 100644
--- a/functions/package.json
+++ b/functions/package.json
@@ -15,10 +15,12 @@
   },
   "main": "lib/index.js",
   "dependencies": {
+    "@imgly/background-removal-node": "^1.4.5",
+    "cheerio": "^1.2.0",
     "firebase-admin": "^13.6.0",
     "firebase-functions": "^7.0.0",
-    "openai": "^5.12.2",
     "onnxruntime-node": "^1.24.2",
+    "openai": "^5.12.2",
     "sharp": "^0.34.5"
   },
   "devDependencies": {
diff --git a/functions/tsconfig.json b/functions/tsconfig.json
index 57b915f..e677eac 100644
--- a/functions/tsconfig.json
+++ b/functions/tsconfig.json
@@ -12,6 +12,7 @@
   },
   "compileOnSave": true,
   "include": [
-    "src"
+    "src",
+    "../shared/**/*.ts"
   ]
 }
diff --git a/package-lock.json b/package-lock.json
index 06d09db..36f344f 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,6 +8,7 @@
       "name": "closet",
       "version": "1.0.0",
       "dependencies": {
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         "@expo/vector-icons": "^15.0.3",
         "@react-native-async-storage/async-storage": "2.2.0",
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@@ -15,11 +16,16 @@
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         "@react-navigation/native": "^7.1.26",
         "@react-navigation/native-stack": "^7.9.0",
+        "@shopify/react-native-skia": "2.2.12",
+        "@six33/react-native-bg-removal": "^1.3.4",
+        "burnt": "^0.13.0",
         "expo": "~54.0.30",
+        "expo-audio": "~1.1.1",
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         "expo-build-properties": "~1.0.10",
         "expo-calendar": "~15.0.8",
         "expo-camera": "~17.0.10",
+        "expo-clipboard": "~8.0.8",
         "expo-constants": "~18.0.12",
         "expo-font": "~14.0.10",
         "expo-haptics": "~15.0.8",
@@ -38,10 +44,12 @@
         "expo-vision-bg": "file:modules/expo-vision-bg",
         "expo-web-browser": "~15.0.10",
         "firebase": "^12.9.0",
+        "lottie-react-native": "~7.3.1",
         "react": "19.1.0",
         "react-dom": "19.1.0",
         "react-native": "0.81.5",
         "react-native-gesture-handler": "~2.28.0",
+        "react-native-mmkv": "^4.3.1",
         "react-native-reanimated": "~4.1.1",
         "react-native-safe-area-context": "~5.6.0",
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@@ -108,7 +116,6 @@
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@@ -1490,7 +1497,6 @@
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       }
@@ -1559,6 +1565,19 @@
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+    "node_modules/@d11/react-native-fast-image": {
+      "version": "8.13.0",
+      "resolved": "https://registry.npmjs.org/@d11/react-native-fast-image/-/react-native-fast-image-8.13.0.tgz",
+      "integrity": "sha512-zfsBtYNttiZVV/NwEnN/PzgW3PGlGYqn0/6DUOQ/tCv1lO0gO7+S0GiANmNDl35oVmh8o0DK81lF8xAhYz/aNA==",
+      "license": "(MIT AND Apache-2.0)",
+      "workspaces": [
+        "ReactNativeFastImageExample"
+      ],
+      "peerDependencies": {
+        "react": "*",
+        "react-native": "*"
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+    },
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       "resolved": "https://registry.npmjs.org/@egjs/hammerjs/-/hammerjs-2.0.17.tgz",
@@ -1749,6 +1768,177 @@
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       }
     },
+    "node_modules/@expo/cli": {
+      "version": "54.0.23",
+      "resolved": "https://registry.npmjs.org/@expo/cli/-/cli-54.0.23.tgz",
+      "integrity": "sha512-km0h72SFfQCmVycH/JtPFTVy69w6Lx1cHNDmfLfQqgKFYeeHTjx7LVDP4POHCtNxFP2UeRazrygJhlh4zz498g==",
+      "license": "MIT",
+      "dependencies": {
+        "@0no-co/graphql.web": "^1.0.8",
+        "@expo/code-signing-certificates": "^0.0.6",
+        "@expo/config": "~12.0.13",
+        "@expo/config-plugins": "~54.0.4",
+        "@expo/devcert": "^1.2.1",
+        "@expo/env": "~2.0.8",
+        "@expo/image-utils": "^0.8.8",
+        "@expo/json-file": "^10.0.8",
+        "@expo/metro": "~54.2.0",
+        "@expo/metro-config": "~54.0.14",
+        "@expo/osascript": "^2.3.8",
+        "@expo/package-manager": "^1.9.10",
+        "@expo/plist": "^0.4.8",
+        "@expo/prebuild-config": "^54.0.8",
+        "@expo/schema-utils": "^0.1.8",
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+        "@expo/ws-tunnel": "^1.0.1",
+        "@expo/xcpretty": "^4.3.0",
+        "@react-native/dev-middleware": "0.81.5",
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+        "better-opn": "~3.0.2",
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+        "chalk": "^4.0.0",
+        "ci-info": "^3.3.0",
+        "compression": "^1.7.4",
+        "connect": "^3.7.0",
+        "debug": "^4.3.4",
+        "env-editor": "^0.4.1",
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+        "resolve.exports": "^2.0.3",
+        "semver": "^7.6.0",
+        "send": "^0.19.0",
+        "slugify": "^1.3.4",
+        "source-map-support": "~0.5.21",
+        "stacktrace-parser": "^0.1.10",
+        "structured-headers": "^0.4.1",
+        "tar": "^7.5.2",
+        "terminal-link": "^2.1.1",
+        "undici": "^6.18.2",
+        "wrap-ansi": "^7.0.0",
+        "ws": "^8.12.1"
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+      },
+      "peerDependencies": {
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+        "expo-router": "*",
+        "react-native": "*"
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+        "expo-router": {
+          "optional": true
+        },
+        "react-native": {
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+      "license": "MIT",
+      "dependencies": {
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+      "resolved": "https://registry.npmjs.org/ci-info/-/ci-info-3.9.0.tgz",
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+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/sibiraj-s"
+        }
+      ],
+      "license": "MIT",
+      "engines": {
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+      "license": "ISC",
+      "dependencies": {
+        "brace-expansion": "^2.0.2"
+      },
+      "engines": {
+        "node": ">=16 || 14 >=14.17"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
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+    "node_modules/@expo/cli/node_modules/picomatch": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-3.0.2.tgz",
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+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
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+    "node_modules/@expo/cli/node_modules/semver": {
+      "version": "7.7.4",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz",
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+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
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+    "node_modules/@expo/cli/node_modules/ws": {
+      "version": "8.20.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.20.0.tgz",
+      "integrity": "sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10.0.0"
+      },
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     "node_modules/@expo/code-signing-certificates": {
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@@ -1916,9 +2106,9 @@
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@@ -2060,9 +2250,9 @@
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-      "license": "Apache-2.0",
-      "peer": true
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-      "peer": true,
       "engines": {
         "node": ">=12"
       },
@@ -14622,9 +14817,8 @@
       "version": "5.9.3",
       "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.3.tgz",
       "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==",
-      "dev": true,
+      "devOptional": true,
       "license": "Apache-2.0",
-      "peer": true,
       "bin": {
         "tsc": "bin/tsc",
         "tsserver": "bin/tsserver"
@@ -14679,9 +14873,9 @@
       }
     },
     "node_modules/undici": {
-      "version": "6.23.0",
-      "resolved": "https://registry.npmjs.org/undici/-/undici-6.23.0.tgz",
-      "integrity": "sha512-VfQPToRA5FZs/qJxLIinmU59u0r7LXqoJkCzinq3ckNJp3vKEh7jTWN589YQ5+aoAC/TGRLyJLCPKcLQbM8r9g==",
+      "version": "6.25.0",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-6.25.0.tgz",
+      "integrity": "sha512-ZgpWDC5gmNiuY9CnLVXEH8rl50xhRCuLNA97fAUnKi8RRuV4E6KG31pDTsLVUKnohJE0I3XDrTeEydAXRw47xg==",
       "license": "MIT",
       "engines": {
         "node": ">=18.17"
@@ -15481,9 +15675,9 @@
       "license": "ISC"
     },
     "node_modules/yaml": {
-      "version": "2.8.2",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.2.tgz",
-      "integrity": "sha512-mplynKqc1C2hTVYxd0PU2xQAc22TI1vShAYGksCCfxbn/dFwnHTNi1bvYsBTkhdUNtGIf5xNOg938rrSSYvS9A==",
+      "version": "2.8.3",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.3.tgz",
+      "integrity": "sha512-AvbaCLOO2Otw/lW5bmh9d/WEdcDFdQp2Z2ZUH3pX9U2ihyUY0nvLv7J6TrWowklRGPYbB/IuIMfYgxaCPg5Bpg==",
       "license": "ISC",
       "bin": {
         "yaml": "bin.mjs"
diff --git a/package.json b/package.json
index 52ea071..1b342fe 100644
--- a/package.json
+++ b/package.json
@@ -11,6 +11,7 @@
     "lint": "expo lint"
   },
   "dependencies": {
+    "@d11/react-native-fast-image": "^8.13.0",
     "@expo/vector-icons": "^15.0.3",
     "@react-native-async-storage/async-storage": "2.2.0",
     "@react-native-community/slider": "^5.0.1",
@@ -18,11 +19,16 @@
     "@react-navigation/elements": "^2.6.3",
     "@react-navigation/native": "^7.1.26",
     "@react-navigation/native-stack": "^7.9.0",
+    "@shopify/react-native-skia": "2.2.12",
+    "@six33/react-native-bg-removal": "^1.3.4",
+    "burnt": "^0.13.0",
     "expo": "~54.0.30",
+    "expo-audio": "~1.1.1",
     "expo-blur": "~15.0.8",
     "expo-build-properties": "~1.0.10",
     "expo-calendar": "~15.0.8",
     "expo-camera": "~17.0.10",
+    "expo-clipboard": "~8.0.8",
     "expo-constants": "~18.0.12",
     "expo-font": "~14.0.10",
     "expo-haptics": "~15.0.8",
@@ -41,10 +47,12 @@
     "expo-vision-bg": "file:modules/expo-vision-bg",
     "expo-web-browser": "~15.0.10",
     "firebase": "^12.9.0",
+    "lottie-react-native": "~7.3.1",
     "react": "19.1.0",
     "react-dom": "19.1.0",
     "react-native": "0.81.5",
     "react-native-gesture-handler": "~2.28.0",
+    "react-native-mmkv": "^4.3.1",
     "react-native-reanimated": "~4.1.1",
     "react-native-safe-area-context": "~5.6.0",
     "react-native-screens": "~4.16.0",
@@ -53,8 +61,8 @@
     "zod": "^4.2.1"
   },
   "devDependencies": {
-    "@types/react": "~19.1.0",
     "@react-native-community/cli": "latest",
+    "@types/react": "~19.1.0",
     "eslint": "^9.25.0",
     "eslint-config-expo": "~10.0.0",
     "typescript": "~5.9.2"

From d54bcdc7c3b5c924400fb9d456e166cde0677744 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:48:47 -0500
Subject: [PATCH 18/93] feat(ui): add AURA design system and navigation shell

---
 app/(tabs)/_layout.tsx                     |   55 +-
 app/_layout.tsx                            |    9 +-
 assets/animations/checkmark.json           |    1 +
 assets/animations/loading.json             |    1 +
 assets/animations/sparkle.json             |    1 +
 constants/theme.ts                         |  136 +-
 hooks/useReduceMotion.ts                   |   17 +
 src/components/FloatingGlassTabBar.tsx     |  436 ++++--
 src/components/aura/AnimatedAuraRing.tsx   |  109 ++
 src/components/aura/AuraGlassCard.tsx      |  202 +++
 src/components/aura/AuraGlowBackground.tsx |   85 ++
 src/components/aura/AuraGradientButton.tsx |   96 ++
 src/components/aura/AuraLogoHero.tsx       |   78 +
 src/components/aura/AuraLookCard.tsx       | 1523 +++++++++++---------
 src/components/aura/AuraPressable.tsx      |  143 ++
 src/components/aura/AuraTrainingCard.tsx   |  161 +++
 src/components/aura/ItemDetailSheet.tsx    |  326 +++++
 src/components/brand/AuraRing.tsx          |   70 +
 src/components/brand/AuraRing.web.tsx      |   62 +
 src/components/common/AppImage.tsx         |   29 +
 src/components/common/AppImage.web.tsx     |   46 +
 src/hooks/useResponsiveLayout.ts           |    2 +-
 22 files changed, 2692 insertions(+), 896 deletions(-)
 create mode 100644 assets/animations/checkmark.json
 create mode 100644 assets/animations/loading.json
 create mode 100644 assets/animations/sparkle.json
 create mode 100644 hooks/useReduceMotion.ts
 create mode 100644 src/components/aura/AnimatedAuraRing.tsx
 create mode 100644 src/components/aura/AuraGlassCard.tsx
 create mode 100644 src/components/aura/AuraGlowBackground.tsx
 create mode 100644 src/components/aura/AuraGradientButton.tsx
 create mode 100644 src/components/aura/AuraLogoHero.tsx
 create mode 100644 src/components/aura/AuraPressable.tsx
 create mode 100644 src/components/aura/AuraTrainingCard.tsx
 create mode 100644 src/components/aura/ItemDetailSheet.tsx
 create mode 100644 src/components/brand/AuraRing.tsx
 create mode 100644 src/components/brand/AuraRing.web.tsx
 create mode 100644 src/components/common/AppImage.tsx
 create mode 100644 src/components/common/AppImage.web.tsx

diff --git a/app/(tabs)/_layout.tsx b/app/(tabs)/_layout.tsx
index b219833..3969be1 100644
--- a/app/(tabs)/_layout.tsx
+++ b/app/(tabs)/_layout.tsx
@@ -1,14 +1,57 @@
 import { Tabs } from 'expo-router';
 import React from 'react';
+import { Easing } from 'react-native';
+import type { BottomTabNavigationOptions } from '@react-navigation/bottom-tabs';
 import FloatingGlassTabBar from '@/components/FloatingGlassTabBar';
+import { useReduceMotion } from '@/hooks/useReduceMotion';
+
+const forSoftTabFadeLift: NonNullable<
+  BottomTabNavigationOptions['sceneStyleInterpolator']
+> = ({ current }) => {
+  return {
+    sceneStyle: {
+      opacity: current.progress.interpolate({
+        inputRange: [-1, 0, 1],
+        outputRange: [0, 1, 0],
+      }),
+      transform: [
+        {
+          translateY: current.progress.interpolate({
+            inputRange: [-1, 0, 1],
+            outputRange: [8, 0, 8],
+          }),
+        },
+        {
+          scale: current.progress.interpolate({
+            inputRange: [-1, 0, 1],
+            outputRange: [0.992, 1, 0.992],
+          }),
+        },
+      ],
+    },
+  };
+};
 
 export default function TabLayout() {
+  const reduceMotion = useReduceMotion();
+
   return (
     <Tabs
       tabBar={(props) => <FloatingGlassTabBar {...props} />}
       screenOptions={{
         headerShown: false,
         tabBarHideOnKeyboard: true,
+        animation: reduceMotion ? 'none' : 'fade',
+        sceneStyleInterpolator: reduceMotion ? undefined : forSoftTabFadeLift,
+        transitionSpec: reduceMotion
+          ? undefined
+          : {
+              animation: 'timing',
+              config: {
+                duration: 220,
+                easing: Easing.out(Easing.cubic),
+              },
+            },
       }}>
       <Tabs.Screen
         name="index"
@@ -25,7 +68,7 @@ export default function TabLayout() {
       <Tabs.Screen
        name="ai"
        options={{
-       title: 'AI',
+       title: 'AURA',
        }}
       />
        <Tabs.Screen
@@ -44,18 +87,28 @@ export default function TabLayout() {
         name="add"
         options={{
          href: null,
+         animation: 'none',
         }}
       />
       <Tabs.Screen
         name="item/[id]"
         options={{
          href: null,
+         animation: 'none',
         }}
         />
       <Tabs.Screen
         name="laundry"
         options={{
          href: null,
+         animation: 'none',
+        }}
+      />
+      <Tabs.Screen
+        name="studio"
+        options={{
+         href: null,
+         animation: 'none',
         }}
       />
     </Tabs>
diff --git a/app/_layout.tsx b/app/_layout.tsx
index e5bd2ce..27ce4fd 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -20,6 +20,8 @@ import { useColorScheme } from "@/hooks/use-color-scheme";
 import { Colors } from "@/constants/theme";
 import { SafeAreaProvider } from "react-native-safe-area-context";
 import AuraRing, { RING_SIZE_LG } from "@/src/components/brand/AuraRing";
+import { configureGoogleSignIn } from "@/src/auth/googleAuth";
+import { logDeviceSecurityContext } from "@/src/lib/security";
 
 export const unstable_settings = {
   anchor: "(tabs)",
@@ -178,7 +180,7 @@ const loadingStyles = StyleSheet.create({
   container: {
     flex: 1,
     alignItems: "center",
-    backgroundColor: "#080808",
+    backgroundColor: "#0A0A0F",
     overflow: "hidden",
   },
   loadingStack: {
@@ -216,6 +218,11 @@ export default function RootLayout() {
     },
   };
 
+  useEffect(() => {
+    configureGoogleSignIn();
+    void logDeviceSecurityContext();
+  }, []);
+
   useEffect(() => {
     if (Platform.OS !== "ios" || !__DEV__) return;
     console.log(
diff --git a/assets/animations/checkmark.json b/assets/animations/checkmark.json
new file mode 100644
index 0000000..ddc271d
--- /dev/null
+++ b/assets/animations/checkmark.json
@@ -0,0 +1 @@
+{"v":"5.6.3","fr":29.9700012207031,"ip":0,"op":47.0000019143492,"w":1920,"h":1080,"nm":"Successful","ddd":0,"assets":[],"fonts":{"list":[{"fName":"SFUIDisplay-Bold","fFamily":"SF UI Display","fStyle":"Bold","ascent":73.828125}]},"layers":[{"ddd":0,"ind":1,"ty":5,"nm":"Payment Successful","sr":1,"ks":{"o":{"a":1,"k":[{"i":{"x":[0.833],"y":[0.833]},"o":{"x":[0.167],"y":[0.167]},"t":27,"s":[0]},{"t":37.0000015070409,"s":[100]}],"ix":11},"r":{"a":0,"k":0,"ix":10},"p":{"a":0,"k":[664.641,864,0],"ix":2},"a":{"a":0,"k":[0,0,0],"ix":1},"s":{"a":0,"k":[100,100,100],"ix":6}},"ao":0,"t":{"d":{"k":[{"s":{"s":64,"f":"SFUIDisplay-Bold","t":"","j":0,"tr":0,"lh":76.8,"ls":0,"fc":[0,1,0.592]},"t":0}]},"p":{},"m":{"g":1,"a":{"a":0,"k":[0,0],"ix":2}},"a":[]},"ip":0,"op":47.0000019143492,"st":0,"bm":0},{"ddd":0,"ind":2,"ty":4,"nm":"check","sr":1,"ks":{"o":{"a":0,"k":100,"ix":11},"r":{"a":0,"k":0,"ix":10},"p":{"a":0,"k":[961.141,540,0],"ix":2},"a":{"a":0,"k":[0,0,0],"ix":1},"s":{"a":0,"k":[376.304,376.304,100],"ix":6}},"ao":0,"shapes":[{"ty":"gr","it":[{"ind":0,"ty":"sh","ix":1,"ks":{"a":0,"k":{"i":[[0,0],[0,0],[0,0]],"o":[[0,0],[0,0],[0,0]],"v":[[-23,-3.5],[-7.5,12],[20.5,-16]],"c":false},"ix":2},"nm":"Path 1","mn":"ADBE Vector Shape - 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833],"y":[0.753,0.976,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.116,0.341,0]},"t":21,"s":[79.054,62.467,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.064,0.498,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.126,-0.035,0]},"t":22,"s":[92.238,50.379,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.883,0.885,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.036,0.1,0]},"t":23,"s":[118.149,58.916,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.141,0.987,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.287,0.3,0]},"t":24,"s":[72.379,101.804,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.893,0.826,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.052,-0.015,0]},"t":25,"s":[53.668,118.311,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.925,1.044,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.378,0.16,0]},"t":26,"s":[103.965,104.335,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.059,1.06,1]},"o":{"x":[0.167,0.167,0.167],"y":[-0.756,0.029,0]},"t":27,"s":[118.191,89.162,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.036,0.944,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.091,0.035,0]},"t":28,"s":[116.779,112.396,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.158,1.215,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.025,-0.166,0]},"t":29,"s":[102.243,72.439,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.897,0.987,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.055,0.06,0]},"t":30,"s":[123.077,85.771,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.064,0.868,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.435,-0.015,0]},"t":31,"s":[62.652,37.969,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.949,1.055,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.036,0.226,0]},"t":32,"s":[48.316,78.523,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.545,0.919,1]},"o":{"x":[0.167,0.167,0.167],"y":[-0.131,0.033,0]},"t":33,"s":[73.718,102.173,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.979,-0.741,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.102,-2.641,0]},"t":34,"s":[63.843,62.973,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.921,1.048,1]},"o":{"x":[0.167,0.167,0.167],"y":[-0.028,0.088,0]},"t":35,"s":[19.791,64.173,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.758,0.937,1]},"o":{"x":[0.167,0.167,0.167],"y":[-1.621,0.03,0]},"t":36,"s":[52.853,88.034,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.306,0.9,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.127,-0.264,0]},"t":37,"s":[51.236,50.431,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.889,-0.258,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.065,0.495,0]},"t":38,"s":[48.161,59.44,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.538,1.041,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.334,0.089,0]},"t":39,"s":[62.531,61.263,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.759,0.854,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.072,0.027,0]},"t":40,"s":[67.316,86.954,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.954,1.042,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.127,0.194,0]},"t":41,"s":[31.655,48.638,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.875,0.994,1]},"o":{"x":[0.167,0.167,0.167],"y":[-0.1,0.028,0]},"t":42,"s":[-35.843,19.827,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.076,0.824,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.249,-0.007,0]},"t":43,"s":[-5.221,63.199,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.027,0.939,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.04,0.158,0]},"t":44,"s":[10.17,23.011,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.934,0.602,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.02,-0.226,0]},"t":45,"s":[-19.321,-21.801,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.313,0.928,1]},"o":{"x":[0.167,0.167,0.167],"y":[-0.321,0.105,0]},"t":46,"s":[19.702,-9.718,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.894,0.502,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.066,-0.533,0]},"t":47,"s":[11.661,35.883,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.021,0.956,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.392,0.1,0]},"t":48,"s":[49.934,29.715,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.685,0.902,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.016,-0.095,0]},"t":49,"s":[60.278,-1.013,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.849,1.927,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.113,0.549,0]},"t":50,"s":[47.382,13.308,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.934,1.073,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.187,0.076,0]},"t":51,"s":[11.559,15.87,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.35,0.905,1]},"o":{"x":[0.167,0.167,0.167],"y":[-0.311,0.039,0]},"t":52,"s":[-17.364,-15.186,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.953,1.167,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.096,0.662,0]},"t":53,"s":[-11.255,42.917,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.05,0.864,1]},"o":{"x":[0.167,0.167,0.167],"y":[-0.107,0.056,0]},"t":54,"s":[30.321,51.283,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.897,1.071,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.031,0.214,0]},"t":55,"s":[12.149,26.161,100]},{"i":{"x":[0.833,0.833,0.833],"y":[1.244,0.929,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.44,0.038,0]},"t":56,"s":[41.324,10.186,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.878,0.901,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.062,-0.468,0]},"t":57,"s":[48.144,39.687,100]},{"i":{"x":[0.833,0.833,0.833],"y":[0.833,0.833,1]},"o":{"x":[0.167,0.167,0.167],"y":[0.262,0.526,0]},"t":58,"s":[21.344,35.23,100]},{"t":59,"s":[8.869,34.392,100]}],"ix":6,"l":2}},"ao":0,"shapes":[{"ty":"gr","it":[{"d":1,"ty":"el","s":{"a":0,"k":[10,10],"ix":2},"p":{"a":0,"k":[0,0],"ix":3},"nm":"Ellipse Path 1","mn":"ADBE Vector Shape - Ellipse","hd":false},{"ty":"fl","c":{"a":0,"k":[1,0.10196078431372549,0.3803921568627451,1],"ix":4},"o":{"a":0,"k":100,"ix":5},"r":1,"bm":0,"nm":"Fill 1","mn":"ADBE Vector Graphic - Fill","hd":false},{"ty":"tr","p":{"a":0,"k":[0,0],"ix":2},"a":{"a":0,"k":[0,0],"ix":1},"s":{"a":0,"k":[100,100],"ix":3},"r":{"a":0,"k":0,"ix":6},"o":{"a":0,"k":100,"ix":7},"sk":{"a":0,"k":0,"ix":4},"sa":{"a":0,"k":0,"ix":5},"nm":"Transform"}],"nm":"Ellipse 1","np":3,"cix":2,"bm":0,"ix":1,"mn":"ADBE Vector Group","hd":false}],"ip":3,"op":60,"st":3,"bm":0}],"markers":[]}
\ No newline at end of file
diff --git a/constants/theme.ts b/constants/theme.ts
index 03e78d1..ffbfcdf 100644
--- a/constants/theme.ts
+++ b/constants/theme.ts
@@ -1,11 +1,6 @@
-/**
- * Below are the colors that are used in the app. The colors are defined in the light and dark mode.
- * There are many other ways to style your app. For example, [Nativewind](https://www.nativewind.dev/), [Tamagui](https://tamagui.dev/), [unistyles](https://reactnativeunistyles.vercel.app), etc.
- */
-
 import { Platform } from "react-native";
 
-const tintColor = "#E9E3D5";
+const tintColor = "#7C5CFF";
 
 const auraSpacing = {
   xs: 4,
@@ -52,31 +47,51 @@ const auraTypography = {
 
 const auraTokens = {
   colors: {
-    background: "#080808",
-    surface: "rgba(15, 17, 22, 0.92)",
-    surfaceGlass: "rgba(24, 28, 36, 0.62)",
-    surface1: "#111111",
-    surface2: "#1A1A1A",
-    surface3: "#222222",
-    surfaceWarm: "#130F0A",
-    warmGlow: "rgba(200,160,120,0.04)",
-    textPrimary: "#F7F1E8",
-    textSecondary: "#AEA9B3",
-    borderSoft: "rgba(255, 245, 234, 0.11)",
-    auraPink: "#F3BEDD",
-    auraChampagne: "#F3DFC3",
-    auraBlue: "#B8D9FF",
-    auraLavender: "#D8C8FF",
-    iridescentStart: "#C084FC",
-    iridescentMid: "#A78BFA",
-    iridescentEnd: "#818CF8",
+    background: "#0A0A0F",
+    surface: "#11131A",
+    surfaceSoft: "#151826",
+    surfaceElevated: "#191B26",
+    surfaceGlass: "rgba(10,10,15,0.86)",
+    surface1: "#11131A",
+    surface2: "#151826",
+    surface3: "#191B26",
+    surfaceWarm: "#151826",
+    warmGlow: "rgba(124,92,255,0.08)",
+    textPrimary: "#FFFFFF",
+    textSecondary: "#A1A1AA",
+    textMuted: "#6B7280",
+    primaryPurple: "#5B3FD6",
+    softPurple: "#7C5CFF",
+    lightPurple: "#A78BFA",
+    ctaCream: "#EDE9E3",
+    outfitBoardBackground: "#F5F2ED",
+    border: "rgba(255,255,255,0.08)",
+    borderStrong: "rgba(255,255,255,0.14)",
+    purpleBorder: "rgba(124,92,255,0.25)",
+    purpleGlow: "rgba(124,92,255,0.18)",
+    purpleSurface: "rgba(124,92,255,0.12)",
+    purpleSurfaceStrong: "rgba(124,92,255,0.18)",
+    chipBackground: "rgba(255,255,255,0.05)",
+    inputBackground: "rgba(255,255,255,0.06)",
+    dockBackground: "rgba(10,10,15,0.86)",
+    danger: "#FF4D4F",
+    success: "#22C55E",
+    warning: "#F59E0B",
+    auraPink: "#A78BFA",
+    auraChampagne: "#EDE9E3",
+    auraBlue: "#A78BFA",
+    auraLavender: "#A78BFA",
+    iridescentStart: "#5B3FD6",
+    iridescentMid: "#7C5CFF",
+    iridescentEnd: "#A78BFA",
+    borderSoft: "rgba(255,255,255,0.08)",
   },
   gradients: {
-    aura: ["#F3DFC3", "#F3BEDD", "#D8C8FF", "#B8D9FF"] as const,
-    background: ["#020304", "#06080D", "#0A0D14"] as const,
+    aura: ["#5B3FD6", "#7C5CFF", "#A78BFA", "#EDE9E3"] as const,
+    background: ["#0A0A0F", "#0E1018", "#151826"] as const,
   },
   shadows: {
-    auraGlow: "rgba(214, 199, 255, 0.24)",
+    auraGlow: "rgba(124,92,255,0.18)",
   },
   radii: {
     card: 28,
@@ -90,10 +105,14 @@ const auraTokens = {
 function buildPalette() {
   return {
     background: auraTokens.colors.background,
-    surface: "#11141A",
+    surface: auraTokens.colors.surface,
+    surfaceSoft: auraTokens.colors.surfaceSoft,
+    surfaceElevated: auraTokens.colors.surfaceElevated,
     surfaceGlass: auraTokens.colors.surfaceGlass,
-    card: "rgba(16,18,24,0.92)",
-    input: "rgba(14,17,24,0.94)",
+    card: auraTokens.colors.surface,
+    input: auraTokens.colors.inputBackground,
+    inputBackground: auraTokens.colors.inputBackground,
+    chipBackground: auraTokens.colors.chipBackground,
     surface1: auraTokens.colors.surface1,
     surface2: auraTokens.colors.surface2,
     surface3: auraTokens.colors.surface3,
@@ -102,11 +121,23 @@ function buildPalette() {
     text: auraTokens.colors.textPrimary,
     textPrimary: auraTokens.colors.textPrimary,
     textSecondary: auraTokens.colors.textSecondary,
-    border: "rgba(255,245,234,0.09)",
+    textMuted: auraTokens.colors.textMuted,
+    border: auraTokens.colors.border,
+    borderStrong: auraTokens.colors.borderStrong,
     borderSoft: auraTokens.colors.borderSoft,
+    purpleBorder: auraTokens.colors.purpleBorder,
+    purpleGlow: auraTokens.colors.purpleGlow,
+    purpleSurface: auraTokens.colors.purpleSurface,
+    purpleSurfaceStrong: auraTokens.colors.purpleSurfaceStrong,
     tint: tintColor,
-    accent: "#EDE6D8",
-    accentSoft: "rgba(227,216,198,0.12)",
+    accent: auraTokens.colors.ctaCream,
+    accentSoft: auraTokens.colors.purpleSurface,
+    primaryPurple: auraTokens.colors.primaryPurple,
+    softPurple: auraTokens.colors.softPurple,
+    lightPurple: auraTokens.colors.lightPurple,
+    ctaCream: auraTokens.colors.ctaCream,
+    ctaText: auraTokens.colors.background,
+    outfitBoardBackground: auraTokens.colors.outfitBoardBackground,
     auraPink: auraTokens.colors.auraPink,
     auraChampagne: auraTokens.colors.auraChampagne,
     auraBlue: auraTokens.colors.auraBlue,
@@ -114,25 +145,26 @@ function buildPalette() {
     iridescentStart: auraTokens.colors.iridescentStart,
     iridescentMid: auraTokens.colors.iridescentMid,
     iridescentEnd: auraTokens.colors.iridescentEnd,
-    success: "#7BC8A4",
-    warning: "#D7B47E",
-    danger: "#F19999",
-    muted: "#1E232C",
+    success: auraTokens.colors.success,
+    warning: auraTokens.colors.warning,
+    danger: auraTokens.colors.danger,
+    muted: auraTokens.colors.surfaceElevated,
     shadow: "rgba(0,0,0,0.42)",
-    overlay: "rgba(7,9,13,0.58)",
-    glassBorder: "rgba(255,245,234,0.12)",
+    overlay: "rgba(10,10,15,0.72)",
+    glassBorder: auraTokens.colors.border,
     glassInnerBorder: "rgba(255,255,255,0.05)",
-    glassEdge: "rgba(255,255,255,0.14)",
-    lens: "rgba(255,255,255,0.10)",
-    lensInner: "rgba(255,255,255,0.04)",
-    scrimTop: "rgba(5,6,8,0)",
-    scrimMid: "rgba(5,6,8,0.22)",
-    scrimBottom: "rgba(5,6,8,0.46)",
-    dockIcon: "rgba(247,241,232,0.72)",
-    aiAccent: "#D9CFFF",
-    icon: "#B7B0BA",
-    tabIconDefault: "#9F99A2",
-    tabIconSelected: tintColor,
+    glassEdge: "rgba(255,255,255,0.08)",
+    lens: auraTokens.colors.purpleSurfaceStrong,
+    lensInner: "rgba(255,255,255,0.05)",
+    scrimTop: "rgba(10,10,15,0)",
+    scrimMid: "rgba(10,10,15,0.28)",
+    scrimBottom: "rgba(10,10,15,0.62)",
+    dockBackground: auraTokens.colors.dockBackground,
+    dockIcon: auraTokens.colors.textSecondary,
+    aiAccent: auraTokens.colors.lightPurple,
+    icon: auraTokens.colors.textSecondary,
+    tabIconDefault: auraTokens.colors.textMuted,
+    tabIconSelected: auraTokens.colors.softPurple,
   };
 }
 
@@ -151,13 +183,9 @@ export type AppThemeTokens = typeof ThemeTokens.dark;
 
 export const Fonts = Platform.select({
   ios: {
-    /** iOS `UIFontDescriptorSystemDesignDefault` */
     sans: "system-ui",
-    /** iOS `UIFontDescriptorSystemDesignSerif` */
     serif: "ui-serif",
-    /** iOS `UIFontDescriptorSystemDesignRounded` */
     rounded: "ui-rounded",
-    /** iOS `UIFontDescriptorSystemDesignMonospaced` */
     mono: "ui-monospace",
   },
   default: {
diff --git a/hooks/useReduceMotion.ts b/hooks/useReduceMotion.ts
new file mode 100644
index 0000000..50a32bb
--- /dev/null
+++ b/hooks/useReduceMotion.ts
@@ -0,0 +1,17 @@
+import { useEffect, useState } from "react";
+import { AccessibilityInfo } from "react-native";
+
+export function useReduceMotion() {
+  const [reduceMotion, setReduceMotion] = useState(false);
+
+  useEffect(() => {
+    AccessibilityInfo.isReduceMotionEnabled().then(setReduceMotion);
+    const sub = AccessibilityInfo.addEventListener(
+      "reduceMotionChanged",
+      setReduceMotion,
+    );
+    return () => sub.remove();
+  }, []);
+
+  return reduceMotion;
+}
diff --git a/src/components/FloatingGlassTabBar.tsx b/src/components/FloatingGlassTabBar.tsx
index 3cca598..cc01988 100644
--- a/src/components/FloatingGlassTabBar.tsx
+++ b/src/components/FloatingGlassTabBar.tsx
@@ -1,90 +1,138 @@
-import { Ionicons } from '@expo/vector-icons';
-import { BlurView } from 'expo-blur';
-import { LinearGradient } from 'expo-linear-gradient';
-import type { BottomTabBarProps } from '@react-navigation/bottom-tabs';
-import React, { useEffect, useMemo, useRef, useState } from 'react';
-import { Animated, Pressable, StyleSheet, Text, View } from 'react-native';
+import { Ionicons } from "@expo/vector-icons";
+import type { BottomTabBarProps } from "@react-navigation/bottom-tabs";
+import { BlurView } from "expo-blur";
+import { LinearGradient } from "expo-linear-gradient";
+import React, { useEffect, useMemo } from "react";
+import { Pressable, StyleSheet, Text, View, useWindowDimensions } from "react-native";
 import Reanimated, {
   useAnimatedStyle,
   useSharedValue,
   withSpring,
   withTiming,
-} from 'react-native-reanimated';
-import { useSafeAreaInsets } from 'react-native-safe-area-context';
+} from "react-native-reanimated";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
 
+import { useReduceMotion } from "@/hooks/useReduceMotion";
 import {
   DOCK_HEIGHT,
-  DOCK_ITEM_COUNT,
   DOCK_RADIUS,
   DOCK_SIDE_MARGIN,
   floatingTabBarBottomInset,
-} from '../constants/dock';
-import { useAppTheme } from '../hooks/useAppTheme';
-import { useReduceMotion } from '@/hooks/useReduceMotion';
-
-const TAB_META: Record<string, { label: string; icon: keyof typeof Ionicons.glyphMap }> = {
-  index: { label: 'Home', icon: 'home-outline' },
-  closet: { label: 'Closet', icon: 'shirt-outline' },
-  ai: { label: 'AI', icon: 'sparkles-outline' },
-  calendar: { label: 'Calendar', icon: 'calendar-outline' },
-  profile: { label: 'Profile', icon: 'person-circle-outline' },
+} from "../constants/dock";
+import { useAppTheme } from "../hooks/useAppTheme";
+
+const TAB_META: Record<
+  string,
+  { label: string; icon?: keyof typeof Ionicons.glyphMap; auraMark?: boolean }
+> = {
+  index: { label: "Home", icon: "home-outline" },
+  closet: { label: "Closet", icon: "shirt-outline" },
+  ai: { label: "AURA", auraMark: true },
+  calendar: { label: "Calendar", icon: "calendar-outline" },
+  profile: { label: "Profile", icon: "person-circle-outline" },
 };
 
+const ROW_HORIZONTAL_PADDING = 8;
+const ACTIVE_BUBBLE_WIDTH = 66;
+const ACTIVE_BUBBLE_HEIGHT = 56;
+
 type ExpoRouterTabOptions = {
   href?: string | null;
 };
 
 function getFocusedIcon(name: keyof typeof Ionicons.glyphMap) {
-  if (name === 'home-outline') return 'home';
-  if (name === 'calendar-outline') return 'calendar';
-  if (name === 'sparkles-outline') return 'sparkles';
-  if (name === 'shirt-outline') return 'shirt';
-  if (name === 'person-circle-outline') return 'person-circle';
+  if (name === "home-outline") return "home";
+  if (name === "calendar-outline") return "calendar";
+  if (name === "shirt-outline") return "shirt";
+  if (name === "person-circle-outline") return "person-circle";
   return name;
 }
 
-export default function FloatingGlassTabBar({ state, descriptors, navigation }: BottomTabBarProps) {
+export default function FloatingGlassTabBar({
+  state,
+  descriptors,
+  navigation,
+}: BottomTabBarProps) {
   const { colors, isDark } = useAppTheme();
   const insets = useSafeAreaInsets();
-  const [dockWidth, setDockWidth] = useState(0);
-  const bubbleX = useRef(new Animated.Value(0)).current;
+  const { width: windowWidth } = useWindowDimensions();
   const dockBottom = floatingTabBarBottomInset(insets.bottom);
 
   const visibleRoutes = useMemo(
     () =>
       state.routes.filter((route) => {
-        const options = descriptors[route.key]?.options as ExpoRouterTabOptions | undefined;
+        const options = descriptors[route.key]?.options as
+          | ExpoRouterTabOptions
+          | undefined;
         if (options?.href === null) return false;
         return !!TAB_META[route.name];
       }),
-    [descriptors, state.routes]
+    [descriptors, state.routes],
   );
 
   const currentKey = state.routes[state.index]?.key;
   const currentRoute = state.routes[state.index];
   const hiddenRouteSourceTab =
-    (currentRoute?.params as { sourceTab?: string } | undefined)?.sourceTab ?? null;
+    (currentRoute?.params as { sourceTab?: string } | undefined)?.sourceTab ??
+    null;
+
   const focusedVisibleIndex = Math.max(
     0,
     visibleRoutes.findIndex(
-      (route) => route.key === currentKey || route.name === hiddenRouteSourceTab
-    )
+      (route) =>
+        route.key === currentKey || route.name === hiddenRouteSourceTab,
+    ),
   );
 
-  const segmentWidth = dockWidth > 0 ? dockWidth / DOCK_ITEM_COUNT : 0;
-  const bubbleWidth = Math.max(0, segmentWidth - 10);
+  const activeIndex = useSharedValue(focusedVisibleIndex);
+  const bubbleScale = useSharedValue(1);
+  const reduceMotion = useReduceMotion();
+  const availableDockWidth = Math.max(
+    0,
+    windowWidth - DOCK_SIDE_MARGIN * 2 - ROW_HORIZONTAL_PADDING * 2,
+  );
+  const tabWidth = visibleRoutes.length
+    ? availableDockWidth / visibleRoutes.length
+    : 0;
 
   useEffect(() => {
-    if (segmentWidth <= 0) return;
-    const target = focusedVisibleIndex * segmentWidth + 5;
-    Animated.spring(bubbleX, {
-      toValue: target,
-      useNativeDriver: true,
-      damping: 20,
-      mass: 0.7,
-      stiffness: 220,
-    }).start();
-  }, [bubbleX, focusedVisibleIndex, segmentWidth]);
+    if (reduceMotion) {
+      activeIndex.value = focusedVisibleIndex;
+      bubbleScale.value = 1;
+      return;
+    }
+
+    bubbleScale.value = withTiming(1.08, { duration: 90 }, (finished) => {
+      if (finished) {
+        bubbleScale.value = withSpring(1, {
+          damping: 16,
+          stiffness: 180,
+          mass: 0.9,
+        });
+      }
+    });
+
+    activeIndex.value = withSpring(focusedVisibleIndex, {
+      damping: 18,
+      stiffness: 180,
+      mass: 0.9,
+    });
+  }, [activeIndex, bubbleScale, focusedVisibleIndex, reduceMotion]);
+
+  const activeBubbleStyle = useAnimatedStyle(() => {
+    const scale = bubbleScale.value;
+    const scaledWidth = ACTIVE_BUBBLE_WIDTH * scale;
+    const scaledHeight = ACTIVE_BUBBLE_HEIGHT * scale;
+    const translateX =
+      ROW_HORIZONTAL_PADDING +
+      activeIndex.value * tabWidth +
+      (tabWidth - scaledWidth) / 2;
+    const translateY = (ACTIVE_BUBBLE_HEIGHT - scaledHeight) / 2;
+
+    return {
+      transform: [{ translateX }, { translateY }, { scale }],
+    };
+  }, [tabWidth]);
 
   return (
     <View pointerEvents="box-none" style={StyleSheet.absoluteFillObject}>
@@ -95,54 +143,75 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
         end={{ x: 0.5, y: 1 }}
         style={[styles.scrim, { bottom: dockBottom }]}
       />
-      <View
-        style={[styles.container, { bottom: dockBottom }]}
-        onLayout={(event) => {
-          const width = event.nativeEvent.layout.width;
-          if (Math.abs(width - dockWidth) > 1) {
-            setDockWidth(width);
-          }
-        }}
-      >
-        <BlurView intensity={70} tint={isDark ? "dark" : "light"} style={StyleSheet.absoluteFill} />
-        <View style={[styles.overlay, { backgroundColor: colors.overlay }]} />
-        <View style={[styles.glassBorder, { borderColor: colors.glassBorder }]} />
-        <View style={[styles.innerBorder, { borderColor: colors.glassInnerBorder }]} />
-        <View style={[styles.glassEdge, { backgroundColor: colors.glassEdge }]} />
-
-        {bubbleWidth > 0 ? (
-          <Animated.View
+
+      <View style={[styles.container, { bottom: dockBottom }]}>
+        <BlurView
+          intensity={78}
+          tint={isDark ? "dark" : "light"}
+          style={StyleSheet.absoluteFill}
+        />
+
+        <View
+          pointerEvents="none"
+          style={[
+            styles.materialFill,
+            {
+              backgroundColor: isDark
+                ? "rgba(10, 10, 16, 0.48)"
+                : "rgba(255, 255, 255, 0.46)",
+            },
+          ]}
+        />
+
+        <View
+          pointerEvents="none"
+          style={[
+            styles.glassBorder,
+            {
+              borderColor: isDark
+                ? "rgba(255,255,255,0.11)"
+                : "rgba(255,255,255,0.58)",
+            },
+          ]}
+        />
+
+        <View pointerEvents="none" style={styles.topHighlight} />
+        <View pointerEvents="none" style={styles.bottomShade} />
+
+        <View style={styles.row}>
+          <Reanimated.View
             pointerEvents="none"
             style={[
-              styles.activeLens,
+              styles.activeBubble,
+              activeBubbleStyle,
               {
-                width: bubbleWidth,
-                backgroundColor: colors.lens,
-                transform: [{ translateX: bubbleX }],
+                opacity: visibleRoutes.length ? 1 : 0,
               },
             ]}
-          >
-            <View style={[styles.activeLensInner, { backgroundColor: colors.lensInner }]} />
-          </Animated.View>
-        ) : null}
+          />
 
-        <View style={styles.row}>
           {visibleRoutes.map((route, index) => {
             const isFocused = index === focusedVisibleIndex;
             const meta = TAB_META[route.name] ?? {
               label: route.name,
-              icon: 'ellipse-outline' as const,
+              icon: "ellipse-outline" as const,
             };
-            const activeColor = route.name === 'ai' ? colors.aiAccent : colors.accent;
-            const color = isFocused ? activeColor : colors.dockIcon;
-            const iconName = isFocused ? getFocusedIcon(meta.icon) : meta.icon;
+
+            const iconName = meta.icon
+              ? isFocused
+                ? getFocusedIcon(meta.icon)
+                : meta.icon
+              : "ellipse-outline";
+
+            const color = isFocused ? "#FFFFFF" : "rgba(235,235,245,0.56)";
 
             const onPress = () => {
               const event = navigation.emit({
-                type: 'tabPress',
+                type: "tabPress",
                 target: route.key,
                 canPreventDefault: true,
               });
+
               if (!isFocused && !event.defaultPrevented) {
                 navigation.navigate(route.name, route.params);
               }
@@ -150,7 +219,7 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
 
             const onLongPress = () => {
               navigation.emit({
-                type: 'tabLongPress',
+                type: "tabLongPress",
                 target: route.key,
               });
             };
@@ -160,9 +229,10 @@ export default function FloatingGlassTabBar({ state, descriptors, navigation }:
                 key={route.key}
                 isFocused={isFocused}
                 iconName={iconName}
-                iconSize={route.name === 'ai' ? 24 : 22}
+                iconSize={route.name === "ai" ? 23 : 21}
                 label={meta.label}
                 color={color}
+                auraMark={meta.auraMark}
                 onPress={onPress}
                 onLongPress={onLongPress}
               />
@@ -180,6 +250,7 @@ function TabBarItem({
   iconSize,
   label,
   color,
+  auraMark,
   onPress,
   onLongPress,
 }: {
@@ -188,37 +259,23 @@ function TabBarItem({
   iconSize: number;
   label: string;
   color: string;
+  auraMark?: boolean;
   onPress: () => void;
   onLongPress: () => void;
 }) {
-  const { colors } = useAppTheme();
   const reduceMotion = useReduceMotion();
-  const dotOpacity = useSharedValue(isFocused ? 1 : 0);
-  const dotScale = useSharedValue(isFocused ? 1 : 0);
-  const iconScale = useSharedValue(isFocused ? 1.12 : 1);
+  const iconScale = useSharedValue(isFocused ? 1.02 : 1);
 
   useEffect(() => {
     if (reduceMotion) {
-      dotOpacity.value = isFocused ? 1 : 0;
-      dotScale.value = isFocused ? 1 : 0;
-      iconScale.value = isFocused ? 1.12 : 1;
+      iconScale.value = isFocused ? 1.02 : 1;
       return;
     }
-    dotOpacity.value = withTiming(isFocused ? 1 : 0, {
-      duration: isFocused ? 200 : 150,
-    });
-    dotScale.value = isFocused
-      ? withSpring(1, { damping: 10 })
-      : withTiming(0, { duration: 150 });
-    iconScale.value = isFocused
-      ? withSpring(1.12, { damping: 10 })
-      : withTiming(1, { duration: 150 });
-  }, [dotOpacity, dotScale, iconScale, isFocused, reduceMotion]);
 
-  const dotStyle = useAnimatedStyle(() => ({
-    opacity: dotOpacity.value,
-    transform: [{ scale: dotScale.value }],
-  }));
+    iconScale.value = isFocused
+      ? withSpring(1.02, { damping: 14, stiffness: 220 })
+      : withTiming(1, { duration: 140 });
+  }, [iconScale, isFocused, reduceMotion]);
 
   const iconStyle = useAnimatedStyle(() => ({
     transform: [{ scale: iconScale.value }],
@@ -232,24 +289,21 @@ function TabBarItem({
       onLongPress={onLongPress}
       style={styles.item}
     >
-      <Reanimated.View style={iconStyle}>
-        <Ionicons name={iconName} size={iconSize} color={color} />
+      <Reanimated.View style={[styles.iconWrap, iconStyle]}>
+        {auraMark ? (
+          <AuraTabMark active={isFocused} />
+        ) : (
+          <Ionicons name={iconName} size={iconSize} color={color} />
+        )}
       </Reanimated.View>
-      <Reanimated.View
-        pointerEvents="none"
-        style={[
-          styles.activeDot,
-          { backgroundColor: colors.iridescentStart },
-          dotStyle,
-        ]}
-      />
+
       <Text
         style={[
           styles.label,
           {
             color,
-            opacity: isFocused ? 1 : 0.55,
-            fontWeight: isFocused ? '600' : '500',
+            opacity: isFocused ? 1 : 0.62,
+            fontWeight: isFocused ? "600" : "500",
           },
         ]}
         numberOfLines={1}
@@ -262,25 +316,26 @@ function TabBarItem({
 
 const styles = StyleSheet.create({
   scrim: {
-    position: 'absolute',
+    position: "absolute",
     left: 0,
     right: 0,
-    height: DOCK_HEIGHT,
+    height: DOCK_HEIGHT + 18,
   },
   container: {
-    position: 'absolute',
+    position: "absolute",
     left: DOCK_SIDE_MARGIN,
     right: DOCK_SIDE_MARGIN,
     height: DOCK_HEIGHT,
-    borderRadius: 34,
-    overflow: 'hidden',
-    shadowColor: '#000',
-    shadowOpacity: 0.16,
-    shadowRadius: 20,
-    shadowOffset: { width: 0, height: 10 },
-    elevation: 12,
+    borderRadius: DOCK_RADIUS,
+    overflow: "hidden",
+    backgroundColor: "rgba(10,10,16,0.44)",
+    shadowColor: "#000",
+    shadowOpacity: 0.22,
+    shadowRadius: 24,
+    shadowOffset: { width: 0, height: 12 },
+    elevation: 14,
   },
-  overlay: {
+  materialFill: {
     ...StyleSheet.absoluteFillObject,
   },
   glassBorder: {
@@ -288,49 +343,124 @@ const styles = StyleSheet.create({
     borderWidth: StyleSheet.hairlineWidth,
     borderRadius: DOCK_RADIUS,
   },
-  innerBorder: {
-    ...StyleSheet.absoluteFillObject,
-    margin: 1,
-    borderWidth: StyleSheet.hairlineWidth,
-    borderRadius: 25,
-  },
-  glassEdge: {
-    position: 'absolute',
-    top: 0,
-    left: 12,
-    right: 12,
+  topHighlight: {
+    position: "absolute",
+    top: 1,
+    left: 16,
+    right: 16,
     height: 1,
+    backgroundColor: "rgba(255,255,255,0.24)",
   },
-  activeLens: {
-    position: 'absolute',
-    top: 7,
-    height: DOCK_HEIGHT - 14,
-    borderRadius: 22,
-    overflow: 'hidden',
-  },
-  activeLensInner: {
-    ...StyleSheet.absoluteFillObject,
+  bottomShade: {
+    position: "absolute",
+    left: 10,
+    right: 10,
+    bottom: 0,
+    height: 18,
+    backgroundColor: "rgba(0,0,0,0.12)",
+    borderBottomLeftRadius: DOCK_RADIUS,
+    borderBottomRightRadius: DOCK_RADIUS,
   },
   row: {
     flex: 1,
-    flexDirection: 'row',
-    alignItems: 'center',
-    justifyContent: 'space-between',
-    paddingHorizontal: 6,
+    flexDirection: "row",
+    alignItems: "center",
+    paddingHorizontal: ROW_HORIZONTAL_PADDING,
+    position: "relative",
   },
   item: {
     flex: 1,
-    height: '100%',
-    alignItems: 'center',
-    justifyContent: 'center',
+    height: "100%",
+    alignItems: "center",
+    justifyContent: "center",
     gap: 3,
+    zIndex: 1,
   },
-  activeDot: {
-    width: 4,
-    height: 4,
-    borderRadius: 2,
+  activeBubble: {
+    position: "absolute",
+    top: 3,
+    width: ACTIVE_BUBBLE_WIDTH,
+    height: ACTIVE_BUBBLE_HEIGHT,
+    borderRadius: 28,
+    backgroundColor: "rgba(255,255,255,0.05)",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.08)",
+    zIndex: 0,
+  },
+  iconWrap: {
+    width: 26,
+    height: 25,
+    alignItems: "center",
+    justifyContent: "center",
+    zIndex: 1,
   },
   label: {
-    fontSize: 11,
+    fontSize: 10.5,
+    letterSpacing: -0.1,
+    zIndex: 1,
+  },
+  auraMarkWrap: {
+    width: 26,
+    height: 26,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  auraTabRing: {
+    position: "absolute",
+    borderWidth: 1.3,
+    borderRadius: 999,
+  },
+  auraTabLeg: {
+    position: "absolute",
+    borderRadius: 999,
   },
 });
+
+function AuraTabMark({ active }: { active: boolean }) {
+  const color = active ? "#FFFFFF" : "rgba(235,235,245,0.56)";
+  const size = 24;
+  const ringSize = 22;
+  const legHeight = 11;
+  const legWidth = 2.6;
+
+  return (
+    <View style={styles.auraMarkWrap}>
+      <View
+        style={[
+          styles.auraTabRing,
+          {
+            width: ringSize,
+            height: ringSize,
+            borderColor: color,
+          },
+        ]}
+      />
+      <View
+        style={[
+          styles.auraTabLeg,
+          {
+            width: legWidth,
+            height: legHeight,
+            backgroundColor: color,
+            top: size * 0.31,
+            left: size * 0.39,
+            transform: [{ rotate: "27deg" }, { translateX: -size * 0.085 }],
+          },
+        ]}
+      />
+      <View
+        style={[
+          styles.auraTabLeg,
+          {
+            width: legWidth,
+            height: legHeight,
+            backgroundColor: color,
+            top: size * 0.31,
+            left: size * 0.5,
+            transform: [{ rotate: "-27deg" }, { translateX: size * 0.085 }],
+          },
+        ]}
+      />
+    </View>
+  );
+}
diff --git a/src/components/aura/AnimatedAuraRing.tsx b/src/components/aura/AnimatedAuraRing.tsx
new file mode 100644
index 0000000..9269378
--- /dev/null
+++ b/src/components/aura/AnimatedAuraRing.tsx
@@ -0,0 +1,109 @@
+import { LinearGradient } from "expo-linear-gradient";
+import React from "react";
+import { StyleSheet, View } from "react-native";
+import Animated, {
+  Easing,
+  interpolate,
+  useAnimatedStyle,
+  useSharedValue,
+  withRepeat,
+  withSequence,
+  withTiming,
+} from "react-native-reanimated";
+
+import { ThemeTokens } from "@/constants/theme";
+
+const palette = ThemeTokens.dark;
+
+export default function AnimatedAuraRing({
+  size = 220,
+  stroke = 2,
+  animated = true,
+  rotationDuration,
+}: {
+  size?: number;
+  stroke?: number;
+  animated?: boolean;
+  rotationDuration?: number;
+}) {
+  const pulse = useSharedValue(animated ? 0 : 1);
+  const rotation = useSharedValue(0);
+
+  React.useEffect(() => {
+    if (!animated) return;
+    pulse.value = withRepeat(
+      withSequence(
+        withTiming(1, { duration: 2600, easing: Easing.inOut(Easing.quad) }),
+        withTiming(0, { duration: 2600, easing: Easing.inOut(Easing.quad) }),
+      ),
+      -1,
+      false,
+    );
+    if (rotationDuration) {
+      rotation.value = withRepeat(
+        withTiming(360, { duration: rotationDuration, easing: Easing.linear }),
+        -1,
+        false,
+      );
+    }
+  }, [animated, pulse, rotation, rotationDuration]);
+
+  const glowStyle = useAnimatedStyle(() => ({
+    opacity: interpolate(pulse.value, [0, 1], [0.22, 0.42]),
+    transform: [{ scale: interpolate(pulse.value, [0, 1], [0.98, 1.04]) }],
+  }));
+
+  const ringStyle = useAnimatedStyle(() => ({
+    opacity: interpolate(pulse.value, [0, 1], [0.82, 1]),
+    transform: [
+      { rotate: `${rotation.value}deg` },
+      { scale: interpolate(pulse.value, [0, 1], [1, 1.012]) },
+    ],
+  }));
+
+  return (
+    <View style={{ width: size, height: size, alignItems: "center", justifyContent: "center" }}>
+      <Animated.View
+        pointerEvents="none"
+        style={[
+          StyleSheet.absoluteFillObject,
+          {
+            borderRadius: size / 2,
+            shadowColor: palette.colors.auraLavender,
+            shadowOpacity: 0.32,
+            shadowRadius: 34,
+            shadowOffset: { width: 0, height: 0 },
+            elevation: 0,
+          },
+          glowStyle,
+        ]}
+      />
+      <Animated.View
+        style={[
+          {
+            width: size,
+            height: size,
+            borderRadius: size / 2,
+            overflow: "hidden",
+          },
+          ringStyle,
+        ]}
+      >
+        <LinearGradient
+          colors={palette.gradients.aura}
+          start={{ x: 0.04, y: 0.16 }}
+          end={{ x: 0.94, y: 0.92 }}
+          style={{ flex: 1 }}
+        />
+        <View
+          style={{
+            position: "absolute",
+            inset: stroke,
+            borderRadius: size / 2,
+            backgroundColor: palette.colors.background,
+          }}
+        />
+      </Animated.View>
+    </View>
+  );
+}
diff --git a/src/components/aura/AuraGlassCard.tsx b/src/components/aura/AuraGlassCard.tsx
new file mode 100644
index 0000000..dbd7924
--- /dev/null
+++ b/src/components/aura/AuraGlassCard.tsx
@@ -0,0 +1,202 @@
+import { BlurView } from "expo-blur";
+import { LinearGradient } from "expo-linear-gradient";
+import React, { useEffect } from "react";
+import { Platform, StyleSheet, View, type StyleProp, type ViewStyle } from "react-native";
+import Animated, {
+  Easing,
+  useAnimatedStyle,
+  useSharedValue,
+  withTiming,
+} from "react-native-reanimated";
+
+import { ThemeTokens } from "@/constants/theme";
+import { useReduceMotion } from "@/hooks/useReduceMotion";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+
+const palette = ThemeTokens.dark;
+const USE_WEB_BLUR_FALLBACK = Platform.OS === "web";
+
+function CardBackdrop({ intensity }: { intensity: number }) {
+  if (USE_WEB_BLUR_FALLBACK) {
+    return (
+      <View
+        pointerEvents="none"
+        style={[
+          StyleSheet.absoluteFill,
+          {
+            backgroundColor:
+              intensity >= 26 ? "rgba(10,10,15,0.9)" : "rgba(10,10,15,0.84)",
+          },
+        ]}
+      />
+    );
+  }
+
+  return (
+    <BlurView
+      pointerEvents="none"
+      intensity={intensity}
+      tint="dark"
+      style={StyleSheet.absoluteFill}
+    />
+  );
+}
+
+export default function AuraGlassCard({
+  children,
+  style,
+  contentStyle,
+  auraBorder = false,
+  iridescentBorder = false,
+  warmHero = false,
+  intensity = 28,
+  onPress,
+}: {
+  children: React.ReactNode;
+  style?: StyleProp<ViewStyle>;
+  contentStyle?: StyleProp<ViewStyle>;
+  auraBorder?: boolean;
+  iridescentBorder?: boolean;
+  warmHero?: boolean;
+  intensity?: number;
+  onPress?: () => void;
+}) {
+  const reduceMotion = useReduceMotion();
+  const opacity = useSharedValue(reduceMotion ? 1 : 0);
+  const translateY = useSharedValue(reduceMotion ? 0 : 8);
+
+  useEffect(() => {
+    if (reduceMotion) {
+      opacity.value = 1;
+      translateY.value = 0;
+      return;
+    }
+    opacity.value = withTiming(1, {
+      duration: 300,
+      easing: Easing.out(Easing.cubic),
+    });
+    translateY.value = withTiming(0, {
+      duration: 300,
+      easing: Easing.out(Easing.cubic),
+    });
+  }, [opacity, reduceMotion, translateY]);
+
+  const animatedStyle = useAnimatedStyle(() => ({
+    opacity: opacity.value,
+    transform: [{ translateY: translateY.value }],
+  }));
+  const showGradientBorder = auraBorder || iridescentBorder;
+  const borderColors: readonly [string, string, string] = iridescentBorder
+    ? [
+        palette.colors.iridescentStart,
+        palette.colors.iridescentMid,
+        palette.colors.iridescentEnd,
+      ]
+    : [
+        "rgba(243,223,195,0.34)",
+        "rgba(243,190,221,0.18)",
+        "rgba(184,217,255,0.24)",
+      ];
+
+  return (
+    <Animated.View style={[animatedStyle, style]}>
+      {onPress ? (
+        <AuraPressable
+          onPress={onPress}
+          pressedScale={0.985}
+          pressedOpacity={0.98}
+          style={styles.shell}
+        >
+          {showGradientBorder ? (
+            <LinearGradient
+              colors={borderColors}
+              start={{ x: 0, y: 0 }}
+              end={{ x: 1, y: 1 }}
+              style={styles.gradientBorder}
+            />
+          ) : null}
+          <View
+            style={[
+              styles.inner,
+              showGradientBorder ? styles.innerInset : null,
+              warmHero ? styles.warmInner : null,
+              contentStyle,
+            ]}
+          >
+            <CardBackdrop intensity={intensity} />
+            {warmHero ? <View pointerEvents="none" style={styles.warmGlow} /> : null}
+            <LinearGradient
+              pointerEvents="none"
+              colors={["rgba(255,255,255,0.06)", "rgba(255,255,255,0.015)"]}
+              start={{ x: 0.1, y: 0 }}
+              end={{ x: 0.9, y: 1 }}
+              style={StyleSheet.absoluteFill}
+            />
+            {children}
+          </View>
+        </AuraPressable>
+      ) : (
+        <View style={styles.shell}>
+          {showGradientBorder ? (
+            <LinearGradient
+              colors={borderColors}
+              start={{ x: 0, y: 0 }}
+              end={{ x: 1, y: 1 }}
+              style={styles.gradientBorder}
+            />
+          ) : null}
+          <View
+            style={[
+              styles.inner,
+              showGradientBorder ? styles.innerInset : null,
+              warmHero ? styles.warmInner : null,
+              contentStyle,
+            ]}
+          >
+            <CardBackdrop intensity={intensity} />
+            {warmHero ? <View pointerEvents="none" style={styles.warmGlow} /> : null}
+            <LinearGradient
+              pointerEvents="none"
+              colors={["rgba(255,255,255,0.06)", "rgba(255,255,255,0.015)"]}
+              start={{ x: 0.1, y: 0 }}
+              end={{ x: 0.9, y: 1 }}
+              style={StyleSheet.absoluteFill}
+            />
+            {children}
+          </View>
+        </View>
+      )}
+    </Animated.View>
+  );
+}
+
+const styles = StyleSheet.create({
+  shell: {
+    borderRadius: palette.radii.card,
+    overflow: "hidden",
+    backgroundColor: "rgba(255,255,255,0.02)",
+    borderWidth: 1,
+    borderColor: palette.colors.borderSoft,
+  },
+  gradientBorder: {
+    ...StyleSheet.absoluteFillObject,
+    padding: 1,
+    borderRadius: palette.radii.card,
+  },
+  inner: {
+    overflow: "hidden",
+    backgroundColor: palette.colors.surfaceGlass,
+  },
+  warmInner: {
+    backgroundColor: palette.colors.surfaceWarm,
+  },
+  innerInset: {
+    margin: 1,
+    borderRadius: palette.radii.card - 1,
+    backgroundColor: palette.colors.surface1,
+  },
+  warmGlow: {
+    ...StyleSheet.absoluteFillObject,
+    backgroundColor: palette.colors.warmGlow,
+  },
+});
diff --git a/src/components/aura/AuraGlowBackground.tsx b/src/components/aura/AuraGlowBackground.tsx
new file mode 100644
index 0000000..338b00b
--- /dev/null
+++ b/src/components/aura/AuraGlowBackground.tsx
@@ -0,0 +1,85 @@
+import { LinearGradient } from "expo-linear-gradient";
+import React from "react";
+import { StyleSheet, View } from "react-native";
+
+import { ThemeTokens } from "@/constants/theme";
+
+const palette = ThemeTokens.dark;
+
+function GlowBlob({
+  size,
+  color,
+  top,
+  left,
+  right,
+  bottom,
+  opacity = 1,
+}: {
+  size: number;
+  color: string;
+  top?: number;
+  left?: number;
+  right?: number;
+  bottom?: number;
+  opacity?: number;
+}) {
+  return (
+    <View
+      pointerEvents="none"
+      style={{
+        position: "absolute",
+        width: size,
+        height: size,
+        borderRadius: size / 2,
+        backgroundColor: color,
+        top,
+        left,
+        right,
+        bottom,
+        opacity,
+        shadowColor: color,
+        shadowOpacity: 0.34,
+        shadowRadius: size * 0.32,
+        shadowOffset: { width: 0, height: 0 },
+      }}
+    />
+  );
+}
+
+export default function AuraGlowBackground({
+  children,
+  contentStyle,
+}: {
+  children?: React.ReactNode;
+  contentStyle?: object;
+}) {
+  return (
+    <View style={[styles.container, contentStyle]}>
+      <LinearGradient
+        colors={palette.gradients.background}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 1, y: 1 }}
+        style={StyleSheet.absoluteFill}
+      />
+      <GlowBlob size={220} color={palette.colors.auraChampagne} top={110} left={-30} opacity={0.14} />
+      <GlowBlob size={260} color={palette.colors.auraPink} top={180} right={-50} opacity={0.12} />
+      <GlowBlob size={220} color={palette.colors.auraLavender} bottom={160} left={10} opacity={0.13} />
+      <GlowBlob size={260} color={palette.colors.auraBlue} bottom={90} right={-60} opacity={0.1} />
+      <LinearGradient
+        pointerEvents="none"
+        colors={["rgba(255,255,255,0.04)", "transparent"]}
+        start={{ x: 0.5, y: 0 }}
+        end={{ x: 0.5, y: 0.45 }}
+        style={StyleSheet.absoluteFill}
+      />
+      {children}
+    </View>
+  );
+}
+
+const styles = StyleSheet.create({
+  container: {
+    flex: 1,
+    backgroundColor: palette.colors.background,
+  },
+});
diff --git a/src/components/aura/AuraGradientButton.tsx b/src/components/aura/AuraGradientButton.tsx
new file mode 100644
index 0000000..1ce7fa2
--- /dev/null
+++ b/src/components/aura/AuraGradientButton.tsx
@@ -0,0 +1,96 @@
+import { LinearGradient } from "expo-linear-gradient";
+import React from "react";
+import { StyleSheet, Text, View, type StyleProp, type ViewStyle } from "react-native";
+
+import { Fonts, ThemeTokens } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+
+const palette = ThemeTokens.dark;
+
+export default function AuraGradientButton({
+  label,
+  onPress,
+  style,
+  disabled = false,
+  gradientColors,
+  labelColor,
+  innerBackgroundColor,
+  innerOverlayColors,
+}: {
+  label: string;
+  onPress: () => void;
+  style?: StyleProp<ViewStyle>;
+  disabled?: boolean;
+  gradientColors?: readonly [string, string, ...string[]];
+  labelColor?: string;
+  innerBackgroundColor?: string;
+  innerOverlayColors?: readonly [string, string, ...string[]] | null;
+}) {
+  const colors =
+    gradientColors ??
+    ([
+      "rgba(243,223,195,0.45)",
+      "rgba(243,190,221,0.28)",
+      "rgba(184,217,255,0.34)",
+    ] as const);
+  return (
+    <AuraPressable
+      disabled={disabled}
+      onPress={onPress}
+      haptic="light"
+      pressedScale={0.97}
+      pressedOpacity={0.92}
+      style={[styles.pressable, style, disabled ? styles.disabled : null]}
+    >
+      <LinearGradient
+        pointerEvents="none"
+        colors={colors}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 1, y: 1 }}
+        style={StyleSheet.absoluteFill}
+      />
+      <View style={[styles.inner, innerBackgroundColor ? { backgroundColor: innerBackgroundColor } : null]}>
+        {innerOverlayColors === null ? null : (
+          <LinearGradient
+            pointerEvents="none"
+            colors={innerOverlayColors ?? ["rgba(255,255,255,0.07)", "rgba(255,255,255,0.03)"]}
+            start={{ x: 0, y: 0 }}
+            end={{ x: 1, y: 1 }}
+            style={StyleSheet.absoluteFill}
+          />
+        )}
+        <Text style={[styles.label, labelColor ? { color: labelColor } : null]}>{label}</Text>
+      </View>
+    </AuraPressable>
+  );
+}
+
+const styles = StyleSheet.create({
+  pressable: {
+    minHeight: 58,
+    borderRadius: palette.radii.button,
+    overflow: "hidden",
+    shadowColor: palette.colors.auraLavender,
+    shadowOpacity: 0.24,
+    shadowRadius: 24,
+    shadowOffset: { width: 0, height: 10 },
+  },
+  disabled: {
+    opacity: 0.5,
+  },
+  inner: {
+    flex: 1,
+    margin: 1,
+    borderRadius: palette.radii.button - 1,
+    backgroundColor: "rgba(16,18,24,0.86)",
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  label: {
+    color: palette.colors.textPrimary,
+    fontSize: 16,
+    fontWeight: "700",
+    fontFamily: Fonts.sans,
+    letterSpacing: 0.4,
+  },
+});
diff --git a/src/components/aura/AuraLogoHero.tsx b/src/components/aura/AuraLogoHero.tsx
new file mode 100644
index 0000000..7f9dbd1
--- /dev/null
+++ b/src/components/aura/AuraLogoHero.tsx
@@ -0,0 +1,78 @@
+import React from "react";
+import { StyleSheet, Text, View } from "react-native";
+
+import { Fonts, ThemeTokens } from "@/constants/theme";
+
+import AnimatedAuraRing from "./AnimatedAuraRing";
+
+const palette = ThemeTokens.dark;
+
+export function AuraLogoMark({
+  size = 220,
+  animated = true,
+  ringRotationDuration,
+}: {
+  size?: number;
+  animated?: boolean;
+  ringRotationDuration?: number;
+}) {
+  const apexTop = size * 0.28;
+  const legHeight = size * 0.42;
+  const legWidth = Math.max(18, size * 0.082);
+
+  return (
+    <View style={{ width: size, height: size, alignItems: "center", justifyContent: "center" }}>
+      <AnimatedAuraRing size={size} animated={animated} rotationDuration={ringRotationDuration} />
+      <View
+        style={{
+          position: "absolute",
+          top: apexTop,
+          width: size * 0.56,
+          height: legHeight,
+          alignItems: "center",
+          justifyContent: "center",
+        }}
+      >
+        <View style={[styles.leg, { width: legWidth, height: legHeight, transform: [{ rotate: "27deg" }, { translateX: -size * 0.1 }] }]} />
+        <View style={[styles.leg, { width: legWidth, height: legHeight, transform: [{ rotate: "-27deg" }, { translateX: size * 0.1 }] }]} />
+      </View>
+    </View>
+  );
+}
+
+export default function AuraLogoHero({
+  size = 220,
+  showWordmark = true,
+}: {
+  size?: number;
+  showWordmark?: boolean;
+}) {
+  return (
+    <View style={{ alignItems: "center", gap: 26 }}>
+      <AuraLogoMark size={size} />
+      {showWordmark ? (
+        <View style={{ alignItems: "center", gap: 10 }}>
+          <Text
+            style={{
+              color: palette.colors.textPrimary,
+              fontSize: palette.typography.wordmark.fontSize,
+              letterSpacing: palette.typography.wordmark.letterSpacing,
+              fontWeight: palette.typography.wordmark.fontWeight,
+              fontFamily: Fonts.sans,
+            }}
+          >
+            AURA
+          </Text>
+        </View>
+      ) : null}
+    </View>
+  );
+}
+
+const styles = StyleSheet.create({
+  leg: {
+    position: "absolute",
+    borderRadius: 999,
+    backgroundColor: "#F7F1E8",
+  },
+});
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index 8781278..89617da 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -1,836 +1,987 @@
-import React, { memo, useEffect, useMemo } from "react";
+import React, { memo, useEffect, useMemo, useState } from "react";
+import AppImage from "@/src/components/common/AppImage";
+import { useRouter } from "expo-router";
+import Animated, {
+  Easing,
+  useAnimatedStyle,
+  useSharedValue,
+  withDelay,
+  withTiming,
+} from "react-native-reanimated";
 import {
-  DimensionValue,
-  Image,
-  Pressable,
   StyleProp,
   StyleSheet,
   Text,
+  TouchableOpacity,
   View,
   ViewStyle,
+  Platform,
   useWindowDimensions,
 } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
-import { getItemImageUrl } from "@/src/lib/itemImage";
-import {
-  getRenderProfile,
-  type RenderProfile,
-  type RenderSlotType,
-} from "@/src/lib/renderProfiles";
-import {
-  getVisualNormalizationDefaults,
-  mergeVisualNormalization,
-  type VisualNormalization,
-} from "@/src/lib/visualNormalization";
+import { useReduceMotion } from "@/hooks/useReduceMotion";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { ItemDetailSheet } from "@/src/components/aura/ItemDetailSheet";
+import { AccessoryStrip } from "@/src/components/outfit/AccessoryStrip";
+import { buildRenderPlan, type AuraLayoutItem, type AuraLayoutVariant } from "@/src/lib/auraLookLayouts";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { AuraLook, AuraLookAction, AuraLookPiece } from "@/src/types/aura";
-
-type AuraItem = AuraLookPiece & {
-  id?: string;
-  name?: string;
-  title?: string;
-  brand?: string | null;
-  category?: string | null;
-  subCategory?: string | null;
-  type?: string | null;
-  cleanedImageUrl?: string | null;
-  image?: string | null;
-  visualNormalization?: VisualNormalization | null;
-};
+import type { AuraLook, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
 
 type Props = {
   look: AuraLook;
   colors?: AppColors;
   itemsById?: Map<string, ClothingItem>;
   style?: StyleProp<ViewStyle>;
-  onAction?: (action: AuraLookAction) => void;
+  onAction?: (action: AuraLookAction, look: AuraLook, option?: AuraLookOptionMeta) => void;
   onPressSave?: () => void;
   onPressPlan?: () => void;
-};
-
-type AccessorySlots = {
-  headwear?: AuraItem | null;
-  glasses?: AuraItem | null;
-  chain?: AuraItem | null;
-  watch?: AuraItem | null;
-  bracelet?: AuraItem | null;
-  bag?: AuraItem | null;
-};
-
-type BoardSlots = {
-  top?: AuraItem | null;
-  outerwear?: AuraItem | null;
-  bottom?: AuraItem | null;
-  footwear?: AuraItem | null;
-  accessories: AccessorySlots;
-};
-
-type UpperLayoutMode = "single-upper" | "layered-upper";
-
-type RectMetrics = {
-  left: string;
-  top?: string;
-  bottom?: string;
-  width: string;
-  height: string;
-  zIndex?: number;
+  option?: AuraLookOptionMeta | null;
+  viewportWidth?: number;
+  hideActions?: boolean;
+  compact?: boolean;
+  swipeVariant?: boolean;
+  boardVariant?: AuraLayoutVariant;
+  boardOnly?: boolean;
 };
 
 const BOARD_MAX_WIDTH = 760;
-const BOARD_MIN_HEIGHT = 500;
-const BOARD_HEIGHT_RATIO = 1.0;
-
-const ACCESSORY_ORDER: (keyof AccessorySlots)[] = [
-  "headwear",
-  "glasses",
-  "chain",
-  "watch",
-  "bracelet",
-  "bag",
-];
-
-const DEBUG_AURA_BOARD =
-  __DEV__ && process.env.EXPO_PUBLIC_AURA_BOARD_DEBUG === "1";
+const BOARD_ASPECT_RATIO = 1;
 
 function firstNonEmpty<T>(...values: (T | null | undefined)[]): T | undefined {
   return values.find(Boolean) as T | undefined;
 }
 
-function normalizeText(value?: string | null) {
-  return (value ?? "").trim().toLowerCase();
-}
-
-function clamp(value: number, min: number, max: number) {
-  return Math.max(min, Math.min(max, value));
-}
-
-function getItemLabel(item?: AuraItem | null) {
-  return item?.itemName ?? item?.name ?? item?.title ?? "";
-}
-
-function toAuraItem(
-  piece: AuraLookPiece,
-  itemsById?: Map<string, ClothingItem>,
-) {
-  const sourceItem =
-    piece.itemId && itemsById ? (itemsById.get(piece.itemId) ?? null) : null;
-
-  return {
-    ...piece,
-    id: piece.itemId ?? undefined,
-    name: piece.itemName,
-    brand: sourceItem?.brand ?? null,
-    category: sourceItem?.category ?? null,
-    subCategory: sourceItem?.subCategory ?? null,
-    type: sourceItem?.type ?? null,
-    cleanedImageUrl:
-      getItemImageUrl(sourceItem, { variant: "hero" }) ??
-      getItemImageUrl(sourceItem, { variant: "thumb" }) ??
-      null,
-    imageUrl: piece.imageUrl ?? sourceItem?.photoUrl ?? null,
-    image: sourceItem?.photoUri ?? null,
-    visualNormalization: sourceItem?.visualNormalization ?? null,
-  } satisfies AuraItem;
-}
-
-function getImageSourceForBoardItem(item?: AuraItem | null) {
-  const uri = firstNonEmpty(item?.cleanedImageUrl, item?.imageUrl, item?.image);
+function getImageSourceForBoardItem(item?: AuraLayoutItem | null) {
+  const uri = firstNonEmpty(item?.image, item?.cleanedImageUrl, item?.imageUrl);
   return uri ? { uri } : null;
 }
 
-function isTop(item: AuraItem) {
-  const c = normalizeText(item.category);
-  const s = normalizeText(item.subCategory);
-  const t = normalizeText(item.type);
-
-  return (
-    c === "tops" ||
-    [
-      "shirt",
-      "t-shirt",
-      "tee",
-      "polo",
-      "top",
-      "button_down",
-      "button-down",
-      "henley",
-    ].includes(s) ||
-    ["shirt", "tshirt", "tee", "polo", "top"].includes(t)
-  );
+function titleCase(value: string) {
+  return value.replace(/\b\w/g, (char) => char.toUpperCase());
 }
 
-function isOuterwear(item: AuraItem) {
-  const c = normalizeText(item.category);
-  const s = normalizeText(item.subCategory);
-  const t = normalizeText(item.type);
-
-  return (
-    c === "outerwear" ||
-    ["jacket", "coat", "overshirt", "blazer", "hoodie", "cardigan"].includes(
-      s,
-    ) ||
-    ["jacket", "coat", "overshirt", "blazer", "hoodie"].includes(t)
+function cleanShortLabel(value?: string | null) {
+  const normalized = (value ?? "")
+    .replace(/\bdirection\b/gi, "")
+    .replace(/\blook\b/gi, "")
+    .replace(/\s+/g, " ")
+    .trim();
+  if (!normalized) return "";
+
+  return titleCase(
+    normalized
+      .split(/[,/]/g)
+      .flatMap((part) => part.trim().split(/\s+/))
+      .filter(Boolean)
+      .slice(0, 3)
+      .join(" "),
   );
 }
 
-function isBottom(item: AuraItem) {
-  const c = normalizeText(item.category);
-  const s = normalizeText(item.subCategory);
-  const t = normalizeText(item.type);
-
-  return (
-    c === "bottoms" ||
-    ["jeans", "pants", "trousers", "cargo", "shorts"].includes(s) ||
-    ["jeans", "pants", "trousers", "shorts"].includes(t)
-  );
+function normalizeDirectionLabel(...values: (string | null | undefined)[]) {
+  const joined = values
+    .filter(Boolean)
+    .join(" ")
+    .toLowerCase();
+  if (joined.includes("safe")) return "Safe";
+  if (joined.includes("balanced")) return "Balanced";
+  if (joined.includes("bold")) return "Bold";
+  return "";
 }
 
-function isFootwear(item: AuraItem) {
-  const c = normalizeText(item.category);
-  const s = normalizeText(item.subCategory);
-  const t = normalizeText(item.type);
-
-  return (
-    c === "footwear" ||
-    [
-      "shoe",
-      "shoes",
-      "sneaker",
-      "sneakers",
-      "loafer",
-      "derby",
-      "boot",
-      "sandals",
-      "formal_shoe",
-    ].includes(s) ||
-    ["shoe", "sneaker", "loafer", "boot"].includes(t)
+function looksLikeRawOutfitTitle(value?: string | null) {
+  const title = (value ?? "").trim();
+  if (!title) return true;
+  if (title.length > 34) return true;
+  if (/[,:;]/.test(title)) return true;
+  if (title.split(/\s+/).length > 4) return true;
+  return /\b(shirt|tee|t-shirt|jeans|pants|trousers|sneaker|shoe|loafer|watch|glasses|jacket|hoodie|shorts)\b/i.test(
+    title,
   );
 }
 
-function classifyAccessory(item: AuraItem): keyof AccessorySlots | null {
-  const c = normalizeText(item.category);
-  const s = normalizeText(item.subCategory);
-  const t = normalizeText(item.type);
-  const joined = `${c} ${s} ${t}`;
-
-  if (
-    joined.includes("cap") ||
-    joined.includes("hat") ||
-    joined.includes("headwear")
-  ) {
-    return "headwear";
-  }
-
-  if (
-    joined.includes("glasses") ||
-    joined.includes("sunglasses") ||
-    joined.includes("eyewear")
-  ) {
-    return "glasses";
-  }
-
-  if (joined.includes("chain") || joined.includes("necklace")) {
-    return "chain";
+function deriveEditorialLookTitle(look: AuraLook) {
+  const explicit = (look.lookTitle ?? "").trim();
+  if (explicit && !looksLikeRawOutfitTitle(explicit)) {
+    return titleCase(explicit);
   }
-
-  if (joined.includes("watch")) {
-    return "watch";
-  }
-
-  if (joined.includes("bracelet") || joined.includes("bangle")) {
-    return "bracelet";
-  }
-
-  if (
-    joined.includes("bag") ||
-    joined.includes("crossbody") ||
-    joined.includes("tote") ||
-    joined.includes("backpack")
-  ) {
-    return "bag";
-  }
-
-  return null;
+  const base = cleanShortLabel(look.vibe) || cleanShortLabel(look.personalizationLabel);
+  if (!base) return "Aura Edit";
+  if (/\b(reset|edit|uniform|casual)\b/i.test(base)) return base;
+  if (base.split(/\s+/).length <= 2) return `${base} Reset`;
+  return base;
 }
 
-function dedupeItems(items: AuraItem[]) {
-  const seen = new Set<string>();
-  const out: AuraItem[] = [];
-
-  for (const item of items) {
-    const key =
-      item.id ||
-      `${getItemLabel(item)}|${item.category}|${item.subCategory}|${item.cleanedImageUrl}|${item.imageUrl}`;
-
-    if (seen.has(key)) continue;
-    seen.add(key);
-    out.push(item);
-  }
-
-  return out;
-}
-
-function resolveAuraBoardSlots(
-  look: AuraLook,
-  itemsById?: Map<string, ClothingItem>,
-): BoardSlots {
-  const pool = dedupeItems(
-    (look.pieces ?? []).map((piece) => toAuraItem(piece, itemsById)),
-  );
-
-  const slots: BoardSlots = {
-    accessories: {},
-  };
-
-  for (const item of pool) {
-    if (!slots.top && isTop(item)) {
-      slots.top = item;
-      continue;
-    }
-
-    if (!slots.outerwear && isOuterwear(item)) {
-      slots.outerwear = item;
-      continue;
-    }
-
-    if (!slots.bottom && isBottom(item)) {
-      slots.bottom = item;
-      continue;
-    }
-
-    if (!slots.footwear && isFootwear(item)) {
-      slots.footwear = item;
-      continue;
-    }
-
-    const accessoryType = classifyAccessory(item);
-    if (accessoryType && !slots.accessories[accessoryType]) {
-      slots.accessories[accessoryType] = item;
-    }
-  }
-
-  return slots;
+function deriveEditorialSubtitle(look: AuraLook) {
+  const source = [look.shortExplanation, look.stylingNote, look.personalizationNote]
+    .filter(Boolean)
+    .join(" ")
+    .replace(/\s+/g, " ")
+    .trim();
+  if (!source) return "";
+  if (source.length <= 88) return source;
+  return `${source.slice(0, 85).trimEnd()}...`;
 }
 
-function getUpperLayoutMode(slots: BoardSlots): UpperLayoutMode {
-  return slots.outerwear ? "layered-upper" : "single-upper";
+function getItemLabel(item?: AuraLayoutItem | null) {
+  return item?.itemName ?? "";
 }
 
-function getBoardPieceMetrics(mode: UpperLayoutMode): {
-  top: RectMetrics;
-  outerwear?: RectMetrics;
-  bottom: RectMetrics;
-  footwear?: RectMetrics;
-  accessoryBand: RectMetrics;
-} {
-  /*const bottom: RectMetrics = {
-    left: "38%",
-    top: "24%",
-    width: "24%",
-    height: "38%",
-    zIndex: 2,
-  };*/
-
-  const footwear: RectMetrics = {
-    left: "38%",
-    bottom: "18%",
-    width: "24%",
-    height: "8%",
-    zIndex: 5,
-  };
-
-  const accessoryBand: RectMetrics = {
-    left: "10%",
-    top: "85%",
-    width: "84%",
-    height: "12%",
-    zIndex: 4,
-  };
-
-  if (mode === "single-upper") {
-    return {
-      top: {
-        left: "28%",
-        top: "3%",
-        width: "44%",
-        height: "30%",
-        zIndex: 1,
-      },
-      bottom: {
-        left: "38%",
-        top: "30%",
-        width: "24%",
-        height: "40%",
-        zIndex: 2,
-      },
-      footwear,
-      accessoryBand,
-    };
+function getCategoryPadding(category?: string | null, subCategory?: string | null, accessoryType?: string | null) {
+  if (!category) return 8;
+  const normalizedCategory = String(category).trim().toLowerCase();
+  const normalizedSubCategory = String(subCategory ?? "").trim().toLowerCase();
+  const normalizedAccessoryType = String(accessoryType ?? "").trim().toLowerCase();
+  const accessoryDescriptor = `${normalizedSubCategory} ${normalizedAccessoryType}`;
+  const matchesAccessory = (values: string[]) => values.some((value) => accessoryDescriptor.includes(value));
+
+  switch (normalizedCategory) {
+    case "top":
+      return 8;
+    case "outerwear":
+      return 6;
+    case "bottom":
+      return 4;
+    case "footwear":
+    case "shoes":
+      return 6;
+    case "one_piece":
+      return 4;
+    case "accessory":
+      if (matchesAccessory(["bag", "backpack", "tote_bag", "tote", "clutch", "crossbody", "shoulder_bag", "mini_bag"])) return 6;
+      if (matchesAccessory(["sunglasses", "glasses"])) return 10;
+      if (matchesAccessory(["cap", "hat", "beanie", "bucket_hat"])) return 8;
+      if (matchesAccessory(["perfume", "cologne", "fragrance"])) return 8;
+      if (matchesAccessory(["necklace", "chain", "chain_belt", "jewelry", "jewellery"])) return 12;
+      if (matchesAccessory(["belt"])) return 2;
+      return 8;
+    default:
+      return 8;
   }
-
-  return {
-    top: {
-      left: "26%",
-      top: "5%",
-      width: "26%",
-      height: "30%",
-      zIndex: 1,
-    },
-    outerwear: {
-      left: "45%",
-      top: "4%",
-      width: "30%",
-      height: "32%",
-      zIndex: 3,
-    },
-    bottom: {
-      left: "38%",
-      top: "31%",
-      width: "24%",
-      height: "41%",
-      zIndex: 2,
-    },
-    footwear,
-    accessoryBand,
-  };
-}
-
-function getAccessoryRailMetrics(accessories: AccessorySlots) {
-  return ACCESSORY_ORDER.filter((key) => Boolean(accessories[key])).map(
-    (key) => ({
-      key,
-      item: accessories[key] as AuraItem,
-    }),
-  );
-}
-
-const SLOT_NORMALIZATION_DEFAULTS: Record<
-  RenderSlotType,
-  { scale: number; translateY: number }
-> = {
-  top: { scale: 1, translateY: 0 },
-  outerwear: { scale: 1.01, translateY: -2 },
-  bottom: { scale: 1, translateY: 0 },
-  footwear: { scale: 0.98, translateY: 4 },
-  accessory: { scale: 1, translateY: 0 },
-};
-
-type BoardImageCompensation = {
-  profile: RenderProfile;
-  scale: number;
-  translateY: number;
-  usedItemLevelNormalization: boolean;
-  clamped: boolean;
-};
-
-function getBoardImageCompensation(
-  item: AuraItem | null | undefined,
-  slotKind: RenderSlotType,
-): BoardImageCompensation {
-  const slotDefaults = SLOT_NORMALIZATION_DEFAULTS[slotKind];
-  const profile = getRenderProfile({
-    category: item?.category,
-    subCategory: item?.subCategory,
-    type: item?.type,
-  });
-  const normalization = mergeVisualNormalization(
-    getVisualNormalizationDefaults({
-      category: item?.category,
-      subCategory: item?.subCategory,
-      type: item?.type,
-    }),
-    item?.visualNormalization,
-  );
-
-  const rawScale =
-    slotDefaults.scale *
-    (profile.defaultScale ?? 1) *
-    (normalization.recommendedScale ?? 1);
-  const minScale = profile.minScale ?? 0.8;
-  const maxScale = profile.maxScale ?? 1.2;
-  const scale = Number(clamp(rawScale, minScale, maxScale).toFixed(3));
-
-  const rawTranslateY =
-    slotDefaults.translateY +
-    (profile.defaultTranslateY ?? 0) +
-    (normalization.recommendedTranslateY ?? 0);
-  const translateY = Math.round(clamp(rawTranslateY, -20, 20));
-
-  return {
-    profile,
-    scale,
-    translateY,
-    usedItemLevelNormalization: Boolean(item?.visualNormalization),
-    clamped: scale !== Number(rawScale.toFixed(3)) || translateY !== Math.round(rawTranslateY),
-  };
-}
-
-function getDebugBoardEntry(input: {
-  item?: AuraItem | null;
-  slotType: RenderSlotType;
-  compensation: BoardImageCompensation;
-}) {
-  return {
-    piece: getItemLabel(input.item) || "(unnamed)",
-    profile: normalizeText(input.item?.subCategory) || normalizeText(input.item?.type) || "generic",
-    chosenSlotType: input.slotType,
-    finalScale: input.compensation.scale,
-    finalTranslateY: input.compensation.translateY,
-    usedItemLevelNormalization: input.compensation.usedItemLevelNormalization,
-    clamped: input.compensation.clamped,
-  };
-}
-
-function getRectStyle(metrics: RectMetrics): ViewStyle {
-  return {
-    left: metrics.left as DimensionValue,
-    ...(metrics.top ? { top: metrics.top as DimensionValue } : {}),
-    ...(metrics.bottom ? { bottom: metrics.bottom as DimensionValue } : {}),
-    width: metrics.width as DimensionValue,
-    height: metrics.height as DimensionValue,
-    zIndex: metrics.zIndex ?? 1,
-  };
 }
 
 function BoardImage({
   item,
-  metrics,
-  slotKind,
+  leftPct,
+  topPct,
+  widthPct,
+  heightPct,
+  zIndex,
+  shadowIntensity,
+  rotation,
+  animationIndex,
+  animationKey,
+  reduceMotion,
+  onPress,
 }: {
-  item?: AuraItem | null;
-  metrics: RectMetrics;
-  slotKind: RenderSlotType;
+  item?: AuraLayoutItem | null;
+  leftPct: number;
+  topPct: number;
+  widthPct: number;
+  heightPct: number;
+  zIndex: number;
+  shadowIntensity: number;
+  rotation: number;
+  animationIndex: number;
+  animationKey: string;
+  reduceMotion: boolean;
+  onPress: (item: AuraLayoutItem) => void;
 }) {
   const source = getImageSourceForBoardItem(item);
+  const opacity = useSharedValue(reduceMotion ? 1 : 0);
+  const translateY = useSharedValue(reduceMotion ? 0 : 20);
+  const isBelt = item?.accessoryType === "belt";
+
+  useEffect(() => {
+    if (reduceMotion) {
+      opacity.value = 1;
+      translateY.value = 0;
+      return;
+    }
+
+    const delay = Math.min(animationIndex, 4) * 80;
+    opacity.value = 0;
+    translateY.value = 20;
+    opacity.value = withDelay(
+      delay,
+      withTiming(1, {
+        duration: 300,
+        easing: Easing.out(Easing.cubic),
+      }),
+    );
+    translateY.value = withDelay(
+      delay,
+      withTiming(0, {
+        duration: 300,
+        easing: Easing.out(Easing.cubic),
+      }),
+    );
+  }, [animationIndex, animationKey, opacity, reduceMotion, translateY]);
+
+  const animatedStyle = useAnimatedStyle(() => ({
+    opacity: opacity.value,
+    transform: [{ translateY: translateY.value }],
+  }));
+
   if (!item || !source) return null;
-  const compensation = getBoardImageCompensation(item, slotKind);
 
   return (
-    <View
+    <Animated.View
       style={[
-        styles.absolutePiece,
-        getRectStyle(metrics),
+        styles.animatedPiece,
+        {
+          left: `${leftPct}%`,
+          top: `${topPct}%`,
+          width: `${widthPct}%`,
+          height: `${heightPct}%`,
+          zIndex,
+        },
+        animatedStyle,
       ]}
-      pointerEvents="none"
     >
-      <Image
-        source={source}
-        resizeMode="contain"
+      <TouchableOpacity
+        activeOpacity={0.85}
+        hitSlop={16}
         style={[
-          styles.image,
+          styles.absolutePiece,
+          Platform.OS === "android" ? styles.absolutePieceAndroid : null,
           {
-            transform: [
-              { translateY: compensation.translateY },
-              { scale: compensation.scale },
-            ],
+            padding: getCategoryPadding(item.role, item.subCategory, item.accessoryType),
           },
         ]}
-      />
-    </View>
+        onPress={() => onPress(item)}
+      >
+        <View
+          pointerEvents="none"
+          style={[
+            styles.photoShadow,
+            item.role === "footwear" ? styles.photoShadowFootwear : styles.photoShadowGarment,
+            item.role === "accessory" ? styles.photoShadowAccessory : null,
+            {
+              opacity:
+                item.role === "footwear"
+                  ? 0.08 * shadowIntensity
+                  : item.role === "accessory"
+                    ? 0.04 * shadowIntensity
+                    : 0.055 * shadowIntensity,
+            },
+          ]}
+        />
+        <AppImage
+          source={{
+            uri: source.uri,
+          }}
+          resizeMode="contain"
+          style={[
+            styles.image,
+            isBelt ? styles.beltImage : null,
+            {
+              transform: [{ rotate: `${rotation}deg` }],
+            },
+          ]}
+        />
+      </TouchableOpacity>
+    </Animated.View>
   );
 }
 
 export const AuraLookCard = memo(function AuraLookCard({
   look,
+  colors: providedColors,
   itemsById,
   style,
   onAction,
   onPressSave,
   onPressPlan,
+  option,
+  viewportWidth,
+  hideActions = false,
+  compact = false,
+  swipeVariant = false,
+  boardVariant,
+  boardOnly = false,
 }: Props) {
+  const router = useRouter();
+  const { colors: appColors } = useAppTheme();
+  const colors = providedColors ?? appColors;
   const { width: screenWidth } = useWindowDimensions();
-
-  const boardWidth = Math.min(screenWidth - 24, BOARD_MAX_WIDTH);
-  const boardHeight = Math.max(
-    Math.round(boardWidth * BOARD_HEIGHT_RATIO),
-    BOARD_MIN_HEIGHT,
+  const [selectedItem, setSelectedItem] = useState<AuraLayoutItem | null>(null);
+  const reduceMotion = useReduceMotion();
+  const canLikeLook = look.actions.includes("likeLook");
+  const canNotMyVibe = look.actions.includes("notMyVibe");
+  const canShowMoreLikeThis = look.actions.includes("showMoreLikeThis");
+  const canLessLikeThis = look.actions.includes("lessLikeThis");
+  const canShopMissingPieces = look.actions.includes("shopMissingPieces");
+  const canUseOnlyMyCloset = look.actions.includes("useOnlyMyCloset");
+  const canMakeItDressier = look.actions.includes("makeItDressier");
+
+  const effectiveVariant = boardVariant ?? (swipeVariant ? "swipe" : "chat");
+  const isStudio = effectiveVariant === "studio";
+  const cardHorizontalPadding = compact || swipeVariant || isStudio ? 12 : 14;
+  const availableBoardWidth = Math.max(
+    1,
+    (viewportWidth ?? screenWidth) - cardHorizontalPadding * 2,
   );
-
-  const slots = useMemo(
-    () => resolveAuraBoardSlots(look, itemsById),
-    [look, itemsById],
+  const boardWidth = Math.min(
+    availableBoardWidth,
+    BOARD_MAX_WIDTH,
   );
-  const upperLayoutMode = useMemo(() => getUpperLayoutMode(slots), [slots]);
-  const metrics = useMemo(
-    () => getBoardPieceMetrics(upperLayoutMode),
-    [upperLayoutMode],
+  const boardHeight = Math.round(boardWidth * BOARD_ASPECT_RATIO);
+  const displayTitle = deriveEditorialLookTitle(look);
+  const displayReason = deriveEditorialSubtitle(look);
+  const directionLabel = normalizeDirectionLabel(option?.optionLabel, look.personalizationLabel, look.vibe);
+  const vibeLabelSource =
+    cleanShortLabel(look.vibe) || cleanShortLabel(look.personalizationLabel);
+  const vibeLabel = vibeLabelSource && vibeLabelSource !== directionLabel ? vibeLabelSource : "";
+  const visibleClosetItems = compact
+    ? (look.fromCloset ?? []).filter(Boolean).slice(0, swipeVariant ? 2 : 3)
+    : (look.fromCloset ?? []).filter(Boolean).slice(0, 5);
+  const hiddenClosetCount = Math.max(0, (look.fromCloset ?? []).filter(Boolean).length - visibleClosetItems.length);
+
+  const renderPlan = useMemo(
+    () => buildRenderPlan(look, itemsById, { variant: effectiveVariant }),
+    [effectiveVariant, itemsById, look],
   );
-  const accessoryRail = useMemo(
-    () => getAccessoryRailMetrics(slots.accessories),
-    [slots.accessories],
+  const animationKey = useMemo(() => {
+    const maybeLookId = (look as AuraLook & { id?: string | null }).id;
+    return (
+      maybeLookId ??
+      `${look.lookTitle}|${look.vibe}|${look.pieces
+        .map((piece) => `${piece.itemId ?? piece.itemName}:${piece.role}:${piece.imageUrl ?? ""}`)
+        .join("|")}`
+    );
+  }, [look]);
+  const overflowLabels = Array.from(
+    new Set(renderPlan.overflowItems.map((item) => getItemLabel(item)).filter(Boolean)),
+  ).slice(0, compact ? 2 : 3);
+
+  const boardContent = (
+    <View
+      style={[
+        styles.board,
+        compact ? styles.boardCompact : null,
+        swipeVariant ? styles.boardSwipe : null,
+        isStudio ? styles.boardStudio : null,
+        { width: boardWidth, height: boardHeight, backgroundColor: colors.outfitBoardBackground },
+      ]}
+    >
+      <AccessoryStrip
+        accessories={renderPlan.stripItems}
+        hiddenAccessories={renderPlan.hiddenStripItems}
+        onItemPress={setSelectedItem}
+      />
+      {renderPlan.placedItems.map((entry, index) => (
+        <BoardImage
+          key={entry.key}
+          item={entry.item}
+          leftPct={entry.leftPct}
+          topPct={entry.topPct}
+          widthPct={entry.widthPct}
+          heightPct={entry.heightPct}
+          zIndex={entry.zIndex}
+          shadowIntensity={entry.shadowIntensity}
+          rotation={entry.rotation}
+          animationIndex={index}
+          animationKey={animationKey}
+          reduceMotion={reduceMotion}
+          onPress={setSelectedItem}
+        />
+      ))}
+    </View>
   );
 
-  const debugEntries = useMemo(() => {
-    if (!DEBUG_AURA_BOARD) return [];
-
-    const entries = [
-      slots.top
-        ? getDebugBoardEntry({
-            item: slots.top,
-            slotType: "top",
-            compensation: getBoardImageCompensation(slots.top, "top"),
-          })
-        : null,
-      slots.outerwear
-        ? getDebugBoardEntry({
-            item: slots.outerwear,
-            slotType: "outerwear",
-            compensation: getBoardImageCompensation(slots.outerwear, "outerwear"),
-          })
-        : null,
-      slots.bottom
-        ? getDebugBoardEntry({
-            item: slots.bottom,
-            slotType: "bottom",
-            compensation: getBoardImageCompensation(slots.bottom, "bottom"),
-          })
-        : null,
-      slots.footwear
-        ? getDebugBoardEntry({
-            item: slots.footwear,
-            slotType: "footwear",
-            compensation: getBoardImageCompensation(slots.footwear, "footwear"),
-          })
-        : null,
-      ...accessoryRail.map((entry) =>
-        getDebugBoardEntry({
-          item: entry.item,
-          slotType: "accessory",
-          compensation: getBoardImageCompensation(entry.item, "accessory"),
-        }),
-      ),
-    ].filter(Boolean);
-
-    return entries;
-  }, [accessoryRail, slots.bottom, slots.footwear, slots.outerwear, slots.top]);
-
-  useEffect(() => {
-    if (!DEBUG_AURA_BOARD || !debugEntries.length) return;
-    console.log("[AuraLookCard] board rendering decisions", debugEntries);
-  }, [debugEntries]);
+  if (boardOnly) {
+    return (
+      <View style={[styles.boardOnlyCard, style]}>
+        {boardContent}
+      </View>
+    );
+  }
 
   return (
-    <View style={[styles.card, style]}>
-      {!!look.lookTitle && <Text style={styles.title}>{look.lookTitle}</Text>}
+    <View
+      style={[
+        styles.card,
+        compact ? styles.cardCompact : null,
+        swipeVariant ? styles.cardSwipe : null,
+        isStudio ? styles.cardStudio : null,
+        {
+          backgroundColor: isStudio ? colors.surfaceElevated : colors.surface,
+          borderColor: isStudio ? colors.purpleBorder : colors.border,
+        },
+        style,
+      ]}
+    >
+      <View style={styles.topRow}>
+        <View style={styles.labelRow}>
+          {!!directionLabel && (
+            <View
+              style={[
+                styles.headerChip,
+                styles.directionChip,
+                {
+                  backgroundColor: colors.purpleSurface,
+                  borderColor: colors.purpleBorder,
+                },
+              ]}
+            >
+              <View style={[styles.directionDot, { backgroundColor: colors.softPurple }]} />
+              <Text style={[styles.directionChipText, { color: colors.lightPurple }]}>
+                {directionLabel.toUpperCase()}
+              </Text>
+            </View>
+          )}
+          {!!vibeLabel && (
+            <View
+              style={[
+                styles.headerChip,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+            >
+              <Text style={[styles.vibeChipText, { color: colors.textSecondary }]}>{vibeLabel}</Text>
+            </View>
+          )}
+        </View>
+      </View>
 
-      {!!look.shortExplanation && (
-        <Text numberOfLines={2} style={styles.subtitle}>
-          {look.shortExplanation}
-        </Text>
-      )}
+      {boardContent}
 
-      <View style={[styles.board, { width: boardWidth, height: boardHeight }]}>
-        <BoardImage item={slots.bottom} metrics={metrics.bottom} slotKind="bottom" />
-        <BoardImage item={slots.top} metrics={metrics.top} slotKind="top" />
-
-        {slots.outerwear && metrics.outerwear ? (
-          <BoardImage
-            item={slots.outerwear}
-            metrics={metrics.outerwear}
-            slotKind="outerwear"
-          />
-        ) : null}
-
-        {slots.footwear && metrics.footwear ? (
-          <BoardImage
-            item={slots.footwear}
-            metrics={metrics.footwear}
-            slotKind="footwear"
-          />
-        ) : null}
-
-        {accessoryRail.length ? (
-          <View
-            pointerEvents="none"
+      <View style={[styles.copyBlock, swipeVariant ? styles.copyBlockSwipe : null, isStudio ? styles.copyBlockStudio : null]}>
+        {!!displayTitle && (
+          <Text
+            numberOfLines={1}
             style={[
-              styles.accessoryBand,
-              getRectStyle(metrics.accessoryBand),
+              styles.title,
+              compact ? styles.titleCompact : null,
+              swipeVariant ? styles.titleSwipe : null,
             ]}
           >
-            {accessoryRail.map((entry) => {
-              const source = getImageSourceForBoardItem(entry.item);
-              if (!source) return null;
-              const compensation = getBoardImageCompensation(
-                entry.item,
-                "accessory",
-              );
-
-              const isBag = entry.key === "bag";
-              const isChain = entry.key === "chain";
-
-              return (
-                <View
-                  key={entry.key}
-                  style={[
-                    styles.accessoryItem,
-                    isBag
-                      ? styles.accessoryBag
-                      : isChain
-                        ? styles.accessoryChain
-                        : styles.accessoryStandard,
-                  ]}
-                >
-                  <Image
-                    source={source}
-                    resizeMode="contain"
-                    style={[
-                      styles.image,
-                      {
-                        transform: [
-                          { translateY: compensation.translateY },
-                          { scale: compensation.scale },
-                        ],
-                      },
-                    ]}
-                  />
-                </View>
-              );
-            })}
-          </View>
-        ) : null}
-      </View>
+            {displayTitle}
+          </Text>
+        )}
 
-      <View style={styles.metaBlock}>
-        <Text style={styles.metaLabel}>FROM YOUR CLOSET</Text>
-        <Text style={styles.metaText}>
-          {(look.fromCloset ?? []).filter(Boolean).join(" · ")}
-        </Text>
+        {!!displayReason && (
+          <Text
+            numberOfLines={swipeVariant ? 1 : 2}
+            style={[
+              styles.subtitle,
+              compact ? styles.subtitleCompact : null,
+              swipeVariant ? styles.subtitleSwipe : null,
+            ]}
+          >
+            {displayReason}
+          </Text>
+        )}
       </View>
 
-      {!!look.stylingNote && (
+      {!!visibleClosetItems.length && (
         <View style={styles.metaBlock}>
-          <Text style={styles.metaLabel}>STYLING NOTE</Text>
-          <Text style={styles.metaText}>{look.stylingNote}</Text>
+          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>FROM YOUR CLOSET</Text>
+          <View style={styles.closetChips}>
+            {visibleClosetItems.map((item) => (
+              <View
+                key={`${look.lookTitle}-${item}`}
+                style={[
+                  styles.closetChip,
+                  { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                ]}
+              >
+                <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
+                  {item}
+                </Text>
+              </View>
+            ))}
+            {hiddenClosetCount > 0 ? (
+              <View
+                style={[
+                  styles.closetChip,
+                  styles.moreChip,
+                  { backgroundColor: colors.purpleSurface, borderColor: colors.purpleBorder },
+                ]}
+              >
+                <Text style={[styles.closetChipText, { color: colors.lightPurple }]}>+{hiddenClosetCount} more</Text>
+              </View>
+            ) : null}
+          </View>
         </View>
       )}
 
-      <View style={styles.actions}>
-        <Pressable
-          style={[styles.actionButton, styles.primaryButton]}
-          onPress={
-            onPressSave ?? (onAction ? () => onAction("saveLook") : undefined)
-          }
-        >
-          <Text style={styles.primaryButtonText}>Save look</Text>
-        </Pressable>
-
-        <Pressable
-          style={[styles.actionButton, styles.secondaryButton]}
-          onPress={
-            onPressPlan ??
-            (onAction ? () => onAction("planForToday") : undefined)
-          }
-        >
-          <Text style={styles.secondaryButtonText}>Plan for today</Text>
-        </Pressable>
-      </View>
+      {!!overflowLabels.length && (
+        <View style={styles.metaBlock}>
+          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>ALSO INCLUDED</Text>
+          <View style={styles.closetChips}>
+            {overflowLabels.map((item) => (
+              <View
+                key={`${look.lookTitle}-extra-${item}`}
+                style={[
+                  styles.closetChip,
+                  { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                ]}
+              >
+                <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
+                  {item}
+                </Text>
+              </View>
+            ))}
+          </View>
+        </View>
+      )}
+
+      {!hideActions ? (
+        <View style={styles.actions}>
+          <AuraPressable
+            style={[
+              styles.actionButton,
+              styles.primaryButton,
+              { backgroundColor: colors.ctaCream, borderColor: colors.ctaCream },
+            ]}
+            haptic="light"
+            hapticTrigger="press"
+            pressedScale={0.97}
+            pressedOpacity={0.92}
+            onPress={
+              onPressSave ?? (onAction ? () => onAction("saveLook", look, option ?? undefined) : undefined)
+            }
+          >
+            <Text style={[styles.primaryButtonText, { color: colors.ctaText }]}>Save look</Text>
+          </AuraPressable>
+
+          <AuraPressable
+            style={[
+              styles.actionButton,
+              styles.secondaryButton,
+              { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+            ]}
+            haptic="light"
+            hapticTrigger="press"
+            pressedScale={0.97}
+            pressedOpacity={0.92}
+            onPress={
+              onPressPlan ??
+              (onAction ? () => onAction("planForToday", look, option ?? undefined) : undefined)
+            }
+          >
+            <Text style={[styles.secondaryButtonText, { color: colors.textPrimary }]}>Plan for today</Text>
+          </AuraPressable>
+        </View>
+      ) : null}
+
+      {!hideActions && (canLikeLook || canNotMyVibe || canShowMoreLikeThis || canLessLikeThis) ? (
+        <View style={styles.tertiaryActions}>
+          {canLikeLook ? (
+            <AuraPressable
+              style={[
+                styles.tertiaryAction,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              onPress={onAction ? () => onAction("likeLook", look, option ?? undefined) : undefined}
+            >
+              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Like</Text>
+            </AuraPressable>
+          ) : null}
+          {canNotMyVibe ? (
+            <AuraPressable
+              style={[
+                styles.tertiaryAction,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+              haptic="medium"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              onPress={onAction ? () => onAction("notMyVibe", look, option ?? undefined) : undefined}
+            >
+              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Not my vibe</Text>
+            </AuraPressable>
+          ) : null}
+          {canShowMoreLikeThis ? (
+            <AuraPressable
+              style={[
+                styles.tertiaryAction,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              onPress={onAction ? () => onAction("showMoreLikeThis", look, option ?? undefined) : undefined}
+            >
+              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>More like this</Text>
+            </AuraPressable>
+          ) : null}
+          {canLessLikeThis ? (
+            <AuraPressable
+              style={[
+                styles.tertiaryAction,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              onPress={onAction ? () => onAction("lessLikeThis", look, option ?? undefined) : undefined}
+            >
+              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Less like this</Text>
+            </AuraPressable>
+          ) : null}
+        </View>
+      ) : null}
+
+      {!hideActions && (canShopMissingPieces || canUseOnlyMyCloset || canMakeItDressier) ? (
+        <View style={styles.tertiaryActions}>
+          {canUseOnlyMyCloset ? (
+            <AuraPressable
+              style={[
+                styles.tertiaryAction,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              onPress={onAction ? () => onAction("useOnlyMyCloset", look, option ?? undefined) : undefined}
+            >
+              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Use only my closet</Text>
+            </AuraPressable>
+          ) : null}
+          {canMakeItDressier ? (
+            <AuraPressable
+              style={[
+                styles.tertiaryAction,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              onPress={onAction ? () => onAction("makeItDressier", look, option ?? undefined) : undefined}
+            >
+              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Make it dressier</Text>
+            </AuraPressable>
+          ) : null}
+          {canShopMissingPieces ? (
+            <AuraPressable
+              style={[
+                styles.tertiaryAction,
+                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              ]}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              onPress={onAction ? () => onAction("shopMissingPieces", look, option ?? undefined) : undefined}
+            >
+              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>What am I missing?</Text>
+            </AuraPressable>
+          ) : null}
+        </View>
+      ) : null}
+
+      <ItemDetailSheet
+        item={selectedItem}
+        visible={Boolean(selectedItem)}
+        onDismiss={() => setSelectedItem(null)}
+        onViewInCloset={(item) => {
+          if (!item.itemId) return;
+          router.push({
+            pathname: "/(tabs)/item/[id]",
+            params: { id: item.itemId, sourceTab: "aura" },
+          });
+        }}
+      />
     </View>
   );
 });
 
 const styles = StyleSheet.create({
   card: {
+    gap: 10,
+    paddingHorizontal: 14,
+    paddingTop: 14,
+    paddingBottom: 12,
+    borderRadius: 28,
+    backgroundColor: "#11131A",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.08)",
+  },
+  cardCompact: {
+    gap: 8,
+    paddingHorizontal: 12,
+    paddingTop: 12,
+    paddingBottom: 10,
+    borderRadius: 24,
+  },
+  cardSwipe: {
+    gap: 8,
+    paddingHorizontal: 12,
+    paddingTop: 12,
+    paddingBottom: 10,
+    borderRadius: 26,
+  },
+  cardStudio: {
     gap: 14,
+    paddingHorizontal: 12,
+    paddingTop: 16,
+    paddingBottom: 16,
+    borderRadius: 30,
+    backgroundColor: "rgba(25,27,38,0.94)",
+    borderColor: "rgba(124,92,255,0.25)",
   },
-  title: {
-    color: "#F7F8FA",
-    fontSize: 28,
-    lineHeight: 32,
+  boardOnlyCard: {
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: "transparent",
+  },
+  topRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
+  },
+  labelRow: {
+    flexDirection: "row",
+    flexWrap: "wrap",
+    gap: 8,
+  },
+  headerChip: {
+    minHeight: 34,
+    borderRadius: 999,
+    paddingHorizontal: 12,
+    paddingVertical: 8,
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 7,
+    backgroundColor: "rgba(255,255,255,0.05)",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.08)",
+  },
+  directionChip: {
+    backgroundColor: "rgba(124,92,255,0.12)",
+    borderColor: "rgba(124,92,255,0.25)",
+  },
+  directionDot: {
+    width: 8,
+    height: 8,
+    borderRadius: 999,
+    backgroundColor: "#7C5CFF",
+  },
+  directionChipText: {
+    color: "#A78BFA",
+    fontSize: 11.5,
+    lineHeight: 14,
     fontWeight: "800",
-    letterSpacing: -0.8,
+    letterSpacing: 0.85,
   },
-  subtitle: {
-    color: "rgba(235,240,248,0.78)",
-    fontSize: 16,
-    lineHeight: 24,
-    fontWeight: "500",
+  vibeChipText: {
+    color: "#E8EDF3",
+    fontSize: 12,
+    lineHeight: 15,
+    fontWeight: "600",
   },
   board: {
     alignSelf: "center",
     position: "relative",
     overflow: "hidden",
-    borderRadius: 24,
-    backgroundColor: "#ECECEE",
+    borderRadius: 16,
+    backgroundColor: "#F5F2ED",
+    borderWidth: 0,
   },
-  absolutePiece: {
+  boardCompact: {
+    borderRadius: 16,
+  },
+  boardSwipe: {
+    borderRadius: 16,
+  },
+  boardStudio: {
+    borderRadius: 16,
+  },
+  animatedPiece: {
     position: "absolute",
+    overflow: "visible",
+  },
+  absolutePiece: {
+    flex: 1,
+    width: "100%",
+    height: "100%",
     justifyContent: "center",
     alignItems: "center",
+    overflow: "visible",
+    backgroundColor: "transparent",
+    borderWidth: 0,
+    borderColor: "transparent",
+    elevation: 3,
+    shadowColor: "#000000",
+    shadowOffset: { width: 0, height: 3 },
+    shadowOpacity: 0.08,
+    shadowRadius: 8,
+    zIndex: 1,
   },
-  accessoryBand: {
-    position: "absolute",
-    flexDirection: "row",
-    alignItems: "flex-end",
-    justifyContent: "center",
-    gap: 18,
+  absolutePieceAndroid: {
+    elevation: 0,
   },
-  accessoryItem: {
-    justifyContent: "flex-end",
-    alignItems: "center",
+  photoShadow: {
+    position: "absolute",
+    left: "18%",
+    right: "18%",
+    bottom: "5%",
+    borderRadius: 999,
+    backgroundColor: "rgba(18, 26, 34, 0.08)",
+    transform: [{ scaleY: 0.72 }],
   },
-  accessoryStandard: {
-    width: "15%",
-    height: "100%",
+  photoShadowGarment: {
+    height: "5%",
   },
-  accessoryChain: {
-    width: "16%",
-    height: "86%",
-    marginBottom: 6,
+  photoShadowFootwear: {
+    left: "14%",
+    right: "14%",
+    bottom: "2%",
+    height: "9%",
+    transform: [{ scaleY: 0.6 }],
   },
-  accessoryBag: {
-    width: "18%",
-    height: "100%",
+  photoShadowAccessory: {
+    left: "24%",
+    right: "24%",
+    bottom: "8%",
+    height: "10%",
   },
   image: {
     width: "100%",
     height: "100%",
   },
+  beltImage: {
+    height: "460%",
+    width: "22%",
+  },
+  copyBlock: {
+    gap: 5,
+  },
+  copyBlockSwipe: {
+    gap: 3,
+  },
+  copyBlockStudio: {
+    gap: 6,
+    paddingHorizontal: 2,
+  },
+  title: {
+    color: "#FAFBFC",
+    fontSize: 24,
+    lineHeight: 28,
+    fontWeight: "800",
+    letterSpacing: -0.8,
+  },
+  titleCompact: {
+    fontSize: 20,
+    lineHeight: 24,
+    letterSpacing: -0.6,
+  },
+  titleSwipe: {
+    fontSize: 18,
+    lineHeight: 22,
+    letterSpacing: -0.45,
+  },
+  subtitle: {
+    color: "rgba(223, 231, 241, 0.78)",
+    fontSize: 13.5,
+    lineHeight: 19,
+    fontWeight: "500",
+  },
+  subtitleCompact: {
+    color: "rgba(223, 231, 241, 0.7)",
+    fontSize: 12.5,
+    lineHeight: 17,
+  },
+  subtitleSwipe: {
+    color: "rgba(223, 231, 241, 0.66)",
+    fontSize: 11.5,
+    lineHeight: 16,
+  },
   metaBlock: {
-    gap: 8,
+    gap: 7,
   },
   metaLabel: {
-    color: "#7CC4FF",
-    fontSize: 12,
+    color: "#7C5CFF",
+    fontSize: 10.5,
     fontWeight: "800",
-    letterSpacing: 2.1,
+    letterSpacing: 1.5,
   },
-  metaText: {
-    color: "#EAF0F6",
-    fontSize: 16,
-    lineHeight: 28,
-    fontWeight: "500",
+  closetChips: {
+    flexDirection: "row",
+    flexWrap: "wrap",
+    gap: 8,
+  },
+  closetChip: {
+    maxWidth: "100%",
+    borderRadius: 999,
+    paddingHorizontal: 12,
+    paddingVertical: 8,
+    backgroundColor: "rgba(245, 247, 251, 0.08)",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.08)",
+  },
+  moreChip: {
+    backgroundColor: "rgba(124,92,255,0.12)",
+    borderColor: "rgba(124,92,255,0.25)",
+  },
+  closetChipText: {
+    color: "#E7EDF4",
+    fontSize: 12.5,
+    lineHeight: 16,
+    fontWeight: "600",
   },
   actions: {
     flexDirection: "row",
-    gap: 14,
+    gap: 12,
+    paddingTop: 2,
   },
   actionButton: {
     flex: 1,
-    minHeight: 58,
-    borderRadius: 20,
+    minHeight: 50,
+    borderRadius: 18,
     alignItems: "center",
     justifyContent: "center",
-    paddingHorizontal: 16,
+    borderWidth: 1,
   },
   primaryButton: {
-    backgroundColor: "rgba(83, 174, 255, 0.14)",
-    borderWidth: 1,
-    borderColor: "rgba(124, 196, 255, 0.18)",
+    backgroundColor: "#EDE9E3",
+    borderColor: "#EDE9E3",
   },
   secondaryButton: {
-    backgroundColor: "rgba(12, 18, 30, 0.72)",
-    borderWidth: 1,
+    backgroundColor: "rgba(255,255,255,0.03)",
     borderColor: "rgba(255,255,255,0.08)",
   },
   primaryButtonText: {
-    color: "#F6FAFF",
-    fontSize: 16,
-    fontWeight: "700",
+    color: "#F5F8FB",
+    fontSize: 15,
+    fontWeight: "800",
   },
   secondaryButtonText: {
-    color: "#F6FAFF",
-    fontSize: 16,
+    color: "#E7EDF5",
+    fontSize: 15,
+    fontWeight: "800",
+  },
+  tertiaryActions: {
+    alignItems: "flex-start",
+    flexDirection: "row",
+    flexWrap: "wrap",
+    gap: 10,
+  },
+  tertiaryAction: {
+    paddingHorizontal: 12,
+    paddingVertical: 8,
+    borderRadius: 999,
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.1)",
+    backgroundColor: "rgba(255,255,255,0.04)",
+  },
+  tertiaryActionText: {
+    color: "rgba(235,240,248,0.86)",
+    fontSize: 12,
+    lineHeight: 16,
     fontWeight: "700",
   },
 });
diff --git a/src/components/aura/AuraPressable.tsx b/src/components/aura/AuraPressable.tsx
new file mode 100644
index 0000000..059ddbd
--- /dev/null
+++ b/src/components/aura/AuraPressable.tsx
@@ -0,0 +1,143 @@
+import React from "react";
+import {
+  Pressable,
+  type PressableProps,
+  type PressableStateCallbackType,
+  type StyleProp,
+  type ViewStyle,
+} from "react-native";
+import Animated, {
+  interpolate,
+  useAnimatedStyle,
+  useSharedValue,
+  withTiming,
+} from "react-native-reanimated";
+
+import { useReduceMotion } from "@/hooks/useReduceMotion";
+import { runHaptic, type AuraHapticType } from "@/src/lib/haptics";
+
+type HapticTrigger = "pressIn" | "press" | "longPress";
+
+type AuraPressableProps = Omit<PressableProps, "children" | "style"> & {
+  children?: React.ReactNode | ((state: PressableStateCallbackType) => React.ReactNode);
+  style?:
+    | StyleProp<ViewStyle>
+    | ((state: PressableStateCallbackType) => StyleProp<ViewStyle>);
+  containerStyle?: StyleProp<ViewStyle>;
+  pressedScale?: number;
+  pressedOpacity?: number;
+  haptic?: AuraHapticType;
+  hapticTrigger?: HapticTrigger;
+};
+
+function resolveStyle(
+  style:
+    | StyleProp<ViewStyle>
+    | ((state: PressableStateCallbackType) => StyleProp<ViewStyle>)
+    | undefined,
+  state: PressableStateCallbackType,
+) {
+  return typeof style === "function" ? style(state) : style;
+}
+
+export default function AuraPressable({
+  children,
+  style,
+  containerStyle,
+  pressedScale = 0.97,
+  pressedOpacity,
+  haptic,
+  hapticTrigger = "pressIn",
+  disabled,
+  onPressIn,
+  onPressOut,
+  onPress,
+  onLongPress,
+  ...rest
+}: AuraPressableProps) {
+  const reduceMotion = useReduceMotion();
+  const pressedProgress = useSharedValue(0);
+  const [pressed, setPressed] = React.useState(false);
+  const hapticFiredRef = React.useRef(false);
+
+  const animatedStyle = useAnimatedStyle(() => {
+    const scale = reduceMotion
+      ? 1
+      : interpolate(pressedProgress.value, [0, 1], [1, pressedScale]);
+    const opacity =
+      pressedOpacity == null
+        ? 1
+        : interpolate(pressedProgress.value, [0, 1], [1, pressedOpacity]);
+    return {
+      transform: [{ scale }],
+      opacity,
+    };
+  }, [pressedOpacity, pressedScale, reduceMotion]);
+
+  const fireHaptic = React.useCallback(
+    (trigger: HapticTrigger) => {
+      if (!haptic || disabled || hapticTrigger !== trigger) return;
+      if (trigger === "pressIn" && hapticFiredRef.current) return;
+      hapticFiredRef.current = true;
+      void runHaptic(haptic);
+    },
+    [disabled, haptic, hapticTrigger],
+  );
+
+  const handlePressIn = React.useCallback(
+    (event: Parameters<NonNullable<PressableProps["onPressIn"]>>[0]) => {
+      setPressed(true);
+      pressedProgress.value = withTiming(1, { duration: reduceMotion ? 0 : 100 });
+      fireHaptic("pressIn");
+      onPressIn?.(event);
+    },
+    [fireHaptic, onPressIn, pressedProgress, reduceMotion],
+  );
+
+  const handlePressOut = React.useCallback(
+    (event: Parameters<NonNullable<PressableProps["onPressOut"]>>[0]) => {
+      setPressed(false);
+      pressedProgress.value = withTiming(0, { duration: reduceMotion ? 0 : 120 });
+      hapticFiredRef.current = false;
+      onPressOut?.(event);
+    },
+    [onPressOut, pressedProgress, reduceMotion],
+  );
+
+  const handlePress = React.useCallback(
+    (event: Parameters<NonNullable<PressableProps["onPress"]>>[0]) => {
+      fireHaptic("press");
+      onPress?.(event);
+    },
+    [fireHaptic, onPress],
+  );
+
+  const handleLongPress = React.useCallback(
+    (event: Parameters<NonNullable<PressableProps["onLongPress"]>>[0]) => {
+      fireHaptic("longPress");
+      onLongPress?.(event);
+    },
+    [fireHaptic, onLongPress],
+  );
+
+  const state = React.useMemo<PressableStateCallbackType>(
+    () => ({ pressed, hovered: false }),
+    [pressed],
+  );
+
+  return (
+    <Animated.View style={[containerStyle, animatedStyle]}>
+      <Pressable
+        {...rest}
+        disabled={disabled}
+        onPressIn={handlePressIn}
+        onPressOut={handlePressOut}
+        onPress={handlePress}
+        onLongPress={handleLongPress}
+        style={resolveStyle(style, state)}
+      >
+        {typeof children === "function" ? children(state) : children}
+      </Pressable>
+    </Animated.View>
+  );
+}
diff --git a/src/components/aura/AuraTrainingCard.tsx b/src/components/aura/AuraTrainingCard.tsx
new file mode 100644
index 0000000..de44c09
--- /dev/null
+++ b/src/components/aura/AuraTrainingCard.tsx
@@ -0,0 +1,161 @@
+import React from "react";
+import { Pressable, Text, View } from "react-native";
+
+import type { AppColors } from "@/constants/theme";
+import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
+
+export default function AuraTrainingCard({
+  colors,
+  variant = "home",
+  onPress,
+}: {
+  colors: AppColors;
+  variant?: "compact" | "home";
+  onPress: () => void;
+}) {
+  if (variant === "compact") {
+    return (
+      <AuraGlassCard
+        onPress={onPress}
+        intensity={20}
+        style={{ borderRadius: 18 }}
+        contentStyle={{
+          paddingHorizontal: 14,
+          paddingVertical: 11,
+          borderRadius: 18,
+        }}
+      >
+        <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+          <View style={{ flex: 1, gap: 2 }}>
+            <Text
+              style={{
+                color: colors.lightPurple,
+                fontSize: 12.5,
+                fontWeight: "800",
+                letterSpacing: -0.2,
+              }}
+            >
+              Train AURA faster
+            </Text>
+            <Text
+              style={{
+                color: colors.textSecondary,
+                fontSize: 12.5,
+                lineHeight: 17,
+                opacity: 0.85,
+              }}
+            >
+              Swipe outfit edits →
+            </Text>
+          </View>
+          <View
+            style={{
+              borderRadius: 999,
+              paddingHorizontal: 9,
+              paddingVertical: 5,
+              backgroundColor: colors.purpleSurface,
+              borderWidth: 1,
+              borderColor: colors.purpleBorder,
+            }}
+          >
+            <Text style={{ color: colors.lightPurple, fontSize: 10.5, fontWeight: "800" }}>
+              TRAIN
+            </Text>
+          </View>
+        </View>
+      </AuraGlassCard>
+    );
+  }
+
+  return (
+    <AuraGlassCard
+      onPress={onPress}
+      auraBorder
+      intensity={24}
+      style={{ borderRadius: 26 }}
+      contentStyle={{
+        paddingHorizontal: 18,
+        paddingVertical: 18,
+        gap: 14,
+        borderRadius: 26,
+      }}
+    >
+      <View style={{ gap: 5 }}>
+        <Text
+          style={{
+            color: colors.auraChampagne,
+            fontSize: 10.5,
+            fontWeight: "800",
+            letterSpacing: 1.5,
+          }}
+        >
+          AURA TRAINING
+        </Text>
+        <Text
+          style={{
+            color: colors.text,
+            fontSize: 22,
+            lineHeight: 27,
+            fontWeight: "900",
+            letterSpacing: -0.5,
+          }}
+        >
+          Train your style faster
+        </Text>
+        <Text
+          style={{
+            color: colors.textSecondary,
+            fontSize: 13.5,
+            lineHeight: 20,
+            opacity: 0.88,
+            maxWidth: "92%",
+          }}
+        >
+          Swipe through outfit edits so AURA learns what you actually like.
+        </Text>
+      </View>
+
+      <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center", gap: 12 }}>
+        <View
+          style={{
+            flexDirection: "row",
+            alignItems: "center",
+            gap: 8,
+            paddingHorizontal: 12,
+            paddingVertical: 8,
+            borderRadius: 999,
+            backgroundColor: "rgba(255,255,255,0.04)",
+            borderWidth: 1,
+            borderColor: "rgba(255,255,255,0.08)",
+          }}
+        >
+          <View
+            style={{
+              width: 8,
+              height: 8,
+              borderRadius: 999,
+              backgroundColor: colors.lightPurple,
+            }}
+          />
+          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>
+            Swipe training
+          </Text>
+        </View>
+
+        <Pressable
+          onPress={onPress}
+          style={({ pressed }) => ({
+            borderRadius: 999,
+            paddingHorizontal: 16,
+            paddingVertical: 10,
+            backgroundColor: pressed ? colors.purpleSurfaceStrong : colors.purpleSurface,
+            borderWidth: 1,
+            borderColor: colors.purpleBorder,
+          })}
+        >
+          <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>Open</Text>
+        </Pressable>
+      </View>
+    </AuraGlassCard>
+  );
+}
diff --git a/src/components/aura/ItemDetailSheet.tsx b/src/components/aura/ItemDetailSheet.tsx
new file mode 100644
index 0000000..4bc0aae
--- /dev/null
+++ b/src/components/aura/ItemDetailSheet.tsx
@@ -0,0 +1,326 @@
+import React, { useEffect, useRef, useState } from "react";
+import AppImage from "@/src/components/common/AppImage";
+import { Animated, Easing, Modal, Pressable, StyleSheet, Text, View } from "react-native";
+
+import { Colors } from "@/constants/theme";
+import type { BoardPiece } from "@/src/lib/auraLookLayouts";
+
+type Props = {
+  item: BoardPiece | null;
+  visible: boolean;
+  editable?: boolean;
+  onDismiss: () => void;
+  onViewInCloset?: (item: BoardPiece) => void;
+  onRemove?: (item: BoardPiece) => void;
+};
+
+function imageFor(item: BoardPiece) {
+  return item.image ?? item.cleanedImageUrl ?? item.imageUrl ?? null;
+}
+
+function formatDate(value?: number | null) {
+  if (!value) return "";
+  const date = new Date(value);
+  if (Number.isNaN(date.getTime())) return "";
+  return date.toLocaleDateString(undefined, { month: "short", day: "numeric", year: "numeric" });
+}
+
+function statusLabel(item: BoardPiece) {
+  return item.status ?? "AVAILABLE";
+}
+
+export function ItemDetailSheet({
+  item,
+  visible,
+  editable = false,
+  onDismiss,
+  onViewInCloset,
+  onRemove,
+}: Props) {
+  const [mounted, setMounted] = useState(visible);
+  const translateY = useRef(new Animated.Value(400)).current;
+  const image = item ? imageFor(item) : null;
+  const colorLabel = item?.colorLabel ?? item?.colors?.[0] ?? item?.primaryColor ?? "";
+  const lastWorn = formatDate(item?.lastWornDate);
+
+  useEffect(() => {
+    if (visible) {
+      setMounted(true);
+      translateY.setValue(400);
+      Animated.timing(translateY, {
+        toValue: 0,
+        duration: 280,
+        easing: Easing.out(Easing.cubic),
+        useNativeDriver: true,
+      }).start();
+    }
+  }, [translateY, visible]);
+
+  function closeWithAnimation() {
+    Animated.timing(translateY, {
+      toValue: 400,
+      duration: 200,
+      easing: Easing.in(Easing.cubic),
+      useNativeDriver: true,
+    }).start(({ finished }) => {
+      if (finished) {
+        setMounted(false);
+        onDismiss();
+      }
+    });
+  }
+
+  return (
+    <Modal visible={mounted} transparent animationType="none" onRequestClose={closeWithAnimation}>
+      <View style={styles.root}>
+        <Pressable style={StyleSheet.absoluteFill} onPress={closeWithAnimation} />
+        <Animated.View style={[styles.sheet, { transform: [{ translateY }] }]}>
+          <View style={styles.handle} />
+          {item ? (
+            <>
+              <View style={styles.header}>
+                <View style={styles.imageFrame}>
+                  {image ? (
+                    <AppImage
+                      source={{
+                        uri: image,
+                      }}
+                      resizeMode="contain"
+                      style={styles.image}
+                    />
+                  ) : (
+                    <Text style={styles.imageFallbackText}>{item.itemName.slice(0, 1).toUpperCase()}</Text>
+                  )}
+                </View>
+                <View style={styles.headerCopy}>
+                  <Text style={styles.name}>{item.itemName}</Text>
+                  {!!item.brand && <Text style={styles.brand}>{item.brand}</Text>}
+                  <View style={styles.statusBadge}>
+                    <Text style={styles.statusText}>{statusLabel(item)}</Text>
+                  </View>
+                </View>
+              </View>
+
+              <View style={styles.detailGrid}>
+                {!!colorLabel && (
+                  <View style={styles.detailCell}>
+                    <View style={[styles.colorChip, item.primaryColor ? { backgroundColor: item.primaryColor } : null]} />
+                    <Text numberOfLines={1} style={styles.detailText}>{colorLabel}</Text>
+                  </View>
+                )}
+                <View style={styles.detailCell}>
+                  <Text numberOfLines={1} style={styles.detailText}>
+                    {[item.category, item.subCategory].filter(Boolean).join(" / ") || "Wardrobe"}
+                  </Text>
+                </View>
+                {!!item.size && (
+                  <View style={styles.detailCell}>
+                    <Text numberOfLines={1} style={styles.detailText}>Size {item.size}</Text>
+                  </View>
+                )}
+                {!!lastWorn && (
+                  <View style={styles.detailCell}>
+                    <Text numberOfLines={1} style={styles.detailText}>Last worn {lastWorn}</Text>
+                  </View>
+                )}
+              </View>
+
+              {!!item.stylingNote && (
+                <View style={styles.auraNote}>
+                  <Text style={styles.auraEyebrow}>AURA NOTE</Text>
+                  <Text style={styles.auraText}>AURA chose this because {item.stylingNote}</Text>
+                </View>
+              )}
+
+              <View style={styles.actions}>
+                {!!item.itemId && (
+                  <Pressable
+                    style={[styles.actionButton, styles.primaryAction]}
+                    onPress={() => {
+                      closeWithAnimation();
+                      onViewInCloset?.(item);
+                    }}
+                  >
+                    <Text style={styles.primaryActionText}>View in closet</Text>
+                  </Pressable>
+                )}
+                {editable && onRemove ? (
+                  <Pressable
+                    style={[styles.actionButton, styles.secondaryAction]}
+                    onPress={() => {
+                      closeWithAnimation();
+                      onRemove(item);
+                    }}
+                  >
+                    <Text style={styles.secondaryActionText}>Remove from outfit</Text>
+                  </Pressable>
+                ) : null}
+              </View>
+            </>
+          ) : null}
+        </Animated.View>
+      </View>
+    </Modal>
+  );
+}
+
+const colors = Colors.dark;
+
+const styles = StyleSheet.create({
+  root: {
+    backgroundColor: "rgba(0,0,0,0.54)",
+    flex: 1,
+    justifyContent: "flex-end",
+  },
+  sheet: {
+    backgroundColor: colors.surface1,
+    borderTopLeftRadius: 20,
+    borderTopRightRadius: 20,
+    paddingBottom: 28,
+    paddingHorizontal: 20,
+    paddingTop: 10,
+  },
+  handle: {
+    alignSelf: "center",
+    backgroundColor: "rgba(255,255,255,0.2)",
+    borderRadius: 2,
+    height: 4,
+    marginBottom: 16,
+    width: 36,
+  },
+  header: {
+    flexDirection: "row",
+    gap: 16,
+  },
+  imageFrame: {
+    alignItems: "center",
+    backgroundColor: colors.surface2,
+    borderRadius: 18,
+    height: 120,
+    justifyContent: "center",
+    width: 120,
+  },
+  image: {
+    height: "100%",
+    width: "100%",
+  },
+  imageFallbackText: {
+    color: colors.textSecondary,
+    fontSize: 32,
+    fontWeight: "800",
+  },
+  headerCopy: {
+    flex: 1,
+    gap: 7,
+    justifyContent: "center",
+  },
+  name: {
+    color: colors.text,
+    fontSize: 20,
+    fontWeight: "800",
+    lineHeight: 24,
+  },
+  brand: {
+    color: colors.textSecondary,
+    fontSize: 14,
+    fontWeight: "700",
+  },
+  statusBadge: {
+    alignSelf: "flex-start",
+    backgroundColor: "rgba(192,132,252,0.16)",
+    borderColor: "rgba(192,132,252,0.42)",
+    borderRadius: 999,
+    borderWidth: 1,
+    paddingHorizontal: 10,
+    paddingVertical: 5,
+  },
+  statusText: {
+    color: colors.iridescentStart,
+    fontSize: 10.5,
+    fontWeight: "900",
+    letterSpacing: 0.8,
+  },
+  detailGrid: {
+    flexDirection: "row",
+    flexWrap: "wrap",
+    gap: 8,
+    marginTop: 18,
+  },
+  detailCell: {
+    alignItems: "center",
+    backgroundColor: colors.surface2,
+    borderRadius: 999,
+    flexDirection: "row",
+    gap: 7,
+    minHeight: 34,
+    paddingHorizontal: 10,
+  },
+  detailText: {
+    color: colors.text,
+    fontSize: 12,
+    fontWeight: "700",
+  },
+  colorChip: {
+    backgroundColor: colors.iridescentStart,
+    borderColor: "rgba(255,255,255,0.22)",
+    borderRadius: 7,
+    borderWidth: 1,
+    height: 14,
+    width: 14,
+  },
+  auraNote: {
+    backgroundColor: "rgba(192,132,252,0.10)",
+    borderColor: "rgba(192,132,252,0.22)",
+    borderRadius: 16,
+    borderWidth: 1,
+    gap: 5,
+    marginTop: 18,
+    padding: 14,
+  },
+  auraEyebrow: {
+    color: colors.iridescentStart,
+    fontSize: 10,
+    fontWeight: "900",
+    letterSpacing: 1.3,
+  },
+  auraText: {
+    color: colors.text,
+    fontSize: 13.5,
+    fontWeight: "600",
+    lineHeight: 19,
+  },
+  actions: {
+    flexDirection: "row",
+    gap: 10,
+    marginTop: 20,
+  },
+  actionButton: {
+    alignItems: "center",
+    borderRadius: 16,
+    flex: 1,
+    minHeight: 50,
+    justifyContent: "center",
+  },
+  primaryAction: {
+    backgroundColor: "rgba(192,132,252,0.24)",
+    borderColor: "rgba(192,132,252,0.34)",
+    borderWidth: 1,
+  },
+  secondaryAction: {
+    backgroundColor: colors.surface2,
+    borderColor: colors.borderSoft,
+    borderWidth: 1,
+  },
+  primaryActionText: {
+    color: colors.text,
+    fontSize: 14,
+    fontWeight: "800",
+  },
+  secondaryActionText: {
+    color: colors.textSecondary,
+    fontSize: 14,
+    fontWeight: "800",
+  },
+});
+
+export default ItemDetailSheet;
diff --git a/src/components/brand/AuraRing.tsx b/src/components/brand/AuraRing.tsx
new file mode 100644
index 0000000..a0a3e0a
--- /dev/null
+++ b/src/components/brand/AuraRing.tsx
@@ -0,0 +1,70 @@
+import {
+  Canvas,
+  Circle,
+  Group,
+  Paint,
+  SweepGradient,
+  vec,
+} from "@shopify/react-native-skia";
+import { useEffect } from "react";
+import {
+  Easing,
+  useDerivedValue,
+  useSharedValue,
+  withRepeat,
+  withTiming,
+} from "react-native-reanimated";
+
+export const RING_SIZE_SM = 40;
+export const RING_SIZE_MD = 80;
+export const RING_SIZE_LG = 160;
+export const RING_SIZE_XL = 240;
+
+type AuraRingProps = {
+  size: number;
+  strokeWidth?: number;
+  animated?: boolean;
+  duration?: number;
+  opacity?: number;
+};
+
+const RING_COLORS = ["#F4A460", "#C084FC", "#818CF8", "#C084FC", "#F4A460"];
+
+export default function AuraRing({
+  size,
+  strokeWidth = 2,
+  animated = true,
+  duration = 3000,
+  opacity = 1,
+}: AuraRingProps) {
+  const rotation = useSharedValue(0);
+
+  useEffect(() => {
+    if (!animated) {
+      rotation.value = 0;
+      return;
+    }
+    rotation.value = withRepeat(
+      withTiming(Math.PI * 2, { duration, easing: Easing.linear }),
+      -1,
+      false,
+    );
+  }, [animated, duration, rotation]);
+
+  const transform = useDerivedValue(() => [{ rotate: rotation.value }]);
+
+  const center = size / 2;
+  const radius = center - strokeWidth;
+
+  return (
+    <Canvas style={{ width: size, height: size, opacity }}>
+      <Group origin={vec(center, center)} transform={transform}>
+        <Circle cx={center} cy={center} r={radius}>
+          <Paint style="stroke" strokeWidth={strokeWidth} strokeCap="round">
+            <SweepGradient c={vec(center, center)} colors={RING_COLORS} />
+          </Paint>
+        </Circle>
+      </Group>
+    </Canvas>
+  );
+}
diff --git a/src/components/brand/AuraRing.web.tsx b/src/components/brand/AuraRing.web.tsx
new file mode 100644
index 0000000..98e9911
--- /dev/null
+++ b/src/components/brand/AuraRing.web.tsx
@@ -0,0 +1,62 @@
+import { useEffect } from "react";
+import type { CSSProperties } from "react";
+
+export const RING_SIZE_SM = 40;
+export const RING_SIZE_MD = 80;
+export const RING_SIZE_LG = 160;
+export const RING_SIZE_XL = 240;
+
+type AuraRingProps = {
+  size: number;
+  strokeWidth?: number;
+  animated?: boolean;
+  duration?: number;
+  opacity?: number;
+};
+
+const RING_COLORS = ["#F4A460", "#C084FC", "#818CF8", "#C084FC", "#F4A460"];
+const KEYFRAMES_ID = "aura-ring-keyframes";
+
+function ensureKeyframes() {
+  if (typeof document === "undefined" || document.getElementById(KEYFRAMES_ID)) {
+    return;
+  }
+
+  const style = document.createElement("style");
+  style.id = KEYFRAMES_ID;
+  style.textContent = `
+    @keyframes aura-ring-spin {
+      from { transform: rotate(0deg); }
+      to { transform: rotate(360deg); }
+    }
+  `;
+  document.head.appendChild(style);
+}
+
+export default function AuraRing({
+  size,
+  strokeWidth = 2,
+  animated = true,
+  duration = 3000,
+  opacity = 1,
+}: AuraRingProps) {
+  useEffect(() => {
+    if (animated) {
+      ensureKeyframes();
+    }
+  }, [animated]);
+
+  const ringMask = `radial-gradient(farthest-side, transparent calc(100% - ${strokeWidth}px), #000 calc(100% - ${strokeWidth}px))`;
+  const style: CSSProperties = {
+    animation: animated ? `aura-ring-spin ${duration}ms linear infinite` : undefined,
+    background: `conic-gradient(${RING_COLORS.join(", ")})`,
+    borderRadius: "50%",
+    height: size,
+    mask: ringMask,
+    opacity,
+    WebkitMask: ringMask,
+    width: size,
+  };
+
+  return <div aria-hidden style={style} />;
+}
diff --git a/src/components/common/AppImage.tsx b/src/components/common/AppImage.tsx
new file mode 100644
index 0000000..6930261
--- /dev/null
+++ b/src/components/common/AppImage.tsx
@@ -0,0 +1,29 @@
+import FastImage, { type FastImageProps, type ResizeMode } from "@d11/react-native-fast-image";
+import React from "react";
+import type { ImageProps } from "react-native";
+
+type ReactNativeImageResizeMode = NonNullable<ImageProps["resizeMode"]>;
+
+export type AppImageResizeMode = ResizeMode | ReactNativeImageResizeMode;
+
+type AppImageProps = Omit<FastImageProps, "resizeMode"> & {
+  resizeMode?: AppImageResizeMode;
+};
+
+function toFastImageResizeMode(resizeMode?: AppImageResizeMode): ResizeMode | undefined {
+  switch (resizeMode) {
+    case "contain":
+    case "cover":
+    case "stretch":
+    case "center":
+      return resizeMode;
+    case "repeat":
+      return "cover";
+    default:
+      return resizeMode as ResizeMode | undefined;
+  }
+}
+
+export default function AppImage({ resizeMode, ...props }: AppImageProps) {
+  return <FastImage {...props} resizeMode={toFastImageResizeMode(resizeMode)} />;
+}
diff --git a/src/components/common/AppImage.web.tsx b/src/components/common/AppImage.web.tsx
new file mode 100644
index 0000000..15e399c
--- /dev/null
+++ b/src/components/common/AppImage.web.tsx
@@ -0,0 +1,46 @@
+import React from "react";
+import { Image, type ImageProps, type ImageSourcePropType } from "react-native";
+
+type ReactNativeImageResizeMode = NonNullable<ImageProps["resizeMode"]>;
+
+export type AppImageResizeMode = ReactNativeImageResizeMode | "contain" | "cover" | "stretch" | "center";
+
+type FastImageLikeSource =
+  | ImageSourcePropType
+  | {
+      uri?: string;
+      headers?: Record<string, string>;
+      priority?: "low" | "normal" | "high";
+      cache?: "immutable" | "web" | "cacheOnly";
+    };
+
+type AppImageProps = Omit<ImageProps, "source" | "resizeMode"> & {
+  source?: FastImageLikeSource;
+  resizeMode?: AppImageResizeMode;
+};
+
+function toImageResizeMode(resizeMode?: AppImageResizeMode): ReactNativeImageResizeMode | undefined {
+  switch (resizeMode) {
+    case "contain":
+    case "cover":
+    case "stretch":
+    case "repeat":
+    case "center":
+      return resizeMode;
+    default:
+      return undefined;
+  }
+}
+
+function toImageSource(source?: FastImageLikeSource): ImageSourcePropType | undefined {
+  if (!source || typeof source === "number" || Array.isArray(source)) {
+    return source;
+  }
+
+  const { uri, headers } = source;
+  return uri ? { uri, headers } : undefined;
+}
+
+export default function AppImage({ resizeMode, source, ...props }: AppImageProps) {
+  return <Image {...props} source={toImageSource(source)} resizeMode={toImageResizeMode(resizeMode)} />;
+}
diff --git a/src/hooks/useResponsiveLayout.ts b/src/hooks/useResponsiveLayout.ts
index 6433910..14257b4 100644
--- a/src/hooks/useResponsiveLayout.ts
+++ b/src/hooks/useResponsiveLayout.ts
@@ -35,7 +35,7 @@ export function useResponsiveLayout() {
     const bottomDockPadding = Math.max(
       insets.bottom + SCREEN_BOTTOM_PADDING,
       screenBottomContentPadding(insets.bottom),
-      112
+      128
     );
     const composerOffset = composerBottomOffset(insets.bottom);
     const composerHeight = screenSize === "compact" ? 118 : 126;

From 28e6c8c1fef330e8511c98d41ae74673be5199c4 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:48:59 -0500
Subject: [PATCH 19/93] feat(home): redesign home experience with AURA styling

---
 app/(tabs)/index.tsx                          | 423 +++++++++++-------
 .../closet/MinimumClosetProgressCard.tsx      | 274 ++++++++++++
 src/components/home/AuraLookModule.tsx        |   8 +-
 src/components/home/ContinueChatCard.tsx      |  10 +-
 src/components/home/ContinueSection.tsx       |  89 +++-
 src/components/home/HomeHero.tsx              | 125 +++---
 src/components/home/InsightCard.tsx           |  23 +-
 src/components/home/QuickActionRail.tsx       |  80 ++--
 src/components/home/SmartToolsGrid.tsx        |  10 +-
 src/components/home/TodayOutfitCard.tsx       |   8 +-
 src/lib/minimumCloset.ts                      | 243 ++++++++++
 11 files changed, 987 insertions(+), 306 deletions(-)
 create mode 100644 src/components/closet/MinimumClosetProgressCard.tsx
 create mode 100644 src/lib/minimumCloset.ts

diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index 13295a2..08edb48 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -12,12 +12,14 @@ import {
 
 import ContinueSection from "@/src/components/home/ContinueSection";
 import ContinueChatCard from "@/src/components/home/ContinueChatCard";
+import MinimumClosetProgressCard from "@/src/components/closet/MinimumClosetProgressCard";
 import AuraLookModule from "@/src/components/home/AuraLookModule";
 import HomeHero from "@/src/components/home/HomeHero";
 import InsightCard from "@/src/components/home/InsightCard";
 import QuickActionRail, { type QuickActionItem } from "@/src/components/home/QuickActionRail";
 import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartToolsGrid";
-import TodayOutfitCard from "@/src/components/home/TodayOutfitCard";
+import { HOME_DEFERRED_FEATURES } from "@/src/components/home/homeDeferredFeatures";
+import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useLocalWeather } from "@/src/hooks/useLocalWeather";
@@ -25,9 +27,12 @@ import { useNow } from "@/src/hooks/useNow";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { buildVisiblePreferenceHint, loadAssistantProfile } from "@/src/lib/assistantMemory";
 import { loadChatMessages, loadLatestChatThread, type AIChatThread } from "@/src/lib/aiChats";
+import { logAuraLookStyleEvent } from "@/src/lib/auraMemory";
 import { auraLookToPlannedOutfit, loadLatestSavedAuraLook, saveAuraLook } from "@/src/lib/auraLooks";
-import { listenToItems } from "@/src/lib/items";
+import { listenToItems, normalizeLaundryStatus } from "@/src/lib/items";
+import { getMinimumClosetProgress, getSuggestedAddItemCategory } from "@/src/lib/minimumCloset";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
+import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLookAction, AuraResponse } from "@/src/types/aura";
@@ -78,6 +83,19 @@ function RevealSection({
   );
 }
 
+function buildAuraLookFeedbackPrompt(action: AuraLookAction, promptBase: string) {
+  if (action === "notMyVibe") {
+    return `Take this in a different direction from ${promptBase}. Keep it polished, but shift the palette, silhouette, or overall attitude so it feels more like me.`;
+  }
+  if (action === "showMoreLikeThis") {
+    return `Show me 3 more looks in the same lane as ${promptBase}, but vary the styling so they do not feel repetitive.`;
+  }
+  if (action === "lessLikeThis") {
+    return `Pull away from ${promptBase}. Keep the same level of polish, but give me a noticeably different palette, silhouette, or vibe.`;
+  }
+  return "";
+}
+
 export default function HomeScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -209,11 +227,15 @@ export default function HomeScreen() {
   }, [timeLabel, weather.city, weather.label, weather.permission, weather.state, weather.tempC]);
 
   const availableCount = useMemo(
-    () => items.filter((item) => item.status === "AVAILABLE").length,
+    () => items.filter((item) => normalizeLaundryStatus(item) === "clean").length,
     [items]
   );
   const laundryCount = useMemo(
-    () => items.filter((item) => item.status === "IN_LAUNDRY").length,
+    () => items.filter((item) => normalizeLaundryStatus(item) === "in_laundry").length,
+    [items]
+  );
+  const needsWashCount = useMemo(
+    () => items.filter((item) => normalizeLaundryStatus(item) === "needs_wash").length,
     [items]
   );
   const unwornCount = useMemo(
@@ -246,7 +268,62 @@ export default function HomeScreen() {
     [items]
   );
 
+  const heroStylistNote = useMemo(() => {
+    if (todayRecord?.plannedOutfit || todayRecord?.wornOutfit) {
+      return "Your quickest win is already on deck.";
+    }
+    if (unwornCount > 0) {
+      return "Ready to pull ignored pieces back in.";
+    }
+    if (laundryCount > 0) {
+      return "Built around what is already wearable now.";
+    }
+    if (weather.permission === "granted" && weather.state === "ready") {
+      if (weather.tempC != null && weather.tempC < 12) return "Cleaner layers will carry this best.";
+      if (weather.tempC != null && weather.tempC > 24) return "Keep it light without flattening the look.";
+    }
+    if (styleProfile.recommendationEmphasis.includes("smart_casual")) {
+      return "This stays in your lane without feeling too safe.";
+    }
+    return "A strong look can start from what you already own.";
+  }, [
+    laundryCount,
+    styleProfile.recommendationEmphasis,
+    todayRecord?.plannedOutfit,
+    todayRecord?.wornOutfit,
+    unwornCount,
+    weather.permission,
+    weather.state,
+    weather.tempC,
+  ]);
+
+  const heroGuidancePhrases = useMemo(() => {
+    const phrases: string[] = [];
+    if (availableCount > 0) phrases.push("Start with what is ready");
+    if (unwornCount > 0) phrases.push("Pull one ignored piece back in");
+    if (weather.permission === "granted" && weather.state === "ready") {
+      if (weather.tempC != null && weather.tempC < 12) {
+        phrases.push("Layer it clean");
+      } else if (weather.tempC != null && weather.tempC > 24) {
+        phrases.push("Keep it lighter");
+      } else {
+        phrases.push("Keep the balance sharp");
+      }
+    }
+    if (!phrases.length) phrases.push("Start with what is ready");
+    return phrases.slice(0, 3);
+  }, [availableCount, unwornCount, weather.permission, weather.state, weather.tempC]);
+
   const hasMinimalWardrobe = availableCount < 4;
+  const minimumClosetProgress = useMemo(() => getMinimumClosetProgress(items), [items]);
+  const showMinimumClosetCard = !minimumClosetProgress.isUnlocked;
+  const openAddMissingItem = React.useCallback(() => {
+    const suggestedCategory = getSuggestedAddItemCategory(items);
+    router.push({
+      pathname: "/(tabs)/add",
+      params: suggestedCategory ? { suggestedCategory } : {},
+    });
+  }, [items]);
   const latestLook = latestAuraLookResponse?.look ?? latestSavedLook?.look ?? null;
   const proactiveLookMeta = useMemo(() => {
     const leansDressy = styleProfile.recommendationEmphasis.some((value) =>
@@ -404,6 +481,26 @@ export default function HomeScreen() {
         label: "Build confidence",
         prompt: "Give me an easy, confidence-boosting outfit from my wardrobe.",
       },
+      daily: {
+        key: "daily",
+        label: "Today's outfit",
+        prompt: "Build my outfit for today from what I already own.",
+      },
+      options: {
+        key: "options",
+        label: "3 directions",
+        prompt: "Show me three outfit directions: one safe, one balanced, and one bold.",
+      },
+      fix: {
+        key: "fix",
+        label: "Fix this outfit",
+        prompt: "Fix this outfit. Give me a sharper version, a more wearable version, and a closet-first version.",
+      },
+      missing: {
+        key: "missing",
+        label: "What am I missing?",
+        prompt: "What am I missing from my wardrobe based on what I own and the way I like to dress?",
+      },
       accessories: {
         key: "accessories",
         label: "Push accessories",
@@ -459,17 +556,21 @@ export default function HomeScreen() {
 
     const orderedKeys = Array.from(
       new Set([
+        "today",
+        "options",
+        "fix",
+        "missing",
+        "unworn",
         ...styleProfile.starterPromptPresets,
         ...goalOrder,
         ...aestheticOrder,
-        "today",
+        "daily",
         "weather",
         "closet",
         "elevate",
         styleProfile.emphasizedAccessories.length ? "accessories" : "",
         "packing",
         "shopping",
-        "unworn",
       ].filter(Boolean))
     ).slice(0, 5);
 
@@ -505,45 +606,47 @@ export default function HomeScreen() {
     });
   }, []);
 
-  const openSoonTool = React.useCallback((title: string, prompt: string) => {
-    Alert.alert(
-      `${title} is coming soon`,
-      "We haven’t built the dedicated tool yet, but the stylist can still help right now.",
-      [
-        { text: "Not now", style: "cancel" },
-        {
-          text: "Ask Stylist",
-          onPress: () => openAIWithPrompt(prompt),
-        },
-      ]
-    );
-  }, [openAIWithPrompt]);
-
-  async function handleAuraLookAction(action: AuraLookAction) {
-    const look = latestLook;
+  async function handleAuraLookAction(action: AuraLookAction, selectedLook?: import("@/src/types/aura").AuraLook) {
+    const look = selectedLook ?? latestLook;
     if (!look || !uid) return;
     const promptBase = look.lookTitle;
     if (action === "saveLook") {
       try {
         const saved = await saveAuraLook(uid, look, { title: promptBase });
         setLatestSavedLook(saved);
-        Alert.alert("Saved", "Look saved to your profile.");
+        Toast.saved();
       } catch (error: any) {
-        Alert.alert("Save failed", error?.message ?? "Unable to save this look.");
+        Toast.error("Save failed", error?.message ?? "Unable to save this look.");
       }
       return;
     }
     if (action === "planForToday") {
       try {
         await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
-        Alert.alert("Planned", "This look is now attached to today.");
+        Toast.success("Planned", "This look is now attached to today.");
       } catch (error: any) {
-        Alert.alert("Plan failed", error?.message ?? "Unable to plan this look for today.");
+        Toast.error("Plan failed", error?.message ?? "Unable to plan this look for today.");
       }
       return;
     }
+    if (action === "likeLook") {
+      await logAuraLookStyleEvent(uid, "outfit_liked", look, { source: "aura" });
+      Alert.alert("Noted", "AURA will keep more of this energy in rotation.");
+      return;
+    }
+    if (action === "notMyVibe") {
+      await logAuraLookStyleEvent(uid, "outfit_disliked", look, { source: "aura" });
+      openAIWithPrompt(buildAuraLookFeedbackPrompt(action, promptBase));
+      return;
+    }
     if (action === "showMoreLikeThis") {
-      openAIWithPrompt(`Show me 3 more looks like ${promptBase}.`);
+      void logAuraLookStyleEvent(uid, "more_like_this", look, { source: "aura" });
+      openAIWithPrompt(buildAuraLookFeedbackPrompt(action, promptBase));
+      return;
+    }
+    if (action === "lessLikeThis") {
+      await logAuraLookStyleEvent(uid, "less_like_this", look, { source: "aura" });
+      openAIWithPrompt(buildAuraLookFeedbackPrompt(action, promptBase));
       return;
     }
     if (action === "shopMissingPieces") {
@@ -558,7 +661,10 @@ export default function HomeScreen() {
               { text: "Close", style: "cancel" },
               {
                 text: "Create shopping brief",
-                onPress: () => openAIWithPrompt(`Turn ${promptBase} into a concise shopping brief for the missing pieces.`),
+                onPress: () =>
+                  openAIWithPrompt(
+                    `Turn ${promptBase} into a concise shopping brief. Tell me what is actually missing from my wardrobe, what matters most to buy first, and what can wait.`
+                  ),
               },
             ]
           : [{ text: "Close", style: "cancel" }]
@@ -566,68 +672,44 @@ export default function HomeScreen() {
       return;
     }
     if (action === "useOnlyMyCloset") {
-      openAIWithPrompt(`Rebuild ${promptBase} using only my closet.`);
+      openAIWithPrompt(`Fix ${promptBase} using only my closet. Keep the same overall intent, but make it feel more resolved with pieces I already own.`);
       return;
     }
     if (action === "makeItDressier") {
-      openAIWithPrompt(`Make ${promptBase} dressier.`);
+      openAIWithPrompt(`Fix ${promptBase} and make it dressier. Keep it polished, tasteful, and still like me.`);
     }
   }
 
   const smartTools = useMemo<SmartTool[]>(
     () => [
+      {
+        key: "studio",
+        title: "Studio",
+        subtitle: "Build an outfit by hand from your closet",
+        icon: "view-dashboard-edit-outline",
+        onPress: () => router.push("/studio"),
+      },
       {
         key: "laundry",
         title: "Laundry",
-        subtitle: laundryCount > 0 ? `${laundryCount} items need attention` : "Check care flow and refresh pieces",
+        subtitle: `${availableCount} clean · ${laundryCount} in laundry`,
         icon: "washing-machine",
-        badge: laundryCount > 0 ? String(laundryCount) : undefined,
-        onPress: () => router.push("/(tabs)/laundry"),
-      },
-      {
-        key: "shopping",
-        title: "Shopping",
-        subtitle: "Turn wardrobe gaps into a cleaner wish list",
-        icon: "shopping-outline",
-        badge: "Soon",
-        onPress: () =>
-          openSoonTool(
-            "Shopping",
-            "Review my wardrobe and suggest a short shopping list of meaningful gaps."
-          ),
-      },
-      {
-        key: "favorites",
-        title: "Favorites",
-        subtitle: "Surface the pieces worth building around",
-        icon: "heart-outline",
-        badge: "Soon",
-        onPress: () =>
-          openSoonTool(
-            "Favorites",
-            "Show me the standout pieces in my wardrobe and what to build around them."
-          ),
+        badge: laundryCount + needsWashCount > 0 ? String(laundryCount + needsWashCount) : undefined,
+        onPress: () => router.push("/laundry"),
       },
       {
         key: "insights",
         title: "Insights",
-        subtitle: "See what you wear most, least, and should rotate next",
+        subtitle: "Read the closet before you make the next move",
         icon: "chart-line",
-        onPress: () => openAIWithPrompt("Give me a concise wardrobe insight summary from what I own."),
+        onPress: () => router.push("/insights"),
       },
       {
         key: "packing",
         title: "Packing",
-        subtitle: "Build short trip capsules without overpacking",
+        subtitle: "Build a tight trip capsule without losing style",
         icon: "bag-suitcase-outline",
-        onPress: () => openAIWithPrompt("Help me pack for a weekend trip using only my wardrobe."),
-      },
-      {
-        key: "recent",
-        title: "Recently worn",
-        subtitle: "Review what has been in rotation lately",
-        icon: "history",
-        onPress: () => router.push("/(tabs)/calendar"),
+        onPress: () => router.push("/packing"),
       },
       {
         key: "unworn",
@@ -635,19 +717,60 @@ export default function HomeScreen() {
         subtitle: unwornCount > 0 ? `${unwornCount} items deserve airtime` : "Everything is getting some rotation",
         icon: "hanger",
         badge: unwornCount > 0 ? String(unwornCount) : undefined,
-        onPress: () => openAIWithPrompt("Build an outfit around my least-worn items."),
+        onPress: () => router.push("/insights/unworn"),
       },
       {
         key: "gaps",
         title: "Wardrobe gaps",
         subtitle: "Find what is missing before you buy the wrong thing",
         icon: "vector-square-plus",
-        onPress: () => openAIWithPrompt("What wardrobe gaps should I actually fill next based on what I own?"),
+        onPress: () => router.push("/insights/gaps"),
       },
     ],
-    [laundryCount, openAIWithPrompt, openSoonTool, unwornCount]
+    [availableCount, laundryCount, needsWashCount, unwornCount]
   );
 
+  const priorityInsight = useMemo(() => {
+    if (hasMinimalWardrobe) {
+      return {
+        eyebrow: "BUILD THE FOUNDATION",
+        title: "A few key pieces will unlock better daily looks",
+        body: "Your closet is still taking shape. Add a few versatile pieces and Home will start giving you much sharper styling, rotation, and gap signals.",
+        ctaLabel: "Add a piece",
+        onPress: () => router.push("/(tabs)/add"),
+      };
+    }
+    if (unwornCount > 0) {
+      return {
+        eyebrow: "SMART ROTATION",
+        title: `${unwornCount} pieces are ready to come back in`,
+        body: "Bring neglected pieces back into a stronger outfit today.",
+        ctaLabel: "Use unworn pieces",
+        onPress: () => openAIWithPrompt("Build a look around pieces I have not worn enough."),
+      };
+    }
+    if (laundryCount > 0) {
+      return {
+        eyebrow: "KEEP TODAY OPEN",
+        title: `${laundryCount} pieces are stuck in laundry`,
+        body: "A few blocked items can narrow the best outfit paths. Clear them out so today’s suggestions stay sharper and easier to execute.",
+        ctaLabel: "Open laundry",
+        onPress: () => router.push("/(tabs)/laundry"),
+      };
+    }
+    return {
+      eyebrow: "IN GOOD SHAPE",
+      title: "Your wardrobe is ready for a stronger look",
+      body: `You have ${availableCount} ready-to-wear pieces available right now. This is a good day to push for a sharper outfit instead of repeating the safe default.`,
+      ctaLabel: "Style what is ready",
+      onPress: () => openAIWithPrompt("Build me an outfit from the pieces that are ready to wear right now."),
+    };
+  }, [availableCount, hasMinimalWardrobe, laundryCount, openAIWithPrompt, unwornCount]);
+
+  // Keep the deferred Home feature inventory close to the screen entry point so it is
+  // discoverable during future product passes without reintroducing clutter now.
+  void HOME_DEFERRED_FEATURES;
+
   if (loading) {
     return (
       <View
@@ -672,8 +795,8 @@ export default function HomeScreen() {
         contentContainerStyle={{
           paddingTop: layout.topContentInset,
           paddingHorizontal: layout.horizontalPadding,
-          paddingBottom: layout.bottomDockPadding,
-          gap: layout.sectionGap,
+          paddingBottom: layout.bottomDockPadding + 160,
+          gap: layout.sectionGap + 6,
         }}
       >
         <RevealSection delay={0}>
@@ -682,32 +805,40 @@ export default function HomeScreen() {
             greeting={headerGreeting}
             weatherLabel={weatherLabel}
             personalHint={assistantHint}
-            onAskStylist={() => openAIWithPrompt("Build me a strong outfit from my wardrobe for today.")}
-            onPlanToday={() => router.push("/(tabs)/calendar")}
-          />
-        </RevealSection>
-
-        <RevealSection delay={40}>
-          <TodayOutfitCard
-            colors={colors}
+            stylistNote={heroStylistNote}
+            guidancePhrases={heroGuidancePhrases}
             record={todayRecord}
             itemsById={itemsById}
-            onPlanToday={() => openAIWithPrompt("Plan my outfit for today using what I already own.")}
-            onOpenCalendar={() => router.push("/(tabs)/calendar")}
-            onAskStylist={() => openAIWithPrompt("Refine or improve my outfit plan for today.")}
+            onPrimaryAction={() => openAIWithPrompt("Build me a strong outfit from my wardrobe for today.")}
+            onSecondaryAction={() => openAIWithPrompt("Show me three outfit directions for today: one safe, one balanced, and one bold.")}
           />
         </RevealSection>
 
-        <RevealSection delay={80}>
-          {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
-            <ContinueChatCard
+        <RevealSection delay={40}>
+          <View style={{ gap: 10 }}>
+            <View style={{ gap: 2 }}>
+              <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>QUICK OUTCOMES</Text>
+              <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 13, lineHeight: 20 }}>
+                Start from the result you want, not a blank prompt box.
+              </Text>
+            </View>
+            <QuickActionRail
               colors={colors}
-              title={latestChatThread.title}
-              preview={latestChatThread.lastMessagePreview}
-              updatedAt={latestChatThread.updatedAt}
-              onPress={() => openAIChat(latestChatThread.chatId)}
+              actions={starterPrompts}
+              onPressAction={(action) => openAIWithPrompt(action.prompt)}
             />
-          ) : null}
+          </View>
+        </RevealSection>
+
+        <RevealSection delay={80}>
+          <InsightCard
+            colors={colors}
+            eyebrow={priorityInsight.eyebrow}
+            title={priorityInsight.title}
+            body={priorityInsight.body}
+            ctaLabel={priorityInsight.ctaLabel}
+            onPress={priorityInsight.onPress}
+          />
         </RevealSection>
 
         <RevealSection delay={120}>
@@ -728,98 +859,40 @@ export default function HomeScreen() {
         </RevealSection>
 
         <RevealSection delay={160}>
-          <View style={{ gap: 10 }}>
-            <View style={{ gap: 2 }}>
-              <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>Ask faster</Text>
-              <Text style={{ color: colors.textSecondary, fontSize: 13 }}>
-                Start the stylist with a focused prompt instead of a blank thread.
-              </Text>
-            </View>
-            <QuickActionRail
-              colors={colors}
-              actions={starterPrompts}
-              onPressAction={(action) => openAIWithPrompt(action.prompt)}
-            />
-          </View>
+          <SmartToolsGrid colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
         </RevealSection>
 
         <RevealSection delay={200}>
-          <SmartToolsGrid colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
+          <AuraTrainingCard
+            colors={colors}
+            variant="home"
+            onPress={() => router.push("/aura/swipe")}
+          />
         </RevealSection>
 
         <RevealSection delay={240}>
-          <View style={{ gap: 12 }}>
-            <InsightCard
-              colors={colors}
-              eyebrow="ROTATION"
-              title={
-                hasMinimalWardrobe
-                  ? "Start with a few strong core pieces"
-                  : unwornCount > 0
-                    ? `${unwornCount} pieces are ready for a comeback`
-                    : "Your wardrobe is staying in motion"
-              }
-              body={
-                hasMinimalWardrobe
-                  ? "Once you add a few more available items, the stylist can build stronger rotations, gap analysis, and smarter daily suggestions."
-                  : unwornCount > 0
-                  ? "Use the stylist to pull neglected items back into rotation before they disappear into the background."
-                  : "You do not have obvious dead stock right now. A few targeted outfit prompts can keep that momentum going."
-              }
-              ctaLabel={hasMinimalWardrobe ? "Add another item" : "Use unworn pieces"}
-              onPress={() =>
-                hasMinimalWardrobe
-                  ? router.push("/(tabs)/add")
-                  : openAIWithPrompt("Build a look around pieces I have not worn enough.")
-              }
-            />
-
-            <InsightCard
+          {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
+            <ContinueChatCard
               colors={colors}
-              eyebrow="CARE"
-              title={
-                availableCount === 0
-                  ? "Your wardrobe is still taking shape"
-                  : laundryCount > 0
-                    ? `${laundryCount} items are sitting in laundry`
-                    : "Care flow is under control"
-              }
-              body={
-                availableCount === 0
-                  ? "Add a few pieces first, then Home will start surfacing stronger outfit planning and rotation insights."
-                  : laundryCount > 0
-                  ? "Push those pieces back to available once they are clean so your daily outfit options stay full."
-                  : `You have ${availableCount} available pieces ready to wear, so planning can stay focused on choice instead of recovery.`
-              }
-              ctaLabel={
-                availableCount === 0
-                  ? "Add first item"
-                  : laundryCount > 0
-                    ? "Open Laundry"
-                    : "Plan around what is ready"
-              }
-              onPress={() =>
-                availableCount === 0
-                  ? router.push("/(tabs)/add")
-                  : laundryCount > 0
-                  ? router.push("/(tabs)/laundry")
-                  : openAIWithPrompt("Build me an outfit from the pieces that are ready to wear right now.")
-              }
+              title={latestChatThread.title}
+              preview={latestChatThread.lastMessagePreview}
+              updatedAt={latestChatThread.updatedAt}
+              onPress={() => openAIChat(latestChatThread.chatId)}
             />
-          </View>
+          ) : null}
         </RevealSection>
 
         <RevealSection delay={280}>
           {recentItems.length ? (
             <ContinueSection
               colors={colors}
-              title="Continue where you left off"
-              subtitle="Recently added and recently updated pieces worth acting on next."
+              title="Keep the momentum going"
+              subtitle="Fresh pieces worth styling next before they get lost in the closet."
               items={recentItems}
               onPressItem={(item) =>
                 router.push({
                   pathname: "/(tabs)/item/[id]",
-                  params: { id: item.id },
+                  params: { id: item.id, sourceTab: "index" },
                 })
               }
             />
@@ -827,14 +900,24 @@ export default function HomeScreen() {
             <InsightCard
               colors={colors}
               eyebrow="NEXT STEP"
-              title="Add a few pieces to unlock the dashboard"
-              body="Once your closet has a bit more depth, Home will start feeling much more personal with stronger recents, smarter prompts, and better planning cues."
+              title="Add a few pieces to unlock better daily styling"
+              body="Once your closet has a bit more depth, Home can give you stronger outfit recommendations, smarter recents, and better rotation cues."
               ctaLabel="Add item"
               onPress={() => router.push("/(tabs)/add")}
             />
           )}
         </RevealSection>
 
+        {showMinimumClosetCard ? (
+          <RevealSection delay={300}>
+            <MinimumClosetProgressCard
+              colors={colors}
+              items={items}
+              onAddMissingItem={openAddMissingItem}
+            />
+          </RevealSection>
+        ) : null}
+
         <RevealSection delay={320}>
           <Pressable
             onPress={() => router.push("/(tabs)/add")}
@@ -849,9 +932,9 @@ export default function HomeScreen() {
               gap: 4,
             })}
           >
-            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>Add something new</Text>
+            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>Bring in something new</Text>
             <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
-              Bring in a new piece, clean its image, and let the assistant classify it in the background.
+              Add a fresh piece, clean the image, and give AURA more to work with tomorrow.
             </Text>
           </Pressable>
         </RevealSection>
diff --git a/src/components/closet/MinimumClosetProgressCard.tsx b/src/components/closet/MinimumClosetProgressCard.tsx
new file mode 100644
index 0000000..6fa7150
--- /dev/null
+++ b/src/components/closet/MinimumClosetProgressCard.tsx
@@ -0,0 +1,274 @@
+import { Ionicons } from "@expo/vector-icons";
+import React, { useMemo } from "react";
+import { Pressable, StyleSheet, Text, View } from "react-native";
+
+import type { AppColors } from "@/constants/theme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import {
+  getClosetUnlockNudge,
+  getMinimumClosetProgress,
+  type MinimumClosetCategoryProgress,
+} from "@/src/lib/minimumCloset";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+
+type Props = {
+  items: Partial<ClothingItem>[];
+  colors: AppColors;
+  onAddMissingItem: () => void;
+};
+
+function ChecklistRow({
+  category,
+  colors,
+}: {
+  category: MinimumClosetCategoryProgress;
+  colors: AppColors;
+}) {
+  return (
+    <View style={styles.checkRow}>
+      <View
+        style={[
+          styles.checkIcon,
+          {
+            borderColor: category.complete ? "rgba(214,255,232,0.38)" : "rgba(255,255,255,0.14)",
+            backgroundColor: category.complete ? "rgba(92,255,178,0.14)" : "rgba(255,255,255,0.045)",
+          },
+        ]}
+      >
+        <Ionicons
+          name={category.complete ? "checkmark" : "add"}
+          size={13}
+          color={category.complete ? "#BFFFE0" : colors.textSecondary}
+        />
+      </View>
+      <Text style={[styles.checkLabel, { color: colors.text }]} numberOfLines={1}>
+        {category.label}
+      </Text>
+      <Text style={[styles.checkCount, { color: colors.textSecondary }]}>
+        {category.key === "accessories"
+          ? category.count > 0 ? "boost" : "bonus"
+          : `${Math.min(category.count, category.target)}/${category.target}`}
+      </Text>
+    </View>
+  );
+}
+
+export default function MinimumClosetProgressCard({
+  items,
+  colors,
+  onAddMissingItem,
+}: Props) {
+  const layout = useResponsiveLayout();
+  const progress = useMemo(() => getMinimumClosetProgress(items), [items]);
+  const nudge = useMemo(() => getClosetUnlockNudge(items), [items]);
+  const nextBestAdd = progress.categories.find(
+    (category) => category.key === progress.suggestedNextCategory,
+  )?.label;
+
+  return (
+    <View
+      style={[
+        styles.card,
+        {
+          borderRadius: layout.mediumRadius,
+          padding: layout.cardPadding,
+        },
+      ]}
+    >
+      <View pointerEvents="none" style={styles.glow} />
+      <View style={styles.headerRow}>
+        <View style={{ flex: 1, gap: 5 }}>
+          <Text style={[styles.eyebrow, { color: colors.iridescentStart }]}>STYLE CORE</Text>
+          <Text style={[styles.title, { color: colors.text }]}>
+            Build your style core
+          </Text>
+          <Text style={[styles.nudge, { color: colors.textSecondary }]} numberOfLines={2}>
+            {nudge}
+          </Text>
+        </View>
+        <View style={styles.progressBadge}>
+          <Text style={[styles.progressText, { color: colors.text }]}>{progress.current}/{progress.target}</Text>
+          <Text style={[styles.progressLabel, { color: colors.textSecondary }]}>pieces</Text>
+        </View>
+      </View>
+
+      <View style={styles.progressTrack}>
+        <View
+          style={[
+            styles.progressFill,
+            {
+              width: `${Math.max(4, progress.percent * 100)}%`,
+              backgroundColor: colors.iridescentStart,
+            },
+          ]}
+        />
+      </View>
+
+      <View style={styles.checkGrid}>
+        {progress.categories.map((category) => (
+          <ChecklistRow key={category.key} category={category} colors={colors} />
+        ))}
+      </View>
+
+      <View style={styles.footerRow}>
+        <View style={{ flex: 1 }}>
+          <Text style={[styles.metricValue, { color: colors.text }]}>
+            {progress.estimatedOutfits}+
+          </Text>
+          <Text style={[styles.metricLabel, { color: colors.textSecondary }]}>
+            unlock more outfit range
+          </Text>
+        </View>
+        <Pressable
+          onPress={onAddMissingItem}
+          style={({ pressed }) => [
+            styles.cta,
+            {
+              borderColor: "rgba(255,255,255,0.14)",
+              backgroundColor: pressed ? "rgba(255,255,255,0.16)" : "rgba(255,255,255,0.1)",
+              opacity: pressed ? 0.88 : 1,
+            },
+          ]}
+        >
+          <Ionicons name="add" size={16} color={colors.text} />
+          <Text style={[styles.ctaText, { color: colors.text }]} numberOfLines={1}>
+            {nextBestAdd ? `Next best add: ${nextBestAdd}` : "Add variety"}
+          </Text>
+        </Pressable>
+      </View>
+    </View>
+  );
+}
+
+const styles = StyleSheet.create({
+  card: {
+    overflow: "hidden",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.12)",
+    backgroundColor: "rgba(14,14,20,0.76)",
+    gap: 14,
+  },
+  glow: {
+    position: "absolute",
+    top: -90,
+    right: -60,
+    width: 180,
+    height: 180,
+    borderRadius: 90,
+    backgroundColor: "rgba(241,210,255,0.08)",
+  },
+  headerRow: {
+    flexDirection: "row",
+    alignItems: "flex-start",
+    gap: 14,
+  },
+  eyebrow: {
+    fontSize: 10,
+    fontWeight: "900",
+    letterSpacing: 1.4,
+  },
+  title: {
+    fontSize: 18,
+    lineHeight: 23,
+    fontWeight: "900",
+  },
+  nudge: {
+    fontSize: 13,
+    lineHeight: 19,
+    opacity: 0.72,
+  },
+  progressBadge: {
+    minWidth: 64,
+    alignItems: "center",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.12)",
+    backgroundColor: "rgba(255,255,255,0.06)",
+    borderRadius: 8,
+    paddingVertical: 9,
+    paddingHorizontal: 10,
+  },
+  progressText: {
+    fontSize: 18,
+    fontWeight: "900",
+  },
+  progressLabel: {
+    fontSize: 10,
+    fontWeight: "700",
+    marginTop: 1,
+  },
+  progressTrack: {
+    height: 5,
+    borderRadius: 999,
+    overflow: "hidden",
+    backgroundColor: "rgba(255,255,255,0.08)",
+  },
+  progressFill: {
+    height: "100%",
+    borderRadius: 999,
+  },
+  checkGrid: {
+    flexDirection: "row",
+    flexWrap: "wrap",
+    gap: 8,
+  },
+  checkRow: {
+    minWidth: 118,
+    flexGrow: 1,
+    flexBasis: "30%",
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 7,
+    borderRadius: 8,
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.08)",
+    backgroundColor: "rgba(255,255,255,0.045)",
+    paddingVertical: 8,
+    paddingHorizontal: 9,
+  },
+  checkIcon: {
+    width: 20,
+    height: 20,
+    borderRadius: 10,
+    borderWidth: 1,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  checkLabel: {
+    flex: 1,
+    fontSize: 12,
+    fontWeight: "800",
+  },
+  checkCount: {
+    fontSize: 11,
+    fontWeight: "800",
+  },
+  footerRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 12,
+  },
+  metricValue: {
+    fontSize: 20,
+    fontWeight: "900",
+  },
+  metricLabel: {
+    marginTop: 1,
+    fontSize: 12,
+    fontWeight: "700",
+    opacity: 0.72,
+  },
+  cta: {
+    minHeight: 40,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "center",
+    gap: 6,
+    borderRadius: 8,
+    borderWidth: 1,
+    paddingHorizontal: 12,
+  },
+  ctaText: {
+    fontSize: 12,
+    fontWeight: "900",
+  },
+});
diff --git a/src/components/home/AuraLookModule.tsx b/src/components/home/AuraLookModule.tsx
index 15f6686..624bebe 100644
--- a/src/components/home/AuraLookModule.tsx
+++ b/src/components/home/AuraLookModule.tsx
@@ -103,7 +103,13 @@ export default function AuraLookModule({
           </Text>
         ) : null}
       </View>
-      <AuraLookCard colors={colors} look={look} itemsById={itemsById} onAction={onAction} />
+      <AuraLookCard
+        colors={colors}
+        look={look}
+        itemsById={itemsById}
+        onAction={onAction}
+        viewportWidth={layout.width - layout.horizontalPadding * 2}
+      />
     </View>
   );
 }
diff --git a/src/components/home/ContinueChatCard.tsx b/src/components/home/ContinueChatCard.tsx
index f7f9524..b68d233 100644
--- a/src/components/home/ContinueChatCard.tsx
+++ b/src/components/home/ContinueChatCard.tsx
@@ -37,15 +37,15 @@ export default function ContinueChatCard({
       style={({ pressed }) => ({
         borderRadius: layout.largeRadius,
         padding: layout.cardPadding,
-        backgroundColor: colors.surface1,
+        backgroundColor: colors.surface,
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
+        borderColor: colors.border,
         opacity: pressed ? 0.86 : 1,
         gap: 12,
       })}
     >
       <View style={{ gap: 4 }}>
-        <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
+        <Text style={{ color: colors.softPurple, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
           PICK UP THE THREAD
         </Text>
         <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900", letterSpacing: -0.5 }} numberOfLines={1} ellipsizeMode="tail">
@@ -66,9 +66,9 @@ export default function ContinueChatCard({
             paddingHorizontal: 10,
             paddingVertical: 6,
             borderRadius: 999,
-            backgroundColor: "rgba(255,255,255,0.06)",
+            backgroundColor: colors.purpleSurface,
             borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.08)",
+            borderColor: colors.purpleBorder,
           }}
         >
           <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>Continue in AURA</Text>
diff --git a/src/components/home/ContinueSection.tsx b/src/components/home/ContinueSection.tsx
index 554f820..7d1467f 100644
--- a/src/components/home/ContinueSection.tsx
+++ b/src/components/home/ContinueSection.tsx
@@ -1,16 +1,64 @@
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import React from "react";
 import { Pressable, ScrollView, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
+import { getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 function itemTitle(item: ClothingItem) {
   return item.name || `${item.displayColor ?? item.primaryColor ?? ""} ${item.subCategory ?? item.category ?? "item"}`.trim();
 }
 
+function normalizeToken(value?: string | null) {
+  return String(value ?? "").trim().toLowerCase().replace(/[_-]+/g, " ");
+}
+
+function clamp(value: number, min: number, max: number) {
+  return Math.max(min, Math.min(max, value));
+}
+
+function getMomentumBaseScale(item: ClothingItem) {
+  const tokens = [
+    normalizeToken(item.category),
+    normalizeToken(item.subCategory),
+    normalizeToken(item.type),
+  ].join(" ");
+
+  if (/glasses|sunglasses|eyewear/.test(tokens)) return 70;
+  if (/hat|cap|beanie/.test(tokens)) return 72;
+  if (/shoe|sneaker|boot|loafer|heel|footwear/.test(tokens)) return 78;
+  if (/bag|handbag|backpack|crossbody|purse|tote/.test(tokens)) return 78;
+  if (/watch|bracelet|necklace|ring|earring|accessor/.test(tokens)) return 74;
+  if (/shirt|blouse|tee|t-shirt|top|sweater|hoodie|jacket|coat|outerwear/.test(tokens)) return 88;
+  if (/jeans|pants|trousers|shorts|skirt|bottom/.test(tokens)) return 88;
+  if (/dress|jumpsuit|romper/.test(tokens)) return 86;
+  return 84;
+}
+
+function getMomentumImageStyle(item: ClothingItem): React.ComponentProps<typeof AppImage>["style"] {
+  const baseScale = getMomentumBaseScale(item);
+  const recommendedScale = item.visualNormalization?.recommendedScale;
+  const recommendedTranslateY = item.visualNormalization?.recommendedTranslateY;
+  const measuredScale =
+    typeof recommendedScale === "number" && Number.isFinite(recommendedScale)
+      ? clamp(recommendedScale, 0.92, 1.06)
+      : 1;
+  const sizePct = clamp(Math.round(baseScale * measuredScale), 68, 90);
+  const translateY =
+    typeof recommendedTranslateY === "number" && Number.isFinite(recommendedTranslateY)
+      ? clamp(recommendedTranslateY * 0.45, -6, 8)
+      : 0;
+
+  return {
+    width: `${sizePct}%`,
+    height: `${sizePct}%`,
+    alignSelf: "center",
+    transform: [{ translateY }],
+  };
+}
+
 export default function ContinueSection({
   colors,
   title,
@@ -26,6 +74,9 @@ export default function ContinueSection({
 }) {
   const layout = useResponsiveLayout();
   if (!items.length) return null;
+  const cardWidth = layout.continueCardWidth;
+  const imageFrameHeight = Math.round(cardWidth * 0.82);
+  const cardHeight = imageFrameHeight + 112;
 
   return (
     <View style={{ gap: 12 }}>
@@ -36,55 +87,53 @@ export default function ContinueSection({
       <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 12, paddingRight: 8 }}>
         {items.map((item) => {
           const imageUri = getItemImageUrl(item, { variant: "thumb" });
-          const imagePresentation = getItemImagePresentation(item, {
-            surface: "home_continue",
-          });
+          const momentumImageStyle = getMomentumImageStyle(item);
           return (
             <Pressable
               key={item.id}
               onPress={() => onPressItem(item)}
               style={({ pressed }) => ({
-                width: layout.continueCardWidth,
+                width: cardWidth,
+                height: cardHeight,
                 borderRadius: layout.mediumRadius,
                 overflow: "hidden",
                 borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.08)",
-                backgroundColor: "rgba(255,255,255,0.045)",
+                borderColor: colors.border,
+                backgroundColor: colors.surface,
                 opacity: pressed ? 0.84 : 1,
               })}
             >
               <View
                 style={{
-                  height: (layout.continueCardWidth - 20) / imagePresentation.containerAspectRatio,
-                  backgroundColor: colors.surface,
+                  height: imageFrameHeight,
+                  backgroundColor: colors.surfaceSoft,
                   alignItems: "center",
                   justifyContent: "center",
-                  paddingHorizontal: 8,
-                  paddingVertical: 6,
+                  overflow: "hidden",
+                  borderTopLeftRadius: layout.mediumRadius,
+                  borderTopRightRadius: layout.mediumRadius,
                 }}
               >
                 {imageUri ? (
-                  <FastImage
+                  <AppImage
                     source={{
                       uri: imageUri,
-                      priority: FastImage.priority.normal,
-                      cache: FastImage.cacheControl.immutable,
                     }}
-                    style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-                    resizeMode={FastImage.resizeMode.contain}
+                    style={momentumImageStyle}
+                    resizeMode="contain"
                   />
                 ) : (
                   <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>No image</Text>
                 )}
               </View>
-              <View style={{ padding: 12, gap: 4 }}>
-                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }} numberOfLines={1}>
+              <View style={{ flex: 1, padding: 12, gap: 4, justifyContent: "space-between" }}>
+                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900", lineHeight: 18 }} numberOfLines={2}>
                   {itemTitle(item)}
                 </Text>
                 <Text style={{ color: colors.textSecondary, fontSize: 12 }} numberOfLines={1}>
                   {[item.brand || null, item.status].filter(Boolean).join(" • ")}
                 </Text>
-                <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", marginTop: 4 }}>
+                <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", marginTop: 2 }}>
                   <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }} numberOfLines={1}>
                     Build around this
                   </Text>
diff --git a/src/components/home/HomeHero.tsx b/src/components/home/HomeHero.tsx
index d060004..d420e77 100644
--- a/src/components/home/HomeHero.tsx
+++ b/src/components/home/HomeHero.tsx
@@ -1,7 +1,8 @@
 import { LinearGradient } from "expo-linear-gradient";
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import React, { useEffect } from "react";
-import { Pressable, Text, View } from "react-native";
+import { Ionicons } from "@expo/vector-icons";
+import { Text, View } from "react-native";
 import Animated, {
   Easing,
   useAnimatedStyle,
@@ -14,6 +15,7 @@ import type { AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -99,7 +101,6 @@ export default function HomeHero({
   itemsById,
   onPrimaryAction,
   onSecondaryAction,
-  onOpenDay,
 }: {
   colors: AppColors;
   greeting: string;
@@ -111,15 +112,14 @@ export default function HomeHero({
   itemsById: Map<string, ClothingItem>;
   onPrimaryAction: () => void;
   onSecondaryAction: () => void;
-  onOpenDay: () => void;
 }) {
   const layout = useResponsiveLayout();
   const hasPlan = !!record?.plannedOutfit;
   const hasWorn = !!record?.wornOutfit;
   const reasons = record?.plannedOutfit?.reasons?.slice(0, 2) ?? [];
   const slots: SlotKey[] = ["outerwear", "top", "bottom", "shoes"];
-  const primaryLabel = hasPlan || hasWorn ? "Wear this" : "Style me now";
-  const secondaryLabel = hasPlan || hasWorn ? "Fix it" : "3 directions";
+  const primaryLabel = "Style me now";
+  const secondaryLabel = "3 directions";
   const statusEyebrow = hasWorn ? "ON YOU TODAY" : hasPlan ? "PLANNED FOR TODAY" : "AURA READY";
   const title = hasWorn ? "Today's look is locked." : hasPlan ? "Today's look is ready." : "Your next look starts here.";
   const subtitle = hasWorn
@@ -135,7 +135,7 @@ export default function HomeHero({
   const secondaryPreview = previewSlots.slice(1, 4);
 
   return (
-    <View style={{ gap: 12 }}>
+      <View style={{ gap: 8 }}>
       <View style={{ gap: 6 }}>
         <Text style={{ color: colors.textSecondary, fontSize: 14, fontWeight: "700" }} numberOfLines={1} ellipsizeMode="tail">
           {greeting}
@@ -148,44 +148,38 @@ export default function HomeHero({
         </Text>
       </View>
 
-      <AuraGlassCard
-        iridescentBorder
-        warmHero
-        intensity={22}
-        style={{
-          borderRadius: layout.largeRadius,
-        }}
-      >
+        <AuraGlassCard
+          warmHero
+          intensity={18}
+          style={{
+            borderRadius: layout.largeRadius,
+          }}
+        >
         <IridecentHeroLine colors={colors} />
         <LinearGradient
           pointerEvents="none"
-          colors={[colors.warmGlow, "transparent", colors.accentSoft]}
+          colors={[colors.warmGlow, "transparent", "rgba(255,255,255,0.015)"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
           style={{ position: "absolute", inset: 0 }}
         />
-        <View style={{ minHeight: layout.heroHeight + 28, padding: layout.cardPadding, gap: 18, justifyContent: "space-between" }}>
-          <View style={{ gap: 16 }}>
+        <View style={{ minHeight: layout.heroHeight + 32, padding: layout.cardPadding + 2, gap: 20, justifyContent: "space-between" }}>
+          <View style={{ gap: 18 }}>
             <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
               <View
                 style={{
                   paddingHorizontal: 12,
                   paddingVertical: 6,
                   borderRadius: layout.pillRadius,
-                  backgroundColor: "rgba(255,255,255,0.08)",
+                  backgroundColor: colors.chipBackground,
                   borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.09)",
+                  borderColor: colors.border,
                 }}
               >
-                <Text style={{ color: "#F2E8D1", fontSize: 11, fontWeight: "900", letterSpacing: 0.9 }}>
+                <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 0.9 }}>
                   {statusEyebrow}
                 </Text>
               </View>
-              <Pressable onPress={onOpenDay}>
-                <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
-                  Open day
-                </Text>
-              </Pressable>
             </View>
 
             <View style={{ gap: 8 }}>
@@ -196,7 +190,7 @@ export default function HomeHero({
                 {subtitle}
               </Text>
               {stylistNote ? (
-                <Text style={{ color: "#E6D7B8", fontSize: 12.5, fontWeight: "800" }} numberOfLines={2} ellipsizeMode="tail">
+                <Text style={{ color: colors.lightPurple, fontSize: 12.5, fontWeight: "800" }} numberOfLines={2} ellipsizeMode="tail">
                   {stylistNote}
                 </Text>
               ) : null}
@@ -216,9 +210,9 @@ export default function HomeHero({
                       flex: layout.screenSize === "compact" ? undefined : 1.2,
                       minHeight: layout.screenSize === "compact" ? 180 : 208,
                       borderRadius: layout.largeRadius - 4,
-                      backgroundColor: "rgba(255,255,255,0.045)",
+                      backgroundColor: colors.surface,
                       borderWidth: 1,
-                      borderColor: "rgba(255,255,255,0.08)",
+                      borderColor: colors.border,
                       overflow: "hidden",
                     }}
                   >
@@ -232,7 +226,7 @@ export default function HomeHero({
                         <>
                           <LinearGradient
                             pointerEvents="none"
-                            colors={["rgba(255,255,255,0.04)", "rgba(255,255,255,0.00)", "rgba(10,10,12,0.30)"]}
+                            colors={["rgba(255,255,255,0.04)", "rgba(255,255,255,0.00)", colors.overlay]}
                             start={{ x: 0, y: 0 }}
                             end={{ x: 0, y: 1 }}
                             style={{ position: "absolute", inset: 0, zIndex: 1 }}
@@ -246,25 +240,23 @@ export default function HomeHero({
                               paddingHorizontal: 10,
                               paddingVertical: 6,
                               borderRadius: 999,
-                              backgroundColor: "rgba(13,13,16,0.58)",
+                              backgroundColor: colors.dockBackground,
                               borderWidth: 1,
-                              borderColor: "rgba(255,255,255,0.09)",
+                              borderColor: colors.border,
                             }}
                           >
-                            <Text style={{ color: "#F2E8D1", fontSize: 11, fontWeight: "900", letterSpacing: 0.8 }}>
+                            <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 0.8 }}>
                               {slotVerb(leadPreview.slot)}
                             </Text>
                           </View>
                           <View style={{ flex: 1, paddingHorizontal: 14, paddingVertical: 12, alignItems: "center", justifyContent: "center" }}>
                             {imageUri ? (
-                              <FastImage
+                              <AppImage
                                 source={{
                                   uri: imageUri,
-                                  priority: FastImage.priority.normal,
-                                  cache: FastImage.cacheControl.immutable,
                                 }}
                                 style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-                                resizeMode={FastImage.resizeMode.contain}
+                                resizeMode="contain"
                               />
                             ) : null}
                           </View>
@@ -277,7 +269,7 @@ export default function HomeHero({
                               zIndex: 2,
                             }}
                           >
-                            <Text style={{ color: "#fff", fontSize: 16, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
+                            <Text style={{ color: colors.textPrimary, fontSize: 16, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
                               {slotLabel(leadPreview.slot)}
                             </Text>
                           </View>
@@ -300,9 +292,9 @@ export default function HomeHero({
                             flex: 1,
                             minHeight: 88,
                             borderRadius: layout.mediumRadius,
-                            backgroundColor: "rgba(255,255,255,0.04)",
+                            backgroundColor: colors.surfaceSoft,
                             borderWidth: 1,
-                            borderColor: "rgba(255,255,255,0.07)",
+                            borderColor: colors.border,
                             overflow: "hidden",
                             flexDirection: "row",
                             alignItems: "center",
@@ -310,19 +302,17 @@ export default function HomeHero({
                         >
                           <View style={{ flex: 0.9, paddingHorizontal: 10, paddingVertical: 10, alignItems: "center", justifyContent: "center" }}>
                             {imageUri ? (
-                              <FastImage
+                              <AppImage
                                 source={{
                                   uri: imageUri,
-                                  priority: FastImage.priority.normal,
-                                  cache: FastImage.cacheControl.immutable,
                                 }}
                                 style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-                                resizeMode={FastImage.resizeMode.contain}
+                                resizeMode="contain"
                               />
                             ) : null}
                           </View>
                           <View style={{ flex: 1.1, paddingRight: 12, gap: 4 }}>
-                            <Text style={{ color: "#F2E8D1", fontSize: 11, fontWeight: "900", letterSpacing: 0.7 }}>
+                            <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 0.7 }}>
                               {slotVerb(slot)}
                             </Text>
                             <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }} numberOfLines={1}>
@@ -345,9 +335,9 @@ export default function HomeHero({
                         paddingHorizontal: 12,
                         paddingVertical: 8,
                         borderRadius: 999,
-                        backgroundColor: "rgba(255,255,255,0.055)",
+                        backgroundColor: colors.chipBackground,
                         borderWidth: 1,
-                        borderColor: "rgba(255,255,255,0.08)",
+                        borderColor: colors.border,
                       }}
                     >
                       <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>
@@ -371,9 +361,9 @@ export default function HomeHero({
                       paddingHorizontal: 11,
                       paddingVertical: 8,
                       borderRadius: 999,
-                      backgroundColor: "rgba(255,255,255,0.05)",
+                      backgroundColor: colors.chipBackground,
                       borderWidth: 1,
-                      borderColor: "rgba(255,255,255,0.07)",
+                      borderColor: colors.border,
                     }}
                   >
                     <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "700" }} numberOfLines={2} ellipsizeMode="tail">
@@ -391,9 +381,9 @@ export default function HomeHero({
                   paddingHorizontal: 11,
                   paddingVertical: 7,
                   borderRadius: layout.pillRadius,
-                  backgroundColor: "rgba(255,255,255,0.045)",
+                  backgroundColor: colors.surfaceSoft,
                   borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.06)",
+                  borderColor: colors.border,
                 }}
               >
                 <Text style={{ color: colors.textSecondary, fontSize: 12.5 }} numberOfLines={2} ellipsizeMode="tail">
@@ -407,26 +397,35 @@ export default function HomeHero({
             <AuraGradientButton
               label={primaryLabel}
               onPress={onPrimaryAction}
-              gradientColors={[colors.iridescentStart, colors.iridescentEnd]}
-              labelColor={colors.background}
-              style={{ flex: 1, minHeight: 50, borderRadius: layout.mediumRadius }}
+              gradientColors={[colors.ctaCream, colors.ctaCream]}
+              labelColor={colors.ctaText}
+              innerBackgroundColor={colors.ctaCream}
+              innerOverlayColors={["rgba(255,255,255,0.14)", "rgba(255,255,255,0.04)"]}
+              style={{ flex: 1, minHeight: 52, borderRadius: layout.mediumRadius }}
             />
-            <Pressable
+            <AuraPressable
               onPress={onSecondaryAction}
-              style={({ pressed }) => ({
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.97}
+              pressedOpacity={0.9}
+              style={{
                 flex: 1,
                 borderRadius: layout.mediumRadius,
-                paddingVertical: 15,
+                minHeight: 52,
+                paddingHorizontal: 16,
                 alignItems: "center",
                 justifyContent: "center",
-                backgroundColor: "rgba(255,255,255,0.05)",
+                backgroundColor: colors.surfaceSoft,
                 borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.08)",
-                opacity: pressed ? 0.82 : 1,
-              })}
+                borderColor: colors.border,
+              }}
             >
-              <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>{secondaryLabel}</Text>
-            </Pressable>
+              <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "center", gap: 8 }}>
+                <Ionicons name="git-branch-outline" size={16} color={colors.text} />
+                <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900", textAlign: "center" }}>{secondaryLabel}</Text>
+              </View>
+            </AuraPressable>
           </View>
         </View>
       </AuraGlassCard>
diff --git a/src/components/home/InsightCard.tsx b/src/components/home/InsightCard.tsx
index 4636d41..2be0f31 100644
--- a/src/components/home/InsightCard.tsx
+++ b/src/components/home/InsightCard.tsx
@@ -25,19 +25,30 @@ export default function InsightCard({
       style={{
         borderRadius: layout.mediumRadius,
         padding: layout.cardPadding,
-        backgroundColor: colors.surface1,
+        backgroundColor: colors.surfaceElevated,
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
-        gap: 10,
+        borderColor: colors.border,
+        gap: 12,
       }}
     >
-      <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }} numberOfLines={1} ellipsizeMode="tail">
+      <Text style={{ color: colors.softPurple, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }} numberOfLines={1} ellipsizeMode="tail">
         {eyebrow}
       </Text>
       <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: -0.3 }} numberOfLines={2} ellipsizeMode="tail">{title}</Text>
-      <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 13, lineHeight: 22 }} numberOfLines={3} ellipsizeMode="tail">{body}</Text>
+      <Text style={{ color: colors.textSecondary, opacity: 0.86, fontSize: 13, lineHeight: 21 }} numberOfLines={2} ellipsizeMode="tail">{body}</Text>
       {ctaLabel ? (
-        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", marginTop: 2 }} numberOfLines={1} ellipsizeMode="tail">{ctaLabel} →</Text>
+        <View
+          style={{
+            alignSelf: "flex-start",
+            marginTop: 2,
+            borderRadius: layout.pillRadius,
+            backgroundColor: colors.ctaCream,
+            paddingHorizontal: 12,
+            paddingVertical: 8,
+          }}
+        >
+          <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">{ctaLabel} →</Text>
+        </View>
       ) : null}
     </View>
   );
diff --git a/src/components/home/QuickActionRail.tsx b/src/components/home/QuickActionRail.tsx
index 1a1a672..fa4b9a9 100644
--- a/src/components/home/QuickActionRail.tsx
+++ b/src/components/home/QuickActionRail.tsx
@@ -1,8 +1,10 @@
+import { Ionicons } from "@expo/vector-icons";
 import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
-import { Pressable, ScrollView, Text, View } from "react-native";
+import { ScrollView, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export type QuickActionItem = {
@@ -11,6 +13,16 @@ export type QuickActionItem = {
   prompt: string;
 };
 
+function iconForAction(key: string, label: string): keyof typeof Ionicons.glyphMap {
+  const value = `${key} ${label}`.toLowerCase();
+  if (value.includes("today")) return "sunny-outline";
+  if (value.includes("direction")) return "albums-outline";
+  if (value.includes("fix")) return "sparkles-outline";
+  if (value.includes("missing")) return "add-circle-outline";
+  if (value.includes("unworn")) return "refresh-circle-outline";
+  return "arrow-forward-circle-outline";
+}
+
 export default function QuickActionRail({
   colors,
   actions,
@@ -26,63 +38,69 @@ export default function QuickActionRail({
   if (!primaryAction) return null;
 
   return (
-    <View style={{ gap: 10 }}>
-      <Pressable
+    <View style={{ gap: 12 }}>
+      <AuraPressable
         onPress={() => onPressAction(primaryAction)}
-        style={({ pressed }) => ({
+        haptic="light"
+        hapticTrigger="press"
+        pressedScale={0.97}
+        pressedOpacity={0.9}
+        style={{
           borderRadius: layout.mediumRadius,
           overflow: "hidden",
-          backgroundColor: colors.surface2,
+          backgroundColor: colors.surface,
           borderWidth: 1,
-          borderColor: colors.iridescentMid,
-          opacity: pressed ? 0.84 : 1,
-        })}
+          borderColor: colors.border,
+        }}
       >
         <LinearGradient
-          colors={[colors.iridescentStart, colors.iridescentEnd]}
+          colors={[colors.primaryPurple, colors.softPurple]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
-          style={{ paddingHorizontal: 16, paddingVertical: 14, gap: 4 }}
+          style={{ paddingHorizontal: 18, paddingVertical: 15, gap: 6 }}
         >
-          <Text style={{ color: colors.background, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
+          <Text style={{ color: colors.textPrimary, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
             START HERE
           </Text>
-          <Text style={{ color: colors.background, fontWeight: "900", fontSize: 16 }}>
-            {primaryAction.label}
-          </Text>
+          <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "center", gap: 9 }}>
+            <Ionicons name={iconForAction(primaryAction.key, primaryAction.label)} size={15} color={colors.textPrimary} />
+            <Text style={{ color: colors.textPrimary, fontWeight: "900", fontSize: 16, textAlign: "center" }}>
+              {primaryAction.label}
+            </Text>
+          </View>
         </LinearGradient>
-      </Pressable>
+      </AuraPressable>
 
       {secondaryActions.length ? (
-        <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 10, paddingRight: 8 }}>
+        <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 12, paddingRight: 8 }}>
           {secondaryActions.map((action) => (
-            <Pressable
+            <AuraPressable
               key={action.key}
               onPress={() => onPressAction(action)}
-              style={({ pressed }) => ({
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.96}
+              pressedOpacity={0.88}
+              style={{
                 borderRadius: layout.pillRadius,
                 paddingHorizontal: 14,
                 paddingVertical: 10,
-                backgroundColor: colors.surface2,
+                backgroundColor: colors.chipBackground,
                 borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.07)",
-                opacity: pressed ? 0.82 : 1,
-              })}
+                borderColor: "rgba(255,255,255,0.055)",
+              }}
             >
-              <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-                <View
-                  style={{
-                    width: 5,
-                    height: 5,
-                    borderRadius: 999,
-                    backgroundColor: colors.iridescentStart,
-                  }}
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 9 }}>
+                <Ionicons
+                  name={iconForAction(action.key, action.label)}
+                  size={14}
+                  color={colors.textSecondary}
                 />
                 <Text style={{ color: colors.text, fontWeight: "800", fontSize: 13 }}>
                   {action.label}
                 </Text>
               </View>
-            </Pressable>
+            </AuraPressable>
           ))}
         </ScrollView>
       ) : null}
diff --git a/src/components/home/SmartToolsGrid.tsx b/src/components/home/SmartToolsGrid.tsx
index e502429..bc95bae 100644
--- a/src/components/home/SmartToolsGrid.tsx
+++ b/src/components/home/SmartToolsGrid.tsx
@@ -54,9 +54,9 @@ export default function SmartToolsGrid({
                 minHeight: layout.smartToolHeight + (layout.screenSize === "large" ? 10 : 0),
                 borderRadius: layout.mediumRadius,
                 padding: layout.cardPadding,
-                backgroundColor: isSoon ? colors.surface1 : colors.surface2,
+                backgroundColor: isSoon ? colors.surfaceSoft : colors.surface,
                 borderWidth: 1,
-                borderColor: isSoon ? "rgba(255,255,255,0.04)" : "rgba(255,255,255,0.06)",
+                borderColor: colors.border,
                 opacity: pressed ? (isSoon ? 0.92 : 0.84) : isSoon ? 0.9 : 1,
                 gap: 12,
               })}
@@ -69,7 +69,7 @@ export default function SmartToolsGrid({
                     borderRadius: 19,
                     alignItems: "center",
                     justifyContent: "center",
-                    backgroundColor: colors.surface3,
+                    backgroundColor: colors.surfaceSoft,
                   }}
                 >
                   <MaterialCommunityIcons name={tool.icon} size={22} color={isSoon ? colors.textSecondary : colors.text} />
@@ -80,10 +80,10 @@ export default function SmartToolsGrid({
                       paddingHorizontal: 8,
                       paddingVertical: 4,
                       borderRadius: 999,
-                      backgroundColor: isSoon ? "rgba(255,255,255,0.04)" : "rgba(214,197,161,0.12)",
+                      backgroundColor: isSoon ? colors.chipBackground : colors.purpleSurface,
                     }}
                   >
-                    <Text style={{ color: isSoon ? colors.textSecondary : "#E6D7B8", fontSize: 11, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
+                    <Text style={{ color: isSoon ? colors.textSecondary : colors.lightPurple, fontSize: 11, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
                       {tool.badge}
                     </Text>
                   </View>
diff --git a/src/components/home/TodayOutfitCard.tsx b/src/components/home/TodayOutfitCard.tsx
index ece6d79..93ea82c 100644
--- a/src/components/home/TodayOutfitCard.tsx
+++ b/src/components/home/TodayOutfitCard.tsx
@@ -1,4 +1,4 @@
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import React from "react";
 import { Pressable, Text, View } from "react-native";
 
@@ -91,14 +91,12 @@ export default function TodayOutfitCard({
                   }}
                 >
                   {imageUri ? (
-                    <FastImage
+                    <AppImage
                       source={{
                         uri: imageUri,
-                        priority: FastImage.priority.normal,
-                        cache: FastImage.cacheControl.immutable,
                       }}
                       style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-                      resizeMode={FastImage.resizeMode.contain}
+                      resizeMode="contain"
                     />
                   ) : null}
                 </View>
diff --git a/src/lib/minimumCloset.ts b/src/lib/minimumCloset.ts
new file mode 100644
index 0000000..2188071
--- /dev/null
+++ b/src/lib/minimumCloset.ts
@@ -0,0 +1,243 @@
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import { toCanonicalCategory, type CanonicalCategory } from "@/src/lib/items";
+
+export type MinimumClosetCategory =
+  | "tops"
+  | "bottoms"
+  | "footwear"
+  | "outerwear"
+  | "accessories";
+
+export type MinimumClosetCategoryProgress = {
+  key: MinimumClosetCategory;
+  label: string;
+  count: number;
+  target: number;
+  complete: boolean;
+};
+
+export type MinimumClosetProgress = {
+  itemCount: number;
+  current: number;
+  target: number;
+  targetTotal: number;
+  percent: number;
+  estimatedOutfits: number;
+  categories: MinimumClosetCategoryProgress[];
+  missingCategories: MinimumClosetCategory[];
+  suggestedNextCategory: MinimumClosetCategory | null;
+  isUnlocked: boolean;
+};
+
+export const MINIMUM_CLOSET_UNLOCK_ITEM_COUNT = 10;
+
+export const MINIMUM_CLOSET_TARGETS: Record<MinimumClosetCategory, number> = {
+  tops: 4,
+  bottoms: 3,
+  footwear: 2,
+  outerwear: 1,
+  accessories: 1,
+};
+
+export const MINIMUM_CLOSET_LABELS: Record<MinimumClosetCategory, string> = {
+  tops: "Tops",
+  bottoms: "Bottoms",
+  footwear: "Shoes",
+  outerwear: "Outerwear",
+  accessories: "Accessories",
+};
+
+const CATEGORY_ORDER: MinimumClosetCategory[] = [
+  "tops",
+  "bottoms",
+  "footwear",
+  "outerwear",
+  "accessories",
+];
+const UNLOCK_CATEGORY_ORDER: MinimumClosetCategory[] = [
+  "tops",
+  "bottoms",
+  "footwear",
+  "outerwear",
+];
+
+function clean(value?: string | null) {
+  return String(value ?? "").trim().toLowerCase().replace(/[_-]+/g, " ");
+}
+
+function categorySignals(item: Partial<ClothingItem>) {
+  return [
+    item.category,
+    item.subCategory,
+    item.type,
+    item.wearSlot,
+    ...(item.detailTags ?? []),
+    ...(item.occasionTags ?? []),
+  ]
+    .map(clean)
+    .filter(Boolean);
+}
+
+export function toMinimumClosetCategory(
+  item: Partial<ClothingItem> | string | null | undefined,
+): MinimumClosetCategory {
+  if (typeof item === "string" || item == null) {
+    return fromCanonicalCategory(toCanonicalCategory(item ?? undefined));
+  }
+
+  const signals = categorySignals(item);
+  const combined = signals.join(" ");
+
+  if (/\b(shoe|shoes|footwear|sneaker|sneakers|boot|boots|loafer|loafers|heel|heels|sandal|sandals|slide|slides)\b/.test(combined)) {
+    return "footwear";
+  }
+  if (/\b(outerwear|jacket|coat|blazer|hoodie|cardigan|overshirt|shacket|parka|trench)\b/.test(combined)) {
+    return "outerwear";
+  }
+  if (/\b(accessory|accessories|hat|cap|watch|belt|bag|handbag|scarf|sunglasses|jewelry|necklace|bracelet|ring|earrings)\b/.test(combined)) {
+    return "accessories";
+  }
+  if (/\b(bottom|pants|trousers|jeans|shorts|joggers|skirt)\b/.test(combined)) {
+    return "bottoms";
+  }
+  if (/\b(top|shirt|t shirt|tshirt|tee|polo|sweater|blouse|tank|knit|sweatshirt)\b/.test(combined)) {
+    return "tops";
+  }
+
+  return fromCanonicalCategory(toCanonicalCategory(item.category));
+}
+
+function fromCanonicalCategory(category: CanonicalCategory): MinimumClosetCategory {
+  if (category === "top" || category === "one_piece") return "tops";
+  if (category === "bottom") return "bottoms";
+  if (category === "shoes") return "footwear";
+  if (category === "outerwear") return "outerwear";
+  return "accessories";
+}
+
+export function getMinimumClosetCounts(items: Partial<ClothingItem>[]) {
+  return items.reduce<Record<MinimumClosetCategory, number>>(
+    (counts, item) => {
+      counts[toMinimumClosetCategory(item)] += 1;
+      return counts;
+    },
+    {
+      tops: 0,
+      bottoms: 0,
+      footwear: 0,
+      outerwear: 0,
+      accessories: 0,
+    },
+  );
+}
+
+export function estimateOutfitCount(items: Partial<ClothingItem>[]): number {
+  const counts = getMinimumClosetCounts(items);
+  const base = counts.tops * counts.bottoms * counts.footwear;
+
+  if (base <= 0) {
+    const partialBases = Math.max(counts.tops, counts.bottoms, counts.footwear);
+    return counts.outerwear > 0 || counts.accessories > 0 ? partialBases : 0;
+  }
+
+  const layeredVariants = counts.outerwear > 0
+    ? Math.min(base * counts.outerwear, base * 2)
+    : 0;
+  const accessoryLift = counts.accessories > 0
+    ? Math.ceil(base * Math.min(counts.accessories, 2) * 0.25)
+    : 0;
+
+  return Math.max(0, Math.floor(base + layeredVariants + accessoryLift));
+}
+
+export function getMissingMinimumClosetCategories(
+  items: Partial<ClothingItem>[],
+): MinimumClosetCategory[] {
+  const counts = getMinimumClosetCounts(items);
+  return UNLOCK_CATEGORY_ORDER.filter((key) => counts[key] < MINIMUM_CLOSET_TARGETS[key]);
+}
+
+export function getMinimumClosetProgress(
+  items: Partial<ClothingItem>[],
+): MinimumClosetProgress {
+  const counts = getMinimumClosetCounts(items);
+  const targetTotal = CATEGORY_ORDER.reduce(
+    (sum, key) => sum + MINIMUM_CLOSET_TARGETS[key],
+    0,
+  );
+  const creditedCount = UNLOCK_CATEGORY_ORDER.reduce(
+    (sum, key) => sum + Math.min(counts[key], MINIMUM_CLOSET_TARGETS[key]),
+    0,
+  );
+  const current = Math.min(creditedCount, MINIMUM_CLOSET_UNLOCK_ITEM_COUNT);
+  const missingCategories = getMissingMinimumClosetCategories(items);
+  const suggestedNextCategory = missingCategories[0] ?? null;
+
+  return {
+    itemCount: items.length,
+    current,
+    target: MINIMUM_CLOSET_UNLOCK_ITEM_COUNT,
+    targetTotal,
+    percent: Math.min(1, current / MINIMUM_CLOSET_UNLOCK_ITEM_COUNT),
+    estimatedOutfits: estimateOutfitCount(items),
+    categories: CATEGORY_ORDER.map((key) => ({
+      key,
+      label: MINIMUM_CLOSET_LABELS[key],
+      count: counts[key],
+      target: MINIMUM_CLOSET_TARGETS[key],
+      complete: counts[key] >= MINIMUM_CLOSET_TARGETS[key],
+    })),
+    missingCategories,
+    suggestedNextCategory,
+    isUnlocked: current >= MINIMUM_CLOSET_UNLOCK_ITEM_COUNT,
+  };
+}
+
+function labelForMissing(category: MinimumClosetCategory) {
+  if (category === "footwear") return "pair of shoes";
+  if (category === "outerwear") return "jacket or layer";
+  if (category === "accessories") return "finishing accessory";
+  if (category === "bottoms") return "bottom";
+  return "top";
+}
+
+export function getClosetUnlockNudge(items: Partial<ClothingItem>[]): string {
+  const progress = getMinimumClosetProgress(items);
+  const next = progress.suggestedNextCategory;
+
+  if (!next) {
+    return "Your style core is set. Accessories can keep stretching the range.";
+  }
+  if (next === "footwear") {
+    return "You’re close. One more pair of shoes would give me way more range.";
+  }
+  if (next === "outerwear") {
+    return "One jacket or layer would open up a lot more outfit range.";
+  }
+
+  return `One more ${labelForMissing(next)} would give your closet a stronger base.`;
+}
+
+export function buildMinimumClosetSummary(items: Partial<ClothingItem>[]) {
+  const progress = getMinimumClosetProgress(items);
+  return {
+    itemCount: progress.itemCount,
+    styleCoreProgress: `${progress.current}/${progress.target}`,
+    nextBestAdd: progress.suggestedNextCategory
+      ? MINIMUM_CLOSET_LABELS[progress.suggestedNextCategory]
+      : null,
+    outfitRange: progress.estimatedOutfits,
+    nudge: getClosetUnlockNudge(items),
+    tone: "Use this naturally. Say style core, outfit range, or next best add; do not say minimum closet target, estimated combinations, or missing categories.",
+  };
+}
+
+export function getSuggestedAddItemCategory(items: Partial<ClothingItem>[]) {
+  const next = getMinimumClosetProgress(items).suggestedNextCategory;
+  if (next === "tops") return "top";
+  if (next === "bottoms") return "bottom";
+  if (next === "footwear") return "footwear";
+  if (next === "outerwear") return "outerwear";
+  if (next === "accessories") return "accessory";
+  return null;
+}

From 0a2f7af35d1a7571e887c971b3fdacf0136689af Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:49:06 -0500
Subject: [PATCH 20/93] feat(laundry): implement laundry workflow and outfit
 filtering

---
 app/(tabs)/laundry.tsx                | 711 ++++++++++++--------------
 app/laundry.tsx                       |   1 +
 functions/src/shared/laundryIntent.ts | 187 +++++++
 src/lib/items.ts                      |  71 ++-
 src/types/ClothingItem.ts             |  16 +-
 src/utils/outfitPlanner.ts            |   4 +-
 src/utils/outfitPlanning.ts           |   4 +-
 7 files changed, 595 insertions(+), 399 deletions(-)
 create mode 100644 app/laundry.tsx
 create mode 100644 functions/src/shared/laundryIntent.ts

diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index 11ad743..a17b78b 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -1,57 +1,50 @@
-import {
-  collection,
-  doc,
-  onSnapshot,
-  orderBy,
-  query,
-  updateDoc,
-} from "firebase/firestore";
-import React, { useEffect, useMemo, useState } from "react";
-import {
-  ActivityIndicator,
-  Alert,
-  FlatList,
-  Pressable,
-  Text,
-  View,
-} from "react-native";
+import { Ionicons } from "@expo/vector-icons";
+import { BlurView } from "expo-blur";
 import { router } from "expo-router";
+import { collection, doc, onSnapshot, orderBy, query, serverTimestamp, writeBatch } from "firebase/firestore";
+import React, { useEffect, useMemo, useState } from "react";
+import { ActivityIndicator, Alert, FlatList, Pressable, Text, View } from "react-native";
+
+import AppImage from "@/src/components/common/AppImage";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { db } from "@/src/lib/firebase";
-import { isVisibleWardrobeItem } from "@/src/lib/items";
-
-type Status = "AVAILABLE" | "WORN" | "IN_LAUNDRY";
-
-type ClothingItem = {
-  id: string;
-  category: string;
-  brand: string;
-  primaryColor: string;
-  status: Status;
-  wearCountSinceWash: number;
-  createdAt: number;
-  lastWashedDate?: number;
-};
-
-const TABS: { key: "NEEDS_WASH" | "IN_LAUNDRY" | "CLEAN"; label: string }[] = [
-  { key: "NEEDS_WASH", label: "Needs wash" },
-  { key: "IN_LAUNDRY", label: "In laundry" },
-  { key: "CLEAN", label: "Clean" },
+import { getItemImageUrl } from "@/src/lib/itemImage";
+import {
+  isVisibleWardrobeItem,
+  legacyStatusForLaundryStatus,
+  normalizeLaundryStatus,
+  updateLaundryStatus,
+} from "@/src/lib/items";
+import { sanitizeDisplayText } from "@/src/lib/text";
+import type { ClothingItem, LaundryStatus } from "@/src/types/ClothingItem";
+
+type LaundryTab = "needs_wash" | "in_laundry" | "clean";
+
+const TABS: { key: LaundryTab; label: string; helper: string; icon: keyof typeof Ionicons.glyphMap }[] = [
+  { key: "needs_wash", label: "Needs wash", helper: "Ready for care", icon: "alert-circle-outline" },
+  { key: "in_laundry", label: "In laundry", helper: "Out of rotation", icon: "shirt-outline" },
+  { key: "clean", label: "Clean", helper: "Ready to wear", icon: "checkmark-circle-outline" },
 ];
 
+function itemTitle(item: ClothingItem) {
+  return (
+    sanitizeDisplayText(item.name) ||
+    [sanitizeDisplayText(item.primaryColor), sanitizeDisplayText(item.subCategory || item.category)].filter(Boolean).join(" ") ||
+    "Wardrobe item"
+  );
+}
+
 export default function LaundryScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const uid = user?.uid ?? null;
-  const floatingTabSpace = layout.bottomDockPadding;
   const [allItems, setAllItems] = useState<ClothingItem[]>([]);
-  const [tab, setTab] = useState<"NEEDS_WASH" | "IN_LAUNDRY" | "CLEAN">(
-    "IN_LAUNDRY"
-  );
+  const [tab, setTab] = useState<LaundryTab>("in_laundry");
   const [loading, setLoading] = useState(true);
+  const [savingStatus, setSavingStatus] = useState<string | null>(null);
 
   useEffect(() => {
     if (!uid) {
@@ -62,457 +55,393 @@ export default function LaundryScreen() {
 
     const itemsRef = collection(db, "users", uid, "items");
     const q = query(itemsRef, orderBy("createdAt", "desc"));
-
-    const unsub = onSnapshot(
+    return onSnapshot(
       q,
       (snap) => {
-        const all = snap.docs.map((d) => ({
-          id: d.id,
-          ...(d.data() as any),
-        })).filter((item) => isVisibleWardrobeItem(item)) as ClothingItem[];
-        setAllItems(all);
+        const next = snap.docs
+          .map((entry) => ({ id: entry.id, ...(entry.data() as any) }) as ClothingItem)
+          .filter((item) => isVisibleWardrobeItem(item));
+        setAllItems(next);
         setLoading(false);
       },
       () => setLoading(false)
     );
-
-    return () => unsub();
   }, [uid]);
 
-  // Simple “needs wash” logic: worn items OR wearCountSinceWash >= 3
-  // (tweak threshold later)
-  const needsWash = useMemo(
-    () =>
-      allItems.filter(
-        (x) => x.status === "WORN" || (x.wearCountSinceWash ?? 0) >= 3
-      ),
-    [allItems]
-  );
-
-  const inLaundry = useMemo(
-    () => allItems.filter((x) => x.status === "IN_LAUNDRY"),
-    [allItems]
-  );
-
-  const clean = useMemo(
-    () => allItems.filter((x) => x.status === "AVAILABLE"),
-    [allItems]
-  );
-
-  const listItems = useMemo(() => {
-    if (tab === "NEEDS_WASH") return needsWash;
-    if (tab === "IN_LAUNDRY") return inLaundry;
-    return clean;
-  }, [tab, needsWash, inLaundry, clean]);
-
-  const counts = useMemo(
-    () => ({
-      needsWash: needsWash.length,
-      inLaundry: inLaundry.length,
-      clean: clean.length,
-    }),
-    [needsWash.length, inLaundry.length, clean.length]
-  );
-
-  async function markAllWashed() {
+  const buckets = useMemo(() => {
+    const next: Record<LaundryTab, ClothingItem[]> = {
+      needs_wash: [],
+      in_laundry: [],
+      clean: [],
+    };
+    allItems.forEach((item) => {
+      next[normalizeLaundryStatus(item)].push(item);
+    });
+    return next;
+  }, [allItems]);
+
+  const listItems = buckets[tab];
+  const canMoveNeedsWash = buckets.needs_wash.length > 0;
+  const canMarkLaundryClean = buckets.in_laundry.length > 0;
+
+  async function setItemLaundryStatus(itemId: string, status: LaundryStatus) {
+    if (!uid) return router.replace("/(auth)/login");
     try {
-      if (!uid) return router.replace("/(auth)/login");
-
-      if (inLaundry.length === 0) {
-        Alert.alert("Nothing to wash", "Laundry is empty.");
-        return;
-      }
-
-      await Promise.all(
-        inLaundry.map((it) =>
-          updateDoc(doc(db, "users", uid, "items", it.id), {
-            status: "AVAILABLE",
-            wearCountSinceWash: 0,
-            lastWashedDate: Date.now(),
-          })
-        )
-      );
-
-      Alert.alert("Done", "Marked all laundry items as washed.");
-    } catch (e: any) {
-      console.log(e);
-      Alert.alert("Error", e?.message ?? "Failed to mark items as washed");
+      setSavingStatus(`${itemId}:${status}`);
+      await updateLaundryStatus(uid, itemId, status);
+    } catch (error: any) {
+      Alert.alert("Laundry", error?.message ?? "Could not update that item.");
+    } finally {
+      setSavingStatus(null);
     }
   }
 
-  async function moveTabItemsToLaundry() {
-    // Optional: when on Needs wash tab, quickly move them to IN_LAUNDRY
+  async function bulkUpdate(from: LaundryTab, to: LaundryStatus) {
+    if (!uid) return router.replace("/(auth)/login");
+    const source = buckets[from];
+    if (!source.length) return;
     try {
-      if (!uid) return router.replace("/(auth)/login");
-
-      if (tab !== "NEEDS_WASH") return;
-
-      if (needsWash.length === 0) {
-        Alert.alert("All good", "No items currently need washing.");
-        return;
-      }
-
-      await Promise.all(
-        needsWash.map((it) =>
-          updateDoc(doc(db, "users", uid, "items", it.id), {
-            status: "IN_LAUNDRY",
-          })
-        )
-      );
-
-      Alert.alert("Added", "Moved items to In Laundry.");
-      setTab("IN_LAUNDRY");
-    } catch (e: any) {
-      console.log(e);
-      Alert.alert("Error", e?.message ?? "Failed to move items");
+      setSavingStatus(`bulk:${from}:${to}`);
+      const batch = writeBatch(db);
+      source.forEach((item) => {
+        batch.update(doc(db, "users", uid, "items", item.id), {
+          status: legacyStatusForLaundryStatus(to),
+          laundryStatus: to,
+          ...(to === "clean"
+            ? {
+                wearCountSinceWash: 0,
+                lastWashedDate: serverTimestamp(),
+                lastWashedAt: serverTimestamp(),
+              }
+            : {}),
+          laundryUpdatedAt: serverTimestamp(),
+        });
+      });
+      await batch.commit();
+      if (to === "in_laundry") setTab("in_laundry");
+      if (to === "clean") setTab("clean");
+    } catch (error: any) {
+      Alert.alert("Laundry", error?.message ?? "Could not update laundry.");
+    } finally {
+      setSavingStatus(null);
     }
   }
 
   const Header = (
-    <View style={{ paddingBottom: 12 }}>
-      {/* Title */}
-      <View style={{ marginBottom: 10 }}>
-        <Text style={{ fontSize: 28, fontWeight: "800", color: colors.text, letterSpacing: -0.5 }}>Laundry</Text>
-        <Text style={{ marginTop: 4, opacity: 0.65, lineHeight: 22, color: colors.textSecondary }}>
-          Track what needs washing, what’s in progress, and what’s clean.
-        </Text>
-      </View>
-
-      {/* Summary cards */}
-      <View style={{ flexDirection: "row", gap: 12, marginBottom: 12 }}>
-        <SummaryCard title="Needs wash" value={counts.needsWash} subtitle="items" />
-        <SummaryCard title="In laundry" value={counts.inLaundry} subtitle="items" />
-        <SummaryCard title="Clean" value={counts.clean} subtitle="items" />
+    <View style={{ gap: 16, paddingBottom: 12 }}>
+      <View style={{ minHeight: 44, justifyContent: "center" }}>
+        <GlassBackButton onPress={() => router.replace("/(tabs)")} />
+        <View style={{ alignItems: "center" }}>
+          <Text style={{ color: colors.text, fontSize: 26 * layout.titleScale, fontWeight: "900" }}>Laundry</Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 13, marginTop: 3 }}>
+            Keep AURA honest about what is actually wearable.
+          </Text>
+        </View>
       </View>
 
-      {/* Quick actions */}
-      <View style={{ flexDirection: "row", gap: 10, marginBottom: 12 }}>
-        <PrimaryButton
-          title="Mark all washed"
-          onPress={markAllWashed}
-          disabled={inLaundry.length === 0}
-        />
-        <GhostButton
-          title={tab === "NEEDS_WASH" ? "Move to laundry" : "Move to laundry"}
-          onPress={moveTabItemsToLaundry}
-          disabled={tab !== "NEEDS_WASH" || needsWash.length === 0}
-        />
+      <View style={{ flexDirection: "row", gap: 10 }}>
+        {TABS.map((status) => (
+          <StatusCard
+            key={status.key}
+            active={tab === status.key}
+            label={status.label}
+            helper={status.helper}
+            icon={status.icon}
+            count={buckets[status.key].length}
+            onPress={() => setTab(status.key)}
+          />
+        ))}
       </View>
 
-      {/* Tabs */}
-      <View
-        style={{
-          flexDirection: "row",
-          padding: 4,
-          borderRadius: 14,
-          backgroundColor: colors.muted,
-          gap: 6,
-        }}
-      >
-        {TABS.map((t) => {
-          const active = tab === t.key;
-          return (
-            <Pressable
-              key={t.key}
-              onPress={() => setTab(t.key)}
-              style={{
-                flex: 1,
-                paddingVertical: 10,
-                borderRadius: 12,
-                alignItems: "center",
-                backgroundColor: active ? colors.accent : "transparent",
-              }}
-            >
-              <Text style={{ fontWeight: "700", color: active ? "#fff" : colors.text }}>
-                {t.label}
-              </Text>
-            </Pressable>
-          );
-        })}
+      <View style={{ gap: 8 }}>
+        <View style={{ flexDirection: "row", gap: 10 }}>
+          <ActionButton
+            label="Move needs wash"
+            icon="arrow-forward"
+            disabled={!canMoveNeedsWash || !!savingStatus}
+            onPress={() => bulkUpdate("needs_wash", "in_laundry")}
+          />
+          <ActionButton
+            label="Mark laundry clean"
+            icon="sparkles-outline"
+            disabled={!canMarkLaundryClean || !!savingStatus}
+            primary
+            onPress={() => bulkUpdate("in_laundry", "clean")}
+          />
+        </View>
+        <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }}>
+          {!canMoveNeedsWash && !canMarkLaundryClean
+            ? "No valid batch actions yet. Move pieces from Closet or tell AURA what you washed."
+            : "Batch actions only apply when that status has items."}
+        </Text>
       </View>
 
-      {/* Section header */}
-      <View
-        style={{
-          marginTop: 12,
-          flexDirection: "row",
-          alignItems: "center",
-          justifyContent: "space-between",
-        }}
-      >
-        <Text style={{ fontSize: 18, fontWeight: "800", color: colors.text }}>
-          {tab === "NEEDS_WASH"
-            ? "Needs Wash"
-            : tab === "IN_LAUNDRY"
-            ? "In Laundry"
-            : "Clean"}
+      <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
+        <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+          {TABS.find((entry) => entry.key === tab)?.label}
+        </Text>
+        <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
+          {listItems.length} item{listItems.length === 1 ? "" : "s"}
         </Text>
-        <Text style={{ opacity: 0.7, color: colors.textSecondary }}>{listItems.length} items</Text>
       </View>
     </View>
   );
 
   if (loading) {
     return (
-      <View
-        style={{
-          flex: 1,
-          paddingHorizontal: layout.horizontalPadding,
-          justifyContent: "center",
-          backgroundColor: colors.background,
-        }}
-      >
-        <ActivityIndicator />
-        <Text style={{ textAlign: "center", marginTop: 10, opacity: 0.7 }}>
-          Loading laundry…
-        </Text>
+      <View style={{ flex: 1, backgroundColor: colors.background, alignItems: "center", justifyContent: "center", gap: 10 }}>
+        <ActivityIndicator color={colors.ctaCream} />
+        <Text style={{ color: colors.textSecondary }}>Loading laundry...</Text>
       </View>
     );
   }
 
   return (
-    <View
-      style={{
-        flex: 1,
-        paddingHorizontal: layout.horizontalPadding,
-        paddingTop: layout.topContentInset,
-        backgroundColor: colors.background,
-      }}
-    >
+    <View style={{ flex: 1, backgroundColor: colors.background }}>
       <FlatList
         data={listItems}
         keyExtractor={(item) => item.id}
-        contentContainerStyle={{ paddingBottom: floatingTabSpace }}
+        contentContainerStyle={{
+          paddingHorizontal: layout.horizontalPadding,
+          paddingTop: layout.topContentInset,
+          paddingBottom: layout.bottomDockPadding + 28,
+          gap: 10,
+        }}
         ListHeaderComponent={Header}
-        ItemSeparatorComponent={() => <View style={{ height: 10 }} />}
-        ListEmptyComponent={
-          <EmptyState
-            tab={tab}
-            onPrimary={() => {
-              if (tab === "IN_LAUNDRY") markAllWashed();
-              else if (tab === "NEEDS_WASH") moveTabItemsToLaundry();
-              else setTab("NEEDS_WASH");
-            }}
-          />
-        }
+        ListEmptyComponent={<PremiumEmptyState />}
         renderItem={({ item }) => (
-          <View
-            style={{
-              padding: 14,
-              borderRadius: 16,
-              backgroundColor: colors.card,
-              borderWidth: 1,
-              borderColor: colors.border,
-            }}
-          >
-            <View
-              style={{
-                flexDirection: "row",
-                justifyContent: "space-between",
-                alignItems: "center",
-                marginBottom: 6,
-              }}
-            >
-              <Text style={{ fontSize: 16, fontWeight: "800", color: colors.text }}>
-                {item.primaryColor} {item.category}
-              </Text>
-              <Pill text={item.status === "AVAILABLE" ? "Clean" : item.status === "IN_LAUNDRY" ? "In laundry" : "Worn"} />
-            </View>
-
-            <Text style={{ opacity: 0.75, marginBottom: 6, color: colors.textSecondary }}>
-              Brand: {item.brand || "—"}
-            </Text>
-
-            <View style={{ flexDirection: "row", gap: 10 }}>
-              <MiniStat label="Wear count" value={String(item.wearCountSinceWash ?? 0)} />
-              <MiniStat
-                label="Last washed"
-                value={item.lastWashedDate ? new Date(item.lastWashedDate).toLocaleDateString() : "—"}
-              />
-            </View>
-          </View>
+          <LaundryRow
+            item={item}
+            disabled={!!savingStatus}
+            activeStatus={normalizeLaundryStatus(item)}
+            onStatus={(status) => setItemLaundryStatus(item.id, status)}
+          />
         )}
       />
     </View>
   );
 }
 
-/* ---------- small UI components ---------- */
-
-function SummaryCard({
-  title,
-  value,
-  subtitle,
-}: {
-  title: string;
-  value: number;
-  subtitle: string;
-}) {
+function GlassBackButton({ onPress }: { onPress: () => void }) {
   const { colors } = useAppTheme();
   return (
-    <View
-      style={{
-        flex: 1,
-        padding: 12,
-        borderRadius: 16,
-        backgroundColor: colors.accent,
-      }}
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        position: "absolute",
+        left: 0,
+        top: 0,
+        zIndex: 2,
+        width: 42,
+        height: 42,
+        borderRadius: 999,
+        overflow: "hidden",
+        opacity: pressed ? 0.8 : 1,
+      })}
     >
-      <Text style={{ color: "#fff", opacity: 0.8, fontWeight: "700" }}>
-        {title}
-      </Text>
-      <Text style={{ color: "#fff", fontSize: 22, fontWeight: "900", marginTop: 6 }}>
-        {value}
-      </Text>
-      <Text style={{ color: "#fff", opacity: 0.7, marginTop: 2 }}>
-        {subtitle}
-      </Text>
-    </View>
+      <BlurView intensity={26} tint="dark" style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
+        <View
+          style={{
+            position: "absolute",
+            inset: 0,
+            borderWidth: 1,
+            borderColor: "rgba(237,233,227,0.18)",
+            borderRadius: 999,
+            backgroundColor: "rgba(255,255,255,0.05)",
+          }}
+        />
+        <Ionicons name="chevron-back" size={22} color={colors.text} />
+      </BlurView>
+    </Pressable>
   );
 }
 
-function PrimaryButton({
-  title,
-  onPress,
-  disabled,
-}: {
-  title: string;
+function StatusCard(props: {
+  active: boolean;
+  label: string;
+  helper: string;
+  icon: keyof typeof Ionicons.glyphMap;
+  count: number;
   onPress: () => void;
-  disabled?: boolean;
 }) {
   const { colors } = useAppTheme();
   return (
     <Pressable
-      onPress={onPress}
-      disabled={disabled}
-      style={{
+      onPress={props.onPress}
+      style={({ pressed }) => ({
         flex: 1,
-        paddingVertical: 12,
-        borderRadius: 14,
-        backgroundColor: disabled ? colors.textSecondary : colors.accent,
-        alignItems: "center",
-      }}
+        minHeight: 118,
+        borderRadius: 18,
+        padding: 12,
+        gap: 8,
+        backgroundColor: props.active ? "rgba(237,233,227,0.12)" : "rgba(255,255,255,0.045)",
+        borderWidth: 1,
+        borderColor: props.active ? "rgba(237,233,227,0.34)" : "rgba(255,255,255,0.08)",
+        opacity: pressed ? 0.84 : 1,
+      })}
     >
-      <Text style={{ color: "#fff", fontWeight: "800" }}>{title}</Text>
+      <View style={{ width: 30, height: 30, borderRadius: 999, alignItems: "center", justifyContent: "center", backgroundColor: "rgba(237,233,227,0.1)" }}>
+        <Ionicons name={props.icon} size={17} color={colors.ctaCream} />
+      </View>
+      <Text style={{ color: colors.text, fontSize: 23, fontWeight: "900" }}>{props.count}</Text>
+      <View style={{ gap: 2 }}>
+        <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "900" }} numberOfLines={1}>
+          {props.label}
+        </Text>
+        <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 15 }} numberOfLines={2}>
+          {props.helper}
+        </Text>
+      </View>
     </Pressable>
   );
 }
 
-function GhostButton({
-  title,
-  onPress,
-  disabled,
-}: {
-  title: string;
-  onPress: () => void;
+function ActionButton(props: {
+  label: string;
+  icon: keyof typeof Ionicons.glyphMap;
   disabled?: boolean;
+  primary?: boolean;
+  onPress: () => void;
 }) {
   const { colors } = useAppTheme();
   return (
     <Pressable
-      onPress={onPress}
-      disabled={disabled}
-      style={{
+      onPress={props.onPress}
+      disabled={props.disabled}
+      style={({ pressed }) => ({
         flex: 1,
-        paddingVertical: 12,
+        minHeight: 46,
         borderRadius: 14,
-        backgroundColor: colors.muted,
-        borderWidth: 1,
-        borderColor: colors.border,
         alignItems: "center",
-        opacity: disabled ? 0.5 : 1,
-      }}
+        justifyContent: "center",
+        flexDirection: "row",
+        gap: 7,
+        backgroundColor: props.primary ? colors.ctaCream : "rgba(255,255,255,0.055)",
+        borderWidth: props.primary ? 0 : 1,
+        borderColor: "rgba(255,255,255,0.1)",
+        opacity: props.disabled ? 0.42 : pressed ? 0.82 : 1,
+      })}
     >
-      <Text style={{ color: colors.text, fontWeight: "800" }}>{title}</Text>
+      <Ionicons name={props.icon} size={16} color={props.primary ? colors.ctaText : colors.text} />
+      <Text style={{ color: props.primary ? colors.ctaText : colors.text, fontSize: 13, fontWeight: "900" }} numberOfLines={1}>
+        {props.label}
+      </Text>
     </Pressable>
   );
 }
 
-function Pill({ text }: { text: string }) {
+function PremiumEmptyState() {
   const { colors } = useAppTheme();
   return (
     <View
       style={{
-        paddingVertical: 6,
-        paddingHorizontal: 10,
-        borderRadius: 999,
-        backgroundColor: colors.muted,
+        marginTop: 4,
+        borderRadius: 22,
+        padding: 18,
+        gap: 14,
+        backgroundColor: "rgba(255,255,255,0.045)",
         borderWidth: 1,
-        borderColor: colors.border,
+        borderColor: "rgba(237,233,227,0.15)",
       }}
     >
-      <Text style={{ fontWeight: "800", fontSize: 12, color: colors.text }}>{text}</Text>
+      <View style={{ gap: 6 }}>
+        <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>No items in laundry</Text>
+        <Text style={{ color: colors.textSecondary, lineHeight: 21 }}>
+          Tell AURA what you washed or move items from Closet.
+        </Text>
+      </View>
+      <View style={{ flexDirection: "row", gap: 10 }}>
+        <ActionButton label="Ask AURA" icon="chatbubble-ellipses-outline" primary onPress={() => router.push("/(tabs)/ai")} />
+        <ActionButton label="Browse Closet" icon="grid-outline" onPress={() => router.push("/(tabs)/closet")} />
+      </View>
     </View>
   );
 }
 
-function MiniStat({ label, value }: { label: string; value: string }) {
+function LaundryRow({
+  item,
+  activeStatus,
+  disabled,
+  onStatus,
+}: {
+  item: ClothingItem;
+  activeStatus: LaundryStatus;
+  disabled?: boolean;
+  onStatus: (status: LaundryStatus) => void;
+}) {
   const { colors } = useAppTheme();
+  const imageUrl = getItemImageUrl(item, { variant: "thumb" });
+  const statusLabel = TABS.find((entry) => entry.key === activeStatus)?.label ?? "Clean";
   return (
     <View
       style={{
-        flex: 1,
-        padding: 10,
-        borderRadius: 14,
-        backgroundColor: colors.surface,
+        borderRadius: 18,
+        padding: 12,
+        backgroundColor: "rgba(255,255,255,0.045)",
         borderWidth: 1,
-        borderColor: colors.border,
+        borderColor: "rgba(255,255,255,0.08)",
+        gap: 12,
       }}
     >
-      <Text style={{ opacity: 0.7, fontWeight: "700", fontSize: 12, color: colors.textSecondary }}>
-        {label}
-      </Text>
-      <Text style={{ fontWeight: "900", marginTop: 4, color: colors.text }}>{value}</Text>
+      <View style={{ flexDirection: "row", gap: 12, alignItems: "center" }}>
+        <View
+          style={{
+            width: 58,
+            height: 58,
+            borderRadius: 16,
+            overflow: "hidden",
+            backgroundColor: "rgba(237,233,227,0.08)",
+            alignItems: "center",
+            justifyContent: "center",
+          }}
+        >
+          {imageUrl ? (
+            <AppImage source={{ uri: imageUrl }} style={{ width: "100%", height: "100%" }} resizeMode="contain" />
+          ) : (
+            <Ionicons name="shirt-outline" size={24} color={colors.textSecondary} />
+          )}
+        </View>
+        <Pressable
+          onPress={() => router.push({ pathname: "/(tabs)/item/[id]", params: { id: item.id, sourceTab: "closet" } })}
+          style={{ flex: 1, gap: 3 }}
+        >
+          <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }} numberOfLines={1}>
+            {itemTitle(item)}
+          </Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12.5 }} numberOfLines={1}>
+            {[sanitizeDisplayText(item.brand), sanitizeDisplayText(item.primaryColor)].filter(Boolean).join(" · ") || "No brand"}
+          </Text>
+          <Text style={{ color: colors.ctaCream, fontSize: 11.5, fontWeight: "800" }}>{statusLabel}</Text>
+        </Pressable>
+      </View>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+        <RowAction label="Needs wash" disabled={disabled || activeStatus === "needs_wash"} onPress={() => onStatus("needs_wash")} />
+        <RowAction label="Move to laundry" disabled={disabled || activeStatus === "in_laundry"} onPress={() => onStatus("in_laundry")} />
+        <RowAction label="Mark clean" disabled={disabled || activeStatus === "clean"} primary onPress={() => onStatus("clean")} />
+      </View>
     </View>
   );
 }
 
-function EmptyState({
-  tab,
-  onPrimary,
-}: {
-  tab: "NEEDS_WASH" | "IN_LAUNDRY" | "CLEAN";
-  onPrimary: () => void;
-}) {
+function RowAction({ label, disabled, primary, onPress }: { label: string; disabled?: boolean; primary?: boolean; onPress: () => void }) {
   const { colors } = useAppTheme();
-  const title =
-    tab === "IN_LAUNDRY"
-      ? "No items in laundry"
-      : tab === "NEEDS_WASH"
-      ? "Nothing needs washing"
-      : "No clean items here";
-
-  const subtitle =
-    tab === "IN_LAUNDRY"
-      ? "When you move items to laundry, they’ll show up here."
-      : tab === "NEEDS_WASH"
-      ? "Wear more items or adjust your wash threshold."
-      : "Once washed, items appear as clean.";
-
-  const action =
-    tab === "IN_LAUNDRY"
-      ? "Refresh"
-      : tab === "NEEDS_WASH"
-      ? "Move to laundry"
-      : "Go to Needs wash";
-
   return (
-    <View
-      style={{
-        marginTop: 14,
-        padding: 16,
-        borderRadius: 18,
-        borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: colors.card,
-      }}
+    <Pressable
+      onPress={onPress}
+      disabled={disabled}
+      style={({ pressed }) => ({
+        borderRadius: 999,
+        paddingHorizontal: 11,
+        paddingVertical: 8,
+        backgroundColor: primary ? colors.ctaCream : "rgba(255,255,255,0.055)",
+        borderWidth: primary ? 0 : 1,
+        borderColor: "rgba(255,255,255,0.1)",
+        opacity: disabled ? 0.42 : pressed ? 0.76 : 1,
+      })}
     >
-      <Text style={{ fontSize: 16, fontWeight: "900", color: colors.text }}>{title}</Text>
-      <Text style={{ marginTop: 6, opacity: 0.75, color: colors.textSecondary }}>{subtitle}</Text>
-
-      <View style={{ marginTop: 12 }}>
-        <PrimaryButton title={action} onPress={onPrimary} />
-      </View>
-    </View>
+      <Text style={{ color: primary ? colors.ctaText : colors.text, fontSize: 12, fontWeight: "900" }}>
+        {label}
+      </Text>
+    </Pressable>
   );
 }
diff --git a/app/laundry.tsx b/app/laundry.tsx
new file mode 100644
index 0000000..0505f78
--- /dev/null
+++ b/app/laundry.tsx
@@ -0,0 +1 @@
+export { default } from "./(tabs)/laundry";
diff --git a/functions/src/shared/laundryIntent.ts b/functions/src/shared/laundryIntent.ts
new file mode 100644
index 0000000..5097ff2
--- /dev/null
+++ b/functions/src/shared/laundryIntent.ts
@@ -0,0 +1,187 @@
+import { FieldValue, Firestore } from "firebase-admin/firestore";
+
+export type LaundryStatus = "clean" | "needs_wash" | "in_laundry";
+
+type WardrobeItem = Record<string, unknown> & { id: string };
+
+const LAUNDRY_RE = /\b(laundry|wash|washed|washing|dirty|clean|cleaned|needs?\s+wash(?:ing)?|in\s+the\s+wash|in\s+laundry)\b/i;
+const CLEAN_RE = /\b(clean now|washed|cleaned|done washing|fresh|dry(?:er)? done)\b/i;
+const IN_LAUNDRY_RE = /\b(in laundry|in the laundry|in the wash|washing|washer|laundry basket|put .* laundry|put .* wash)\b/i;
+const NEEDS_WASH_RE = /\b(dirty|needs?\s+wash(?:ing)?|need to wash|needs?\s+clean(?:ing)?|worn|sweaty)\b/i;
+
+const STOP_WORDS = new Set([
+  "my",
+  "the",
+  "a",
+  "an",
+  "these",
+  "those",
+  "this",
+  "that",
+  "clothes",
+  "items",
+  "laundry",
+  "wash",
+  "washed",
+  "washing",
+  "dirty",
+  "clean",
+  "cleaned",
+  "now",
+  "put",
+  "mark",
+  "move",
+  "to",
+  "in",
+  "as",
+  "are",
+  "is",
+  "need",
+  "needs",
+]);
+
+function tokens(value: string) {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/[^a-z0-9\s-]/g, " ")
+    .split(/\s+/)
+    .filter((token) => token.length > 1 && !STOP_WORDS.has(token));
+}
+
+function itemLabel(item: WardrobeItem) {
+  return String(
+    item.name ||
+      [item.primaryColor, item.colorLabel, item.brand, item.subCategory, item.category]
+        .filter(Boolean)
+        .join(" ")
+  ).trim();
+}
+
+function itemTokens(item: WardrobeItem) {
+  return tokens(
+    [
+      item.id,
+      item.name,
+      item.brand,
+      item.category,
+      item.subCategory,
+      item.primaryColor,
+      item.colorLabel,
+      Array.isArray(item.colors) ? item.colors.join(" ") : "",
+    ]
+      .filter(Boolean)
+      .join(" ")
+  );
+}
+
+function inferStatus(message: string): LaundryStatus | null {
+  if (!LAUNDRY_RE.test(message)) return null;
+  if (CLEAN_RE.test(message)) return "clean";
+  if (IN_LAUNDRY_RE.test(message)) return "in_laundry";
+  if (NEEDS_WASH_RE.test(message)) return "needs_wash";
+  return null;
+}
+
+function legacyStatus(status: LaundryStatus) {
+  if (status === "clean") return "AVAILABLE";
+  if (status === "in_laundry") return "IN_LAUNDRY";
+  return "WORN";
+}
+
+function rankItems(message: string, items: WardrobeItem[]) {
+  const messageTokens = tokens(message);
+  const query = new Set(messageTokens);
+  return items
+    .map((item) => {
+      const fields = itemTokens(item);
+      const overlap = fields.filter((token) => query.has(token));
+      const phraseBoost = itemLabel(item).toLowerCase() && message.toLowerCase().includes(itemLabel(item).toLowerCase()) ? 3 : 0;
+      return {
+        item,
+        score: overlap.length + phraseBoost,
+        overlap,
+      };
+    })
+    .filter((match) => match.score > 0)
+    .sort((left, right) => right.score - left.score);
+}
+
+function responseBase(reply: string) {
+  return {
+    presentation: "chat" as const,
+    title: "Laundry",
+    reply,
+    reason: "",
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    missingPieces: [],
+    upgradeSuggestions: [],
+    upgradeSuggestionItems: [],
+    chips: [],
+    look: null,
+    lookOptions: [],
+  };
+}
+
+function confirmationResponse(status: LaundryStatus, matches: ReturnType<typeof rankItems>, reply: string) {
+  return {
+    ...responseBase(reply),
+    presentation: "laundry_confirmation" as const,
+    laundryAction: {
+      targetStatus: status,
+      matches: matches.slice(0, 6).map(({ item }) => ({
+        itemId: item.id,
+        label: itemLabel(item) || "Wardrobe item",
+        subtitle: [item.brand, item.primaryColor || item.colorLabel, item.category].filter(Boolean).join(" · "),
+      })),
+    },
+  };
+}
+
+export async function handleLaundryIntent(params: {
+  db: Firestore;
+  uid: string;
+  message: string;
+  items: WardrobeItem[];
+}) {
+  const targetStatus = inferStatus(params.message);
+  if (!targetStatus) return null;
+
+  const matches = rankItems(params.message, params.items);
+  if (!matches.length) {
+    return responseBase("I could not find a matching closet item. Which piece should I update?");
+  }
+
+  const best = matches[0];
+  const second = matches[1];
+  const highConfidence = best.score >= 2 && (!second || best.score >= second.score + 2);
+
+  if (!highConfidence) {
+    const label = targetStatus === "clean" ? "clean" : targetStatus === "in_laundry" ? "in laundry" : "needs wash";
+    return confirmationResponse(targetStatus, matches, `I found ${matches.length === 1 ? "one possible match" : `${Math.min(matches.length, 6)} possible matches`}. Which one should be ${label}?`);
+  }
+
+  await params.db.collection("users").doc(params.uid).collection("items").doc(best.item.id).update({
+    status: legacyStatus(targetStatus),
+    laundryStatus: targetStatus,
+    laundryUpdatedAt: FieldValue.serverTimestamp(),
+    ...(targetStatus === "clean"
+      ? {
+          wearCountSinceWash: 0,
+          lastWashedDate: FieldValue.serverTimestamp(),
+          lastWashedAt: FieldValue.serverTimestamp(),
+        }
+      : {}),
+  });
+
+  const label = itemLabel(best.item).toLowerCase();
+  const actionText =
+    targetStatus === "clean"
+      ? "marked as clean"
+      : targetStatus === "in_laundry"
+        ? "moved to laundry"
+        : "marked as needs wash";
+  return responseBase(`Done — I ${actionText} ${label ? `your ${label}` : "that item"}.`);
+}
diff --git a/src/lib/items.ts b/src/lib/items.ts
index dc51b17..f27af6d 100644
--- a/src/lib/items.ts
+++ b/src/lib/items.ts
@@ -15,7 +15,7 @@ import {
 import { db } from "./firebase";
 import { logItemStyleEvent } from "./auraMemory";
 import { buildSignalFromItem, updateAssistantMemoryFromAction } from "./assistantMemory";
-import { ClothingItem, ClothingStatus } from "../types/ClothingItem";
+import { ClothingItem, ClothingStatus, LaundryStatus } from "../types/ClothingItem";
 import { Category } from "../shared/wardrobeTaxonomy";
 
 export type ClosetItem = ClothingItem;
@@ -37,6 +37,11 @@ export type CategoryFilter =
   | "OUTERWEAR"
   | "ACCESSORY";
 export const MAX_WEARS_BEFORE_WASH = 2;
+export const LAUNDRY_STATUS_LABELS: Record<LaundryStatus, string> = {
+  clean: "Clean",
+  needs_wash: "Needs wash",
+  in_laundry: "In laundry",
+};
 export type IngestionStatus = "pending" | "processing" | "done" | "failed";
 export type DraftState = "draft" | "awaiting_confirmation" | "photo_uploaded" | "ingesting" | "ready" | "failed" | "cancelled";
 export type ItemLifecycleStatus =
@@ -61,6 +66,31 @@ function norm(v?: string | null) {
   return (v ?? "").trim().toLowerCase();
 }
 
+export function normalizeLaundryStatus(item: Partial<ClosetItem> | null | undefined): LaundryStatus {
+  const raw = String((item as any)?.laundryStatus ?? "").trim().toLowerCase();
+  if (raw === "clean" || raw === "needs_wash" || raw === "in_laundry") return raw;
+  const legacy = String((item as any)?.status ?? "").trim().toUpperCase();
+  if (legacy === "IN_LAUNDRY") return "in_laundry";
+  if (legacy === "WORN") return "needs_wash";
+  const wears = Number((item as any)?.wearCountSinceWash ?? 0);
+  if (Number.isFinite(wears) && wears >= 3) return "needs_wash";
+  return "clean";
+}
+
+export function legacyStatusForLaundryStatus(status: LaundryStatus): ClothingStatus {
+  if (status === "in_laundry") return "IN_LAUNDRY";
+  if (status === "needs_wash") return "WORN";
+  return "AVAILABLE";
+}
+
+export function isItemClean(item: Partial<ClosetItem> | null | undefined) {
+  return normalizeLaundryStatus(item) === "clean";
+}
+
+export function isItemInLaundry(item: Partial<ClosetItem> | null | undefined) {
+  return normalizeLaundryStatus(item) === "in_laundry";
+}
+
 export function getIngestionStatus(
   item: Partial<ClosetItem> | null | undefined
 ): IngestionStatus | null {
@@ -344,7 +374,7 @@ export async function safeMarkWorn(uid: string, itemId: string) {
   }
 
   const data = snap.data() as Partial<ClosetItem>;
-  if (data.status === "IN_LAUNDRY") {
+  if (normalizeLaundryStatus(data) === "in_laundry") {
     throw new Error("Item is in laundry");
   }
 
@@ -360,8 +390,11 @@ export async function safeMarkWorn(uid: string, itemId: string) {
 
   await updateDoc(ref, {
     status: "WORN",
+    laundryStatus: "needs_wash",
     wearCountSinceWash: increment(1),
     lastWornDate: serverTimestamp(),
+    lastWornAt: serverTimestamp(),
+    laundryUpdatedAt: serverTimestamp(),
   });
   void logItemStyleEvent(uid, "item_worn", {
     ...(data as ClothingItem),
@@ -379,14 +412,46 @@ export async function markWorn(uid: string, itemId: string) {
 
 export async function sendToLaundry(uid: string, itemId: string) {
   const ref = doc(db, "users", uid, "items", itemId);
-  await updateDoc(ref, { status: "IN_LAUNDRY" });
+  await updateDoc(ref, {
+    status: "IN_LAUNDRY",
+    laundryStatus: "in_laundry",
+    laundryUpdatedAt: serverTimestamp(),
+  });
 }
 
 export async function markWashed(uid: string, itemId: string) {
   const ref = doc(db, "users", uid, "items", itemId);
   await updateDoc(ref, {
     status: "AVAILABLE",
+    laundryStatus: "clean",
     wearCountSinceWash: 0,
     lastWashedDate: serverTimestamp(),
+    lastWashedAt: serverTimestamp(),
+    laundryUpdatedAt: serverTimestamp(),
+  });
+}
+
+export async function markNeedsWash(uid: string, itemId: string) {
+  const ref = doc(db, "users", uid, "items", itemId);
+  await updateDoc(ref, {
+    status: "WORN",
+    laundryStatus: "needs_wash",
+    laundryUpdatedAt: serverTimestamp(),
+  });
+}
+
+export async function updateLaundryStatus(uid: string, itemId: string, laundryStatus: LaundryStatus) {
+  const ref = doc(db, "users", uid, "items", itemId);
+  await updateDoc(ref, {
+    status: legacyStatusForLaundryStatus(laundryStatus),
+    laundryStatus,
+    ...(laundryStatus === "clean"
+      ? {
+          wearCountSinceWash: 0,
+          lastWashedDate: serverTimestamp(),
+          lastWashedAt: serverTimestamp(),
+        }
+      : {}),
+    laundryUpdatedAt: serverTimestamp(),
   });
 }
diff --git a/src/types/ClothingItem.ts b/src/types/ClothingItem.ts
index 0b19ca4..482b84b 100644
--- a/src/types/ClothingItem.ts
+++ b/src/types/ClothingItem.ts
@@ -9,6 +9,7 @@ import {
 } from "../shared/wardrobeTaxonomy";
 
 export type ClothingStatus = "AVAILABLE" | "WORN" | "IN_LAUNDRY";
+export type LaundryStatus = "clean" | "needs_wash" | "in_laundry";
 export type ClothingPattern =
   | "solid"
   | "striped"
@@ -33,6 +34,7 @@ export type ClothingItem = {
   }[] | null;
   originalImageUrl?: string | null;
   cleanedImageUrl?: string | null;
+  backgroundRemovalMethod?: "client" | "server" | "none";
 
   // core
   brand: string;
@@ -131,13 +133,25 @@ export type ClothingItem = {
   warmthPreference?: number | null;
   photoUrl?: string | null;
   photoUri?: string | null;
+  isFavorite?: boolean | null;
   visualNormalization?: VisualNormalization | null;
   isDraft?: boolean;
-  draftState?: "draft" | "photo_uploaded" | "ingesting" | "ready" | "failed" | null;
+  draftState?:
+    | "draft"
+    | "awaiting_confirmation"
+    | "photo_uploaded"
+    | "ingesting"
+    | "ready"
+    | "failed"
+    | "cancelled"
+    | null;
 
   // lifecycle
   status: ClothingStatus;
+  laundryStatus?: LaundryStatus | null;
   wearCountSinceWash: number;
+  laundryUpdatedAt?: number | Timestamp | null;
+  lastWornAt?: number | Timestamp | null;
 
   createdAt: number;
   lastWornDate?: number | null;
diff --git a/src/utils/outfitPlanner.ts b/src/utils/outfitPlanner.ts
index 0b2f06e..ff7684f 100644
--- a/src/utils/outfitPlanner.ts
+++ b/src/utils/outfitPlanner.ts
@@ -1,4 +1,4 @@
-import { toCanonicalCategory } from "../../src/lib/items";
+import { normalizeLaundryStatus, toCanonicalCategory } from "../../src/lib/items";
 import { ClothingItem } from "../../src/types/ClothingItem";
 
 export type EventLike = { id: string; title: string; timeLabel?: string };
@@ -130,7 +130,7 @@ export function suggestedVibeForEvent(event?: EventLike) {
 }
 
 export function buildPlannedOutfit(items: ClothingItem[], opts: PlannerOptions): PlannedOutfit {
-  const available = items.filter((item) => item?.id && item.status !== "IN_LAUNDRY");
+  const available = items.filter((item) => item?.id && normalizeLaundryStatus(item) !== "in_laundry");
   const tops = available.filter((item) => toCanonicalCategory(item.category) === "top");
   const bottoms = available.filter((item) => toCanonicalCategory(item.category) === "bottom");
   const shoes = available.filter((item) => toCanonicalCategory(item.category) === "shoes");
diff --git a/src/utils/outfitPlanning.ts b/src/utils/outfitPlanning.ts
index 028f838..9738657 100644
--- a/src/utils/outfitPlanning.ts
+++ b/src/utils/outfitPlanning.ts
@@ -1,4 +1,4 @@
-import { toCanonicalCategory } from "../../src/lib/items";
+import { normalizeLaundryStatus, toCanonicalCategory } from "../../src/lib/items";
 import { ClothingItem } from "../../src/types/ClothingItem";
 import { parseDateValue } from "./date";
 
@@ -173,7 +173,7 @@ export function inferTimelineVibe(events: EventLike[]) {
 }
 
 export function generateDailyPlan(items: ClothingItem[], context: PlannerContext): DailyOutfitPlan {
-  const available = items.filter((item) => item.status !== "IN_LAUNDRY");
+  const available = items.filter((item) => normalizeLaundryStatus(item) !== "in_laundry");
 
   const tops = available.filter((item) => toCanonicalCategory(item.category) === "top");
   const bottoms = available.filter((item) => toCanonicalCategory(item.category) === "bottom");

From 3451d8f6bce5f567fc3417d04d662bbbc868f67f Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:49:13 -0500
Subject: [PATCH 21/93] feat(aura): enhance chat, streaming, and styling
 intelligence

---
 app/(tabs)/ai.tsx                             | 433 ++++++++--
 functions/src/askAura.ts                      |  62 +-
 functions/src/askAuraStream.ts                |  71 +-
 .../src/shared/auraOutfitPhotoAnalysis.ts     | 197 +++++
 functions/src/shared/auraPrompt.ts            |   3 +
 functions/src/transcribeAuraAudio.ts          |  34 +
 shared/auraMemory.ts                          | 795 ++++++++++++++++++
 src/components/ai/AuraChatDrawer.tsx          | 572 ++++++++++++-
 src/components/ai/AuraQuickChips.tsx          |  45 +-
 src/components/ai/AuraReplyCard.tsx           | 242 +++++-
 src/components/ai/ChatList.tsx                |   8 +-
 src/components/ai/ChatMessage.tsx             |  18 +-
 src/components/ai/InputBar.tsx                |  51 +-
 src/components/ai/OutfitMessage.tsx           |   8 +-
 src/components/ai/aiTheme.ts                  |  32 +-
 src/lib/aiChats.ts                            | 346 +++++++-
 src/lib/assistantMemory.ts                    |   8 +
 src/lib/aura.ts                               |  66 +-
 src/lib/auraAttachments.ts                    |  84 +-
 src/lib/auraIntent.ts                         |   6 +
 src/lib/auraLooks.ts                          |  44 +-
 src/lib/auraMemory.ts                         |  32 +-
 src/lib/auraSwipe.ts                          |  88 ++
 src/types/aura.ts                             |  43 +-
 src/utils/dailyOutfits.ts                     |  43 +-
 25 files changed, 3052 insertions(+), 279 deletions(-)
 create mode 100644 functions/src/shared/auraOutfitPhotoAnalysis.ts
 create mode 100644 functions/src/transcribeAuraAudio.ts
 create mode 100644 shared/auraMemory.ts

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 6f23140..26344ac 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -2,7 +2,7 @@ import { LinearGradient } from "expo-linear-gradient";
 import * as ImagePicker from "expo-image-picker";
 import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
-import { Animated, Alert, Keyboard, KeyboardEvent, Platform, Pressable, Text, View } from "react-native";
+import { Animated, Alert, Keyboard, KeyboardEvent, Platform, Share, Text, View } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import AuraHeader from "@/src/components/ai/AuraHeader";
@@ -12,6 +12,7 @@ import ChatList from "@/src/components/ai/ChatList";
 import InputBar from "@/src/components/ai/InputBar";
 import { auraTheme } from "@/src/components/ai/aiTheme";
 import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
+import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
 import type {
   AIMessage,
   ChatAttachment,
@@ -26,6 +27,7 @@ import { logAuraLookStyleEvent, updateAuraSessionContextFromPrompt } from "@/src
 import {
   type AuraCandidateLocalPhoto,
   createAuraItemDraftsFromCandidates,
+  createAuraItemDraftsFromDetectedOutfit,
   uploadAuraAttachment,
   uploadAuraAttachments,
 } from "@/src/lib/auraAttachments";
@@ -33,20 +35,28 @@ import { classifyAuraImageIntent } from "@/src/lib/auraIntent";
 import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
 import { saveAuraOutfitFeedback } from "@/src/lib/auraOutfitFeedback";
 import { generateAuraSwipeBatch } from "@/src/lib/auraSwipe";
-import { listenToItems } from "@/src/lib/items";
+import { notificationSuccess } from "@/src/lib/haptics";
+import { listenToItems, updateLaundryStatus } from "@/src/lib/items";
+import { buildMinimumClosetSummary } from "@/src/lib/minimumCloset";
 import { Toast } from "@/src/lib/toast";
 import {
   appendMessageToChat,
   createChatThread,
+  deleteChatThread,
   loadChatMessages,
   loadLatestChatThread,
   loadRecentChatThreads,
+  renameChatThread,
+  setChatArchived,
+  setChatPinned,
+  summarizeChatTitle,
   type AIChatThread,
+  updateChatThread,
 } from "@/src/lib/aiChats";
 import { clearLatestChatCache, loadLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
-import type { AuraCandidateAction, AuraCandidateItem, AuraLookAction, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
+import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLookAction, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import { savePlannedRecord } from "@/src/utils/dailyOutfits";
+import { markAnalyzedOutfitWorn, savePlannedRecord } from "@/src/utils/dailyOutfits";
 
 const DEFAULT_CHIPS = [
   "Style me today",
@@ -65,6 +75,7 @@ const DEFAULT_COMPOSER_HEIGHT = 56;
 const AURA_OFFLINE_MESSAGE = "AURA is having trouble connecting right now. Try again in a moment.";
 const AURA_DRAFT_FAILURE_MESSAGE = "I couldn't create that wardrobe draft. Please try again.";
 const AURA_ATTACHMENT_FAILURE_MESSAGE = "I couldn't upload that attachment. Please try again.";
+const RECENT_CHAT_LIMIT = 24;
 const DEBUG_AURA_CLIENT =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const MULTI_OUTFIT_REQUEST_RE =
@@ -100,6 +111,28 @@ function createUserMessageWithAttachments(text: string, attachments: ChatAttachm
   };
 }
 
+function buildChatSeedText(prompt: string, attachments: ChatAttachment[]) {
+  if (prompt.trim()) return prompt.trim();
+  if (attachments.some((attachment) => attachment.type === "image")) {
+    return "Analyze this outfit photo";
+  }
+  if (attachments.some((attachment) => attachment.type === "audio")) {
+    return "Voice styling request";
+  }
+  return "New stylist chat";
+}
+
+function deriveAssistantChatTitle(prompt: string, message: AIMessage) {
+  return summarizeChatTitle({
+    userText: prompt,
+    assistantText:
+      message.aura?.title ??
+      message.aura?.reply ??
+      message.assistantIntroText ??
+      message.text,
+  });
+}
+
 function createLocalAttachmentId() {
   return `att-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
 }
@@ -137,6 +170,10 @@ function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
     return "I found this item. Give it a quick review and I can take the next step.";
   }
 
+  if (data.outfitAnalysis) {
+    return "I found this outfit. Review the pieces before saving or adding them.";
+  }
+
   if (hasLooks) {
     if (/\bjacket|jackets|coat|coats|blazer|blazers|outerwear\b/.test(request)) {
       return "Got you — I kept jackets as the main layer and built the outfits around them.";
@@ -160,6 +197,10 @@ function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
     return "I found this item. Review it before I add it to your wardrobe.";
   }
 
+  if (data.presentation === "laundry_confirmation") {
+    return reply || "Which item did you mean?";
+  }
+
   if (/\bswipe|training|taste|learn\b/.test(request)) {
     return "Here are a few quick outfit edits. Swipe through them so I can learn your taste.";
   }
@@ -180,6 +221,28 @@ function buildAuraLookFeedbackPrompt(action: AuraLookAction, promptBase: string)
   return "";
 }
 
+function buildShareTranscript(thread: AIChatThread, messages: AIMessage[]) {
+  const lines = messages
+    .filter((entry) => entry.type === "user" || entry.type === "assistant")
+    .slice(-12)
+    .map((entry) => {
+      const speaker = entry.type === "user" ? "You" : "AURA";
+      const body =
+        String(entry.assistantIntroText ?? entry.text ?? "").trim() ||
+        (entry.aura?.lookOptions?.length
+          ? `${entry.aura.lookOptions.length} outfit options`
+          : entry.aura?.look
+            ? entry.aura.look.lookTitle
+            : entry.outfits?.length
+              ? `${entry.outfits.length} outfit suggestions`
+              : "");
+      return body ? `${speaker}: ${body}` : null;
+    })
+    .filter(Boolean);
+
+  return [`${summarizeChatTitle({ userText: thread.title, assistantText: thread.lastMessagePreview })}`, "", ...lines].join("\n");
+}
+
 function resolveLocalPhotosForAuraCandidates(
   messages: AIMessage[],
   sourceMessage: AIMessage,
@@ -217,6 +280,20 @@ function resolveLocalPhotosForAuraCandidates(
   return localByCandidateId;
 }
 
+function resolveOutfitSourcePhoto(messages: AIMessage[], sourceMessage: AIMessage) {
+  const previousUserMessages = messages
+    .filter(
+      (message) =>
+        message.type === "user" &&
+        message.createdAt <= sourceMessage.createdAt &&
+        message.attachments?.some((attachment) => attachment.type === "image")
+    )
+    .sort((a, b) => b.createdAt - a.createdAt);
+  return previousUserMessages
+    .flatMap((message) => message.attachments ?? [])
+    .find((attachment): attachment is ChatImageAttachment => attachment.type === "image");
+}
+
 function createAssistantMessage(
   data: AuraResponse,
   overrides?: Partial<AIMessage>,
@@ -234,6 +311,9 @@ function createAssistantMessage(
   const shouldUseCard =
     normalizedData.presentation === "card" ||
     normalizedData.presentation === "candidate_preview" ||
+    normalizedData.presentation === "laundry_confirmation" ||
+    normalizedData.presentation === "outfit_analysis" ||
+    !!normalizedData.outfitAnalysis ||
     !!normalizedData.look ||
     !!normalizedData.lookOptions?.length ||
     !!candidateItems.length ||
@@ -283,6 +363,17 @@ function requestedOutfitCount(prompt: string) {
   return 3;
 }
 
+function explicitRequestedOutfitCount(prompt: string) {
+  const normalized = String(prompt ?? "").toLowerCase();
+  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
+  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
+  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
+  if (/\bmultiple\s+(?:outfits?|looks?|options?)\b/.test(normalized)) return 3;
+  if (/\bmore\s+options\b/.test(normalized)) return 3;
+  if (/\bfew\s+outfits?\b/.test(normalized)) return 3;
+  return null;
+}
+
 const OUTFIT_REFINEMENT_RE =
   /\b(with|without|more|less|make|push|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?)\b/i;
 
@@ -327,6 +418,23 @@ function wantsStructuredOutfitBatch(
   return latestAuraLookCount(messages) > 0 && OUTFIT_REFINEMENT_RE.test(prompt);
 }
 
+function resolveStructuredBatchLookCount(
+  prompt: string,
+  structuredBatchPrompt: string,
+  messages: AIMessage[],
+) {
+  const explicitCurrentCount = explicitRequestedOutfitCount(prompt);
+  if (explicitCurrentCount) return explicitCurrentCount;
+
+  const explicitStructuredCount = explicitRequestedOutfitCount(structuredBatchPrompt);
+  if (explicitStructuredCount) return explicitStructuredCount;
+
+  const latestLookCount = latestAuraLookCount(messages);
+  if (latestLookCount > 0) return latestLookCount;
+
+  return requestedOutfitCount(structuredBatchPrompt || prompt);
+}
+
 function promptRequestsOuterwear(prompt: string) {
   return OUTERWEAR_REQUEST_RE.test(String(prompt ?? ""));
 }
@@ -503,7 +611,7 @@ function buildAuraResponseFromSwipeBatch(
           : "Outfit Option",
     reply:
       wantsOuterwear && !hasOuterwearLooks && !hasOuterwearInCloset
-        ? "I couldn't build jacket looks because I couldn't find outerwear in your closet yet."
+        ? "A jacket or layer would open this up. I’ll keep the current looks to pieces you already own."
         : wantsOuterwear && !hasOuterwearLooks
           ? "I couldn't build reliable jacket looks from the current generator, so I repaired the closest structured options with outerwear from your closet."
           : count > 1
@@ -623,6 +731,7 @@ export default function AIScreen() {
   const auraThinking = useRef(new Animated.Value(0)).current;
   const uid = user?.uid ?? null;
   const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
+  const minimumClosetSummary = useMemo(() => buildMinimumClosetSummary(items), [items]);
 
   useFocusEffect(
     React.useCallback(() => {
@@ -840,7 +949,7 @@ export default function AIScreen() {
         if (shouldLoadSpecificChat) {
           consumedChatTokens.add(`${routeChatKey}:${routeChatId}`);
           const threadMessages = await loadChatMessages(uid, routeChatId);
-          const recent = await loadRecentChatThreads(uid, 6);
+          const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
           if (!cancelled) {
             setMessages(threadMessages);
             setActiveChatId(routeChatId);
@@ -852,7 +961,7 @@ export default function AIScreen() {
         }
 
         const latestThread = await loadLatestChatThread(uid);
-        const recent = await loadRecentChatThreads(uid, 6);
+        const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
         if (!cancelled && latestThread?.chatId) {
           const threadMessages = await loadChatMessages(uid, latestThread.chatId);
           setMessages(threadMessages);
@@ -884,6 +993,91 @@ export default function AIScreen() {
     void saveLatestChatCache(uid, activeChatId, null, messages);
   }, [activeChatId, isBooting, messages, uid]);
 
+  const refreshRecentThreads = React.useCallback(async () => {
+    if (!uid) return [];
+    const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
+    setRecentThreads(recent);
+    return recent;
+  }, [uid]);
+
+  const handleShareChatThread = React.useCallback(
+    async (thread: AIChatThread) => {
+      if (!uid) return;
+      const threadMessages = await loadChatMessages(uid, thread.chatId);
+      const message = buildShareTranscript(thread, threadMessages);
+      await Share.share({
+        title: summarizeChatTitle({
+          userText: thread.title,
+          assistantText: thread.lastMessagePreview,
+        }),
+        message,
+      });
+    },
+    [uid],
+  );
+
+  const handleAddThreadToProject = React.useCallback(async () => {
+    Alert.alert("Projects", "Projects are coming soon.");
+  }, []);
+
+  const handleTogglePinnedThread = React.useCallback(
+    async (thread: AIChatThread) => {
+      if (!uid) return;
+      await setChatPinned(uid, thread.chatId, !thread.pinned);
+      await refreshRecentThreads();
+    },
+    [refreshRecentThreads, uid],
+  );
+
+  const handleRenameThread = React.useCallback(
+    async (thread: AIChatThread, title: string) => {
+      if (!uid) return;
+      await renameChatThread(uid, thread.chatId, title);
+      setRecentThreads((prev) =>
+        prev.map((entry) =>
+          entry.chatId === thread.chatId
+            ? { ...entry, title, titleEdited: true, updatedAt: Date.now() }
+            : entry,
+        ),
+      );
+      if (activeChatId === thread.chatId) {
+        await saveLatestChatCache(uid, thread.chatId, null, latestMessagesRef.current);
+      }
+      await refreshRecentThreads();
+    },
+    [activeChatId, refreshRecentThreads, uid],
+  );
+
+  const handleArchiveThread = React.useCallback(
+    async (thread: AIChatThread) => {
+      if (!uid) return;
+      await setChatArchived(uid, thread.chatId, true);
+      setRecentThreads((prev) => prev.filter((entry) => entry.chatId !== thread.chatId));
+      if (activeChatId === thread.chatId) {
+        setActiveChatId(null);
+        setMessages([]);
+        await clearLatestChatCache(uid);
+      }
+      await refreshRecentThreads();
+    },
+    [activeChatId, refreshRecentThreads, uid],
+  );
+
+  const handleDeleteThread = React.useCallback(
+    async (thread: AIChatThread) => {
+      if (!uid) return;
+      await deleteChatThread(uid, thread.chatId);
+      setRecentThreads((prev) => prev.filter((entry) => entry.chatId !== thread.chatId));
+      if (activeChatId === thread.chatId) {
+        setActiveChatId(null);
+        setMessages([]);
+        await clearLatestChatCache(uid);
+      }
+      await refreshRecentThreads();
+    },
+    [activeChatId, refreshRecentThreads, uid],
+  );
+
   useEffect(() => {
     const updateKeyboardHeight = (event: KeyboardEvent) => {
       const nextHeight = Math.max(0, layout.height - event.endCoordinates.screenY);
@@ -951,6 +1145,7 @@ export default function AIScreen() {
       }
 
       const userMessage = createUserMessageWithAttachments(prompt, uploadedAttachments);
+      const chatSeedText = buildChatSeedText(prompt, uploadedAttachments);
       const nextLocalMessages = [...latestMessagesRef.current, userMessage];
       const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, latestMessagesRef.current);
       const shouldForceStructuredBatch = wantsStructuredOutfitBatch(
@@ -972,13 +1167,13 @@ export default function AIScreen() {
 
       try {
         if (!chatId) {
-          const chat = await createChatThread(uid, prompt);
+          const chat = await createChatThread(uid, chatSeedText);
           chatId = chat.chatId;
           setActiveChatId(chat.chatId);
         }
 
         void updateAuraSessionContextFromPrompt(uid, chatId, prompt);
-        await appendMessageToChat(uid, chatId, userMessage, { titleFromUserText: prompt || "Image message" });
+        await appendMessageToChat(uid, chatId, userMessage, { titleFromUserText: chatSeedText });
 
         const imageIntent = classifyAuraImageIntent(prompt, uploadedAttachments);
         if (DEBUG_AURA_CLIENT) {
@@ -1008,8 +1203,11 @@ export default function AIScreen() {
         }
 
         if (shouldForceStructuredBatch) {
-          const desiredLookCount =
-            latestAuraLookCount(latestMessagesRef.current) || requestedOutfitCount(structuredBatchPrompt);
+          const desiredLookCount = resolveStructuredBatchLookCount(
+            prompt,
+            structuredBatchPrompt,
+            latestMessagesRef.current,
+          );
           if (DEBUG_AURA_CLIENT) {
             console.log("[AURA_MULTI]", "frontend structured batch request", {
               prompt,
@@ -1022,7 +1220,7 @@ export default function AIScreen() {
             const noOuterwearResponse: AuraResponse = {
               title: "No outerwear found",
               reply:
-                "I couldn't build jacket looks because I couldn't find outerwear in your closet yet. Add a jacket, blazer, hoodie, coat, or overshirt and I can redo this.",
+                "A jacket or layer would open this up. Add one jacket, blazer, hoodie, coat, or overshirt and I can build layered looks without inventing pieces you do not own.",
               reason: "",
               outfitItems: [],
               ownedPieces: [],
@@ -1039,7 +1237,10 @@ export default function AIScreen() {
             });
             setMessages([...nextLocalMessages, assistantMessage]);
             await appendMessageToChat(uid, chatId, assistantMessage);
-            const recent = await loadRecentChatThreads(uid, 6);
+            await updateChatThread(uid, chatId, {
+              title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
+            });
+            const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
             setRecentThreads(recent);
             return;
           }
@@ -1070,7 +1271,10 @@ export default function AIScreen() {
           setMessages([...nextLocalMessages, assistantMessage]);
           setQuickChips(batchResponse.chips?.length ? batchResponse.chips : DEFAULT_CHIPS);
           await appendMessageToChat(uid, chatId, assistantMessage);
-          const recent = await loadRecentChatThreads(uid, 6);
+          await updateChatThread(uid, chatId, {
+            title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
+          });
+          const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
           setRecentThreads(recent);
           return;
         }
@@ -1089,11 +1293,14 @@ export default function AIScreen() {
 
         const result = await askAuraStream(
           {
-          message: prompt,
-          chatId,
-          attachments: uploadedAttachments,
-          history: buildAuraHistory(nextLocalMessages),
-          clientIntent: imageIntent,
+            message: prompt,
+            chatId,
+            attachments: uploadedAttachments,
+            history: buildAuraHistory(nextLocalMessages),
+            clientIntent: imageIntent,
+            clientContext: {
+              minimumCloset: minimumClosetSummary,
+            },
           },
           {
             onStatus: () => {
@@ -1162,8 +1369,11 @@ export default function AIScreen() {
           !result.look &&
           !(result.lookOptions?.length)
         ) {
-          const desiredLookCount =
-            latestAuraLookCount(nextLocalMessages) || requestedOutfitCount(structuredBatchPrompt);
+          const desiredLookCount = resolveStructuredBatchLookCount(
+            prompt,
+            structuredBatchPrompt,
+            nextLocalMessages,
+          );
           if (DEBUG_AURA_CLIENT) {
             console.log("[AURA_MULTI]", "stream returned no structured looks; using frontend batch fallback", {
               prompt,
@@ -1200,10 +1410,13 @@ export default function AIScreen() {
         );
         setQuickChips(finalResult.chips?.length ? finalResult.chips : DEFAULT_CHIPS);
         await appendMessageToChat(uid, chatId, assistantMessage);
+        await updateChatThread(uid, chatId, {
+          title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
+        });
         if (DEBUG_AURA_CLIENT) {
           console.log("[AURA_STREAM]", "stream flow complete", { uid, chatId });
         }
-        const recent = await loadRecentChatThreads(uid, 6);
+        const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
         setRecentThreads(recent);
       } catch (error) {
         console.log("[AURA_ERROR]", "ask failed", {
@@ -1219,7 +1432,7 @@ export default function AIScreen() {
         setLoading(false);
       }
     },
-    [activeChatId, items, loading, message, pendingAttachments, triggerThinkingPulse, uid]
+    [activeChatId, items, loading, message, minimumClosetSummary, pendingAttachments, triggerThinkingPulse, uid]
   );
 
   const handleAuraLookAction = React.useCallback(
@@ -1236,6 +1449,7 @@ export default function AIScreen() {
       if (action === "saveLook") {
         try {
           await saveAuraLook(uid, look, { title: sourceMessage.aura?.title });
+          void notificationSuccess();
           Toast.saved();
         } catch (error: any) {
           Toast.error("Save failed", error?.message ?? "Unable to save this look.");
@@ -1245,6 +1459,7 @@ export default function AIScreen() {
       if (action === "planForToday") {
         try {
           await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
+          void notificationSuccess();
           Toast.success("Planned", "This look is now attached to today.");
         } catch (error: any) {
           Toast.error("Plan failed", error?.message ?? "Unable to plan this look for today.");
@@ -1418,6 +1633,8 @@ export default function AIScreen() {
         setMessages((prev) => appendUniqueSystemMessage(prev, systemMessage.text ?? ""));
         if (activeChatId) {
           await appendMessageToChat(uid, activeChatId, systemMessage);
+          const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
+          setRecentThreads(recent);
         }
       } catch (error) {
         console.log("[AURA_CONFIRM_ERROR]", "candidate action failed", {
@@ -1433,6 +1650,93 @@ export default function AIScreen() {
     [activeChatId, uid, updateCandidateStatuses]
   );
 
+  const handleAuraOutfitPhotoAction = React.useCallback(
+    async (action: import("@/src/types/aura").AuraOutfitPhotoAction, sourceMessage: AIMessage) => {
+      if (!uid) {
+        Alert.alert("AURA", "Please sign in to save this outfit.");
+        return;
+      }
+      const analysis = sourceMessage.aura?.outfitAnalysis;
+      if (!analysis) return;
+      const sourcePhoto = resolveOutfitSourcePhoto(latestMessagesRef.current, sourceMessage);
+      const sourceImageUrl = analysis.sourceImageUrl || sourcePhoto?.uri || null;
+
+      if (action.type === "improve_outfit") {
+        const pieces = analysis.detectedPieces
+          .map((piece) => [piece.color, piece.label].filter(Boolean).join(" "))
+          .filter(Boolean)
+          .join(", ");
+        void handleAsk(`How do I improve this outfit? Visible pieces: ${pieces || "use the uploaded outfit photo context"}.`);
+        return;
+      }
+
+      if (action.type === "add_pieces_to_closet") {
+        try {
+          const created = await createAuraItemDraftsFromDetectedOutfit({
+            uid,
+            pieces: analysis.detectedPieces,
+            sourceImageUrl,
+            prompt: sourceMessage.text ?? sourceMessage.aura?.reply ?? "Outfit photo analysis",
+          });
+          Toast.success(
+            "Drafts created",
+            created.length === 1
+              ? "Added one outfit piece draft using the original photo as reference."
+              : `Added ${created.length} outfit piece drafts using the original photo as reference.`
+          );
+        } catch (error: any) {
+          Toast.error("Drafts failed", error?.message ?? "Unable to create outfit piece drafts.");
+        }
+        return;
+      }
+
+      if (action.type === "save_worn_outfit") {
+        try {
+          await markAnalyzedOutfitWorn(uid, new Date(), {
+            detectedPieces: analysis.detectedPieces,
+            outfitVibe: analysis.outfitVibe ?? null,
+            stylingNotes: analysis.stylingNotes ?? [],
+            missingToComplete: analysis.missingToComplete ?? [],
+            sourceImageUrl,
+            wornAt: Date.now(),
+          });
+          Toast.success("Saved", "This outfit is saved as worn today.");
+        } catch (error: any) {
+          Toast.error("Save failed", error?.message ?? "Unable to save this worn outfit.");
+        }
+      }
+    },
+    [handleAsk, uid]
+  );
+
+  const handleAuraLaundryAction = React.useCallback(
+    async (action: AuraLaundryConfirmationAction) => {
+      if (!uid) {
+        Alert.alert("AURA", "Please sign in to update laundry.");
+        return;
+      }
+      try {
+        await updateLaundryStatus(uid, action.itemId, action.targetStatus);
+        const item = itemsById.get(action.itemId);
+        const label = item?.name || item?.subCategory || item?.category || "that item";
+        const statusLabel =
+          action.targetStatus === "clean"
+            ? "clean"
+            : action.targetStatus === "in_laundry"
+              ? "in laundry"
+              : "needs wash";
+        const systemMessage = createSystemMessage(`Done — marked ${label} as ${statusLabel}.`);
+        setMessages((prev) => appendUniqueSystemMessage(prev, systemMessage.text ?? ""));
+        if (activeChatId) {
+          await appendMessageToChat(uid, activeChatId, systemMessage);
+        }
+      } catch (error: any) {
+        Alert.alert("Laundry", error?.message ?? "Could not update that item.");
+      }
+    },
+    [activeChatId, itemsById, uid]
+  );
+
   useEffect(() => {
     if (!routePrompt || isBooting || !uid) return;
     const token = `${routePromptKey}:${routePrompt}`;
@@ -1523,76 +1827,19 @@ export default function AIScreen() {
         </View>
 
         <View
-        style={{
-          paddingHorizontal: layout.horizontalPadding,
-          paddingTop: 0,
-          paddingBottom: 0,
-          marginTop: 4,
-          marginBottom: 6,
-        }}
-      >
-          <View
           style={{
-            borderRadius: 20,
-            overflow: "hidden",
-            borderWidth: 1,
-            borderColor: "rgba(243,223,195,0.18)",
+            paddingHorizontal: layout.horizontalPadding,
+            paddingTop: 2,
+            paddingBottom: 0,
+            marginTop: 2,
+            marginBottom: 6,
           }}
         >
-            <Pressable
+          <AuraTrainingCard
+            colors={colors}
+            variant="compact"
             onPress={() => router.push("/aura/swipe")}
-            style={({ pressed }) => ({
-              paddingHorizontal: 14,
-              paddingVertical: 12,
-              backgroundColor: pressed ? auraTheme.accentTintStrong : "rgba(18,21,28,0.88)",
-            })}
-          >
-              <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
-                <View style={{ flex: 1, gap: 2 }}>
-                  <Animated.Text
-                  style={{
-                    color: colors.auraChampagne,
-                    fontSize: 10.5,
-                    fontWeight: "800",
-                    letterSpacing: 1.4,
-                  }}
-                >
-                  AURA TRAINING
-                </Animated.Text>
-                  <Animated.Text
-                  style={{
-                    color: colors.text,
-                    fontSize: 15,
-                    fontWeight: "800",
-                    letterSpacing: -0.25,
-                  }}
-                >
-                  Swipe through outfit edits
-                </Animated.Text>
-                </View>
-                <View
-                style={{
-                  borderRadius: 999,
-                  borderWidth: 1,
-                  borderColor: "rgba(184,217,255,0.2)",
-                  backgroundColor: "rgba(255,255,255,0.04)",
-                  paddingHorizontal: 10,
-                  paddingVertical: 6,
-                }}
-              >
-                  <Animated.Text
-                  style={{
-                    color: colors.text,
-                    fontSize: 11.5,
-                    fontWeight: "800",
-                  }}
-                >
-                  Open
-                </Animated.Text>
-                </View>
-              </View>
-            </Pressable>
-          </View>
+          />
         </View>
 
         <View style={{ flex: 1, marginTop: 8, minHeight: 0 }}>
@@ -1614,6 +1861,8 @@ export default function AIScreen() {
           }}
           onAuraAction={handleAuraLookAction}
           onAuraCandidateAction={handleAuraCandidateAction}
+          onAuraOutfitPhotoAction={handleAuraOutfitPhotoAction}
+          onAuraLaundryAction={handleAuraLaundryAction}
           />
           {showKeyboardWatermark ? (
             <Text
@@ -1671,6 +1920,12 @@ export default function AIScreen() {
         activeChatId={activeChatId}
         threads={recentThreads}
         onClose={() => setChatDrawerOpen(false)}
+        onShareChat={handleShareChatThread}
+        onAddToProject={handleAddThreadToProject}
+        onTogglePin={handleTogglePinnedThread}
+        onRenameChat={handleRenameThread}
+        onArchiveChat={handleArchiveThread}
+        onDeleteChat={handleDeleteThread}
         onSelectChat={async (thread) => {
           if (!uid) return;
           const threadMessages = await loadChatMessages(uid, thread.chatId);
diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index 1c58003..f8a9b25 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -14,8 +14,10 @@ import {
 import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
 import { buildAuraContext } from "./shared/buildAuraContext";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
+import { analyzeOutfitPhoto, isOutfitPhotoIntent } from "./shared/auraOutfitPhotoAnalysis";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
+import { handleLaundryIntent } from "./shared/laundryIntent";
 import {
   ProductLinkError,
   extractProductFromUrl,
@@ -26,8 +28,40 @@ const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
 const DEBUG_AURA_SPARSE =
   process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
 
+function sanitizeUserInput(input: string): string {
+  return input
+    .trim()
+    .replace(/\0/g, "")
+    .slice(0, 2000)
+    .replace(/ignore previous instructions/gi, "")
+    .replace(/forget everything/gi, "")
+    .replace(/you are now/gi, "")
+    .replace(/system:/gi, "")
+    .replace(/assistant:/gi, "");
+}
+
+function styleCoreNoteFromClientContext(value: unknown) {
+  const context = (value && typeof value === "object"
+    ? (value as Record<string, unknown>).minimumCloset
+    : null) as Record<string, unknown> | null;
+  if (!context || typeof context !== "object") return "";
+
+  const progress = String(context.styleCoreProgress ?? "").trim();
+  const nextBestAdd = String(context.nextBestAdd ?? "").trim();
+  const outfitRange = Number(context.outfitRange ?? 0);
+  const nudge = String(context.nudge ?? "").trim();
+
+  return [
+    progress ? `Style core: ${progress}.` : "",
+    nextBestAdd ? `Next best add: ${nextBestAdd}.` : "",
+    Number.isFinite(outfitRange) && outfitRange > 0 ? `Outfit range signal: ${outfitRange}+ paths.` : "",
+    nudge,
+    "Use this naturally; do not say minimum closet target, estimated combinations, or missing categories.",
+  ].filter(Boolean).join(" ");
+}
+
 type AuraResponse = {
-  presentation: "chat" | "card" | "candidate_preview";
+  presentation: "chat" | "card" | "candidate_preview" | "laundry_confirmation";
   title: string;
   reply: string;
   reason: string;
@@ -86,6 +120,10 @@ type AuraResponse = {
   }[];
   candidates?: AuraCandidateItem[];
   candidateItems?: AuraCandidateItem[];
+  laundryAction?: {
+    targetStatus: "clean" | "needs_wash" | "in_laundry";
+    matches: { itemId: string; label: string; subtitle?: string }[];
+  };
 };
 
 type AuraAttachment = {
@@ -674,7 +712,7 @@ export const askAura = onCall(
     logger.info("[AURA_BACKEND_VERSION] askAura callable entry", {
       version: AURA_BACKEND_VERSION,
       requestKeys: Object.keys(request.data ?? {}),
-      prompt: typeof request.data?.message === "string" ? request.data.message : null,
+      promptLength: typeof request.data?.message === "string" ? request.data.message.length : 0,
       attachmentCount: Array.isArray(request.data?.attachments) ? request.data.attachments.length : 0,
       clientIntent: typeof request.data?.clientIntent === "string" ? request.data.clientIntent : null,
     });
@@ -683,7 +721,8 @@ export const askAura = onCall(
       throw new HttpsError("unauthenticated", "User must be signed in.");
     }
 
-    const userMessage = String(request.data?.message || "").trim();
+    const userMessage = sanitizeUserInput(String(request.data?.message || ""));
+    const styleCoreNote = styleCoreNoteFromClientContext(request.data?.clientContext);
     const attachments = parseAuraAttachments(request.data?.attachments);
     const clientIntent = typeof request.data?.clientIntent === "string" ? request.data.clientIntent : null;
     const linkIntent = classifyAuraLinkIntent(userMessage);
@@ -710,7 +749,7 @@ export const askAura = onCall(
             if (!entry || typeof entry !== "object") return null;
             const candidate = entry as Record<string, unknown>;
             const role = candidate.role === "assistant" ? "assistant" : candidate.role === "user" ? "user" : null;
-            const text = String(candidate.text ?? "").trim();
+            const text = sanitizeUserInput(String(candidate.text ?? ""));
             if (!role || !text) return null;
             return { role, text };
           })
@@ -732,6 +771,15 @@ export const askAura = onCall(
     });
     const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, clientIntent);
 
+    if (isOutfitPhotoIntent(clientIntent)) {
+      logger.info("[AURA_OUTFIT_PHOTO] callable outfit analysis intent classified", {
+        uid,
+        attachmentCount: attachments.length,
+      });
+      const data = await analyzeOutfitPhoto({ client, attachments, userMessage });
+      return { ok: true, data };
+    }
+
     if (imageCandidateGroups.length > 0) {
       logger.info("[AURA_CANDIDATE] image add intent classified", {
         uid,
@@ -831,6 +879,11 @@ export const askAura = onCall(
       ...doc.data(),
     })) as (Record<string, unknown> & { id: string })[];
 
+    const laundryResponse = await handleLaundryIntent({ db, uid, message: userMessage, items });
+    if (laundryResponse) {
+      return { ok: true, data: laundryResponse };
+    }
+
     const auraMemory = await loadCompactAuraMemoryContext(
       db,
       uid,
@@ -890,6 +943,7 @@ export const askAura = onCall(
                   `User profile:\n${JSON.stringify(userProfile, null, 2)}\n\n` +
                   `Aura context:\n${JSON.stringify(auraContext, null, 2)}\n\n` +
                   `Stylist brief:\n${auraContext.stylistBrief || "Personalize lightly."}\n\n` +
+                  `Style core note:\n${styleCoreNote || "None."}\n\n` +
                   `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
                   `Product link context:\n${linkProductContext}\n\n` +
                   `Attachments:\n${attachmentContextText(attachments)}\n\n` +
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 57e9b1b..49c0040 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -17,8 +17,10 @@ import {
 import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
 import { buildAuraContext } from "./shared/buildAuraContext";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
+import { analyzeOutfitPhoto, isOutfitPhotoIntent } from "./shared/auraOutfitPhotoAnalysis";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
+import { handleLaundryIntent } from "./shared/laundryIntent";
 import { extractProductUrlMetadata } from "./shared/productUrlMetadata";
 import {
   ProductLinkError,
@@ -30,8 +32,40 @@ const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
 const DEBUG_AURA_SPARSE =
   process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
 
+function sanitizeUserInput(input: string): string {
+  return input
+    .trim()
+    .replace(/\0/g, "")
+    .slice(0, 2000)
+    .replace(/ignore previous instructions/gi, "")
+    .replace(/forget everything/gi, "")
+    .replace(/you are now/gi, "")
+    .replace(/system:/gi, "")
+    .replace(/assistant:/gi, "");
+}
+
+function styleCoreNoteFromClientContext(value: unknown) {
+  const context = (value && typeof value === "object"
+    ? (value as Record<string, unknown>).minimumCloset
+    : null) as Record<string, unknown> | null;
+  if (!context || typeof context !== "object") return "";
+
+  const progress = String(context.styleCoreProgress ?? "").trim();
+  const nextBestAdd = String(context.nextBestAdd ?? "").trim();
+  const outfitRange = Number(context.outfitRange ?? 0);
+  const nudge = String(context.nudge ?? "").trim();
+
+  return [
+    progress ? `Style core: ${progress}.` : "",
+    nextBestAdd ? `Next best add: ${nextBestAdd}.` : "",
+    Number.isFinite(outfitRange) && outfitRange > 0 ? `Outfit range signal: ${outfitRange}+ paths.` : "",
+    nudge,
+    "Use this naturally; do not say minimum closet target, estimated combinations, or missing categories.",
+  ].filter(Boolean).join(" ");
+}
+
 type AuraResponse = {
-  presentation: "chat" | "card" | "candidate_preview";
+  presentation: "chat" | "card" | "candidate_preview" | "laundry_confirmation";
   title: string;
   reply: string;
   reason: string;
@@ -90,6 +124,10 @@ type AuraResponse = {
   }[];
   candidates?: AuraCandidateItem[];
   candidateItems?: AuraCandidateItem[];
+  laundryAction?: {
+    targetStatus: "clean" | "needs_wash" | "in_laundry";
+    matches: { itemId: string; label: string; subtitle?: string }[];
+  };
 };
 
 type AuraAttachment = {
@@ -1014,13 +1052,14 @@ export const askAuraStream = onRequest(
         version: AURA_BACKEND_VERSION,
         method: req.method,
         requestKeys: Object.keys(req.body ?? {}),
-        prompt: typeof req.body?.message === "string" ? req.body.message : null,
+        promptLength: typeof req.body?.message === "string" ? req.body.message.length : 0,
         attachmentCount: Array.isArray(req.body?.attachments) ? req.body.attachments.length : 0,
         clientIntent: typeof req.body?.clientIntent === "string" ? req.body.clientIntent : null,
       });
       const decodedToken = await getAuth().verifyIdToken(idToken);
       const uid = decodedToken.uid;
-      const userMessage = String(req.body?.message ?? "").trim();
+      const userMessage = sanitizeUserInput(String(req.body?.message ?? ""));
+      const styleCoreNote = styleCoreNoteFromClientContext(req.body?.clientContext);
       const attachments = parseAuraAttachments(req.body?.attachments);
       const clientIntent = typeof req.body?.clientIntent === "string" ? req.body.clientIntent : null;
       const linkIntent = classifyAuraLinkIntent(userMessage);
@@ -1077,7 +1116,7 @@ export const askAuraStream = onRequest(
                   : candidate.role === "user"
                     ? "user"
                     : null;
-              const text = String(candidate.text ?? "").trim();
+              const text = sanitizeUserInput(String(candidate.text ?? ""));
               if (!role || !text) return null;
               return { role, text };
             })
@@ -1098,6 +1137,21 @@ export const askAuraStream = onRequest(
       });
       const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, effectiveClientIntent);
 
+      if (isOutfitPhotoIntent(effectiveClientIntent)) {
+        writeEvent(res, {
+          type: "status",
+          status: "analyzing_outfit",
+        });
+        logger.info("[AURA_OUTFIT_PHOTO] stream outfit analysis intent classified", {
+          uid,
+          attachmentCount: attachments.length,
+        });
+        const data = await analyzeOutfitPhoto({ client, attachments, userMessage });
+        writeEvent(res, { type: "final", data });
+        res.end();
+        return;
+      }
+
       if (firstDetectedUrl) {
         try {
           const metadata = await extractProductUrlMetadata(firstDetectedUrl);
@@ -1305,6 +1359,14 @@ export const askAuraStream = onRequest(
         ...doc.data(),
       })) as (Record<string, unknown> & { id: string })[];
 
+      const laundryResponse = await handleLaundryIntent({ db, uid, message: userMessage, items });
+      if (laundryResponse) {
+        writeEvent(res, { type: "delta", delta: laundryResponse.reply });
+        writeEvent(res, { type: "final", data: laundryResponse });
+        res.end();
+        return;
+      }
+
       const auraMemory = await loadCompactAuraMemoryContext(
         db,
         uid,
@@ -1351,6 +1413,7 @@ export const askAuraStream = onRequest(
         `User profile:\n${JSON.stringify(userProfile, null, 2)}\n\n` +
         `Aura context:\n${JSON.stringify(auraContext, null, 2)}\n\n` +
         `Stylist brief:\n${auraContext.stylistBrief || "Personalize lightly."}\n\n` +
+        `Style core note:\n${styleCoreNote || "None."}\n\n` +
         `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
         `Product link context:\n${linkProductContext}\n\n` +
         `Attachments:\n${attachmentContextText(attachments)}\n\n` +
diff --git a/functions/src/shared/auraOutfitPhotoAnalysis.ts b/functions/src/shared/auraOutfitPhotoAnalysis.ts
new file mode 100644
index 0000000..ad3db56
--- /dev/null
+++ b/functions/src/shared/auraOutfitPhotoAnalysis.ts
@@ -0,0 +1,197 @@
+import OpenAI from "openai";
+
+export type AuraAttachmentForOutfitAnalysis = {
+  type?: "image" | "audio";
+  uri?: string;
+};
+
+export type AuraDetectedOutfitPiece = {
+  role: "top" | "bottom" | "footwear" | "outerwear" | "accessory";
+  label: string;
+  color?: string | null;
+  confidence?: number | null;
+  notes?: string | null;
+};
+
+export type AuraOutfitPhotoAnalysis = {
+  detectedPieces: AuraDetectedOutfitPiece[];
+  outfitVibe?: string | null;
+  stylingNotes?: string[];
+  missingToComplete?: string[];
+};
+
+const OUTFIT_PHOTO_INTENTS = new Set(["outfit_analysis", "worn_outfit_photo"]);
+
+export function isOutfitPhotoIntent(clientIntent?: string | null) {
+  return OUTFIT_PHOTO_INTENTS.has(String(clientIntent ?? ""));
+}
+
+function clampConfidence(value: unknown) {
+  const numeric = Number(value);
+  if (!Number.isFinite(numeric)) return 0.5;
+  return Math.max(0, Math.min(1, numeric));
+}
+
+function cleanString(value: unknown, fallback = "") {
+  const text = String(value ?? "").replace(/\s+/g, " ").trim();
+  return text || fallback;
+}
+
+function normalizeRole(value: unknown): AuraDetectedOutfitPiece["role"] | null {
+  const role = cleanString(value).toLowerCase();
+  if (role === "top") return "top";
+  if (role === "bottom") return "bottom";
+  if (role === "footwear" || role === "shoe" || role === "shoes") return "footwear";
+  if (role === "outerwear" || role === "jacket") return "outerwear";
+  if (role === "accessory" || role === "accessories") return "accessory";
+  return null;
+}
+
+export function normalizeOutfitPhotoAnalysis(value: unknown): AuraOutfitPhotoAnalysis {
+  const root = value && typeof value === "object" ? (value as Record<string, unknown>) : {};
+  const pieces = Array.isArray(root.detectedPieces) ? root.detectedPieces : [];
+  const detectedPieces: AuraDetectedOutfitPiece[] = [];
+  for (const entry of pieces) {
+      const piece = entry && typeof entry === "object" ? (entry as Record<string, unknown>) : {};
+      const role = normalizeRole(piece.role);
+      const label = cleanString(piece.label);
+      if (!role || !label || /not visible/i.test(label)) continue;
+      detectedPieces.push({
+        role,
+        label,
+        color: cleanString(piece.color) || null,
+        confidence: clampConfidence(piece.confidence),
+        notes: cleanString(piece.notes) || null,
+      });
+      if (detectedPieces.length >= 8) break;
+  }
+
+  const stylingNotes = (Array.isArray(root.stylingNotes) ? root.stylingNotes : [])
+    .map((entry) => cleanString(entry))
+    .filter(Boolean)
+    .slice(0, 4);
+  const missingToComplete = (Array.isArray(root.missingToComplete) ? root.missingToComplete : [])
+    .map((entry) => cleanString(entry))
+    .filter(Boolean)
+    .slice(0, 5);
+
+  for (const label of ["top", "bottom", "footwear"] as const) {
+    if (!detectedPieces.some((piece) => piece.role === label)) {
+      missingToComplete.push(`${label === "footwear" ? "shoes" : label} not visible`);
+    }
+  }
+
+  return {
+    detectedPieces,
+    outfitVibe: cleanString(root.outfitVibe) || null,
+    stylingNotes,
+    missingToComplete: Array.from(new Set(missingToComplete)).slice(0, 5),
+  };
+}
+
+export function outfitPhotoAnalysisResponse(
+  analysis: AuraOutfitPhotoAnalysis,
+  sourceImageUrl?: string | null,
+) {
+  return {
+    presentation: "outfit_analysis" as const,
+    title: "I found this outfit",
+    reply: "I found this outfit. Review the pieces before saving or adding them to your closet.",
+    reason: "",
+    outfitItems: analysis.detectedPieces.map((piece) =>
+      [piece.color, piece.label].filter(Boolean).join(" "),
+    ),
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    missingPieces: analysis.missingToComplete ?? [],
+    upgradeSuggestions: [],
+    upgradeSuggestionItems: [],
+    chips: ["How do I improve this?", "Make it cleaner", "What is missing?"],
+    look: null,
+    lookOptions: [],
+    outfitAnalysis: {
+      ...analysis,
+      sourceImageUrl: sourceImageUrl ?? null,
+    },
+  };
+}
+
+export async function analyzeOutfitPhoto(params: {
+  client: OpenAI;
+  attachments: AuraAttachmentForOutfitAnalysis[];
+  userMessage: string;
+}) {
+  const images = params.attachments.filter(
+    (attachment): attachment is AuraAttachmentForOutfitAnalysis & { uri: string } =>
+      attachment.type === "image" && !!attachment.uri,
+  );
+  if (!images.length) return outfitPhotoAnalysisResponse(normalizeOutfitPhotoAnalysis({}));
+
+  const response = await params.client.responses.create({
+    model: "gpt-5.4",
+    input: [
+      {
+        role: "developer",
+        content:
+          "You analyze worn outfit photos for a wardrobe app. Identify only visible clothing. Do not infer hidden items. Do not claim garment cutouts. Return JSON only.",
+      },
+      {
+        role: "user",
+        content: [
+          {
+            type: "input_text",
+            text:
+              `User request: ${params.userMessage || "Analyze this worn outfit photo."}\n\n` +
+              "Return top, bottom, footwear, outerwear/jacket, and accessories only when visible. " +
+              "Use confidence scores from 0 to 1. If shoes or accessories are cropped/hidden, omit them from detectedPieces and list them as not visible in missingToComplete.",
+          },
+          ...images.slice(0, 2).map((image) => ({
+            type: "input_image" as const,
+            image_url: image.uri,
+            detail: "auto" as const,
+          })),
+        ],
+      },
+    ],
+    text: {
+      format: {
+        type: "json_schema",
+        name: "outfit_photo_analysis",
+        schema: {
+          type: "object",
+          additionalProperties: false,
+          properties: {
+            detectedPieces: {
+              type: "array",
+              items: {
+                type: "object",
+                additionalProperties: false,
+                properties: {
+                  role: { type: "string", enum: ["top", "bottom", "footwear", "outerwear", "accessory"] },
+                  label: { type: "string" },
+                  color: { type: ["string", "null"] },
+                  confidence: { type: ["number", "null"] },
+                  notes: { type: ["string", "null"] },
+                },
+                required: ["role", "label", "color", "confidence", "notes"],
+              },
+            },
+            outfitVibe: { type: ["string", "null"] },
+            stylingNotes: { type: "array", items: { type: "string" } },
+            missingToComplete: { type: "array", items: { type: "string" } },
+          },
+          required: ["detectedPieces", "outfitVibe", "stylingNotes", "missingToComplete"],
+        },
+      },
+    },
+  });
+
+  let parsed: unknown = {};
+  try {
+    parsed = JSON.parse(String(response.output_text || "{}"));
+  } catch {
+    parsed = {};
+  }
+  return outfitPhotoAnalysisResponse(normalizeOutfitPhotoAnalysis(parsed), images[0]?.uri ?? null);
+}
diff --git a/functions/src/shared/auraPrompt.ts b/functions/src/shared/auraPrompt.ts
index 775f0b5..dea22af 100644
--- a/functions/src/shared/auraPrompt.ts
+++ b/functions/src/shared/auraPrompt.ts
@@ -95,6 +95,8 @@ Structured behavior:
 * When several owned shoes could work, pick the best reasonable option instead of inventing a missing ideal.
 * Clean sneakers, loafers, derby shoes, boots, sandals, and other owned footwear can all be valid if they fit the vibe well enough.
 * Never hallucinate owned items. If it is not in the wardrobe context, treat it as suggested.
+* When the user uploads a mirror/selfie/worn outfit photo, identify only visible clothing pieces. Do not infer hidden shoes, accessories, underlayers, brands, or materials.
+* For outfit photo analysis, use confidence scores, say "not visible" in missingToComplete for expected roles that are obscured or cropped, and do not claim separate garment cutouts.
 * Always keep owned pieces and suggested pieces clearly separated.
 * Suggest at most one swap.
 * If something is weak, say so cleanly.
@@ -181,6 +183,7 @@ Output requirements:
 * upgradeSuggestionItems can mirror upgradeSuggestions with optional searchQuery values for future shopping hooks.
 * look must be null unless this is truly an outfit/look recommendation.
 * lookOptions should be empty unless the user clearly asked for multiple directions, multiple versions, or safe / balanced / bold.
+* outfitAnalysis should be present only for worn outfit photo analysis. It must include detectedPieces with roles top, bottom, footwear, outerwear, and accessory only when visible. Use role "footwear" for shoes in outfitAnalysis.
 * If the user asked for multiple outfits/options/directions, lookOptions must contain those structured looks whenever you can produce them safely.
 * If look is present:
   - lookTitle should be short and premium.
diff --git a/functions/src/transcribeAuraAudio.ts b/functions/src/transcribeAuraAudio.ts
new file mode 100644
index 0000000..19e0b77
--- /dev/null
+++ b/functions/src/transcribeAuraAudio.ts
@@ -0,0 +1,34 @@
+import { HttpsError, onCall } from "firebase-functions/v2/https";
+import OpenAI, { toFile } from "openai";
+
+export const transcribeAuraAudio = onCall(
+  { secrets: ["OPENAI_API_KEY"] },
+  async (request) => {
+    const uid = request.auth?.uid;
+    if (!uid) {
+      throw new HttpsError("unauthenticated", "User must be signed in.");
+    }
+
+    const audioUrl = String(request.data?.audioUrl ?? "").trim();
+    if (!audioUrl) {
+      throw new HttpsError("invalid-argument", "Audio URL is required.");
+    }
+
+    const response = await fetch(audioUrl);
+    if (!response.ok) {
+      throw new HttpsError("invalid-argument", "Unable to read audio attachment.");
+    }
+
+    const buffer = Buffer.from(await response.arrayBuffer());
+    const client = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
+    const transcript = await client.audio.transcriptions.create({
+      model: "gpt-4o-mini-transcribe",
+      file: await toFile(buffer, "aura-audio.m4a", { type: "audio/mp4" }),
+    });
+
+    return {
+      ok: true,
+      transcript: String(transcript.text ?? "").trim(),
+    };
+  }
+);
diff --git a/shared/auraMemory.ts b/shared/auraMemory.ts
new file mode 100644
index 0000000..a61bbf2
--- /dev/null
+++ b/shared/auraMemory.ts
@@ -0,0 +1,795 @@
+export const AURA_MEMORY_VERSION = 1;
+
+export const STYLE_PROFILE_DOC_ID = "styleProfile";
+export const LEARNED_STYLE_MEMORY_DOC_ID = "learnedStyleMemory";
+export const SESSION_CONTEXT_DOC_ID = "current";
+
+export type ExperimentationLevel = "low" | "medium" | "high";
+export type AuraTone = "concise" | "balanced" | "editorial";
+
+export type StyleAffinityScore = {
+  value: string;
+  score: number;
+};
+
+export type OccasionPattern = {
+  occasion: string;
+  traits: string[];
+  score: number;
+};
+
+export type StyleProfile = {
+  version: number;
+  styleVibes: string[];
+  preferredFits: string[];
+  experimentationLevel: ExperimentationLevel;
+  favoriteColors: string[];
+  avoidColors: string[];
+  favoriteCategories: string[];
+  avoidCategories: string[];
+  favoriteBrands?: string[];
+  dislikedBrands?: string[];
+  dressingGoals: string[];
+  priorities: string[];
+  commonOccasions: string[];
+  climatePreference?: string;
+  auraTone?: AuraTone;
+  updatedAt: number;
+};
+
+export type LearnedStyleMemory = {
+  version: number;
+  inferredFavoriteColors: StyleAffinityScore[];
+  inferredAvoidColors: StyleAffinityScore[];
+  inferredFavoriteCategories: StyleAffinityScore[];
+  inferredAvoidCategories: StyleAffinityScore[];
+  inferredFits: StyleAffinityScore[];
+  inferredSilhouettes: StyleAffinityScore[];
+  preferredOutfitFormulas: StyleAffinityScore[];
+  occasionPatterns: OccasionPattern[];
+  summaryShort: string;
+  confidence: number;
+  sourceStats: {
+    outfitsSaved: number;
+    outfitsWorn: number;
+    likes: number;
+    dislikes: number;
+    sessionsAnalyzed: number;
+  };
+  updatedAt: number;
+};
+
+export type AuraSessionContext = {
+  currentOccasion?: string;
+  currentConstraints?: string[];
+  selectedItems?: string[];
+  vibeForThisSession?: string;
+  expiresAt?: number;
+  updatedAt: number;
+};
+
+export type StyleEventType =
+  | "outfit_generated"
+  | "outfit_saved"
+  | "outfit_worn"
+  | "outfit_liked"
+  | "outfit_disliked"
+  | "more_like_this"
+  | "less_like_this"
+  | "item_added"
+  | "item_favorited"
+  | "item_worn";
+
+export type StyleEventSource = "aura" | "closet" | "planner" | "manual";
+
+export type StyleEventOutfit = {
+  top?: string;
+  outerwear?: string;
+  bottom?: string;
+  footwear?: string;
+  accessories?: string[];
+};
+
+export type StyleEventDerivedTraits = {
+  colors?: string[];
+  categories?: string[];
+  fits?: string[];
+  brands?: string[];
+  formula?: string;
+  vibe?: string[];
+  occasion?: string;
+};
+
+export type StyleEvent = {
+  type: StyleEventType;
+  itemIds?: string[];
+  outfit?: StyleEventOutfit;
+  derivedTraits?: StyleEventDerivedTraits;
+  source?: StyleEventSource;
+  createdAt: number;
+};
+
+export type CompactAuraMemoryContext = {
+  explicitProfile: {
+    styleVibes?: string[];
+    preferredFits?: string[];
+    favoriteColors?: string[];
+    avoidColors?: string[];
+    favoriteCategories?: string[];
+    avoidCategories?: string[];
+    favoriteBrands?: string[];
+    dislikedBrands?: string[];
+    dressingGoals?: string[];
+    priorities?: string[];
+    commonOccasions?: string[];
+    climatePreference?: string;
+    experimentationLevel?: ExperimentationLevel;
+    auraTone?: AuraTone;
+  } | null;
+  learnedProfile: {
+    summaryShort: string;
+    confidence: number;
+    inferredFavoriteColors?: string[];
+    inferredAvoidColors?: string[];
+    inferredFavoriteCategories?: string[];
+    inferredAvoidCategories?: string[];
+    inferredFits?: string[];
+    preferredOutfitFormulas?: string[];
+    occasionPatterns?: Array<{ occasion: string; traits: string[] }>;
+  } | null;
+  session: {
+    currentOccasion?: string;
+    currentConstraints?: string[];
+    selectedItems?: string[];
+    vibeForThisSession?: string;
+  } | null;
+  stylistBrief: string;
+};
+
+const STYLE_EVENT_WEIGHTS: Record<StyleEventType, number> = {
+  outfit_generated: 0,
+  outfit_saved: 3,
+  outfit_worn: 5,
+  outfit_liked: 4,
+  more_like_this: 4,
+  outfit_disliked: -4,
+  less_like_this: -4,
+  item_added: 0,
+  item_favorited: 0,
+  item_worn: 0,
+};
+
+function cleanString(value: unknown): string | null {
+  const next = String(value ?? "").trim();
+  return next || null;
+}
+
+function normalizeToken(value: unknown): string | null {
+  const next = cleanString(value)?.toLowerCase().replace(/[_-]+/g, " ").replace(/\s+/g, " ") ?? null;
+  return next || null;
+}
+
+function normalizePreservedList(value: unknown, limit = 8): string[] {
+  if (!Array.isArray(value)) return [];
+  const seen = new Set<string>();
+  const next: string[] = [];
+  for (const entry of value) {
+    const raw = cleanString(entry);
+    const key = normalizeToken(entry);
+    if (!raw || !key || seen.has(key)) continue;
+    seen.add(key);
+    next.push(raw);
+    if (next.length >= limit) break;
+  }
+  return next;
+}
+
+function normalizeTokenList(value: unknown, limit = 8): string[] {
+  if (!Array.isArray(value)) return [];
+  const seen = new Set<string>();
+  const next: string[] = [];
+  for (const entry of value) {
+    const key = normalizeToken(entry);
+    if (!key || seen.has(key)) continue;
+    seen.add(key);
+    next.push(key);
+    if (next.length >= limit) break;
+  }
+  return next;
+}
+
+function normalizeNumber(value: unknown, fallback = 0): number {
+  const next = Number(value);
+  return Number.isFinite(next) ? next : fallback;
+}
+
+function normalizeRecord(value: unknown): Record<string, unknown> {
+  return value && typeof value === "object" ? (value as Record<string, unknown>) : {};
+}
+
+function clamp(value: number, min: number, max: number) {
+  return Math.max(min, Math.min(max, value));
+}
+
+function uniqueTokens(values: Array<string | null | undefined>, limit = 8) {
+  const seen = new Set<string>();
+  const next: string[] = [];
+  for (const value of values) {
+    const key = normalizeToken(value);
+    if (!key || seen.has(key)) continue;
+    seen.add(key);
+    next.push(key);
+    if (next.length >= limit) break;
+  }
+  return next;
+}
+
+function topEntries(
+  scores: Record<string, number>,
+  predicate: (score: number) => boolean,
+  limit = 4
+): StyleAffinityScore[] {
+  return Object.entries(scores)
+    .filter(([, score]) => predicate(score))
+    .sort((a, b) => Math.abs(b[1]) - Math.abs(a[1]))
+    .slice(0, limit)
+    .map(([value, score]) => ({ value, score: Math.round(score * 100) / 100 }));
+}
+
+function scoreSummary(entries: StyleAffinityScore[]) {
+  return entries.map((entry) => entry.value);
+}
+
+export function emptyStyleProfile(updatedAt = 0): StyleProfile {
+  return {
+    version: AURA_MEMORY_VERSION,
+    styleVibes: [],
+    preferredFits: [],
+    experimentationLevel: "medium",
+    favoriteColors: [],
+    avoidColors: [],
+    favoriteCategories: [],
+    avoidCategories: [],
+    favoriteBrands: [],
+    dislikedBrands: [],
+    dressingGoals: [],
+    priorities: [],
+    commonOccasions: [],
+    climatePreference: undefined,
+    auraTone: undefined,
+    updatedAt,
+  };
+}
+
+export function emptyLearnedStyleMemory(updatedAt = 0): LearnedStyleMemory {
+  return {
+    version: AURA_MEMORY_VERSION,
+    inferredFavoriteColors: [],
+    inferredAvoidColors: [],
+    inferredFavoriteCategories: [],
+    inferredAvoidCategories: [],
+    inferredFits: [],
+    inferredSilhouettes: [],
+    preferredOutfitFormulas: [],
+    occasionPatterns: [],
+    summaryShort: "",
+    confidence: 0,
+    sourceStats: {
+      outfitsSaved: 0,
+      outfitsWorn: 0,
+      likes: 0,
+      dislikes: 0,
+      sessionsAnalyzed: 0,
+    },
+    updatedAt,
+  };
+}
+
+export function normalizeStyleProfile(value: unknown, fallback?: Partial<StyleProfile>): StyleProfile {
+  const root = normalizeRecord(value);
+  const base = fallback ? { ...emptyStyleProfile(fallback.updatedAt ?? 0), ...fallback } : emptyStyleProfile();
+  const experimentationLevel =
+    root.experimentationLevel === "low" ||
+    root.experimentationLevel === "medium" ||
+    root.experimentationLevel === "high"
+      ? root.experimentationLevel
+      : base.experimentationLevel;
+  const auraTone =
+    root.auraTone === "concise" || root.auraTone === "balanced" || root.auraTone === "editorial"
+      ? root.auraTone
+      : base.auraTone;
+
+  return {
+    version: AURA_MEMORY_VERSION,
+    styleVibes: normalizeTokenList(root.styleVibes ?? base.styleVibes, 6),
+    preferredFits: normalizeTokenList(root.preferredFits ?? base.preferredFits, 6),
+    experimentationLevel,
+    favoriteColors: normalizeTokenList(root.favoriteColors ?? base.favoriteColors, 6),
+    avoidColors: normalizeTokenList(root.avoidColors ?? base.avoidColors, 6),
+    favoriteCategories: normalizeTokenList(root.favoriteCategories ?? base.favoriteCategories, 6),
+    avoidCategories: normalizeTokenList(root.avoidCategories ?? base.avoidCategories, 6),
+    favoriteBrands: normalizeTokenList(root.favoriteBrands ?? base.favoriteBrands, 6),
+    dislikedBrands: normalizeTokenList(root.dislikedBrands ?? base.dislikedBrands, 6),
+    dressingGoals: normalizeTokenList(root.dressingGoals ?? base.dressingGoals, 6),
+    priorities: normalizeTokenList(root.priorities ?? base.priorities, 6),
+    commonOccasions: normalizeTokenList(root.commonOccasions ?? base.commonOccasions, 6),
+    climatePreference: normalizeToken(root.climatePreference) ?? base.climatePreference,
+    auraTone,
+    updatedAt: normalizeNumber(root.updatedAt, base.updatedAt ?? 0),
+  };
+}
+
+export function normalizeLearnedStyleMemory(value: unknown): LearnedStyleMemory {
+  const root = normalizeRecord(value);
+  const normalizeAffinityList = (input: unknown, limit = 4): StyleAffinityScore[] => {
+    if (!Array.isArray(input)) return [];
+    return input
+      .map((entry) => {
+        const candidate = normalizeRecord(entry);
+        const token = normalizeToken(candidate.value);
+        if (!token) return null;
+        return {
+          value: token,
+          score: normalizeNumber(candidate.score),
+        };
+      })
+      .filter((entry): entry is StyleAffinityScore => !!entry)
+      .slice(0, limit);
+  };
+
+  const occasionPatterns = Array.isArray(root.occasionPatterns)
+    ? root.occasionPatterns
+        .map((entry) => {
+          const candidate = normalizeRecord(entry);
+          const occasion = normalizeToken(candidate.occasion);
+          if (!occasion) return null;
+          return {
+            occasion,
+            traits: normalizeTokenList(candidate.traits, 4),
+            score: normalizeNumber(candidate.score),
+          };
+        })
+        .filter((entry): entry is OccasionPattern => !!entry)
+        .slice(0, 3)
+    : [];
+
+  const sourceStats = normalizeRecord(root.sourceStats);
+
+  return {
+    version: AURA_MEMORY_VERSION,
+    inferredFavoriteColors: normalizeAffinityList(root.inferredFavoriteColors),
+    inferredAvoidColors: normalizeAffinityList(root.inferredAvoidColors, 3),
+    inferredFavoriteCategories: normalizeAffinityList(root.inferredFavoriteCategories),
+    inferredAvoidCategories: normalizeAffinityList(root.inferredAvoidCategories, 3),
+    inferredFits: normalizeAffinityList(root.inferredFits),
+    inferredSilhouettes: normalizeAffinityList(root.inferredSilhouettes),
+    preferredOutfitFormulas: normalizeAffinityList(root.preferredOutfitFormulas, 3),
+    occasionPatterns,
+    summaryShort: cleanString(root.summaryShort) ?? "",
+    confidence: clamp(normalizeNumber(root.confidence), 0, 1),
+    sourceStats: {
+      outfitsSaved: normalizeNumber(sourceStats.outfitsSaved),
+      outfitsWorn: normalizeNumber(sourceStats.outfitsWorn),
+      likes: normalizeNumber(sourceStats.likes),
+      dislikes: normalizeNumber(sourceStats.dislikes),
+      sessionsAnalyzed: normalizeNumber(sourceStats.sessionsAnalyzed),
+    },
+    updatedAt: normalizeNumber(root.updatedAt),
+  };
+}
+
+export function normalizeAuraSessionContext(value: unknown): AuraSessionContext | null {
+  if (!value || typeof value !== "object") return null;
+  const root = value as Record<string, unknown>;
+  const next: AuraSessionContext = {
+    updatedAt: normalizeNumber(root.updatedAt),
+  };
+  const currentOccasion = normalizeToken(root.currentOccasion);
+  const currentConstraints = normalizeTokenList(root.currentConstraints, 6);
+  const selectedItems = normalizePreservedList(root.selectedItems, 6);
+  const vibeForThisSession = normalizeToken(root.vibeForThisSession);
+  const expiresAt = normalizeNumber(root.expiresAt, NaN);
+
+  if (currentOccasion) next.currentOccasion = currentOccasion;
+  if (currentConstraints.length) next.currentConstraints = currentConstraints;
+  if (selectedItems.length) next.selectedItems = selectedItems;
+  if (vibeForThisSession) next.vibeForThisSession = vibeForThisSession;
+  if (Number.isFinite(expiresAt)) next.expiresAt = expiresAt;
+
+  return next;
+}
+
+export function normalizeStyleEvent(value: unknown): StyleEvent | null {
+  if (!value || typeof value !== "object") return null;
+  const root = value as Record<string, unknown>;
+  const type = cleanString(root.type) as StyleEventType | null;
+  if (!type || !(type in STYLE_EVENT_WEIGHTS)) return null;
+
+  const outfitRoot = normalizeRecord(root.outfit);
+  const derivedRoot = normalizeRecord(root.derivedTraits);
+  const source = cleanString(root.source) as StyleEventSource | null;
+  const outfit: StyleEventOutfit = {};
+  const accessories = normalizePreservedList(outfitRoot.accessories, 6);
+
+  const top = cleanString(outfitRoot.top);
+  const outerwear = cleanString(outfitRoot.outerwear);
+  const bottom = cleanString(outfitRoot.bottom);
+  const footwear = cleanString(outfitRoot.footwear);
+
+  if (top) outfit.top = top;
+  if (outerwear) outfit.outerwear = outerwear;
+  if (bottom) outfit.bottom = bottom;
+  if (footwear) outfit.footwear = footwear;
+  if (accessories.length) outfit.accessories = accessories;
+
+  const derivedTraits: StyleEventDerivedTraits = {};
+  const colors = normalizeTokenList(derivedRoot.colors, 8);
+  const categories = normalizeTokenList(derivedRoot.categories, 8);
+  const fits = normalizeTokenList(derivedRoot.fits, 8);
+  const brands = normalizeTokenList(derivedRoot.brands, 8);
+  const formula = normalizeToken(derivedRoot.formula);
+  const vibe = normalizeTokenList(derivedRoot.vibe, 6);
+  const occasion = normalizeToken(derivedRoot.occasion);
+
+  if (colors.length) derivedTraits.colors = colors;
+  if (categories.length) derivedTraits.categories = categories;
+  if (fits.length) derivedTraits.fits = fits;
+  if (brands.length) derivedTraits.brands = brands;
+  if (formula) derivedTraits.formula = formula;
+  if (vibe.length) derivedTraits.vibe = vibe;
+  if (occasion) derivedTraits.occasion = occasion;
+
+  return {
+    type,
+    itemIds: normalizePreservedList(root.itemIds, 8),
+    outfit: Object.keys(outfit).length ? outfit : undefined,
+    derivedTraits: Object.keys(derivedTraits).length ? derivedTraits : undefined,
+    source:
+      source === "aura" || source === "closet" || source === "planner" || source === "manual"
+        ? source
+        : undefined,
+    createdAt: normalizeNumber(root.createdAt, Date.now()),
+  };
+}
+
+export function buildStyleProfileFromLegacyPreferences(value: unknown): StyleProfile {
+  const root = normalizeRecord(value);
+  const stylePreferences = normalizeRecord(root.stylePreferences);
+  const fitPreferences = normalizeRecord(root.fitPreferences);
+
+  return normalizeStyleProfile({
+    version: AURA_MEMORY_VERSION,
+    styleVibes: root.styleAesthetics ?? stylePreferences.preferredStyles,
+    preferredFits: uniqueTokens([
+      cleanString(root.preferredFit),
+      cleanString(fitPreferences.tops),
+      cleanString(fitPreferences.outerwear),
+      cleanString(fitPreferences.bottomsLeg),
+    ]),
+    experimentationLevel: "medium",
+    favoriteColors: root.favoriteColors ?? stylePreferences.favoriteColors,
+    avoidColors: root.avoidedColors ?? stylePreferences.avoidedColors,
+    favoriteCategories: root.selectedCategories,
+    avoidCategories: [],
+    favoriteBrands: stylePreferences.preferredBrands,
+    dislikedBrands: [],
+    dressingGoals: root.goals,
+    priorities: root.occasionPriority,
+    commonOccasions: root.occasionPriority,
+    updatedAt: normalizeNumber(root.updatedAt),
+  });
+}
+
+function pushWeightedScores(
+  scores: Record<string, number>,
+  tokens: string[] | undefined,
+  delta: number
+) {
+  if (!tokens?.length || delta === 0) return;
+  for (const token of tokens) {
+    scores[token] = (scores[token] ?? 0) + delta;
+  }
+}
+
+function buildOccasionTraits(event: StyleEvent): string[] {
+  const derived = event.derivedTraits;
+  if (!derived) return [];
+  return uniqueTokens([
+    ...(derived.colors ?? []).slice(0, 2),
+    ...(derived.categories ?? []).slice(0, 2),
+    ...(derived.fits ?? []).slice(0, 1),
+    derived.formula,
+    ...(derived.vibe ?? []).slice(0, 2),
+  ], 5);
+}
+
+export function computeLearnedStyleMemory(events: StyleEvent[], now = Date.now()): LearnedStyleMemory {
+  const normalizedEvents = events
+    .map((event) => normalizeStyleEvent(event))
+    .filter((event): event is StyleEvent => !!event)
+    .sort((a, b) => a.createdAt - b.createdAt);
+
+  const colorScores: Record<string, number> = {};
+  const categoryScores: Record<string, number> = {};
+  const fitScores: Record<string, number> = {};
+  const silhouetteScores: Record<string, number> = {};
+  const formulaScores: Record<string, number> = {};
+  const occasionTraitScores: Record<string, Record<string, number>> = {};
+  const stats = {
+    outfitsSaved: 0,
+    outfitsWorn: 0,
+    likes: 0,
+    dislikes: 0,
+    sessionsAnalyzed: 0,
+  };
+  const sessionDays = new Set<string>();
+
+  for (const event of normalizedEvents) {
+    const weight = STYLE_EVENT_WEIGHTS[event.type] ?? 0;
+    const derived = event.derivedTraits;
+    const dayKey = new Date(event.createdAt).toISOString().slice(0, 10);
+    sessionDays.add(dayKey);
+
+    if (event.type === "outfit_saved") stats.outfitsSaved += 1;
+    if (event.type === "outfit_worn") stats.outfitsWorn += 1;
+    if (event.type === "outfit_liked" || event.type === "more_like_this") stats.likes += 1;
+    if (event.type === "outfit_disliked" || event.type === "less_like_this") stats.dislikes += 1;
+
+    if (!derived || weight === 0) continue;
+
+    pushWeightedScores(colorScores, derived.colors, weight);
+    pushWeightedScores(categoryScores, derived.categories, weight);
+    pushWeightedScores(fitScores, derived.fits, weight);
+    pushWeightedScores(silhouetteScores, derived.vibe, weight);
+    pushWeightedScores(formulaScores, derived.formula ? [derived.formula] : [], weight);
+
+    const occasion = normalizeToken(derived.occasion);
+    if (occasion) {
+      const scoreMap = (occasionTraitScores[occasion] ??= {});
+      for (const trait of buildOccasionTraits(event)) {
+        scoreMap[trait] = (scoreMap[trait] ?? 0) + weight;
+      }
+    }
+  }
+
+  stats.sessionsAnalyzed = sessionDays.size;
+
+  const inferredFavoriteColors = topEntries(colorScores, (score) => score > 0, 4);
+  const inferredAvoidColors = topEntries(colorScores, (score) => score < 0, 3);
+  const inferredFavoriteCategories = topEntries(categoryScores, (score) => score > 0, 4);
+  const inferredAvoidCategories = topEntries(categoryScores, (score) => score < 0, 3);
+  const inferredFits = topEntries(fitScores, (score) => score > 0, 4);
+  const inferredSilhouettes = topEntries(silhouetteScores, (score) => score > 0, 3);
+  const preferredOutfitFormulas = topEntries(formulaScores, (score) => score > 0, 3);
+
+  const occasionPatterns = Object.entries(occasionTraitScores)
+    .map(([occasion, scores]) => ({
+      occasion,
+      traits: Object.entries(scores)
+        .filter(([, score]) => score > 0)
+        .sort((a, b) => b[1] - a[1])
+        .slice(0, 3)
+        .map(([trait]) => trait),
+      score: Math.round(Object.values(scores).reduce((sum, value) => sum + Math.max(value, 0), 0) * 100) / 100,
+    }))
+    .filter((entry) => entry.traits.length > 0)
+    .sort((a, b) => b.score - a.score)
+    .slice(0, 3);
+
+  const weightedSignals =
+    inferredFavoriteColors.length +
+    inferredFavoriteCategories.length +
+    inferredFits.length +
+    preferredOutfitFormulas.length +
+    inferredAvoidColors.length +
+    inferredAvoidCategories.length;
+  const eventSignalCount = normalizedEvents.filter((event) => Math.abs(STYLE_EVENT_WEIGHTS[event.type] ?? 0) > 0).length;
+  const confidence = clamp(
+    Math.round((Math.min(1, eventSignalCount / 10) * 0.6 + Math.min(1, weightedSignals / 10) * 0.4) * 100) / 100,
+    0,
+    1
+  );
+
+  const summaryShort = buildLearnedSummary({
+    confidence,
+    inferredFavoriteColors,
+    inferredAvoidColors,
+    inferredFavoriteCategories,
+    inferredFits,
+    preferredOutfitFormulas,
+    occasionPatterns,
+  });
+
+  return {
+    version: AURA_MEMORY_VERSION,
+    inferredFavoriteColors,
+    inferredAvoidColors,
+    inferredFavoriteCategories,
+    inferredAvoidCategories,
+    inferredFits,
+    inferredSilhouettes,
+    preferredOutfitFormulas,
+    occasionPatterns,
+    summaryShort,
+    confidence,
+    sourceStats: stats,
+    updatedAt: now,
+  };
+}
+
+function buildLearnedSummary(input: {
+  confidence: number;
+  inferredFavoriteColors: StyleAffinityScore[];
+  inferredAvoidColors: StyleAffinityScore[];
+  inferredFavoriteCategories: StyleAffinityScore[];
+  inferredFits: StyleAffinityScore[];
+  preferredOutfitFormulas: StyleAffinityScore[];
+  occasionPatterns: OccasionPattern[];
+}) {
+  if (input.confidence < 0.2) {
+    return "Early signal only; personalize lightly and keep recommendations flexible.";
+  }
+
+  const parts: string[] = [];
+  const colors = scoreSummary(input.inferredFavoriteColors).slice(0, 2);
+  const avoids = scoreSummary(input.inferredAvoidColors).slice(0, 2);
+  const categories = scoreSummary(input.inferredFavoriteCategories).slice(0, 2);
+  const fits = scoreSummary(input.inferredFits).slice(0, 2);
+  const formulas = scoreSummary(input.preferredOutfitFormulas).slice(0, 1);
+  const occasion = input.occasionPatterns[0];
+
+  if (colors.length) parts.push(`gravitates toward ${colors.join(" and ")}`);
+  if (categories.length) parts.push(`repeats ${categories.join(" and ")}`);
+  if (fits.length) parts.push(`leans ${fits.join(" and ")} in fit`);
+  if (formulas.length) parts.push(`responds well to ${formulas.join(" ")}`);
+  if (occasion?.occasion && occasion.traits.length) {
+    parts.push(`${occasion.occasion} looks skew ${occasion.traits.slice(0, 2).join(" and ")}`);
+  }
+  if (avoids.length) parts.push(`pull back from ${avoids.join(" and ")}`);
+
+  return parts.length
+    ? `${parts.join("; ")}.`
+    : "There is some emerging taste signal, but it is still light.";
+}
+
+export function buildCompactAuraMemoryContext(args: {
+  explicitProfile?: StyleProfile | null;
+  learnedProfile?: LearnedStyleMemory | null;
+  session?: AuraSessionContext | null;
+}): CompactAuraMemoryContext {
+  const explicitProfile = args.explicitProfile ? normalizeStyleProfile(args.explicitProfile) : null;
+  const learnedProfile = args.learnedProfile ? normalizeLearnedStyleMemory(args.learnedProfile) : null;
+  const rawSession = args.session ? normalizeAuraSessionContext(args.session) : null;
+  const session =
+    rawSession && (!rawSession.expiresAt || rawSession.expiresAt > Date.now())
+      ? rawSession
+      : null;
+
+  const explicit =
+    explicitProfile && hasExplicitProfileSignal(explicitProfile)
+      ? {
+          styleVibes: explicitProfile.styleVibes.slice(0, 3),
+          preferredFits: explicitProfile.preferredFits.slice(0, 3),
+          favoriteColors: explicitProfile.favoriteColors.slice(0, 3),
+          avoidColors: explicitProfile.avoidColors.slice(0, 2),
+          favoriteCategories: explicitProfile.favoriteCategories.slice(0, 3),
+          avoidCategories: explicitProfile.avoidCategories.slice(0, 2),
+          favoriteBrands: explicitProfile.favoriteBrands?.slice(0, 2),
+          dislikedBrands: explicitProfile.dislikedBrands?.slice(0, 2),
+          dressingGoals: explicitProfile.dressingGoals.slice(0, 3),
+          priorities: explicitProfile.priorities.slice(0, 3),
+          commonOccasions: explicitProfile.commonOccasions.slice(0, 3),
+          climatePreference: explicitProfile.climatePreference,
+          experimentationLevel: explicitProfile.experimentationLevel,
+          auraTone: explicitProfile.auraTone,
+        }
+      : null;
+
+  const learned =
+    learnedProfile && (learnedProfile.summaryShort || learnedProfile.confidence > 0)
+      ? {
+          summaryShort: learnedProfile.summaryShort,
+          confidence: learnedProfile.confidence,
+          inferredFavoriteColors: scoreSummary(learnedProfile.inferredFavoriteColors).slice(0, 3),
+          inferredAvoidColors: scoreSummary(learnedProfile.inferredAvoidColors).slice(0, 2),
+          inferredFavoriteCategories: scoreSummary(learnedProfile.inferredFavoriteCategories).slice(0, 3),
+          inferredAvoidCategories: scoreSummary(learnedProfile.inferredAvoidCategories).slice(0, 2),
+          inferredFits: scoreSummary(learnedProfile.inferredFits).slice(0, 3),
+          preferredOutfitFormulas: scoreSummary(learnedProfile.preferredOutfitFormulas).slice(0, 2),
+          occasionPatterns: learnedProfile.occasionPatterns.slice(0, 2).map((entry) => ({
+            occasion: entry.occasion,
+            traits: entry.traits.slice(0, 3),
+          })),
+        }
+      : null;
+
+  const compactSession = session
+    ? {
+        currentOccasion: session.currentOccasion,
+        currentConstraints: session.currentConstraints?.slice(0, 4),
+        selectedItems: session.selectedItems?.slice(0, 4),
+        vibeForThisSession: session.vibeForThisSession,
+      }
+    : null;
+
+  return {
+    explicitProfile: explicit,
+    learnedProfile: learned,
+    session: compactSession,
+    stylistBrief: buildStylistBrief({
+      explicitProfile: explicitProfile ?? null,
+      learnedProfile: learnedProfile ?? null,
+      session,
+    }),
+  };
+}
+
+function hasExplicitProfileSignal(profile: StyleProfile) {
+  return [
+    profile.styleVibes.length,
+    profile.preferredFits.length,
+    profile.favoriteColors.length,
+    profile.avoidColors.length,
+    profile.favoriteCategories.length,
+    profile.dressingGoals.length,
+    profile.commonOccasions.length,
+  ].some((count) => count > 0);
+}
+
+export function buildStylistBrief(args: {
+  explicitProfile?: StyleProfile | null;
+  learnedProfile?: LearnedStyleMemory | null;
+  session?: AuraSessionContext | null;
+}) {
+  const explicitProfile = args.explicitProfile ? normalizeStyleProfile(args.explicitProfile) : null;
+  const learnedProfile = args.learnedProfile ? normalizeLearnedStyleMemory(args.learnedProfile) : null;
+  const session = args.session ? normalizeAuraSessionContext(args.session) : null;
+
+  const parts: string[] = [];
+
+  if (explicitProfile && hasExplicitProfileSignal(explicitProfile)) {
+    if (explicitProfile.styleVibes.length) {
+      parts.push(`Style lane: ${explicitProfile.styleVibes.slice(0, 3).join(", ")}.`);
+    }
+    if (explicitProfile.preferredFits.length) {
+      parts.push(`Preferred fits: ${explicitProfile.preferredFits.slice(0, 2).join(", ")}.`);
+    }
+    if (explicitProfile.favoriteColors.length || explicitProfile.avoidColors.length) {
+      const colorParts: string[] = [];
+      if (explicitProfile.favoriteColors.length) {
+        colorParts.push(`leans into ${explicitProfile.favoriteColors.slice(0, 3).join(", ")}`);
+      }
+      if (explicitProfile.avoidColors.length) {
+        colorParts.push(`avoids ${explicitProfile.avoidColors.slice(0, 2).join(", ")}`);
+      }
+      parts.push(`Color direction: ${colorParts.join("; ")}.`);
+    }
+    if (explicitProfile.favoriteCategories.length) {
+      parts.push(`Go-to categories: ${explicitProfile.favoriteCategories.slice(0, 3).join(", ")}.`);
+    }
+  }
+
+  if (learnedProfile && learnedProfile.confidence >= 0.2 && learnedProfile.summaryShort) {
+    const confidencePrefix = learnedProfile.confidence < 0.45 ? "Light learned signal" : "Learned signal";
+    parts.push(`${confidencePrefix}: ${learnedProfile.summaryShort}`);
+  }
+
+  if (session && (!session.expiresAt || session.expiresAt > Date.now())) {
+    const sessionParts: string[] = [];
+    if (session.currentOccasion) sessionParts.push(`occasion is ${session.currentOccasion}`);
+    if (session.vibeForThisSession) sessionParts.push(`vibe is ${session.vibeForThisSession}`);
+    if (session.currentConstraints?.length) {
+      sessionParts.push(`constraints: ${session.currentConstraints.slice(0, 3).join(", ")}`);
+    }
+    if (session.selectedItems?.length) {
+      sessionParts.push(`anchor item ids: ${session.selectedItems.slice(0, 3).join(", ")}`);
+    }
+    if (sessionParts.length) {
+      parts.push(`Current session: ${sessionParts.join("; ")}.`);
+    }
+  }
+
+  return parts.length
+    ? parts.join(" ")
+    : "Personalize lightly. Use the wardrobe naturally and avoid overstating preference certainty.";
+}
diff --git a/src/components/ai/AuraChatDrawer.tsx b/src/components/ai/AuraChatDrawer.tsx
index aa820dd..366ac05 100644
--- a/src/components/ai/AuraChatDrawer.tsx
+++ b/src/components/ai/AuraChatDrawer.tsx
@@ -1,5 +1,7 @@
 import React from "react";
 import {
+  ActivityIndicator,
+  Alert,
   Animated,
   Easing,
   Modal,
@@ -10,13 +12,15 @@ import {
   Text,
   TextInput,
   View,
+  useWindowDimensions,
 } from "react-native";
 import { BlurView } from "expo-blur";
 import { Ionicons } from "@expo/vector-icons";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import { Fonts, type AppColors } from "@/constants/theme";
-import type { AIChatThread } from "@/src/lib/aiChats";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { summarizeThreadDisplayTitle, type AIChatThread } from "@/src/lib/aiChats";
 
 import { auraTheme } from "./aiTheme";
 
@@ -25,6 +29,22 @@ type Section = {
   items: AIChatThread[];
 };
 
+type MenuAnchor = {
+  x: number;
+  y: number;
+  width: number;
+  height: number;
+};
+
+type DrawerActionHandlers = {
+  onShareChat: (thread: AIChatThread) => Promise<void> | void;
+  onAddToProject: (thread: AIChatThread) => Promise<void> | void;
+  onTogglePin: (thread: AIChatThread) => Promise<void> | void;
+  onRenameChat: (thread: AIChatThread, title: string) => Promise<void> | void;
+  onArchiveChat: (thread: AIChatThread) => Promise<void> | void;
+  onDeleteChat: (thread: AIChatThread) => Promise<void> | void;
+};
+
 export default function AuraChatDrawer({
   visible,
   colors,
@@ -32,6 +52,12 @@ export default function AuraChatDrawer({
   threads,
   onClose,
   onSelectChat,
+  onShareChat,
+  onAddToProject,
+  onTogglePin,
+  onRenameChat,
+  onArchiveChat,
+  onDeleteChat,
 }: {
   visible: boolean;
   colors: AppColors;
@@ -39,12 +65,21 @@ export default function AuraChatDrawer({
   threads: AIChatThread[];
   onClose: () => void;
   onSelectChat: (thread: AIChatThread) => void;
-}) {
+} & DrawerActionHandlers) {
   const insets = useSafeAreaInsets();
+  const { width: screenWidth, height: screenHeight } = useWindowDimensions();
   const [mounted, setMounted] = React.useState(visible);
   const [query, setQuery] = React.useState("");
+  const [menuThread, setMenuThread] = React.useState<AIChatThread | null>(null);
+  const [menuAnchor, setMenuAnchor] = React.useState<MenuAnchor | null>(null);
+  const [renameVisible, setRenameVisible] = React.useState(false);
+  const [renameValue, setRenameValue] = React.useState("");
+  const [busyAction, setBusyAction] = React.useState<string | null>(null);
   const drawerWidth = 320;
+  const menuWidth = Math.min(drawerWidth - 32, 292);
+  const menuHeightEstimate = 360;
   const translateX = React.useRef(new Animated.Value(-drawerWidth)).current;
+  const rowRefs = React.useRef<Record<string, View | null>>({});
 
   const filteredThreads = React.useMemo(() => {
     const normalized = query.trim().toLowerCase();
@@ -64,6 +99,9 @@ export default function AuraChatDrawer({
   });
 
   const closeDrawer = React.useCallback(() => {
+    setMenuThread(null);
+    setMenuAnchor(null);
+    setRenameVisible(false);
     Animated.timing(translateX, {
       toValue: -drawerWidth,
       duration: 260,
@@ -93,6 +131,12 @@ export default function AuraChatDrawer({
     }
   }, [closeDrawer, mounted, translateX, visible]);
 
+  React.useEffect(() => {
+    if (!menuThread) return;
+    const nextThread = threads.find((thread) => thread.chatId === menuThread.chatId) ?? null;
+    setMenuThread(nextThread);
+  }, [menuThread, threads]);
+
   const panResponder = React.useMemo(
     () =>
       PanResponder.create({
@@ -125,6 +169,68 @@ export default function AuraChatDrawer({
     [closeDrawer, drawerWidth, translateX],
   );
 
+  const closeContextMenu = React.useCallback(() => {
+    if (busyAction) return;
+    setMenuThread(null);
+    setMenuAnchor(null);
+  }, [busyAction]);
+
+  const openRename = React.useCallback((thread: AIChatThread) => {
+    setRenameValue(summarizeThreadDisplayTitle(thread));
+    setRenameVisible(true);
+  }, []);
+
+  const openContextMenuForThread = React.useCallback(
+    (thread: AIChatThread) => {
+      const row = rowRefs.current[thread.chatId];
+      if (!row?.measureInWindow) {
+        setMenuAnchor(null);
+        setMenuThread(thread);
+        return;
+      }
+      row.measureInWindow((x, y, width, height) => {
+        if ([x, y, width, height].every((value) => Number.isFinite(value)) && width > 0 && height > 0) {
+          setMenuAnchor({ x, y, width, height });
+        } else {
+          setMenuAnchor(null);
+        }
+        setMenuThread(thread);
+      });
+    },
+    [],
+  );
+
+  const runMenuAction = React.useCallback(
+    async (key: string, action: () => Promise<void> | void, options?: { closeMenu?: boolean }) => {
+      try {
+        setBusyAction(key);
+        await action();
+        if (options?.closeMenu !== false) {
+          setMenuThread(null);
+          setMenuAnchor(null);
+        }
+      } finally {
+        setBusyAction(null);
+      }
+    },
+    [],
+  );
+
+  const menuPosition = React.useMemo(() => {
+    if (!menuAnchor) return null;
+    const top = clamp(
+      menuAnchor.y + menuAnchor.height * 0.2,
+      Math.max(insets.top + 12, 80),
+      Math.max(insets.top + 12, screenHeight - menuHeightEstimate - Math.max(insets.bottom, 24)),
+    );
+    const left = clamp(
+      menuAnchor.x + 24,
+      16,
+      Math.max(16, screenWidth - menuWidth - 16),
+    );
+    return { top, left };
+  }, [insets.bottom, insets.top, menuAnchor, menuHeightEstimate, menuWidth, screenHeight, screenWidth]);
+
   if (!mounted) return null;
 
   return (
@@ -169,47 +275,253 @@ export default function AuraChatDrawer({
           <ScrollView showsVerticalScrollIndicator={false} contentContainerStyle={styles.content}>
             {sections.map((section) => (
               <View key={section.title} style={styles.section}>
-                <Text style={styles.sectionTitle}>{section.title}</Text>
+                <Text style={[styles.sectionTitle, { color: colors.softPurple }]}>{section.title}</Text>
                 {section.items.map((thread) => {
                   const isActive = thread.chatId === activeChatId;
+                  const isSelected = menuThread?.chatId === thread.chatId;
+                  const displayTitle = summarizeThreadDisplayTitle(thread);
                   return (
-                    <Pressable
+                    <View
                       key={thread.chatId}
-                      onPress={() => {
-                        onSelectChat(thread);
-                        closeDrawer();
+                      ref={(node) => {
+                        rowRefs.current[thread.chatId] = node;
                       }}
-                      style={({ pressed }) => [
-                        styles.chatRow,
-                        isActive ? styles.chatRowActive : null,
-                        pressed ? styles.chatRowPressed : null,
-                      ]}
+                      collapsable={false}
                     >
-                      <View style={styles.chatBody}>
-                        <Text style={[styles.chatTitle, { color: colors.text }]} numberOfLines={1}>
-                          {thread.title || "AURA chat"}
-                        </Text>
-                        <Text style={styles.chatPreview} numberOfLines={1}>
-                          {thread.lastMessagePreview || "New stylist chat"}
-                        </Text>
-                      </View>
-                      <Text style={styles.chatTime}>{formatTimestamp(thread.updatedAt)}</Text>
-                    </Pressable>
+                      <AuraPressable
+                        onLongPress={() => openContextMenuForThread(thread)}
+                        delayLongPress={220}
+                        haptic="medium"
+                        hapticTrigger="longPress"
+                        pressedScale={0.985}
+                        pressedOpacity={0.9}
+                        onPress={() => {
+                          onSelectChat(thread);
+                          closeDrawer();
+                        }}
+                        style={[
+                          styles.chatRow,
+                          {
+                            backgroundColor: isSelected
+                              ? colors.purpleSurfaceStrong
+                              : isActive
+                                ? colors.purpleSurface
+                                : "transparent",
+                            borderColor: isSelected || isActive ? colors.purpleBorder : "transparent",
+                          },
+                        ]}
+                      >
+                        <View style={styles.chatBody}>
+                          <View style={styles.titleRow}>
+                            <Text style={[styles.chatTitle, { color: colors.text }]} numberOfLines={1}>
+                              {displayTitle || "AURA chat"}
+                            </Text>
+                            {thread.pinned ? (
+                              <View
+                                style={[
+                                  styles.pinBadge,
+                                  {
+                                    backgroundColor: colors.purpleSurface,
+                                    borderColor: colors.purpleBorder,
+                                  },
+                                ]}
+                              >
+                                <Ionicons name="pin" size={10} color={colors.lightPurple} />
+                              </View>
+                            ) : null}
+                          </View>
+                          <Text style={styles.chatPreview} numberOfLines={1}>
+                            {thread.lastMessagePreview || "New stylist chat"}
+                          </Text>
+                        </View>
+                        <View style={styles.metaColumn}>
+                          <Text style={styles.chatTime}>{formatTimestamp(thread.updatedAt)}</Text>
+                        </View>
+                      </AuraPressable>
+                    </View>
                   );
                 })}
               </View>
             ))}
-            {!sections.length ? (
-              <Text style={styles.emptyText}>No chats yet.</Text>
-            ) : null}
+            {!sections.length ? <Text style={styles.emptyText}>No chats yet.</Text> : null}
           </ScrollView>
         </Animated.View>
+
+        {menuThread ? (
+          <View style={styles.menuOverlay} pointerEvents="box-none">
+            <Pressable style={StyleSheet.absoluteFill} onPress={closeContextMenu} />
+            <View
+              style={[
+                styles.menuShell,
+                menuPosition
+                  ? {
+                      width: menuWidth,
+                      top: menuPosition.top,
+                      left: menuPosition.left,
+                    }
+                  : {
+                      width: menuWidth,
+                      alignSelf: "center",
+                      marginTop: Math.max(insets.top + 72, 120),
+                    },
+              ]}
+            >
+              <BlurView intensity={58} tint="dark" style={StyleSheet.absoluteFill} />
+              <View style={styles.menuBackdrop} />
+              <View style={styles.menuHeader}>
+                <Text style={[styles.menuTitle, { color: colors.text }]} numberOfLines={1}>
+                  {summarizeThreadDisplayTitle(menuThread)}
+                </Text>
+                <Text style={[styles.menuSubtitle, { color: colors.textSecondary }]} numberOfLines={1}>
+                  {menuThread.lastMessagePreview || "AURA chat"}
+                </Text>
+              </View>
+
+              <MenuActionRow
+                icon="share-outline"
+                label="Share chat"
+                colors={colors}
+                busy={busyAction === "share"}
+                onPress={() => void runMenuAction("share", () => onShareChat(menuThread))}
+              />
+              <MenuActionRow
+                icon="folder-open-outline"
+                label="Add to project"
+                suffix=">"
+                colors={colors}
+                busy={busyAction === "project"}
+                onPress={() => void runMenuAction("project", () => onAddToProject(menuThread))}
+              />
+              <MenuActionRow
+                icon={menuThread.pinned ? "pin-outline" : "pin"}
+                label={menuThread.pinned ? "Unpin" : "Pin"}
+                colors={colors}
+                busy={busyAction === "pin"}
+                onPress={() => void runMenuAction("pin", () => onTogglePin(menuThread))}
+              />
+              <MenuActionRow
+                icon="create-outline"
+                label="Rename"
+                colors={colors}
+                onPress={() => openRename(menuThread)}
+              />
+              <MenuActionRow
+                icon="archive-outline"
+                label="Archive"
+                colors={colors}
+                busy={busyAction === "archive"}
+                onPress={() => void runMenuAction("archive", () => onArchiveChat(menuThread))}
+              />
+              <MenuActionRow
+                icon="trash-outline"
+                label="Delete"
+                danger
+                colors={colors}
+                busy={busyAction === "delete"}
+                onPress={() =>
+                  Alert.alert(
+                    "Delete chat?",
+                    "This removes the chat and its saved message history from AURA.",
+                    [
+                      { text: "Cancel", style: "cancel" },
+                      {
+                        text: "Delete",
+                        style: "destructive",
+                        onPress: () => {
+                          void runMenuAction("delete", () => onDeleteChat(menuThread));
+                        },
+                      },
+                    ],
+                  )
+                }
+              />
+            </View>
+          </View>
+        ) : null}
+
+        <Modal
+          transparent
+          visible={renameVisible}
+          animationType="fade"
+          onRequestClose={() => setRenameVisible(false)}
+        >
+          <View style={styles.renameRoot}>
+            <Pressable style={StyleSheet.absoluteFill} onPress={() => setRenameVisible(false)} />
+            <View style={[styles.renameCard, { marginTop: insets.top + 96 }]}>
+              <BlurView intensity={58} tint="dark" style={StyleSheet.absoluteFill} />
+              <View style={styles.menuBackdrop} />
+              <Text style={[styles.renameTitle, { color: colors.text }]}>Rename chat</Text>
+              <TextInput
+                value={renameValue}
+                onChangeText={setRenameValue}
+                autoFocus
+                maxLength={80}
+                placeholder="AURA chat"
+                placeholderTextColor={colors.textSecondary}
+                style={[
+                  styles.renameInput,
+                  {
+                    color: colors.text,
+                    borderColor: colors.borderStrong,
+                    backgroundColor: colors.surfaceElevated,
+                  },
+                ]}
+                selectionColor={colors.aiAccent}
+                cursorColor={colors.aiAccent}
+              />
+              <View style={styles.renameActions}>
+                <Pressable
+                  onPress={() => setRenameVisible(false)}
+                  style={({ pressed }) => [
+                    styles.renameButton,
+                    {
+                      backgroundColor: colors.surfaceElevated,
+                      borderColor: colors.borderStrong,
+                    },
+                    pressed ? styles.chatRowPressed : null,
+                  ]}
+                >
+                  <Text style={[styles.renameButtonText, { color: colors.textSecondary }]}>Cancel</Text>
+                </Pressable>
+                <Pressable
+                  onPress={() => {
+                    if (!menuThread) return;
+                    const nextTitle = renameValue.trim();
+                    if (!nextTitle) {
+                      Alert.alert("Rename chat", "Give this chat a title first.");
+                      return;
+                    }
+                    void runMenuAction(
+                      "rename",
+                      async () => {
+                        await onRenameChat(menuThread, nextTitle);
+                        setRenameVisible(false);
+                      },
+                      { closeMenu: false },
+                    );
+                  }}
+                  style={({ pressed }) => [
+                    styles.renameButton,
+                    {
+                      backgroundColor: colors.purpleSurface,
+                      borderColor: colors.purpleBorder,
+                    },
+                    pressed ? styles.chatRowPressed : null,
+                  ]}
+                >
+                  <Text style={[styles.renameButtonText, { color: colors.text }]}>Save</Text>
+                </Pressable>
+              </View>
+            </View>
+          </View>
+        </Modal>
       </View>
     </Modal>
   );
 }
 
 function buildSections(threads: AIChatThread[]): Section[] {
+  const pinned = threads.filter((thread) => thread.pinned);
   const today: AIChatThread[] = [];
   const yesterday: AIChatThread[] = [];
   const previous: AIChatThread[] = [];
@@ -217,25 +529,72 @@ function buildSections(threads: AIChatThread[]): Section[] {
   const startOfToday = new Date(now.getFullYear(), now.getMonth(), now.getDate()).getTime();
   const startOfYesterday = startOfToday - 86400000;
 
-  threads.forEach((thread) => {
-    if (thread.updatedAt >= startOfToday) {
-      today.push(thread);
-      return;
-    }
-    if (thread.updatedAt >= startOfYesterday) {
-      yesterday.push(thread);
-      return;
-    }
-    previous.push(thread);
-  });
+  threads
+    .filter((thread) => !thread.pinned)
+    .forEach((thread) => {
+      if (thread.updatedAt >= startOfToday) {
+        today.push(thread);
+        return;
+      }
+      if (thread.updatedAt >= startOfYesterday) {
+        yesterday.push(thread);
+        return;
+      }
+      previous.push(thread);
+    });
 
   return [
+    { title: "Pinned", items: pinned },
     { title: "Today", items: today },
     { title: "Yesterday", items: yesterday },
     { title: "Previous", items: previous },
   ].filter((section) => section.items.length);
 }
 
+function MenuActionRow({
+  icon,
+  label,
+  colors,
+  onPress,
+  danger,
+  suffix,
+  busy,
+}: {
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  colors: AppColors;
+  onPress: () => void;
+  danger?: boolean;
+  suffix?: string;
+  busy?: boolean;
+}) {
+  return (
+    <Pressable
+      onPress={busy ? undefined : onPress}
+      style={({ pressed }) => [
+        styles.menuRow,
+        {
+          backgroundColor: pressed ? colors.surfaceElevated : "transparent",
+        },
+      ]}
+    >
+      <View style={styles.menuRowLeading}>
+        {busy ? (
+          <ActivityIndicator size="small" color={danger ? colors.danger : colors.textSecondary} />
+        ) : (
+          <Ionicons name={icon} size={18} color={danger ? colors.danger : colors.textSecondary} />
+        )}
+        <Text style={[styles.menuRowText, { color: danger ? colors.danger : colors.text }]}>{label}</Text>
+      </View>
+      {suffix ? <Text style={[styles.menuRowSuffix, { color: colors.textSecondary }]}>{suffix}</Text> : null}
+    </Pressable>
+  );
+}
+
+function clamp(value: number, min: number, max: number) {
+  return Math.min(Math.max(value, min), max);
+}
+
 function formatTimestamp(value: number) {
   const date = new Date(value);
   const now = new Date();
@@ -260,13 +619,13 @@ const styles = StyleSheet.create({
   },
   drawer: {
     flex: 1,
-    backgroundColor: "rgba(10,16,24,0.92)",
+    backgroundColor: auraTheme.surface,
     borderRightWidth: 1,
-    borderRightColor: "rgba(255,255,255,0.06)",
+    borderRightColor: auraTheme.borderSoft,
   },
   drawerOverlay: {
     ...StyleSheet.absoluteFillObject,
-    backgroundColor: "rgba(7,12,19,0.78)",
+    backgroundColor: "rgba(10,10,15,0.82)",
   },
   header: {
     paddingHorizontal: 18,
@@ -284,8 +643,8 @@ const styles = StyleSheet.create({
     marginBottom: 18,
     borderRadius: 16,
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.06)",
-    backgroundColor: "rgba(255,255,255,0.03)",
+    borderColor: auraTheme.borderSoft,
+    backgroundColor: auraTheme.surfaceSoft,
     flexDirection: "row",
     alignItems: "center",
     gap: 8,
@@ -323,9 +682,7 @@ const styles = StyleSheet.create({
     flexDirection: "row",
     alignItems: "flex-start",
     gap: 10,
-  },
-  chatRowActive: {
-    backgroundColor: "rgba(143,216,255,0.12)",
+    borderWidth: 1,
   },
   chatRowPressed: {
     opacity: 0.82,
@@ -334,7 +691,24 @@ const styles = StyleSheet.create({
     flex: 1,
     gap: 3,
   },
+  titleRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 6,
+  },
+  metaColumn: {
+    alignItems: "flex-end",
+  },
+  pinBadge: {
+    minWidth: 18,
+    height: 18,
+    borderRadius: 999,
+    borderWidth: 1,
+    alignItems: "center",
+    justifyContent: "center",
+  },
   chatTitle: {
+    flex: 1,
     fontFamily: Fonts.sans,
     fontSize: 14.5,
     lineHeight: 18,
@@ -362,4 +736,114 @@ const styles = StyleSheet.create({
     fontSize: 13.5,
     lineHeight: 18,
   },
+  menuOverlay: {
+    ...StyleSheet.absoluteFillObject,
+    paddingHorizontal: 16,
+  },
+  menuShell: {
+    position: "absolute",
+    borderRadius: 26,
+    overflow: "hidden",
+    borderWidth: 1,
+    borderColor: auraTheme.border,
+    backgroundColor: auraTheme.surface,
+  },
+  menuBackdrop: {
+    ...StyleSheet.absoluteFillObject,
+    backgroundColor: "rgba(9,10,15,0.78)",
+  },
+  menuHeader: {
+    paddingHorizontal: 18,
+    paddingTop: 16,
+    paddingBottom: 10,
+    gap: 4,
+    borderBottomWidth: 1,
+    borderBottomColor: auraTheme.borderSoft,
+  },
+  menuTitle: {
+    fontFamily: Fonts.sans,
+    fontSize: 15,
+    lineHeight: 19,
+    fontWeight: "700",
+  },
+  menuSubtitle: {
+    fontFamily: Fonts.sans,
+    fontSize: 12.5,
+    lineHeight: 17,
+    fontWeight: "500",
+  },
+  menuRow: {
+    minHeight: 48,
+    paddingHorizontal: 18,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
+  },
+  menuRowLeading: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 12,
+  },
+  menuRowText: {
+    fontFamily: Fonts.sans,
+    fontSize: 14.5,
+    lineHeight: 18,
+    fontWeight: "600",
+  },
+  menuRowSuffix: {
+    fontFamily: Fonts.sans,
+    fontSize: 14,
+    lineHeight: 18,
+    fontWeight: "700",
+  },
+  renameRoot: {
+    flex: 1,
+    alignItems: "center",
+    paddingHorizontal: 16,
+  },
+  renameCard: {
+    width: "100%",
+    maxWidth: 320,
+    borderRadius: 24,
+    overflow: "hidden",
+    borderWidth: 1,
+    borderColor: auraTheme.border,
+    backgroundColor: auraTheme.surface,
+    padding: 18,
+    gap: 14,
+  },
+  renameTitle: {
+    fontFamily: Fonts.sans,
+    fontSize: 17,
+    lineHeight: 22,
+    fontWeight: "700",
+  },
+  renameInput: {
+    borderWidth: 1,
+    borderRadius: 16,
+    paddingHorizontal: 14,
+    paddingVertical: 12,
+    fontFamily: Fonts.sans,
+    fontSize: 14.5,
+    lineHeight: 18,
+  },
+  renameActions: {
+    flexDirection: "row",
+    justifyContent: "flex-end",
+    gap: 10,
+  },
+  renameButton: {
+    minWidth: 86,
+    borderRadius: 14,
+    borderWidth: 1,
+    paddingHorizontal: 14,
+    paddingVertical: 10,
+    alignItems: "center",
+  },
+  renameButtonText: {
+    fontFamily: Fonts.sans,
+    fontSize: 13.5,
+    lineHeight: 18,
+    fontWeight: "700",
+  },
 });
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index bb4896b..ad4310f 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -1,7 +1,8 @@
 import React from "react";
-import { Animated, Pressable, ScrollView, Text } from "react-native";
+import { Animated, ScrollView, Text } from "react-native";
 
 import { Fonts } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 import { auraTheme } from "./aiTheme";
@@ -55,7 +56,6 @@ function ChipCard({
   colors: ReturnType<typeof useAppTheme>["colors"];
   index: number;
 }) {
-  const scale = React.useRef(new Animated.Value(1)).current;
   const opacity = React.useRef(new Animated.Value(0)).current;
   const translateY = React.useRef(new Animated.Value(6)).current;
 
@@ -76,20 +76,14 @@ function ChipCard({
     ]).start();
   }, [index, opacity, translateY]);
 
-  function animateTo(value: number) {
-    Animated.timing(scale, {
-      toValue: value,
-      duration: 120,
-      useNativeDriver: true,
-    }).start();
-  }
-
   return (
-    <Animated.View style={{ opacity, transform: [{ translateY }, { scale }] }}>
-      <Pressable
+    <Animated.View style={{ opacity, transform: [{ translateY }] }}>
+      <AuraPressable
         onPress={() => onPress(item.prompt)}
-        onPressIn={() => animateTo(0.98)}
-        onPressOut={() => animateTo(1)}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.96}
+        pressedOpacity={0.9}
         style={{
           width: 164,
           minHeight: 46,
@@ -116,7 +110,7 @@ function ChipCard({
         >
           {item.subtitle}
         </Text>
-      </Pressable>
+      </AuraPressable>
     </Animated.View>
   );
 }
@@ -132,7 +126,6 @@ function Chip({
   colors: ReturnType<typeof useAppTheme>["colors"];
   index: number;
 }) {
-  const scale = React.useRef(new Animated.Value(1)).current;
   const opacity = React.useRef(new Animated.Value(0)).current;
   const translateY = React.useRef(new Animated.Value(6)).current;
 
@@ -153,20 +146,14 @@ function Chip({
     ]).start();
   }, [index, opacity, translateY]);
 
-  function animateTo(value: number) {
-    Animated.timing(scale, {
-      toValue: value,
-      duration: 120,
-      useNativeDriver: true,
-    }).start();
-  }
-
   return (
-    <Animated.View style={{ opacity, transform: [{ translateY }, { scale }] }}>
-      <Pressable
+    <Animated.View style={{ opacity, transform: [{ translateY }] }}>
+      <AuraPressable
         onPress={() => onPress(label)}
-        onPressIn={() => animateTo(0.97)}
-        onPressOut={() => animateTo(1)}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.96}
+        pressedOpacity={0.9}
         style={{
           maxWidth: 210,
           paddingHorizontal: 10,
@@ -184,7 +171,7 @@ function Chip({
         >
           {label}
         </Text>
-      </Pressable>
+      </AuraPressable>
     </Animated.View>
   );
 }
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index 9c3ddd2..7ffb4b9 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -3,12 +3,13 @@ import React from "react";
 import { Animated, FlatList, Image, NativeScrollEvent, NativeSyntheticEvent, Pressable, Text, View, useWindowDimensions } from "react-native";
 
 import { Fonts } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { AuraCandidateAction, AuraCandidateItem, AuraLook, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
+import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLook, AuraLookOptionMeta, AuraOutfitPhotoAction, AuraResponse } from "@/src/types/aura";
 
 import { auraShadow, auraTheme } from "./aiTheme";
 
@@ -21,11 +22,15 @@ export default function AuraReplyCard({
   itemsById,
   onAction,
   onCandidateAction,
+  onOutfitPhotoAction,
+  onLaundryAction,
 }: {
   data: AuraResponse;
   itemsById: Map<string, ClothingItem>;
   onAction?: (action: import("@/src/types/aura").AuraLookAction, look: AuraLook, option?: AuraLookOptionMeta) => void;
   onCandidateAction?: (action: AuraCandidateAction) => void;
+  onOutfitPhotoAction?: (action: AuraOutfitPhotoAction) => void;
+  onLaundryAction?: (action: AuraLaundryConfirmationAction) => void;
 }) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
@@ -37,6 +42,8 @@ export default function AuraReplyCard({
     !ownedPieces.length && !recommendedAdditions.length ? data.outfitItems?.filter(Boolean).slice(0, 5) ?? [] : [];
   const candidateItems = data.candidateItems ?? data.candidates ?? [];
   const lookOptions = data.lookOptions?.filter(Boolean) ?? [];
+  const outfitAnalysis = data.outfitAnalysis ?? null;
+  const laundryAction = data.laundryAction ?? null;
   const [selectedLookIndex, setSelectedLookIndex] = React.useState(0);
   const [feedbackState, setFeedbackState] = React.useState<Record<string, "like" | "dislike" | null>>({});
   const scrollX = React.useRef(new Animated.Value(0)).current;
@@ -68,6 +75,66 @@ export default function AuraReplyCard({
     }
   }, [lookOptions.length, selectedLookIndex]);
 
+  if (outfitAnalysis) {
+    return (
+      <OutfitAnalysisCard
+        data={data}
+        colors={colors}
+        onAction={onOutfitPhotoAction}
+      />
+    );
+  }
+
+  if (data.presentation === "laundry_confirmation" && laundryAction?.matches?.length) {
+    return (
+      <View
+        style={{
+          width: "100%",
+          borderRadius: 18,
+          borderWidth: 1,
+          borderColor: "rgba(237,233,227,0.16)",
+          backgroundColor: "rgba(255,255,255,0.045)",
+          padding: 14,
+          gap: 10,
+        }}
+      >
+        <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900", fontFamily: Fonts.sans }}>
+          {sanitizeDisplayText(data.reply) || "Which item did you mean?"}
+        </Text>
+        {laundryAction.matches.map((match) => {
+          const item = itemsById.get(match.itemId);
+          return (
+            <AuraPressable
+              key={match.itemId}
+              onPress={() =>
+                onLaundryAction?.({
+                  type: "confirm_laundry_status",
+                  itemId: match.itemId,
+                  targetStatus: laundryAction.targetStatus,
+                })
+              }
+              style={{
+                borderRadius: 14,
+                padding: 12,
+                backgroundColor: "rgba(255,255,255,0.055)",
+                borderWidth: 1,
+                borderColor: "rgba(255,255,255,0.08)",
+                gap: 3,
+              }}
+            >
+              <Text style={{ color: colors.text, fontSize: 13.5, fontWeight: "900", fontFamily: Fonts.sans }}>
+                {sanitizeDisplayText(item?.name) || sanitizeDisplayText(match.label) || "Wardrobe item"}
+              </Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 12, fontFamily: Fonts.sans }} numberOfLines={1}>
+                {sanitizeDisplayText(match.subtitle) || sanitizeDisplayText(item?.brand) || "Tap to update laundry status"}
+              </Text>
+            </AuraPressable>
+          );
+        })}
+      </View>
+    );
+  }
+
   if (candidateItems.length) {
     return (
       <View style={{ gap: 8, width: "100%" }}>
@@ -252,6 +319,7 @@ export default function AuraReplyCard({
                 <LookActionRow
                   look={selectedLook}
                   option={selectedMeta}
+                  colors={colors}
                   onAction={onAction}
                 />
                 <Text style={{ color: auraTheme.textMuted, fontSize: 11, fontFamily: Fonts.sans, marginLeft: 2, textAlign: "center" }}>
@@ -298,6 +366,7 @@ export default function AuraReplyCard({
             <LookActionRow
               look={looks[0]}
               option={getLookOptionMeta(0, looks[0])}
+              colors={colors}
               onAction={onAction}
             />
           </View>
@@ -359,7 +428,7 @@ export default function AuraReplyCard({
       </View>
 
       {!!ownedPieces.length && !data.look ? (
-        <Group title="FROM YOUR CLOSET" titleColor={auraTheme.accentStrong}>
+        <Group title="FROM YOUR CLOSET" titleColor={colors.softPurple}>
           {ownedPieces.slice(0, 5).map((item) => (
             <Tag key={`owned-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="owned" />
           ))}
@@ -440,7 +509,7 @@ function LevelThisUpSection({
         marginTop: 4,
         paddingTop: 10,
         borderTopWidth: 1,
-        borderTopColor: "rgba(255,255,255,0.08)",
+        borderTopColor: colors.border,
       }}
     >
       <Text
@@ -462,9 +531,9 @@ function LevelThisUpSection({
               borderRadius: 999,
               paddingHorizontal: 11,
               paddingVertical: 7,
-              backgroundColor: "rgba(255,255,255,0.035)",
+              backgroundColor: colors.surfaceSoft,
               borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
+              borderColor: colors.border,
             }}
           >
             <Text
@@ -531,9 +600,9 @@ function FeedbackRail({
         paddingHorizontal: 10,
         paddingVertical: 8,
         borderRadius: 999,
-        backgroundColor: "rgba(255,255,255,0.04)",
+        backgroundColor: colors.surfaceSoft,
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
+        borderColor: colors.border,
       }}
     >
       <FeedbackChip
@@ -602,22 +671,22 @@ function FeedbackChip({
           gap: 6,
           backgroundColor: active
             ? label === "Not it"
-              ? "rgba(255,255,255,0.07)"
-              : auraTheme.accentTint
-            : "rgba(255,255,255,0.02)",
+              ? "rgba(255,77,79,0.16)"
+              : colors.purpleSurface
+            : colors.chipBackground,
           borderWidth: 1,
-          borderColor: active ? auraTheme.borderAccent : "rgba(255,255,255,0.08)",
+          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.26)" : colors.purpleBorder) : colors.border,
           opacity: pressed ? 0.88 : 1,
         })}
       >
         <Ionicons
           name={icon}
           size={14}
-          color={active ? colors.text : auraTheme.textMuted}
+          color={active ? (label === "Not it" ? colors.danger : colors.text) : auraTheme.textMuted}
         />
         <Text
           style={{
-            color: active ? colors.text : auraTheme.textMuted,
+            color: active ? (label === "Not it" ? colors.danger : colors.text) : auraTheme.textMuted,
             fontSize: 11.5,
             fontWeight: "700",
             fontFamily: Fonts.sans,
@@ -633,10 +702,12 @@ function FeedbackChip({
 function LookActionRow({
   look,
   option,
+  colors,
   onAction,
 }: {
   look: AuraLook;
   option: AuraLookOptionMeta;
+  colors: ReturnType<typeof useAppTheme>["colors"];
   onAction?: (action: import("@/src/types/aura").AuraLookAction, look: AuraLook, option?: AuraLookOptionMeta) => void;
 }) {
   if (!onAction) return null;
@@ -645,21 +716,21 @@ function LookActionRow({
     <View style={{ flexDirection: "row", gap: 10 }}>
       <ActionButton
         onPress={() => onAction("saveLook", look, option)}
-        pressedBackground={auraTheme.accentTintStrong}
-        backgroundColor={auraTheme.accentTint}
-        borderColor="rgba(255,255,255,0.12)"
+        pressedBackground={colors.ctaCream}
+        backgroundColor={colors.ctaCream}
+        borderColor={colors.ctaCream}
       >
-        <Text style={{ color: "#F5F8FB", fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.ctaText, fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
           Save look
         </Text>
       </ActionButton>
       <ActionButton
         onPress={() => onAction("planForToday", look, option)}
-        pressedBackground="rgba(255,255,255,0.08)"
-        backgroundColor={auraTheme.surfaceStrong}
-        borderColor={auraTheme.borderSoft}
+        pressedBackground={colors.surfaceElevated}
+        backgroundColor={colors.surfaceSoft}
+        borderColor={colors.border}
       >
-        <Text style={{ color: "#E7EDF5", fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
           Plan today
         </Text>
       </ActionButton>
@@ -667,6 +738,127 @@ function LookActionRow({
   );
 }
 
+function OutfitAnalysisCard({
+  data,
+  colors,
+  onAction,
+}: {
+  data: AuraResponse;
+  colors: ReturnType<typeof useAppTheme>["colors"];
+  onAction?: (action: AuraOutfitPhotoAction) => void;
+}) {
+  const analysis = data.outfitAnalysis;
+  if (!analysis) return null;
+  const pieces = analysis.detectedPieces ?? [];
+  const missing = analysis.missingToComplete ?? [];
+
+  return (
+    <View
+      style={{
+        borderRadius: 18,
+        borderWidth: 1,
+        borderColor: auraTheme.borderSoft,
+        backgroundColor: auraTheme.surface,
+        padding: 14,
+        gap: 12,
+        width: "100%",
+        ...auraShadow(0.08),
+      }}
+    >
+      <View style={{ gap: 4 }}>
+        <Text style={{ color: colors.text, fontSize: 16, lineHeight: 20, fontWeight: "800", fontFamily: Fonts.sans }}>
+          I found this outfit
+        </Text>
+        {analysis.outfitVibe ? (
+          <Text style={{ color: auraTheme.textMuted, fontSize: 12.5, lineHeight: 17, fontWeight: "600", fontFamily: Fonts.sans }}>
+            {sanitizeDisplayText(analysis.outfitVibe)}
+          </Text>
+        ) : null}
+      </View>
+
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+        {pieces.map((piece, index) => (
+          <View
+            key={`${piece.role}-${piece.label}-${index}`}
+            style={{
+              borderRadius: 13,
+              paddingHorizontal: 10,
+              paddingVertical: 8,
+              backgroundColor: "rgba(255,255,255,0.045)",
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.09)",
+              maxWidth: "100%",
+            }}
+          >
+            <Text style={{ color: auraTheme.textFaint, fontSize: 10, fontWeight: "800", letterSpacing: 0.8, fontFamily: Fonts.sans }}>
+              {displayOutfitRole(piece.role)}
+              {typeof piece.confidence === "number" ? ` · ${Math.round(piece.confidence * 100)}%` : ""}
+            </Text>
+            <Text style={{ color: colors.text, fontSize: 13, lineHeight: 18, fontWeight: "800", fontFamily: Fonts.sans }}>
+              {[piece.color, piece.label].filter(Boolean).map(sanitizeDisplayText).join(" ")}
+            </Text>
+            {piece.notes ? (
+              <Text style={{ color: colors.textSecondary, fontSize: 11.5, lineHeight: 16, fontWeight: "500", fontFamily: Fonts.sans }}>
+                {sanitizeDisplayText(piece.notes)}
+              </Text>
+            ) : null}
+          </View>
+        ))}
+      </View>
+
+      {missing.length ? (
+        <MetaRow label="NOT VISIBLE" value={missing.map(sanitizeDisplayText).join(", ")} colors={colors} />
+      ) : null}
+
+      {(analysis.stylingNotes ?? []).length ? (
+        <View style={{ gap: 6 }}>
+          {(analysis.stylingNotes ?? []).slice(0, 3).map((note) => (
+            <Text key={note} style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "600", fontFamily: Fonts.sans }}>
+              {sanitizeDisplayText(note)}
+            </Text>
+          ))}
+        </View>
+      ) : null}
+
+      <View style={{ gap: 8 }}>
+        <View style={{ flexDirection: "row", gap: 8 }}>
+          <ActionButton
+            onPress={() => onAction?.({ type: "save_worn_outfit" })}
+            pressedBackground={auraTheme.accentTintStrong}
+            backgroundColor={auraTheme.accentTint}
+            borderColor="rgba(255,255,255,0.12)"
+          >
+            <Text style={{ color: "#F5F8FB", fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+              Save as worn
+            </Text>
+          </ActionButton>
+          <ActionButton
+            onPress={() => onAction?.({ type: "add_pieces_to_closet" })}
+            pressedBackground="rgba(255,255,255,0.08)"
+            backgroundColor={auraTheme.surfaceStrong}
+            borderColor={auraTheme.borderSoft}
+          >
+            <Text style={{ color: "#E7EDF5", fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+              Add pieces
+            </Text>
+          </ActionButton>
+        </View>
+        <CandidateButton
+          label="Ask AURA to improve this outfit"
+          tone="secondary"
+          onPress={() => onAction?.({ type: "improve_outfit" })}
+        />
+      </View>
+    </View>
+  );
+}
+
+function displayOutfitRole(role: string) {
+  if (role === "footwear") return "Shoes";
+  if (role === "outerwear") return "Outerwear";
+  return role.charAt(0).toUpperCase() + role.slice(1);
+}
+
 function ActionButton({
   children,
   onPress,
@@ -692,10 +884,14 @@ function ActionButton({
 
   return (
     <Animated.View style={{ flex: 1, transform: [{ scale }] }}>
-      <Pressable
+      <AuraPressable
         onPress={onPress}
         onPressIn={() => animateTo(0.97)}
         onPressOut={() => animateTo(1)}
+        haptic="light"
+        hapticTrigger="press"
+        pressedScale={0.97}
+        pressedOpacity={0.96}
         style={({ pressed }) => ({
           minHeight: 52,
           borderRadius: 18,
@@ -708,7 +904,7 @@ function ActionButton({
         })}
       >
         {children}
-      </Pressable>
+      </AuraPressable>
     </Animated.View>
   );
 }
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index 7886916..f59c774 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -3,7 +3,7 @@ import { Animated, FlatList, NativeScrollEvent, NativeSyntheticEvent, View } fro
 
 import type { AppColors } from "@/constants/theme";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { AuraCandidateAction, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
+import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLookAction, AuraLookOptionMeta, AuraOutfitPhotoAction } from "@/src/types/aura";
 
 import ChatMessage from "./ChatMessage";
 import type { AIMessage } from "./chatTypes";
@@ -69,6 +69,8 @@ export default function ChatList({
   onSwapOutfit,
   onAuraAction,
   onAuraCandidateAction,
+  onAuraOutfitPhotoAction,
+  onAuraLaundryAction,
 }: {
   colors: AppColors;
   messages: AIMessage[];
@@ -89,6 +91,8 @@ export default function ChatList({
     lookOption?: AuraLookOptionMeta,
   ) => void;
   onAuraCandidateAction?: (action: AuraCandidateAction, message: AIMessage) => void;
+  onAuraOutfitPhotoAction?: (action: AuraOutfitPhotoAction, message: AIMessage) => void;
+  onAuraLaundryAction?: (action: AuraLaundryConfirmationAction, message: AIMessage) => void;
 }) {
   const listRef = useRef<FlatList<AIMessage>>(null);
   const previousCountRef = useRef(messages.length);
@@ -193,6 +197,8 @@ export default function ChatList({
               onSwapOutfit={onSwapOutfit}
               onAuraAction={onAuraAction}
               onAuraCandidateAction={onAuraCandidateAction}
+              onAuraOutfitPhotoAction={onAuraOutfitPhotoAction}
+              onAuraLaundryAction={onAuraLaundryAction}
             />
           </View>
         );
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index faf0f47..50f98d7 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -14,7 +14,7 @@ import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { AuraCandidateAction, AuraLook, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
+import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLook, AuraLookAction, AuraLookOptionMeta, AuraOutfitPhotoAction } from "@/src/types/aura";
 
 import AuraReplyCard from "./AuraReplyCard";
 import OutfitMessage from "./OutfitMessage";
@@ -30,6 +30,12 @@ function fallbackStructuredIntro(message: AIMessage) {
   if (candidateItems.length) {
     return "I found this item. Review it before I add it to your wardrobe.";
   }
+  if (message.aura?.outfitAnalysis) {
+    return "I found this outfit. Review the pieces before saving or adding them.";
+  }
+  if (message.aura?.presentation === "laundry_confirmation") {
+    return message.aura.reply || "Which item did you mean?";
+  }
   if (message.aura?.look || message.aura?.lookOptions?.length) {
     if ((message.aura?.lookOptions?.length ?? 0) > 1) {
       return "Got you — I built a few looks from your closet that match that direction.";
@@ -53,6 +59,8 @@ export default function ChatMessage({
   onSwapOutfit,
   onAuraAction,
   onAuraCandidateAction,
+  onAuraOutfitPhotoAction,
+  onAuraLaundryAction,
 }: {
   colors: AppColors;
   message: AIMessage;
@@ -64,6 +72,8 @@ export default function ChatMessage({
   onSwapOutfit: (outfit: import("./chatTypes").ChatOutfit) => void;
   onAuraAction?: (action: AuraLookAction, message: AIMessage, look?: AuraLook, lookOption?: AuraLookOptionMeta) => void;
   onAuraCandidateAction?: (action: AuraCandidateAction, message: AIMessage) => void;
+  onAuraOutfitPhotoAction?: (action: AuraOutfitPhotoAction, message: AIMessage) => void;
+  onAuraLaundryAction?: (action: AuraLaundryConfirmationAction, message: AIMessage) => void;
 }) {
   const layout = useResponsiveLayout();
   const fade = useRef(new Animated.Value(0)).current;
@@ -231,6 +241,12 @@ export default function ChatMessage({
                 onCandidateAction={
                   onAuraCandidateAction ? (action) => onAuraCandidateAction(action, message) : undefined
                 }
+                onOutfitPhotoAction={
+                  onAuraOutfitPhotoAction ? (action) => onAuraOutfitPhotoAction(action, message) : undefined
+                }
+                onLaundryAction={
+                  onAuraLaundryAction ? (action) => onAuraLaundryAction(action, message) : undefined
+                }
               />
             </View>
           </Animated.View>
diff --git a/src/components/ai/InputBar.tsx b/src/components/ai/InputBar.tsx
index b2c7da9..8c191f6 100644
--- a/src/components/ai/InputBar.tsx
+++ b/src/components/ai/InputBar.tsx
@@ -16,6 +16,7 @@ import {
 } from "react-native";
 
 import { Fonts, type AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { getAttachmentGroupingLabel } from "@/src/lib/auraIntent";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -286,9 +287,13 @@ const sendScale = sendVisibilityAnim.interpolate({
             <View style={styles.attachmentHeader}>
               <Text style={styles.attachmentLabel}>ATTACHMENTS</Text>
               {(["same_item", "separate_items", "reference"] as const).map((role) => (
-                <Pressable
+                <AuraPressable
                   key={role}
                   onPress={() => onAttachmentRoleChange(role)}
+                  haptic="selection"
+                  hapticTrigger="press"
+                  pressedScale={0.96}
+                  pressedOpacity={0.88}
                   style={[
                     styles.attachmentRoleChip,
                     attachmentRole === role ? styles.attachmentRoleChipActive : null,
@@ -302,7 +307,7 @@ const sendScale = sendVisibilityAnim.interpolate({
                   >
                     {getAttachmentGroupingLabel(role)}
                   </Text>
-                </Pressable>
+                </AuraPressable>
               ))}
             </View>
             <View style={styles.attachmentItems}>
@@ -315,9 +320,14 @@ const sendScale = sendVisibilityAnim.interpolate({
                       <Ionicons name="mic" size={16} color={colors.text} />
                     </View>
                   )}
-                  <Pressable onPress={() => onRemoveAttachment(attachment.id)} style={styles.removeAttachmentButton}>
+                  <AuraPressable
+                    onPress={() => onRemoveAttachment(attachment.id)}
+                    pressedScale={0.92}
+                    pressedOpacity={0.86}
+                    style={styles.removeAttachmentButton}
+                  >
                     <Ionicons name="close" size={12} color="#fff" />
-                  </Pressable>
+                  </AuraPressable>
                 </View>
               ))}
             </View>
@@ -347,16 +357,19 @@ const sendScale = sendVisibilityAnim.interpolate({
 
         <Animated.View style={[styles.row, { minHeight: BASE_COMPOSER_HEIGHT - 8 }]}>
           <View style={styles.iconLane}>
-            <Pressable
+            <AuraPressable
               onPress={() => setMenuOpen((prev) => !prev)}
-              style={({ pressed }) => [
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.94}
+              pressedOpacity={0.9}
+              style={[
                 styles.sideButton,
                 menuOpen ? styles.sideButtonActive : null,
-                pressed ? styles.sideButtonPressed : null,
               ]}
             >
               <Ionicons name={menuOpen ? "close" : "add"} size={16} color={colors.text} />
-            </Pressable>
+            </AuraPressable>
           </View>
 
           <Animated.View style={[styles.inputSlot, { minHeight: inputHeightAnim }]}>
@@ -399,15 +412,18 @@ const sendScale = sendVisibilityAnim.interpolate({
           </Animated.View>
 
           <View style={styles.iconLane}>
-            <Pressable
+            <AuraPressable
               onPress={canSend ? handleSendPress : onMicPress}
               disabled={loading}
-              style={({ pressed }) => [
+              haptic={canSend ? "light" : "selection"}
+              hapticTrigger="press"
+              pressedScale={0.94}
+              pressedOpacity={0.9}
+              style={[
                 styles.sideButton,
                 styles.trailingButton,
                 canSend ? styles.trailingButtonSend : null,
                 recording && !canSend ? styles.trailingButtonRecording : null,
-                pressed ? styles.sideButtonPressed : null,
                 loading ? styles.sideButtonDisabled : null,
               ]}
             >
@@ -432,7 +448,7 @@ const sendScale = sendVisibilityAnim.interpolate({
               >
                 <Ionicons name="arrow-up" size={16} color="#EAF6FF" />
               </Animated.View>
-            </Pressable>
+            </AuraPressable>
           </View>
         </Animated.View>
       </Pressable>
@@ -452,10 +468,17 @@ function AttachmentOption({
   colors: AppColors;
 }) {
   return (
-    <Pressable onPress={onPress} style={({ pressed }) => [styles.attachmentOption, pressed ? styles.sideButtonPressed : null]}>
+    <AuraPressable
+      onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.96}
+      pressedOpacity={0.88}
+      style={styles.attachmentOption}
+    >
       <Ionicons name={icon} size={16} color={colors.text} />
       <Text style={styles.attachmentOptionText}>{label}</Text>
-    </Pressable>
+    </AuraPressable>
   );
 }
 
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index 546ce69..9f8d822 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -1,4 +1,4 @@
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
 import { Pressable, Text, View } from "react-native";
@@ -146,13 +146,11 @@ export default function OutfitMessage({
                   }}
                 />
                 {imageUri ? (
-                  <FastImage
+                  <AppImage
                     source={{
                       uri: imageUri,
-                      priority: FastImage.priority.normal,
-                      cache: FastImage.cacheControl.immutable,
                     }}
-                    resizeMode={FastImage.resizeMode.contain}
+                    resizeMode="contain"
                     style={[
                       { width: "100%", height: "100%", borderRadius: 14 },
                       imagePresentation.imageStyle,
diff --git a/src/components/ai/aiTheme.ts b/src/components/ai/aiTheme.ts
index f7d370e..e2a5e3a 100644
--- a/src/components/ai/aiTheme.ts
+++ b/src/components/ai/aiTheme.ts
@@ -7,24 +7,24 @@ export const auraTheme = {
   backgroundMid: palette.gradients.background[1],
   backgroundBottom: palette.gradients.background[2],
   gradientAura: palette.gradients.aura,
-  surface: "rgba(13,16,22,0.84)",
-  surfaceStrong: "rgba(16,19,26,0.94)",
-  surfaceSoft: "rgba(255,255,255,0.05)",
-  surfaceSofter: "rgba(255,255,255,0.028)",
-  border: "rgba(255,245,234,0.09)",
+  surface: palette.colors.surfaceGlass,
+  surfaceStrong: palette.colors.surfaceElevated,
+  surfaceSoft: palette.colors.chipBackground,
+  surfaceSofter: "rgba(255,255,255,0.03)",
+  border: palette.colors.border,
   borderSoft: palette.colors.borderSoft,
-  borderAccent: "rgba(220,210,255,0.18)",
-  accent: palette.colors.auraLavender,
+  borderAccent: palette.colors.purpleBorder,
+  accent: palette.colors.lightPurple,
   accentStrong: palette.colors.textPrimary,
-  accentTint: "rgba(216,200,255,0.12)",
-  accentTintStrong: "rgba(216,200,255,0.18)",
-  glow: "rgba(216,200,255,0.18)",
-  textMuted: "rgba(247,241,232,0.68)",
-  textFaint: "rgba(247,241,232,0.42)",
-  userBubble: "rgba(232,222,208,0.15)",
-  userBubbleEdge: "rgba(243,223,195,0.18)",
-  danger: "rgba(255,120,120,0.16)",
-  dangerBorder: "rgba(255,120,120,0.26)",
+  accentTint: palette.colors.purpleSurface,
+  accentTintStrong: palette.colors.purpleSurfaceStrong,
+  glow: palette.colors.purpleGlow,
+  textMuted: "rgba(255,255,255,0.68)",
+  textFaint: "rgba(255,255,255,0.42)",
+  userBubble: palette.colors.purpleSurface,
+  userBubbleEdge: palette.colors.purpleBorder,
+  danger: "rgba(255,77,79,0.16)",
+  dangerBorder: "rgba(255,77,79,0.26)",
 };
 
 export function auraShadow(opacity = 0.22) {
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index 5b1bb7c..917834a 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -1,8 +1,10 @@
 import {
   collection,
+  deleteDoc,
   doc,
   getDoc,
   getDocs,
+  increment,
   limit,
   orderBy,
   query,
@@ -31,8 +33,37 @@ export type AIChatThread = {
   lastMessagePreview: string;
   messageCount: number;
   threadId: string | null;
+  pinned: boolean;
+  archived: boolean;
+  titleEdited: boolean;
 };
 
+type ChatTitleSummaryInput = {
+  userText?: string | null;
+  assistantText?: string | null;
+  intent?: string | null;
+};
+
+const GENERIC_CHAT_TITLES = new Set([
+  "",
+  "aura chat",
+  "new chat",
+  "new stylist chat",
+  "image message",
+  "link shared",
+  "new message",
+]);
+
+const PRODUCT_BRAND_RULES: { pattern: RegExp; label: string }[] = [
+  { pattern: /\bhm\.com\b|\bh&m\b/i, label: "H&M" },
+  { pattern: /\bzara\.com\b|\bzara\b/i, label: "Zara" },
+  { pattern: /\bnike\.com\b|\bnike\b/i, label: "Nike" },
+  { pattern: /\baritzia\.com\b|\baritzia\b/i, label: "Aritzia" },
+  { pattern: /\buniqlo\.com\b|\buniqlo\b/i, label: "Uniqlo" },
+  { pattern: /\brevolve\.com\b|\brevolve\b/i, label: "Revolve" },
+  { pattern: /\bssense\.com\b|\bssense\b/i, label: "Ssense" },
+];
+
 function chatCollectionRef(uid: string) {
   return collection(db, "users", uid, "aiChats");
 }
@@ -45,33 +76,202 @@ function messageCollectionRef(uid: string, chatId: string) {
   return collection(db, "users", uid, "aiChats", chatId, "messages");
 }
 
+function sessionContextCollectionRef(uid: string, chatId: string) {
+  return collection(db, "users", uid, "aiChats", chatId, "sessionContext");
+}
+
+function stripUrls(value: string) {
+  return value
+    .replace(/https?:\/\/\S+/gi, " ")
+    .replace(/\bwww\.\S+/gi, " ")
+    .replace(/\?[^\s]+/g, " ");
+}
+
+function normalizeChatText(value?: string | null) {
+  return stripUrls(String(value ?? ""))
+    .replace(/[_|]+/g, " ")
+    .replace(/[^\w\s&/-]+/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function titleCase(value: string) {
+  return value.replace(/\b([a-z])/g, (match) => match.toUpperCase());
+}
+
+function truncateWords(value: string, maxWords = 6) {
+  return value
+    .split(/\s+/)
+    .filter(Boolean)
+    .slice(0, maxWords)
+    .join(" ");
+}
+
+function hasUrl(value?: string | null) {
+  return /https?:\/\/\S+|www\.\S+/i.test(String(value ?? ""));
+}
+
+function extractBrandLabel(value?: string | null) {
+  const source = String(value ?? "");
+  const match = PRODUCT_BRAND_RULES.find((rule) => rule.pattern.test(source));
+  return match?.label ?? null;
+}
+
+function cleanPreviewText(value?: string | null) {
+  const cleaned = normalizeChatText(value);
+  if (!cleaned) return "";
+  return cleaned.slice(0, 120).trim();
+}
+
+function sanitizeStoredPreview(value?: string | null) {
+  const raw = String(value ?? "").trim();
+  if (!raw) return "";
+  if (hasUrl(raw)) {
+    const brand = extractBrandLabel(raw);
+    return brand ? `Shared ${brand} link` : "Shared product link";
+  }
+  return cleanPreviewText(raw);
+}
+
+function fallbackTitleFromText(value?: string | null) {
+  const cleaned = truncateWords(normalizeChatText(value), 6);
+  if (!cleaned) return "New stylist chat";
+  return titleCase(cleaned);
+}
+
+function isGenericChatTitle(value?: string | null) {
+  const normalized = normalizeChatText(value).toLowerCase();
+  return (
+    !normalized ||
+    GENERIC_CHAT_TITLES.has(normalized) ||
+    hasUrl(value) ||
+    normalized.length > 48 ||
+    normalized.split(/\s+/).length > 7
+  );
+}
+
+export function summarizeChatTitle({
+  userText,
+  assistantText,
+  intent,
+}: ChatTitleSummaryInput) {
+  const rawUserText = String(userText ?? "").trim();
+  const combined = `${rawUserText} ${assistantText ?? ""} ${intent ?? ""}`.toLowerCase();
+  const brand = extractBrandLabel(rawUserText) ?? extractBrandLabel(assistantText);
+
+  if (hasUrl(rawUserText)) {
+    if (brand) return `Added ${brand} Item`;
+    return /\bcloset|wardrobe|import|add\b/i.test(rawUserText)
+      ? "Wardrobe Import"
+      : "Product Link Import";
+  }
+
+  if (/\bphoto|picture|selfie|mirror|wearing|fit check|outfit pic|analy[sz]e this outfit\b/i.test(combined)) {
+    return "Outfit Photo Analysis";
+  }
+
+  if (/\bimport|add to (?:my )?(?:closet|wardrobe)|save this item|product link|closet link\b/i.test(combined)) {
+    return brand ? `Added ${brand} Item` : "Wardrobe Import";
+  }
+
+  if (/\bunworn\b|\bignored pieces?\b|\bneglected pieces?\b/i.test(combined)) {
+    return "Unworn Pieces";
+  }
+
+  if (/\bwardrobe gaps?\b|\bwhat should i buy\b|\bwhat am i missing\b|\bmissing pieces?\b/i.test(combined)) {
+    return "Wardrobe Gaps";
+  }
+
+  if (/\bcloset insights?\b|\binsights?\b|\bcloset summary\b|\bwardrobe summary\b/i.test(combined)) {
+    return "Closet Insight Summary";
+  }
+
+  if (/\bsmart casual\b/i.test(combined)) {
+    return "Smart Casual Looks";
+  }
+
+  if (
+    /\b(3|three)\b/.test(combined) &&
+    /\boutfits?\b|\blooks?\b|\bdirections?\b|\boptions?\b/.test(combined)
+  ) {
+    return "Three Outfit Ideas";
+  }
+
+  if (/\bjacket|blazer|coat|outerwear\b/i.test(combined) && /\boutfit|look|style|wear\b/i.test(combined)) {
+    return "Jacket Outfit Options";
+  }
+
+  if (/\bstyle me today\b|\btoday'?s outfit\b|\bwhat should i wear today\b|\bstyle me now\b/i.test(combined)) {
+    return "Style Me Today";
+  }
+
+  return fallbackTitleFromText(rawUserText || assistantText || intent);
+}
+
+export function summarizeThreadDisplayTitle(
+  thread: Pick<AIChatThread, "title" | "lastMessagePreview"> & Partial<Pick<AIChatThread, "titleEdited">>
+) {
+  if (thread.titleEdited && String(thread.title ?? "").trim()) {
+    return String(thread.title).trim();
+  }
+  if (!isGenericChatTitle(thread.title)) {
+    return fallbackTitleFromText(thread.title);
+  }
+  return summarizeChatTitle({
+    userText: thread.title,
+    assistantText: thread.lastMessagePreview,
+  });
+}
+
 function sanitizeMessagePreview(message: AIMessage) {
   if (message.type === "outfit") return "Outfit suggestions";
+  if (message.aura?.lookOptions?.length) {
+    return `${message.aura.lookOptions.length} outfit directions`;
+  }
+  if (message.aura?.look) {
+    return cleanPreviewText(message.aura.title || message.aura.reply || "Outfit suggestion");
+  }
+  if (message.attachments?.some((attachment) => attachment.type === "image") && !String(message.text ?? "").trim()) {
+    return "Outfit photo shared";
+  }
   const text = String(message.text ?? "").trim();
   if (!text) return message.type === "system/action" ? "System update" : "New message";
-  return text.slice(0, 120);
-}
-
-function deriveTitle(seedText?: string | null) {
-  const text = String(seedText ?? "").trim();
-  if (!text) return "New stylist chat";
-  return text.slice(0, 44);
+  if (hasUrl(text)) {
+    const brand = extractBrandLabel(text);
+    return brand ? `Shared ${brand} link` : "Shared product link";
+  }
+  return cleanPreviewText(text) || "New message";
 }
 
 function toChatThread(snapshot: { id: string; data: () => Record<string, unknown> }): AIChatThread {
   const data = snapshot.data() ?? {};
+  const rawTitle = typeof data.title === "string" ? data.title.trim() : "";
+  const rawPreview = typeof data.lastMessagePreview === "string" ? data.lastMessagePreview.trim() : "";
   return {
     chatId: snapshot.id,
-    title: typeof data.title === "string" && data.title.trim() ? data.title.trim() : "New stylist chat",
+    title: summarizeThreadDisplayTitle({
+      title: rawTitle,
+      lastMessagePreview: rawPreview,
+      titleEdited: data.titleEdited === true,
+    }),
     createdAt: typeof data.createdAt === "number" ? data.createdAt : Date.now(),
     updatedAt: typeof data.updatedAt === "number" ? data.updatedAt : Date.now(),
-    lastMessagePreview:
-      typeof data.lastMessagePreview === "string" ? data.lastMessagePreview.trim() : "",
+    lastMessagePreview: sanitizeStoredPreview(rawPreview),
     messageCount: typeof data.messageCount === "number" ? data.messageCount : 0,
     threadId: typeof data.threadId === "string" ? data.threadId : null,
+    pinned: data.pinned === true,
+    archived: data.archived === true,
+    titleEdited: data.titleEdited === true,
   };
 }
 
+function sortChatThreads(threads: AIChatThread[]) {
+  return [...threads].sort((left, right) => {
+    if (left.pinned !== right.pinned) return left.pinned ? -1 : 1;
+    return right.updatedAt - left.updatedAt;
+  });
+}
+
 function toChatMessage(snapshot: { id: string; data: () => Record<string, unknown> }): AIMessage | null {
   const data = snapshot.data() ?? {};
   const type = data.type;
@@ -181,7 +381,8 @@ function isAuraResponse(value: unknown): value is AuraResponse {
     (candidate.presentation === undefined ||
       candidate.presentation === "chat" ||
       candidate.presentation === "card" ||
-      candidate.presentation === "candidate_preview") &&
+      candidate.presentation === "candidate_preview" ||
+      candidate.presentation === "laundry_confirmation") &&
     typeof candidate.title === "string" &&
     typeof candidate.reply === "string" &&
     typeof candidate.reason === "string" &&
@@ -201,7 +402,32 @@ function isAuraResponse(value: unknown): value is AuraResponse {
     (candidate.candidates === undefined ||
       (Array.isArray(candidate.candidates) && candidate.candidates.every(isAuraCandidateItem))) &&
     (candidate.candidateItems === undefined ||
-      (Array.isArray(candidate.candidateItems) && candidate.candidateItems.every(isAuraCandidateItem)))
+      (Array.isArray(candidate.candidateItems) && candidate.candidateItems.every(isAuraCandidateItem))) &&
+    (candidate.laundryAction === undefined ||
+      candidate.laundryAction === null ||
+      isAuraLaundryAction(candidate.laundryAction))
+  );
+}
+
+function isAuraLaundryAction(value: unknown): boolean {
+  const candidate = value as Record<string, unknown>;
+  return (
+    !!candidate &&
+    typeof candidate === "object" &&
+    (candidate.targetStatus === "clean" ||
+      candidate.targetStatus === "needs_wash" ||
+      candidate.targetStatus === "in_laundry") &&
+    Array.isArray(candidate.matches) &&
+    candidate.matches.every((match) => {
+      const item = match as Record<string, unknown>;
+      return (
+        item &&
+        typeof item === "object" &&
+        typeof item.itemId === "string" &&
+        typeof item.label === "string" &&
+        (item.subtitle === undefined || item.subtitle === null || typeof item.subtitle === "string")
+      );
+    })
   );
 }
 
@@ -296,12 +522,15 @@ export async function createChatThread(uid: string, seedText?: string | null) {
   const ref = doc(chatCollectionRef(uid));
   const now = Date.now();
   const payload = {
-    title: deriveTitle(seedText),
+    title: summarizeChatTitle({ userText: seedText }),
     createdAt: now,
     updatedAt: now,
     lastMessagePreview: "",
     messageCount: 0,
     threadId: null,
+    pinned: false,
+    archived: false,
+    titleEdited: false,
   };
   await setDoc(ref, payload);
   return {
@@ -315,14 +544,19 @@ export async function startNewChat(uid: string) {
 }
 
 export async function loadLatestChatThread(uid: string) {
-  const snap = await getDocs(query(chatCollectionRef(uid), orderBy("updatedAt", "desc"), limit(1)));
-  const docSnap = snap.docs[0];
-  return docSnap ? toChatThread(docSnap) : null;
+  const threads = await loadRecentChatThreads(uid, 24);
+  return threads[0] ?? null;
 }
 
-export async function loadRecentChatThreads(uid: string, max = 8) {
-  const snap = await getDocs(query(chatCollectionRef(uid), orderBy("updatedAt", "desc"), limit(max)));
-  return snap.docs.map((entry) => toChatThread(entry));
+export async function loadRecentChatThreads(uid: string, max = 24) {
+  const fetchCount = Math.max(max * 3, 36);
+  const snap = await getDocs(query(chatCollectionRef(uid), orderBy("updatedAt", "desc"), limit(fetchCount)));
+  return sortChatThreads(
+    snap.docs
+      .map((entry) => toChatThread(entry))
+      .filter((thread) => !thread.archived)
+      .slice(0, max)
+  );
 }
 
 export async function loadChatThread(uid: string, chatId: string) {
@@ -344,12 +578,9 @@ export async function appendMessageToChat(
   const chatRef = chatDocRef(uid, chatId);
   const messageRef = doc(messageCollectionRef(uid, chatId), message.id);
   const now = Date.now();
-  const existingChat = await getDoc(chatRef);
-  const existingCount =
-    existingChat.exists() && typeof existingChat.data()?.messageCount === "number"
-      ? (existingChat.data()?.messageCount as number)
-      : 0;
   const sanitizedAura = message.aura ? stripUndefinedDeep(message.aura) : undefined;
+  const threadSnap = await getDoc(chatRef);
+  const existingThread = threadSnap.exists() ? toChatThread(threadSnap) : null;
   const batch = writeBatch(db);
   batch.set(messageRef, {
     type: message.type,
@@ -384,10 +615,12 @@ export async function appendMessageToChat(
     {
       updatedAt: now,
       lastMessagePreview: sanitizeMessagePreview(message),
-      messageCount: existingCount + 1,
+      messageCount: increment(1),
       ...(typeof options?.threadId === "string" || options?.threadId === null ? { threadId: options.threadId } : {}),
-      ...(message.type === "user" && options?.titleFromUserText
-        ? { title: deriveTitle(options.titleFromUserText) }
+      ...(message.type === "user" &&
+      options?.titleFromUserText &&
+      !existingThread?.titleEdited
+        ? { title: summarizeChatTitle({ userText: options.titleFromUserText }) }
         : {}),
     },
     { merge: true }
@@ -400,8 +633,67 @@ export async function updateChatThread(uid: string, chatId: string, updates: Par
     chatDocRef(uid, chatId),
     {
       ...updates,
+      ...(typeof updates.title === "string"
+        ? { title: summarizeChatTitle({ userText: updates.title, assistantText: updates.lastMessagePreview }) }
+        : {}),
+      ...(typeof updates.lastMessagePreview === "string"
+        ? { lastMessagePreview: sanitizeStoredPreview(updates.lastMessagePreview) }
+        : {}),
       updatedAt: typeof updates.updatedAt === "number" ? updates.updatedAt : Date.now(),
     },
     { merge: true }
   );
 }
+
+export async function setChatPinned(uid: string, chatId: string, pinned: boolean) {
+  await setDoc(
+    chatDocRef(uid, chatId),
+    {
+      pinned,
+      updatedAt: Date.now(),
+    },
+    { merge: true }
+  );
+}
+
+export async function renameChatThread(uid: string, chatId: string, title: string) {
+  const nextTitle = String(title ?? "").trim() || "AURA chat";
+  await setDoc(
+    chatDocRef(uid, chatId),
+    {
+      title: nextTitle,
+      titleEdited: true,
+      updatedAt: Date.now(),
+    },
+    { merge: true }
+  );
+}
+
+export async function setChatArchived(uid: string, chatId: string, archived: boolean) {
+  await setDoc(
+    chatDocRef(uid, chatId),
+    {
+      archived,
+      updatedAt: Date.now(),
+    },
+    { merge: true }
+  );
+}
+
+async function deleteCollectionDocs(ref: ReturnType<typeof collection>) {
+  const snap = await getDocs(ref);
+  if (!snap.docs.length) return;
+
+  for (let index = 0; index < snap.docs.length; index += 400) {
+    const chunk = snap.docs.slice(index, index + 400);
+    const batch = writeBatch(db);
+    chunk.forEach((entry) => batch.delete(entry.ref));
+    await batch.commit();
+  }
+}
+
+export async function deleteChatThread(uid: string, chatId: string) {
+  await deleteCollectionDocs(messageCollectionRef(uid, chatId));
+  await deleteCollectionDocs(sessionContextCollectionRef(uid, chatId));
+  await deleteDoc(chatDocRef(uid, chatId));
+}
diff --git a/src/lib/assistantMemory.ts b/src/lib/assistantMemory.ts
index 606e35c..82b6e3f 100644
--- a/src/lib/assistantMemory.ts
+++ b/src/lib/assistantMemory.ts
@@ -327,6 +327,14 @@ export async function loadBehaviorProfile(uid: string) {
   return snap.exists() ? parseBehavior(snap.data()) : emptyBehavior();
 }
 
+export async function clearAssistantMemory(uid: string) {
+  const now = Date.now();
+  await Promise.all([
+    setDoc(profileDocRef(uid, MAIN_DOC_ID), { ...emptyMain(), updatedAt: now }),
+    setDoc(profileDocRef(uid, BEHAVIOR_DOC_ID), { ...emptyBehavior(), updatedAt: now }),
+  ]);
+}
+
 export function buildCompactMemorySummary(
   main: AssistantProfileMain,
   behavior?: AssistantProfileBehavior | null
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 2d18102..17bc769 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -27,11 +27,56 @@ type AskAuraArgs = {
     imageUrls?: string[];
     description?: string | null;
   } | null;
+  clientContext?: {
+    minimumCloset?: {
+      itemCount: number;
+      styleCoreProgress: string;
+      nextBestAdd: string | null;
+      outfitRange: number;
+      nudge: string;
+      tone: string;
+    };
+  };
 };
 
 const URL_RE = /https?:\/\/[^\s<>"']+/i;
 const LINK_PREVIEW_TIMEOUT_MS = 9000;
 
+function sanitizeUserInput(input: string): string {
+  return input
+    .trim()
+    .replace(/\0/g, "")
+    .slice(0, 2000)
+    .replace(/ignore previous instructions/gi, "")
+    .replace(/forget everything/gi, "")
+    .replace(/you are now/gi, "")
+    .replace(/system:/gi, "")
+    .replace(/assistant:/gi, "");
+}
+
+function sanitizeAuraArgs(args: AskAuraArgs): AskAuraArgs {
+  return {
+    ...args,
+    message: sanitizeUserInput(args.message),
+    history: args.history?.map((entry) => ({
+      ...entry,
+      text: sanitizeUserInput(entry.text),
+    })),
+    occasion: args.occasion ? sanitizeUserInput(args.occasion).slice(0, 120) : args.occasion,
+    clientIntent: args.clientIntent ? sanitizeUserInput(args.clientIntent).slice(0, 120) : args.clientIntent,
+    linkPreview: args.linkPreview
+      ? {
+          ...args.linkPreview,
+          title: args.linkPreview.title ? sanitizeUserInput(args.linkPreview.title).slice(0, 220) : args.linkPreview.title,
+          description: args.linkPreview.description
+            ? sanitizeUserInput(args.linkPreview.description).slice(0, 500)
+            : args.linkPreview.description,
+        }
+      : args.linkPreview,
+    clientContext: args.clientContext,
+  };
+}
+
 function normalizeAuraCandidatePayload(data: AuraResponse): AuraResponse {
   const candidateItems = data.candidateItems ?? data.candidates ?? [];
   if (!candidateItems.length) return data;
@@ -51,13 +96,14 @@ function normalizeAuraCandidatePayload(data: AuraResponse): AuraResponse {
 }
 
 export async function askAura(args: AskAuraArgs): Promise<AuraResponse> {
+  const safeArgs = sanitizeAuraArgs(args);
   const functions = getFunctions(app);
-  logAuraRequest("callable_send", args);
+  logAuraRequest("callable_send", safeArgs);
   const callable = httpsCallable<AskAuraArgs, { ok: boolean; data: AuraResponse }>(
     functions,
     "askAura"
   );
-  const result = await callable(args);
+  const result = await callable(safeArgs);
   return normalizeAuraCandidatePayload(result.data.data);
 }
 
@@ -80,7 +126,7 @@ function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
     url: url ?? null,
     projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID ?? null,
     requestKeys: Object.keys(args),
-    prompt: args.message,
+    promptLength: args.message.length,
     attachmentCount: args.attachments?.length ?? 0,
     attachments: args.attachments?.map((attachment) => ({
       type: attachment.type,
@@ -91,6 +137,14 @@ function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
     clientIntent: args.clientIntent ?? null,
     hasLinkPreview: !!args.linkPreview,
     linkPreviewHasImage: !!args.linkPreview?.imageUrl,
+    minimumCloset: args.clientContext?.minimumCloset
+      ? {
+          itemCount: args.clientContext.minimumCloset.itemCount,
+          styleCoreProgress: args.clientContext.minimumCloset.styleCoreProgress,
+          nextBestAdd: args.clientContext.minimumCloset.nextBestAdd,
+          outfitRange: args.clientContext.minimumCloset.outfitRange,
+        }
+      : null,
   });
 }
 
@@ -444,13 +498,11 @@ function processEventLines(
       await emitDeltaSmoothly(event.delta, callbacks.onDelta);
     }
     if (event.type === "final") {
-      console.log("[AURA_STREAM_RAW_FINAL]", trimmed);
       console.log("[AURA_STREAM_RAW]", "raw final stream payload", {
         keys: Object.keys(event.data ?? {}),
         presentation: event.data?.presentation,
         candidateItemsCount: event.data?.candidateItems?.length ?? 0,
         candidatesCount: event.data?.candidates?.length ?? 0,
-        payload: event.data,
       });
       const data = normalizeAuraCandidatePayload(event.data);
       console.log("[AURA_STREAM_FINAL]", "parsed final stream payload", {
@@ -551,7 +603,6 @@ async function askAuraStreamWithXhr(
       ...args,
     });
     logAuraRequest("xhr_send", args, getAskAuraStreamUrl());
-    console.log("[AURA_STREAM_REQUEST]", "xhr raw body", body);
     xhr.send(body);
   });
 }
@@ -560,7 +611,7 @@ export async function askAuraStream(
   args: AskAuraArgs,
   callbacks: AskAuraStreamCallbacks = {}
 ): Promise<AuraResponse> {
-  const enrichedArgs = await withClientLinkPreview(args);
+  const enrichedArgs = sanitizeAuraArgs(await withClientLinkPreview(args));
   const currentUser = auth.currentUser;
   const token = await currentUser?.getIdToken();
 
@@ -585,7 +636,6 @@ export async function askAuraStream(
   const url = getAskAuraStreamUrl();
   logAuraRequest("fetch_send", enrichedArgs, url);
   const body = JSON.stringify(enrichedArgs);
-  console.log("[AURA_STREAM_REQUEST]", "fetch raw body", body);
   let response: Response;
   try {
     response = await fetch(url, {
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
index 1a02c9b..0b42f08 100644
--- a/src/lib/auraAttachments.ts
+++ b/src/lib/auraAttachments.ts
@@ -8,7 +8,7 @@ import { normalizeCutoutImage } from "@/src/lib/cutoutNormalize";
 import { db, storage } from "@/src/lib/firebase";
 import { uploadItemPhoto } from "@/src/lib/uploadImage";
 import { analyzeCutoutVisualNormalization } from "@/src/lib/visualNormalization";
-import type { AuraCandidateItem } from "@/src/types/aura";
+import type { AuraCandidateItem, AuraDetectedOutfitPiece } from "@/src/types/aura";
 
 const AURA_UPLOAD_LOG = "[AURA_UPLOAD]";
 const AURA_DRAFT_LOG = "[AURA_DRAFT]";
@@ -620,6 +620,88 @@ function normalizeCandidateCategory(candidate: AuraCandidateItem) {
   return "top";
 }
 
+function categoryForDetectedOutfitPiece(piece: AuraDetectedOutfitPiece) {
+  if (piece.role === "footwear") return "footwear";
+  if (piece.role === "outerwear") return "outerwear";
+  if (piece.role === "accessory") return "accessory";
+  return piece.role;
+}
+
+export async function createAuraItemDraftsFromDetectedOutfit(params: {
+  uid: string;
+  pieces: AuraDetectedOutfitPiece[];
+  sourceImageUrl?: string | null;
+  prompt: string;
+}) {
+  const { uid, prompt } = params;
+  const sourceImageUrl = String(params.sourceImageUrl ?? "").trim();
+  if (!sourceImageUrl) {
+    throw new Error("Missing outfit photo reference.");
+  }
+  const visiblePieces = params.pieces
+    .filter((piece) => String(piece.label ?? "").trim())
+    .slice(0, 8);
+  const created: { itemId: string; candidateId: string; imageCount: number }[] = [];
+  const now = Date.now();
+
+  for (const piece of visiblePieces) {
+    const category = categoryForDetectedOutfitPiece(piece);
+    const candidateId = `outfit-piece-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
+    const docRef = doc(collection(db, "users", uid, "items"));
+    await setDoc(docRef, {
+      isDraft: true,
+      draftState: "draft",
+      itemLifecycleStatus: "candidate",
+      status: "AVAILABLE",
+      category,
+      subCategory: piece.label,
+      wearCountSinceWash: 0,
+      ingestionStatus: "pending",
+      ingestion: {
+        status: "pending",
+        lastRunAt: now,
+      },
+      ingestionSource: {
+        sourceHash: `outfit-photo:${sourceImageUrl}:${piece.role}:${piece.label}`,
+        sourceType: "aura_outfit_photo",
+        candidateId,
+      },
+      source: "aura_outfit_photo",
+      auraPrompt: prompt,
+      auraDetectedOutfitPiece: piece,
+      name: piece.label,
+      colorLabel: piece.color || "",
+      displayColor: piece.color || null,
+      notes: piece.notes || "Draft from outfit photo. Original photo is a reference, not a clean garment cutout.",
+      confidenceSummary: {
+        overall: typeof piece.confidence === "number" ? piece.confidence : 0.5,
+        notes: "Detected from worn outfit photo; review before using as a closet item.",
+      },
+      images: [{ originalUrl: sourceImageUrl, isPrimary: true }],
+      imageUrls: [sourceImageUrl],
+      originalImageUrl: sourceImageUrl,
+      cleanedImageUrl: null,
+      photoUrl: sourceImageUrl,
+      cleanedSource: null,
+      photos: {
+        originalUrl: sourceImageUrl,
+        primaryUrl: sourceImageUrl,
+        urls: [sourceImageUrl],
+        images: [{ originalUrl: sourceImageUrl, isPrimary: true }],
+      },
+      primaryImageProcessingStatus: "idle",
+      primaryImageProcessingError: null,
+      primaryImageProcessedAt: null,
+      createdAt: now,
+      updatedAt: now,
+    });
+    created.push({ itemId: docRef.id, candidateId, imageCount: 1 });
+  }
+
+  if (!created.length) throw new Error("No visible outfit pieces were detected.");
+  return created;
+}
+
 function withTimeout<T>(promise: Promise<T>, timeoutMs: number, label: string) {
   return Promise.race<T>([
     promise,
diff --git a/src/lib/auraIntent.ts b/src/lib/auraIntent.ts
index a96b562..9caceab 100644
--- a/src/lib/auraIntent.ts
+++ b/src/lib/auraIntent.ts
@@ -4,6 +4,8 @@ export type AuraImageIntent =
   | "general_chat"
   | "style_advice"
   | "analyze_image"
+  | "outfit_analysis"
+  | "worn_outfit_photo"
   | "identify_item"
   | "add_item"
   | "add_items_batch"
@@ -22,6 +24,8 @@ const ADD_RE = /\b(add|save|store|put|upload|log)\b.*\b(closet|wardrobe|item|ite
 const BATCH_RE = /\b(these|all|each|separate|multiple|items)\b/i;
 const COMPARE_RE = /\b(compare|which one|better|pick between|versus|vs\.?)\b/i;
 const OUTFIT_RE = /\b(outfit|look|style me|wear|fit|build)\b/i;
+const WORN_OUTFIT_PHOTO_RE =
+  /\b(outfit photo|mirror|selfie|wearing|worn outfit|my outfit|this outfit|this fit|fit check|what am i wearing|improve this outfit|fix this outfit|rate this outfit)\b/i;
 const IDENTIFY_RE = /\b(what is this|identify|brand|material|what item|what are these)\b/i;
 const URL_RE = /\bhttps?:\/\/[^\s<>"')\]]+/gi;
 const TRAILING_PUNCTUATION_RE = /[.,!?;:]+$/;
@@ -77,6 +81,8 @@ export function classifyAuraImageIntent(
   }
 
   if (COMPARE_RE.test(prompt) && imageAttachments.length > 1) return "compare_items";
+  if (!prompt) return "worn_outfit_photo";
+  if (WORN_OUTFIT_PHOTO_RE.test(prompt)) return "outfit_analysis";
   if (OUTFIT_RE.test(prompt)) return "style_advice";
   if (IDENTIFY_RE.test(prompt)) return "identify_item";
   return "analyze_image";
diff --git a/src/lib/auraLooks.ts b/src/lib/auraLooks.ts
index 4736e09..50ed3a8 100644
--- a/src/lib/auraLooks.ts
+++ b/src/lib/auraLooks.ts
@@ -36,6 +36,28 @@ function savedLooksCollection(uid: string) {
   return collection(db, "users", uid, "savedLooks");
 }
 
+function cleanAuraLookForFirestore(look: AuraLook): AuraLook {
+  return {
+    lookTitle: cleanAuraString(look.lookTitle),
+    vibe: cleanAuraString(look.vibe),
+    shortExplanation: cleanAuraString(look.shortExplanation),
+    stylingNote: cleanAuraString(look.stylingNote),
+    personalizationLabel: cleanAuraString(look.personalizationLabel),
+    personalizationNote: cleanAuraString(look.personalizationNote),
+    pieces: (look.pieces ?? []).map((piece) => ({
+      role: piece.role,
+      itemName: cleanAuraString(piece.itemName),
+      source: piece.source,
+      itemId: cleanAuraString(piece.itemId) || null,
+      imageUrl: cleanAuraString(piece.imageUrl) || null,
+    })),
+    fromCloset: (look.fromCloset ?? []).map(cleanAuraString).filter(Boolean),
+    addToComplete: (look.addToComplete ?? []).map(cleanAuraString).filter(Boolean),
+    alternates: (look.alternates ?? []).map(cleanAuraString).filter(Boolean),
+    actions: (look.actions ?? []).filter(Boolean),
+  };
+}
+
 export function auraLookToPlannedOutfit(look: AuraLook): PlannedOutfit {
   const roleMap = look.pieces.reduce<Record<string, string>>((acc, piece) => {
     if (piece.source !== "closet" || !piece.itemId) return acc;
@@ -61,14 +83,15 @@ export async function saveAuraLook(
 ) {
   const ref = options?.id ? doc(savedLooksCollection(uid), options.id) : doc(savedLooksCollection(uid));
   const now = Date.now();
+  const savedLook = cleanAuraLookForFirestore(look);
   const payload = {
-    look,
-    title: cleanAuraString(options?.title) || cleanAuraString(look.lookTitle) || "Saved look",
+    look: savedLook,
+    title: cleanAuraString(options?.title) || cleanAuraString(savedLook.lookTitle) || "Saved look",
     createdAt: now,
     updatedAt: now,
   };
   await setDoc(ref, payload, { merge: true });
-  void logAuraLookStyleEvent(uid, "outfit_saved", look, { source: "aura" });
+  void logAuraLookStyleEvent(uid, "outfit_saved", savedLook, { source: "aura" });
   return { id: ref.id, ...payload } satisfies SavedAuraLookRecord;
 }
 
@@ -109,21 +132,22 @@ export async function saveAuraFavoriteOutfit(
 
   const ref = doc(savedLooksCollection(uid), id);
   const now = Date.now();
+  const savedLook = cleanAuraLookForFirestore(look);
   const payload = {
     id,
-    title: cleanAuraString(options?.title) || cleanAuraString(look.lookTitle) || "Saved outfit",
+    title: cleanAuraString(options?.title) || cleanAuraString(savedLook.lookTitle) || "Saved outfit",
     createdAt: now,
     updatedAt: now,
     source: options?.source ?? "aura_swipe",
     sessionId: cleanAuraString(options?.sessionId) || null,
-    itemIds: getAuraLookItemIds(look),
-    stylingNote: cleanAuraString(look.stylingNote),
-    previewImageUrls: (look.pieces ?? [])
+    itemIds: getAuraLookItemIds(savedLook),
+    stylingNote: cleanAuraString(savedLook.stylingNote),
+    previewImageUrls: (savedLook.pieces ?? [])
       .map((piece) => cleanAuraString(piece.imageUrl))
       .filter(Boolean)
       .slice(0, 4),
-    outfitSnapshot: buildAuraLookSnapshot(look),
-    look,
+    outfitSnapshot: buildAuraLookSnapshot(savedLook),
+    look: savedLook,
   };
   console.log("Saving look for uid:", uid, "look:", id, "path:", `users/${uid}/savedLooks/${id}`);
   try {
@@ -132,7 +156,7 @@ export async function saveAuraFavoriteOutfit(
     console.error("SAVE LOOK ERROR:", e);
     throw e;
   }
-  void logAuraLookStyleEvent(uid, "outfit_saved", look, {
+  void logAuraLookStyleEvent(uid, "outfit_saved", savedLook, {
     source: options?.source === "aura_swipe" ? "aura" : (options?.source ?? "aura"),
   });
   return {
diff --git a/src/lib/auraMemory.ts b/src/lib/auraMemory.ts
index 5b2f247..30a6d51 100644
--- a/src/lib/auraMemory.ts
+++ b/src/lib/auraMemory.ts
@@ -12,7 +12,7 @@ import {
 import { db } from "@/src/lib/firebase";
 import type { AuraLook } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { WornOutfit } from "@/src/utils/dailyOutfits";
+import type { AnalyzedWornOutfit, WornOutfit } from "@/src/utils/dailyOutfits";
 import {
   AURA_MEMORY_VERSION,
   LEARNED_STYLE_MEMORY_DOC_ID,
@@ -381,6 +381,36 @@ export async function logWornOutfitStyleEvent(uid: string, wornOutfit: WornOutfi
   });
 }
 
+export async function logAnalyzedOutfitStyleEvent(uid: string, wornOutfit: AnalyzedWornOutfit) {
+  const pieces = wornOutfit.detectedPieces ?? [];
+  const firstLabelForRole = (role: string) =>
+    pieces.find((piece) => piece.role === role)?.label;
+  const accessories = pieces
+    .filter((piece) => piece.role === "accessory")
+    .map((piece) => piece.label)
+    .filter(Boolean);
+
+  return logStyleEvent(uid, {
+    type: "outfit_worn",
+    itemIds: [],
+    outfit: {
+      top: firstLabelForRole("top"),
+      outerwear: firstLabelForRole("outerwear"),
+      bottom: firstLabelForRole("bottom"),
+      footwear: firstLabelForRole("footwear"),
+      accessories: accessories.length ? accessories : undefined,
+    },
+    derivedTraits: {
+      colors: uniqueTokens(pieces.map((piece) => piece.color ?? null), 8),
+      categories: uniqueTokens(pieces.map((piece) => piece.role), 8),
+      formula: pieces.map((piece) => piece.role).filter(Boolean).join(" + "),
+      vibe: uniqueTokens(wornOutfit.outfitVibe ? [wornOutfit.outfitVibe] : [], 4),
+    },
+    source: "aura",
+    createdAt: wornOutfit.wornAt,
+  });
+}
+
 export async function logItemStyleEvent(
   uid: string,
   type: Extract<StyleEventType, "item_added" | "item_favorited" | "item_worn">,
diff --git a/src/lib/auraSwipe.ts b/src/lib/auraSwipe.ts
index 06eceaf..09ba62d 100644
--- a/src/lib/auraSwipe.ts
+++ b/src/lib/auraSwipe.ts
@@ -2,6 +2,9 @@ import { getFunctions, httpsCallable } from "firebase/functions";
 
 import { app } from "@/src/lib/firebase";
 import { getItemImageUrl } from "@/src/lib/itemImage";
+import { getMissingMinimumClosetCategories } from "@/src/lib/minimumCloset";
+import { generateOutfits } from "@/src/lib/outfitGenerator";
+import { toCanonicalCategory } from "@/src/lib/items";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook } from "@/src/types/aura";
 
@@ -150,6 +153,80 @@ function normalizeLookOptions(
   return [];
 }
 
+function roleForItem(item: ClothingItem): "top" | "bottom" | "shoes" | "outerwear" | "accessory" {
+  const category = toCanonicalCategory(item.category);
+  if (category === "bottom") return "bottom";
+  if (category === "shoes") return "shoes";
+  if (category === "outerwear") return "outerwear";
+  if (category === "accessory") return "accessory";
+  return "top";
+}
+
+function localSwipeBatchFromCloset(
+  args: Required<GenerateAuraSwipeBatchArgs> & { items: ClothingItem[] },
+): GenerateAuraSwipeBatchResponse | null {
+  const itemsById = new Map(args.items.map((item) => [item.id, item]));
+  const suggestions = generateOutfits(args.items, {
+    vibe: args.intentText,
+    includeOuterwear: true,
+    includeAccessory: true,
+    allowRewearToday: true,
+    allowOverWearLimit: true,
+  }).slice(0, args.numOutfits);
+
+  if (!suggestions.length) return null;
+
+  const lookOptions = suggestions.map<AuraSwipeBatchLook>((suggestion, index, list) => {
+    const pieces = suggestion.itemIds.flatMap((itemId) => {
+      const item = itemsById.get(itemId);
+      if (!item) return [];
+      return [{
+        role: roleForItem(item),
+        itemName: itemLabel(item),
+        source: "closet" as const,
+        itemId,
+        imageUrl: getItemImageUrl(item, { variant: "hero" }) ?? getItemImageUrl(item, { variant: "thumb" }) ?? null,
+      }];
+    });
+    const directionLabel = buildDirectionLabel(index, list.length);
+    const firstPiece = pieces[0]?.itemName ?? "Closet";
+    const secondPiece = pieces[1]?.itemName ?? "base";
+    const addToComplete = suggestion.missingSuggestions ?? [];
+
+    return {
+      id: `local_swipe_${index + 1}`,
+      position: index,
+      score: Math.max(0, pieces.length * 10 - addToComplete.length * 2),
+      reason: suggestion.reason,
+      directionLabel,
+      itemIds: pieces.flatMap((piece) => (piece.itemId ? [piece.itemId] : [])),
+      look: {
+        lookTitle: pieces.length >= 2 ? `${firstPiece} + ${secondPiece}` : suggestion.title,
+        vibe: directionLabel ? `${directionLabel} closet direction` : "closet-first direction",
+        shortExplanation: suggestion.reason,
+        stylingNote:
+          addToComplete.length > 0
+            ? "This uses only pieces already in your closet. Missing pieces are listed separately under Add to complete."
+            : "Built from category-complete pieces in your closet.",
+        personalizationLabel: directionLabel ? directionLabel.toUpperCase() : undefined,
+        personalizationNote: "Closet-first fallback from available items.",
+        pieces,
+        fromCloset: pieces.map((piece) => piece.itemName),
+        addToComplete,
+        alternates: [],
+        actions: [],
+      },
+    };
+  });
+
+  return {
+    batchId: `local_swipe_${Date.now()}`,
+    intentText: args.intentText,
+    lookOptions,
+    primaryLook: lookOptions[0] ?? null,
+  };
+}
+
 async function callGenerateAuraSwipeBatch(args: GenerateAuraSwipeBatchArgs) {
   const functions = getFunctions(app);
   const callable = httpsCallable<GenerateAuraSwipeBatchArgs, SwipeBackendResponse>(
@@ -178,6 +255,13 @@ export async function generateAuraSwipeBatch(
     numOutfits: args?.numOutfits ?? 8,
   };
   const itemsById = new Map((args?.items ?? []).map((item) => [item.id, item]));
+  const localItems = args?.items ?? [];
+  const isSparseCloset =
+    localItems.length > 0 && getMissingMinimumClosetCategories(localItems).length > 0;
+  if (isSparseCloset) {
+    const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
+    if (localBatch) return localBatch;
+  }
 
   try {
     const result = await callGenerateAuraSwipeBatch(request);
@@ -204,6 +288,8 @@ export async function generateAuraSwipeBatch(
       console.log("[AURA_SWIPE] generateAuraSwipeBatch failed; using fallback");
     }
     if (code && !code.includes("not-found")) {
+      const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
+      if (localBatch) return localBatch;
       throw error instanceof Error ? error : new Error(String(error));
     }
   }
@@ -214,6 +300,8 @@ export async function generateAuraSwipeBatch(
   }
   const lookOptions = normalizeLookOptions(fallback.data ?? {}, itemsById);
   if (lookOptions.length === 0) {
+    const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
+    if (localBatch) return localBatch;
     console.log("[AURA_SWIPE] no lookOptions after fallback");
     throw new Error("Unable to load swipe looks – empty lookOptions");
   }
diff --git a/src/types/aura.ts b/src/types/aura.ts
index fda1a2a..20fc873 100644
--- a/src/types/aura.ts
+++ b/src/types/aura.ts
@@ -6,6 +6,45 @@ export type AuraLookPiece = {
   imageUrl?: string | null;
 };
 
+export type AuraDetectedOutfitPiece = {
+  role: "top" | "bottom" | "footwear" | "outerwear" | "accessory";
+  label: string;
+  color?: string | null;
+  confidence?: number | null;
+  notes?: string | null;
+  visible?: boolean | null;
+};
+
+export type AuraOutfitPhotoAnalysis = {
+  detectedPieces: AuraDetectedOutfitPiece[];
+  outfitVibe?: string | null;
+  stylingNotes?: string[];
+  missingToComplete?: string[];
+  sourceImageUrl?: string | null;
+};
+
+export type AuraOutfitPhotoAction =
+  | { type: "save_worn_outfit" }
+  | { type: "add_pieces_to_closet" }
+  | { type: "improve_outfit" };
+
+export type AuraLaundryStatus = "clean" | "needs_wash" | "in_laundry";
+
+export type AuraLaundryAction = {
+  targetStatus: AuraLaundryStatus;
+  matches: {
+    itemId: string;
+    label: string;
+    subtitle?: string | null;
+  }[];
+};
+
+export type AuraLaundryConfirmationAction = {
+  type: "confirm_laundry_status";
+  itemId: string;
+  targetStatus: AuraLaundryStatus;
+};
+
 export type AuraLookAction =
   | "saveLook"
   | "planForToday"
@@ -68,7 +107,7 @@ export type AuraLookOptionMeta = {
 };
 
 export type AuraResponse = {
-  presentation?: "chat" | "card" | "candidate_preview";
+  presentation?: "chat" | "card" | "candidate_preview" | "outfit_analysis" | "laundry_confirmation";
   title: string;
   reply: string;
   reason: string;
@@ -84,4 +123,6 @@ export type AuraResponse = {
   lookOptions?: AuraLook[];
   candidates?: AuraCandidateItem[];
   candidateItems?: AuraCandidateItem[];
+  outfitAnalysis?: AuraOutfitPhotoAnalysis | null;
+  laundryAction?: AuraLaundryAction | null;
 };
diff --git a/src/utils/dailyOutfits.ts b/src/utils/dailyOutfits.ts
index d032abc..ce80733 100644
--- a/src/utils/dailyOutfits.ts
+++ b/src/utils/dailyOutfits.ts
@@ -17,7 +17,8 @@ import {
 } from "firebase/firestore";
 
 import { db } from "../lib/firebase";
-import { logWornOutfitStyleEvent } from "../lib/auraMemory";
+import { logAnalyzedOutfitStyleEvent, logWornOutfitStyleEvent } from "../lib/auraMemory";
+import type { AuraDetectedOutfitPiece } from "../types/aura";
 import { toDayKey } from "./date";
 
 export type OutfitItemsByCategory = {
@@ -45,6 +46,15 @@ export type WornOutfit = {
   wornAt: number;
 };
 
+export type AnalyzedWornOutfit = {
+  detectedPieces: AuraDetectedOutfitPiece[];
+  outfitVibe?: string | null;
+  stylingNotes?: string[];
+  missingToComplete?: string[];
+  sourceImageUrl?: string | null;
+  wornAt: number;
+};
+
 export type DailyOutfitRecord = {
   dateKey: string;
   plannedOutfit?: PlannedOutfit;
@@ -265,6 +275,37 @@ export async function markOutfitWorn(
   return getOutfitByDate(uid, key);
 }
 
+export async function markAnalyzedOutfitWorn(
+  uid: string,
+  dateKey: string | Date,
+  wornOutfit: AnalyzedWornOutfit
+) {
+  const key = normalizeDateKey(dateKey);
+  const ref = outfitDocRef(uid, key);
+  const payload = removeUndefinedFields({
+    dateKey: key,
+    itemIds: [],
+    planned: false,
+    wornOutfit: {
+      itemsByCategory: {},
+      wornAt: wornOutfit.wornAt,
+      source: "aura_outfit_photo",
+      sourceImageUrl: wornOutfit.sourceImageUrl ?? null,
+      detectedPieces: wornOutfit.detectedPieces,
+      outfitVibe: wornOutfit.outfitVibe ?? null,
+      stylingNotes: wornOutfit.stylingNotes ?? [],
+      missingToComplete: wornOutfit.missingToComplete ?? [],
+    },
+    wornAtMs: wornOutfit.wornAt,
+    updatedAt: serverTimestamp(),
+    createdAt: serverTimestamp(),
+  });
+
+  await setDoc(ref, payload, { merge: true });
+  void logAnalyzedOutfitStyleEvent(uid, wornOutfit);
+  return getOutfitByDate(uid, key);
+}
+
 export async function clearPlannedOutfit(uid: string, dateKey: string | Date) {
   const key = normalizeDateKey(dateKey);
   const ref = outfitDocRef(uid, key);

From c90624df75e35d2b1bb056498c021161ad7e9096 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:49:20 -0500
Subject: [PATCH 22/93] feat(closet): improve closet management and item
 ingestion

---
 app/(tabs)/add.tsx                            |  25 +-
 app/(tabs)/closet.tsx                         |  41 +-
 app/(tabs)/item/[id].tsx                      | 219 +++++--
 ...@six33+react-native-bg-removal+1.3.4.patch |  21 +
 scripts/backfill-closet-consistency.mjs       | 550 ++++++++++++++++++
 src/addItem/AddItemWizard.tsx                 |   7 +-
 src/addItem/hooks/useItemDraft.ts             |   8 +-
 src/addItem/hooks/usePhotoStep.ts             |  13 +-
 src/addItem/useAddItemController.ts           |   5 +-
 src/bg/removeBackground.ts                    | 251 ++++++--
 src/components/closet/ClosetItemCard.tsx      |  28 +-
 .../closet/ClosetProcessingSection.tsx        |   8 +-
 src/lib/itemImage.ts                          |  11 +-
 13 files changed, 1034 insertions(+), 153 deletions(-)
 create mode 100644 patches/@six33+react-native-bg-removal+1.3.4.patch
 create mode 100644 scripts/backfill-closet-consistency.mjs

diff --git a/app/(tabs)/add.tsx b/app/(tabs)/add.tsx
index 10ebf89..1b159e6 100644
--- a/app/(tabs)/add.tsx
+++ b/app/(tabs)/add.tsx
@@ -2,13 +2,34 @@ import { useLocalSearchParams } from "expo-router";
 import React, { useMemo } from "react";
 
 import { AddItemWizard } from "@/src/addItem/AddItemWizard";
+import { Category } from "@/src/shared/wardrobeTaxonomy";
+
+function parseSuggestedCategory(value?: string | string[]) {
+  const raw = Array.isArray(value) ? value[0] : value;
+  if (!raw) return null;
+  const normalized = String(raw).trim().toLowerCase();
+  if (normalized === Category.TOP || normalized === "tops") return Category.TOP;
+  if (normalized === Category.BOTTOM || normalized === "bottoms") return Category.BOTTOM;
+  if (normalized === Category.FOOTWEAR || normalized === "shoes") return Category.FOOTWEAR;
+  if (normalized === Category.OUTERWEAR) return Category.OUTERWEAR;
+  if (normalized === Category.ACCESSORY || normalized === "accessories") return Category.ACCESSORY;
+  if (normalized === Category.ONE_PIECE) return Category.ONE_PIECE;
+  return null;
+}
 
 export default function AddItemScreen() {
-  const { editId } = useLocalSearchParams<{ editId?: string }>();
+  const { editId, suggestedCategory } = useLocalSearchParams<{
+    editId?: string;
+    suggestedCategory?: string;
+  }>();
   const editItemId = useMemo(
     () => (Array.isArray(editId) ? editId[0] : editId) || null,
     [editId]
   );
+  const initialCategory = useMemo(
+    () => parseSuggestedCategory(suggestedCategory),
+    [suggestedCategory]
+  );
 
-  return <AddItemWizard editItemId={editItemId} />;
+  return <AddItemWizard editItemId={editItemId} initialCategory={initialCategory} />;
 }
diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index 4f542b4..c77e7b1 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -24,6 +24,7 @@ import { ClosetCategorySection } from "@/src/components/closet/ClosetCategorySec
 import { ClosetControlsRow } from "@/src/components/closet/ClosetControlsRow";
 import { ClosetFilterSheet } from "@/src/components/closet/ClosetFilterSheet";
 import { ClosetHeader } from "@/src/components/closet/ClosetHeader";
+import MinimumClosetProgressCard from "@/src/components/closet/MinimumClosetProgressCard";
 import { ClosetProcessingSection } from "@/src/components/closet/ClosetProcessingSection";
 import { ClosetSearchBar } from "@/src/components/closet/ClosetSearchBar";
 import type { ChatImageAttachment } from "@/src/components/ai/chatTypes";
@@ -43,10 +44,12 @@ import {
   isProcessingWardrobeItem,
   isVisibleWardrobeItem,
   listenToItems,
+  normalizeLaundryStatus,
   safeMarkWorn,
   toCanonicalCategory,
 } from "@/src/lib/items";
 import { logItemStyleEvent } from "@/src/lib/auraMemory";
+import { getMinimumClosetProgress, getSuggestedAddItemCategory } from "@/src/lib/minimumCloset";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
@@ -123,9 +126,9 @@ const SORT_OPTIONS: { key: SortMode; label: string }[] = [
 
 const STATUS_OPTIONS: { key: "ALL" | ClothingStatus; label: string }[] = [
   { key: "ALL", label: "All" },
-  { key: "AVAILABLE", label: "Available" },
-  { key: "WORN", label: "Worn" },
-  { key: "IN_LAUNDRY", label: "In Laundry" },
+  { key: "AVAILABLE", label: "Clean" },
+  { key: "WORN", label: "Needs wash" },
+  { key: "IN_LAUNDRY", label: "In laundry" },
 ];
 
 const PROCESSING_STALE_TIMEOUT_MS = 15 * 60 * 1000;
@@ -336,6 +339,18 @@ export default function ClosetScreen() {
     () => items.filter((item) => isVisibleWardrobeItem(item)),
     [items]
   );
+  const minimumClosetProgress = useMemo(
+    () => getMinimumClosetProgress(visibleItems),
+    [visibleItems]
+  );
+  const showMinimumClosetCard = !loading && !minimumClosetProgress.isUnlocked;
+  const openAddMissingItem = React.useCallback(() => {
+    const suggestedCategory = getSuggestedAddItemCategory(visibleItems);
+    router.push({
+      pathname: "/(tabs)/add",
+      params: suggestedCategory ? { suggestedCategory } : {},
+    });
+  }, [visibleItems]);
   const processingItems = useMemo(
     () =>
       items
@@ -423,7 +438,12 @@ export default function ClosetScreen() {
     const query = normalizeText(search);
     return sortItems(
       visibleItems.filter((item) => {
-        if (statusFilter !== "ALL" && item.status !== statusFilter) return false;
+        if (statusFilter !== "ALL") {
+          const laundryStatus = normalizeLaundryStatus(item);
+          if (statusFilter === "AVAILABLE" && laundryStatus !== "clean") return false;
+          if (statusFilter === "WORN" && laundryStatus !== "needs_wash") return false;
+          if (statusFilter === "IN_LAUNDRY" && laundryStatus !== "in_laundry") return false;
+        }
         if (categoryFilter !== "ALL" && toCanonicalCategory(item.category) !== categoryFilter) return false;
         if (brandFilter !== "ALL" && sanitizeDisplayText(item.brand) !== brandFilter) return false;
         if (
@@ -547,14 +567,19 @@ export default function ClosetScreen() {
         if (status === "AVAILABLE") {
           batch.update(ref, {
             status,
+            laundryStatus: "clean",
             wearCountSinceWash: 0,
             lastWashedDate: now,
+            lastWashedAt: now,
+            laundryUpdatedAt: now,
             updatedAt: now,
           });
           return;
         }
         batch.update(ref, {
           status,
+          laundryStatus: status === "IN_LAUNDRY" ? "in_laundry" : "needs_wash",
+          laundryUpdatedAt: now,
           updatedAt: now,
         });
       });
@@ -1073,6 +1098,14 @@ export default function ClosetScreen() {
           onRemove={(item) => void handleRemoveProcessingItem(item)}
         />
 
+        {showMinimumClosetCard ? (
+          <MinimumClosetProgressCard
+            colors={colors}
+            items={visibleItems}
+            onAddMissingItem={openAddMissingItem}
+          />
+        ) : null}
+
         {loading ? (
           <View style={{ paddingVertical: 48, alignItems: "center" }}>
             <ActivityIndicator color={colors.accent} />
diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index f933526..86678b0 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -1,10 +1,11 @@
 import { router, useLocalSearchParams } from "expo-router";
+import AppImage from "@/src/components/common/AppImage";
 import { deleteDoc, deleteField, doc, onSnapshot, updateDoc } from "firebase/firestore";
 import React, { useEffect, useMemo, useState } from "react";
 import {
   Alert,
+  type DimensionValue,
   Dimensions,
-  Image,
   Modal,
   NativeScrollEvent,
   NativeSyntheticEvent,
@@ -22,13 +23,17 @@ import { useAuth } from "../../../src/hooks/useAuth";
 import { useAppTheme } from "../../../src/hooks/useAppTheme";
 import { useResponsiveLayout } from "../../../src/hooks/useResponsiveLayout";
 import { db } from "../../../src/lib/firebase";
-import { getItemImagePresentation, getItemImageUrl } from "../../../src/lib/itemImage";
+import { getItemImageDecoration, getItemImagePresentation, getItemImageUrl } from "../../../src/lib/itemImage";
 import {
   getIngestionStatus,
+  LAUNDRY_STATUS_LABELS,
   markWashed as markWashedItem,
+  markNeedsWash,
+  normalizeLaundryStatus,
   safeMarkWorn,
   sendToLaundry,
 } from "../../../src/lib/items";
+import type { LaundryStatus } from "../../../src/types/ClothingItem";
 import { ClothingItem } from "../../../src/types/ClothingItem";
 
 type ItemDetails = ClothingItem & {
@@ -66,39 +71,15 @@ function getItemDetailImages(item: ItemDetails | null): DetailImageAsset[] {
   ];
 
   for (const image of sources) {
-    const candidate = getItemImageUrl(
-      {
-        ...item,
-        images: image
-          ? [
-              {
-                originalUrl: image.originalUrl ?? null,
-                cleanedUrl: image.cleanedUrl ?? null,
-                isPrimary: Boolean(image.isPrimary),
-              },
-            ]
-          : [],
-        photos: {
-          ...item.photos,
-          images: image
-            ? [
-                {
-                  originalUrl: image.originalUrl ?? null,
-                  cleanedUrl: image.cleanedUrl ?? null,
-                  isPrimary: Boolean(image.isPrimary),
-                },
-              ]
-            : [],
-          primaryUrl: image?.originalUrl ?? item.photos?.primaryUrl ?? null,
-        },
-      },
-      { variant: "hero" },
-    );
+    const isPrimary = Boolean(image?.isPrimary);
+    const candidate = isPrimary
+      ? getItemImageUrl(item, { variant: "hero" })
+      : String(image?.cleanedUrl ?? image?.originalUrl ?? "").trim() || null;
 
     if (candidate && isValidUrl(candidate)) {
       next.push({
         uri: candidate,
-        isPrimary: Boolean(image?.isPrimary),
+        isPrimary,
       });
     }
   }
@@ -213,8 +194,29 @@ export default function ItemDetailsScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const uid = user?.uid ?? null;
-  const { id } = useLocalSearchParams<{ id: string }>();
+  const { id, sourceTab } = useLocalSearchParams<{ id: string; sourceTab?: string }>();
   const itemId = useMemo(() => (Array.isArray(id) ? id[0] : id), [id]);
+  const resolvedSourceTab = useMemo(() => {
+    const value = Array.isArray(sourceTab) ? sourceTab[0] : sourceTab;
+    if (value === "closet" || value === "index" || value === "ai" || value === "calendar" || value === "profile") {
+      return value;
+    }
+    return null;
+  }, [sourceTab]);
+
+  function navigateBackToSource() {
+    if (resolvedSourceTab) {
+      const destination =
+        resolvedSourceTab === "index"
+          ? "/"
+          : (`/(tabs)/${resolvedSourceTab}` as "/(tabs)/closet" | "/(tabs)/ai" | "/(tabs)/calendar" | "/(tabs)/profile");
+      router.replace({
+        pathname: destination,
+      });
+      return;
+    }
+    router.back();
+  }
 
   const [item, setItem] = useState<ItemDetails | null>(null);
   const [loading, setLoading] = useState(true);
@@ -231,6 +233,7 @@ export default function ItemDetailsScreen() {
   const imagePresentation = getItemImagePresentation(item, {
     surface: "item_detail",
   });
+  const imageDecoration = getItemImageDecoration(item, "item_detail");
   const footerOffset = layout.composerOffset;
   const quickFacts = item
     ? [
@@ -238,9 +241,9 @@ export default function ItemDetailsScreen() {
         { label: "Sub-category", value: formatValue(item.subCategory) },
         { label: "Size", value: formatValue(item.size) },
         {
-          label: "Status",
-          value: formatValue(item.status || "available"),
-          tone: item.status === "IN_LAUNDRY" ? ("danger" as const) : ("default" as const),
+          label: "Laundry",
+          value: LAUNDRY_STATUS_LABELS[normalizeLaundryStatus(item)],
+          tone: normalizeLaundryStatus(item) === "in_laundry" ? ("danger" as const) : ("default" as const),
         },
         { label: "Last worn", value: formatDate(item.lastWornDate) },
         {
@@ -369,6 +372,29 @@ export default function ItemDetailsScreen() {
     }
   }
 
+  async function onMarkNeedsWash() {
+    if (!uid || !itemId) return router.replace("/(auth)/login");
+    try {
+      setActionLoading(true);
+      await markNeedsWash(uid, itemId);
+    } catch (e: any) {
+      console.log(e);
+      Alert.alert("Error", e?.message ?? "Failed to mark item as needs wash");
+    } finally {
+      setActionLoading(false);
+    }
+  }
+
+  function onLaundryStatusPress(status: LaundryStatus) {
+    if (status === "clean") {
+      onConfirmWashed();
+    } else if (status === "in_laundry") {
+      void onSendToLaundry();
+    } else {
+      void onMarkNeedsWash();
+    }
+  }
+
   function onConfirmWashed() {
     if (!uid || !itemId) return router.replace("/(auth)/login");
 
@@ -405,7 +431,7 @@ export default function ItemDetailsScreen() {
           onPress: async () => {
             try {
               await deleteDoc(doc(db, "users", uid, "items", itemId));
-              router.back();
+              navigateBackToSource();
             } catch (e: any) {
               console.log(e);
               Alert.alert("Error", e?.message ?? "Failed to delete");
@@ -514,7 +540,7 @@ export default function ItemDetailsScreen() {
           }}
         >
           <Pressable
-            onPress={() => router.back()}
+            onPress={navigateBackToSource}
             style={[pill, { backgroundColor: colors.surface, borderColor: colors.border }]}
           >
             <Text style={pillText}>Back</Text>
@@ -552,7 +578,7 @@ export default function ItemDetailsScreen() {
                   onPressImage={() => setDetailImageOpen(true)}
                   containerAspectRatio={imagePresentation.containerAspectRatio}
                   imageStyle={imagePresentation.imageStyle}
-                  resizeMode={imagePresentation.resizeMode}
+                  imageDecoration={imageDecoration}
                 />
               ) : (
                 <View
@@ -624,6 +650,34 @@ export default function ItemDetailsScreen() {
               ) : null}
             </SectionCard>
 
+            <SectionCard title="Laundry status" subtitle="This feeds Closet, Home, outfit generation, and AURA chat.">
+              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+                {(["needs_wash", "in_laundry", "clean"] as LaundryStatus[]).map((status) => {
+                  const selected = normalizeLaundryStatus(item) === status;
+                  return (
+                    <Pressable
+                      key={status}
+                      onPress={() => onLaundryStatusPress(status)}
+                      disabled={actionLoading || selected}
+                      style={{
+                        borderRadius: 999,
+                        paddingHorizontal: 12,
+                        paddingVertical: 9,
+                        backgroundColor: selected ? colors.ctaCream : "rgba(255,255,255,0.045)",
+                        borderWidth: selected ? 0 : 1,
+                        borderColor: "rgba(255,255,255,0.1)",
+                        opacity: actionLoading || selected ? 0.72 : 1,
+                      }}
+                    >
+                      <Text style={{ color: selected ? colors.ctaText : colors.text, fontWeight: "900" }}>
+                        {LAUNDRY_STATUS_LABELS[status]}
+                      </Text>
+                    </Pressable>
+                  );
+                })}
+              </View>
+            </SectionCard>
+
             <SectionCard
               title="AI details"
               subtitle="What the extraction pipeline inferred and how this item is currently classified."
@@ -792,7 +846,7 @@ export default function ItemDetailsScreen() {
             }
           }}
         >
-          {item.status === "IN_LAUNDRY" ? (
+          {normalizeLaundryStatus(item) === "in_laundry" ? (
             <Pressable
               onPress={onConfirmWashed}
               disabled={actionLoading}
@@ -989,14 +1043,17 @@ function ItemImageModal(props: {
                       minHeight: 360,
                       alignItems: "center",
                       justifyContent: "center",
-                      backgroundColor: "#fff",
+                      backgroundColor: "#e5d6bf",
                       borderRadius: 20,
                       overflow: "hidden",
-                      padding: 16,
+                      paddingHorizontal: 24,
+                      paddingVertical: 24,
                     }}
                   >
-                    <Image
-                      source={{ uri: image.uri }}
+                    <AppImage
+                      source={{
+                        uri: image.uri,
+                      }}
                       style={{ width: "100%", height: 520 }}
                       resizeMode="contain"
                     />
@@ -1036,7 +1093,14 @@ function DetailImageCarousel(props: {
   onPressImage: () => void;
   containerAspectRatio: number;
   imageStyle: object;
-  resizeMode: "contain";
+  imageDecoration: {
+    shadowStyle: {
+      width: DimensionValue;
+      height: DimensionValue;
+      bottom: DimensionValue;
+      opacity: number;
+    };
+  };
 }) {
   const {
     images,
@@ -1045,15 +1109,17 @@ function DetailImageCarousel(props: {
     onPressImage,
     containerAspectRatio,
     imageStyle,
-    resizeMode,
+    imageDecoration,
   } = props;
   const layout = useResponsiveLayout();
   const windowWidth = Dimensions.get("window").width;
   const cardWidth = Math.max(windowWidth - layout.horizontalPadding * 2 - 36, 1);
-  const cardHeight = Math.min(520, Math.max(280, cardWidth / Math.max(containerAspectRatio, 0.55)));
+  const cardHeight = Math.min(540, Math.max(300, cardWidth / Math.max(containerAspectRatio, 0.58)));
+  const cardGap = 14;
+  const pageWidth = cardWidth + cardGap;
 
   function onMomentumScrollEnd(event: NativeSyntheticEvent<NativeScrollEvent>) {
-    const nextIndex = Math.round(event.nativeEvent.contentOffset.x / cardWidth);
+    const nextIndex = Math.round(event.nativeEvent.contentOffset.x / pageWidth);
     onIndexChange(Math.max(0, Math.min(images.length - 1, nextIndex)));
   }
 
@@ -1061,37 +1127,74 @@ function DetailImageCarousel(props: {
     <View style={{ gap: 12 }}>
       <ScrollView
         horizontal
-        pagingEnabled
+        decelerationRate="fast"
+        snapToInterval={pageWidth}
+        snapToAlignment="start"
         showsHorizontalScrollIndicator={false}
-        contentOffset={{ x: cardWidth * activeIndex, y: 0 }}
+        contentContainerStyle={{ paddingRight: cardGap }}
+        contentOffset={{ x: pageWidth * activeIndex, y: 0 }}
         onMomentumScrollEnd={onMomentumScrollEnd}
       >
-        {images.map((image) => (
+        {images.map((image, index) => {
+          const isHeroImage = index === 0;
+          return (
           <Pressable
             key={image.uri}
             onPress={onPressImage}
-            style={{ width: cardWidth, borderRadius: 18 }}
+            style={{
+              width: cardWidth,
+              borderRadius: 18,
+              marginRight: index === images.length - 1 ? 0 : cardGap,
+            }}
           >
             <View
               style={{
                 width: "100%",
                 height: cardHeight,
                 borderRadius: 18,
-                backgroundColor: "rgba(255,255,255,0.04)",
+                backgroundColor: isHeroImage ? "#e5d6bf" : "rgba(255,255,255,0.04)",
                 overflow: "hidden",
                 alignItems: "center",
                 justifyContent: "center",
-                padding: 12,
+                borderWidth: 1,
+                borderColor: isHeroImage ? "rgba(88,66,38,0.08)" : "rgba(255,255,255,0.08)",
+                paddingHorizontal: isHeroImage ? 22 : 0,
+                paddingVertical: isHeroImage ? 24 : 0,
               }}
             >
-              <Image
-                source={{ uri: image.uri }}
-                style={[{ width: "100%", height: "100%" }, imageStyle]}
-                resizeMode={resizeMode}
+              {isHeroImage ? (
+                <View
+                  pointerEvents="none"
+                  style={{
+                    position: "absolute",
+                    width: imageDecoration.shadowStyle.width,
+                    height: imageDecoration.shadowStyle.height,
+                    bottom: imageDecoration.shadowStyle.bottom,
+                    borderRadius: 999,
+                    backgroundColor: "#6a5131",
+                    opacity: imageDecoration.shadowStyle.opacity,
+                  }}
+                />
+              ) : null}
+              <AppImage
+                source={{
+                  uri: image.uri,
+                }}
+                style={[
+                  {
+                    width: "100%",
+                    height: "100%",
+                  },
+                  isHeroImage
+                    ? imageStyle
+                    : null,
+                ]}
+                resizeMode="contain"
               />
             </View>
           </Pressable>
-        ))}
+        );
+        })}
       </ScrollView>
       {images.length > 1 ? (
         <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
diff --git a/patches/@six33+react-native-bg-removal+1.3.4.patch b/patches/@six33+react-native-bg-removal+1.3.4.patch
new file mode 100644
index 0000000..a0eeaa4
--- /dev/null
+++ b/patches/@six33+react-native-bg-removal+1.3.4.patch
@@ -0,0 +1,21 @@
+diff --git a/node_modules/@six33/react-native-bg-removal/android/src/main/java/com/backgroundremover/BackgroundRemoverModule.kt b/node_modules/@six33/react-native-bg-removal/android/src/main/java/com/backgroundremover/BackgroundRemoverModule.kt
+index 84d06cd..6184aa9 100644
+--- a/node_modules/@six33/react-native-bg-removal/android/src/main/java/com/backgroundremover/BackgroundRemoverModule.kt
++++ b/node_modules/@six33/react-native-bg-removal/android/src/main/java/com/backgroundremover/BackgroundRemoverModule.kt
+@@ -48,7 +48,15 @@ class BackgroundRemoverModule internal constructor(context: ReactApplicationCont
+     worker.execute {
+       try {
+         val segmenter = this.segmenter ?: createSegmenter()
+-        processWithRetries(segmenter, imageURI, trim, promise, attempt = 1)
++        segmenter.getInitTask()
++          .addOnSuccessListener {
++            processWithRetries(segmenter, imageURI, trim, promise, attempt = 1)
++          }
++          .addOnFailureListener { e ->
++            if (isProcessing.compareAndSet(true, false)) {
++              promise.reject("BackgroundRemover", "ML Kit subject segmentation model is not ready", e)
++            }
++          }
+       } catch (t: Throwable) {
+         if (isProcessing.compareAndSet(true, false)) {
+           promise.reject("BackgroundRemover", t)
diff --git a/scripts/backfill-closet-consistency.mjs b/scripts/backfill-closet-consistency.mjs
new file mode 100644
index 0000000..c806699
--- /dev/null
+++ b/scripts/backfill-closet-consistency.mjs
@@ -0,0 +1,550 @@
+#!/usr/bin/env node
+
+import { readFile } from "node:fs/promises";
+import os from "node:os";
+import path from "node:path";
+
+const PROJECT_ID = "closet-app-57146";
+const DATABASE = "(default)";
+const FIREBASE_CLIENT_ID = String(process.env.FIREBASE_CLIENT_ID ?? "").trim();
+const FIREBASE_CLIENT_SECRET = String(process.env.FIREBASE_CLIENT_SECRET ?? "").trim();
+const FIRESTORE_SCOPE = "https://www.googleapis.com/auth/cloud-platform";
+
+function parseArgs(argv) {
+  const args = {
+    uid: "",
+    dryRun: false,
+    limit: null,
+  };
+
+  for (let index = 2; index < argv.length; index += 1) {
+    const value = argv[index];
+    if (value === "--dry-run") {
+      args.dryRun = true;
+      continue;
+    }
+    if (value === "--uid") {
+      args.uid = String(argv[index + 1] ?? "").trim();
+      index += 1;
+      continue;
+    }
+    if (value === "--limit") {
+      const raw = Number(argv[index + 1] ?? "");
+      args.limit = Number.isFinite(raw) && raw > 0 ? raw : null;
+      index += 1;
+    }
+  }
+
+  if (!args.uid) {
+    throw new Error("Missing required --uid");
+  }
+
+  return args;
+}
+
+function configStorePath() {
+  return path.join(os.homedir(), ".config", "configstore", "firebase-tools.json");
+}
+
+async function loadFirebaseAccessToken() {
+  if (!FIREBASE_CLIENT_ID || !FIREBASE_CLIENT_SECRET) {
+    throw new Error("Missing FIREBASE_CLIENT_ID or FIREBASE_CLIENT_SECRET environment variable.");
+  }
+
+  const raw = await readFile(configStorePath(), "utf8");
+  const parsed = JSON.parse(raw);
+  const refreshToken = String(parsed?.tokens?.refresh_token ?? "").trim();
+  if (!refreshToken) {
+    throw new Error("Missing Firebase CLI refresh token. Run `firebase login` first.");
+  }
+
+  const body = new URLSearchParams({
+    refresh_token: refreshToken,
+    client_id: FIREBASE_CLIENT_ID,
+    client_secret: FIREBASE_CLIENT_SECRET,
+    grant_type: "refresh_token",
+    scope: FIRESTORE_SCOPE,
+  });
+  const response = await fetch("https://www.googleapis.com/oauth2/v3/token", {
+    method: "POST",
+    headers: {
+      "Content-Type": "application/x-www-form-urlencoded",
+    },
+    body,
+  });
+  if (!response.ok) {
+    const text = await response.text();
+    throw new Error(`Could not mint Google access token: ${text}`);
+  }
+  const payload = await response.json();
+  const accessToken = String(payload?.access_token ?? "").trim();
+  if (!accessToken) {
+    throw new Error("Google access token response was missing access_token.");
+  }
+  return accessToken;
+}
+
+async function firestoreRequest(accessToken, url, init = {}) {
+  const response = await fetch(url, {
+    ...init,
+    headers: {
+      Authorization: `Bearer ${accessToken}`,
+      "Content-Type": "application/json",
+      ...(init.headers ?? {}),
+    },
+  });
+
+  if (!response.ok) {
+    const text = await response.text();
+    throw new Error(`Firestore request failed (${response.status}): ${text}`);
+  }
+
+  return response;
+}
+
+function documentBaseUrl(uid) {
+  return `https://firestore.googleapis.com/v1/projects/${PROJECT_ID}/databases/${DATABASE}/documents/users/${uid}/items`;
+}
+
+function decodeValue(value) {
+  if (value === undefined || value === null) return null;
+  if ("nullValue" in value) return null;
+  if ("stringValue" in value) return value.stringValue;
+  if ("booleanValue" in value) return value.booleanValue;
+  if ("integerValue" in value) return Number(value.integerValue);
+  if ("doubleValue" in value) return Number(value.doubleValue);
+  if ("timestampValue" in value) return value.timestampValue;
+  if ("arrayValue" in value) {
+    return (value.arrayValue.values ?? []).map(decodeValue);
+  }
+  if ("mapValue" in value) {
+    const result = {};
+    for (const [key, fieldValue] of Object.entries(value.mapValue.fields ?? {})) {
+      result[key] = decodeValue(fieldValue);
+    }
+    return result;
+  }
+  return null;
+}
+
+function decodeDocument(document) {
+  const result = {
+    id: String(document.name ?? "").split("/").pop() ?? "",
+  };
+  for (const [key, value] of Object.entries(document.fields ?? {})) {
+    result[key] = decodeValue(value);
+  }
+  return result;
+}
+
+function encodeValue(value) {
+  if (value === null || value === undefined) return { nullValue: null };
+  if (Array.isArray(value)) {
+    return {
+      arrayValue: {
+        values: value.map((entry) => encodeValue(entry)),
+      },
+    };
+  }
+  if (typeof value === "string") return { stringValue: value };
+  if (typeof value === "boolean") return { booleanValue: value };
+  if (typeof value === "number") {
+    if (!Number.isFinite(value)) return { nullValue: null };
+    if (Number.isInteger(value)) return { integerValue: String(value) };
+    return { doubleValue: value };
+  }
+  if (typeof value === "object") {
+    const fields = {};
+    for (const [key, entry] of Object.entries(value)) {
+      fields[key] = encodeValue(entry);
+    }
+    return { mapValue: { fields } };
+  }
+  return { nullValue: null };
+}
+
+function encodePatch(update) {
+  const fields = {};
+  for (const [key, value] of Object.entries(update)) {
+    fields[key] = encodeValue(value);
+  }
+  return { fields };
+}
+
+function setPath(target, pathValue, value) {
+  const parts = pathValue.split(".");
+  let cursor = target;
+  for (let index = 0; index < parts.length - 1; index += 1) {
+    const key = parts[index];
+    cursor[key] = cursor[key] && typeof cursor[key] === "object" ? cursor[key] : {};
+    cursor = cursor[key];
+  }
+  cursor[parts[parts.length - 1]] = value;
+}
+
+function getPath(source, pathValue) {
+  const parts = pathValue.split(".");
+  let cursor = source;
+  for (const key of parts) {
+    if (!cursor || typeof cursor !== "object" || !(key in cursor)) return undefined;
+    cursor = cursor[key];
+  }
+  return cursor;
+}
+
+function deepEqual(a, b) {
+  return JSON.stringify(a) === JSON.stringify(b);
+}
+
+function normalizeText(value) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ");
+}
+
+function isValidUrl(value) {
+  const url = String(value ?? "").trim();
+  return Boolean(url && (/^https?:\/\//i.test(url) || url.startsWith("file://")));
+}
+
+function normalizeImageEntry(entry, fallbackPrimary = false) {
+  if (!entry || typeof entry !== "object") return null;
+  const originalUrl = String(entry.originalUrl ?? entry.url ?? "").trim();
+  if (!isValidUrl(originalUrl)) return null;
+  const cleanedUrl = String(entry.cleanedUrl ?? "").trim();
+  return {
+    originalUrl,
+    ...(isValidUrl(cleanedUrl) ? { cleanedUrl } : {}),
+    isPrimary: Boolean(entry.isPrimary ?? fallbackPrimary),
+  };
+}
+
+function uniqueUrls(values) {
+  const seen = new Set();
+  const next = [];
+  for (const value of values) {
+    const url = String(value ?? "").trim();
+    if (!isValidUrl(url) || seen.has(url)) continue;
+    seen.add(url);
+    next.push(url);
+  }
+  return next;
+}
+
+function buildCanonicalImages(item) {
+  const existingEntries = [
+    ...(Array.isArray(item.images) ? item.images : []),
+    ...(Array.isArray(item.photos?.images) ? item.photos.images : []),
+  ]
+    .map((entry) => normalizeImageEntry(entry))
+    .filter(Boolean);
+
+  const originalPrimaryCandidates = [
+    String(item.originalImageUrl ?? "").trim(),
+    String(item.photos?.originalUrl ?? "").trim(),
+  ].filter(isValidUrl);
+  const displayPrimaryCandidates = [
+    String(item.photos?.primaryUrl ?? "").trim(),
+    String(item.photoUrl ?? "").trim(),
+  ].filter(isValidUrl);
+  const primaryCandidates =
+    originalPrimaryCandidates.length > 0 ? originalPrimaryCandidates : displayPrimaryCandidates;
+  const orderedUrls = uniqueUrls([
+    ...primaryCandidates,
+    ...existingEntries.map((entry) => entry.originalUrl),
+    ...(Array.isArray(item.imageUrls) ? item.imageUrls : []),
+    ...(Array.isArray(item.photos?.urls) ? item.photos.urls : []),
+  ]);
+
+  const preferredPrimary =
+    existingEntries.find((entry) => entry.isPrimary)?.originalUrl ??
+    primaryCandidates[0] ??
+    orderedUrls[0] ??
+    null;
+
+  const cleanedPrimary =
+    String(item.cleanedImageUrl ?? item.photos?.cleanedUrl ?? item.photos?.cleanedPhotoUrl ?? "").trim() ||
+    null;
+
+  const entryMap = new Map();
+  for (const entry of existingEntries) {
+    const current = entryMap.get(entry.originalUrl) ?? {
+      originalUrl: entry.originalUrl,
+      cleanedUrl: null,
+      isPrimary: false,
+    };
+    current.cleanedUrl = current.cleanedUrl || entry.cleanedUrl || null;
+    current.isPrimary = current.isPrimary || Boolean(entry.isPrimary);
+    entryMap.set(entry.originalUrl, current);
+  }
+
+  for (const url of orderedUrls) {
+    if (!entryMap.has(url)) {
+      entryMap.set(url, {
+        originalUrl: url,
+        cleanedUrl: null,
+        isPrimary: url === preferredPrimary,
+      });
+    }
+  }
+
+  const canonicalImages = orderedUrls.map((url, index) => {
+    const entry = entryMap.get(url);
+    const isPrimary = url === preferredPrimary || (!preferredPrimary && index === 0);
+    return {
+      originalUrl: entry.originalUrl,
+      ...(isPrimary && isValidUrl(cleanedPrimary)
+        ? { cleanedUrl: cleanedPrimary }
+        : isValidUrl(entry.cleanedUrl)
+          ? { cleanedUrl: entry.cleanedUrl }
+          : {}),
+      isPrimary,
+    };
+  });
+
+  return {
+    images: canonicalImages,
+    primaryOriginalUrl: canonicalImages[0]?.originalUrl ?? null,
+    primaryDisplayUrl:
+      String(item.photoUrl ?? item.photos?.primaryUrl ?? "").trim() ||
+      (isValidUrl(cleanedPrimary) ? cleanedPrimary : canonicalImages[0]?.originalUrl ?? null),
+    cleanedPrimaryUrl: isValidUrl(cleanedPrimary) ? cleanedPrimary : null,
+    normalizedUrl:
+      String(item.photos?.normalizedUrl ?? item.normalizedUrl ?? item.photos?.previewUrl ?? "").trim() || null,
+  };
+}
+
+function getVisualNormalizationDefaults(item) {
+  const joined = `${normalizeText(item.category)} ${normalizeText(item.subCategory)} ${normalizeText(item.type)}`;
+
+  if (joined.includes("shirt") || joined.includes("polo")) {
+    return { recommendedScale: 1.01, recommendedTranslateY: 5, anchor: "top" };
+  }
+  if (joined.includes("blouse")) {
+    return { recommendedScale: 1.0, recommendedTranslateY: 5, anchor: "top" };
+  }
+  if (joined.includes("tee") || joined.includes("t-shirt")) {
+    return { recommendedScale: 0.99, recommendedTranslateY: 4, anchor: "top" };
+  }
+  if (
+    joined.includes("jacket") ||
+    joined.includes("coat") ||
+    joined.includes("overshirt") ||
+    joined.includes("hoodie")
+  ) {
+    return { recommendedScale: 1.02, recommendedTranslateY: 2, anchor: "top" };
+  }
+  if (joined.includes("pants") || joined.includes("jeans") || joined.includes("trousers")) {
+    return { recommendedScale: 1.0, recommendedTranslateY: 1, anchor: "waist" };
+  }
+  if (joined.includes("shoe") || joined.includes("sneaker") || joined.includes("boot")) {
+    return { recommendedScale: 0.94, recommendedTranslateY: 2, anchor: "foot" };
+  }
+  return { recommendedScale: 0.96, recommendedTranslateY: 0, anchor: "center" };
+}
+
+function isTopLikeItem(item) {
+  const joined = `${normalizeText(item.category)} ${normalizeText(item.subCategory)} ${normalizeText(item.type)}`;
+  return /shirt|polo|blouse|tee|t-shirt|top|crop top|sweater|overshirt|hoodie|jacket|coat|outerwear/.test(
+    joined
+  );
+}
+
+function clamp(value, min, max) {
+  return Math.max(min, Math.min(max, value));
+}
+
+function sanitizeVisualNormalization(item) {
+  const current = item.visualNormalization;
+  if (!current || typeof current !== "object") {
+    return null;
+  }
+
+  const defaults = getVisualNormalizationDefaults(item);
+  const next = {
+    ...current,
+    recommendedScale:
+      typeof current.recommendedScale === "number"
+        ? clamp(current.recommendedScale, defaults.recommendedScale - 0.04, defaults.recommendedScale + 0.04)
+        : defaults.recommendedScale,
+    recommendedTranslateY:
+      typeof current.recommendedTranslateY === "number"
+        ? Math.round(clamp(current.recommendedTranslateY, defaults.recommendedTranslateY - 3, defaults.recommendedTranslateY + 3))
+        : defaults.recommendedTranslateY,
+    anchor: current.anchor ?? defaults.anchor,
+  };
+
+  if (current.contentBounds && typeof current.contentBounds === "object" && isTopLikeItem(item)) {
+    next.contentBounds = {
+      ...current.contentBounds,
+      widthPct:
+        typeof current.contentBounds.widthPct === "number"
+          ? Number(clamp(current.contentBounds.widthPct, 72, 80).toFixed(2))
+          : current.contentBounds.widthPct,
+      heightPct:
+        typeof current.contentBounds.heightPct === "number"
+          ? Number(clamp(current.contentBounds.heightPct, 74, 84).toFixed(2))
+          : current.contentBounds.heightPct,
+    };
+    next.contentWidthPct =
+      typeof next.contentBounds.widthPct === "number" ? next.contentBounds.widthPct : current.contentWidthPct;
+    next.contentHeightPct =
+      typeof next.contentBounds.heightPct === "number" ? next.contentBounds.heightPct : current.contentHeightPct;
+  }
+
+  return next;
+}
+
+function buildUpdate(item) {
+  const next = {};
+  const canonicalImages = buildCanonicalImages(item);
+  const nextImageUrls = canonicalImages.images.map((entry) => entry.originalUrl);
+
+  const desired = {
+    images: canonicalImages.images,
+    imageUrls: nextImageUrls,
+    originalImageUrl: canonicalImages.primaryOriginalUrl,
+    photoUrl: canonicalImages.primaryDisplayUrl,
+    cleanedImageUrl: canonicalImages.cleanedPrimaryUrl,
+    "photos.images": canonicalImages.images,
+    "photos.urls": nextImageUrls,
+    "photos.originalUrl": canonicalImages.primaryOriginalUrl,
+    "photos.primaryUrl": canonicalImages.primaryDisplayUrl,
+    "photos.cleanedUrl": canonicalImages.cleanedPrimaryUrl,
+    "photos.cleanedPhotoUrl": canonicalImages.cleanedPrimaryUrl,
+  };
+
+  if (canonicalImages.normalizedUrl) {
+    desired["photos.normalizedUrl"] = canonicalImages.normalizedUrl;
+  }
+
+  const normalizedVisual = sanitizeVisualNormalization(item);
+  if (normalizedVisual) {
+    desired.visualNormalization = normalizedVisual;
+  }
+
+  for (const [pathValue, value] of Object.entries(desired)) {
+    if (!deepEqual(getPath(item, pathValue), value)) {
+      setPath(next, pathValue, value);
+    }
+  }
+
+  return next;
+}
+
+async function listItems(accessToken, uid) {
+  let nextPageToken = null;
+  const documents = [];
+
+  do {
+    const params = new URLSearchParams();
+    params.set("pageSize", "200");
+    if (nextPageToken) params.set("pageToken", nextPageToken);
+    const response = await firestoreRequest(
+      accessToken,
+      `${documentBaseUrl(uid)}?${params.toString()}`
+    );
+    const payload = await response.json();
+    documents.push(...(payload.documents ?? []));
+    nextPageToken = payload.nextPageToken ?? null;
+  } while (nextPageToken);
+
+  return documents.map(decodeDocument);
+}
+
+async function patchItem(accessToken, uid, itemId, update) {
+  const updateMask = [];
+
+  function flatten(prefix, value) {
+    for (const [key, entry] of Object.entries(value)) {
+      const pathValue = prefix ? `${prefix}.${key}` : key;
+      updateMask.push(pathValue);
+      if (entry && typeof entry === "object" && !Array.isArray(entry) && !(entry instanceof Date)) {
+        flatten(pathValue, entry);
+      }
+    }
+  }
+
+  updateMask.length = 0;
+  function collectPaths(prefix, value) {
+    for (const [key, entry] of Object.entries(value)) {
+      const pathValue = prefix ? `${prefix}.${key}` : key;
+      if (entry && typeof entry === "object" && !Array.isArray(entry)) {
+        collectPaths(pathValue, entry);
+      } else {
+        updateMask.push(pathValue);
+      }
+    }
+  }
+  collectPaths("", update);
+
+  const params = new URLSearchParams();
+  for (const pathValue of updateMask) {
+    params.append("updateMask.fieldPaths", pathValue);
+  }
+
+  await firestoreRequest(accessToken, `${documentBaseUrl(uid)}/${itemId}?${params.toString()}`, {
+    method: "PATCH",
+    body: JSON.stringify(encodePatch(update)),
+  });
+}
+
+async function main() {
+  const args = parseArgs(process.argv);
+  const accessToken = await loadFirebaseAccessToken();
+  const allItems = await listItems(accessToken, args.uid);
+  const items = allItems
+    .filter((item) => item.isDraft !== true)
+    .slice(0, args.limit ?? undefined);
+
+  let checked = 0;
+  let changed = 0;
+  const samples = [];
+
+  for (const item of items) {
+    checked += 1;
+    const update = buildUpdate(item);
+    if (!Object.keys(update).length) continue;
+    changed += 1;
+    if (samples.length < 10) {
+      samples.push({
+        itemId: item.id,
+        name: item.name ?? item.brand ?? item.category ?? "Untitled",
+        keys: Object.keys(update),
+        imageCountBefore: Array.isArray(item.images) ? item.images.length : Array.isArray(item.photos?.images) ? item.photos.images.length : 0,
+        imageCountAfter: Array.isArray(update.images) ? update.images.length : Array.isArray(update.photos?.images) ? update.photos.images.length : null,
+      });
+    }
+    if (!args.dryRun) {
+      await patchItem(accessToken, args.uid, item.id, update);
+    }
+  }
+
+  console.log(
+    JSON.stringify(
+      {
+        uid: args.uid,
+        dryRun: args.dryRun,
+        checked,
+        changed,
+        samples,
+      },
+      null,
+      2
+    )
+  );
+}
+
+main().catch((error) => {
+  console.error(
+    JSON.stringify(
+      {
+        error: error instanceof Error ? error.message : String(error),
+      },
+      null,
+      2
+    )
+  );
+  process.exit(1);
+});
diff --git a/src/addItem/AddItemWizard.tsx b/src/addItem/AddItemWizard.tsx
index d61e1ff..c0e0a26 100644
--- a/src/addItem/AddItemWizard.tsx
+++ b/src/addItem/AddItemWizard.tsx
@@ -1,5 +1,5 @@
 import { router } from "expo-router";
-import React, { useMemo, useRef } from "react";
+import React, { useMemo } from "react";
 import { useFocusEffect } from "@react-navigation/native";
 import {
   Keyboard,
@@ -24,16 +24,19 @@ import { Pill } from "./ui/Pill";
 import { SafeScreen } from "../components/SafeScreen";
 import { dockSpace } from "@/src/constants/dock";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
+import type { Category } from "@/src/shared/wardrobeTaxonomy";
 
 export const AddItemWizard = React.memo(function AddItemWizard({
   editItemId,
+  initialCategory,
 }: {
   editItemId: string | null;
+  initialCategory?: Category | null;
 }) {
   const { colors } = useAppTheme();
   const insets = useSafeAreaInsets();
   const floatingDockSpace = dockSpace(insets.bottom);
-  const controller = useAddItemController({ editItemId });
+  const controller = useAddItemController({ editItemId, initialCategory: initialCategory ?? null });
   const { state, derived, actions, styles } = controller;
   const renderLog = useMemo(() => makeDevThrottleLogger("AddItemWizard"), []);
 
diff --git a/src/addItem/hooks/useItemDraft.ts b/src/addItem/hooks/useItemDraft.ts
index e2a81a1..15f5f21 100644
--- a/src/addItem/hooks/useItemDraft.ts
+++ b/src/addItem/hooks/useItemDraft.ts
@@ -27,6 +27,7 @@ export function useItemDraft({
   uid,
   editItemId,
   isEdit,
+  initialCategory,
   photoRef,
   extractionRef,
   resetCreateFlowRef,
@@ -34,6 +35,7 @@ export function useItemDraft({
   uid: string | null;
   editItemId: string | null;
   isEdit: boolean;
+  initialCategory?: Category | null;
   photoRef: MutableRefObject<any>;
   extractionRef: MutableRefObject<any>;
   resetCreateFlowRef: MutableRefObject<any>;
@@ -45,7 +47,7 @@ export function useItemDraft({
   const [loading, setLoading] = useState(false);
   const [brand, setBrand] = useState("");
   const [name, setName] = useState("");
-  const [category, setCategory] = useState<Category | null>(null);
+  const [category, setCategory] = useState<Category | null>(() => initialCategory ?? null);
   const [subCategory, setSubCategory] = useState("");
   const [pattern, setPattern] = useState<string | null>(null);
   const [material, setMaterial] = useState<string | null>(null);
@@ -221,7 +223,7 @@ export function useItemDraft({
     setLoading(false);
     setBrand("");
     setName("");
-    setCategory(null);
+    setCategory(initialCategory ?? null);
     setSubCategory("");
     setPattern(null);
     setMaterial(null);
@@ -252,7 +254,7 @@ export function useItemDraft({
     setSeasonExpanded(false);
     setFitExpanded(false);
     userEditedKeysRef.current.clear();
-  }, []);
+  }, [initialCategory]);
 
   const duplicateLastItem = useCallback(async () => {
     if (!uid || isEdit) return;
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index 12294fd..f8b7a76 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -3,7 +3,7 @@ import * as ImageManipulator from "expo-image-manipulator";
 import * as ImagePicker from "expo-image-picker";
 import { deleteDoc, doc, updateDoc } from "firebase/firestore";
 import { useCallback, useEffect, useRef, useState, type MutableRefObject } from "react";
-import { Alert } from "react-native";
+import { Alert, Platform } from "react-native";
 
 import {
   buildPhotoHash,
@@ -16,7 +16,7 @@ import {
   uploadWithTimeout,
 } from "../controllerShared";
 import {
-  isVisionBackgroundRemovalAvailable,
+  isBackgroundRemovalAvailable,
   removeBackground,
 } from "../../bg/removeBackground";
 import { normalizeCutoutImage } from "../../lib/cutoutNormalize";
@@ -230,7 +230,7 @@ export function usePhotoStep({
     null;
 
   const canRefineCutout =
-    isVisionBackgroundRemovalAvailable() &&
+    isBackgroundRemovalAvailable() &&
     !!originalPickedPhotoUri;
 
   const currentDebugRefineOptions = useCallback(
@@ -778,7 +778,12 @@ export function usePhotoStep({
           cutoutTransparencyRatio = 0;
           cutoutMaskUri = null;
         }
-      } catch {
+      } catch (error) {
+        if (Platform.OS === "android") {
+          throw error instanceof Error
+            ? error
+            : new Error("Android background removal failed.");
+        }
         cutoutUri = null;
         previewCutoutUri = null;
         cutoutHasTransparency = false;
diff --git a/src/addItem/useAddItemController.ts b/src/addItem/useAddItemController.ts
index 4898753..a43905e 100644
--- a/src/addItem/useAddItemController.ts
+++ b/src/addItem/useAddItemController.ts
@@ -25,13 +25,15 @@ import { useAuth } from "../hooks/useAuth";
 import { useAppTheme } from "../hooks/useAppTheme";
 import { db } from "../lib/firebase";
 import { getDefaultSizeForSelection, loadUserProfilePreferences } from "../lib/userProfile";
-import { SUB_CATEGORIES } from "../shared/wardrobeTaxonomy";
+import { SUB_CATEGORIES, type Category } from "../shared/wardrobeTaxonomy";
 import type { UserProfilePreferences } from "../types/UserProfilePreferences";
 
 export function useAddItemController({
   editItemId,
+  initialCategory,
 }: {
   editItemId: string | null;
+  initialCategory?: Category | null;
 }) {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -100,6 +102,7 @@ export function useAddItemController({
     uid,
     editItemId,
     isEdit,
+    initialCategory: initialCategory ?? null,
     photoRef,
     extractionRef,
     resetCreateFlowRef,
diff --git a/src/bg/removeBackground.ts b/src/bg/removeBackground.ts
index 5a602a4..22a23a2 100644
--- a/src/bg/removeBackground.ts
+++ b/src/bg/removeBackground.ts
@@ -1,14 +1,56 @@
 import {
+  isNativeBackgroundRemovalSupported,
+  removeBackground as removeBackgroundCrossPlatform,
+} from "@six33/react-native-bg-removal";
+import {
+  // Legacy iOS-only — replaced by @six33/react-native-bg-removal
   isAvailable as isVisionBgNativeAvailable,
   type RemoveBackgroundOptions,
   removeBackground as removeBackgroundNative,
 } from "expo-vision-bg";
-import { Platform } from "react-native";
+import { Image, Platform } from "react-native";
+
+type BackgroundRemovalResult = {
+  uri: string;
+  width: number | null;
+  height: number | null;
+  maskUri: string | null;
+  contentBounds: {
+    x: number;
+    y: number;
+    width: number;
+    height: number;
+  } | null;
+  hasAlphaChannel: boolean;
+  hasTransparency: boolean;
+  transparentPixelRatio: number;
+  transparentPixelCount: number;
+  method: "client" | "none";
+};
 
 export function isVisionBackgroundRemovalAvailable(): boolean {
   return Platform.OS === "ios" && isVisionBgNativeAvailable();
 }
 
+export function isBackgroundRemovalAvailable(): boolean {
+  return Platform.OS === "android" || isVisionBackgroundRemovalAvailable();
+}
+
+function originalResult(localUri: string): BackgroundRemovalResult {
+  return {
+    uri: localUri,
+    width: null,
+    height: null,
+    maskUri: null,
+    contentBounds: null,
+    hasAlphaChannel: false,
+    hasTransparency: false,
+    transparentPixelRatio: 0,
+    transparentPixelCount: 0,
+    method: "none",
+  };
+}
+
 function normalizeFileUri(uri: string) {
   const u = String(uri ?? "").trim();
   if (!u) return "";
@@ -48,37 +90,136 @@ function normalizeOptions(
   };
 }
 
+function delay(ms: number) {
+  return new Promise((resolve) => setTimeout(resolve, ms));
+}
+
+function getErrorMessage(error: unknown) {
+  return error instanceof Error ? error.message : String(error ?? "");
+}
+
+function isAndroidModelWarmupError(error: unknown) {
+  const message = getErrorMessage(error).toLowerCase();
+  return (
+    message.includes("no foreground") ||
+    message.includes("unavailable") ||
+    message.includes("model") ||
+    message.includes("download") ||
+    message.includes("initializ")
+  );
+}
+
+function getImageSize(uri: string): Promise<{ width: number | null; height: number | null }> {
+  return new Promise((resolve) => {
+    Image.getSize(
+      normalizeFileUri(uri),
+      (width, height) => resolve({ width, height }),
+      () => resolve({ width: null, height: null })
+    );
+  });
+}
+
+async function removeBackgroundAndroid(
+  localUri: string
+): Promise<BackgroundRemovalResult> {
+  const inputUri = normalizeFileUri(localUri);
+  const maxAttempts = 4;
+  let lastError: unknown = null;
+
+  const isSupported = await isNativeBackgroundRemovalSupported();
+  console.log("[BgRemoval] Android native supported:", isSupported);
+
+  if (!isSupported) {
+    throw new Error("Android native background removal is not supported on this device.");
+  }
+
+  for (let attempt = 1; attempt <= maxAttempts; attempt += 1) {
+    try {
+      const result = await removeBackgroundCrossPlatform(localUri, {
+        trim: true,
+      });
+      const outputUri = normalizeFileUri(result);
+      const changed = outputUri && outputUri !== inputUri;
+      const size = changed
+        ? await getImageSize(outputUri)
+        : { width: null, height: null };
+      console.log("[BgRemoval] Android result", {
+        attempt,
+        outputUri,
+        changed,
+        width: size.width,
+        height: size.height,
+      });
+
+      if (changed) {
+        return {
+          uri: outputUri,
+          width: size.width,
+          height: size.height,
+          maskUri: null,
+          contentBounds:
+            size.width && size.height
+              ? {
+                  x: 0,
+                  y: 0,
+                  width: size.width,
+                  height: size.height,
+                }
+              : null,
+          hasAlphaChannel: true,
+          hasTransparency: true,
+          transparentPixelRatio: 1,
+          transparentPixelCount: 1,
+          method: "client",
+        };
+      }
+
+      lastError = new Error("Android background removal returned the original image.");
+    } catch (error) {
+      lastError = error;
+      console.warn("[BgRemoval] Android attempt failed", {
+        attempt,
+        message: getErrorMessage(error),
+      });
+    }
+
+    if (attempt < maxAttempts && isAndroidModelWarmupError(lastError)) {
+      await delay(900 * attempt);
+      continue;
+    }
+
+    if (attempt < maxAttempts) {
+      await delay(350);
+    }
+  }
+
+  throw lastError instanceof Error
+    ? lastError
+    : new Error("Android background removal failed.");
+}
+
 export async function removeBackground(
   localUri: string,
   options?: RemoveBackgroundOptions
-): Promise<{
-  uri: string;
-  width: number | null;
-  height: number | null;
-  maskUri: string | null;
-  contentBounds: {
-    x: number;
-    y: number;
-    width: number;
-    height: number;
-  } | null;
-  hasAlphaChannel: boolean;
-  hasTransparency: boolean;
-  transparentPixelRatio: number;
-  transparentPixelCount: number;
-}> {
+): Promise<BackgroundRemovalResult> {
+  console.log("[BgRemoval] Platform:", Platform.OS);
+
+  if (Platform.OS === "android") {
+    try {
+      return await removeBackgroundAndroid(localUri);
+    } catch (e) {
+      console.warn("[BgRemoval] Android native failed:", e);
+      throw e instanceof Error ? e : new Error("Android background removal failed.");
+    }
+  }
+
+  if (Platform.OS === "ios") {
+    console.log("[BgRemoval] Skipping cross-platform native path on iOS; using VisionBG");
+  }
+
   if (Platform.OS !== "ios") {
-    return {
-      uri: localUri,
-      width: null,
-      height: null,
-      maskUri: null,
-      contentBounds: null,
-      hasAlphaChannel: false,
-      hasTransparency: false,
-      transparentPixelRatio: 0,
-      transparentPixelCount: 0,
-    };
+    console.log("[BgRemoval] Falling back to server-side");
+    return originalResult(localUri);
   }
 
   const available = isVisionBgNativeAvailable();
@@ -90,17 +231,8 @@ export async function removeBackground(
   });
 
   if (!available) {
-    return {
-      uri: localUri,
-      width: null,
-      height: null,
-      maskUri: null,
-      contentBounds: null,
-      hasAlphaChannel: false,
-      hasTransparency: false,
-      transparentPixelRatio: 0,
-      transparentPixelCount: 0,
-    };
+    console.log("[BgRemoval] Falling back to server-side");
+    return originalResult(localUri);
   }
 
   try {
@@ -154,6 +286,21 @@ export async function removeBackground(
       );
     }
 
+    if (outputUri !== normalizeFileUri(localUri)) {
+      return {
+        uri: outputUri,
+        width,
+        height,
+        maskUri,
+        contentBounds,
+        hasAlphaChannel,
+        hasTransparency,
+        transparentPixelRatio,
+        transparentPixelCount,
+        method: "client",
+      };
+    }
+
     if (outputUri === normalizeFileUri(localUri)) {
       console.warn("[VisionBG] native returned original URI; treating as no-op", {
         input: normalizeFileUri(localUri),
@@ -161,29 +308,11 @@ export async function removeBackground(
       });
     }
 
-    return {
-      uri: outputUri,
-      width,
-      height,
-      maskUri,
-      contentBounds,
-      hasAlphaChannel,
-      hasTransparency,
-      transparentPixelRatio,
-      transparentPixelCount,
-    };
+    console.log("[BgRemoval] Falling back to server-side");
+    return originalResult(localUri);
   } catch (error) {
     console.warn("[VisionBG] FAILED; returning original uri", error);
-    return {
-      uri: localUri,
-      width: null,
-      height: null,
-      maskUri: null,
-      contentBounds: null,
-      hasAlphaChannel: false,
-      hasTransparency: false,
-      transparentPixelRatio: 0,
-      transparentPixelCount: 0,
-    };
+    console.log("[BgRemoval] Falling back to server-side");
+    return originalResult(localUri);
   }
 }
diff --git a/src/components/closet/ClosetItemCard.tsx b/src/components/closet/ClosetItemCard.tsx
index 56d6a38..7596909 100644
--- a/src/components/closet/ClosetItemCard.tsx
+++ b/src/components/closet/ClosetItemCard.tsx
@@ -1,7 +1,7 @@
 import { Ionicons } from "@expo/vector-icons";
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import React, { useEffect } from "react";
-import { Pressable, Text, View } from "react-native";
+import { Text, View } from "react-native";
 import Animated, {
   Easing,
   useAnimatedStyle,
@@ -11,9 +11,11 @@ import Animated, {
 } from "react-native-reanimated";
 
 import { useReduceMotion } from "@/hooks/useReduceMotion";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
+import { LAUNDRY_STATUS_LABELS, normalizeLaundryStatus } from "@/src/lib/items";
 import type { ClosetItem } from "@/src/lib/items";
 import { sanitizeDisplayText } from "@/src/lib/text";
 
@@ -46,6 +48,7 @@ export function ClosetItemCard({
   const reduceMotion = useReduceMotion();
   const imageUrl = getItemImageUrl(item, { variant: "thumb" });
   const imagePresentation = getItemImagePresentation(item, { surface: "closet_card" });
+  const laundryStatus = normalizeLaundryStatus(item);
   const cardWidth = width ?? (layout.screenSize === "compact" ? 132 : 144);
   const imageHeight = width ? cardWidth * 1.2 : layout.screenSize === "compact" ? 150 : 160;
   const textBlockHeight = 70;
@@ -76,11 +79,15 @@ export function ClosetItemCard({
 
   return (
     <Animated.View style={entryStyle}>
-      <Pressable
+      <AuraPressable
         onPress={onPress}
         onLongPress={onLongPress}
+        haptic={onLongPress ? "selection" : undefined}
+        hapticTrigger="longPress"
+        pressedScale={0.985}
+        pressedOpacity={0.94}
         delayLongPress={180}
-        style={({ pressed }) => ({
+        style={{
           width: cardWidth,
           borderRadius: 20,
           backgroundColor: colors.surface2,
@@ -92,8 +99,7 @@ export function ClosetItemCard({
           shadowRadius: 18,
           shadowOffset: { width: 0, height: 10 },
           elevation: 6,
-          opacity: pressed ? 0.9 : 1,
-        })}
+        }}
       >
       <View
         style={{
@@ -118,14 +124,12 @@ export function ClosetItemCard({
               overflow: "hidden",
             }}
           >
-            <FastImage
+            <AppImage
               source={{
                 uri: imageUrl,
-                priority: FastImage.priority.normal,
-                cache: FastImage.cacheControl.immutable,
               }}
               style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-              resizeMode={FastImage.resizeMode.contain}
+              resizeMode="contain"
             />
           </View>
         ) : (
@@ -183,7 +187,7 @@ export function ClosetItemCard({
           numberOfLines={1}
           ellipsizeMode="tail"
         >
-          {item.status.replace(/_/g, " ")}
+          {LAUNDRY_STATUS_LABELS[laundryStatus]}
           {item.primaryColor ? ` · ${sanitizeDisplayText(item.primaryColor)}` : ""}
         </Text>
       </View>
@@ -211,7 +215,7 @@ export function ClosetItemCard({
           <Ionicons name="checkmark" size={14} color={colors.text} />
         </View>
       ) : null}
-      </Pressable>
+      </AuraPressable>
     </Animated.View>
   );
 }
diff --git a/src/components/closet/ClosetProcessingSection.tsx b/src/components/closet/ClosetProcessingSection.tsx
index cbde65d..e4018ee 100644
--- a/src/components/closet/ClosetProcessingSection.tsx
+++ b/src/components/closet/ClosetProcessingSection.tsx
@@ -1,4 +1,4 @@
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import { ActivityIndicator, Pressable, Text, View } from "react-native";
 import { Ionicons } from "@expo/vector-icons";
 
@@ -128,13 +128,11 @@ function ProcessingItemRow({
         }}
       >
         {imageUrl ? (
-          <FastImage
+          <AppImage
             source={{
               uri: imageUrl,
-              priority: FastImage.priority.normal,
-              cache: FastImage.cacheControl.immutable,
             }}
-            resizeMode={FastImage.resizeMode.contain}
+            resizeMode="contain"
             style={[{ width: "92%", height: "92%" }, presentation.imageStyle]}
           />
         ) : (
diff --git a/src/lib/itemImage.ts b/src/lib/itemImage.ts
index bd20120..7e06564 100644
--- a/src/lib/itemImage.ts
+++ b/src/lib/itemImage.ts
@@ -348,6 +348,10 @@ function hasItemLevelVisualNormalization(item: ImageLikeItem | null | undefined)
   );
 }
 
+function hasNormalizedImage(item: ImageLikeItem | null | undefined) {
+  return isValidImageUrl(item?.photos?.normalizedUrl) || isValidImageUrl(item?.normalizedUrl);
+}
+
 export function getItemImagePresentation(
   item: ImageLikeItem | null | undefined,
   options:
@@ -373,6 +377,7 @@ export function getItemImagePresentation(
   const hasItemNormalization = hasItemLevelVisualNormalization(item);
   const fallbackAspectRatio = getFrameAspectRatio(item);
   const topLike = isTopLikeItem(item);
+  const usesNormalizedImage = hasNormalizedImage(item);
   const rawContentWidthPct =
     normalization.contentWidthPct ?? normalization.contentBounds?.widthPct ?? 82;
   const rawContentHeightPct =
@@ -445,12 +450,16 @@ export function getItemImagePresentation(
       ? Math.min(surfaceProfile.translateMax, 8)
       : surfaceProfile.translateMax,
   );
+  const imageTransform =
+    usesNormalizedImage && (surface === "closet_card" || surface === "item_detail")
+      ? [{ translateY: 0 }, { scale: 1 }]
+      : [{ translateY }, { scale }];
 
   return {
     resizeMode: "contain" as const,
     containerAspectRatio,
     imageStyle: {
-      transform: [{ translateY }, { scale }],
+      transform: imageTransform,
     } as const,
   };
 }

From 02091c5d73767cc4800b15de6efd39115e5e5c9a Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:49:27 -0500
Subject: [PATCH 23/93] feat(profile): add profile, studio builder, and
 planning

---
 app/(tabs)/calendar.tsx                    |    9 +-
 app/(tabs)/profile.tsx                     |  602 +++++++++-
 app/(tabs)/studio.tsx                      |  639 +++++++++++
 app/profile/my-looks.tsx                   |  539 +++++++++
 src/components/OutfitGrid.tsx              |    8 +-
 src/components/OutfitPlanCard.tsx          |    8 +-
 src/components/OutfitPreviewCard.tsx       |    8 +-
 src/components/calendar/DateRail.tsx       |   11 +-
 src/components/outfit/AccessoryStrip.tsx   |  176 +++
 src/components/outfit/FlatLayCanvas.tsx    |   75 ++
 src/components/profile/LookDetailModal.tsx |  236 ++++
 src/components/profile/MyLookThumbnail.tsx |  207 ++++
 src/lib/auraLookDocument.ts                |   88 ++
 src/lib/auraLookLayouts.ts                 | 1201 ++++++++++++++++++++
 src/lib/profileLooks.ts                    |  244 ++++
 src/lib/renderProfiles.ts                  |   34 +-
 src/lib/security.ts                        |   10 +
 src/lib/storage.ts                         |   33 +
 src/lib/userProfile.ts                     |    3 +
 src/profile/screens.tsx                    |  742 +++++++++++-
 20 files changed, 4745 insertions(+), 128 deletions(-)
 create mode 100644 app/(tabs)/studio.tsx
 create mode 100644 app/profile/my-looks.tsx
 create mode 100644 src/components/outfit/AccessoryStrip.tsx
 create mode 100644 src/components/outfit/FlatLayCanvas.tsx
 create mode 100644 src/components/profile/LookDetailModal.tsx
 create mode 100644 src/components/profile/MyLookThumbnail.tsx
 create mode 100644 src/lib/auraLookDocument.ts
 create mode 100644 src/lib/auraLookLayouts.ts
 create mode 100644 src/lib/profileLooks.ts
 create mode 100644 src/lib/security.ts
 create mode 100644 src/lib/storage.ts

diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index 9655f10..3028b2a 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -45,7 +45,7 @@ import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { db } from "@/src/lib/firebase";
-import { MAX_WEARS_BEFORE_WASH, isVisibleWardrobeItem, toCanonicalCategory } from "@/src/lib/items";
+import { MAX_WEARS_BEFORE_WASH, isVisibleWardrobeItem, normalizeLaundryStatus, toCanonicalCategory } from "@/src/lib/items";
 import { Toast } from "@/src/lib/toast";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
@@ -574,7 +574,7 @@ export default function CalendarScreen() {
       for (const itemId of ids) {
         const item = itemsById.get(itemId);
         if (!item) continue;
-        if (item.status === "IN_LAUNDRY") {
+        if (normalizeLaundryStatus(item) === "in_laundry") {
           Alert.alert("Cannot mark outfit worn", `${item.name || item.category} is in laundry.`);
           return;
         }
@@ -591,8 +591,11 @@ export default function CalendarScreen() {
           const itemRef = doc(db, "users", uid, "items", itemId);
           batch.update(itemRef, {
             status: "WORN",
+            laundryStatus: "needs_wash",
             wearCountSinceWash: increment(1),
             lastWornDate: serverTimestamp(),
+            lastWornAt: serverTimestamp(),
+            laundryUpdatedAt: serverTimestamp(),
           });
         });
         await batch.commit();
@@ -621,7 +624,7 @@ export default function CalendarScreen() {
     const wantedCategory = slotToCategory(swapSlot);
     return items
       .filter((item) => toCanonicalCategory(item.category) === wantedCategory)
-      .filter((item) => item.status !== "IN_LAUNDRY")
+      .filter((item) => normalizeLaundryStatus(item) !== "in_laundry")
       .sort((a, b) => computeDaysSinceLastWorn(b) - computeDaysSinceLastWorn(a))
       .map((item) => ({
         id: item.id,
diff --git a/app/(tabs)/profile.tsx b/app/(tabs)/profile.tsx
index 0211102..3c5474d 100644
--- a/app/(tabs)/profile.tsx
+++ b/app/(tabs)/profile.tsx
@@ -1,10 +1,16 @@
+import { Ionicons } from "@expo/vector-icons";
+import { LinearGradient } from "expo-linear-gradient";
 import { router } from "expo-router";
-import React from "react";
-import { ActivityIndicator, ScrollView, Text, View } from "react-native";
+import React, { useEffect, useMemo, useState } from "react";
+import { ActivityIndicator, Image, Pressable, ScrollView, Text, View } from "react-native";
 
 import { SafeScreen } from "@/src/components/SafeScreen";
+import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
+import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { listenToItems, toCanonicalCategory, type ClosetItem } from "@/src/lib/items";
+import { subscribeFavouriteLooks, subscribeProfileFeedbackLooks, type ProfileLookRecord } from "@/src/lib/profileLooks";
 import {
   ProfileHubRow,
   useAccountProfileState,
@@ -16,15 +22,325 @@ import {
   formatUnitsSummary,
   useProfilePreferencesState,
 } from "@/src/profile/screens";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
+
+type StatCardProps = {
+  label: string;
+  value: string;
+  onPress: () => void;
+};
+
+type QuickActionProps = {
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  onPress: () => void;
+};
+
+const SETTINGS_GROUPS = [
+  {
+    label: "ACCOUNT",
+    rows: [
+      { title: "Account", route: "/profile/account", summary: "account" },
+      { title: "Notifications", route: "/profile/notifications", summary: "notifications" },
+    ],
+  },
+  {
+    label: "STYLE PROFILE",
+    rows: [
+      { title: "Body & Fit", route: "/profile/body-fit", summary: "bodyFit" },
+      { title: "Default Sizes", route: "/profile/default-sizes", summary: "defaultSizes" },
+      { title: "Style Preferences", route: "/profile/style-preferences", summary: "style" },
+      { title: "Closet Preferences", route: "/profile/closet-preferences", summary: "closet" },
+    ],
+  },
+  {
+    label: "SYSTEM",
+    rows: [
+      { title: "Units & Region", route: "/profile/units-region", summary: "units" },
+    ],
+  },
+] as const;
+
+function humanize(value?: string | null) {
+  if (!value) return "";
+  return value
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ")
+    .trim()
+    .replace(/\b\w/g, (char) => char.toUpperCase());
+}
+
+function compactHumanize(value?: string | null) {
+  const text = humanize(value);
+  return text ? text.charAt(0).toUpperCase() + text.slice(1).toLowerCase() : "";
+}
+
+function getDisplayName(name?: string | null, email?: string | null, fallback?: string | null) {
+  return name || fallback || email?.split("@")[0] || "AURA member";
+}
+
+function getInitials(name: string) {
+  const parts = name.split(/\s+/).filter(Boolean);
+  const first = parts[0]?.[0] ?? "A";
+  const second = parts.length > 1 ? parts[parts.length - 1]?.[0] : parts[0]?.[1];
+  return `${first}${second ?? ""}`.toUpperCase();
+}
+
+function summarizeStyleIdentity(profile: UserProfilePreferences) {
+  const style =
+    profile.stylePreferences.preferredStyles?.[0] ||
+    profile.styleAesthetics?.[0] ||
+    profile.occasionPriority?.[0] ||
+    "Personal style";
+  const fit = profile.preferredFit || profile.fitPreferences.tops || "regular";
+  return `${compactHumanize(style)} · ${compactHumanize(fit)} fit`;
+}
+
+function summarizeAuraRead(profile: UserProfilePreferences) {
+  const descriptors = [
+    ...(profile.stylePreferences.preferredStyles ?? []),
+    profile.preferredFit,
+    ...(profile.stylePreferences.favoriteColors ?? []),
+  ]
+    .filter(Boolean)
+    .slice(0, 3)
+    .map((entry) => compactHumanize(entry).toLowerCase());
+
+  if (descriptors.length >= 2) {
+    return `AURA reads your style as ${descriptors.join(", ")}.`;
+  }
+  return "AURA reads your style as clean, relaxed, and street-smart.";
+}
+
+function valueCounts(values: string[]) {
+  return values.reduce((counts, value) => {
+    const key = value.trim();
+    if (!key) return counts;
+    counts.set(key, (counts.get(key) ?? 0) + 1);
+    return counts;
+  }, new Map<string, number>());
+}
+
+function mostCommon(values: string[]) {
+  const counts = valueCounts(values);
+  let winner = "";
+  let winnerCount = 0;
+  counts.forEach((count, value) => {
+    if (count > winnerCount) {
+      winner = value;
+      winnerCount = count;
+    }
+  });
+  return winner;
+}
+
+function getItemColor(item: ClosetItem) {
+  return (
+    item.primaryColor ||
+    item.displayColor ||
+    item.colorLabel ||
+    item.aiColorLabel ||
+    item.colors?.[0] ||
+    item.displayColors?.[0] ||
+    item.aiColors?.[0] ||
+    ""
+  );
+}
+
+function buildProfileFacts(profile: UserProfilePreferences, items: ClosetItem[]) {
+  const styles = profile.stylePreferences.preferredStyles?.length
+    ? profile.stylePreferences.preferredStyles
+    : profile.styleAesthetics;
+  const styleSummary = styles?.length
+    ? styles.slice(0, 3).map(humanize).join(" · ")
+    : "Add a few style preferences to sharpen AURA's read.";
+  const fit = profile.preferredFit || profile.fitPreferences.tops || profile.fitPreferences.outerwear || "";
+  const commonColor = mostCommon(items.map(getItemColor).filter(Boolean));
+  const commonCategory = mostCommon(items.map((item) => toCanonicalCategory(item.category)).filter(Boolean));
+  const favoriteColor = profile.stylePreferences.favoriteColors?.[0] || profile.favoriteColors?.[0] || "";
+  const colorOrCategory = commonColor || favoriteColor || commonCategory;
+  const relaxed = fit === "relaxed" || fit === "oversized" || profile.fitPreferences.outerwear === "roomy";
+  const casual = styles?.some((entry) => /casual|street|minimal|sport|everyday/i.test(entry));
+  const closetNote = relaxed || casual
+    ? "You lean relaxed and casual. Add one lighter layer or sharper shoe to expand your outfit range."
+    : "Your closet has a steady base. Add one contrast layer or signature accessory to widen the range.";
+
+  return {
+    styleSummary,
+    fitSummary: fit ? `${humanize(fit)} fit` : "Fit preference not set",
+    colorOrCategory: colorOrCategory ? humanize(colorOrCategory) : "Not enough closet signal yet",
+    closetNote,
+  };
+}
+
+function isUnworn(item: ClosetItem) {
+  return Number(item.wearCountSinceWash ?? 0) === 0 && !item.lastWornDate;
+}
+
+function StatCard({ label, value, onPress }: StatCardProps) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      style={{
+        flex: 1,
+        minWidth: 72,
+        borderRadius: 16,
+        borderWidth: 1,
+        borderColor: colors.border,
+        backgroundColor: "rgba(255,255,255,0.04)",
+        paddingHorizontal: 10,
+        paddingVertical: 12,
+        gap: 4,
+      }}
+    >
+      <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>{value}</Text>
+      <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", lineHeight: 15 }}>{label}</Text>
+    </Pressable>
+  );
+}
+
+function QuickAction({ icon, label, onPress }: QuickActionProps) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      style={{
+        minHeight: 46,
+        borderRadius: 999,
+        borderWidth: 1,
+        borderColor: colors.border,
+        backgroundColor: colors.surface,
+        paddingHorizontal: 14,
+        paddingVertical: 10,
+        gap: 8,
+        flexDirection: "row",
+        alignItems: "center",
+      }}
+    >
+      <Ionicons name={icon} size={18} color={colors.iridescentStart} />
+      <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>{label}</Text>
+    </Pressable>
+  );
+}
+
+function SectionLabel({ children }: { children: React.ReactNode }) {
+  const { colors } = useAppTheme();
+  return (
+    <Text style={{ color: colors.iridescentStart, fontSize: 12, fontWeight: "900" }}>
+      {children}
+    </Text>
+  );
+}
 
 export default function ProfileScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const { user, loading, profile } = useProfilePreferencesState();
   const { accountProfile } = useAccountProfileState();
+  const [favouriteLooks, setFavouriteLooks] = useState<ProfileLookRecord[]>([]);
+  const [likedLooks, setLikedLooks] = useState<ProfileLookRecord[]>([]);
+  const [looksLoading, setLooksLoading] = useState(true);
+  const [likedLooksLoading, setLikedLooksLoading] = useState(true);
+  const [items, setItems] = useState<ClosetItem[]>([]);
+  const [itemsLoading, setItemsLoading] = useState(true);
+  const [selectedLook, setSelectedLook] = useState<ProfileLookRecord | null>(null);
+
+  const displayName = getDisplayName(accountProfile.name, user?.email, user?.displayName);
   const accountSummary = accountProfile.name
     ? `${accountProfile.name} • ${user?.email ?? "No email found."}`
     : user?.email ?? "No email found.";
+  const profileFacts = useMemo(() => buildProfileFacts(profile, items), [items, profile]);
+
+  const stats = useMemo(() => {
+    const savedLookCount = likedLooks.length + favouriteLooks.length;
+    return [
+      { label: "Closet items", value: itemsLoading ? "—" : String(items.length), onPress: () => router.push("/(tabs)/closet") },
+      { label: "Saved looks", value: looksLoading || likedLooksLoading ? "—" : String(savedLookCount), onPress: () => router.push("/profile/my-looks") },
+      { label: "Unworn", value: itemsLoading ? "—" : String(items.filter(isUnworn).length), onPress: () => router.push("/insights/unworn") },
+      {
+        label: "Favourites",
+        value: looksLoading ? "—" : String(favouriteLooks.length),
+        onPress: () => router.push({ pathname: "/profile/my-looks", params: { tab: "favourites" } }),
+      },
+    ];
+  }, [favouriteLooks.length, items, itemsLoading, likedLooks.length, likedLooksLoading, looksLoading]);
+
+  const summaries = useMemo(
+    () => ({
+      account: accountSummary,
+      notifications: formatNotificationsSummary(profile),
+      bodyFit: formatBodyFitSummary(profile),
+      defaultSizes: formatDefaultSizesSummary(profile),
+      style: formatStyleSummary(profile),
+      closet: formatClosetSummary(profile),
+      units: formatUnitsSummary(profile),
+    }),
+    [accountSummary, profile],
+  );
+
+  useEffect(() => {
+    if (!user?.uid) {
+      setFavouriteLooks([]);
+      setLooksLoading(false);
+      return;
+    }
+    setLooksLoading(true);
+    return subscribeFavouriteLooks(
+      user.uid,
+      (records) => {
+        setFavouriteLooks(records);
+        setLooksLoading(false);
+      },
+      () => {
+        setFavouriteLooks([]);
+        setLooksLoading(false);
+      },
+    );
+  }, [user?.uid]);
+
+  useEffect(() => {
+    if (!user?.uid) {
+      setLikedLooks([]);
+      setLikedLooksLoading(false);
+      return;
+    }
+    setLikedLooksLoading(true);
+    return subscribeProfileFeedbackLooks(
+      user.uid,
+      "outfit_liked",
+      (records) => {
+        setLikedLooks(records);
+        setLikedLooksLoading(false);
+      },
+      () => {
+        setLikedLooks([]);
+        setLikedLooksLoading(false);
+      },
+    );
+  }, [user?.uid]);
+
+  useEffect(() => {
+    if (!user?.uid) {
+      setItems([]);
+      setItemsLoading(false);
+      return;
+    }
+    setItemsLoading(true);
+    return listenToItems(user.uid, (nextItems) => {
+      setItems(nextItems);
+      setItemsLoading(false);
+    }, {
+      onError: () => {
+        setItems([]);
+        setItemsLoading(false);
+      },
+    });
+  }, [user?.uid]);
+
+  const openMyLooks = () => router.push("/profile/my-looks");
+  const openFavourites = () => router.push({ pathname: "/profile/my-looks", params: { tab: "favourites" } });
+  const previewLooks = favouriteLooks.slice(0, 5);
 
   return (
     <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
@@ -32,14 +348,14 @@ export default function ProfileScreen() {
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
           paddingTop: 0,
-          gap: layout.sectionGap - 6,
-          paddingBottom: layout.bottomDockPadding,
+          gap: 18,
+          paddingBottom: layout.bottomDockPadding + 52,
         }}
       >
-        <View style={{ gap: 6 }}>
+        <View style={{ gap: 5 }}>
           <Text style={{ fontSize: 28 * layout.titleScale, fontWeight: "900", color: colors.text }}>Profile</Text>
-          <Text style={{ color: colors.textSecondary }}>
-            Settings, sizing, and preferences.
+          <Text style={{ color: colors.textSecondary, opacity: 0.76, lineHeight: 22 }}>
+            Your style identity, closet signal, and preferences.
           </Text>
         </View>
 
@@ -49,44 +365,246 @@ export default function ProfileScreen() {
           </View>
         ) : (
           <>
-            <ProfileHubRow
-              title="Account"
-              summary={accountSummary}
-              onPress={() => router.push("/profile/account")}
-            />
-            <ProfileHubRow
-              title="Body & Fit"
-              summary={formatBodyFitSummary(profile)}
-              onPress={() => router.push("/profile/body-fit")}
-            />
-            <ProfileHubRow
-              title="Default Sizes"
-              summary={formatDefaultSizesSummary(profile)}
-              onPress={() => router.push("/profile/default-sizes")}
-            />
-            <ProfileHubRow
-              title="Units & Region"
-              summary={formatUnitsSummary(profile)}
-              onPress={() => router.push("/profile/units-region")}
-            />
-            <ProfileHubRow
-              title="Style Preferences"
-              summary={formatStyleSummary(profile)}
-              onPress={() => router.push("/profile/style-preferences")}
-            />
-            <ProfileHubRow
-              title="Closet Preferences"
-              summary={formatClosetSummary(profile)}
-              onPress={() => router.push("/profile/closet-preferences")}
-            />
-            <ProfileHubRow
-              title="Notifications"
-              summary={formatNotificationsSummary(profile)}
-              onPress={() => router.push("/profile/notifications")}
-            />
+            <LinearGradient
+              colors={["rgba(192,132,252,0.22)", "rgba(17,20,28,0.96)", "rgba(10,10,12,0.98)"]}
+              start={{ x: 0, y: 0 }}
+              end={{ x: 1, y: 1 }}
+              style={{
+                borderRadius: 26,
+                borderWidth: 1,
+                borderColor: colors.glassBorder,
+                padding: 18,
+                overflow: "hidden",
+              }}
+            >
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 14 }}>
+                <View
+                  style={{
+                    width: 68,
+                    height: 68,
+                    borderRadius: 34,
+                    borderWidth: 1,
+                    borderColor: "rgba(255,255,255,0.20)",
+                    backgroundColor: "rgba(255,255,255,0.08)",
+                    alignItems: "center",
+                    justifyContent: "center",
+                    overflow: "hidden",
+                  }}
+                >
+                  {user?.photoURL ? (
+                    <Image source={{ uri: user.photoURL }} style={{ width: 68, height: 68 }} />
+                  ) : (
+                    <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900" }}>
+                      {getInitials(displayName)}
+                    </Text>
+                  )}
+                </View>
+                <View style={{ flex: 1, gap: 8 }}>
+                  <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 10 }}>
+                    <View style={{ flex: 1, gap: 5 }}>
+                      <Text style={{ color: colors.text, fontSize: 23, fontWeight: "900" }} numberOfLines={1}>
+                        {displayName}
+                      </Text>
+                      <Text style={{ color: colors.textSecondary, fontSize: 13 }} numberOfLines={1}>
+                        {user?.email ?? "No email found."}
+                      </Text>
+                    </View>
+                    <Pressable
+                      onPress={() => router.push("/profile/account")}
+                      style={{
+                        minHeight: 36,
+                        borderRadius: 999,
+                        borderWidth: 1,
+                        borderColor: "rgba(255,255,255,0.16)",
+                        backgroundColor: "rgba(255,255,255,0.08)",
+                        paddingHorizontal: 12,
+                        alignItems: "center",
+                        justifyContent: "center",
+                      }}
+                    >
+                      <Text style={{ color: colors.text, fontSize: 12, fontWeight: "900" }}>Edit</Text>
+                    </Pressable>
+                  </View>
+                  <Text style={{ color: colors.auraLavender, fontSize: 14, fontWeight: "800" }} numberOfLines={1}>
+                    {summarizeStyleIdentity(profile)}
+                  </Text>
+                </View>
+              </View>
+              <View
+                style={{
+                  marginTop: 16,
+                  borderTopWidth: 1,
+                  borderTopColor: "rgba(255,255,255,0.10)",
+                  paddingTop: 14,
+                }}
+              >
+                <Text style={{ color: colors.text, fontSize: 15, lineHeight: 22, fontWeight: "600" }}>
+                  {summarizeAuraRead(profile)}
+                </Text>
+              </View>
+            </LinearGradient>
+
+            <View style={{ flexDirection: "row", gap: 8 }}>
+              {stats.map((stat) => (
+                <StatCard key={stat.label} label={stat.label} value={stat.value} onPress={stat.onPress} />
+              ))}
+            </View>
+
+            <View style={{ gap: 12 }}>
+              <SectionLabel>QUICK ACTIONS</SectionLabel>
+              <ScrollView
+                horizontal
+                showsHorizontalScrollIndicator={false}
+                contentContainerStyle={{ gap: 10, paddingRight: 2 }}
+              >
+                <QuickAction icon="add" label="Add item" onPress={() => router.push("/(tabs)/add")} />
+                <QuickAction icon="sparkles-outline" label="Build outfit" onPress={() => router.push("/studio")} />
+                <QuickAction icon="chatbubble-ellipses-outline" label="Ask AURA" onPress={() => router.push("/(tabs)/ai")} />
+                <QuickAction icon="calendar-outline" label="Plan week" onPress={() => router.push("/(tabs)/calendar")} />
+              </ScrollView>
+            </View>
+
+            <View style={{ gap: 12 }}>
+              <SectionLabel>AURA PROFILE</SectionLabel>
+              <View
+                style={{
+                  backgroundColor: colors.surface,
+                  borderRadius: 22,
+                  borderWidth: 1,
+                  borderColor: colors.border,
+                  padding: 16,
+                  gap: 12,
+                }}
+              >
+                <View style={{ gap: 4 }}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>Style preferences</Text>
+                  <Text style={{ color: colors.text, fontSize: 15, fontWeight: "700", lineHeight: 21 }}>
+                    {profileFacts.styleSummary}
+                  </Text>
+                </View>
+                <View style={{ flexDirection: "row", gap: 10 }}>
+                  <View style={{ flex: 1, gap: 4 }}>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>Fit</Text>
+                    <Text style={{ color: colors.text, fontSize: 14, fontWeight: "700" }}>{profileFacts.fitSummary}</Text>
+                  </View>
+                  <View style={{ flex: 1, gap: 4 }}>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>Top signal</Text>
+                    <Text style={{ color: colors.text, fontSize: 14, fontWeight: "700" }}>{profileFacts.colorOrCategory}</Text>
+                  </View>
+                </View>
+                <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
+                  {profileFacts.closetNote}
+                </Text>
+                <Pressable
+                  onPress={() => router.push("/profile/style-preferences")}
+                  style={{
+                    alignSelf: "flex-start",
+                    minHeight: 42,
+                    borderRadius: 999,
+                    backgroundColor: "rgba(192,132,252,0.14)",
+                    borderWidth: 1,
+                    borderColor: "rgba(192,132,252,0.26)",
+                    paddingHorizontal: 14,
+                    alignItems: "center",
+                    justifyContent: "center",
+                  }}
+                >
+                  <Text style={{ color: colors.auraLavender, fontSize: 13, fontWeight: "900" }}>
+                    Edit style profile
+                  </Text>
+                </Pressable>
+              </View>
+            </View>
+
+            <View style={{ gap: 12 }}>
+              <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+                <SectionLabel>MY LOOKS</SectionLabel>
+                <Pressable onPress={openMyLooks} style={{ minHeight: 44, justifyContent: "center" }}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800" }}>See all →</Text>
+                </Pressable>
+              </View>
+
+              <ScrollView
+                horizontal
+                showsHorizontalScrollIndicator={false}
+                contentContainerStyle={{ gap: 10, paddingRight: 2 }}
+              >
+                {looksLoading ? (
+                  Array.from({ length: 4 }).map((_, index) => (
+                    <MyLookSkeleton key={index} width={112} height={136} />
+                  ))
+                ) : previewLooks.length ? (
+                  previewLooks.map((record) => (
+                    <MyLookThumbnail
+                      key={`${record.collection}-${record.id}`}
+                      record={record}
+                      width={112}
+                      height={136}
+                      showInfo={false}
+                      onPress={() => setSelectedLook(record)}
+                    />
+                  ))
+                ) : (
+                  <Pressable
+                    onPress={openFavourites}
+                    style={{
+                      minHeight: 104,
+                      width: 250,
+                      borderRadius: 18,
+                      borderWidth: 1,
+                      borderColor: colors.border,
+                      backgroundColor: colors.surface,
+                      paddingHorizontal: 16,
+                      alignItems: "center",
+                      justifyContent: "center",
+                    }}
+                  >
+                    <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20, textAlign: "center" }}>
+                      Save looks from AURA to build your style archive.
+                    </Text>
+                  </Pressable>
+                )}
+              </ScrollView>
+            </View>
+
+            <View style={{ gap: 18 }}>
+              {SETTINGS_GROUPS.map((group) => (
+                <View key={group.label} style={{ gap: 10 }}>
+                  <SectionLabel>{group.label}</SectionLabel>
+                  <View style={{ gap: 10 }}>
+                    {group.rows.map((row) => (
+                      <ProfileHubRow
+                        key={row.title}
+                        title={row.title}
+                        summary={summaries[row.summary]}
+                        onPress={() => router.push(row.route)}
+                      />
+                    ))}
+                  </View>
+                </View>
+              ))}
+            </View>
+
+            <Text
+              style={{
+                marginTop: 24,
+                textAlign: "center",
+                color: colors.text,
+                fontSize: 11,
+                opacity: 0.15,
+                fontWeight: "800",
+              }}
+            >
+              AURA
+            </Text>
           </>
         )}
       </ScrollView>
+      <LookDetailModal
+        visible={Boolean(selectedLook)}
+        record={selectedLook}
+        onClose={() => setSelectedLook(null)}
+      />
     </SafeScreen>
   );
 }
diff --git a/app/(tabs)/studio.tsx b/app/(tabs)/studio.tsx
new file mode 100644
index 0000000..25d359d
--- /dev/null
+++ b/app/(tabs)/studio.tsx
@@ -0,0 +1,639 @@
+import { Ionicons } from "@expo/vector-icons";
+import * as Haptics from "expo-haptics";
+import { router } from "expo-router";
+import React, { useMemo, useState } from "react";
+import {
+  ActivityIndicator,
+  Alert,
+  Pressable,
+  ScrollView,
+  Text,
+  View,
+} from "react-native";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
+
+import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import { ClosetItemCard } from "@/src/components/closet/ClosetItemCard";
+import { useAuth } from "@/src/hooks/useAuth";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import {
+  detectOutfitLayoutType,
+  resolveOutfitLayout,
+  type BoardPiece,
+} from "@/src/lib/auraLookLayouts";
+import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
+import { listenToItems, toCanonicalCategory } from "@/src/lib/items";
+import { Toast } from "@/src/lib/toast";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { AuraLook, AuraLookPiece } from "@/src/types/aura";
+import { toDayKey } from "@/src/utils/date";
+import { savePlannedRecord } from "@/src/utils/dailyOutfits";
+
+type StudioCategory = "top" | "bottom" | "footwear" | "outerwear" | "accessory" | "one_piece";
+type StudioFilter = "all" | StudioCategory;
+
+const CATEGORY_LIMITS: Record<StudioCategory, number> = {
+  outerwear: 2,
+  top: 2,
+  bottom: 1,
+  footwear: 1,
+  one_piece: 1,
+  accessory: 6,
+};
+
+const MAX_TOTAL_ITEMS = 8;
+const IRIDESCENT_PURPLE = "#C084FC";
+
+const FILTERS: {
+  key: StudioFilter;
+  label: string;
+}[] = [
+  { key: "all", label: "All" },
+  { key: "top", label: "Tops" },
+  { key: "bottom", label: "Bottoms" },
+  { key: "outerwear", label: "Outerwear" },
+  { key: "footwear", label: "Shoes" },
+  { key: "accessory", label: "Accessories" },
+  { key: "one_piece", label: "One Piece" },
+];
+
+function itemTitle(item?: ClothingItem | null) {
+  return (
+    item?.name ||
+    item?.subCategory ||
+    item?.type ||
+    item?.category ||
+    "Wardrobe item"
+  ).trim();
+}
+
+function itemDescriptor(item: ClothingItem) {
+  return [
+    itemTitle(item),
+    item.brand,
+    item.category,
+    item.subCategory,
+    item.primaryColor || item.colorLabel || item.displayColor,
+  ]
+    .map((part) => String(part ?? "").trim())
+    .filter(Boolean)
+    .join(" · ");
+}
+
+function categoryForItem(item: ClothingItem): StudioCategory {
+  const category = toCanonicalCategory(item.category);
+  if (category === "shoes") return "footwear";
+  if (category === "outerwear") return "outerwear";
+  if (category === "bottom") return "bottom";
+  if (category === "accessory") return "accessory";
+  if (category === "one_piece") return "one_piece";
+  return "top";
+}
+
+function auraRoleForCategory(category: StudioCategory): AuraLookPiece["role"] {
+  if (category === "footwear") return "shoes";
+  if (category === "accessory") return "accessory";
+  if (category === "one_piece") return "top";
+  return category;
+}
+
+function categoryLabel(category: StudioCategory) {
+  if (category === "one_piece") return "one piece";
+  if (category === "footwear") return "footwear";
+  return category;
+}
+
+function imageUrlForItem(item: ClothingItem) {
+  return (
+    item.photos?.normalizedUrl ??
+    item.cleanedImageUrl ??
+    item.photos?.cleanedUrl ??
+    item.photos?.cleanedPhotoUrl ??
+    item.originalImageUrl ??
+    item.photoUrl ??
+    null
+  );
+}
+
+function buildManualLook(selection: ClothingItem[]): AuraLook {
+  const pieces = selection.map((item) => {
+    const category = categoryForItem(item);
+    return {
+      role: auraRoleForCategory(category),
+      itemName: itemTitle(item),
+      source: "closet" as const,
+      itemId: item.id,
+      imageUrl: imageUrlForItem(item),
+    };
+  });
+  const names = pieces.map((piece) => piece.itemName).filter(Boolean);
+
+  return {
+    lookTitle: names.length ? "Studio Build" : "Manual Outfit",
+    vibe: "closet-first studio build",
+    shortExplanation: names.length
+      ? "A manually built look from pieces you chose."
+      : "Choose pieces below to preview an outfit.",
+    stylingNote: names.length
+      ? `Manual Studio selection: ${names.join(", ")}.`
+      : "Start with any role and build from your closet.",
+    personalizationLabel: "Studio",
+    personalizationNote: "Built manually from closet items.",
+    pieces,
+    fromCloset: names,
+    addToComplete: [],
+    alternates: [],
+    actions: ["saveLook", "planForToday"],
+  };
+}
+
+function buildAuraPrompt(selection: ClothingItem[]) {
+  const lines = selection.map((item) => {
+    const label = categoryLabel(categoryForItem(item));
+    return `${label}: ${itemDescriptor(item)} (closet item id: ${item.id})`;
+  });
+
+  return [
+    "Improve this manually built outfit from my closet.",
+    "Keep the selected pieces as the starting point, explain what works, and suggest the smallest swaps or styling additions if needed.",
+    "",
+    ...lines,
+  ].join("\n");
+}
+
+function buildStudioBoardPieces(selection: ClothingItem[]): BoardPiece[] {
+  return selection.map((item, index) => {
+    const category = categoryForItem(item);
+    const searchTokens = [
+      category,
+      itemTitle(item),
+      item.brand,
+      item.category,
+      item.subCategory,
+      item.type,
+      item.style,
+      item.fit,
+    ]
+      .map((part) => String(part ?? "").trim().toLowerCase())
+      .filter(Boolean)
+      .join(" ");
+
+    return {
+      key: `${item.id}-${category}-${index}`,
+      itemId: item.id,
+      role: category === "footwear" ? "footwear" : category,
+      itemName: itemTitle(item),
+      source: "closet",
+      imageUrl: item.originalImageUrl ?? item.photoUrl ?? null,
+      cleanedImageUrl: item.cleanedImageUrl ?? item.photos?.cleanedUrl ?? null,
+      image: imageUrlForItem(item),
+      brand: item.brand ?? null,
+      category: item.category ?? null,
+      subCategory: item.subCategory ?? null,
+      type: item.type ?? null,
+      style: item.style ?? null,
+      fit: item.fit ?? null,
+      size: item.size ?? null,
+      status: item.status ?? null,
+      colors: item.colors ?? item.displayColors ?? null,
+      colorLabel: item.colorLabel ?? item.displayColor ?? null,
+      primaryColor: item.primaryColor ?? null,
+      lastWornDate: item.lastWornDate ?? null,
+      layerRole: item.layerRole ?? null,
+      visualNormalization: item.visualNormalization ?? null,
+      searchTokens,
+    };
+  });
+}
+
+export default function StudioScreen() {
+  const { user } = useAuth();
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+  const insets = useSafeAreaInsets();
+  const uid = user?.uid ?? null;
+  const [items, setItems] = useState<ClothingItem[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [activeFilter, setActiveFilter] = useState<StudioFilter>("all");
+  const [selection, setSelection] = useState<ClothingItem[]>([]);
+  const [saving, setSaving] = useState(false);
+
+  React.useEffect(() => {
+    if (!uid) {
+      router.replace("/(auth)/welcome");
+      return;
+    }
+    const unsub = listenToItems(
+      uid,
+      (next) => {
+        setItems(next as ClothingItem[]);
+        setLoading(false);
+      },
+      {
+        status: "ALL",
+        sort: "NEWEST",
+        onError: (message) => {
+          setLoading(false);
+          Alert.alert("Firestore error", message);
+        },
+      },
+    );
+    return () => unsub();
+  }, [uid]);
+
+  const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
+  const look = useMemo(() => buildManualLook(selection), [selection]);
+  const hasSelection = selection.length > 0;
+  const selectedIds = useMemo(() => new Set(selection.map((item) => item.id)), [selection]);
+  const hasOnePieceSelected = useMemo(
+    () => selection.some((item) => categoryForItem(item) === "one_piece"),
+    [selection],
+  );
+  const selectedCounts = useMemo(
+    () =>
+      selection.reduce<Record<StudioCategory, number>>(
+        (acc, item) => {
+          const category = categoryForItem(item);
+          acc[category] += 1;
+          return acc;
+        },
+        {
+          top: 0,
+          bottom: 0,
+          footwear: 0,
+          outerwear: 0,
+          accessory: 0,
+          one_piece: 0,
+        },
+      ),
+    [selection],
+  );
+  const resolvedStudioLayout = useMemo(() => {
+    const pieces = buildStudioBoardPieces(selection);
+    if (!pieces.length) return [];
+    return resolveOutfitLayout(pieces, detectOutfitLayoutType(pieces), "studio");
+  }, [selection]);
+  const filteredItems = useMemo(
+    () =>
+      items.filter((item) => {
+        const category = categoryForItem(item);
+        if (hasOnePieceSelected && (category === "top" || category === "bottom")) {
+          return false;
+        }
+        return activeFilter === "all" || category === activeFilter;
+      }),
+    [activeFilter, hasOnePieceSelected, items],
+  );
+  const gridGap = 12;
+  const availableWidth = layout.width - layout.horizontalPadding * 2;
+  const columns = layout.screenSize === "large" ? 4 : 2;
+  const cardWidth = Math.floor((availableWidth - gridGap * (columns - 1)) / columns);
+  const todayKey = toDayKey(new Date());
+  void resolvedStudioLayout;
+
+  function toggleItem(item: ClothingItem) {
+    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
+    const category = categoryForItem(item);
+    const isSelected = selectedIds.has(item.id);
+
+    if (isSelected) {
+      setSelection((prev) => prev.filter((entry) => entry.id !== item.id));
+      return;
+    }
+
+    if (selection.length >= MAX_TOTAL_ITEMS) {
+      Toast.error("Maximum 8 items per outfit");
+      return;
+    }
+
+    if ((category === "top" || category === "bottom") && hasOnePieceSelected) {
+      Toast.error("One piece selected — tops and bottoms are hidden");
+      return;
+    }
+
+    if (
+      category === "one_piece" &&
+      (selectedCounts.top > 0 || selectedCounts.bottom > 0)
+    ) {
+      Toast.error("Remove top/bottom items first to add a one piece");
+      return;
+    }
+
+    if (selectedCounts[category] >= CATEGORY_LIMITS[category]) {
+      Toast.error(`Maximum ${CATEGORY_LIMITS[category]} ${categoryLabel(category)} item${CATEGORY_LIMITS[category] === 1 ? "" : "s"}`);
+      return;
+    }
+
+    setSelection((prev) => [...prev, item]);
+  }
+
+  async function handleSaveLook() {
+    if (!uid || !hasSelection || saving) return;
+    setSaving(true);
+    try {
+      await saveAuraLook(uid, look, { title: "Studio Build" });
+      Toast.saved();
+    } catch (error: any) {
+      Toast.error("Save failed", error?.message ?? "Unable to save this look.");
+    } finally {
+      setSaving(false);
+    }
+  }
+
+  async function handlePlanLook() {
+    if (!uid || !hasSelection || saving) return;
+    setSaving(true);
+    try {
+      await savePlannedRecord(uid, todayKey, auraLookToPlannedOutfit(look));
+      Toast.success("Planned", "This outfit is now attached to today.");
+    } catch (error: any) {
+      Toast.error("Plan failed", error?.message ?? "Unable to plan this outfit.");
+    } finally {
+      setSaving(false);
+    }
+  }
+
+  function handleAskAura() {
+    if (!hasSelection) return;
+    router.push({
+      pathname: "/(tabs)/ai",
+      params: {
+        prompt: buildAuraPrompt(selection),
+        promptKey: `studio-${Date.now()}`,
+      },
+    });
+  }
+
+  function clearSelection() {
+    if (!selection.length) return;
+    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
+    setSelection([]);
+  }
+
+  if (loading) {
+    return (
+      <View style={{ flex: 1, backgroundColor: colors.background, alignItems: "center", justifyContent: "center", gap: 12 }}>
+        <ActivityIndicator color={colors.text} />
+        <Text style={{ color: colors.textSecondary, fontSize: 14 }}>Opening Studio…</Text>
+      </View>
+    );
+  }
+
+  return (
+    <View style={{ flex: 1, backgroundColor: colors.background }}>
+      <ScrollView
+        showsVerticalScrollIndicator={false}
+        contentContainerStyle={{
+          paddingTop: Math.max(insets.top + 10, layout.topContentInset),
+          paddingHorizontal: layout.horizontalPadding,
+          paddingBottom: layout.bottomDockPadding + 112,
+          gap: 18,
+        }}
+      >
+        <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+          <View style={{ flex: 1, gap: 4 }}>
+            <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
+              AURA STUDIO
+            </Text>
+            <Text style={{ color: colors.text, fontSize: 28, lineHeight: 34, fontWeight: "900" }}>
+              Build Outfit
+            </Text>
+          </View>
+          <Pressable
+            onPress={() => router.back()}
+            style={({ pressed }) => ({
+              width: 42,
+              height: 42,
+              borderRadius: 21,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: colors.surface2,
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.08)",
+              opacity: pressed ? 0.78 : 1,
+            })}
+          >
+            <Ionicons name="close" size={20} color={colors.text} />
+          </Pressable>
+        </View>
+
+        <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
+          <View
+            style={{
+              borderRadius: layout.pillRadius,
+              paddingHorizontal: 12,
+              paddingVertical: 7,
+              backgroundColor: "rgba(192,132,252,0.15)",
+              borderWidth: 0.5,
+              borderColor: IRIDESCENT_PURPLE,
+            }}
+          >
+            <Text style={{ color: IRIDESCENT_PURPLE, fontSize: 12, fontWeight: "900" }}>
+              {selection.length} item{selection.length === 1 ? "" : "s"} selected
+            </Text>
+          </View>
+          {hasSelection ? (
+            <Pressable
+              onPress={clearSelection}
+              hitSlop={10}
+              style={({ pressed }) => ({ opacity: pressed ? 0.6 : 1 })}
+            >
+              <Text style={{ color: "rgba(255,255,255,0.4)", fontSize: 12, fontWeight: "800" }}>
+                Clear all
+              </Text>
+            </Pressable>
+          ) : null}
+        </View>
+
+        <AuraLookCard
+          look={look}
+          itemsById={itemsById}
+          viewportWidth={layout.width - layout.horizontalPadding * 2}
+          boardVariant="studio"
+          onPressSave={handleSaveLook}
+          onPressPlan={handlePlanLook}
+          hideActions={!hasSelection}
+        />
+
+        <View style={{ flexDirection: "row", gap: 10 }}>
+          <Pressable
+            disabled={!hasSelection || saving}
+            onPress={handleAskAura}
+            style={({ pressed }) => ({
+              flex: 1,
+              borderRadius: layout.mediumRadius,
+              paddingVertical: 13,
+              paddingHorizontal: 12,
+              alignItems: "center",
+              backgroundColor: hasSelection ? colors.iridescentStart : colors.surface2,
+              opacity: !hasSelection || saving ? 0.48 : pressed ? 0.84 : 1,
+            })}
+          >
+            <Text
+              numberOfLines={2}
+              style={{
+                color: hasSelection ? colors.background : colors.textSecondary,
+                fontSize: 13,
+                fontWeight: "900",
+                textAlign: "center",
+              }}
+            >
+              Ask AURA to improve this
+            </Text>
+          </Pressable>
+          <Pressable
+            disabled={!hasSelection || saving}
+            onPress={handlePlanLook}
+            style={({ pressed }) => ({
+              flex: 1,
+              borderRadius: layout.mediumRadius,
+              paddingVertical: 13,
+              paddingHorizontal: 12,
+              alignItems: "center",
+              backgroundColor: colors.surface2,
+              borderWidth: 1,
+              borderColor: hasSelection ? colors.iridescentStart : "rgba(255,255,255,0.06)",
+              opacity: !hasSelection || saving ? 0.48 : pressed ? 0.82 : 1,
+            })}
+          >
+            <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "900", textAlign: "center" }}>
+              Plan this outfit
+            </Text>
+          </Pressable>
+        </View>
+
+        <View style={{ gap: 12 }}>
+          <View style={{ gap: 10 }}>
+            <ScrollView
+              horizontal
+              showsHorizontalScrollIndicator={false}
+              contentContainerStyle={{ gap: 8, paddingRight: 8 }}
+            >
+              {FILTERS.map((filter) => {
+                const active = activeFilter === filter.key;
+                return (
+                  <Pressable
+                    key={filter.key}
+                    onPress={() => setActiveFilter(filter.key)}
+                    style={({ pressed }) => ({
+                      borderRadius: layout.pillRadius,
+                      paddingHorizontal: 13,
+                      paddingVertical: 9,
+                      backgroundColor: active ? IRIDESCENT_PURPLE : "rgba(255,255,255,0.06)",
+                      opacity: pressed ? 0.82 : 1,
+                    })}
+                  >
+                    <Text
+                      style={{
+                        color: active ? "#000000" : "rgba(255,255,255,0.5)",
+                        fontSize: 12.5,
+                        fontWeight: "900",
+                      }}
+                    >
+                      {filter.label}
+                    </Text>
+                  </Pressable>
+                );
+              })}
+            </ScrollView>
+          </View>
+
+          <View style={{ flexDirection: "row", alignItems: "flex-end", justifyContent: "space-between", gap: 12 }}>
+            <View style={{ flex: 1, gap: 3 }}>
+              <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+                Choose wardrobe items
+              </Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 12.5 }}>
+                {filteredItems.length ? `${filteredItems.length} closet items` : "No matching items yet"}
+              </Text>
+            </View>
+            {hasSelection ? (
+              <Pressable
+                onPress={handleSaveLook}
+                disabled={saving}
+                style={({ pressed }) => ({
+                  borderRadius: layout.pillRadius,
+                  paddingHorizontal: 12,
+                  paddingVertical: 9,
+                  backgroundColor: colors.surface2,
+                  borderWidth: 1,
+                  borderColor: "rgba(255,255,255,0.08)",
+                  opacity: saving ? 0.5 : pressed ? 0.82 : 1,
+                })}
+              >
+                <Text style={{ color: colors.text, fontSize: 12, fontWeight: "900" }}>Save as look</Text>
+              </Pressable>
+            ) : null}
+          </View>
+
+          {filteredItems.length ? (
+            <View style={{ flexDirection: "row", flexWrap: "wrap", gap: gridGap }}>
+              {filteredItems.map((item, index) => {
+                const selected = selectedIds.has(item.id);
+                return (
+                  <View key={item.id} style={{ width: cardWidth }}>
+                    <ClosetItemCard
+                      item={item}
+                      width={cardWidth}
+                      selected={false}
+                      animateIndex={index}
+                      onPress={() => toggleItem(item)}
+                    />
+                    {selected ? (
+                      <View
+                        pointerEvents="none"
+                        style={{
+                          position: "absolute",
+                          top: 0,
+                          left: 0,
+                          right: 0,
+                          bottom: 0,
+                          borderRadius: 20,
+                          borderWidth: 1.5,
+                          borderColor: IRIDESCENT_PURPLE,
+                        }}
+                      >
+                        <View
+                          style={{
+                            position: "absolute",
+                            top: 6,
+                            right: 6,
+                            width: 22,
+                            height: 22,
+                            borderRadius: 11,
+                            alignItems: "center",
+                            justifyContent: "center",
+                            backgroundColor: IRIDESCENT_PURPLE,
+                          }}
+                        >
+                          <Ionicons name="checkmark" size={15} color="#FFFFFF" />
+                        </View>
+                      </View>
+                    ) : null}
+                  </View>
+                );
+              })}
+            </View>
+          ) : (
+            <View
+              style={{
+                borderRadius: layout.mediumRadius,
+                padding: layout.cardPadding,
+                backgroundColor: colors.surface2,
+                borderWidth: 1,
+                borderColor: "rgba(255,255,255,0.07)",
+                gap: 6,
+              }}
+            >
+              <Text style={{ color: colors.text, fontSize: 16, fontWeight: "900" }}>Nothing here yet</Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
+                Add or recategorize closet items to make them available for this role.
+              </Text>
+            </View>
+          )}
+        </View>
+      </ScrollView>
+    </View>
+  );
+}
diff --git a/app/profile/my-looks.tsx b/app/profile/my-looks.tsx
new file mode 100644
index 0000000..92f1f76
--- /dev/null
+++ b/app/profile/my-looks.tsx
@@ -0,0 +1,539 @@
+import { router, useLocalSearchParams } from "expo-router";
+import * as Haptics from "expo-haptics";
+import React, { useEffect, useMemo, useState } from "react";
+import { Alert, Pressable, ScrollView, Share, StyleSheet, Text, View, useWindowDimensions } from "react-native";
+
+import { Colors } from "@/constants/theme";
+import { SafeScreen } from "@/src/components/SafeScreen";
+import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
+import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
+import { useAuth } from "@/src/hooks/useAuth";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import {
+  dislikeProfileLooks,
+  favouriteProfileLooks,
+  likeProfileLooks,
+  removeProfileLooks,
+  subscribeFavouriteLooks,
+  subscribeProfileFeedbackLooks,
+  type ProfileLookRecord,
+} from "@/src/lib/profileLooks";
+
+type TabKey = "liked" | "disliked" | "favourites";
+
+const TABS: { key: TabKey; label: string }[] = [
+  { key: "liked", label: "Liked" },
+  { key: "disliked", label: "Disliked" },
+  { key: "favourites", label: "Favourites" },
+];
+const palette = Colors.dark;
+
+function normalizeInitialTab(value: unknown): TabKey {
+  const raw = Array.isArray(value) ? value[0] : value;
+  if (raw === "disliked") return "disliked";
+  if (raw === "favourites" || raw === "favorites") return "favourites";
+  return "liked";
+}
+
+function selectionKey(record: ProfileLookRecord) {
+  return `${record.collection}:${record.id}`;
+}
+
+function buildShareMessage(records: ProfileLookRecord[]) {
+  if (records.length === 1) {
+    const record = records[0];
+    return [
+      record.title || "AURA look",
+      ...record.look.pieces.map((piece) => `• ${piece.itemName}`),
+    ].join("\n");
+  }
+
+  return records
+    .map((record, index) => {
+      const pieces = record.look.pieces.map((piece) => piece.itemName).filter(Boolean).join(", ");
+      return `${index + 1}. ${record.title || "AURA look"}${pieces ? `: ${pieces}` : ""}`;
+    })
+    .join("\n");
+}
+
+function EmptyState({ tab }: { tab: TabKey }) {
+  const content = {
+    liked: {
+      icon: "♥",
+      title: "No liked outfits yet",
+      subtext: "Like outfits in AURA chat to save them here",
+      button: "Ask AURA for outfits →",
+      onPress: () => router.push("/(tabs)/ai"),
+    },
+    disliked: {
+      icon: "✗",
+      title: "No disliked outfits",
+      subtext: "AURA learns from what you don't like too",
+      button: "",
+      onPress: undefined,
+    },
+    favourites: {
+      icon: "★",
+      title: "No favourites yet",
+      subtext: "Save looks from AURA chat or swipe up in training mode",
+      button: "Train AURA →",
+      onPress: () => router.push("/aura/swipe"),
+    },
+  }[tab];
+
+  return (
+    <View style={styles.emptyState}>
+      <Text style={styles.emptyIcon}>{content.icon}</Text>
+      <Text style={styles.emptyTitle}>{content.title}</Text>
+      <Text style={styles.emptySubtext}>{content.subtext}</Text>
+      {content.button && content.onPress ? (
+        <Pressable onPress={content.onPress} style={styles.emptyButton}>
+          <Text style={styles.emptyButtonText}>{content.button}</Text>
+        </Pressable>
+      ) : null}
+    </View>
+  );
+}
+
+export default function MyLooksScreen() {
+  const { colors } = useAppTheme();
+  const { user } = useAuth();
+  const params = useLocalSearchParams<{ tab?: string }>();
+  const [activeTab, setActiveTab] = useState<TabKey>(() => normalizeInitialTab(params.tab));
+  const [liked, setLiked] = useState<ProfileLookRecord[]>([]);
+  const [disliked, setDisliked] = useState<ProfileLookRecord[]>([]);
+  const [favourites, setFavourites] = useState<ProfileLookRecord[]>([]);
+  const [loading, setLoading] = useState({ liked: true, disliked: true, favourites: true });
+  const [error, setError] = useState<string | null>(null);
+  const [selectedLook, setSelectedLook] = useState<ProfileLookRecord | null>(null);
+  const [selectedKeys, setSelectedKeys] = useState<Set<string>>(new Set());
+  const [bulkWorking, setBulkWorking] = useState(false);
+  const { width: screenWidth } = useWindowDimensions();
+  const thumbnailWidth = Math.floor((screenWidth - 48) / 2);
+  const selectionMode = selectedKeys.size > 0;
+
+  useEffect(() => {
+    setActiveTab(normalizeInitialTab(params.tab));
+  }, [params.tab]);
+
+  useEffect(() => {
+    if (!user?.uid) {
+      setLiked([]);
+      setDisliked([]);
+      setFavourites([]);
+      setLoading({ liked: false, disliked: false, favourites: false });
+      return;
+    }
+
+    setLoading({ liked: true, disliked: true, favourites: true });
+    setError(null);
+    const handleError = (nextError: Error) => {
+      setError(nextError.message || "Unable to load your looks.");
+      setLoading({ liked: false, disliked: false, favourites: false });
+    };
+
+    const unsubs = [
+      subscribeProfileFeedbackLooks(user.uid, "outfit_liked", (records) => {
+        setLiked(records);
+        setLoading((prev) => ({ ...prev, liked: false }));
+      }, handleError),
+      subscribeProfileFeedbackLooks(user.uid, "outfit_disliked", (records) => {
+        setDisliked(records);
+        setLoading((prev) => ({ ...prev, disliked: false }));
+      }, handleError),
+      subscribeFavouriteLooks(user.uid, (records) => {
+        setFavourites(records);
+        setLoading((prev) => ({ ...prev, favourites: false }));
+      }, handleError),
+    ];
+
+    return () => {
+      unsubs.forEach((unsubscribe) => unsubscribe());
+    };
+  }, [user?.uid]);
+
+  useEffect(() => {
+    setSelectedKeys(new Set());
+  }, [activeTab]);
+
+  const recordsByTab: Record<TabKey, ProfileLookRecord[]> = {
+    liked,
+    disliked,
+    favourites,
+  };
+  const currentRecords = recordsByTab[activeTab];
+  const currentLoading = loading[activeTab];
+  const selectedRecords = useMemo(
+    () => currentRecords.filter((record) => selectedKeys.has(selectionKey(record))),
+    [currentRecords, selectedKeys],
+  );
+
+  const clearSelection = () => setSelectedKeys(new Set());
+
+  const toggleSelection = (record: ProfileLookRecord) => {
+    setSelectedKeys((prev) => {
+      const next = new Set(prev);
+      const key = selectionKey(record);
+      if (next.has(key)) {
+        next.delete(key);
+      } else {
+        next.add(key);
+      }
+      return next;
+    });
+  };
+
+  const startSelection = (record: ProfileLookRecord) => {
+    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light).catch(() => undefined);
+    setSelectedKeys(new Set([selectionKey(record)]));
+  };
+
+  const handleThumbnailPress = (record: ProfileLookRecord) => {
+    if (selectionMode) {
+      toggleSelection(record);
+      return;
+    }
+    setSelectedLook(record);
+  };
+
+  const runBulkAction = async (label: string, action: () => Promise<void>, clearAfter = true) => {
+    if (!user?.uid || selectedRecords.length === 0 || bulkWorking) return;
+    try {
+      setBulkWorking(true);
+      await action();
+      if (clearAfter) clearSelection();
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Success);
+    } catch (nextError: any) {
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Error);
+      Alert.alert(label, nextError?.message ?? "Unable to update selected looks.");
+    } finally {
+      setBulkWorking(false);
+    }
+  };
+
+  const confirmDelete = () => {
+    if (!selectedRecords.length) return;
+    Alert.alert(
+      "Delete selected looks?",
+      `Remove ${selectedRecords.length} selected ${selectedRecords.length === 1 ? "look" : "looks"} from this collection?`,
+      [
+        { text: "Cancel", style: "cancel" },
+        {
+          text: "Delete",
+          style: "destructive",
+          onPress: () => {
+            void runBulkAction("Delete", async () => {
+              if (!user?.uid) return;
+              await removeProfileLooks(user.uid, selectedRecords);
+            });
+          },
+        },
+      ],
+    );
+  };
+
+  const favouriteSelected = () => {
+    void runBulkAction("Favourite", async () => {
+      if (!user?.uid) return;
+      await favouriteProfileLooks(user.uid, selectedRecords);
+    });
+  };
+
+  const dislikeSelected = () => {
+    void runBulkAction("Dislike", async () => {
+      if (!user?.uid) return;
+      await dislikeProfileLooks(user.uid, selectedRecords);
+    });
+  };
+
+  const likeSelected = () => {
+    void runBulkAction("Like", async () => {
+      if (!user?.uid) return;
+      await likeProfileLooks(user.uid, selectedRecords);
+    });
+  };
+
+  const shareSelected = () => {
+    void runBulkAction("Share", async () => {
+      const title = selectedRecords.length === 1 ? selectedRecords[0]?.title || "AURA look" : "AURA looks";
+      await Share.share({ title, message: buildShareMessage(selectedRecords) });
+    });
+  };
+
+  return (
+    <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
+      {selectionMode ? (
+        <View style={styles.selectionToolbar}>
+          <Pressable onPress={clearSelection} style={styles.toolbarButton} accessibilityRole="button">
+            <Text style={styles.toolbarText}>Cancel</Text>
+          </Pressable>
+          <Text style={styles.selectionTitle}>{selectedKeys.size} selected</Text>
+          <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={styles.toolbarActions}>
+            <Pressable disabled={bulkWorking} onPress={confirmDelete} style={styles.toolbarPill}>
+              <Text style={[styles.toolbarPillText, styles.deleteText]}>
+                {activeTab === "favourites" ? "Remove" : "Delete"}
+              </Text>
+            </Pressable>
+            {activeTab === "disliked" ? (
+              <Pressable disabled={bulkWorking} onPress={likeSelected} style={styles.toolbarPill}>
+                <Text style={styles.toolbarPillText}>Like</Text>
+              </Pressable>
+            ) : null}
+            {activeTab !== "favourites" ? (
+              <Pressable disabled={bulkWorking} onPress={favouriteSelected} style={styles.toolbarPill}>
+                <Text style={styles.toolbarPillText}>Favourite</Text>
+              </Pressable>
+            ) : null}
+            {activeTab !== "disliked" ? (
+              <Pressable disabled={bulkWorking} onPress={dislikeSelected} style={styles.toolbarPill}>
+                <Text style={styles.toolbarPillText}>Dislike</Text>
+              </Pressable>
+            ) : null}
+            <Pressable disabled={bulkWorking} onPress={shareSelected} style={styles.toolbarPill}>
+              <Text style={styles.toolbarPillText}>Share</Text>
+            </Pressable>
+          </ScrollView>
+        </View>
+      ) : (
+        <>
+          <View style={styles.header}>
+            <Pressable onPress={() => router.back()} style={styles.backButton} accessibilityRole="button" accessibilityLabel="Back">
+              <Text style={styles.backText}>←</Text>
+            </Pressable>
+            <Text style={styles.headerTitle}>My Looks</Text>
+            <View style={styles.headerSpacer} />
+          </View>
+
+          <View style={styles.tabContainer}>
+            {TABS.map((tab) => {
+              const active = activeTab === tab.key;
+              const count = recordsByTab[tab.key].length;
+              return (
+                <Pressable
+                  key={tab.key}
+                  onPress={() => setActiveTab(tab.key)}
+                  style={[styles.tab, active ? styles.activeTab : null]}
+                  accessibilityRole="button"
+                >
+                  <Text style={[styles.tabText, active ? styles.activeTabText : null]}>
+                    {tab.label} ({count})
+                  </Text>
+                </Pressable>
+              );
+            })}
+          </View>
+        </>
+      )}
+
+      {error ? (
+        <View style={styles.errorState}>
+          <Text style={styles.errorTitle}>Couldn’t load My Looks</Text>
+          <Text style={styles.errorText}>{error}</Text>
+        </View>
+      ) : (
+        <ScrollView contentContainerStyle={styles.grid}>
+          {currentLoading
+            ? Array.from({ length: 6 }).map((_, index) => (
+                <MyLookSkeleton key={index} width={thumbnailWidth} />
+              ))
+            : currentRecords.length
+              ? currentRecords.map((record) => (
+                  <MyLookThumbnail
+                    key={`${record.collection}-${record.id}`}
+                    record={record}
+                    width={thumbnailWidth}
+                    onPress={() => handleThumbnailPress(record)}
+                    onLongPress={() => startSelection(record)}
+                    selected={selectedKeys.has(selectionKey(record))}
+                    selectionMode={selectionMode}
+                  />
+                ))
+              : <EmptyState tab={activeTab} />}
+        </ScrollView>
+      )}
+
+      <LookDetailModal
+        visible={Boolean(selectedLook)}
+        record={selectedLook}
+        onClose={() => setSelectedLook(null)}
+      />
+    </SafeScreen>
+  );
+}
+
+const styles = StyleSheet.create({
+  header: {
+    paddingHorizontal: 16,
+    paddingTop: 8,
+    paddingBottom: 14,
+    flexDirection: "row",
+    alignItems: "center",
+  },
+  backButton: {
+    width: 44,
+    height: 44,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  backText: {
+    color: palette.textPrimary,
+    fontSize: 26,
+    fontWeight: "700",
+  },
+  headerTitle: {
+    flex: 1,
+    textAlign: "center",
+    color: palette.textPrimary,
+    fontSize: 18,
+    fontWeight: "900",
+  },
+  headerSpacer: {
+    width: 44,
+  },
+  selectionToolbar: {
+    paddingHorizontal: 16,
+    paddingTop: 8,
+    paddingBottom: 14,
+    gap: 10,
+    borderBottomWidth: 1,
+    borderBottomColor: palette.border,
+    backgroundColor: palette.background,
+  },
+  toolbarButton: {
+    alignSelf: "flex-start",
+    minHeight: 44,
+    paddingHorizontal: 4,
+    justifyContent: "center",
+  },
+  toolbarText: {
+    color: palette.textPrimary,
+    fontSize: 15,
+    fontWeight: "800",
+  },
+  selectionTitle: {
+    position: "absolute",
+    top: 20,
+    left: 0,
+    right: 0,
+    color: palette.textPrimary,
+    textAlign: "center",
+    fontSize: 17,
+    fontWeight: "900",
+  },
+  toolbarActions: {
+    gap: 8,
+    paddingRight: 4,
+  },
+  toolbarPill: {
+    minHeight: 44,
+    paddingHorizontal: 14,
+    borderRadius: 999,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: palette.chipBackground,
+    borderWidth: 1,
+    borderColor: palette.borderStrong,
+  },
+  toolbarPillText: {
+    color: palette.textPrimary,
+    fontSize: 13,
+    fontWeight: "800",
+  },
+  deleteText: {
+    color: palette.danger,
+  },
+  tabContainer: {
+    marginHorizontal: 16,
+    marginBottom: 16,
+    borderRadius: 12,
+    padding: 3,
+    backgroundColor: "rgba(255,255,255,0.04)",
+    flexDirection: "row",
+  },
+  tab: {
+    flex: 1,
+    minHeight: 44,
+    paddingVertical: 8,
+    borderRadius: 10,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  activeTab: {
+    backgroundColor: palette.surfaceElevated,
+  },
+  tabText: {
+    color: palette.textMuted,
+    fontSize: 12,
+    fontWeight: "600",
+  },
+  activeTabText: {
+    color: palette.textPrimary,
+    fontWeight: "600",
+  },
+  grid: {
+    paddingHorizontal: 16,
+    paddingTop: 2,
+    paddingBottom: 140,
+    flexDirection: "row",
+    flexWrap: "wrap",
+    columnGap: 16,
+    rowGap: 18,
+    minHeight: "78%",
+  },
+  emptyState: {
+    flex: 1,
+    minHeight: 420,
+    alignItems: "center",
+    justifyContent: "center",
+    paddingHorizontal: 24,
+  },
+  emptyIcon: {
+    color: palette.borderStrong,
+    fontSize: 48,
+    lineHeight: 56,
+    fontWeight: "800",
+  },
+  emptyTitle: {
+    marginTop: 8,
+    color: palette.textSecondary,
+    fontSize: 16,
+    fontWeight: "800",
+    textAlign: "center",
+  },
+  emptySubtext: {
+    marginTop: 8,
+    color: palette.textMuted,
+    fontSize: 13,
+    lineHeight: 19,
+    textAlign: "center",
+  },
+  emptyButton: {
+    marginTop: 18,
+    minHeight: 44,
+    paddingHorizontal: 16,
+    borderRadius: 999,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: palette.chipBackground,
+    borderWidth: 1,
+    borderColor: palette.borderStrong,
+  },
+  emptyButtonText: {
+    color: palette.textPrimary,
+    fontSize: 13,
+    fontWeight: "800",
+  },
+  errorState: {
+    padding: 24,
+    gap: 8,
+  },
+  errorTitle: {
+    color: palette.textPrimary,
+    fontSize: 16,
+    fontWeight: "800",
+  },
+  errorText: {
+    color: palette.textSecondary,
+    lineHeight: 20,
+  },
+});
diff --git a/src/components/OutfitGrid.tsx b/src/components/OutfitGrid.tsx
index b55f796..f9b5d9b 100644
--- a/src/components/OutfitGrid.tsx
+++ b/src/components/OutfitGrid.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
 import { getItemImageUrl } from "../../src/lib/itemImage";
@@ -36,14 +36,12 @@ function Tile({
       style={[styles.tile, editable ? styles.tileEditable : null]}
     >
       {uri ? (
-        <FastImage
+        <AppImage
           source={{
             uri,
-            priority: FastImage.priority.normal,
-            cache: FastImage.cacheControl.immutable,
           }}
           style={styles.image}
-          resizeMode={FastImage.resizeMode.contain}
+          resizeMode="contain"
         />
       ) : (
         <View style={styles.placeholder}>
diff --git a/src/components/OutfitPlanCard.tsx b/src/components/OutfitPlanCard.tsx
index ff450de..13b34fc 100644
--- a/src/components/OutfitPlanCard.tsx
+++ b/src/components/OutfitPlanCard.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
 import { getItemImageUrl } from "../../src/lib/itemImage";
@@ -31,14 +31,12 @@ function SlotCard({ label, item }: { label: string; item: ClothingItem | null })
   return (
     <View style={styles.slotCard}>
       {uri ? (
-        <FastImage
+        <AppImage
           source={{
             uri,
-            priority: FastImage.priority.normal,
-            cache: FastImage.cacheControl.immutable,
           }}
           style={styles.slotImage}
-          resizeMode={FastImage.resizeMode.contain}
+          resizeMode="contain"
         />
       ) : (
         <View style={styles.slotPlaceholder}>
diff --git a/src/components/OutfitPreviewCard.tsx b/src/components/OutfitPreviewCard.tsx
index ea60cb8..d6720e2 100644
--- a/src/components/OutfitPreviewCard.tsx
+++ b/src/components/OutfitPreviewCard.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import FastImage from "@d11/react-native-fast-image";
+import AppImage from "@/src/components/common/AppImage";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
 import { getItemImageUrl } from "../../src/lib/itemImage";
@@ -24,14 +24,12 @@ function SlotTile({ label, item }: { label: string; item: ClothingItem | null })
   return (
     <View style={styles.tile}>
       {uri ? (
-        <FastImage
+        <AppImage
           source={{
             uri,
-            priority: FastImage.priority.normal,
-            cache: FastImage.cacheControl.immutable,
           }}
           style={styles.image}
-          resizeMode={FastImage.resizeMode.contain}
+          resizeMode="contain"
         />
       ) : <View style={styles.placeholder} />}
       <Text style={styles.slotLabel}>{label}</Text>
diff --git a/src/components/calendar/DateRail.tsx b/src/components/calendar/DateRail.tsx
index 1af6b4d..80b6709 100644
--- a/src/components/calendar/DateRail.tsx
+++ b/src/components/calendar/DateRail.tsx
@@ -1,7 +1,8 @@
 import React, { useEffect, useMemo, useRef } from "react";
-import { FlatList, Pressable, StyleSheet, Text, useWindowDimensions, View } from "react-native";
+import { FlatList, StyleSheet, Text, useWindowDimensions, View } from "react-native";
 
 import { addDays, isSameLocalDate, toDayKey } from "../../utils/date";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 type Status = {
@@ -76,7 +77,11 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {} }:
         const key = toDayKey(item);
         const dayStatus = statuses[key];
         return (
-          <Pressable
+          <AuraPressable
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.96}
+            pressedOpacity={0.88}
             style={[
               styles.cell,
               { borderColor: colors.border, backgroundColor: colors.surface },
@@ -95,7 +100,7 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {} }:
               {dayStatus?.worn ? <Text style={styles.check}>✓</Text> : null}
               {dayStatus?.streak ? <Text style={styles.fire}>🔥</Text> : null}
             </View>
-          </Pressable>
+          </AuraPressable>
         );
       }}
     />
diff --git a/src/components/outfit/AccessoryStrip.tsx b/src/components/outfit/AccessoryStrip.tsx
new file mode 100644
index 0000000..815708b
--- /dev/null
+++ b/src/components/outfit/AccessoryStrip.tsx
@@ -0,0 +1,176 @@
+import React, { useState } from "react";
+import AppImage from "@/src/components/common/AppImage";
+import { Modal, Pressable, StyleSheet, Text, View } from "react-native";
+
+import { Colors } from "@/constants/theme";
+import type { BoardPiece } from "@/src/lib/auraLookLayouts";
+
+type Props = {
+  accessories: BoardPiece[];
+  hiddenAccessories?: BoardPiece[];
+  onItemPress: (item: BoardPiece) => void;
+};
+
+function firstImage(item: BoardPiece) {
+  return item.image ?? item.cleanedImageUrl ?? item.imageUrl ?? null;
+}
+
+function pillStyle(item: BoardPiece) {
+  return item.accessoryType === "fragrance" ? styles.perfumePill : styles.defaultPill;
+}
+
+export function AccessoryStrip({ accessories, hiddenAccessories = [], onItemPress }: Props) {
+  const [showHidden, setShowHidden] = useState(false);
+  if (accessories.length === 0) return null;
+
+  const visible = accessories.slice(0, 4);
+  const overflow = hiddenAccessories.length + Math.max(accessories.length - visible.length, 0);
+
+  return (
+    <View pointerEvents="box-none" style={styles.wrapper}>
+      <View style={styles.strip}>
+        {visible.map((item) => {
+          const image = firstImage(item);
+          return (
+            <Pressable
+              key={item.key}
+              accessibilityRole="button"
+              style={[
+                styles.pill,
+                pillStyle(item),
+                item.accessoryType === "belt" ? styles.beltPill : null,
+              ]}
+              onPress={() => onItemPress(item)}
+            >
+              {image ? (
+                <AppImage
+                  source={{
+                    uri: image,
+                  }}
+                  resizeMode="contain"
+                  style={[styles.thumb, item.accessoryType === "belt" ? styles.beltThumb : null]}
+                />
+              ) : null}
+            </Pressable>
+          );
+        })}
+        {overflow > 0 ? (
+          <Pressable accessibilityRole="button" style={[styles.pill, styles.morePill]} onPress={() => setShowHidden(true)}>
+            <Text style={styles.moreText}>+{overflow}</Text>
+          </Pressable>
+        ) : null}
+      </View>
+
+      <Modal visible={showHidden} transparent animationType="fade" onRequestClose={() => setShowHidden(false)}>
+        <View style={styles.modalRoot}>
+          <Pressable style={StyleSheet.absoluteFill} onPress={() => setShowHidden(false)} />
+          <View style={styles.popover}>
+            {[...accessories.slice(4), ...hiddenAccessories].map((item) => (
+              <Pressable
+                key={item.key}
+                style={styles.popoverRow}
+                onPress={() => {
+                  setShowHidden(false);
+                  onItemPress(item);
+                }}
+              >
+                <View style={styles.popoverMark} />
+              </Pressable>
+            ))}
+          </View>
+        </View>
+      </Modal>
+    </View>
+  );
+}
+
+const colors = Colors.dark;
+
+const styles = StyleSheet.create({
+  wrapper: {
+    alignItems: "flex-end",
+    position: "absolute",
+    right: "6%",
+    top: "5%",
+    zIndex: 90,
+  },
+  strip: {
+    alignItems: "center",
+    alignSelf: "flex-end",
+    backgroundColor: "transparent",
+    borderRadius: 8,
+    flexDirection: "row",
+    gap: 8,
+    paddingHorizontal: 0,
+    paddingVertical: 0,
+  },
+  pill: {
+    alignItems: "center",
+    backgroundColor: "transparent",
+    borderRadius: 999,
+    borderWidth: 0,
+    flexDirection: "row",
+    gap: 4,
+    justifyContent: "center",
+    minHeight: 44,
+    minWidth: 44,
+    paddingHorizontal: 2,
+  },
+  defaultPill: {
+    backgroundColor: "transparent",
+  },
+  perfumePill: {
+    backgroundColor: "transparent",
+  },
+  thumb: {
+    height: 36,
+    width: 36,
+  },
+  beltPill: {
+    minHeight: 54,
+    minWidth: 132,
+  },
+  beltThumb: {
+    height: 118,
+    transform: [{ rotate: "90deg" }],
+    width: 38,
+  },
+  morePill: {
+    backgroundColor: "rgba(17,19,26,0.08)",
+    justifyContent: "center",
+  },
+  moreText: {
+    color: colors.textMuted,
+    fontSize: 12,
+    fontWeight: "800",
+  },
+  modalRoot: {
+    backgroundColor: "rgba(10,10,15,0.32)",
+    flex: 1,
+    justifyContent: "flex-start",
+    paddingHorizontal: 24,
+    paddingTop: 120,
+  },
+  popover: {
+    alignSelf: "flex-start",
+    backgroundColor: colors.surface,
+    borderColor: colors.border,
+    borderRadius: 14,
+    borderWidth: 1,
+    minWidth: 190,
+    padding: 8,
+  },
+  popoverRow: {
+    minHeight: 44,
+    justifyContent: "center",
+    paddingHorizontal: 10,
+  },
+  popoverMark: {
+    backgroundColor: colors.purpleSurfaceStrong,
+    borderRadius: 8,
+    height: 16,
+    width: 72,
+  },
+});
+
+export default AccessoryStrip;
diff --git a/src/components/outfit/FlatLayCanvas.tsx b/src/components/outfit/FlatLayCanvas.tsx
new file mode 100644
index 0000000..3e326aa
--- /dev/null
+++ b/src/components/outfit/FlatLayCanvas.tsx
@@ -0,0 +1,75 @@
+import AppImage from "@/src/components/common/AppImage";
+import React from "react";
+import { StyleSheet, Text, View } from "react-native";
+
+import { Colors } from "@/constants/theme";
+import { getItemImageUrl } from "@/src/lib/itemImage";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+
+type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
+
+type Props = {
+  items: Record<SlotKey, ClothingItem | null>;
+};
+
+const LAYOUT: Record<SlotKey, { left: `${number}%`; top: `${number}%`; width: `${number}%`; height: `${number}%` }> = {
+  outerwear: { left: "8%", top: "8%", width: "38%", height: "48%" },
+  top: { left: "44%", top: "6%", width: "38%", height: "42%" },
+  bottom: { left: "23%", top: "43%", width: "38%", height: "48%" },
+  shoes: { left: "61%", top: "53%", width: "30%", height: "34%" },
+};
+
+function Piece({ item, slot }: { item: ClothingItem | null; slot: SlotKey }) {
+  const uri = item ? getItemImageUrl(item, { variant: "thumb" }) : null;
+  const frame = LAYOUT[slot];
+
+  return (
+    <View pointerEvents="none" style={[styles.piece, frame]}>
+      {uri ? (
+        <AppImage
+          source={{
+            uri,
+          }}
+          resizeMode="contain"
+          style={StyleSheet.absoluteFill}
+        />
+      ) : (
+        <Text style={styles.placeholder}>{slot}</Text>
+      )}
+    </View>
+  );
+}
+
+export default function FlatLayCanvas({ items }: Props) {
+  return (
+    <View style={styles.canvas}>
+      <Piece slot="outerwear" item={items.outerwear} />
+      <Piece slot="top" item={items.top} />
+      <Piece slot="bottom" item={items.bottom} />
+      <Piece slot="shoes" item={items.shoes} />
+    </View>
+  );
+}
+
+const styles = StyleSheet.create({
+  canvas: {
+    width: "100%",
+    aspectRatio: 1.35,
+    borderRadius: 24,
+    overflow: "hidden",
+    backgroundColor: Colors.dark.outfitBoardBackground,
+    borderWidth: 1,
+    borderColor: "rgba(17,19,26,0.08)",
+  },
+  piece: {
+    position: "absolute",
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  placeholder: {
+    color: Colors.dark.textMuted,
+    fontSize: 11,
+    fontWeight: "700",
+    textTransform: "uppercase",
+  },
+});
diff --git a/src/components/profile/LookDetailModal.tsx b/src/components/profile/LookDetailModal.tsx
new file mode 100644
index 0000000..08dc55d
--- /dev/null
+++ b/src/components/profile/LookDetailModal.tsx
@@ -0,0 +1,236 @@
+import React, { useEffect, useMemo, useState } from "react";
+import { Alert, Modal, Pressable, ScrollView, StyleSheet, Text, View } from "react-native";
+import { LinearGradient } from "expo-linear-gradient";
+import Animated, {
+  Easing,
+  useAnimatedStyle,
+  useSharedValue,
+  withTiming,
+} from "react-native-reanimated";
+
+import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import { useAuth } from "@/src/hooks/useAuth";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { auraLookToPlannedOutfit } from "@/src/lib/auraLooks";
+import {
+  markFeedbackLookLiked,
+  removeProfileLook,
+  type ProfileLookRecord,
+} from "@/src/lib/profileLooks";
+import { savePlannedRecord } from "@/src/utils/dailyOutfits";
+
+type Props = {
+  visible: boolean;
+  record: ProfileLookRecord | null;
+  onClose: () => void;
+};
+
+function formatDate(value?: number) {
+  if (!value) return "";
+  return new Intl.DateTimeFormat(undefined, { month: "short", day: "numeric", year: "numeric" }).format(new Date(value));
+}
+
+export function LookDetailModal({ visible, record, onClose }: Props) {
+  const { colors } = useAppTheme();
+  const { user } = useAuth();
+  const [busy, setBusy] = useState(false);
+  const progress = useSharedValue(0);
+
+  useEffect(() => {
+    progress.value = withTiming(visible ? 1 : 0, {
+      duration: 280,
+      easing: Easing.out(Easing.cubic),
+    });
+  }, [progress, visible]);
+
+  const sheetStyle = useAnimatedStyle(() => ({
+    opacity: progress.value,
+    transform: [{ translateY: (1 - progress.value) * 42 }],
+  }));
+
+  const savedDate = useMemo(() => formatDate(record?.createdAt), [record?.createdAt]);
+
+  const runAction = async (action: "plan" | "remove" | "like") => {
+    if (!record || !user?.uid) return;
+    try {
+      setBusy(true);
+      if (action === "plan") {
+        await savePlannedRecord(user.uid, new Date(), auraLookToPlannedOutfit(record.look));
+        Alert.alert("Planned", "This look is planned for today.");
+      } else if (action === "like") {
+        await markFeedbackLookLiked(user.uid, record);
+        Alert.alert("Updated", "AURA marked this look as liked.");
+        onClose();
+      } else {
+        await removeProfileLook(user.uid, record);
+        Alert.alert("Removed", "This look was removed.");
+        onClose();
+      }
+    } catch (error: any) {
+      Alert.alert("My Looks", error?.message ?? "Unable to update this look.");
+    } finally {
+      setBusy(false);
+    }
+  };
+
+  if (!record) return null;
+
+  const isDisliked = record.kind === "disliked";
+
+  return (
+    <Modal visible={visible} transparent animationType="none" onRequestClose={onClose}>
+      <Animated.View style={[styles.screen, sheetStyle]}>
+        <View style={styles.header}>
+          <View style={styles.headerSpacer} />
+          <View style={styles.headerTitleBlock}>
+            <Text numberOfLines={1} style={styles.title}>
+              {record.title}
+            </Text>
+            {savedDate ? <Text style={styles.date}>{savedDate}</Text> : null}
+          </View>
+          <Pressable onPress={onClose} style={styles.closeButton} accessibilityRole="button" accessibilityLabel="Close">
+            <Text style={styles.closeText}>×</Text>
+          </Pressable>
+        </View>
+
+        <ScrollView contentContainerStyle={styles.content}>
+          <AuraLookCard
+            look={record.look}
+            boardVariant="studio"
+            viewportWidth={340}
+            hideActions
+            style={styles.lookCard}
+          />
+        </ScrollView>
+
+        <View style={[styles.actions, { borderTopColor: colors.border }]}>
+          {isDisliked ? (
+            <>
+              <Pressable disabled={busy} onPress={() => runAction("like")} style={styles.gradientButton}>
+                <LinearGradient
+                  colors={[colors.iridescentStart, colors.iridescentEnd]}
+                  start={{ x: 0, y: 0.5 }}
+                  end={{ x: 1, y: 0.5 }}
+                  style={styles.gradientFill}
+                >
+                  <Text style={styles.gradientText}>{busy ? "Updating..." : "Actually I like this"}</Text>
+                </LinearGradient>
+              </Pressable>
+              <Pressable disabled={busy} onPress={() => runAction("remove")} style={styles.darkButton}>
+                <Text style={styles.darkButtonText}>Remove</Text>
+              </Pressable>
+            </>
+          ) : (
+            <>
+              <Pressable disabled={busy} onPress={() => runAction("plan")} style={styles.gradientButton}>
+                <LinearGradient
+                  colors={[colors.iridescentStart, colors.iridescentEnd]}
+                  start={{ x: 0, y: 0.5 }}
+                  end={{ x: 1, y: 0.5 }}
+                  style={styles.gradientFill}
+                >
+                  <Text style={styles.gradientText}>{busy ? "Planning..." : "Plan for today"}</Text>
+                </LinearGradient>
+              </Pressable>
+              <Pressable disabled={busy} onPress={() => runAction("remove")} style={styles.darkButton}>
+                <Text style={styles.darkButtonText}>Remove from saved</Text>
+              </Pressable>
+            </>
+          )}
+        </View>
+      </Animated.View>
+    </Modal>
+  );
+}
+
+const styles = StyleSheet.create({
+  screen: {
+    flex: 1,
+    backgroundColor: "#080808",
+  },
+  header: {
+    paddingTop: 56,
+    paddingHorizontal: 16,
+    paddingBottom: 12,
+    flexDirection: "row",
+    alignItems: "center",
+  },
+  headerSpacer: {
+    width: 44,
+  },
+  headerTitleBlock: {
+    flex: 1,
+    alignItems: "center",
+    gap: 4,
+  },
+  title: {
+    color: "#F7F1E8",
+    fontSize: 17,
+    fontWeight: "800",
+  },
+  date: {
+    color: "rgba(255,255,255,0.35)",
+    fontSize: 12,
+  },
+  closeButton: {
+    width: 44,
+    height: 44,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  closeText: {
+    color: "#F7F1E8",
+    fontSize: 30,
+    lineHeight: 34,
+    fontWeight: "300",
+  },
+  content: {
+    paddingHorizontal: 16,
+    paddingTop: 8,
+    paddingBottom: 24,
+    alignItems: "center",
+  },
+  lookCard: {
+    width: "100%",
+    maxWidth: 380,
+  },
+  actions: {
+    paddingHorizontal: 16,
+    paddingTop: 12,
+    paddingBottom: 28,
+    borderTopWidth: 1,
+    gap: 10,
+    backgroundColor: "#080808",
+  },
+  gradientButton: {
+    minHeight: 50,
+    borderRadius: 18,
+    overflow: "hidden",
+  },
+  gradientFill: {
+    minHeight: 50,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  gradientText: {
+    color: "#080808",
+    fontSize: 15,
+    fontWeight: "900",
+  },
+  darkButton: {
+    minHeight: 50,
+    borderRadius: 18,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: "#111111",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.1)",
+  },
+  darkButtonText: {
+    color: "#F7F1E8",
+    fontSize: 15,
+    fontWeight: "800",
+  },
+});
+
+export default LookDetailModal;
diff --git a/src/components/profile/MyLookThumbnail.tsx b/src/components/profile/MyLookThumbnail.tsx
new file mode 100644
index 0000000..60a060f
--- /dev/null
+++ b/src/components/profile/MyLookThumbnail.tsx
@@ -0,0 +1,207 @@
+import React, { useEffect } from "react";
+import { Pressable, StyleSheet, Text, View } from "react-native";
+import { LinearGradient } from "expo-linear-gradient";
+import Animated, {
+  useAnimatedStyle,
+  useSharedValue,
+  withRepeat,
+  withTiming,
+} from "react-native-reanimated";
+
+import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import type { ProfileLookRecord } from "@/src/lib/profileLooks";
+
+type Props = {
+  record: ProfileLookRecord;
+  width: number;
+  height?: number;
+  onPress: () => void;
+  onLongPress?: () => void;
+  showInfo?: boolean;
+  showFavouriteStar?: boolean;
+  selected?: boolean;
+  selectionMode?: boolean;
+};
+
+export function MyLookThumbnail({
+  record,
+  width,
+  height = Math.round((width * 4) / 3),
+  onPress,
+  onLongPress,
+  showInfo = false,
+  showFavouriteStar = false,
+  selected = false,
+  selectionMode = false,
+}: Props) {
+  const scale = width <= 90 ? 0.26 : 0.5;
+  const boardSize = Math.min(width, height) / scale;
+  const itemCount = record.look.pieces?.length ?? record.itemIds.length;
+
+  return (
+    <Pressable
+      onPress={onPress}
+      onLongPress={onLongPress}
+      delayLongPress={260}
+      style={[styles.card, selected ? styles.cardSelected : null, { width, height }]}
+      accessibilityRole="button"
+      accessibilityLabel={`${record.title} look`}
+    >
+      <View pointerEvents="none" style={styles.previewClip}>
+        <AuraLookCard
+          look={record.look}
+          compact
+          hideActions
+          boardOnly
+          boardVariant="studio"
+          viewportWidth={boardSize + 26}
+          style={[
+            styles.scaledCard,
+            {
+              width: boardSize,
+              height: boardSize,
+              transform: [
+                { translateX: -((boardSize - width) / 2) },
+                { translateY: -((boardSize - height) / 2) },
+                { scale },
+              ],
+            },
+          ]}
+        />
+      </View>
+
+      {showFavouriteStar ? <Text style={styles.star}>★</Text> : null}
+
+      {selectionMode ? <View pointerEvents="none" style={[styles.selectionOverlay, selected ? styles.selectionOverlayActive : null]} /> : null}
+      {selected ? (
+        <View pointerEvents="none" style={styles.checkBadge}>
+          <Text style={styles.checkText}>✓</Text>
+        </View>
+      ) : null}
+
+      {showInfo ? (
+        <View style={styles.infoBar}>
+          <Text numberOfLines={1} style={styles.title}>
+            {record.title}
+          </Text>
+          <Text style={styles.count}>{itemCount} {itemCount === 1 ? "piece" : "pieces"}</Text>
+        </View>
+      ) : null}
+    </Pressable>
+  );
+}
+
+export function MyLookSkeleton({ width, height = Math.round((width * 4) / 3) }: { width: number; height?: number }) {
+  const shimmer = useSharedValue(-1);
+
+  useEffect(() => {
+    shimmer.value = withRepeat(withTiming(1, { duration: 1200 }), -1, false);
+  }, [shimmer]);
+
+  const shimmerStyle = useAnimatedStyle(() => ({
+    transform: [{ translateX: shimmer.value * width }],
+  }));
+
+  return (
+    <View style={[styles.skeleton, { width, height }]}>
+      <Animated.View style={[styles.shimmer, shimmerStyle]}>
+        <LinearGradient
+          colors={["#1A1A1A", "#222222", "#1A1A1A"]}
+          start={{ x: 0, y: 0.5 }}
+          end={{ x: 1, y: 0.5 }}
+          style={StyleSheet.absoluteFill}
+        />
+      </Animated.View>
+    </View>
+  );
+}
+
+const styles = StyleSheet.create({
+  card: {
+    aspectRatio: 3 / 4,
+    borderRadius: 16,
+    backgroundColor: "#F5F2ED",
+    overflow: "hidden",
+    minHeight: 44,
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.08)",
+  },
+  cardSelected: {
+    borderColor: "#C084FC",
+    borderWidth: 2,
+  },
+  previewClip: {
+    flex: 1,
+    overflow: "hidden",
+  },
+  scaledCard: {
+    position: "absolute",
+    top: 0,
+    left: 0,
+    borderRadius: 16,
+  },
+  infoBar: {
+    position: "absolute",
+    left: 0,
+    right: 0,
+    bottom: 0,
+    backgroundColor: "rgba(0,0,0,0.7)",
+    paddingHorizontal: 8,
+    paddingVertical: 6,
+  },
+  title: {
+    color: "#FFFFFF",
+    fontSize: 11,
+    fontWeight: "600",
+  },
+  count: {
+    marginTop: 2,
+    color: "rgba(255,255,255,0.6)",
+    fontSize: 9,
+  },
+  star: {
+    position: "absolute",
+    top: 6,
+    right: 6,
+    color: "#C084FC",
+    fontSize: 14,
+    fontWeight: "900",
+    textShadowColor: "rgba(0,0,0,0.45)",
+    textShadowRadius: 4,
+  },
+  selectionOverlay: {
+    ...StyleSheet.absoluteFillObject,
+    backgroundColor: "rgba(0,0,0,0.08)",
+  },
+  selectionOverlayActive: {
+    backgroundColor: "rgba(0,0,0,0.26)",
+  },
+  checkBadge: {
+    position: "absolute",
+    top: 8,
+    right: 8,
+    width: 26,
+    height: 26,
+    borderRadius: 999,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: "#C084FC",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.72)",
+  },
+  checkText: {
+    color: "#080808",
+    fontSize: 15,
+    lineHeight: 18,
+    fontWeight: "900",
+  },
+  skeleton: {
+    borderRadius: 16,
+    backgroundColor: "#1A1A1A",
+    overflow: "hidden",
+  },
+  shimmer: {
+    width: "70%",
+    height: "100%",
+  },
+});
diff --git a/src/lib/auraLookDocument.ts b/src/lib/auraLookDocument.ts
new file mode 100644
index 0000000..6ea2aca
--- /dev/null
+++ b/src/lib/auraLookDocument.ts
@@ -0,0 +1,88 @@
+import type { AuraLook, AuraLookPiece } from "@/src/types/aura";
+
+export type AuraLookSnapshotPiece = {
+  role: AuraLookPiece["role"];
+  itemName: string;
+  source: AuraLookPiece["source"];
+  itemId: string | null;
+  imageUrl: string | null;
+};
+
+export type AuraLookSnapshot = {
+  lookTitle: string;
+  vibe: string;
+  shortExplanation: string;
+  stylingNote: string;
+  personalizationLabel: string;
+  personalizationNote: string;
+  fromCloset: string[];
+  addToComplete: string[];
+  alternates: string[];
+  pieces: AuraLookSnapshotPiece[];
+};
+
+export function cleanAuraString(value: unknown) {
+  return String(value ?? "").trim();
+}
+
+export function compactAuraLookPieces(pieces: AuraLookPiece[]): AuraLookSnapshotPiece[] {
+  return pieces.map((piece) => ({
+    role: piece.role,
+    itemName: cleanAuraString(piece.itemName),
+    source: piece.source,
+    itemId: cleanAuraString(piece.itemId) || null,
+    imageUrl: cleanAuraString(piece.imageUrl) || null,
+  }));
+}
+
+export function buildAuraLookSnapshot(look: AuraLook): AuraLookSnapshot {
+  return {
+    lookTitle: cleanAuraString(look.lookTitle),
+    vibe: cleanAuraString(look.vibe),
+    shortExplanation: cleanAuraString(look.shortExplanation),
+    stylingNote: cleanAuraString(look.stylingNote),
+    personalizationLabel: cleanAuraString(look.personalizationLabel),
+    personalizationNote: cleanAuraString(look.personalizationNote),
+    fromCloset: (look.fromCloset ?? []).map(cleanAuraString).filter(Boolean),
+    addToComplete: (look.addToComplete ?? []).map(cleanAuraString).filter(Boolean),
+    alternates: (look.alternates ?? []).map(cleanAuraString).filter(Boolean),
+    pieces: compactAuraLookPieces(look.pieces ?? []),
+  };
+}
+
+export function getAuraLookItemIds(look: AuraLook) {
+  return Array.from(
+    new Set(
+      (look.pieces ?? [])
+        .map((piece) => cleanAuraString(piece.itemId))
+        .filter(Boolean),
+    ),
+  );
+}
+
+export function stableAuraLookSignature(look: AuraLook) {
+  return JSON.stringify({
+    lookTitle: cleanAuraString(look.lookTitle).toLowerCase(),
+    vibe: cleanAuraString(look.vibe).toLowerCase(),
+    shortExplanation: cleanAuraString(look.shortExplanation).toLowerCase(),
+    stylingNote: cleanAuraString(look.stylingNote).toLowerCase(),
+    pieces: compactAuraLookPieces(look.pieces ?? []).map((piece) => ({
+      role: piece.role,
+      itemName: piece.itemName.toLowerCase(),
+      source: piece.source,
+      itemId: piece.itemId,
+    })),
+  });
+}
+
+export function hashAuraText(value: string) {
+  let hash = 5381;
+  for (let index = 0; index < value.length; index += 1) {
+    hash = (hash * 33) ^ value.charCodeAt(index);
+  }
+  return Math.abs(hash >>> 0).toString(36);
+}
+
+export function buildStableAuraLookId(prefix: string, look: AuraLook) {
+  return `${prefix}_${hashAuraText(stableAuraLookSignature(look))}`;
+}
diff --git a/src/lib/auraLookLayouts.ts b/src/lib/auraLookLayouts.ts
new file mode 100644
index 0000000..5030b64
--- /dev/null
+++ b/src/lib/auraLookLayouts.ts
@@ -0,0 +1,1201 @@
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { AuraLook, AuraLookPiece } from "@/src/types/aura";
+
+export type AuraLayoutVariant = "chat" | "swipe" | "home" | "studio";
+
+export type OutfitLayoutType =
+  | "classic_full"
+  | "no_jacket"
+  | "shorts_outfit"
+  | "layered_tops"
+  | "dress_centered"
+  | "jumpsuit"
+  | "coord_set"
+  | "abaya_saree"
+  | "two_items"
+  | "single_item"
+  | "accessories_heavy"
+  | "accessories_only";
+
+export type AuraLayoutType = OutfitLayoutType;
+
+export type AuraAccessoryType =
+  | "watch"
+  | "glasses"
+  | "bag"
+  | "necklace"
+  | "bracelet"
+  | "earrings"
+  | "belt"
+  | "hat"
+  | "scarf"
+  | "fragrance"
+  | "jewelry"
+  | "socks"
+  | "other_accessory";
+
+export type AuraLayoutRole =
+  | "top"
+  | "outerwear"
+  | "bottom"
+  | "footwear"
+  | "one_piece"
+  | "accessory"
+  | "unknown";
+
+export type AuraLayoutItem = {
+  key: string;
+  itemId?: string | null;
+  role: AuraLayoutRole;
+  accessoryType?: AuraAccessoryType | null;
+  itemName: string;
+  source: "closet" | "suggested";
+  imageUrl?: string | null;
+  cleanedImageUrl?: string | null;
+  image?: string | null;
+  brand?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  type?: string | null;
+  style?: string | null;
+  fit?: string | null;
+  size?: string | null;
+  status?: ClothingItem["status"] | null;
+  colors?: string[] | null;
+  colorLabel?: string | null;
+  primaryColor?: string | null;
+  lastWornDate?: number | null;
+  stylingNote?: string | null;
+  layerRole?: string | null;
+  visualNormalization?: ClothingItem["visualNormalization"] | null;
+  searchTokens: string;
+};
+
+export type BoardPiece = AuraLayoutItem;
+
+export type AuraPlacedItem = {
+  key: string;
+  item: AuraLayoutItem;
+  slotKind: "top" | "outerwear" | "bottom" | "footwear" | "accessory";
+  slotName: string;
+  leftPct: number;
+  topPct: number;
+  widthPct: number;
+  heightPct: number;
+  zIndex: number;
+  shadowIntensity: number;
+  rotation: number;
+};
+
+export type PlacedBoardItem = AuraPlacedItem;
+
+export type AuraRenderPlan = {
+  layoutType: AuraLayoutType;
+  variant: AuraLayoutVariant;
+  placedItems: AuraPlacedItem[];
+  stripItems: AuraLayoutItem[];
+  hiddenStripItems: AuraLayoutItem[];
+  overflowItems: AuraLayoutItem[];
+};
+
+type ClassifiedItems = {
+  top: AuraLayoutItem[];
+  outerwear: AuraLayoutItem[];
+  bottom: AuraLayoutItem[];
+  footwear: AuraLayoutItem[];
+  onePiece: AuraLayoutItem[];
+  accessories: AuraLayoutItem[];
+  unknown: AuraLayoutItem[];
+};
+
+type ZoneSpec = {
+  centerX: number;
+  centerY: number;
+  width: number;
+  height: number;
+  zIndex: number;
+  slotName: string;
+  shadowIntensity?: number;
+  rotation?: number;
+};
+
+const DEBUG_AURA_LAYOUT =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_BOARD_DEBUG === "1";
+
+const LEFT_TOP: ZoneSpec = {
+  centerX: 24,
+  centerY: 32,
+  width: 40,
+  height: 48,
+  zIndex: 20,
+  slotName: "left-top",
+  shadowIntensity: 0.92,
+};
+
+const LAYERED_SIDE_BY_SIDE = {
+  shirt: {
+    centerX: 20,
+    centerY: 35,
+    width: 38,
+    height: 46,
+    zIndex: 20,
+    slotName: "layered-shirt",
+    shadowIntensity: 0.86,
+    rotation: 10,
+  },
+  jacket: {
+    centerX: 80,
+    centerY: 35,
+    width: 38,
+    height: 50,
+    zIndex: 30,
+    slotName: "layered-jacket",
+    shadowIntensity: 0.96,
+    rotation: -10,
+  },
+} satisfies Record<string, ZoneSpec>;
+
+const TOP_LEFT_STACKED = {
+  jacket: {
+    centerX: 70,
+    centerY: 28,
+    width: 38,
+    height: 46,
+    zIndex: 30,
+    slotName: "stacked-jacket",
+    shadowIntensity: 0.95,
+    rotation: -1,
+  },
+  hoodie: {
+    centerX: 22,
+    centerY: 30,
+    width: 38,
+    height: 46,
+    zIndex: 20,
+    slotName: "stacked-hoodie",
+    shadowIntensity: 0.88,
+    rotation: 0.8,
+  },
+  tee: {
+    centerX: 24,
+    centerY: 32,
+    width: 32,
+    height: 38,
+    zIndex: 10,
+    slotName: "stacked-tee",
+    shadowIntensity: 0.78,
+    rotation: 1.4,
+  },
+} satisfies Record<string, ZoneSpec>;
+
+const RIGHT_OUTERWEAR: ZoneSpec = {
+  centerX: 68,
+  centerY: 28,
+  width: 40,
+  height: 48,
+  zIndex: 30,
+  slotName: "right-outerwear",
+  shadowIntensity: 0.96,
+  rotation: -1,
+};
+
+const BOTTOM_CENTER: ZoneSpec = {
+  centerX: 50,
+  centerY: 70,
+  width: 30,
+  height: 60,
+  zIndex: 15,
+  slotName: "bottom-center",
+  shadowIntensity: 0.9,
+  rotation: 0,
+};
+
+const BOTTOM_CENTER_SHORT: ZoneSpec = {
+  centerX: 50,
+  centerY: 60,
+  width: 34,
+  height: 36,
+  zIndex: 15,
+  slotName: "bottom-center-short",
+  shadowIntensity: 0.86,
+  rotation: 1,
+};
+
+const TOP_LEFT_CHAIN: ZoneSpec = {
+  centerX: 12,
+  centerY: 8,
+  width: 18,
+  height: 10,
+  zIndex: 50,
+  slotName: "top-left-chain",
+  shadowIntensity: 0.35,
+};
+
+const TOP_CENTER_GLASSES: ZoneSpec = {
+  centerX: 50,
+  centerY: 10,
+  width: 22,
+  height: 10,
+  zIndex: 50,
+  slotName: "top-center-glasses",
+  shadowIntensity: 0.35,
+};
+
+const TOP_RIGHT_HAT: ZoneSpec = {
+  centerX: 90,
+  centerY: 10,
+  width: 20,
+  height: 16,
+  zIndex: 50,
+  slotName: "top-right-hat",
+  shadowIntensity: 0.35,
+};
+
+const BOTTOM_LEFT_SHOES: ZoneSpec = {
+  centerX: 15,
+  centerY: 90,
+  width: 28,
+  height: 16,
+  zIndex: 40,
+  slotName: "bottom-left-shoes",
+  shadowIntensity: 1.05,
+  rotation: 0,
+};
+
+const BELT_ZONE: ZoneSpec = {
+  centerX: 20,
+  centerY: 65,
+  width: 30,
+  height: 30,
+  zIndex: 45,
+  slotName: "belt-zone",
+  shadowIntensity: 0,
+  rotation: 90,
+};
+
+const BAG_ZONE: ZoneSpec = {
+  centerX: 78,
+  centerY: 72,
+  width: 26,
+  height: 28,
+  zIndex: 40,
+  slotName: "bag-zone",
+  shadowIntensity: 0.8,
+  rotation: 2,
+};
+
+const PERFUME_ZONE: ZoneSpec = {
+  centerX: 88,
+  centerY: 90,
+  width: 16,
+  height: 18,
+  zIndex: 45,
+  slotName: "perfume-zone",
+  shadowIntensity: 0.5,
+};
+
+const CENTER_TALL: ZoneSpec = {
+  centerX: 44,
+  centerY: 46,
+  width: 38,
+  height: 80,
+  zIndex: 20,
+  slotName: "center-tall",
+  shadowIntensity: 0.96,
+};
+
+const CENTER_WIDE: ZoneSpec = {
+  centerX: 50,
+  centerY: 46,
+  width: 58,
+  height: 68,
+  zIndex: 20,
+  slotName: "center-wide",
+  shadowIntensity: 0.94,
+};
+
+const ACCESSORY_ONLY_GRID: ZoneSpec[] = [
+  {
+    centerX: 25,
+    centerY: 30,
+    width: 36,
+    height: 32,
+    zIndex: 20,
+    slotName: "accessory-grid-1",
+    shadowIntensity: 0.62,
+  },
+  {
+    centerX: 72,
+    centerY: 30,
+    width: 34,
+    height: 28,
+    zIndex: 20,
+    slotName: "accessory-grid-2",
+    shadowIntensity: 0.62,
+  },
+  {
+    centerX: 25,
+    centerY: 68,
+    width: 34,
+    height: 30,
+    zIndex: 20,
+    slotName: "accessory-grid-3",
+    shadowIntensity: 0.62,
+  },
+  {
+    centerX: 72,
+    centerY: 68,
+    width: 32,
+    height: 28,
+    zIndex: 20,
+    slotName: "accessory-grid-4",
+    shadowIntensity: 0.62,
+  },
+];
+
+function normalizeText(value?: string | null) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase();
+}
+
+function clamp(value: number, min: number, max: number) {
+  return Math.max(min, Math.min(max, value));
+}
+
+function buildTokens(parts: (string | null | undefined)[]) {
+  return parts
+    .map((part) => normalizeText(part))
+    .filter(Boolean)
+    .join(" ");
+}
+
+function containsAny(haystack: string, needles: string[]) {
+  return needles.some((needle) => haystack.includes(needle));
+}
+
+function normalizedSubCategory(
+  item?: Pick<AuraLayoutItem, "subCategory" | "type" | "searchTokens"> | null,
+) {
+  return (
+    normalizeText(item?.subCategory) ||
+    normalizeText(item?.type) ||
+    normalizeText(item?.searchTokens)
+  );
+}
+
+function isShortBottom(item?: AuraLayoutItem | null) {
+  const sub = normalizedSubCategory(item);
+  return containsAny(sub, ["shorts", "cargo", "trackpants"]);
+}
+
+function isSmallAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  return containsAny(item.searchTokens, [
+    "watch",
+    "smartwatch",
+    "bracelet",
+    "ring",
+    "earring",
+    "earrings",
+    "anklet",
+    "scarf",
+    "bandana",
+    "hair_clip",
+    "hair clip",
+    "sock",
+    "socks",
+    "no_show_socks",
+    "no show socks",
+    "knee_socks",
+    "knee socks",
+    "glove",
+    "gloves",
+    "tie",
+    "pocket_square",
+    "pocket square",
+  ]);
+}
+
+function isBagAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  return (
+    item.accessoryType === "bag" ||
+    containsAny(item.searchTokens, [
+      "bag",
+      "backpack",
+      "handbag",
+      "tote_bag",
+      "tote bag",
+      "tote",
+      "clutch",
+      "crossbody",
+      "shoulder_bag",
+      "shoulder bag",
+      "mini_bag",
+      "mini bag",
+    ])
+  );
+}
+
+function isBackpackAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  return containsAny(item.searchTokens, ["backpack"]);
+}
+
+function isBeltAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  if (containsAny(item.searchTokens, ["chain_belt", "chain belt"]))
+    return false;
+  return (
+    item.accessoryType === "belt" || containsAny(item.searchTokens, ["belt"])
+  );
+}
+
+function isGlassesAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  return (
+    item.accessoryType === "glasses" ||
+    containsAny(item.searchTokens, ["glasses", "sunglasses"])
+  );
+}
+
+function isHatAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  return (
+    item.accessoryType === "hat" ||
+    containsAny(item.searchTokens, [
+      "cap",
+      "hat",
+      "beanie",
+      "bucket_hat",
+      "bucket hat",
+    ])
+  );
+}
+
+function isPerfumeAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  return (
+    item.accessoryType === "fragrance" ||
+    containsAny(item.searchTokens, ["perfume", "cologne", "fragrance"])
+  );
+}
+
+function isNecklaceAccessory(item: AuraLayoutItem) {
+  if (item.role !== "accessory") return false;
+  if (
+    containsAny(item.searchTokens, [
+      "ring",
+      "bracelet",
+      "earring",
+      "earrings",
+      "anklet",
+    ])
+  )
+    return false;
+  return (
+    item.accessoryType === "necklace" ||
+    containsAny(item.searchTokens, [
+      "necklace",
+      "chain_belt",
+      "chain belt",
+      "chain",
+      "jewelry",
+      "jewellery",
+    ])
+  );
+}
+
+function inferLayoutRole(piece: AuraLookPiece, tokens: string): AuraLayoutRole {
+  if (piece.role === "outerwear") return "outerwear";
+  if (piece.role === "top") return "top";
+  if (piece.role === "bottom") return "bottom";
+  if (piece.role === "shoes") return "footwear";
+  if (piece.role === "accessory") return "accessory";
+  if (
+    containsAny(tokens, [
+      "dress",
+      "jumpsuit",
+      "romper",
+      "one piece",
+      "one-piece",
+      "saree",
+      "abaya",
+      "kurta set",
+      "kurta_set",
+    ])
+  ) {
+    return "one_piece";
+  }
+  if (
+    containsAny(tokens, [
+      "jacket",
+      "coat",
+      "blazer",
+      "outerwear",
+      "shacket",
+      "parka",
+      "bomber",
+      "trench",
+      "overshirt",
+    ])
+  ) {
+    return "outerwear";
+  }
+  if (
+    containsAny(tokens, [
+      "shirt",
+      "tee",
+      "t-shirt",
+      "blouse",
+      "crop top",
+      "tank",
+      "polo",
+      "top",
+      "sweater",
+      "sweatshirt",
+      "hoodie",
+      "knit",
+      "kurta",
+    ])
+  ) {
+    return "top";
+  }
+  if (
+    containsAny(tokens, [
+      "jeans",
+      "trousers",
+      "pants",
+      "cargo",
+      "shorts",
+      "skirt",
+      "bottom",
+      "joggers",
+      "trackpants",
+      "chinos",
+    ])
+  ) {
+    return "bottom";
+  }
+  if (
+    containsAny(tokens, [
+      "shoe",
+      "sneaker",
+      "loafer",
+      "boot",
+      "heel",
+      "flat",
+      "sandal",
+      "slide",
+    ])
+  ) {
+    return "footwear";
+  }
+  if (
+    containsAny(tokens, [
+      "watch",
+      "glasses",
+      "sunglasses",
+      "bag",
+      "handbag",
+      "backpack",
+      "necklace",
+      "bracelet",
+      "earrings",
+      "belt",
+      "hat",
+      "cap",
+      "scarf",
+      "fragrance",
+      "perfume",
+      "cologne",
+      "jewelry",
+      "jewellery",
+      "socks",
+    ])
+  ) {
+    return "accessory";
+  }
+  return "unknown";
+}
+
+function classifyAccessoryType(tokens: string): AuraAccessoryType | null {
+  if (containsAny(tokens, ["watch", "smartwatch"])) return "watch";
+  if (containsAny(tokens, ["glasses", "sunglasses"])) return "glasses";
+  if (
+    containsAny(tokens, [
+      "bag",
+      "handbag",
+      "crossbody",
+      "backpack",
+      "tote_bag",
+      "tote bag",
+      "clutch",
+      "shoulder_bag",
+      "shoulder bag",
+      "mini_bag",
+      "mini bag",
+    ])
+  )
+    return "bag";
+  if (containsAny(tokens, ["necklace", "chain", "chain_belt", "chain belt"]))
+    return "necklace";
+  if (containsAny(tokens, ["bracelet"])) return "bracelet";
+  if (containsAny(tokens, ["earrings", "earring"])) return "earrings";
+  if (containsAny(tokens, ["belt"])) return "belt";
+  if (containsAny(tokens, ["hat", "cap", "beanie", "bucket_hat", "bucket hat"]))
+    return "hat";
+  if (containsAny(tokens, ["scarf", "bandana"])) return "scarf";
+  if (containsAny(tokens, ["perfume", "fragrance", "cologne"]))
+    return "fragrance";
+  if (
+    containsAny(tokens, [
+      "socks",
+      "sock",
+      "no_show_socks",
+      "no show socks",
+      "knee_socks",
+      "knee socks",
+    ])
+  )
+    return "socks";
+  if (containsAny(tokens, ["ring", "jewelry", "jewellery"])) return "jewelry";
+  return "other_accessory";
+}
+
+function toLayoutItem(
+  piece: AuraLookPiece,
+  index: number,
+  itemsById?: Map<string, ClothingItem>,
+): AuraLayoutItem {
+  const item = piece.itemId ? itemsById?.get(piece.itemId) : undefined;
+  const tokens = buildTokens([
+    piece.role,
+    piece.itemName,
+    item?.name,
+    item?.brand,
+    item?.category,
+    item?.subCategory,
+    item?.type,
+    item?.style,
+    item?.fit,
+  ]);
+  const role = inferLayoutRole(piece, tokens);
+  const accessoryType =
+    role === "accessory" ? classifyAccessoryType(tokens) : null;
+  const normalizedImage =
+    item?.photos?.normalizedUrl ??
+    item?.cleanedImageUrl ??
+    item?.photos?.cleanedUrl ??
+    item?.photos?.cleanedPhotoUrl ??
+    piece.imageUrl ??
+    item?.originalImageUrl ??
+    null;
+
+  return {
+    key: `${piece.itemId ?? piece.itemName}-${piece.role}-${index}`,
+    itemId: piece.itemId ?? null,
+    role,
+    accessoryType,
+    itemName: piece.itemName || item?.name || "Wardrobe item",
+    source: piece.source,
+    imageUrl:
+      piece.imageUrl ?? item?.originalImageUrl ?? item?.photoUrl ?? null,
+    cleanedImageUrl:
+      item?.cleanedImageUrl ??
+      item?.photos?.cleanedUrl ??
+      item?.photos?.cleanedPhotoUrl ??
+      null,
+    image: normalizedImage,
+    brand: item?.brand ?? null,
+    category: item?.category ?? null,
+    subCategory: item?.subCategory ?? null,
+    type: item?.type ?? null,
+    style: item?.style ?? null,
+    fit: item?.fit ?? null,
+    size: item?.size ?? null,
+    status: item?.status ?? null,
+    colors: item?.displayColors ?? item?.colors ?? item?.aiColors ?? null,
+    colorLabel:
+      item?.displayColor ??
+      item?.colorLabel ??
+      item?.aiColorLabel ??
+      item?.primaryColor ??
+      null,
+    primaryColor: item?.primaryColor ?? item?.pixelColorHex ?? null,
+    lastWornDate: item?.lastWornDate ?? null,
+    stylingNote: item?.notes ?? null,
+    layerRole: item?.layerRole ?? null,
+    visualNormalization: item?.visualNormalization ?? null,
+    searchTokens: tokens,
+  };
+}
+
+function classifyItemsFromPieces(pieces: AuraLayoutItem[]): ClassifiedItems {
+  const grouped: ClassifiedItems = {
+    top: [],
+    outerwear: [],
+    bottom: [],
+    footwear: [],
+    onePiece: [],
+    accessories: [],
+    unknown: [],
+  };
+
+  for (const item of pieces) {
+    if (item.role === "top") grouped.top.push(item);
+    else if (item.role === "outerwear") grouped.outerwear.push(item);
+    else if (item.role === "bottom") grouped.bottom.push(item);
+    else if (item.role === "footwear") grouped.footwear.push(item);
+    else if (item.role === "one_piece") grouped.onePiece.push(item);
+    else if (item.role === "accessory") grouped.accessories.push(item);
+    else grouped.unknown.push(item);
+  }
+
+  return grouped;
+}
+
+function buildBoardPieces(
+  look: AuraLook,
+  itemsById?: Map<string, ClothingItem>,
+) {
+  return (look.pieces ?? []).map((piece, index) =>
+    toLayoutItem(piece, index, itemsById),
+  );
+}
+
+export function detectOutfitLayoutType(pieces: BoardPiece[]): OutfitLayoutType {
+  const classified = classifyItemsFromPieces(pieces);
+  const corePieces = pieces.filter(
+    (piece) => piece.role !== "accessory" && piece.role !== "unknown",
+  );
+  const top = classified.top[0] ?? null;
+  const bottom = classified.bottom[0] ?? null;
+  const onePiece = classified.onePiece[0] ?? null;
+
+  if (pieces.length === 1) return "single_item";
+  if (pieces.length > 0 && pieces.every((piece) => piece.role === "accessory"))
+    return "accessories_only";
+  if (onePiece) {
+    const sub = normalizedSubCategory(onePiece);
+    if (containsAny(sub, ["jumpsuit"])) return "jumpsuit";
+    if (containsAny(sub, ["set", "matching_set"])) return "coord_set";
+    if (containsAny(sub, ["abaya", "saree", "kurta_set", "kurta set"]))
+      return "abaya_saree";
+    return "dress_centered";
+  }
+  if (bottom && isShortBottom(bottom)) return "shorts_outfit";
+  if (
+    classified.outerwear.length > 0 &&
+    top &&
+    containsAny(normalizedSubCategory(top), ["hoodie", "sweater", "sweatshirt"])
+  ) {
+    return "layered_tops";
+  }
+  if (classified.outerwear.length > 0) return "classic_full";
+  if (corePieces.length <= 2) return "two_items";
+  if (classified.accessories.length >= 4) return "accessories_heavy";
+  return "no_jacket";
+}
+
+export function detectLayoutType(
+  _look: AuraLook,
+  items: ClassifiedItems,
+): AuraLayoutType {
+  return detectOutfitLayoutType([
+    ...items.outerwear,
+    ...items.top,
+    ...items.bottom,
+    ...items.footwear,
+    ...items.onePiece,
+    ...items.accessories,
+    ...items.unknown,
+  ]);
+}
+
+function slotKindForRole(role: AuraLayoutRole): AuraPlacedItem["slotKind"] {
+  if (role === "top" || role === "one_piece") return "top";
+  if (role === "outerwear") return "outerwear";
+  if (role === "bottom") return "bottom";
+  if (role === "footwear") return "footwear";
+  return "accessory";
+}
+
+function maxSizeForItem(item: AuraLayoutItem) {
+  if (item.role === "top") return { width: 44, height: 52 };
+  if (item.role === "outerwear") return { width: 40, height: 50 };
+  if (item.role === "bottom") return { width: 34, height: 62 };
+  if (item.role === "footwear") return { width: 30, height: 18 };
+  if (item.role === "one_piece") return { width: 40, height: 82 };
+  if (item.role === "accessory") {
+    if (isBeltAccessory(item)) return { width: 32, height: 8 };
+    if (isPerfumeAccessory(item)) return { width: 18, height: 20 };
+    if (isGlassesAccessory(item)) return { width: 24, height: 12 };
+    if (isHatAccessory(item)) return { width: 22, height: 18 };
+    if (isNecklaceAccessory(item)) return { width: 20, height: 12 };
+    return isBagAccessory(item)
+      ? { width: 28, height: 30 }
+      : { width: 24, height: 18 };
+  }
+  return { width: 92, height: 92 };
+}
+
+function zoneToPlacedItem(
+  item: AuraLayoutItem,
+  zone: ZoneSpec,
+): AuraPlacedItem {
+  const maxSize = maxSizeForItem(item);
+  const widthPct = Math.min(clamp(zone.width, 4, 92), maxSize.width);
+  const heightPct = Math.min(clamp(zone.height, 4, 92), maxSize.height);
+  const leftPct = clamp(zone.centerX - widthPct / 2, 2, 98 - widthPct);
+  const topPct = clamp(zone.centerY - heightPct / 2, 2, 98 - heightPct);
+
+  return {
+    key: item.key,
+    item,
+    slotKind: slotKindForRole(item.role),
+    slotName: zone.slotName,
+    leftPct: Number(leftPct.toFixed(2)),
+    topPct: Number(topPct.toFixed(2)),
+    widthPct: Number(widthPct.toFixed(2)),
+    heightPct: Number(heightPct.toFixed(2)),
+    zIndex: zone.zIndex,
+    shadowIntensity: zone.shadowIntensity ?? 0.8,
+    rotation: zone.rotation ?? 0,
+  };
+}
+
+function withZone(zone: ZoneSpec, overrides: Partial<ZoneSpec>): ZoneSpec {
+  return { ...zone, ...overrides };
+}
+
+function variantZone(zone: ZoneSpec, _variant: string): ZoneSpec {
+  return zone;
+}
+
+function addPlaced(
+  placedItems: AuraPlacedItem[],
+  item: AuraLayoutItem | null | undefined,
+  zone: ZoneSpec,
+  variant: string,
+) {
+  if (!item) return;
+  placedItems.push(zoneToPlacedItem(item, variantZone(zone, variant)));
+}
+
+function addAccessoryZones(
+  placedItems: AuraPlacedItem[],
+  items: ClassifiedItems,
+  variant: string,
+) {
+  const placedAccessoryKeys = new Set<string>();
+  const addUnique = (item: AuraLayoutItem | null, zone: ZoneSpec) => {
+    if (!item || placedAccessoryKeys.has(item.key)) return;
+    placedAccessoryKeys.add(item.key);
+    addPlaced(placedItems, item, zone, variant);
+  };
+  const chain = items.accessories.find(isNecklaceAccessory) ?? null;
+  const glasses = items.accessories.find(isGlassesAccessory) ?? null;
+  const hat = items.accessories.find(isHatAccessory) ?? null;
+  const belt = items.accessories.find(isBeltAccessory) ?? null;
+  const bag = items.accessories.find(isBagAccessory) ?? null;
+  const perfume = items.accessories.find(isPerfumeAccessory) ?? null;
+
+  addUnique(chain, TOP_LEFT_CHAIN);
+  addUnique(glasses, TOP_CENTER_GLASSES);
+  addUnique(hat, TOP_RIGHT_HAT);
+  addUnique(belt, BELT_ZONE);
+  addUnique(
+    bag,
+    bag && isBackpackAccessory(bag)
+      ? withZone(BAG_ZONE, { width: 28, height: 30 })
+      : BAG_ZONE,
+  );
+  addUnique(perfume, PERFUME_ZONE);
+}
+
+function orderedCoreItems(items: AuraLayoutItem[]) {
+  const priority: Record<AuraLayoutRole, number> = {
+    outerwear: 0,
+    top: 1,
+    bottom: 2,
+    footwear: 3,
+    one_piece: 1,
+    accessory: 4,
+    unknown: 5,
+  };
+  return [...items].sort((a, b) => priority[a.role] - priority[b.role]);
+}
+
+export function resolveOutfitLayout(
+  pieces: BoardPiece[],
+  layoutType: OutfitLayoutType,
+  variant: string,
+): PlacedBoardItem[] {
+  const items = classifyItemsFromPieces(pieces);
+  const placedItems: AuraPlacedItem[] = [];
+  const top = items.top[0] ?? null;
+  const secondTop = items.top[1] ?? null;
+  const outerwear = items.outerwear[0] ?? null;
+  const bottom = items.bottom[0] ?? null;
+  const footwear = items.footwear[0] ?? null;
+  const onePiece = items.onePiece[0] ?? null;
+  const bottomZone = isShortBottom(bottom)
+    ? BOTTOM_CENTER_SHORT
+    : BOTTOM_CENTER;
+
+  if (layoutType === "classic_full") {
+    if (outerwear && top) {
+      addPlaced(placedItems, top, LAYERED_SIDE_BY_SIDE.shirt, variant);
+      addPlaced(placedItems, outerwear, LAYERED_SIDE_BY_SIDE.jacket, variant);
+    } else if (outerwear) {
+      addPlaced(placedItems, outerwear, RIGHT_OUTERWEAR, variant);
+    } else {
+      addPlaced(placedItems, top, LEFT_TOP, variant);
+    }
+    addPlaced(placedItems, bottom, bottomZone, variant);
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "no_jacket") {
+    addPlaced(
+      placedItems,
+      top,
+      withZone(LEFT_TOP, {
+        centerX: 30,
+        centerY: 32,
+        width: 50,
+        height: 60,
+        slotName: "left-top-alone",
+      }),
+      variant,
+    );
+    addPlaced(
+      placedItems,
+      bottom,
+      withZone(BOTTOM_CENTER, {
+        centerX: 70,
+        centerY: 60,
+        width: 50,
+        height: 70,
+        slotName: "bottom-no-jacket",
+      }),
+      variant,
+    );
+    /*addPlaced(placedItems, bottom, BOTTOM_CENTER, variant);*/
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "shorts_outfit") {
+    addPlaced(placedItems, top, LEFT_TOP, variant);
+    addPlaced(placedItems, bottom, BOTTOM_CENTER_SHORT, variant);
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "layered_tops") {
+    addPlaced(placedItems, outerwear, TOP_LEFT_STACKED.jacket, variant);
+    addPlaced(placedItems, top, TOP_LEFT_STACKED.hoodie, variant);
+    addPlaced(placedItems, secondTop, TOP_LEFT_STACKED.tee, variant);
+    addPlaced(placedItems, bottom, BOTTOM_CENTER, variant);
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "dress_centered") {
+    addPlaced(placedItems, onePiece, CENTER_TALL, variant);
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "jumpsuit") {
+    addPlaced(
+      placedItems,
+      onePiece,
+      withZone(CENTER_TALL, { width: 36, slotName: "jumpsuit" }),
+      variant,
+    );
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "coord_set") {
+    addPlaced(
+      placedItems,
+      top ?? onePiece,
+      withZone(LEFT_TOP, {
+        centerX: 24,
+        centerY: 30,
+        width: 38,
+        height: 40,
+        slotName: "coord-top",
+      }),
+      variant,
+    );
+    addPlaced(placedItems, bottom, BOTTOM_CENTER, variant);
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "abaya_saree") {
+    addPlaced(
+      placedItems,
+      onePiece,
+      {
+        centerX: 44,
+        centerY: 46,
+        width: 40,
+        height: 82,
+        zIndex: 20,
+        slotName: "abaya-saree",
+        shadowIntensity: 0.96,
+      },
+      variant,
+    );
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "two_items") {
+    const ordered = orderedCoreItems([
+      ...items.outerwear,
+      ...items.top,
+      ...items.bottom,
+      ...items.footwear,
+      ...items.accessories,
+      ...items.unknown,
+    ]);
+    addPlaced(
+      placedItems,
+      ordered[0],
+      {
+        centerX: 26,
+        centerY: 35,
+        width: 44,
+        height: 56,
+        zIndex: 20,
+        slotName: "two-primary",
+        shadowIntensity: 0.9,
+        rotation: -0.8,
+      },
+      variant,
+    );
+    addPlaced(
+      placedItems,
+      ordered[1],
+      {
+        centerX: 72,
+        centerY: 50,
+        width: 36,
+        height: 70,
+        zIndex: 22,
+        slotName: "two-secondary",
+        shadowIntensity: 0.88,
+        rotation: 1,
+      },
+      variant,
+    );
+  } else if (layoutType === "single_item") {
+    addPlaced(placedItems, pieces[0], CENTER_WIDE, variant);
+  } else if (layoutType === "accessories_heavy") {
+    if (outerwear && top) {
+      addPlaced(placedItems, top, LAYERED_SIDE_BY_SIDE.shirt, variant);
+      addPlaced(placedItems, outerwear, LAYERED_SIDE_BY_SIDE.jacket, variant);
+    } else if (outerwear) {
+      addPlaced(placedItems, outerwear, RIGHT_OUTERWEAR, variant);
+    } else {
+      addPlaced(placedItems, top, LEFT_TOP, variant);
+    }
+    addPlaced(placedItems, bottom, BOTTOM_CENTER, variant);
+    addPlaced(placedItems, footwear, BOTTOM_LEFT_SHOES, variant);
+    addAccessoryZones(placedItems, items, variant);
+  } else if (layoutType === "accessories_only") {
+    pieces
+      .slice(0, 4)
+      .forEach((piece, index) =>
+        addPlaced(placedItems, piece, ACCESSORY_ONLY_GRID[index], variant),
+      );
+  }
+
+  const placedKeys = new Set(placedItems.map((entry) => entry.item.key));
+  const fallbackZones = [
+    {
+      centerX: 50,
+      centerY: 46,
+      width: 36,
+      height: 48,
+      zIndex: 25,
+      slotName: "fallback-center",
+    },
+    {
+      centerX: 28,
+      centerY: 70,
+      width: 30,
+      height: 34,
+      zIndex: 26,
+      slotName: "fallback-left",
+    },
+    {
+      centerX: 74,
+      centerY: 70,
+      width: 30,
+      height: 34,
+      zIndex: 27,
+      slotName: "fallback-right",
+    },
+  ] satisfies ZoneSpec[];
+  pieces
+    .filter((piece) => !placedKeys.has(piece.key) && !isSmallAccessory(piece))
+    .forEach((piece, index) => {
+      addPlaced(
+        placedItems,
+        piece,
+        fallbackZones[index % fallbackZones.length],
+        variant,
+      );
+    });
+
+  return placedItems.sort((a, b) => a.zIndex - b.zIndex);
+}
+
+export function buildRenderPlan(
+  look: AuraLook,
+  itemsById?: Map<string, ClothingItem>,
+  options?: { variant?: AuraLayoutVariant },
+): AuraRenderPlan {
+  const variant = options?.variant ?? "chat";
+  const pieces = buildBoardPieces(look, itemsById);
+  const layoutType = detectOutfitLayoutType(pieces);
+  const placedItems = resolveOutfitLayout(pieces, layoutType, variant);
+  const placedKeys = new Set(placedItems.map((entry) => entry.item.key));
+  const smallAccessories = pieces.filter(
+    (piece) => isSmallAccessory(piece) && !placedKeys.has(piece.key),
+  );
+  const stripItems = smallAccessories.slice(0, 4);
+  const hiddenStripItems =
+    layoutType === "accessories_only"
+      ? pieces.slice(4)
+      : smallAccessories.slice(4);
+  const overflowItems = pieces.filter(
+    (piece) =>
+      !placedKeys.has(piece.key) &&
+      !stripItems.some((stripItem) => stripItem.key === piece.key) &&
+      !hiddenStripItems.some((hiddenItem) => hiddenItem.key === piece.key),
+  );
+
+  const finalPlan: AuraRenderPlan = {
+    layoutType,
+    variant,
+    placedItems,
+    stripItems,
+    hiddenStripItems,
+    overflowItems,
+  };
+
+  if (DEBUG_AURA_LAYOUT) {
+    console.log("[AURA_LAYOUT]", "render plan", {
+      layoutType,
+      variant,
+      placedItems: finalPlan.placedItems.map((item) => ({
+        role: item.item.role,
+        itemName: item.item.itemName,
+        x: item.leftPct,
+        y: item.topPct,
+        width: item.widthPct,
+        height: item.heightPct,
+      })),
+      stripCount: finalPlan.stripItems.length,
+      hiddenStripCount: finalPlan.hiddenStripItems.length,
+      overflowCount: finalPlan.overflowItems.length,
+    });
+  }
+
+  return finalPlan;
+}
diff --git a/src/lib/profileLooks.ts b/src/lib/profileLooks.ts
new file mode 100644
index 0000000..184cf94
--- /dev/null
+++ b/src/lib/profileLooks.ts
@@ -0,0 +1,244 @@
+import {
+  collection,
+  deleteDoc,
+  doc,
+  limit,
+  onSnapshot,
+  orderBy,
+  query,
+  setDoc,
+  type Unsubscribe,
+} from "firebase/firestore";
+
+import {
+  buildStableAuraLookId,
+  cleanAuraString,
+  type AuraLookSnapshot,
+} from "@/src/lib/auraLookDocument";
+import { saveAuraFavoriteOutfit } from "@/src/lib/auraLooks";
+import { saveAuraOutfitFeedback, type OutfitFeedbackType } from "@/src/lib/auraOutfitFeedback";
+import { db } from "@/src/lib/firebase";
+import type { AuraLook } from "@/src/types/aura";
+
+export type ProfileLookKind = "liked" | "disliked" | "favourite";
+
+export type ProfileLookRecord = {
+  id: string;
+  collection: "savedLooks" | "savedOutfits" | "outfitFeedback";
+  kind: ProfileLookKind;
+  look: AuraLook;
+  title: string;
+  createdAt: number;
+  updatedAt: number;
+  itemIds: string[];
+  isFavourite?: boolean;
+};
+
+function userCollection(uid: string, collectionName: ProfileLookRecord["collection"]) {
+  return collection(db, "users", uid, collectionName);
+}
+
+function normalizeTimestamp(value: unknown) {
+  if (typeof value === "number") return value;
+  if (value && typeof value === "object" && "toMillis" in value && typeof value.toMillis === "function") {
+    return value.toMillis();
+  }
+  return Date.now();
+}
+
+function snapshotToLook(snapshot: AuraLookSnapshot): AuraLook {
+  return {
+    lookTitle: cleanAuraString(snapshot.lookTitle) || "AURA look",
+    vibe: cleanAuraString(snapshot.vibe),
+    shortExplanation: cleanAuraString(snapshot.shortExplanation),
+    stylingNote: cleanAuraString(snapshot.stylingNote),
+    personalizationLabel: cleanAuraString(snapshot.personalizationLabel),
+    personalizationNote: cleanAuraString(snapshot.personalizationNote),
+    pieces: (snapshot.pieces ?? []).map((piece) => ({
+      role: piece.role,
+      itemName: cleanAuraString(piece.itemName),
+      source: piece.source === "suggested" ? "suggested" : "closet",
+      itemId: cleanAuraString(piece.itemId) || null,
+      imageUrl: cleanAuraString(piece.imageUrl) || null,
+    })),
+    fromCloset: (snapshot.fromCloset ?? []).map(cleanAuraString).filter(Boolean),
+    addToComplete: (snapshot.addToComplete ?? []).map(cleanAuraString).filter(Boolean),
+    alternates: (snapshot.alternates ?? []).map(cleanAuraString).filter(Boolean),
+    actions: ["saveLook", "planForToday", "likeLook", "notMyVibe"],
+  };
+}
+
+function getLookFromData(data: Record<string, unknown>): AuraLook | null {
+  const directLook = data.look;
+  if (directLook && typeof directLook === "object" && Array.isArray((directLook as AuraLook).pieces)) {
+    const look = directLook as AuraLook;
+    return {
+      ...look,
+      actions: Array.isArray(look.actions) && look.actions.length ? look.actions : ["saveLook", "planForToday"],
+    };
+  }
+  const snapshot = data.outfitSnapshot;
+  if (snapshot && typeof snapshot === "object" && Array.isArray((snapshot as AuraLookSnapshot).pieces)) {
+    return snapshotToLook(snapshot as AuraLookSnapshot);
+  }
+  return null;
+}
+
+function normalizeItemIds(data: Record<string, unknown>, look: AuraLook) {
+  if (Array.isArray(data.itemIds)) {
+    return data.itemIds.map(cleanAuraString).filter(Boolean);
+  }
+  return Array.from(
+    new Set((look.pieces ?? []).map((piece) => cleanAuraString(piece.itemId)).filter(Boolean)),
+  );
+}
+
+function toProfileLook(
+  id: string,
+  collectionName: ProfileLookRecord["collection"],
+  kind: ProfileLookKind,
+  data: Record<string, unknown>,
+): ProfileLookRecord | null {
+  const look = getLookFromData(data);
+  if (!look) return null;
+  const title = cleanAuraString(data.title) || cleanAuraString(look.lookTitle) || "AURA look";
+  return {
+    id,
+    collection: collectionName,
+    kind,
+    look,
+    title,
+    createdAt: normalizeTimestamp(data.createdAt),
+    updatedAt: normalizeTimestamp(data.updatedAt),
+    itemIds: normalizeItemIds(data, look),
+  };
+}
+
+function mergeByStableLookId(records: ProfileLookRecord[]) {
+  const merged = new Map<string, ProfileLookRecord>();
+  records.forEach((record) => {
+    const key = buildStableAuraLookId("look", record.look);
+    const current = merged.get(key);
+    if (!current || record.createdAt > current.createdAt) {
+      merged.set(key, record);
+    }
+  });
+  return Array.from(merged.values()).sort((a, b) => b.createdAt - a.createdAt);
+}
+
+export function subscribeProfileFeedbackLooks(
+  uid: string,
+  feedbackType: Extract<OutfitFeedbackType, "outfit_liked" | "outfit_disliked">,
+  onNext: (records: ProfileLookRecord[]) => void,
+  onError: (error: Error) => void,
+): Unsubscribe {
+  const kind: ProfileLookKind = feedbackType === "outfit_liked" ? "liked" : "disliked";
+  const q = query(userCollection(uid, "outfitFeedback"), orderBy("createdAt", "desc"), limit(100));
+  return onSnapshot(
+    q,
+    (snap) => {
+      onNext(
+        snap.docs
+          .filter((entry) => entry.data().feedbackType === feedbackType)
+          .map((entry) => toProfileLook(entry.id, "outfitFeedback", kind, entry.data() as Record<string, unknown>))
+          .filter((entry): entry is ProfileLookRecord => Boolean(entry))
+          .slice(0, 50),
+      );
+    },
+    onError,
+  );
+}
+
+export function subscribeFavouriteLooks(
+  uid: string,
+  onNext: (records: ProfileLookRecord[]) => void,
+  onError: (error: Error) => void,
+): Unsubscribe {
+  const handleSnap = (
+    collectionName: "savedLooks" | "savedOutfits",
+    setter: (records: ProfileLookRecord[]) => void,
+  ) =>
+    onSnapshot(
+      query(userCollection(uid, collectionName), orderBy("createdAt", "desc"), limit(50)),
+      (snap) => {
+        setter(
+          snap.docs
+            .map((entry) => toProfileLook(entry.id, collectionName, "favourite", entry.data() as Record<string, unknown>))
+            .filter((entry): entry is ProfileLookRecord => Boolean(entry)),
+        );
+      },
+      onError,
+    );
+
+  let savedLooks: ProfileLookRecord[] = [];
+  let savedOutfits: ProfileLookRecord[] = [];
+  const emit = () => onNext(mergeByStableLookId([...savedLooks, ...savedOutfits]));
+
+  const unsubSavedLooks = handleSnap("savedLooks", (records) => {
+    savedLooks = records;
+    emit();
+  });
+  const unsubSavedOutfits = handleSnap("savedOutfits", (records) => {
+    savedOutfits = records;
+    emit();
+  });
+
+  return () => {
+    unsubSavedLooks();
+    unsubSavedOutfits();
+  };
+}
+
+export async function removeProfileLook(uid: string, record: ProfileLookRecord) {
+  await deleteDoc(doc(db, "users", uid, record.collection, record.id));
+}
+
+export async function removeProfileLooks(uid: string, records: ProfileLookRecord[]) {
+  await Promise.all(records.map((record) => removeProfileLook(uid, record)));
+}
+
+export async function favouriteProfileLooks(uid: string, records: ProfileLookRecord[]) {
+  await Promise.all(
+    records.map((record) =>
+      saveAuraFavoriteOutfit(uid, record.look, {
+        source: record.collection === "outfitFeedback" ? "aura" : "aura_swipe",
+        title: record.title,
+      }),
+    ),
+  );
+}
+
+export async function dislikeProfileLooks(uid: string, records: ProfileLookRecord[]) {
+  await Promise.all(
+    records.map((record) =>
+      saveAuraOutfitFeedback(uid, {
+        feedbackType: "outfit_disliked",
+        look: record.look,
+        source: record.collection === "outfitFeedback" ? "aura" : "aura_swipe",
+      }),
+    ),
+  );
+}
+
+export async function likeProfileLooks(uid: string, records: ProfileLookRecord[]) {
+  await Promise.all(
+    records.map((record) =>
+      saveAuraOutfitFeedback(uid, {
+        feedbackType: "outfit_liked",
+        look: record.look,
+        source: record.collection === "outfitFeedback" ? "aura" : "aura_swipe",
+      }),
+    ),
+  );
+}
+
+export async function markFeedbackLookLiked(uid: string, record: ProfileLookRecord) {
+  await setDoc(
+    doc(db, "users", uid, "outfitFeedback", record.id),
+    {
+      feedbackType: "outfit_liked",
+      updatedAt: Date.now(),
+    },
+    { merge: true },
+  );
+}
diff --git a/src/lib/renderProfiles.ts b/src/lib/renderProfiles.ts
index f08d414..70d40f6 100644
--- a/src/lib/renderProfiles.ts
+++ b/src/lib/renderProfiles.ts
@@ -177,12 +177,12 @@ const PROFILES: Record<string, RenderProfile> = {
   sneaker: {
     slotType: "footwear",
     anchor: "foot",
-    defaultScale: 0.98,
+    defaultScale: 1.04,
     defaultTranslateY: 3,
     slotFillBias: "balanced",
     overlapPriority: 1,
-    minScale: 0.82,
-    maxScale: 1.06,
+    minScale: 0.9,
+    maxScale: 1.12,
   },
   boot: {
     slotType: "footwear",
@@ -217,27 +217,27 @@ const PROFILES: Record<string, RenderProfile> = {
   watch: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 0.98,
+    defaultScale: 1.16,
     defaultTranslateY: 0,
     slotFillBias: "balanced",
     overlapPriority: 0,
-    minScale: 0.84,
-    maxScale: 1.08,
+    minScale: 0.96,
+    maxScale: 1.24,
   },
   glasses: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 0.96,
+    defaultScale: 1.08,
     defaultTranslateY: 0,
     slotFillBias: "balanced",
     overlapPriority: 0,
-    minScale: 0.82,
-    maxScale: 1.04,
+    minScale: 0.92,
+    maxScale: 1.14,
   },
   bag: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 1.06,
+    defaultScale: 1.14,
     defaultTranslateY: 0,
     slotFillBias: "loose",
     overlapPriority: 0,
@@ -247,7 +247,7 @@ const PROFILES: Record<string, RenderProfile> = {
   handbag: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 1.08,
+    defaultScale: 1.16,
     defaultTranslateY: 0,
     slotFillBias: "loose",
     overlapPriority: 0,
@@ -257,7 +257,7 @@ const PROFILES: Record<string, RenderProfile> = {
   perfume: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 0.94,
+    defaultScale: 1.04,
     defaultTranslateY: 0,
     slotFillBias: "tight",
     overlapPriority: 0,
@@ -267,7 +267,7 @@ const PROFILES: Record<string, RenderProfile> = {
   chain: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 1,
+    defaultScale: 1.08,
     defaultTranslateY: 0,
     slotFillBias: "loose",
     overlapPriority: 0,
@@ -277,7 +277,7 @@ const PROFILES: Record<string, RenderProfile> = {
   necklace: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 1,
+    defaultScale: 1.08,
     defaultTranslateY: 0,
     slotFillBias: "loose",
     overlapPriority: 0,
@@ -287,7 +287,7 @@ const PROFILES: Record<string, RenderProfile> = {
   bracelet: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 0.94,
+    defaultScale: 1.04,
     defaultTranslateY: 0,
     slotFillBias: "balanced",
     overlapPriority: 0,
@@ -297,7 +297,7 @@ const PROFILES: Record<string, RenderProfile> = {
   cap: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 1,
+    defaultScale: 1.08,
     defaultTranslateY: 0,
     slotFillBias: "balanced",
     overlapPriority: 0,
@@ -307,7 +307,7 @@ const PROFILES: Record<string, RenderProfile> = {
   headwear: {
     slotType: "accessory",
     anchor: "center",
-    defaultScale: 1,
+    defaultScale: 1.08,
     defaultTranslateY: 0,
     slotFillBias: "balanced",
     overlapPriority: 0,
diff --git a/src/lib/security.ts b/src/lib/security.ts
new file mode 100644
index 0000000..26e87e3
--- /dev/null
+++ b/src/lib/security.ts
@@ -0,0 +1,10 @@
+import { Platform } from "react-native";
+
+export async function logDeviceSecurityContext() {
+  if (__DEV__) return;
+
+  console.log("[Security] Platform:", Platform.OS);
+  console.log("[Security] Version:", Platform.Version);
+  // In production, send to your analytics/monitoring.
+  // Do not block the app for jailbroken devices during testing phase.
+}
diff --git a/src/lib/storage.ts b/src/lib/storage.ts
new file mode 100644
index 0000000..4478813
--- /dev/null
+++ b/src/lib/storage.ts
@@ -0,0 +1,33 @@
+import { createMMKV } from "react-native-mmkv";
+
+export const storage = createMMKV({
+  id: "aura-storage",
+});
+
+export const Storage = {
+  getItem: (key: string) => {
+    const value = storage.getString(key);
+    return Promise.resolve(value ?? null);
+  },
+  setItem: (key: string, value: string) => {
+    storage.set(key, value);
+    return Promise.resolve();
+  },
+  removeItem: (key: string) => {
+    storage.remove(key);
+    return Promise.resolve();
+  },
+  clearUserScopedData: (uid: string) => {
+    const prefix = `aura:${uid}:`;
+    storage.getAllKeys().forEach((key) => {
+      if (key.startsWith(prefix)) storage.remove(key);
+    });
+    return Promise.resolve();
+  },
+  getAllKeys: () => {
+    return Promise.resolve(storage.getAllKeys());
+  },
+  multiGet: (keys: string[]) => {
+    return Promise.resolve(keys.map((key) => [key, storage.getString(key) ?? null]));
+  },
+};
diff --git a/src/lib/userProfile.ts b/src/lib/userProfile.ts
index e1c2717..2bbce06 100644
--- a/src/lib/userProfile.ts
+++ b/src/lib/userProfile.ts
@@ -6,6 +6,7 @@ import type { UserProfilePreferences } from "../types/UserProfilePreferences";
 
 export type UserAccountProfile = {
   name: string | null;
+  photoURL?: string | null;
 };
 
 export const EMPTY_USER_PROFILE_PREFERENCES: UserProfilePreferences = {
@@ -49,6 +50,7 @@ export const EMPTY_USER_PROFILE_PREFERENCES: UserProfilePreferences = {
 
 export const EMPTY_USER_ACCOUNT_PROFILE: UserAccountProfile = {
   name: null,
+  photoURL: null,
 };
 
 function cleanString(value: unknown) {
@@ -258,6 +260,7 @@ export function normalizeUserAccountProfile(value: unknown): UserAccountProfile
   const root = readRecord(value);
   return {
     name: cleanString(root.name),
+    photoURL: cleanString(root.photoURL),
   };
 }
 
diff --git a/src/profile/screens.tsx b/src/profile/screens.tsx
index 8821fd2..5787ef4 100644
--- a/src/profile/screens.tsx
+++ b/src/profile/screens.tsx
@@ -1,12 +1,19 @@
 import { router } from "expo-router";
-import { signOut } from "firebase/auth";
+import * as Clipboard from "expo-clipboard";
+import Constants from "expo-constants";
+import * as ImagePicker from "expo-image-picker";
+import { deleteUser, sendEmailVerification, sendPasswordResetEmail, signOut, updateProfile } from "firebase/auth";
+import { collection, doc, getDoc, getDocs, limit, orderBy, query } from "firebase/firestore";
+import { getDownloadURL, ref, uploadBytes } from "firebase/storage";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import {
   ActivityIndicator,
   Alert,
+  Image,
   Modal,
   Pressable,
   ScrollView,
+  Share,
   Text,
   TextInput,
   View,
@@ -16,7 +23,11 @@ import { Pill } from "@/src/addItem/ui/Pill";
 import { SafeScreen } from "@/src/components/SafeScreen";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
-import { auth } from "@/src/lib/firebase";
+import { auth, db, storage } from "@/src/lib/firebase";
+import { signOutGoogle } from "@/src/auth/googleAuth";
+import { Storage } from "@/src/lib/storage";
+import { clearAssistantMemory, buildCompactMemorySummary, loadAssistantProfile, loadBehaviorProfile } from "@/src/lib/assistantMemory";
+import { loadStyleProfile, loadLearnedStyleMemory, saveLearnedStyleMemory, saveStyleProfile } from "@/src/lib/auraMemory";
 import {
   EMPTY_USER_ACCOUNT_PROFILE,
   EMPTY_USER_PROFILE_PREFERENCES,
@@ -27,6 +38,7 @@ import {
 } from "@/src/lib/userProfile";
 import type { UserAccountProfile } from "@/src/lib/userProfile";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
+import { emptyLearnedStyleMemory, emptyStyleProfile, type StyleProfile } from "@/shared/auraMemory";
 
 const BODY_FIELDS: { key: keyof UserProfilePreferences["body"]; label: string }[] = [
   { key: "height", label: "Height" },
@@ -98,6 +110,18 @@ function parseInputNumber(value: string) {
   return Number.isFinite(parsed) ? parsed : null;
 }
 
+function firstSupportedPreferredFit(
+  values: string[]
+): UserProfilePreferences["preferredFit"] {
+  const next = values.find((value) =>
+    value === "slim" ||
+    value === "regular" ||
+    value === "relaxed" ||
+    value === "oversized"
+  );
+  return (next as UserProfilePreferences["preferredFit"]) ?? null;
+}
+
 export function useProfilePreferencesState() {
   const { user } = useAuth();
   const [loading, setLoading] = useState(true);
@@ -362,14 +386,270 @@ export function ProfileSectionScreen({
   );
 }
 
+function providerName(providerId: string) {
+  if (providerId === "password") return "Email & Password";
+  if (providerId === "google.com") return "Google";
+  if (providerId === "apple.com") return "Apple";
+  return providerId;
+}
+
+function getAccountInitials(name: string, email?: string | null) {
+  const source = name.trim() || email?.split("@")[0] || "AURA";
+  const parts = source.split(/\s+/).filter(Boolean);
+  const first = parts[0]?.[0] ?? "A";
+  const second = parts.length > 1 ? parts[parts.length - 1]?.[0] : parts[0]?.[1];
+  return `${first}${second ?? ""}`.toUpperCase();
+}
+
+function appVersionLabel() {
+  const version = Constants.expoConfig?.version ?? Constants.manifest2?.extra?.expoClient?.version ?? "Unknown";
+  const build =
+    Constants.expoConfig?.ios?.buildNumber ??
+    Constants.expoConfig?.android?.versionCode ??
+    Constants.nativeBuildVersion ??
+    null;
+  return build ? `${version} (${build})` : String(version);
+}
+
+function cleanExportValue(value: unknown): unknown {
+  if (value == null) return value;
+  if (typeof value === "number" || typeof value === "string" || typeof value === "boolean") return value;
+  if (Array.isArray(value)) return value.map(cleanExportValue);
+  if (typeof value === "object") {
+    if ("toMillis" in value && typeof value.toMillis === "function") return value.toMillis();
+    const entries = Object.entries(value as Record<string, unknown>)
+      .filter(([key]) => !/image|photo|url|embedding/i.test(key))
+      .map(([key, entry]) => [key, cleanExportValue(entry)]);
+    return Object.fromEntries(entries);
+  }
+  return String(value);
+}
+
+function summarizeClosetItem(data: Record<string, unknown>, id: string) {
+  return {
+    id,
+    name: data.name ?? null,
+    brand: data.brand ?? null,
+    category: data.category ?? null,
+    subCategory: data.subCategory ?? null,
+    colors: data.colors ?? data.displayColors ?? [],
+    status: data.status ?? null,
+    wearCountSinceWash: data.wearCountSinceWash ?? 0,
+    createdAt: cleanExportValue(data.createdAt),
+    lastWornDate: cleanExportValue(data.lastWornDate),
+  };
+}
+
+async function readCollectionSummary(uid: string, collectionName: string, max = 100) {
+  const snap = await getDocs(query(collection(db, "users", uid, collectionName), limit(max)));
+  return snap.docs.map((entry) => ({
+    id: entry.id,
+    ...(cleanExportValue(entry.data()) as Record<string, unknown>),
+  }));
+}
+
+async function buildAccountExport(uid: string, profilePreferences: UserProfilePreferences, accountProfile: UserAccountProfile) {
+  const [userSnap, itemsSnap, savedLooks, savedOutfits, feedbackLooks, assistantMain, assistantBehavior, learnedStyle] =
+    await Promise.all([
+      getDoc(doc(db, "users", uid)),
+      getDocs(query(collection(db, "users", uid, "items"), orderBy("createdAt", "desc"), limit(250))),
+      readCollectionSummary(uid, "savedLooks", 100),
+      readCollectionSummary(uid, "savedOutfits", 100),
+      readCollectionSummary(uid, "outfitFeedback", 100),
+      loadAssistantProfile(uid),
+      loadBehaviorProfile(uid),
+      loadLearnedStyleMemory(uid),
+    ]);
+
+  return {
+    exportedAt: new Date().toISOString(),
+    account: {
+      uid,
+      name: accountProfile.name,
+      email: auth.currentUser?.email ?? null,
+      emailVerified: auth.currentUser?.emailVerified ?? false,
+      memberSince: auth.currentUser?.metadata?.creationTime ?? null,
+      profileUpdatedAt: cleanExportValue(userSnap.data()?.profileUpdatedAt),
+    },
+    profilePreferences,
+    closetItems: itemsSnap.docs.map((entry) => summarizeClosetItem(entry.data(), entry.id)),
+    savedLooks: {
+      savedLooks,
+      savedOutfits,
+      outfitFeedback: feedbackLooks,
+    },
+    auraMemory: {
+      summary: buildCompactMemorySummary(assistantMain, assistantBehavior),
+      assistantProfile: assistantMain,
+      learnedStyle,
+    },
+  };
+}
+
+async function blobFromUri(uri: string): Promise<Blob> {
+  return new Promise((resolve, reject) => {
+    const xhr = new XMLHttpRequest();
+    xhr.onerror = () => reject(new Error("Unable to read selected image."));
+    xhr.onload = () => resolve(xhr.response as Blob);
+    xhr.responseType = "blob";
+    xhr.open("GET", uri, true);
+    xhr.send(null);
+  });
+}
+
+async function uploadAccountPhoto(uid: string, uri: string) {
+  const blob = await blobFromUri(uri);
+  const fileRef = ref(storage, `users/${uid}/profile/avatar.jpg`);
+  await uploadBytes(fileRef, blob, { contentType: "image/jpeg" });
+  return getDownloadURL(fileRef);
+}
+
+function AccountSection({ title, children }: { title: string; children: React.ReactNode }) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={{ gap: 10 }}>
+      <Text style={{ color: colors.iridescentStart, fontSize: 12, fontWeight: "900" }}>{title}</Text>
+      <View
+        style={{
+          backgroundColor: colors.surface,
+          borderRadius: 18,
+          borderWidth: 1,
+          borderColor: colors.border,
+          padding: 16,
+          gap: 14,
+        }}
+      >
+        {children}
+      </View>
+    </View>
+  );
+}
+
+function AccountActionRow({
+  title,
+  subtitle,
+  onPress,
+  disabled,
+  danger,
+}: {
+  title: string;
+  subtitle?: string;
+  onPress: () => void;
+  disabled?: boolean;
+  danger?: boolean;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      disabled={disabled}
+      style={{
+        minHeight: 50,
+        borderRadius: 14,
+        borderWidth: 1,
+        borderColor: danger ? "rgba(241,153,153,0.34)" : colors.border,
+        backgroundColor: danger ? "rgba(241,153,153,0.08)" : colors.background,
+        paddingHorizontal: 14,
+        paddingVertical: 12,
+        opacity: disabled ? 0.55 : 1,
+        gap: 4,
+      }}
+    >
+      <Text style={{ color: danger ? colors.danger : colors.text, fontWeight: "800" }}>{title}</Text>
+      {subtitle ? <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>{subtitle}</Text> : null}
+    </Pressable>
+  );
+}
+
 export function AccountScreen() {
-  const { user, loading: profileLoading, saving, accountProfile, setAccountProfile, save } = useAccountProfileState();
+  const { user, loading: profileLoading, accountProfile, setAccountProfile } = useAccountProfileState();
+  const { profile, loading: preferencesLoading } = useProfilePreferencesState();
   const { colors } = useAppTheme();
   const [loggingOut, setLoggingOut] = useState(false);
+  const [savingAccount, setSavingAccount] = useState(false);
+  const [workingAction, setWorkingAction] = useState<string | null>(null);
+  const [showAdvanced, setShowAdvanced] = useState(false);
+  const [savedSnapshot, setSavedSnapshot] = useState<UserAccountProfile>(EMPTY_USER_ACCOUNT_PROFILE);
+  const [snapshotHydrated, setSnapshotHydrated] = useState(false);
+  const providerIds = user?.providerData?.map((provider) => provider.providerId).filter(Boolean) ?? [];
+  const isPasswordUser = providerIds.includes("password");
+  const displayName = accountProfile.name ?? user?.displayName ?? user?.email?.split("@")[0] ?? "AURA member";
+  const photoURL = accountProfile.photoURL ?? user?.photoURL ?? null;
+  const accountChanged =
+    (accountProfile.name ?? "") !== (savedSnapshot.name ?? "") ||
+    (accountProfile.photoURL ?? "") !== (savedSnapshot.photoURL ?? "");
+
+  useEffect(() => {
+    if (!profileLoading && !snapshotHydrated) {
+      setSavedSnapshot(accountProfile);
+      setSnapshotHydrated(true);
+    }
+  }, [accountProfile, profileLoading, snapshotHydrated]);
+
+  const runAction = useCallback(async (label: string, action: () => Promise<void>) => {
+    try {
+      setWorkingAction(label);
+      await action();
+    } catch (error: any) {
+      Alert.alert(label, error?.message ?? "Unable to complete this action.");
+    } finally {
+      setWorkingAction(null);
+    }
+  }, []);
+
+  const saveAccount = useCallback(async () => {
+    if (!user?.uid || savingAccount || !accountChanged) return;
+    try {
+      setSavingAccount(true);
+      await saveUserAccountProfile(user.uid, accountProfile);
+      if (auth.currentUser) {
+        await updateProfile(auth.currentUser, {
+          displayName: accountProfile.name ?? undefined,
+          photoURL: accountProfile.photoURL ?? undefined,
+        });
+      }
+      setSavedSnapshot(accountProfile);
+      Alert.alert("Saved", "Account updated.");
+    } catch (error: any) {
+      Alert.alert("Save failed", error?.message ?? "Unable to save account.");
+    } finally {
+      setSavingAccount(false);
+    }
+  }, [accountChanged, accountProfile, savingAccount, user?.uid]);
+
+  const pickProfilePhoto = useCallback(async () => {
+    if (!user?.uid) {
+      Alert.alert("Account", "Please sign in first.");
+      return;
+    }
+    await runAction("Profile photo", async () => {
+      const permission = await ImagePicker.requestMediaLibraryPermissionsAsync();
+      if (!permission.granted) {
+        Alert.alert("Profile photo", "Please allow photo access to choose an avatar.");
+        return;
+      }
+      const result = await ImagePicker.launchImageLibraryAsync({
+        mediaTypes: ImagePicker.MediaTypeOptions.Images,
+        allowsEditing: true,
+        aspect: [1, 1],
+        quality: 0.82,
+      });
+      if (result.canceled || !result.assets[0]?.uri) return;
+      const nextPhotoURL = await uploadAccountPhoto(user.uid, result.assets[0].uri);
+      setAccountProfile((prev) => ({ ...prev, photoURL: nextPhotoURL }));
+      await saveUserAccountProfile(user.uid, { ...accountProfile, photoURL: nextPhotoURL });
+      if (auth.currentUser) await updateProfile(auth.currentUser, { photoURL: nextPhotoURL });
+      setSavedSnapshot((prev) => ({ ...prev, photoURL: nextPhotoURL }));
+      Alert.alert("Profile photo", "Avatar updated.");
+    });
+  }, [accountProfile, runAction, setAccountProfile, user?.uid]);
 
   const onLogout = useCallback(async () => {
+    const uid = auth.currentUser?.uid ?? user?.uid ?? null;
     try {
       setLoggingOut(true);
+      await signOutGoogle();
+      if (uid) await Storage.clearUserScopedData(uid);
       await signOut(auth);
       router.replace("/(auth)/login");
     } catch (err: any) {
@@ -377,31 +657,303 @@ export function AccountScreen() {
     } finally {
       setLoggingOut(false);
     }
+  }, [user?.uid]);
+
+  const confirmLogout = useCallback(() => {
+    Alert.alert("Log out?", "You can sign back in any time.", [
+      { text: "Cancel", style: "cancel" },
+      { text: "Log out", style: "destructive", onPress: () => void onLogout() },
+    ]);
+  }, [onLogout]);
+
+  const sendVerification = useCallback(() => {
+    void runAction("Email verification", async () => {
+      if (!auth.currentUser) throw new Error("Please sign in again first.");
+      await sendEmailVerification(auth.currentUser);
+      Alert.alert("Email sent", "Check your inbox for the verification link.");
+    });
+  }, [runAction]);
+
+  const sendReset = useCallback(() => {
+    void runAction("Reset password", async () => {
+      const email = user?.email;
+      if (!email) throw new Error("No email address is attached to this account.");
+      await sendPasswordResetEmail(auth, email);
+      Alert.alert("Email sent", "Check your inbox for the password reset link.");
+    });
+  }, [runAction, user?.email]);
+
+  const clearMemory = useCallback(() => {
+    Alert.alert(
+      "Clear AURA memory?",
+      "This clears assistant preference-learning data only. Closet items and saved looks will stay untouched.",
+      [
+        { text: "Cancel", style: "cancel" },
+        {
+          text: "Clear memory",
+          style: "destructive",
+          onPress: () => {
+            void runAction("Clear AURA memory", async () => {
+              if (!user?.uid) throw new Error("Please sign in first.");
+              await Promise.all([
+                clearAssistantMemory(user.uid),
+                saveLearnedStyleMemory(user.uid, emptyLearnedStyleMemory(Date.now())),
+              ]);
+              Alert.alert("AURA memory cleared", "Preference-learning memory was reset.");
+            });
+          },
+        },
+      ],
+    );
+  }, [runAction, user?.uid]);
+
+  const exportData = useCallback(() => {
+    void runAction("Export my data", async () => {
+      if (!user?.uid) throw new Error("Please sign in first.");
+      const payload = await buildAccountExport(user.uid, profile, accountProfile);
+      await Share.share({
+        title: "AURA data export",
+        message: JSON.stringify(payload, null, 2),
+      });
+    });
+  }, [accountProfile, profile, runAction, user?.uid]);
+
+  const exportProfileJson = useCallback(() => {
+    void runAction("Download profile JSON", async () => {
+      const payload = {
+        exportedAt: new Date().toISOString(),
+        accountProfile,
+        profilePreferences: profile,
+      };
+      await Share.share({
+        title: "AURA profile preferences",
+        message: JSON.stringify(payload, null, 2),
+      });
+    });
+  }, [accountProfile, profile, runAction]);
+
+  const copyUserId = useCallback(() => {
+    if (!user?.uid) return;
+    void Clipboard.setStringAsync(user.uid).then(() => {
+      Alert.alert("Copied", "User ID copied to clipboard.");
+    });
+  }, [user?.uid]);
+
+  const manageSubscription = useCallback(() => {
+    Alert.alert("Subscriptions are coming soon.", "Your current plan is Free.");
   }, []);
 
+  const confirmDeleteAccount = useCallback(() => {
+    Alert.alert(
+      "Delete account?",
+      "This deletes account access in Firebase Auth. Full backend data deletion is not implemented here, so closet data will not be silently deleted.",
+      [
+        { text: "Cancel", style: "cancel" },
+        {
+          text: "Continue",
+          style: "destructive",
+          onPress: () => {
+            Alert.alert("Final confirmation", "Delete this account access now?", [
+              { text: "Cancel", style: "cancel" },
+              {
+                text: "Delete",
+                style: "destructive",
+                onPress: () => {
+                  void runAction("Delete account", async () => {
+                    if (!auth.currentUser) throw new Error("Please sign in again first.");
+                    try {
+                      await deleteUser(auth.currentUser);
+                      router.replace("/(auth)/welcome");
+                    } catch (error: any) {
+                      if (error?.code === "auth/requires-recent-login") {
+                        throw new Error("Please log in again before deleting your account.");
+                      }
+                      throw error;
+                    }
+                  });
+                },
+              },
+            ]);
+          },
+        },
+      ],
+    );
+  }, [runAction]);
+
   return (
-    <ProfileSectionScreen title="Account" subtitle="Personal details and sign-out" onSave={save} saving={saving}>
-      {profileLoading ? <ActivityIndicator color={colors.accent} /> : (
-        <>
-          <ProfileInputRow
-            label="Name"
-            value={accountProfile.name ?? ""}
-            placeholder="How should AURA address you?"
-            onChangeText={(value) =>
-              setAccountProfile((prev) => ({
-                ...prev,
-                name: value,
-              }))
-            }
-          />
-          <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 19 }}>
-            AURA may use your name occasionally in greetings and replies, but it will not overdo it.
-          </Text>
-        </>
-      )}
-      <ProfileValueRow label="Email" value={user?.email ?? "No email found."} />
-      <PrimaryButton label={loggingOut ? "Signing out..." : "Log out"} onPress={onLogout} disabled={loggingOut} />
-    </ProfileSectionScreen>
+    <SafeScreen backgroundColor={colors.background} style={{ flex: 1 }}>
+      <ScrollView contentContainerStyle={{ padding: 16, gap: 18, paddingBottom: 128 }}>
+        <View style={{ gap: 8 }}>
+          <Pressable
+            onPress={() => router.back()}
+            style={{
+              alignSelf: "flex-start",
+              paddingHorizontal: 12,
+              paddingVertical: 8,
+              borderRadius: 999,
+              borderWidth: 1,
+              borderColor: colors.border,
+              backgroundColor: colors.surface,
+            }}
+          >
+            <Text style={{ color: colors.text, fontWeight: "700" }}>Back</Text>
+          </Pressable>
+          <Text style={{ fontSize: 28, fontWeight: "900", color: colors.text }}>Account</Text>
+          <Text style={{ color: colors.textSecondary }}>Identity, security, AURA data, and plan controls.</Text>
+        </View>
+
+        {profileLoading || preferencesLoading ? (
+          <View style={{ paddingVertical: 40, alignItems: "center" }}>
+            <ActivityIndicator color={colors.accent} />
+          </View>
+        ) : (
+          <>
+            <AccountSection title="ACCOUNT">
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 14 }}>
+                <Pressable
+                  onPress={pickProfilePhoto}
+                  disabled={workingAction === "Profile photo"}
+                  style={{
+                    width: 76,
+                    height: 76,
+                    borderRadius: 38,
+                    borderWidth: 1,
+                    borderColor: colors.glassBorder,
+                    backgroundColor: "rgba(255,255,255,0.06)",
+                    overflow: "hidden",
+                    alignItems: "center",
+                    justifyContent: "center",
+                  }}
+                >
+                  {photoURL ? (
+                    <Image source={{ uri: photoURL }} style={{ width: 76, height: 76 }} />
+                  ) : (
+                    <Text style={{ color: colors.text, fontSize: 24, fontWeight: "900" }}>
+                      {getAccountInitials(displayName, user?.email)}
+                    </Text>
+                  )}
+                </Pressable>
+                <View style={{ flex: 1, gap: 5 }}>
+                  <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>{displayName}</Text>
+                  <Pressable onPress={pickProfilePhoto} disabled={workingAction === "Profile photo"}>
+                    <Text style={{ color: colors.iridescentStart, fontSize: 13, fontWeight: "900" }}>
+                      {workingAction === "Profile photo" ? "Updating photo..." : "Change profile photo"}
+                    </Text>
+                  </Pressable>
+                </View>
+              </View>
+              <ProfileInputRow
+                label="Display name"
+                value={accountProfile.name ?? ""}
+                placeholder="How should AURA address you?"
+                onChangeText={(value) =>
+                  setAccountProfile((prev) => ({
+                    ...prev,
+                    name: value,
+                  }))
+                }
+              />
+              {accountChanged ? (
+                <PrimaryButton
+                  label={savingAccount ? "Saving..." : "Save account changes"}
+                  onPress={saveAccount}
+                  disabled={savingAccount}
+                />
+              ) : null}
+              <ProfileValueRow label="Email" value={user?.email ?? "No email found."} />
+              <ProfileValueRow label="Email status" value={user?.emailVerified ? "Verified" : "Unverified"} />
+              {!user?.emailVerified && user?.email ? (
+                <AccountActionRow
+                  title="Send verification email"
+                  subtitle="Send a fresh verification link to your inbox."
+                  onPress={sendVerification}
+                  disabled={workingAction === "Email verification"}
+                />
+              ) : null}
+              <ProfileValueRow label="Member since" value={user?.metadata?.creationTime ?? "Not available"} />
+            </AccountSection>
+
+            <AccountSection title="SECURITY">
+              <AccountActionRow
+                title="Change password"
+                subtitle={isPasswordUser ? "Send a password reset email to change your password." : "Managed by connected sign-in provider."}
+                onPress={sendReset}
+                disabled={!isPasswordUser || !user?.email || workingAction === "Reset password"}
+              />
+              <AccountActionRow
+                title="Reset password email"
+                subtitle="Send a Firebase password reset email to your current address."
+                onPress={sendReset}
+                disabled={!user?.email || workingAction === "Reset password"}
+              />
+              <ProfileValueRow
+                label="Connected sign-in methods"
+                value={providerIds.length ? providerIds.map(providerName).join(" • ") : "Unknown"}
+              />
+            </AccountSection>
+
+            <AccountSection title="AURA DATA">
+              <AccountActionRow
+                title="Clear AURA memory"
+                subtitle="Reset assistant preference-learning only. Closet and saved looks stay intact."
+                onPress={clearMemory}
+                danger
+                disabled={workingAction === "Clear AURA memory"}
+              />
+              <AccountActionRow
+                title="Export my data"
+                subtitle="Share a lightweight JSON export of profile, closet summaries, looks, and AURA memory."
+                onPress={exportData}
+                disabled={workingAction === "Export my data"}
+              />
+              <AccountActionRow
+                title="Download profile/preferences JSON"
+                subtitle="Share only your account profile and profilePreferences JSON."
+                onPress={exportProfileJson}
+                disabled={workingAction === "Download profile JSON"}
+              />
+            </AccountSection>
+
+            <AccountSection title="PLAN">
+              <ProfileValueRow label="Current plan" value="Free" />
+              <AccountActionRow title="Manage subscription" subtitle="Subscriptions are coming soon." onPress={manageSubscription} />
+              <AccountActionRow title="Billing history" subtitle="Billing history is not available on the Free plan." onPress={manageSubscription} />
+            </AccountSection>
+
+            <AccountSection title="ADVANCED">
+              <AccountActionRow
+                title={showAdvanced ? "Hide advanced details" : "Show advanced details"}
+                onPress={() => setShowAdvanced((prev) => !prev)}
+              />
+              {showAdvanced ? (
+                <>
+                  <ProfileValueRow label="User ID" value={user?.uid ?? "Not signed in"} />
+                  {user?.uid ? <AccountActionRow title="Copy User ID" onPress={copyUserId} /> : null}
+                  <ProfileValueRow label="App version/build" value={appVersionLabel()} />
+                </>
+              ) : null}
+            </AccountSection>
+
+            <AccountSection title="DANGER ZONE">
+              <AccountActionRow
+                title={loggingOut ? "Signing out..." : "Log out"}
+                subtitle="End this session on this device."
+                onPress={confirmLogout}
+                disabled={loggingOut}
+                danger
+              />
+              <AccountActionRow
+                title="Delete account"
+                subtitle="Requires recent login. Backend closet-data deletion is not implemented here."
+                onPress={confirmDeleteAccount}
+                disabled={workingAction === "Delete account"}
+                danger
+              />
+            </AccountSection>
+          </>
+        )}
+      </ScrollView>
+    </SafeScreen>
   );
 }
 
@@ -794,62 +1346,156 @@ export function UnitsRegionScreen() {
 }
 
 export function StylePreferencesScreen() {
-  const { profile, setProfile, save, loading, saving } = useProfilePreferencesState();
+  const { user, profile, loading } = useProfilePreferencesState();
   const { colors } = useAppTheme();
+  const [styleProfile, setStyleProfile] = useState<StyleProfile>(emptyStyleProfile());
+  const [styleProfileLoading, setStyleProfileLoading] = useState(true);
+  const [savingAll, setSavingAll] = useState(false);
+
+  useEffect(() => {
+    let cancelled = false;
+    if (!user?.uid) {
+      setStyleProfile(emptyStyleProfile());
+      setStyleProfileLoading(false);
+      return;
+    }
+    setStyleProfileLoading(true);
+    void loadStyleProfile(user.uid)
+      .then((nextProfile) => {
+        if (!cancelled) setStyleProfile(nextProfile);
+      })
+      .catch((error: any) => {
+        if (!cancelled) {
+          Alert.alert("Style profile", error?.message ?? "Unable to load style profile.");
+          setStyleProfile(emptyStyleProfile());
+        }
+      })
+      .finally(() => {
+        if (!cancelled) setStyleProfileLoading(false);
+      });
+
+    return () => {
+      cancelled = true;
+    };
+  }, [user?.uid]);
+
+  const handleSave = useCallback(async () => {
+    if (!user?.uid) {
+      Alert.alert("Profile", "Please sign in first.");
+      return;
+    }
+    try {
+      setSavingAll(true);
+      const normalizedStyleProfile: StyleProfile = {
+        ...styleProfile,
+        styleVibes: parseCommaText(commaText(styleProfile.styleVibes)),
+        preferredFits: parseCommaText(commaText(styleProfile.preferredFits)),
+        favoriteColors: parseCommaText(commaText(styleProfile.favoriteColors)),
+        avoidColors: parseCommaText(commaText(styleProfile.avoidColors)),
+        dressingGoals: parseCommaText(commaText(styleProfile.dressingGoals)),
+        updatedAt: Date.now(),
+      };
+      const nextProfile: UserProfilePreferences = {
+        ...profile,
+        styleAesthetics: normalizedStyleProfile.styleVibes,
+        preferredFit: firstSupportedPreferredFit(normalizedStyleProfile.preferredFits) ?? profile.preferredFit,
+        favoriteColors: normalizedStyleProfile.favoriteColors,
+        avoidedColors: normalizedStyleProfile.avoidColors,
+        goals: normalizedStyleProfile.dressingGoals,
+        stylePreferences: {
+          ...profile.stylePreferences,
+          preferredStyles: normalizedStyleProfile.styleVibes,
+          favoriteColors: normalizedStyleProfile.favoriteColors,
+          avoidedColors: normalizedStyleProfile.avoidColors,
+        },
+      };
+
+      await saveUserProfilePreferences(user.uid, nextProfile);
+      await saveStyleProfile(user.uid, normalizedStyleProfile);
+      Alert.alert("Saved", "Style preferences updated.");
+    } catch (error: any) {
+      Alert.alert("Save failed", error?.message ?? "Unable to save style preferences.");
+    } finally {
+      setSavingAll(false);
+    }
+  }, [profile, styleProfile, user?.uid]);
+
   return (
     <ProfileSectionScreen
       title="Style Preferences"
-      subtitle="Saved now for later. Not yet wired into outfit logic."
-      onSave={save}
-      saving={saving}
+      subtitle="AURA uses these to personalize tone, outfit direction, and how bold to go."
+      onSave={handleSave}
+      saving={savingAll}
     >
-      {loading ? (
+      {loading || styleProfileLoading ? (
         <ActivityIndicator color={colors.accent} />
       ) : (
         <>
           <ProfileInputRow
-            label="Preferred styles"
-            value={commaText(profile.stylePreferences.preferredStyles)}
+            label="Style vibes"
+            value={commaText(styleProfile.styleVibes)}
             onChangeText={(value) =>
-              setProfile((prev) => ({
+              setStyleProfile((prev) => ({
                 ...prev,
-                stylePreferences: { ...prev.stylePreferences, preferredStyles: parseCommaText(value) },
+                styleVibes: parseCommaText(value),
               }))
             }
-            placeholder="casual, streetwear, luxury"
+            placeholder="clean, layered, relaxed"
+          />
+          <ProfileInputRow
+            label="Preferred fits"
+            value={commaText(styleProfile.preferredFits)}
+            onChangeText={(value) =>
+              setStyleProfile((prev) => ({
+                ...prev,
+                preferredFits: parseCommaText(value),
+              }))
+            }
+            placeholder="relaxed, regular"
           />
           <ProfileInputRow
             label="Favorite colors"
-            value={commaText(profile.stylePreferences.favoriteColors)}
+            value={commaText(styleProfile.favoriteColors)}
             onChangeText={(value) =>
-              setProfile((prev) => ({
+              setStyleProfile((prev) => ({
                 ...prev,
-                stylePreferences: { ...prev.stylePreferences, favoriteColors: parseCommaText(value) },
+                favoriteColors: parseCommaText(value),
               }))
             }
-            placeholder="blue, black, olive"
+            placeholder="navy, black, olive"
           />
           <ProfileInputRow
-            label="Avoided colors"
-            value={commaText(profile.stylePreferences.avoidedColors)}
+            label="Avoid colors"
+            value={commaText(styleProfile.avoidColors)}
             onChangeText={(value) =>
-              setProfile((prev) => ({
+              setStyleProfile((prev) => ({
                 ...prev,
-                stylePreferences: { ...prev.stylePreferences, avoidedColors: parseCommaText(value) },
+                avoidColors: parseCommaText(value),
               }))
             }
             placeholder="orange, neon green"
           />
           <ProfileInputRow
-            label="Preferred brands"
-            value={commaText(profile.stylePreferences.preferredBrands)}
+            label="Dressing goals"
+            value={commaText(styleProfile.dressingGoals)}
             onChangeText={(value) =>
-              setProfile((prev) => ({
+              setStyleProfile((prev) => ({
+                ...prev,
+                dressingGoals: parseCommaText(value),
+              }))
+            }
+            placeholder="sharper, easier everyday, more polished"
+          />
+          <ProfilePillField
+            label="Experimentation level"
+            value={styleProfile.experimentationLevel}
+            options={["low", "medium", "high"] as const}
+            onSelect={(value) =>
+              setStyleProfile((prev) => ({
                 ...prev,
-                stylePreferences: { ...prev.stylePreferences, preferredBrands: parseCommaText(value) },
+                experimentationLevel: value,
               }))
             }
-            placeholder="Moncler, Prada, Stussy"
           />
         </>
       )}

From 7b03ce50954560fcde4827adc8d1ffd2183fafb9 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:49:34 -0500
Subject: [PATCH 24/93] feat(auth): add social sign-in and app identity config

---
 .env.example                         |  10 ++
 .gitignore                           |   3 +
 app.json                             |  24 ++-
 app/(auth)/forgot-password.tsx       |   7 +-
 app/(auth)/login.tsx                 | 218 +++++++++++++++++++++++-
 app/(auth)/register.tsx              |   3 +-
 package-lock.json                    | 243 ++++++++++++++++++++++++++-
 package.json                         |   8 +-
 src/auth/appleAuth.ts                |  50 ++++++
 src/auth/authErrors.ts               |  27 +++
 src/auth/googleAuth.ts               |  51 ++++++
 src/auth/googleAuth.web.ts           |  24 +++
 src/auth/userProfile.ts              |  27 +++
 src/components/auth/AuthScaffold.tsx |  31 +++-
 src/lib/firebase.ts                  |   2 +
 src/lib/firebase.web.ts              |  18 ++
 16 files changed, 718 insertions(+), 28 deletions(-)
 create mode 100644 .env.example
 create mode 100644 src/auth/appleAuth.ts
 create mode 100644 src/auth/authErrors.ts
 create mode 100644 src/auth/googleAuth.ts
 create mode 100644 src/auth/googleAuth.web.ts
 create mode 100644 src/auth/userProfile.ts
 create mode 100644 src/lib/firebase.web.ts

diff --git a/.env.example b/.env.example
new file mode 100644
index 0000000..cdd57e8
--- /dev/null
+++ b/.env.example
@@ -0,0 +1,10 @@
+EXPO_PUBLIC_FIREBASE_API_KEY=
+EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN=
+EXPO_PUBLIC_FIREBASE_PROJECT_ID=
+EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET=
+EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID=
+EXPO_PUBLIC_FIREBASE_APP_ID=
+EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID=YOUR_GOOGLE_WEB_CLIENT_ID
+EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID=YOUR_GOOGLE_IOS_CLIENT_ID
+FIREBASE_CLIENT_ID=YOUR_FIREBASE_CLIENT_ID
+FIREBASE_CLIENT_SECRET=YOUR_FIREBASE_CLIENT_SECRET
diff --git a/.gitignore b/.gitignore
index 63f01dd..762a87f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,6 +16,9 @@ yarn-error.log*
 .env
 .env.*
 .env.local
+!.env.example
+google-services.json
+GoogleService-Info.plist
 
 # OS
 .DS_Store
diff --git a/app.json b/app.json
index 4756d21..539c8a2 100644
--- a/app.json
+++ b/app.json
@@ -1,24 +1,34 @@
 {
   "expo": {
     "name": "AURA",
-    "slug": "closet",
+    "slug": "aura",
     "version": "1.0.0",
     "orientation": "portrait",
     "icon": "./assets/icon.png",
-    "scheme": "closet",
+    "scheme": "aura",
     "userInterfaceStyle": "automatic",
     "newArchEnabled": true,
     "ios": {
       "icon": "./assets/icon.png",
       "supportsTablet": true,
-      "bundleIdentifier": "com.anonymous.closet",
+      "usesAppleSignIn": true,
+      "bundleIdentifier": "com.athfan.AURA",
       "deploymentTarget": "17.0",
+      "googleServicesFile": "./GoogleService-Info.plist",
       "infoPlist": {
+        "CFBundleURLTypes": [
+          {
+            "CFBundleURLSchemes": [
+              "com.googleusercontent.apps.1043970871162-6ap96ennmcs0r0rmld05d2j4gs1o5o5p"
+            ]
+          }
+        ],
         "NSLocationWhenInUseUsageDescription": "We use your location to show local weather in your wardrobe insights.",
-        "NSCalendarsUsageDescription": "We use your calendar to show today’s events in your wardrobe insights."
+        "NSCalendarsUsageDescription": "We use your calendar to show today's events in your wardrobe insights."
       }
     },
     "android": {
+      "googleServicesFile": "./google-services.json",
       "adaptiveIcon": {
         "backgroundColor": "#E6F4FE",
         "foregroundImage": "./assets/images/android-icon-foreground.png",
@@ -27,7 +37,7 @@
       },
       "edgeToEdgeEnabled": true,
       "predictiveBackGestureEnabled": false,
-      "package": "com.anonymous.closet"
+      "package": "com.athfan.aura"
     },
     "web": {
       "output": "static",
@@ -55,7 +65,9 @@
           }
         }
       ],
-      "expo-audio"
+      "expo-audio",
+      "@react-native-google-signin/google-signin",
+      "expo-apple-authentication"
     ],
     "experiments": {
       "typedRoutes": true,
diff --git a/app/(auth)/forgot-password.tsx b/app/(auth)/forgot-password.tsx
index da7020b..7cc6e91 100644
--- a/app/(auth)/forgot-password.tsx
+++ b/app/(auth)/forgot-password.tsx
@@ -3,12 +3,14 @@ import { sendPasswordResetEmail } from "firebase/auth";
 import React, { useState } from "react";
 import { Alert, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import {
   AuthInlineLink,
   AuthInput,
   AuthScaffold,
   PrimaryAuthButton,
 } from "@/src/components/auth/AuthScaffold";
+import { getAuthErrorMessage } from "@/src/auth/authErrors";
 import { auth } from "@/src/lib/firebase";
 
 export default function ForgotPasswordScreen() {
@@ -25,7 +27,7 @@ export default function ForgotPasswordScreen() {
       await sendPasswordResetEmail(auth, normalizedEmail);
       setSent(true);
     } catch (error: any) {
-      Alert.alert("Reset failed", error?.message ?? "Unable to send reset email.");
+      Alert.alert("Reset failed", getAuthErrorMessage(error));
     } finally {
       setLoading(false);
     }
@@ -52,11 +54,10 @@ export default function ForgotPasswordScreen() {
       />
       <PrimaryAuthButton label={loading ? "Sending..." : "Send reset email"} onPress={onReset} disabled={loading} />
       {sent ? (
-        <Text style={{ color: "#8fd8ff", fontSize: 14, lineHeight: 20 }}>
+        <Text style={{ color: Colors.dark.lightPurple, fontSize: 14, lineHeight: 20 }}>
           Reset link sent. Check your inbox and spam folder.
         </Text>
       ) : null}
     </AuthScaffold>
   );
 }
-
diff --git a/app/(auth)/login.tsx b/app/(auth)/login.tsx
index 01283df..16b7154 100644
--- a/app/(auth)/login.tsx
+++ b/app/(auth)/login.tsx
@@ -1,24 +1,104 @@
+import AntDesign from "@expo/vector-icons/AntDesign";
+import * as AppleAuthentication from "expo-apple-authentication";
 import { router } from "expo-router";
 import { signInWithEmailAndPassword } from "firebase/auth";
-import React, { useState } from "react";
-import { Alert, Text, View } from "react-native";
+import React, { useEffect, useState } from "react";
+import { ActivityIndicator, Alert, Platform, Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import {
   AuthInlineLink,
   AuthInput,
   AuthScaffold,
   PrimaryAuthButton,
 } from "@/src/components/auth/AuthScaffold";
+import { getAuthErrorMessage } from "@/src/auth/authErrors";
+import { signInWithApple } from "@/src/auth/appleAuth";
+import { signInWithGoogle } from "@/src/auth/googleAuth";
 import { auth } from "@/src/lib/firebase";
 
 function normalize(value: string) {
   return value.trim();
 }
 
+const WEB_AUTH_INPUT_STYLE_ID = "aura-auth-web-inputs";
+
 export default function LoginScreen() {
   const [email, setEmail] = useState("");
   const [password, setPassword] = useState("");
   const [loading, setLoading] = useState(false);
+  const [appleAvailable, setAppleAvailable] = useState(false);
+  const [appleLoading, setAppleLoading] = useState(false);
+  const [googleLoading, setGoogleLoading] = useState(false);
+  const authInProgress = loading || appleLoading || googleLoading;
+
+  useEffect(() => {
+    let cancelled = false;
+    if (Platform.OS !== "ios") return;
+    void AppleAuthentication.isAvailableAsync().then((available) => {
+      if (!cancelled) setAppleAvailable(available);
+    });
+    return () => {
+      cancelled = true;
+    };
+  }, []);
+
+  useEffect(() => {
+    if (Platform.OS !== "web" || typeof document === "undefined") return;
+
+    let styleTag = document.getElementById(WEB_AUTH_INPUT_STYLE_ID) as HTMLStyleElement | null;
+    if (!styleTag) {
+      styleTag = document.createElement("style");
+      styleTag.id = WEB_AUTH_INPUT_STYLE_ID;
+      document.head.appendChild(styleTag);
+    }
+
+    styleTag.textContent = `
+      input[data-testid="auth-email"],
+      input[data-testid="auth-password"],
+      #auth-email,
+      #auth-password {
+        color: #FFFFFF !important;
+        -webkit-text-fill-color: #FFFFFF !important;
+        caret-color: #7C5CFF !important;
+        opacity: 1 !important;
+        font-weight: 700 !important;
+        background: rgba(25, 27, 38, 0.98) !important;
+      }
+
+      input[data-testid="auth-email"]::placeholder,
+      input[data-testid="auth-password"]::placeholder,
+      #auth-email::placeholder,
+      #auth-password::placeholder {
+        color: rgba(255, 255, 255, 0.22) !important;
+        -webkit-text-fill-color: rgba(255, 255, 255, 0.22) !important;
+      }
+
+      input[data-testid="auth-email"]:-webkit-autofill,
+      input[data-testid="auth-email"]:-webkit-autofill:hover,
+      input[data-testid="auth-email"]:-webkit-autofill:focus,
+      #auth-email:-webkit-autofill,
+      #auth-email:-webkit-autofill:hover,
+      #auth-email:-webkit-autofill:focus,
+      input[data-testid="auth-password"]:-webkit-autofill,
+      input[data-testid="auth-password"]:-webkit-autofill:hover,
+      input[data-testid="auth-password"]:-webkit-autofill:focus {
+        -webkit-text-fill-color: #FFFFFF !important;
+        -webkit-box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
+        box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
+        transition: background-color 9999s ease-out 0s !important;
+      }
+
+      #auth-password:-webkit-autofill,
+      #auth-password:-webkit-autofill:hover,
+      #auth-password:-webkit-autofill:focus {
+        -webkit-text-fill-color: #FFFFFF !important;
+        -webkit-box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
+        box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
+        transition: background-color 9999s ease-out 0s !important;
+      }
+    `;
+  }, []);
 
   async function onLogin() {
     const normalizedEmail = normalize(email).toLowerCase();
@@ -29,12 +109,36 @@ export default function LoginScreen() {
       setLoading(true);
       await signInWithEmailAndPassword(auth, normalizedEmail, password);
     } catch (error: any) {
-      Alert.alert("Sign in failed", error?.message ?? "Unable to sign in right now.");
+      Alert.alert("Sign in failed", getAuthErrorMessage(error));
     } finally {
       setLoading(false);
     }
   }
 
+  async function onAppleSignIn() {
+    try {
+      setAppleLoading(true);
+      await signInWithApple();
+    } catch (error) {
+      const message = getAuthErrorMessage(error);
+      if (message !== "Sign in cancelled") Alert.alert("Apple sign in failed", message);
+    } finally {
+      setAppleLoading(false);
+    }
+  }
+
+  async function onGoogleSignIn() {
+    try {
+      setGoogleLoading(true);
+      await signInWithGoogle();
+    } catch (error) {
+      const message = getAuthErrorMessage(error);
+      if (message !== "Sign in cancelled") Alert.alert("Google sign in failed", message);
+    } finally {
+      setGoogleLoading(false);
+    }
+  }
+
   return (
     <AuthScaffold
       eyebrow="WARDROBE AI"
@@ -47,22 +151,70 @@ export default function LoginScreen() {
         </View>
       }
     >
+      {Platform.OS === "ios" && appleAvailable ? (
+        <View pointerEvents={authInProgress ? "none" : "auto"} style={styles.oauthButtonFrame}>
+          <AppleAuthentication.AppleAuthenticationButton
+            buttonType={AppleAuthentication.AppleAuthenticationButtonType.SIGN_IN}
+            buttonStyle={AppleAuthentication.AppleAuthenticationButtonStyle.WHITE}
+            cornerRadius={18}
+            style={styles.appleButton}
+            onPress={onAppleSignIn}
+          />
+          {appleLoading ? (
+            <View style={styles.loadingOverlay}>
+              <ActivityIndicator color="#000000" />
+            </View>
+          ) : null}
+        </View>
+      ) : null}
+      <Pressable
+        disabled={authInProgress}
+        onPress={onGoogleSignIn}
+        style={({ pressed }) => [
+          styles.googleButton,
+          {
+            opacity: authInProgress ? 0.62 : pressed ? 0.82 : 1,
+          },
+        ]}
+      >
+        {googleLoading ? (
+          <ActivityIndicator color="#202124" />
+        ) : (
+          <>
+            <AntDesign name="google" size={20} color="#4285F4" style={styles.googleIcon} />
+            <Text style={styles.googleButtonText}>Continue with Google</Text>
+          </>
+        )}
+      </Pressable>
+      <View style={styles.dividerRow}>
+        <View style={styles.dividerLine} />
+        <Text style={styles.dividerText}>or</Text>
+        <View style={styles.dividerLine} />
+      </View>
       <AuthInput
+        nativeID="auth-email"
+        testID="auth-email"
         value={email}
         onChangeText={setEmail}
         autoCapitalize="none"
         keyboardType="email-address"
-        autoComplete="email"
+        autoCorrect={false}
+        spellCheck={false}
+        autoComplete={Platform.OS === "web" ? "off" : "email"}
         placeholder="Email"
       />
       <AuthInput
+        nativeID="auth-password"
+        testID="auth-password"
         value={password}
         onChangeText={setPassword}
         secureTextEntry
-        autoComplete="password"
+        autoCorrect={false}
+        spellCheck={false}
+        autoComplete={Platform.OS === "web" ? "off" : "password"}
         placeholder="Password"
       />
-      <PrimaryAuthButton label={loading ? "Signing in..." : "Sign In"} onPress={onLogin} disabled={loading} />
+      <PrimaryAuthButton label={loading ? "Signing in..." : "Sign In"} onPress={onLogin} disabled={authInProgress} />
       <Text style={{ color: "rgba(255,255,255,0.58)", fontSize: 13, lineHeight: 19 }}>
         Your styling profile, saved looks, and planner stay synced to this account.
       </Text>
@@ -70,3 +222,57 @@ export default function LoginScreen() {
   );
 }
 
+const styles = StyleSheet.create({
+  oauthButtonFrame: {
+    borderRadius: 18,
+    height: 50,
+    overflow: "hidden",
+  },
+  appleButton: {
+    height: 50,
+    width: "100%",
+  },
+  loadingOverlay: {
+    ...StyleSheet.absoluteFillObject,
+    alignItems: "center",
+    backgroundColor: "rgba(237,233,227,0.72)",
+    justifyContent: "center",
+  },
+  googleButton: {
+    alignItems: "center",
+    backgroundColor: "#FFFFFF",
+    borderColor: "#E0E0E0",
+    borderRadius: 18,
+    borderWidth: 1,
+    flexDirection: "row",
+    height: 50,
+    justifyContent: "center",
+    paddingHorizontal: 16,
+    width: "100%",
+  },
+  googleIcon: {
+    left: 18,
+    position: "absolute",
+  },
+  googleButtonText: {
+    color: "#202124",
+    fontSize: 15,
+    fontWeight: "700",
+  },
+  dividerRow: {
+    alignItems: "center",
+    flexDirection: "row",
+    gap: 12,
+    paddingVertical: 2,
+  },
+  dividerLine: {
+    backgroundColor: Colors.dark.borderStrong,
+    flex: 1,
+    height: 1,
+  },
+  dividerText: {
+    color: Colors.dark.textSecondary,
+    fontSize: 13,
+    fontWeight: "700",
+  },
+});
diff --git a/app/(auth)/register.tsx b/app/(auth)/register.tsx
index f944541..c82d952 100644
--- a/app/(auth)/register.tsx
+++ b/app/(auth)/register.tsx
@@ -9,6 +9,7 @@ import {
   AuthScaffold,
   PrimaryAuthButton,
 } from "@/src/components/auth/AuthScaffold";
+import { getAuthErrorMessage } from "@/src/auth/authErrors";
 import { auth } from "@/src/lib/firebase";
 import { EMPTY_USER_PROFILE_PREFERENCES, saveUserAccountProfile, saveUserProfilePreferences } from "@/src/lib/userProfile";
 
@@ -47,7 +48,7 @@ export default function RegisterScreen() {
       ]);
       router.replace("/(onboarding)");
     } catch (error: any) {
-      Alert.alert("Create account failed", error?.message ?? "Unable to create your account.");
+      Alert.alert("Create account failed", getAuthErrorMessage(error));
     } finally {
       setLoading(false);
     }
diff --git a/package-lock.json b/package-lock.json
index 36f344f..0c0f5a2 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,17 +1,20 @@
 {
-  "name": "closet",
+  "name": "aura",
   "version": "1.0.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
-      "name": "closet",
+      "name": "aura",
       "version": "1.0.0",
+      "hasInstallScript": true,
       "dependencies": {
         "@d11/react-native-fast-image": "^8.13.0",
         "@expo/vector-icons": "^15.0.3",
+        "@lottiefiles/dotlottie-react": "^0.13.5",
         "@react-native-async-storage/async-storage": "2.2.0",
         "@react-native-community/slider": "^5.0.1",
+        "@react-native-google-signin/google-signin": "^16.1.2",
         "@react-navigation/bottom-tabs": "^7.4.0",
         "@react-navigation/elements": "^2.6.3",
         "@react-navigation/native": "^7.1.26",
@@ -20,6 +23,7 @@
         "@six33/react-native-bg-removal": "^1.3.4",
         "burnt": "^0.13.0",
         "expo": "~54.0.30",
+        "expo-apple-authentication": "~8.0.8",
         "expo-audio": "~1.1.1",
         "expo-blur": "~15.0.8",
         "expo-build-properties": "~1.0.10",
@@ -27,6 +31,7 @@
         "expo-camera": "~17.0.10",
         "expo-clipboard": "~8.0.8",
         "expo-constants": "~18.0.12",
+        "expo-crypto": "~15.0.9",
         "expo-font": "~14.0.10",
         "expo-haptics": "~15.0.8",
         "expo-image": "~3.0.11",
@@ -62,6 +67,7 @@
         "@types/react": "~19.1.0",
         "eslint": "^9.25.0",
         "eslint-config-expo": "~10.0.0",
+        "patch-package": "^8.0.1",
         "typescript": "~5.9.2"
       }
     },
@@ -3419,6 +3425,24 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
+    "node_modules/@lottiefiles/dotlottie-react": {
+      "version": "0.13.5",
+      "resolved": "https://registry.npmjs.org/@lottiefiles/dotlottie-react/-/dotlottie-react-0.13.5.tgz",
+      "integrity": "sha512-4U5okwjRqDPkjB572hfZtLXJ/LGfCo6vDwUB2KIPEUoSgqbIlw+UrbnaqVp3GS+dRvhMD27F2JObpHpYRlpF0Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@lottiefiles/dotlottie-web": "0.44.0"
+      },
+      "peerDependencies": {
+        "react": "^17 || ^18 || ^19"
+      }
+    },
+    "node_modules/@lottiefiles/dotlottie-web": {
+      "version": "0.44.0",
+      "resolved": "https://registry.npmjs.org/@lottiefiles/dotlottie-web/-/dotlottie-web-0.44.0.tgz",
+      "integrity": "sha512-IUWKVciDJI/BMWDWnh7j0Ngd0N8q9ySRAwm84aDqIE07qpmdZ7x1rkIpBaU1yHSNqNYHeh1Rxsl+LC3CY4f0KA==",
+      "license": "MIT"
+    },
     "node_modules/@napi-rs/wasm-runtime": {
       "version": "0.2.12",
       "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-0.2.12.tgz",
@@ -4240,6 +4264,25 @@
       "integrity": "sha512-K3JRWkIW4wQ79YJ6+BPZzp1SamoikxfPRw7Yw4B4PElEQmqZFrmH9M5LxvIo460/3QSrZF/wCgi3qizJt7g/iw==",
       "license": "MIT"
     },
+    "node_modules/@react-native-google-signin/google-signin": {
+      "version": "16.1.2",
+      "resolved": "https://registry.npmjs.org/@react-native-google-signin/google-signin/-/google-signin-16.1.2.tgz",
+      "integrity": "sha512-1hf4pRmpnS5t0dHtqU72Q1FmWzsCZR2Sm3uVQbbfMKeNPl5TKjpAsP6F8QTZ9L+Q6Cnn9tL9BXpDCb1nyutdCQ==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://universal-sign-in.com"
+      },
+      "peerDependencies": {
+        "expo": ">=52.0.40",
+        "react": "*",
+        "react-native": "*"
+      },
+      "peerDependenciesMeta": {
+        "expo": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@react-native/assets-registry": {
       "version": "0.81.5",
       "resolved": "https://registry.npmjs.org/@react-native/assets-registry/-/assets-registry-0.81.5.tgz",
@@ -5432,6 +5475,13 @@
         "node": ">=10.0.0"
       }
     },
+    "node_modules/@yarnpkg/lockfile": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@yarnpkg/lockfile/-/lockfile-1.1.0.tgz",
+      "integrity": "sha512-GpSwvyXOcOOlV70vbnzjj4fW5xW/FdUF6nQEt1ENy7m4ZCczi1+/buVUPAqmGfqznsORNFzUMjctTIp8a9tuCQ==",
+      "dev": true,
+      "license": "BSD-2-Clause"
+    },
     "node_modules/abort-controller": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/abort-controller/-/abort-controller-3.0.0.tgz",
@@ -7941,6 +7991,16 @@
         }
       }
     },
+    "node_modules/expo-apple-authentication": {
+      "version": "8.0.8",
+      "resolved": "https://registry.npmjs.org/expo-apple-authentication/-/expo-apple-authentication-8.0.8.tgz",
+      "integrity": "sha512-TwCHWXYR1kS0zaeV7QZKLWYluxsvqL31LFJubzK30njZqeWoWO89HZ8nZVaeXbFV1LrArKsze4BmMb+94wS0AQ==",
+      "license": "MIT",
+      "peerDependencies": {
+        "expo": "*",
+        "react-native": "*"
+      }
+    },
     "node_modules/expo-asset": {
       "version": "12.0.12",
       "resolved": "https://registry.npmjs.org/expo-asset/-/expo-asset-12.0.12.tgz",
@@ -8081,6 +8141,18 @@
         "react-native": "*"
       }
     },
+    "node_modules/expo-crypto": {
+      "version": "15.0.9",
+      "resolved": "https://registry.npmjs.org/expo-crypto/-/expo-crypto-15.0.9.tgz",
+      "integrity": "sha512-SNWKa2fXx7v9gkp1h/7nqXY5XN7qgNDn3yRc2aO0gWGbeMbvob/haMxxsPFe9f51aqH5NjNCqHf2kvLhvAd8KQ==",
+      "license": "MIT",
+      "dependencies": {
+        "base64-js": "^1.3.0"
+      },
+      "peerDependencies": {
+        "expo": "*"
+      }
+    },
     "node_modules/expo-file-system": {
       "version": "19.0.21",
       "resolved": "https://registry.npmjs.org/expo-file-system/-/expo-file-system-19.0.21.tgz",
@@ -8835,6 +8907,16 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/find-yarn-workspace-root": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/find-yarn-workspace-root/-/find-yarn-workspace-root-2.0.0.tgz",
+      "integrity": "sha512-1IMnbjt4KzsQfnhnzNd8wUEgXZ44IzZaZmnLYx7D5FZlaHt2gW20Cri8Q+E/t5tIj4+epTBub+2Zxu/vNILzqQ==",
+      "dev": true,
+      "license": "Apache-2.0",
+      "dependencies": {
+        "micromatch": "^4.0.2"
+      }
+    },
     "node_modules/firebase": {
       "version": "12.9.0",
       "resolved": "https://registry.npmjs.org/firebase/-/firebase-12.9.0.tgz",
@@ -10447,6 +10529,26 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/json-stable-stringify": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/json-stable-stringify/-/json-stable-stringify-1.3.0.tgz",
+      "integrity": "sha512-qtYiSSFlwot9XHtF9bD9c7rwKjr+RecWT//ZnPvSmEjpV5mmPOCN4j8UjY5hbjNkOwZ/jQv3J6R1/pL7RwgMsg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "call-bind": "^1.0.8",
+        "call-bound": "^1.0.4",
+        "isarray": "^2.0.5",
+        "jsonify": "^0.0.1",
+        "object-keys": "^1.1.1"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/json-stable-stringify-without-jsonify": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz",
@@ -10476,6 +10578,16 @@
         "graceful-fs": "^4.1.6"
       }
     },
+    "node_modules/jsonify": {
+      "version": "0.0.1",
+      "resolved": "https://registry.npmjs.org/jsonify/-/jsonify-0.0.1.tgz",
+      "integrity": "sha512-2/Ki0GcmuqSrgFyelQq9M05y7PS0mEwuIzrf3f1fPqkVDVRvZrPZtVSMHxdgo8Aq0sxAOb/cr2aqqA3LeWHVPg==",
+      "dev": true,
+      "license": "Public Domain",
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/jsx-ast-utils": {
       "version": "3.3.5",
       "resolved": "https://registry.npmjs.org/jsx-ast-utils/-/jsx-ast-utils-3.3.5.tgz",
@@ -10502,6 +10614,16 @@
         "json-buffer": "3.0.1"
       }
     },
+    "node_modules/klaw-sync": {
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/klaw-sync/-/klaw-sync-6.0.0.tgz",
+      "integrity": "sha512-nIeuVSzdCCs6TDPTqI8w1Yre34sSq7AkZ4B3sfOBbI2CgVSB4Du4aLQijFU2+lhAFCwt9+42Hel6lQNIv6AntQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "graceful-fs": "^4.1.11"
+      }
+    },
     "node_modules/kleur": {
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/kleur/-/kleur-3.0.3.tgz",
@@ -12276,6 +12398,113 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/patch-package": {
+      "version": "8.0.1",
+      "resolved": "https://registry.npmjs.org/patch-package/-/patch-package-8.0.1.tgz",
+      "integrity": "sha512-VsKRIA8f5uqHQ7NGhwIna6Bx6D9s/1iXlA1hthBVBEbkq+t4kXD0HHt+rJhf/Z+Ci0F/HCB2hvn0qLdLG+Qxlw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@yarnpkg/lockfile": "^1.1.0",
+        "chalk": "^4.1.2",
+        "ci-info": "^3.7.0",
+        "cross-spawn": "^7.0.3",
+        "find-yarn-workspace-root": "^2.0.0",
+        "fs-extra": "^10.0.0",
+        "json-stable-stringify": "^1.0.2",
+        "klaw-sync": "^6.0.0",
+        "minimist": "^1.2.6",
+        "open": "^7.4.2",
+        "semver": "^7.5.3",
+        "slash": "^2.0.0",
+        "tmp": "^0.2.4",
+        "yaml": "^2.2.2"
+      },
+      "bin": {
+        "patch-package": "index.js"
+      },
+      "engines": {
+        "node": ">=14",
+        "npm": ">5"
+      }
+    },
+    "node_modules/patch-package/node_modules/ci-info": {
+      "version": "3.9.0",
+      "resolved": "https://registry.npmjs.org/ci-info/-/ci-info-3.9.0.tgz",
+      "integrity": "sha512-NIxF55hv4nSqQswkAeiOi1r83xy8JldOFDTWiug55KBu9Jnblncd2U6ViHmYgHf01TPZS77NJBhBMKdWj9HQMQ==",
+      "dev": true,
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/sibiraj-s"
+        }
+      ],
+      "license": "MIT",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/patch-package/node_modules/fs-extra": {
+      "version": "10.1.0",
+      "resolved": "https://registry.npmjs.org/fs-extra/-/fs-extra-10.1.0.tgz",
+      "integrity": "sha512-oRXApq54ETRj4eMiFzGnHWGy+zo5raudjuxN0b8H7s/RU2oW0Wvsx9O0ACRN/kRq9E8Vu/ReskGB5o3ji+FzHQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "graceful-fs": "^4.2.0",
+        "jsonfile": "^6.0.1",
+        "universalify": "^2.0.0"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/patch-package/node_modules/jsonfile": {
+      "version": "6.2.1",
+      "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-6.2.1.tgz",
+      "integrity": "sha512-zwOTdL3rFQ/lRdBnntKVOX6k5cKJwEc1HdilT71BWEu7J41gXIB2MRp+vxduPSwZJPWBxEzv4yH1wYLJGUHX4Q==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "universalify": "^2.0.0"
+      },
+      "optionalDependencies": {
+        "graceful-fs": "^4.1.6"
+      }
+    },
+    "node_modules/patch-package/node_modules/semver": {
+      "version": "7.7.4",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz",
+      "integrity": "sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==",
+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/patch-package/node_modules/slash": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/slash/-/slash-2.0.0.tgz",
+      "integrity": "sha512-ZYKh3Wh2z1PpEXWr0MpSBZ0V6mZHAQfYevttO11c51CaWjGTaadiKZ+wVt1PbMlDV5qhMFslpZCemhwOK7C89A==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/patch-package/node_modules/universalify": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/universalify/-/universalify-2.0.1.tgz",
+      "integrity": "sha512-gptHNQghINnc/vTGIk0SOFGFNXw7JVrlRUtConJRlvaw6DuX0wO5Jeko9sWrMBhh+PsYAZ7oXAiOnf/UKogyiw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10.0.0"
+      }
+    },
     "node_modules/path-exists": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz",
@@ -14578,6 +14807,16 @@
         "url": "https://github.com/sponsors/jonschlinkert"
       }
     },
+    "node_modules/tmp": {
+      "version": "0.2.5",
+      "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.2.5.tgz",
+      "integrity": "sha512-voyz6MApa1rQGUxT3E+BK7/ROe8itEx7vD8/HEvt4xwXucvQ5G5oeEiHkmHZJuBO21RpOf+YYm9MOivj709jow==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=14.14"
+      }
+    },
     "node_modules/tmpl": {
       "version": "1.0.5",
       "resolved": "https://registry.npmjs.org/tmpl/-/tmpl-1.0.5.tgz",
diff --git a/package.json b/package.json
index 1b342fe..4301f38 100644
--- a/package.json
+++ b/package.json
@@ -1,9 +1,10 @@
 {
-  "name": "closet",
+  "name": "aura",
   "main": "expo-router/entry",
   "version": "1.0.0",
   "scripts": {
     "start": "expo start",
+    "postinstall": "patch-package",
     "reset-project": "node ./scripts/reset-project.js",
     "android": "expo run:android",
     "ios": "expo run:ios",
@@ -13,8 +14,10 @@
   "dependencies": {
     "@d11/react-native-fast-image": "^8.13.0",
     "@expo/vector-icons": "^15.0.3",
+    "@lottiefiles/dotlottie-react": "^0.13.5",
     "@react-native-async-storage/async-storage": "2.2.0",
     "@react-native-community/slider": "^5.0.1",
+    "@react-native-google-signin/google-signin": "^16.1.2",
     "@react-navigation/bottom-tabs": "^7.4.0",
     "@react-navigation/elements": "^2.6.3",
     "@react-navigation/native": "^7.1.26",
@@ -23,6 +26,7 @@
     "@six33/react-native-bg-removal": "^1.3.4",
     "burnt": "^0.13.0",
     "expo": "~54.0.30",
+    "expo-apple-authentication": "~8.0.8",
     "expo-audio": "~1.1.1",
     "expo-blur": "~15.0.8",
     "expo-build-properties": "~1.0.10",
@@ -30,6 +34,7 @@
     "expo-camera": "~17.0.10",
     "expo-clipboard": "~8.0.8",
     "expo-constants": "~18.0.12",
+    "expo-crypto": "~15.0.9",
     "expo-font": "~14.0.10",
     "expo-haptics": "~15.0.8",
     "expo-image": "~3.0.11",
@@ -65,6 +70,7 @@
     "@types/react": "~19.1.0",
     "eslint": "^9.25.0",
     "eslint-config-expo": "~10.0.0",
+    "patch-package": "^8.0.1",
     "typescript": "~5.9.2"
   },
   "private": true,
diff --git a/src/auth/appleAuth.ts b/src/auth/appleAuth.ts
new file mode 100644
index 0000000..83b9afc
--- /dev/null
+++ b/src/auth/appleAuth.ts
@@ -0,0 +1,50 @@
+import * as AppleAuthentication from "expo-apple-authentication";
+import * as Crypto from "expo-crypto";
+import { OAuthProvider, getAdditionalUserInfo, signInWithCredential } from "firebase/auth";
+
+import { auth } from "@/src/lib/firebase";
+import { saveNewUserProfile } from "@/src/auth/userProfile";
+
+function createRawNonce() {
+  return Array.from(Crypto.getRandomBytes(32))
+    .map((byte) => byte.toString(16).padStart(2, "0"))
+    .join("");
+}
+
+export async function signInWithApple(): Promise<void> {
+  const rawNonce = createRawNonce();
+  const hashedNonce = await Crypto.digestStringAsync(
+    Crypto.CryptoDigestAlgorithm.SHA256,
+    rawNonce,
+  );
+
+  const appleCredential = await AppleAuthentication.signInAsync({
+    requestedScopes: [
+      AppleAuthentication.AppleAuthenticationScope.FULL_NAME,
+      AppleAuthentication.AppleAuthenticationScope.EMAIL,
+    ],
+    nonce: hashedNonce,
+  });
+
+  if (!appleCredential.identityToken) {
+    throw new Error("Apple sign in failed: no identity token");
+  }
+
+  const fullName = appleCredential.fullName;
+  const displayName = fullName
+    ? [fullName.givenName, fullName.familyName].filter(Boolean).join(" ").trim() || null
+    : null;
+
+  const provider = new OAuthProvider("apple.com");
+  const firebaseCredential = provider.credential({
+    idToken: appleCredential.identityToken,
+    rawNonce,
+  });
+
+  const result = await signInWithCredential(auth, firebaseCredential);
+  const additionalUserInfo = getAdditionalUserInfo(result);
+
+  if (additionalUserInfo?.isNewUser) {
+    await saveNewUserProfile(result.user.uid, displayName ?? result.user.displayName, result.user.email);
+  }
+}
diff --git a/src/auth/authErrors.ts b/src/auth/authErrors.ts
new file mode 100644
index 0000000..e1b7587
--- /dev/null
+++ b/src/auth/authErrors.ts
@@ -0,0 +1,27 @@
+export function getAuthErrorMessage(error: unknown): string {
+  const code = (error as { code?: string; name?: string })?.code ?? (error as { name?: string })?.name;
+
+  switch (code) {
+    case "SIGN_IN_CANCELLED":
+      return "Sign in cancelled";
+    case "IN_PROGRESS":
+      return "Sign in already in progress";
+    case "PLAY_SERVICES_NOT_AVAILABLE":
+      return "Google Play Services not available";
+    case "1001":
+    case "ERR_REQUEST_CANCELED":
+      return "Sign in cancelled";
+    case "auth/account-exists-with-different-credential":
+      return "An account already exists with this email. Please sign in with your original method.";
+    case "auth/invalid-credential":
+      return "Sign in failed. Please try again.";
+    case "auth/user-disabled":
+      return "This account has been disabled.";
+    case "auth/network-request-failed":
+      return "Network error. Check your connection.";
+    case "auth/too-many-requests":
+      return "Too many attempts. Please wait a moment.";
+    default:
+      return "Sign in failed. Please try again.";
+  }
+}
diff --git a/src/auth/googleAuth.ts b/src/auth/googleAuth.ts
new file mode 100644
index 0000000..8f22799
--- /dev/null
+++ b/src/auth/googleAuth.ts
@@ -0,0 +1,51 @@
+import { GoogleSignin } from "@react-native-google-signin/google-signin";
+import { GoogleAuthProvider, getAdditionalUserInfo, signInWithCredential } from "firebase/auth";
+
+import { saveNewUserProfile } from "@/src/auth/userProfile";
+import { auth } from "@/src/lib/firebase";
+
+export function configureGoogleSignIn(): void {
+  GoogleSignin.configure({
+    webClientId: process.env.EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID,
+    iosClientId: process.env.EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID,
+    offlineAccess: false,
+    scopes: ["profile", "email"],
+  });
+}
+
+export async function signInWithGoogle(): Promise<void> {
+  await GoogleSignin.hasPlayServices({
+    showPlayServicesUpdateDialog: true,
+  });
+
+  const userInfo = await GoogleSignin.signIn();
+  if (userInfo.type === "cancelled") {
+    const error = new Error("Sign in cancelled");
+    error.name = "SIGN_IN_CANCELLED";
+    throw error;
+  }
+
+  const tokens = await GoogleSignin.getTokens();
+  if (!tokens.idToken) {
+    throw new Error("Google sign in failed: no idToken");
+  }
+
+  const googleCredential = GoogleAuthProvider.credential(tokens.idToken);
+  const result = await signInWithCredential(auth, googleCredential);
+  const additionalUserInfo = getAdditionalUserInfo(result);
+
+  if (additionalUserInfo?.isNewUser) {
+    await saveNewUserProfile(result.user.uid, result.user.displayName, result.user.email);
+  }
+}
+
+export async function signOutGoogle(): Promise<void> {
+  try {
+    if (GoogleSignin.hasPreviousSignIn() || GoogleSignin.getCurrentUser()) {
+      await GoogleSignin.revokeAccess();
+      await GoogleSignin.signOut();
+    }
+  } catch (error) {
+    console.log("[GoogleAuth] Sign out error:", error instanceof Error ? error.message : String(error));
+  }
+}
diff --git a/src/auth/googleAuth.web.ts b/src/auth/googleAuth.web.ts
new file mode 100644
index 0000000..095a290
--- /dev/null
+++ b/src/auth/googleAuth.web.ts
@@ -0,0 +1,24 @@
+import { GoogleAuthProvider, getAdditionalUserInfo, signInWithPopup } from "firebase/auth";
+
+import { saveNewUserProfile } from "@/src/auth/userProfile";
+import { auth } from "@/src/lib/firebase";
+
+export function configureGoogleSignIn(): void {
+  return;
+}
+
+export async function signInWithGoogle(): Promise<void> {
+  const provider = new GoogleAuthProvider();
+  provider.setCustomParameters({ prompt: "select_account" });
+
+  const result = await signInWithPopup(auth, provider);
+  const additionalUserInfo = getAdditionalUserInfo(result);
+
+  if (additionalUserInfo?.isNewUser) {
+    await saveNewUserProfile(result.user.uid, result.user.displayName, result.user.email);
+  }
+}
+
+export async function signOutGoogle(): Promise<void> {
+  return;
+}
diff --git a/src/auth/userProfile.ts b/src/auth/userProfile.ts
new file mode 100644
index 0000000..b44de34
--- /dev/null
+++ b/src/auth/userProfile.ts
@@ -0,0 +1,27 @@
+import {
+  EMPTY_USER_PROFILE_PREFERENCES,
+  saveUserAccountProfile,
+  saveUserProfilePreferences,
+} from "@/src/lib/userProfile";
+
+function firstNameFromDisplayName(displayName: string | null | undefined) {
+  return displayName?.trim().split(/\s+/)[0] ?? null;
+}
+
+export async function saveNewUserProfile(
+  uid: string,
+  displayName: string | null | undefined,
+  email: string | null | undefined,
+) {
+  const normalizedDisplayName = displayName?.trim() || null;
+  const firstName = firstNameFromDisplayName(normalizedDisplayName) ?? email?.split("@")[0]?.trim() ?? null;
+
+  await Promise.all([
+    saveUserAccountProfile(uid, { name: normalizedDisplayName }),
+    saveUserProfilePreferences(uid, {
+      ...EMPTY_USER_PROFILE_PREFERENCES,
+      firstName,
+      onboardingCompleted: false,
+    }),
+  ]);
+}
diff --git a/src/components/auth/AuthScaffold.tsx b/src/components/auth/AuthScaffold.tsx
index d054199..5ff09ff 100644
--- a/src/components/auth/AuthScaffold.tsx
+++ b/src/components/auth/AuthScaffold.tsx
@@ -80,21 +80,34 @@ export function AuthScaffold({
 
 export function AuthInput(props: React.ComponentProps<typeof TextInput>) {
   const { colors } = useAppTheme();
+  const isWeb = Platform.OS === "web";
+  const webInputStyle = isWeb
+    ? ({
+        outlineStyle: "none",
+        boxShadow: "none",
+        WebkitTextFillColor: colors.background,
+        opacity: 1,
+      } as const)
+    : null;
   return (
     <TextInput
-      placeholderTextColor={colors.textSecondary}
+      placeholderTextColor={isWeb ? "rgba(10,10,15,0.42)" : colors.textMuted}
+      selectionColor={colors.softPurple}
       {...props}
       style={[
         {
           borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.08)",
+          borderColor: isWeb ? "rgba(237,233,227,0.7)" : colors.border,
           borderRadius: 18,
-          backgroundColor: "rgba(255,255,255,0.03)",
-          color: colors.text,
+          backgroundColor: isWeb ? colors.ctaCream : colors.inputBackground,
+          color: isWeb ? colors.background : colors.textPrimary,
           paddingHorizontal: 16,
-          paddingVertical: 15,
-          fontSize: 16,
+          paddingVertical: 16,
+          fontSize: 17,
+          fontWeight: "700",
+          textShadowColor: "transparent",
         },
+        webInputStyle as React.ComponentProps<typeof TextInput>["style"],
         props.style,
       ]}
     />
@@ -131,8 +144,8 @@ export function SecondaryAuthButton({
         alignItems: "center",
         justifyContent: "center",
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
-        backgroundColor: "rgba(255,255,255,0.03)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceSoft,
         opacity: pressed ? 0.82 : 1,
       })}
     >
@@ -151,7 +164,7 @@ export function AuthInlineLink({
   const { colors } = useAppTheme();
   return (
     <Pressable onPress={onPress} style={({ pressed }) => ({ opacity: pressed ? 0.75 : 1 })}>
-      <Text style={{ color: colors.aiAccent, fontSize: 14, fontWeight: "800" }}>{label}</Text>
+      <Text style={{ color: colors.softPurple, fontSize: 14, fontWeight: "800" }}>{label}</Text>
     </Pressable>
   );
 }
diff --git a/src/lib/firebase.ts b/src/lib/firebase.ts
index f9a6978..319da6c 100644
--- a/src/lib/firebase.ts
+++ b/src/lib/firebase.ts
@@ -4,6 +4,8 @@ import { initializeAuth, type Persistence } from "firebase/auth";
 import { getFirestore } from "firebase/firestore";
 import { getStorage } from "firebase/storage";
 
+// Certificate pinning is handled by Firebase SDK.
+// Do not override or disable SSL verification anywhere in this codebase.
 const firebaseConfig = {
   apiKey: process.env.EXPO_PUBLIC_FIREBASE_API_KEY,
   authDomain: process.env.EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN,
diff --git a/src/lib/firebase.web.ts b/src/lib/firebase.web.ts
new file mode 100644
index 0000000..3430a70
--- /dev/null
+++ b/src/lib/firebase.web.ts
@@ -0,0 +1,18 @@
+import { initializeApp, getApps, getApp } from "firebase/app";
+import { getAuth } from "firebase/auth";
+import { getFirestore } from "firebase/firestore";
+import { getStorage } from "firebase/storage";
+
+const firebaseConfig = {
+  apiKey: process.env.EXPO_PUBLIC_FIREBASE_API_KEY,
+  authDomain: process.env.EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN,
+  projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID,
+  storageBucket: process.env.EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET,
+  messagingSenderId: process.env.EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID,
+  appId: process.env.EXPO_PUBLIC_FIREBASE_APP_ID,
+};
+
+export const app = getApps().length ? getApp() : initializeApp(firebaseConfig);
+export const auth = getAuth(app);
+export const db = getFirestore(app);
+export const storage = getStorage(app);

From 1abc352f41b0ea684a440f89f0a7d12a86c8de9c Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:49:40 -0500
Subject: [PATCH 25/93] feat(outfits): update outfit generation and access
 rules

---
 firestore.rules                      | 54 +++++++++++++++-
 functions/src/shared/outfitEngine.ts |  6 +-
 src/lib/outfitGenerator.ts           | 93 ++++++++++++++++++++++++++--
 3 files changed, 145 insertions(+), 8 deletions(-)

diff --git a/firestore.rules b/firestore.rules
index 72d4b39..d7634fa 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -14,6 +14,10 @@ service cloud.firestore {
       return status in ["AVAILABLE", "WORN", "IN_LAUNDRY"];
     }
 
+    function validLaundryStatus(status) {
+      return status in ["clean", "needs_wash", "in_laundry"];
+    }
+
     function validCategory(category) {
       return category in [
         "top",
@@ -95,6 +99,9 @@ service cloud.firestore {
       let changed = data.diff(resource.data).affectedKeys();
       return data is map
         && (!changed.hasAny(["status"]) || validStatus(data.status))
+        && (!changed.hasAny(["laundryStatus"]) || validLaundryStatus(data.laundryStatus))
+        && (!changed.hasAny(["laundryUpdatedAt"]) || data.laundryUpdatedAt is timestamp || data.laundryUpdatedAt is number)
+        && (!changed.hasAny(["lastWornAt"]) || data.lastWornAt is timestamp || data.lastWornAt is number || data.lastWornAt == null)
         && (!changed.hasAny(["category"]) || validCategory(data.category))
         && (!changed.hasAny(["subCategory"]) || validOptionalString(data.subCategory))
         && (!changed.hasAny(["brand"]) || validOptionalString(data.brand))
@@ -189,6 +196,9 @@ service cloud.firestore {
         && (!("lastMessagePreview" in data) || validOptionalString(data.lastMessagePreview))
         && (!("messageCount" in data) || data.messageCount is number)
         && (!("threadId" in data) || validOptionalString(data.threadId))
+        && (!("pinned" in data) || data.pinned is bool)
+        && (!("archived" in data) || data.archived is bool)
+        && (!("titleEdited" in data) || data.titleEdited is bool)
         && noForeignUidField(data, uid);
     }
 
@@ -206,6 +216,42 @@ service cloud.firestore {
         && noForeignUidField(data, uid);
     }
 
+    function validStyleEventDoc(data, uid) {
+      return data is map
+        && data.size() <= 50
+        && data.keys().hasAll(["type", "createdAt"])
+        && data.type is string
+        && (data.createdAt is number || data.createdAt is timestamp)
+        && noForeignUidField(data, uid);
+    }
+
+    function validSavedLookDoc(data, uid) {
+      return data is map
+        && data.size() <= 50
+        && data.keys().hasOnly([
+          "id",
+          "pieces",
+          "vibe",
+          "title",
+          "createdAt",
+          "updatedAt",
+          "source",
+          "sessionId",
+          "itemIds",
+          "stylingNote",
+          "previewImageUrls",
+          "outfitSnapshot",
+          "look",
+          "savedLookEventWritten",
+          "feedbackProcessed"
+        ])
+        && noForeignUidField(data, uid);
+    }
+
+    match /{document=**} {
+      allow read, write: if false;
+    }
+
     match /users/{uid} {
       allow read, write: if isOwner(uid);
 
@@ -267,11 +313,15 @@ service cloud.firestore {
       }
 
       match /styleEvents/{eventId} {
-        allow read, write: if isOwner(uid);
+        allow read: if isOwner(uid);
+        allow create, update: if isOwner(uid) && validStyleEventDoc(request.resource.data, uid);
+        allow delete: if isOwner(uid);
       }
 
       match /savedLooks/{lookId} {
-        allow read, write: if isOwner(uid);
+        allow read: if isOwner(uid);
+        allow create, update: if isOwner(uid) && validSavedLookDoc(request.resource.data, uid);
+        allow delete: if isOwner(uid);
       }
 
       match /savedOutfits/{lookId} {
diff --git a/functions/src/shared/outfitEngine.ts b/functions/src/shared/outfitEngine.ts
index 8417333..f2f54af 100644
--- a/functions/src/shared/outfitEngine.ts
+++ b/functions/src/shared/outfitEngine.ts
@@ -103,6 +103,7 @@ export type WardrobeItem = {
   colors?: string[];
   primaryColor?: string;
   status?: string;
+  laundryStatus?: string | null;
   isDraft?: boolean;
   draftState?: string | null;
   brand?: string | null;
@@ -1046,15 +1047,16 @@ export function filterEligibleItems(
 ): WardrobeItem[] {
   return items.filter((item) => {
     const ingestionStatus = getIngestionStatus(item);
+    const laundryStatus = String(item.laundryStatus ?? "").trim().toLowerCase();
     const status = String(item.status ?? "").trim().toUpperCase();
     const draftState = String(item.draftState ?? "").trim().toLowerCase();
     if (item.isDraft === true) return false;
     if (draftState && draftState !== "ready") return false;
     if (ingestionStatus !== "done") return false;
     if (intent.excludeLaundry) {
-      return status === "AVAILABLE";
+      return (laundryStatus ? laundryStatus === "clean" : status === "AVAILABLE");
     }
-    return status !== "IN_LAUNDRY";
+    return laundryStatus ? laundryStatus !== "in_laundry" : status !== "IN_LAUNDRY";
   });
 }
 
diff --git a/src/lib/outfitGenerator.ts b/src/lib/outfitGenerator.ts
index 0051d05..6c67176 100644
--- a/src/lib/outfitGenerator.ts
+++ b/src/lib/outfitGenerator.ts
@@ -1,5 +1,5 @@
 import { ClothingItem } from "../types/ClothingItem";
-import { MAX_WEARS_BEFORE_WASH, toCanonicalCategory } from "./items";
+import { MAX_WEARS_BEFORE_WASH, normalizeLaundryStatus, toCanonicalCategory } from "./items";
 
 export type OutfitIntent = {
   occasion?: string;
@@ -15,6 +15,7 @@ export type OutfitSuggestion = {
   itemIds: string[];
   title: string;
   reason: string;
+  missingSuggestions?: string[];
 };
 
 type DatedValue = { toDate?: () => Date } | number | Date | null | undefined;
@@ -183,14 +184,91 @@ function buildAccessoryOptions(items: ClothingItem[], includeAccessory: boolean)
   return out;
 }
 
+function missingCoreSuggestions({
+  tops,
+  bottoms,
+  shoes,
+}: {
+  tops: ClothingItem[];
+  bottoms: ClothingItem[];
+  shoes: ClothingItem[];
+}) {
+  return [
+    tops.length === 0 ? "Add to complete: a versatile top" : "",
+    bottoms.length === 0 ? "Add to complete: an easy bottom" : "",
+    shoes.length === 0 ? "Add to complete: a pair of shoes" : "",
+  ].filter(Boolean);
+}
+
+function generateSparseOutfits({
+  tops,
+  bottoms,
+  shoes,
+  outerwear,
+  accessories,
+  intent,
+}: {
+  tops: ClothingItem[];
+  bottoms: ClothingItem[];
+  shoes: ClothingItem[];
+  outerwear: ClothingItem[];
+  accessories: ClothingItem[];
+  intent: OutfitIntent;
+}): OutfitSuggestion[] {
+  const pools = [
+    tops.slice(0, 6),
+    bottoms.slice(0, 6),
+    shoes.slice(0, 6),
+    intent.includeOuterwear ? outerwear.slice(0, 4) : [],
+    intent.includeAccessory ? accessories.slice(0, 3) : [],
+  ].filter((pool) => pool.length > 0);
+
+  if (pools.length === 0) return [];
+
+  const missingSuggestions = missingCoreSuggestions({ tops, bottoms, shoes });
+  const candidates: ScoredOutfit[] = [];
+  const maxRows = Math.max(...pools.map((pool) => pool.length));
+
+  for (let index = 0; index < maxRows; index += 1) {
+    const comboItems = pools
+      .map((pool) => pool[index % pool.length])
+      .filter((item, itemIndex, list) => list.findIndex((entry) => entry.id === item.id) === itemIndex);
+    if (!comboItems.length) continue;
+    candidates.push({
+      itemIds: comboItems.map((item) => item.id),
+      score:
+        comboItems.length * 5 +
+        comboColorScore(comboItems) +
+        brandContinuityScore(comboItems) +
+        colorPreferenceBonus(comboItems, intent) -
+        wearPenalty(comboItems),
+      title: "",
+      reason:
+        missingSuggestions.length > 0
+          ? `Built only from available closet pieces. ${missingSuggestions.join("; ")}.`
+          : reasonText(comboItems, intent),
+    });
+  }
+
+  candidates.sort((a, b) => b.score - a.score || b.itemIds.length - a.itemIds.length);
+
+  return candidates.slice(0, 3).map((candidate, index) => ({
+    itemIds: candidate.itemIds,
+    title: `Closest Closet Look ${index + 1}`,
+    reason: candidate.reason,
+    missingSuggestions,
+  }));
+}
+
 export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): OutfitSuggestion[] {
   const today = new Date();
   const allowWornStatus = !!intent.allowRewearToday || !!intent.allowOverWearLimit;
 
   const filtered = items.filter((item) => {
     if (!item?.id) return false;
-    if (item.status === "IN_LAUNDRY") return false;
-    if (!allowWornStatus && item.status !== "AVAILABLE") return false;
+    const laundryStatus = normalizeLaundryStatus(item);
+    if (laundryStatus === "in_laundry") return false;
+    if (!allowWornStatus && laundryStatus !== "clean") return false;
     if (!intent.allowRewearToday && wasWornToday(item, today)) return false;
     if (!intent.allowOverWearLimit && Number(item.wearCountSinceWash ?? 0) >= MAX_WEARS_BEFORE_WASH) {
       return false;
@@ -205,7 +283,14 @@ export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): Ou
   const accessories = filtered.filter((i) => toCanonicalCategory(i.category) === "accessory");
 
   if (tops.length === 0 || bottoms.length === 0 || shoes.length === 0) {
-    return [];
+    return generateSparseOutfits({
+      tops,
+      bottoms,
+      shoes,
+      outerwear,
+      accessories,
+      intent,
+    });
   }
 
   const outerOptions = intent.includeOuterwear ? [null, ...outerwear.slice(0, 8)] : [null];

From e2420fa48c8c532a87d4264ca8504c77ac01b724 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:51:21 -0500
Subject: [PATCH 26/93] fix(aura): minor swipe interaction update

---
 app/aura/swipe.tsx | 49 +++++++++++++++++++++++-----------------------
 1 file changed, 25 insertions(+), 24 deletions(-)

diff --git a/app/aura/swipe.tsx b/app/aura/swipe.tsx
index cd01925..247b755 100644
--- a/app/aura/swipe.tsx
+++ b/app/aura/swipe.tsx
@@ -24,7 +24,7 @@ import Reanimated, {
 } from "react-native-reanimated";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
-import { Fonts } from "@/constants/theme";
+import { Colors, Fonts } from "@/constants/theme";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import AuraRing, { RING_SIZE_MD } from "@/src/components/brand/AuraRing";
 import { auraShadow, auraTheme } from "@/src/components/ai/aiTheme";
@@ -48,6 +48,7 @@ const SWIPE_X_THRESHOLD = 110;
 const SWIPE_Y_THRESHOLD = -110;
 const DOMINANT_AXIS_RATIO = 1.15;
 const NON_DOMINANT_DAMPING = 0.14;
+const palette = Colors.dark;
 
 function createEmptyItemsMap(items: ClothingItem[]) {
   return new Map(items.map((item) => [item.id, item]));
@@ -546,7 +547,7 @@ function HeaderButton({
 }) {
   return (
     <Pressable onPress={onPress} style={styles.headerButton}>
-      <Ionicons name={icon} size={16} color="#E7ECF4" />
+      <Ionicons name={icon} size={16} color={palette.textPrimary} />
       <Text style={styles.headerButtonText}>{label}</Text>
     </Pressable>
   );
@@ -576,8 +577,8 @@ function ActionButton({
         pressed && !disabled ? { transform: [{ scale: 0.98 }] } : null,
       ]}
     >
-      <Ionicons name={icon} size={15} color={primary ? "#07111A" : "#E8EDF5"} />
-      <Text style={[styles.actionButtonText, primary ? { color: "#07111A" } : null]}>{label}</Text>
+      <Ionicons name={icon} size={15} color={primary ? palette.ctaText : palette.textPrimary} />
+      <Text style={[styles.actionButtonText, primary ? { color: palette.ctaText } : null]}>{label}</Text>
     </Pressable>
   );
 }
@@ -641,7 +642,7 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
   },
   headerTitle: {
-    color: "#F6F8FB",
+    color: palette.textPrimary,
     fontSize: 18,
     fontWeight: "800",
     letterSpacing: -0.35,
@@ -659,7 +660,7 @@ const styles = StyleSheet.create({
     paddingVertical: 8,
   },
   headerButtonText: {
-    color: "#E7ECF4",
+    color: palette.textPrimary,
     fontSize: 12,
     fontWeight: "700",
     fontFamily: Fonts.sans,
@@ -686,7 +687,7 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
   },
   summaryValue: {
-    color: "#F6F8FB",
+    color: palette.textPrimary,
     fontSize: 13,
     fontWeight: "700",
     fontFamily: Fonts.sans,
@@ -713,7 +714,7 @@ const styles = StyleSheet.create({
     borderRadius: 999,
     borderWidth: 1,
     borderColor: auraTheme.borderAccent,
-    backgroundColor: "rgba(9,17,25,0.92)",
+    backgroundColor: palette.dockBackground,
     paddingHorizontal: 12,
     paddingVertical: 8,
   },
@@ -763,15 +764,15 @@ const styles = StyleSheet.create({
     borderWidth: 1,
   },
   actionPrimary: {
-    backgroundColor: auraTheme.accent,
-    borderColor: "rgba(255,255,255,0.14)",
+    backgroundColor: palette.ctaCream,
+    borderColor: palette.borderStrong,
   },
   actionSecondary: {
     backgroundColor: auraTheme.surfaceStrong,
     borderColor: auraTheme.borderSoft,
   },
   actionButtonText: {
-    color: "#E8EDF5",
+    color: palette.textPrimary,
     fontSize: 13,
     fontWeight: "800",
     fontFamily: Fonts.sans,
@@ -789,7 +790,7 @@ const styles = StyleSheet.create({
     ...auraShadow(0.18),
   },
   stateTitle: {
-    color: "#F6F8FB",
+    color: palette.textPrimary,
     fontSize: 24,
     lineHeight: 28,
     fontWeight: "800",
@@ -811,7 +812,7 @@ const styles = StyleSheet.create({
     paddingVertical: 8,
   },
   stateButtonText: {
-    color: "#F6F8FB",
+    color: palette.textPrimary,
     fontSize: 12.5,
     fontWeight: "800",
     fontFamily: Fonts.sans,
@@ -852,14 +853,14 @@ const styles = StyleSheet.create({
   },
   modalScrim: {
     flex: 1,
-    backgroundColor: "rgba(0,0,0,0.45)",
+    backgroundColor: palette.overlay,
     justifyContent: "flex-end",
   },
   modalCard: {
     maxHeight: "88%",
     borderTopLeftRadius: 28,
     borderTopRightRadius: 28,
-    backgroundColor: "#09111A",
+    backgroundColor: palette.surfaceElevated,
     paddingHorizontal: 18,
     paddingTop: 18,
   },
@@ -877,7 +878,7 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
   },
   modalTitle: {
-    color: "#F6F8FB",
+    color: palette.textPrimary,
     fontSize: 22,
     lineHeight: 26,
     fontWeight: "800",
@@ -914,7 +915,7 @@ const styles = StyleSheet.create({
   },
   pieceName: {
     flex: 1,
-    color: "#EDF1F7",
+    color: palette.textPrimary,
     fontSize: 13.5,
     lineHeight: 18,
     fontFamily: Fonts.sans,
@@ -926,9 +927,9 @@ const styles = StyleSheet.create({
     paddingHorizontal: 16,
     paddingBottom: 14,
     borderRadius: 32,
-    backgroundColor: "#0D141D",
+    backgroundColor: palette.surface,
     borderWidth: 1,
-    borderColor: "rgba(177, 197, 223, 0.1)",
+    borderColor: palette.border,
   },
   shellHeader: {
     gap: 10,
@@ -937,13 +938,13 @@ const styles = StyleSheet.create({
     width: 84,
     height: 22,
     borderRadius: 999,
-    backgroundColor: "rgba(140, 168, 198, 0.09)",
+    backgroundColor: palette.purpleSurface,
     borderWidth: 1,
-    borderColor: "rgba(160, 185, 214, 0.08)",
+    borderColor: palette.purpleBorder,
   },
   shellLine: {
     borderRadius: 999,
-    backgroundColor: "rgba(160, 185, 214, 0.08)",
+    backgroundColor: palette.purpleSurface,
   },
   shellTitleLine: {
     width: "58%",
@@ -957,9 +958,9 @@ const styles = StyleSheet.create({
     flex: 1,
     minHeight: 388,
     borderRadius: 28,
-    backgroundColor: "rgba(244, 240, 235, 0.2)",
+    backgroundColor: palette.outfitBoardBackground,
     borderWidth: 1,
-    borderColor: "rgba(236, 239, 244, 0.08)",
+    borderColor: "rgba(17,19,26,0.08)",
   },
   shellBoardDeep: {
     minHeight: 372,

From 3498d8a72eab6353addf00bd42a8f65517ef5a32 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:51:38 -0500
Subject: [PATCH 27/93] feat(ui): add haptics utility

---
 src/lib/haptics.ts | 72 ++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 72 insertions(+)
 create mode 100644 src/lib/haptics.ts

diff --git a/src/lib/haptics.ts b/src/lib/haptics.ts
new file mode 100644
index 0000000..9b38fe3
--- /dev/null
+++ b/src/lib/haptics.ts
@@ -0,0 +1,72 @@
+import * as ExpoHaptics from "expo-haptics";
+import { Platform } from "react-native";
+
+export type AuraHapticType =
+  | "light"
+  | "medium"
+  | "selection"
+  | "success"
+  | "warning"
+  | "error";
+
+async function runSafely(task: () => Promise<void>) {
+  if (Platform.OS === "web") return;
+  try {
+    await task();
+  } catch {
+    // no-op
+  }
+}
+
+export function impactLight() {
+  return runSafely(() =>
+    ExpoHaptics.impactAsync(ExpoHaptics.ImpactFeedbackStyle.Light),
+  );
+}
+
+export function impactMedium() {
+  return runSafely(() =>
+    ExpoHaptics.impactAsync(ExpoHaptics.ImpactFeedbackStyle.Medium),
+  );
+}
+
+export function selection() {
+  return runSafely(() => ExpoHaptics.selectionAsync());
+}
+
+export function notificationSuccess() {
+  return runSafely(() =>
+    ExpoHaptics.notificationAsync(ExpoHaptics.NotificationFeedbackType.Success),
+  );
+}
+
+export function notificationWarning() {
+  return runSafely(() =>
+    ExpoHaptics.notificationAsync(ExpoHaptics.NotificationFeedbackType.Warning),
+  );
+}
+
+export function notificationError() {
+  return runSafely(() =>
+    ExpoHaptics.notificationAsync(ExpoHaptics.NotificationFeedbackType.Error),
+  );
+}
+
+export function runHaptic(type?: AuraHapticType | null) {
+  switch (type) {
+    case "light":
+      return impactLight();
+    case "medium":
+      return impactMedium();
+    case "selection":
+      return selection();
+    case "success":
+      return notificationSuccess();
+    case "warning":
+      return notificationWarning();
+    case "error":
+      return notificationError();
+    default:
+      return Promise.resolve();
+  }
+}

From f7d4508dbde5d46fb4765eb85067300f2060c28c Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 02:52:47 -0500
Subject: [PATCH 28/93] chore: ignore IDE files

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 762a87f..d011f6a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -34,3 +34,4 @@ android/
 ios.build/
 android.build/
 .claude/
+.idea/

From 5fe46c606dc0d1b9880ed950cc4fbbd3a3a8a787 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 03:32:21 -0500
Subject: [PATCH 29/93] Fix Vision cutout edge halos

---
 .gitignore                                    |    4 +-
 .../expo-vision-bg/ios/ExpoVisionBg.podspec   |   22 +
 .../ios/ExpoVisionBgModule.swift              | 1203 +++++++++++++++++
 src/addItem/controllerShared.ts               |    7 +-
 src/addItem/selectors.ts                      |    8 +-
 src/bg/removeBackground.ts                    |    6 +-
 src/components/PhotoEditorSection.tsx         |    6 +-
 src/lib/auraAttachments.ts                    |    6 +-
 8 files changed, 1243 insertions(+), 19 deletions(-)
 create mode 100644 modules/expo-vision-bg/ios/ExpoVisionBg.podspec
 create mode 100644 modules/expo-vision-bg/ios/ExpoVisionBgModule.swift

diff --git a/.gitignore b/.gitignore
index d011f6a..a55f067 100644
--- a/.gitignore
+++ b/.gitignore
@@ -29,8 +29,8 @@ GoogleService-Info.plist
 expo-env.d.ts
 # @end expo-cli
 
-ios/
-android/
+/ios/
+/android/
 ios.build/
 android.build/
 .claude/
diff --git a/modules/expo-vision-bg/ios/ExpoVisionBg.podspec b/modules/expo-vision-bg/ios/ExpoVisionBg.podspec
new file mode 100644
index 0000000..7e75595
--- /dev/null
+++ b/modules/expo-vision-bg/ios/ExpoVisionBg.podspec
@@ -0,0 +1,22 @@
+require "json"
+
+package = JSON.parse(File.read(File.join(__dir__, "..", "package.json")))
+
+Pod::Spec.new do |s|
+  s.name           = "ExpoVisionBg"
+  s.version        = package["version"]
+  s.summary        = package["description"]
+  s.description    = package["description"]
+  s.license        = package["license"]
+  s.author         = "Expo Vision Bg"
+  s.homepage       = "https://example.com/expo-vision-bg"
+  s.platforms      = { :ios => "17.0" }
+  s.ios.deployment_target = "17.0"
+  s.swift_version  = "5.4"
+  s.source         = { :git => "https://example.com/expo-vision-bg.git", :tag => s.version.to_s }
+  s.static_framework = true
+
+  s.dependency "ExpoModulesCore"
+  s.source_files = "**/*.{h,m,swift}"
+  s.pod_target_xcconfig = { "DEFINES_MODULE" => "YES" }
+end
diff --git a/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift b/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
new file mode 100644
index 0000000..a464ee1
--- /dev/null
+++ b/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
@@ -0,0 +1,1203 @@
+import ExpoModulesCore
+import Foundation
+import Vision
+import CoreImage
+import ImageIO
+import UniformTypeIdentifiers
+
+enum VisionBgError: Error {
+  case unsupported
+  case badInput(String)
+  case maskGenerationFailed
+  case outputWriteFailed
+
+  var localizedDescription: String {
+    switch self {
+    case .unsupported:
+      return "Vision instance mask requires iOS 17+/supported SDK."
+    case .badInput(let details):
+      return "Invalid image input: \(details)"
+    case .maskGenerationFailed:
+      return "Vision failed to generate a foreground mask for this image."
+    case .outputWriteFailed:
+      return "Failed to write cutout PNG to temporary storage."
+    }
+  }
+}
+
+public class ExpoVisionBgModule: Module {
+  private struct BrandMatch {
+    let brand: String
+    let confidence: Double
+  }
+
+  private static let thresholdKernel = CIColorKernel(source: """
+  kernel vec4 thresholdMask(__sample mask, float threshold) {
+    float value = max(mask.r, max(mask.g, mask.b));
+    float alpha = value >= threshold ? 1.0 : 0.0;
+    return vec4(alpha, alpha, alpha, alpha);
+  }
+  """)
+
+  private static let antialiasMaskKernel = CIColorKernel(source: """
+  kernel vec4 antialiasMask(__sample mask) {
+    float value = clamp(max(mask.r, max(mask.g, mask.b)), 0.0, 1.0);
+    float alpha = smoothstep(0.02, 0.98, value);
+    return vec4(alpha, alpha, alpha, alpha);
+  }
+  """)
+
+  private static let edgeDecontaminationKernel = CIColorKernel(source: """
+  kernel vec4 decontaminateEdge(__sample source, __sample interiorColor, __sample alphaMask) {
+    float alpha = clamp(max(alphaMask.r, max(alphaMask.g, alphaMask.b)), 0.0, 1.0);
+    if (alpha <= 0.001) {
+      return vec4(0.0, 0.0, 0.0, 0.0);
+    }
+
+    float interiorAlpha = clamp(interiorColor.a, 0.0, 1.0);
+    float partialEdge = (1.0 - smoothstep(0.92, 0.995, alpha)) * smoothstep(0.005, 0.08, alpha);
+    float safeInterior = smoothstep(0.005, 0.05, interiorAlpha);
+    vec3 safeRGB = mix(source.rgb, interiorColor.rgb, safeInterior);
+    vec3 rgb = mix(source.rgb, safeRGB, partialEdge);
+    return vec4(rgb, alpha);
+  }
+  """)
+
+  private static let softThresholdKernel = CIColorKernel(source: """
+  kernel vec4 softThresholdMask(__sample mask, float threshold, float softness) {
+    float value = max(mask.r, max(mask.g, mask.b));
+    float safeSoftness = max(softness, 0.0001);
+    float alpha = smoothstep(threshold - safeSoftness, threshold + safeSoftness, value);
+    return vec4(alpha, alpha, alpha, alpha);
+  }
+  """)
+
+  private static let alphaRampKernel = CIColorKernel(source: """
+  kernel vec4 alphaRampMask(__sample mask, float threshold, float softness) {
+    float value = max(mask.r, max(mask.g, mask.b));
+    float safeSoftness = max(softness, 0.0001);
+    float low = max(0.0, threshold - safeSoftness);
+    float high = min(1.0, threshold + safeSoftness);
+    float alpha = smoothstep(low, high, value);
+    return vec4(alpha, alpha, alpha, alpha);
+  }
+  """)
+
+  private static let boundaryBandKernel = CIColorKernel(source: """
+  kernel vec4 boundaryBandMask(__sample mask) {
+    float value = clamp(max(mask.r, max(mask.g, mask.b)), 0.0, 1.0);
+    float centered = abs(value - 0.5) * 2.0;
+    float band = 1.0 - smoothstep(0.10, 0.52, centered);
+    return vec4(band, band, band, band);
+  }
+  """)
+
+  private static let edgeGuidedRefineKernel = CIColorKernel(source: """
+  kernel vec4 edgeGuidedRefine(__sample mask, __sample edgeMap, __sample boundaryBand, float strength) {
+    float alpha = clamp(max(mask.r, max(mask.g, mask.b)), 0.0, 1.0);
+    float edge = clamp(max(edgeMap.r, max(edgeMap.g, edgeMap.b)), 0.0, 1.0);
+    float band = clamp(max(boundaryBand.r, max(boundaryBand.g, boundaryBand.b)), 0.0, 1.0);
+    float weight = clamp(edge * band * strength, 0.0, 1.0);
+    float boosted = clamp(alpha + (alpha - 0.5) * edge * 0.55, 0.0, 1.0);
+    float sharpened = smoothstep(0.34, 0.66, boosted);
+    float refined = mix(alpha, sharpened, weight);
+    return vec4(refined, refined, refined, refined);
+  }
+  """)
+
+  private static let bandDifferenceKernel = CIColorKernel(source: """
+  kernel vec4 bandDifference(__sample outerMask, __sample innerMask, float strength) {
+    float outerValue = clamp(max(outerMask.r, max(outerMask.g, outerMask.b)), 0.0, 1.0);
+    float innerValue = clamp(max(innerMask.r, max(innerMask.g, innerMask.b)), 0.0, 1.0);
+    float band = clamp((outerValue - innerValue) * strength, 0.0, 1.0);
+    return vec4(band, band, band, band);
+  }
+  """)
+
+  private static let cleanupBlendMaskKernel = CIColorKernel(source: """
+  kernel vec4 cleanupBlendMask(__sample boundaryBand, __sample alphaMask, __sample edgeMap, float blendStrength) {
+    float band = clamp(max(boundaryBand.r, max(boundaryBand.g, boundaryBand.b)), 0.0, 1.0);
+    float alpha = clamp(max(alphaMask.r, max(alphaMask.g, alphaMask.b)), 0.0, 1.0);
+    float edge = clamp(max(edgeMap.r, max(edgeMap.g, edgeMap.b)), 0.0, 1.0);
+    float safeInterior = smoothstep(0.05, 0.35, alpha);
+    float edgeLimiter = 1.0 - smoothstep(0.72, 1.0, edge) * 0.35;
+    float weight = clamp(band * safeInterior * blendStrength * edgeLimiter, 0.0, 1.0);
+    return vec4(weight, weight, weight, weight);
+  }
+  """)
+
+  public func definition() -> ModuleDefinition {
+    Name("ExpoVisionBg")
+
+    AsyncFunction("removeBackground") { (imageUri: String, options: [String: Any]?) -> [String: Any] in
+      guard #available(iOS 17.0, *) else {
+        throw VisionBgError.unsupported
+      }
+
+      let cgImage = try self.loadOrientedCGImage(from: imageUri)
+      let threshold = self.clamp(self.doubleValue(options?["threshold"]), min: 0, max: 1, fallback: 0.64)
+      let cleanupRadius = self.clampInt(self.doubleValue(options?["cleanupRadius"]), min: 0, max: 8, fallback: 2)
+      let feather = self.clampInt(self.doubleValue(options?["feather"]), min: 0, max: 6, fallback: 0)
+      let edgeTighten = self.clamp(self.doubleValue(options?["edgeTighten"]), min: 0, max: 1, fallback: 0.45)
+      let edgePolish = self.clamp(self.doubleValue(options?["edgePolish"]), min: 0, max: 1, fallback: 0.5)
+      let maskToAlpha = self.boolValue(options?["maskToAlpha"], fallback: true)
+      let result = try self.generateCutout(
+        cgImage: cgImage,
+        threshold: threshold,
+        cleanupRadius: cleanupRadius,
+        feather: feather,
+        edgeTighten: edgeTighten,
+        edgePolish: edgePolish,
+        maskToAlpha: maskToAlpha
+      )
+
+      var payload: [String: Any] = [
+        "uri": result.outputUrl.absoluteString,
+        "width": result.width,
+        "height": result.height,
+        "hasAlphaChannel": result.hasAlphaChannel,
+        "hasTransparency": result.hasTransparency,
+        "transparentPixelRatio": result.transparentPixelRatio,
+        "transparentPixelCount": result.transparentPixelCount
+      ]
+      if let maskUrl = result.maskUrl {
+        payload["maskUri"] = maskUrl.absoluteString
+      }
+      if let contentBounds = result.contentBounds {
+        payload["contentBounds"] = [
+          "x": contentBounds.origin.x,
+          "y": contentBounds.origin.y,
+          "width": contentBounds.size.width,
+          "height": contentBounds.size.height
+        ]
+      }
+      return payload
+    }
+    .runOnQueue(DispatchQueue.global(qos: .userInitiated))
+
+    AsyncFunction("detectBrandLogo") { (imageUri: String) -> [String: Any] in
+      let startedAt = CFAbsoluteTimeGetCurrent()
+      let cgImage = try self.loadOrientedCGImage(from: imageUri)
+      var matches = self.detectBrandCandidates(in: cgImage)
+
+      if matches.isEmpty {
+        matches = self.detectBrandCandidatesInRectangles(in: cgImage)
+      }
+
+      let elapsed = CFAbsoluteTimeGetCurrent() - startedAt
+      if elapsed > 1.5 {
+        print("[BrandDetect] timeout elapsed=\(elapsed)")
+        return [
+          "brand": NSNull(),
+          "confidence": NSNull(),
+          "candidates": []
+        ]
+      }
+
+      guard let best = matches.max(by: { $0.confidence < $1.confidence }) else {
+        print("[BrandDetect] no match")
+        return [
+          "brand": NSNull(),
+          "confidence": NSNull(),
+          "candidates": []
+        ]
+      }
+
+      let candidates = matches
+        .sorted(by: { $0.confidence > $1.confidence })
+        .prefix(3)
+        .map { ["brand": $0.brand, "confidence": $0.confidence] }
+
+      print("[BrandDetect] result brand=\(best.brand) conf=\(best.confidence)")
+      return [
+        "brand": best.brand,
+        "confidence": best.confidence,
+        "candidates": candidates
+      ]
+    }
+    .runOnQueue(DispatchQueue.global(qos: .userInitiated))
+  }
+
+  @available(iOS 17.0, *)
+  private func generateCutout(
+    cgImage: CGImage,
+    threshold: Double,
+    cleanupRadius: Int,
+    feather: Int,
+    edgeTighten: Double,
+    edgePolish: Double,
+    maskToAlpha: Bool
+  ) throws -> (
+    outputUrl: URL,
+    maskUrl: URL?,
+    contentBounds: CGRect?,
+    width: Int,
+    height: Int,
+    hasAlphaChannel: Bool,
+    hasTransparency: Bool,
+    transparentPixelRatio: Double,
+    transparentPixelCount: Int
+  ) {
+    let width = cgImage.width
+    let height = cgImage.height
+
+    let request = VNGenerateForegroundInstanceMaskRequest()
+    let handler = VNImageRequestHandler(cgImage: cgImage, options: [:])
+    try handler.perform([request])
+
+    guard
+      let observation = request.results?.first as? VNInstanceMaskObservation
+    else {
+      throw VisionBgError.maskGenerationFailed
+    }
+
+    let instances = observation.allInstances
+    guard !instances.isEmpty else {
+      throw VisionBgError.maskGenerationFailed
+    }
+
+    let maskPixelBuffer = try observation.generateScaledMaskForImage(
+      forInstances: instances,
+      from: handler
+    )
+
+    let input = CIImage(cgImage: cgImage)
+    let rawMask = CIImage(cvPixelBuffer: maskPixelBuffer)
+    print("[VisionBG] mask params: threshold=\(threshold), radius=\(cleanupRadius), feather=\(feather), edgeTighten=\(edgeTighten), edgePolish=\(edgePolish), maskToAlpha=\(maskToAlpha)")
+    let masks = self.processedMaskImages(
+      rawMask,
+      to: input.extent,
+      threshold: Float(threshold),
+      cleanupRadius: cleanupRadius,
+      feather: feather,
+      edgeTighten: Float(edgeTighten),
+      maskToAlpha: maskToAlpha
+    )
+    let mask = masks.alphaMask
+    print("[VisionBG] mask image generated extent=\(mask.extent)")
+    let cutout = self.decontaminatedCutout(
+      sourceImage: input,
+      alphaMask: mask,
+      interiorMask: masks.interiorMask,
+      targetExtent: input.extent
+    )
+    print("[VisionBG] cutout image generated extent=\(cutout.extent)")
+
+    let ciContext = CIContext(options: nil)
+    guard let previewCGImage = ciContext.createCGImage(cutout, from: input.extent) else {
+      throw VisionBgError.maskGenerationFailed
+    }
+
+    let previewAlphaInfo = previewCGImage.alphaInfo
+    print("[VisionBG] preview alpha info: \(previewAlphaInfo.rawValue)")
+    assert(self.hasAlpha(previewAlphaInfo), "Vision output should preserve alpha")
+
+    let outputUrl = try self.writePngImage(
+      cutout,
+      extent: input.extent,
+      prefix: "vision-cutout",
+      context: ciContext
+    )
+    let maskUrl = try self.writePngImage(
+      mask,
+      extent: input.extent,
+      prefix: "vision-mask",
+      context: ciContext
+    )
+
+    print("[VisionBG] output written outputUrl=\(outputUrl.absoluteString) maskUrl=\(maskUrl.absoluteString)")
+
+    let exportedCutout = try self.loadOrientedCGImage(from: outputUrl.absoluteString)
+    let exportedAlphaInfo = exportedCutout.alphaInfo
+    print("[VisionBG] exported alpha info: \(exportedAlphaInfo.rawValue)")
+    let transparency = self.transparencyStats(for: exportedCutout)
+    let contentBounds = self.alphaBounds(for: exportedCutout)
+    print("[VisionBG] transparency stats exportedImage=true hasTransparency=\(transparency.hasTransparency) ratio=\(transparency.ratio) count=\(transparency.transparentPixelCount)")
+
+    return (
+      outputUrl,
+      maskUrl,
+      contentBounds,
+      width,
+      height,
+      self.hasAlpha(exportedAlphaInfo),
+      transparency.hasTransparency,
+      transparency.ratio,
+      transparency.transparentPixelCount
+    )
+  }
+
+  private func writePngImage(
+    _ image: CIImage,
+    extent: CGRect,
+    prefix: String,
+    context: CIContext
+  ) throws -> URL {
+    let outputUrl = FileManager.default.temporaryDirectory
+      .appendingPathComponent("\(prefix)-\(UUID().uuidString)")
+      .appendingPathExtension("png")
+    do {
+      try context.writePNGRepresentation(
+        of: image.cropped(to: extent),
+        to: outputUrl,
+        format: .RGBA8,
+        colorSpace: CGColorSpaceCreateDeviceRGB(),
+        options: [:]
+      )
+    } catch {
+      print("[VisionBG] png export failed prefix=\(prefix) error=\(error)")
+      throw VisionBgError.outputWriteFailed
+    }
+
+    return outputUrl
+  }
+
+  private func transparencyStats(for image: CGImage) -> (
+    hasTransparency: Bool,
+    ratio: Double,
+    transparentPixelCount: Int
+  ) {
+    let alphaInfo = image.alphaInfo
+    guard hasAlpha(alphaInfo) else {
+      return (false, 0, 0)
+    }
+
+    let width = image.width
+    let height = image.height
+    guard width > 0, height > 0 else {
+      return (false, 0, 0)
+    }
+
+    let colorSpace = CGColorSpaceCreateDeviceRGB()
+    let bytesPerPixel = 4
+    let bytesPerRow = bytesPerPixel * width
+    let totalBytes = bytesPerRow * height
+    var buffer = [UInt8](repeating: 0, count: totalBytes)
+
+    let bitmapInfo = CGBitmapInfo.byteOrder32Big.union(
+      CGBitmapInfo(rawValue: CGImageAlphaInfo.premultipliedLast.rawValue)
+    )
+
+    let rendered = buffer.withUnsafeMutableBytes { rawBuffer -> Bool in
+      guard let baseAddress = rawBuffer.baseAddress,
+            let context = CGContext(
+              data: baseAddress,
+              width: width,
+              height: height,
+              bitsPerComponent: 8,
+              bytesPerRow: bytesPerRow,
+              space: colorSpace,
+              bitmapInfo: bitmapInfo.rawValue
+            ) else {
+        return false
+      }
+
+      context.draw(image, in: CGRect(x: 0, y: 0, width: width, height: height))
+      return true
+    }
+
+    guard rendered else {
+      return (false, 0, 0)
+    }
+
+    var transparentPixelCount = 0
+    var index = 3
+    while index < buffer.count {
+      if buffer[index] < 250 {
+        transparentPixelCount += 1
+      }
+      index += bytesPerPixel
+    }
+
+    let totalPixels = width * height
+    let ratio = totalPixels > 0 ? Double(transparentPixelCount) / Double(totalPixels) : 0
+    return (transparentPixelCount > 0, ratio, transparentPixelCount)
+  }
+
+  private func alphaBounds(for image: CGImage) -> CGRect? {
+    let alphaInfo = image.alphaInfo
+    guard hasAlpha(alphaInfo) else {
+      return nil
+    }
+
+    let width = image.width
+    let height = image.height
+    guard width > 0, height > 0 else {
+      return nil
+    }
+
+    let colorSpace = CGColorSpaceCreateDeviceRGB()
+    let bytesPerPixel = 4
+    let bytesPerRow = bytesPerPixel * width
+    let totalBytes = bytesPerRow * height
+    var buffer = [UInt8](repeating: 0, count: totalBytes)
+
+    let bitmapInfo = CGBitmapInfo.byteOrder32Big.union(
+      CGBitmapInfo(rawValue: CGImageAlphaInfo.premultipliedLast.rawValue)
+    )
+
+    let rendered = buffer.withUnsafeMutableBytes { rawBuffer -> Bool in
+      guard let baseAddress = rawBuffer.baseAddress,
+            let context = CGContext(
+              data: baseAddress,
+              width: width,
+              height: height,
+              bitsPerComponent: 8,
+              bytesPerRow: bytesPerRow,
+              space: colorSpace,
+              bitmapInfo: bitmapInfo.rawValue
+            ) else {
+        return false
+      }
+
+      context.draw(image, in: CGRect(x: 0, y: 0, width: width, height: height))
+      return true
+    }
+
+    guard rendered else {
+      return nil
+    }
+
+    var minX = width
+    var minY = height
+    var maxX = -1
+    var maxY = -1
+
+    for y in 0..<height {
+      for x in 0..<width {
+        let index = (y * bytesPerRow) + (x * bytesPerPixel) + 3
+        if buffer[index] >= 12 {
+          if x < minX { minX = x }
+          if y < minY { minY = y }
+          if x > maxX { maxX = x }
+          if y > maxY { maxY = y }
+        }
+      }
+    }
+
+    guard maxX >= minX, maxY >= minY else {
+      return nil
+    }
+
+    return CGRect(
+      x: CGFloat(minX),
+      y: CGFloat(minY),
+      width: CGFloat(maxX - minX + 1),
+      height: CGFloat(maxY - minY + 1)
+    )
+  }
+
+  private func loadOrientedCGImage(from uri: String) throws -> CGImage {
+    guard let inputUrl = normalizeFileUrl(uri) else {
+      throw VisionBgError.badInput("The URI is not a valid local file path.")
+    }
+
+    guard let imageSource = CGImageSourceCreateWithURL(inputUrl as CFURL, nil),
+          let cgImage = CGImageSourceCreateImageAtIndex(imageSource, 0, nil) else {
+      throw VisionBgError.badInput("Could not load image data.")
+    }
+
+    let properties = CGImageSourceCopyPropertiesAtIndex(imageSource, 0, nil) as? [CFString: Any]
+    let orientationRaw = (properties?[kCGImagePropertyOrientation] as? UInt32) ?? 1
+    let orientation = CGImagePropertyOrientation(rawValue: orientationRaw) ?? .up
+    let orientedImage = CIImage(cgImage: cgImage).oriented(orientation)
+    let ciContext = CIContext(options: nil)
+
+    guard let orientedCGImage = ciContext.createCGImage(orientedImage, from: orientedImage.extent) else {
+      throw VisionBgError.badInput("Could not apply image orientation.")
+    }
+
+    return orientedCGImage
+  }
+
+  @available(iOS 17.0, *)
+  private func scaledMaskImage(_ mask: CIImage, to targetExtent: CGRect) -> CIImage {
+    let fromExtent = mask.extent
+    guard fromExtent.width > 0, fromExtent.height > 0 else {
+      return mask.cropped(to: targetExtent)
+    }
+
+    let scaleX = targetExtent.width / fromExtent.width
+    let scaleY = targetExtent.height / fromExtent.height
+
+    let scaled = mask
+      .applyingFilter("CILanczosScaleTransform", parameters: [
+        kCIInputScaleKey: scaleX,
+        kCIInputAspectRatioKey: scaleY / max(scaleX, 0.0001),
+      ])
+      .cropped(to: CGRect(
+        x: targetExtent.origin.x,
+        y: targetExtent.origin.y,
+        width: targetExtent.width,
+        height: targetExtent.height
+      ))
+
+    return scaled.cropped(to: targetExtent)
+  }
+
+  private func resampledImage(_ image: CIImage, to targetExtent: CGRect) -> CIImage {
+    let fromExtent = image.extent
+    guard fromExtent.width > 0, fromExtent.height > 0 else {
+      return image.cropped(to: targetExtent)
+    }
+
+    let scaleX = targetExtent.width / fromExtent.width
+    let scaleY = targetExtent.height / fromExtent.height
+
+    let resampled = image
+      .applyingFilter("CILanczosScaleTransform", parameters: [
+        kCIInputScaleKey: scaleX,
+        kCIInputAspectRatioKey: scaleY / max(scaleX, 0.0001),
+      ])
+      .cropped(to: CGRect(
+        x: targetExtent.origin.x,
+        y: targetExtent.origin.y,
+        width: targetExtent.width,
+        height: targetExtent.height
+      ))
+
+    return resampled.cropped(to: targetExtent)
+  }
+
+  @available(iOS 17.0, *)
+  private func processedMaskImages(
+    _ mask: CIImage,
+    to targetExtent: CGRect,
+    threshold: Float,
+    cleanupRadius: Int,
+    feather: Int,
+    edgeTighten: Float,
+    maskToAlpha: Bool
+  ) -> (alphaMask: CIImage, interiorMask: CIImage) {
+    let maxDimension = max(targetExtent.width, targetExtent.height)
+    let workingScale: CGFloat
+    if maxDimension <= 1600 {
+      workingScale = 2.0
+    } else if maxDimension <= 2600 {
+      workingScale = 1.5
+    } else {
+      workingScale = 1.25
+    }
+
+    let workingExtent = CGRect(
+      x: 0,
+      y: 0,
+      width: targetExtent.width * workingScale,
+      height: targetExtent.height * workingScale
+    )
+
+    var result = scaledMaskImage(mask, to: workingExtent)
+
+    // Vision instance masks are soft confidence masks, not finished alpha mattes.
+    // Keep the confidence values, then convert them into a clean clothing cutout matte.
+    if maskToAlpha {
+      result = result
+        .applyingFilter("CIMaskToAlpha")
+        .cropped(to: workingExtent)
+    }
+
+    result = result
+      .applyingFilter("CIColorControls", parameters: [
+        kCIInputSaturationKey: 0,
+        kCIInputBrightnessKey: 0,
+        kCIInputContrastKey: 1.04
+      ])
+      .cropped(to: workingExtent)
+
+    if cleanupRadius > 0 {
+      result = result
+        .applyingFilter("CIMedianFilter")
+        .cropped(to: workingExtent)
+    }
+
+    var tightMask = thresholdMaskImage(result, threshold: threshold, to: workingExtent)
+
+    // Edge tightening removes the halo-prone outer rim while keeping garment structure intact.
+    let erosionRadius = edgeTightenErosionPixels(edgeTighten) * workingScale
+    if erosionRadius > 0.05 {
+      tightMask = tightMask
+        .applyingFilter("CIMorphologyMinimum", parameters: [
+          kCIInputRadiusKey: erosionRadius
+        ])
+        .cropped(to: workingExtent)
+    }
+
+    let interiorMask = workingScale > 1.01
+      ? resampledImage(tightMask, to: targetExtent)
+      : tightMask.cropped(to: targetExtent)
+
+    let finalInteriorMask = thresholdMaskImage(interiorMask, threshold: 0.5, to: targetExtent)
+
+    // Feathering the original source reintroduces contaminated semi-transparent RGB. Instead,
+    // add a tiny clean antialias band around the already-tight matte.
+    _ = feather
+    return (
+      antialiasedMaskImage(finalInteriorMask, to: targetExtent),
+      finalInteriorMask
+    )
+  }
+
+  private func thresholdMaskImage(
+    _ image: CIImage,
+    threshold: Float,
+    to targetExtent: CGRect
+  ) -> CIImage {
+    guard let kernel = Self.thresholdKernel,
+          let thresholded = kernel.apply(
+            extent: targetExtent,
+            arguments: [image, threshold]
+          ) else {
+      return image.cropped(to: targetExtent)
+    }
+
+    return thresholded.cropped(to: targetExtent)
+  }
+
+  private func edgeTightenErosionPixels(_ edgeTighten: Float) -> CGFloat {
+    let clamped = CGFloat(max(0, min(1, edgeTighten)))
+    guard clamped > 0 else {
+      return 0
+    }
+
+    return min(1.4, 0.75 + clamped * 0.9)
+  }
+
+  private func antialiasedMaskImage(
+    _ mask: CIImage,
+    to targetExtent: CGRect
+  ) -> CIImage {
+    let smoothed = mask
+      .applyingFilter("CIGaussianBlur", parameters: [
+        kCIInputRadiusKey: 0.35
+      ])
+      .cropped(to: targetExtent)
+
+    guard let kernel = Self.antialiasMaskKernel,
+          let antialiased = kernel.apply(
+            extent: targetExtent,
+            arguments: [smoothed]
+          ) else {
+      return smoothed.cropped(to: targetExtent)
+    }
+
+    return antialiased.cropped(to: targetExtent)
+  }
+
+  private func decontaminatedCutout(
+    sourceImage: CIImage,
+    alphaMask: CIImage,
+    interiorMask: CIImage,
+    targetExtent: CGRect
+  ) -> CIImage {
+    let transparentBg = CIImage(color: .clear).cropped(to: targetExtent)
+    // Dark cards expose white/gray edge RGB. Sample replacement color from the
+    // tight interior mask, not from the already-composited cutout edge.
+    let interiorOnly = transparentBg.applyingFilter("CIBlendWithMask", parameters: [
+      kCIInputImageKey: sourceImage,
+      kCIInputBackgroundImageKey: transparentBg,
+      kCIInputMaskImageKey: interiorMask,
+    ]).cropped(to: targetExtent)
+
+    let interiorColor = interiorOnly
+      .applyingFilter("CIPremultiplyAlpha")
+      .applyingFilter("CIGaussianBlur", parameters: [
+        kCIInputRadiusKey: 1.25
+      ])
+      .cropped(to: targetExtent)
+      .applyingFilter("CIUnpremultiplyAlpha")
+      .cropped(to: targetExtent)
+
+    guard let kernel = Self.edgeDecontaminationKernel,
+          let cleaned = kernel.apply(
+            extent: targetExtent,
+            arguments: [sourceImage, interiorColor, alphaMask]
+          ) else {
+      return transparentBg.applyingFilter("CIBlendWithMask", parameters: [
+        kCIInputImageKey: sourceImage,
+        kCIInputBackgroundImageKey: transparentBg,
+        kCIInputMaskImageKey: interiorMask,
+      ]).cropped(to: targetExtent)
+    }
+
+    return cleaned.cropped(to: targetExtent)
+  }
+
+  private func sourceEdgeMapImage(
+    _ sourceImage: CIImage,
+    to targetExtent: CGRect
+  ) -> CIImage {
+    let resampledSource = resampledImage(sourceImage, to: targetExtent)
+      .applyingFilter("CIColorControls", parameters: [
+        kCIInputSaturationKey: 0,
+        kCIInputBrightnessKey: 0,
+        kCIInputContrastKey: 1.05
+      ])
+      .cropped(to: targetExtent)
+
+    let edges = resampledSource
+      .applyingFilter("CIEdges", parameters: [
+        kCIInputIntensityKey: 2.4
+      ])
+      .cropped(to: targetExtent)
+      .applyingFilter("CIGaussianBlur", parameters: [
+        kCIInputRadiusKey: 0.45
+      ])
+      .cropped(to: targetExtent)
+      .applyingFilter("CIColorControls", parameters: [
+        kCIInputSaturationKey: 0,
+        kCIInputBrightnessKey: 0,
+        kCIInputContrastKey: 2.3
+      ])
+      .cropped(to: targetExtent)
+
+    return edges
+  }
+
+  private func refineMaskBoundaryWithSourceEdges(
+    mask: CIImage,
+    sourceImage: CIImage,
+    targetExtent: CGRect,
+    strength: Float
+  ) -> CIImage {
+    let edgeMap = sourceEdgeMapImage(sourceImage, to: targetExtent)
+
+    guard let bandKernel = Self.boundaryBandKernel,
+          let band = bandKernel.apply(
+            extent: targetExtent,
+            arguments: [mask]
+          ),
+          let refineKernel = Self.edgeGuidedRefineKernel,
+          let refined = refineKernel.apply(
+            extent: targetExtent,
+            arguments: [mask, edgeMap, band, strength]
+          ) else {
+      return mask.cropped(to: targetExtent)
+    }
+
+    return refined
+      .applyingFilter("CIGaussianBlur", parameters: [
+        kCIInputRadiusKey: 0.22
+      ])
+      .cropped(to: targetExtent)
+  }
+
+  private func applyColorMatchedEdgeCleanup(
+    cutout: CIImage,
+    mask: CIImage,
+    sourceImage: CIImage,
+    edgePolish: Float,
+    targetExtent: CGRect
+  ) -> CIImage {
+    let maxDimension = max(targetExtent.width, targetExtent.height)
+    let clampedPolish = max(0, min(1, edgePolish))
+    let polishOffset = clampedPolish - 0.5
+    let edgeWidth: CGFloat
+    if maxDimension <= 1000 {
+      edgeWidth = 0.65
+    } else if maxDimension <= 1800 {
+      edgeWidth = 0.95
+    } else if maxDimension <= 2600 {
+      edgeWidth = 1.3
+    } else {
+      edgeWidth = 1.8
+    }
+    let adjustedEdgeWidth = max(0.5, min(2.1, edgeWidth * CGFloat(1.0 + polishOffset * 0.34)))
+    let blurRadius = max(0.14, min(0.82, adjustedEdgeWidth * CGFloat(0.28 + polishOffset * 0.10)))
+    let blendStrength: Float = max(0.48, min(0.82, (maxDimension >= 2200 ? 0.72 : 0.62) + polishOffset * 0.18))
+
+    let innerMask = mask
+      .applyingFilter("CIMorphologyMinimum", parameters: [
+        kCIInputRadiusKey: adjustedEdgeWidth
+      ])
+      .cropped(to: targetExtent)
+
+    let outerMask = mask
+      .applyingFilter("CIMorphologyMaximum", parameters: [
+        kCIInputRadiusKey: adjustedEdgeWidth
+      ])
+      .cropped(to: targetExtent)
+
+    guard let bandKernel = Self.bandDifferenceKernel,
+          let boundaryBand = bandKernel.apply(
+            extent: targetExtent,
+            arguments: [outerMask, innerMask, 1.6]
+          )?.cropped(to: targetExtent) else {
+      return cutout.cropped(to: targetExtent)
+    }
+
+    let smoothedBoundaryBand = boundaryBand
+      .applyingFilter("CIGaussianBlur", parameters: [
+        kCIInputRadiusKey: max(0.08, adjustedEdgeWidth * 0.22)
+      ])
+      .cropped(to: targetExtent)
+
+    let edgeMap = sourceEdgeMapImage(sourceImage, to: targetExtent)
+
+    let interiorColorSource = cutout
+      .applyingFilter("CIMorphologyMaximum", parameters: [
+        kCIInputRadiusKey: adjustedEdgeWidth
+      ])
+      .cropped(to: targetExtent)
+      .applyingFilter("CIGaussianBlur", parameters: [
+        kCIInputRadiusKey: blurRadius
+      ])
+      .cropped(to: targetExtent)
+
+    guard let blendKernel = Self.cleanupBlendMaskKernel,
+          let blendMask = blendKernel.apply(
+            extent: targetExtent,
+            arguments: [smoothedBoundaryBand, mask, edgeMap, blendStrength]
+          )?.cropped(to: targetExtent) else {
+      return cutout.cropped(to: targetExtent)
+    }
+
+    return interiorColorSource
+      .applyingFilter("CIBlendWithAlphaMask", parameters: [
+        kCIInputBackgroundImageKey: cutout,
+        kCIInputMaskImageKey: blendMask
+      ])
+      .cropped(to: targetExtent)
+  }
+
+  private func largestConnectedComponentMaskImage(
+    _ mask: CIImage,
+    to targetExtent: CGRect
+  ) -> CIImage? {
+    let analysisMaxWidth: CGFloat = 1024
+    let sourceExtent = mask.extent
+    guard sourceExtent.width > 0, sourceExtent.height > 0 else {
+      return nil
+    }
+
+    let analysisScale =
+      sourceExtent.width > analysisMaxWidth
+      ? analysisMaxWidth / sourceExtent.width
+      : 1
+
+    let analysisWidth = max(1, Int((sourceExtent.width * analysisScale).rounded()))
+    let analysisHeight = max(1, Int((sourceExtent.height * analysisScale).rounded()))
+    let analysisRect = CGRect(x: 0, y: 0, width: CGFloat(analysisWidth), height: CGFloat(analysisHeight))
+
+    let preparedMask = mask
+      .transformed(by: CGAffineTransform(scaleX: analysisScale, y: analysisScale))
+      .cropped(to: analysisRect)
+
+    let ciContext = CIContext(options: nil)
+    guard let renderedMask = ciContext.createCGImage(preparedMask, from: analysisRect) else {
+      return nil
+    }
+
+    let colorSpace = CGColorSpaceCreateDeviceGray()
+    var pixels = [UInt8](repeating: 0, count: analysisWidth * analysisHeight)
+    let didDraw = pixels.withUnsafeMutableBytes { rawBuffer -> Bool in
+      guard let baseAddress = rawBuffer.baseAddress,
+            let context = CGContext(
+              data: baseAddress,
+              width: analysisWidth,
+              height: analysisHeight,
+              bitsPerComponent: 8,
+              bytesPerRow: analysisWidth,
+              space: colorSpace,
+              bitmapInfo: CGImageAlphaInfo.none.rawValue
+            ) else {
+        return false
+      }
+
+      context.interpolationQuality = .none
+      context.draw(renderedMask, in: analysisRect)
+      return true
+    }
+
+    guard didDraw else {
+      return nil
+    }
+
+    let pixelCount = analysisWidth * analysisHeight
+    var labels = [Int](repeating: 0, count: pixelCount)
+    var componentAreas: [Int: Int] = [:]
+    var currentLabel = 0
+    var queue = [Int]()
+    queue.reserveCapacity(pixelCount / 8)
+
+    func isForeground(_ index: Int) -> Bool {
+      pixels[index] >= 128
+    }
+
+    for index in 0..<pixelCount {
+      if labels[index] != 0 || !isForeground(index) {
+        continue
+      }
+
+      currentLabel += 1
+      labels[index] = currentLabel
+      queue.removeAll(keepingCapacity: true)
+      queue.append(index)
+
+      var area = 0
+      var cursor = 0
+
+      while cursor < queue.count {
+        let current = queue[cursor]
+        cursor += 1
+        area += 1
+
+        let x = current % analysisWidth
+        let y = current / analysisWidth
+
+        if x > 0 {
+          let left = current - 1
+          if labels[left] == 0 && isForeground(left) {
+            labels[left] = currentLabel
+            queue.append(left)
+          }
+        }
+        if x + 1 < analysisWidth {
+          let right = current + 1
+          if labels[right] == 0 && isForeground(right) {
+            labels[right] = currentLabel
+            queue.append(right)
+          }
+        }
+        if y > 0 {
+          let up = current - analysisWidth
+          if labels[up] == 0 && isForeground(up) {
+            labels[up] = currentLabel
+            queue.append(up)
+          }
+        }
+        if y + 1 < analysisHeight {
+          let down = current + analysisWidth
+          if labels[down] == 0 && isForeground(down) {
+            labels[down] = currentLabel
+            queue.append(down)
+          }
+        }
+      }
+
+      componentAreas[currentLabel] = area
+    }
+
+    guard let largestLabel = componentAreas.max(by: { $0.value < $1.value })?.key else {
+      return nil
+    }
+
+    var filteredPixels = [UInt8](repeating: 0, count: pixelCount)
+    for index in 0..<pixelCount where labels[index] == largestLabel {
+      filteredPixels[index] = 255
+    }
+
+    let outputData = Data(filteredPixels)
+    guard let provider = CGDataProvider(data: outputData as CFData),
+          let outputMask = CGImage(
+            width: analysisWidth,
+            height: analysisHeight,
+            bitsPerComponent: 8,
+            bitsPerPixel: 8,
+            bytesPerRow: analysisWidth,
+            space: colorSpace,
+            bitmapInfo: CGBitmapInfo(rawValue: CGImageAlphaInfo.none.rawValue),
+            provider: provider,
+            decode: nil,
+            shouldInterpolate: false,
+            intent: .defaultIntent
+          ) else {
+      return nil
+    }
+
+    let restoredMask = CIImage(cgImage: outputMask)
+      .transformed(by: CGAffineTransform(
+        scaleX: targetExtent.width / CGFloat(analysisWidth),
+        y: targetExtent.height / CGFloat(analysisHeight)
+      ))
+      .cropped(to: targetExtent)
+
+    return restoredMask
+  }
+
+  private func hasAlpha(_ alphaInfo: CGImageAlphaInfo) -> Bool {
+    switch alphaInfo {
+    case .premultipliedLast, .premultipliedFirst, .last, .first:
+      return true
+    default:
+      return false
+    }
+  }
+
+  private func clamp(_ value: Double?, min: Double, max: Double, fallback: Double) -> Double {
+    guard let value = value, value.isFinite else {
+      return fallback
+    }
+    return Swift.max(min, Swift.min(max, value))
+  }
+
+  private func clampInt(_ value: Double?, min: Int, max: Int, fallback: Int) -> Int {
+    guard let value = value, value.isFinite else {
+      return fallback
+    }
+    let rounded = Int(value.rounded())
+    return Swift.max(min, Swift.min(max, rounded))
+  }
+
+  private func doubleValue(_ value: Any?) -> Double? {
+    switch value {
+    case let number as Double:
+      return number
+    case let number as Float:
+      return Double(number)
+    case let number as Int:
+      return Double(number)
+    case let number as NSNumber:
+      return number.doubleValue
+    default:
+      return nil
+    }
+  }
+
+  private func boolValue(_ value: Any?, fallback: Bool) -> Bool {
+    switch value {
+    case let bool as Bool:
+      return bool
+    case let number as NSNumber:
+      return number.boolValue
+    default:
+      return fallback
+    }
+  }
+
+  private func normalizeFileUrl(_ raw: String) -> URL? {
+    if let parsed = URL(string: raw), parsed.isFileURL {
+      return parsed
+    }
+
+    if raw.hasPrefix("file://") {
+      return URL(string: raw)
+    }
+
+    return URL(fileURLWithPath: raw)
+  }
+
+  private func detectBrandCandidates(in cgImage: CGImage) -> [BrandMatch] {
+    let request = VNRecognizeTextRequest()
+    request.recognitionLevel = .accurate
+    request.usesLanguageCorrection = false
+    request.minimumTextHeight = 0.025
+    request.recognitionLanguages = ["en-US"]
+
+    let handler = VNImageRequestHandler(cgImage: cgImage, options: [:])
+    do {
+      try handler.perform([request])
+    } catch {
+      print("[BrandDetect] error text recognition \(error)")
+      return []
+    }
+
+    guard let observations = request.results else {
+      return []
+    }
+
+    var bestByBrand: [String: Double] = [:]
+    for observation in observations {
+      guard let candidate = observation.topCandidates(1).first else {
+        continue
+      }
+
+      let text = candidate.string
+      if let normalizedBrand = normalizeBrand(text) {
+        let score = Double(candidate.confidence)
+        let current = bestByBrand[normalizedBrand] ?? 0
+        if score > current {
+          bestByBrand[normalizedBrand] = score
+        }
+      }
+    }
+
+    return bestByBrand.map { BrandMatch(brand: $0.key, confidence: $0.value) }
+  }
+
+  private func detectBrandCandidatesInRectangles(in cgImage: CGImage) -> [BrandMatch] {
+    let request = VNDetectRectanglesRequest()
+    request.maximumObservations = 3
+    request.minimumConfidence = 0.5
+    request.minimumAspectRatio = 0.1
+
+    let handler = VNImageRequestHandler(cgImage: cgImage, options: [:])
+    do {
+      try handler.perform([request])
+    } catch {
+      print("[BrandDetect] error rectangle detection \(error)")
+      return []
+    }
+
+    guard let rectangles = request.results, !rectangles.isEmpty else {
+      return []
+    }
+
+    var aggregated: [String: Double] = [:]
+    let width = CGFloat(cgImage.width)
+    let height = CGFloat(cgImage.height)
+
+    for rectangle in rectangles {
+      let boundingBox = rectangle.boundingBox
+      let cropRect = CGRect(
+        x: max(0, boundingBox.origin.x * width),
+        y: max(0, (1 - boundingBox.origin.y - boundingBox.height) * height),
+        width: min(width, boundingBox.width * width),
+        height: min(height, boundingBox.height * height)
+      ).integral
+
+      guard cropRect.width > 8,
+            cropRect.height > 8,
+            let cropped = cgImage.cropping(to: cropRect) else {
+        continue
+      }
+
+      for match in detectBrandCandidates(in: cropped) {
+        let current = aggregated[match.brand] ?? 0
+        if match.confidence > current {
+          aggregated[match.brand] = match.confidence
+        }
+      }
+    }
+
+    return aggregated.map { BrandMatch(brand: $0.key, confidence: $0.value) }
+  }
+
+  private func normalizeBrand(_ raw: String) -> String? {
+    let upper = raw
+      .uppercased()
+      .replacingOccurrences(of: "’", with: "'")
+      .replacingOccurrences(of: "®", with: "")
+      .replacingOccurrences(of: ".", with: " ")
+      .replacingOccurrences(of: "-", with: " ")
+      .trimmingCharacters(in: .whitespacesAndNewlines)
+
+    let compact = upper.replacingOccurrences(of: " ", with: "")
+
+    if upper.contains("JUST DO IT") || upper.contains("NIKE") {
+      return "Nike"
+    }
+    if upper.contains("ADIDAS") {
+      return "Adidas"
+    }
+    if upper.contains("PUMA") {
+      return "Puma"
+    }
+    if upper.contains("H&M") || compact == "HM" {
+      return "H&M"
+    }
+    if upper.contains("UNIQLO") {
+      return "Uniqlo"
+    }
+    if upper.contains("ZARA") {
+      return "Zara"
+    }
+    if upper.contains("LEVI'S") || compact.contains("LEVIS") {
+      return "Levi’s"
+    }
+    if upper.contains("RALPH LAUREN") || upper.contains("POLO") {
+      return "Polo Ralph Lauren"
+    }
+
+    return nil
+  }
+}
diff --git a/src/addItem/controllerShared.ts b/src/addItem/controllerShared.ts
index baa5beb..7a542a7 100644
--- a/src/addItem/controllerShared.ts
+++ b/src/addItem/controllerShared.ts
@@ -106,12 +106,11 @@ export function normColor(s: string) {
 
 export function getRefineOptions(value: number) {
   const normalizedValue = Math.max(0, Math.min(1, value));
-  const edgeTighten =
-    normalizedValue >= 0.7 ? 0.03 + ((normalizedValue - 0.7) / 0.3) * 0.12 : 0.03;
+  const edgeTighten = 0.45 + normalizedValue * 0.2;
   return {
-    threshold: 0.60 + normalizedValue * 0.08,
+    threshold: 0.63 + normalizedValue * 0.03,
     cleanupRadius: 2,
-    feather: 1,
+    feather: 0,
     edgeTighten,
     edgePolish: 0.5,
     maskToAlpha: true,
diff --git a/src/addItem/selectors.ts b/src/addItem/selectors.ts
index ce514a9..560c529 100644
--- a/src/addItem/selectors.ts
+++ b/src/addItem/selectors.ts
@@ -14,11 +14,11 @@ export function normColor(s: string) {
 
 export function getRefineOptions(value: number) {
   const normalizedValue = Math.max(0, Math.min(1, value));
-  const edgeTighten = normalizedValue >= 0.8 ? (normalizedValue - 0.8) / 0.2 : 0;
+  const edgeTighten = 0.45 + normalizedValue * 0.2;
   return {
-    threshold: 0.58 + normalizedValue * 0.12,
-    cleanupRadius: Math.round(2 + normalizedValue * 2),
-    feather: Math.round(normalizedValue * 2),
+    threshold: 0.63 + normalizedValue * 0.03,
+    cleanupRadius: Math.round(2 + normalizedValue),
+    feather: 0,
     edgeTighten,
     maskToAlpha: true,
   };
diff --git a/src/bg/removeBackground.ts b/src/bg/removeBackground.ts
index 22a23a2..bbe44a7 100644
--- a/src/bg/removeBackground.ts
+++ b/src/bg/removeBackground.ts
@@ -64,16 +64,16 @@ function normalizeOptions(
 ): Required<RemoveBackgroundOptions> {
   const threshold = Number.isFinite(options?.threshold)
     ? Number(options?.threshold)
-    : 0.60;
+    : 0.64;
   const cleanupRadius = Number.isFinite(options?.cleanupRadius)
     ? Number(options?.cleanupRadius)
     : 2;
   const feather = Number.isFinite(options?.feather)
     ? Number(options?.feather)
-    : 1;
+    : 0;
   const edgeTighten = Number.isFinite(options?.edgeTighten)
     ? Number(options?.edgeTighten)
-    : 0.03;
+    : 0.45;
   const edgePolish = Number.isFinite(options?.edgePolish)
     ? Number(options?.edgePolish)
     : 0.5;
diff --git a/src/components/PhotoEditorSection.tsx b/src/components/PhotoEditorSection.tsx
index f247ec2..569b1ef 100644
--- a/src/components/PhotoEditorSection.tsx
+++ b/src/components/PhotoEditorSection.tsx
@@ -408,10 +408,10 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
     maskDebugUri = null,
     refineValue,
     edgePolish = 0.5,
-    debugThreshold = 0.6,
+    debugThreshold = 0.64,
     debugCleanupRadius = 2,
-    debugFeather = 1,
-    debugEdgeTighten = 0.03,
+    debugFeather = 0,
+    debugEdgeTighten = 0.45,
     isProcessing,
     canRefine,
     isAiRunning = false,
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
index 0b42f08..d8ff3fc 100644
--- a/src/lib/auraAttachments.ts
+++ b/src/lib/auraAttachments.ts
@@ -732,10 +732,10 @@ async function prepareAuraCandidateCutout(params: {
     });
     const cutout = await withTimeout(
       removeBackground(localUri, {
-        threshold: 0.6,
+        threshold: 0.64,
         cleanupRadius: 2,
-        feather: 1,
-        edgeTighten: 0.03,
+        feather: 0,
+        edgeTighten: 0.45,
         edgePolish: 0.5,
         maskToAlpha: true,
       }),

From 5987dedc960649e760dd9703b299704873374964 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 22:59:08 -0500
Subject: [PATCH 30/93] feat(home): polish AI Showcase Home experience

---
 app/(tabs)/index.tsx                       | 358 +++++++++++++--------
 src/components/DailyOutfitCard.tsx         | 123 ++++---
 src/components/aura/AuraGradientButton.tsx |   6 +-
 src/components/home/AuraLookModule.tsx     |  32 +-
 src/components/home/ContinueChatCard.tsx   |  27 +-
 src/components/home/ContinueSection.tsx    |  40 ++-
 src/components/home/HomeHero.tsx           | 279 ++++++++--------
 src/components/home/InsightCard.tsx        |  24 +-
 src/components/home/QuickActionRail.tsx    |  35 +-
 src/components/home/SmartToolsGrid.tsx     |  32 +-
 src/components/home/TodayOutfitCard.tsx    |  15 +-
 src/components/home/homeTypography.ts      |  89 +++++
 12 files changed, 648 insertions(+), 412 deletions(-)
 create mode 100644 src/components/home/homeTypography.ts

diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index 08edb48..59a358d 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -4,6 +4,7 @@ import {
   ActivityIndicator,
   Alert,
   Animated,
+  InteractionManager,
   Pressable,
   ScrollView,
   Text,
@@ -19,6 +20,7 @@ import InsightCard from "@/src/components/home/InsightCard";
 import QuickActionRail, { type QuickActionItem } from "@/src/components/home/QuickActionRail";
 import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartToolsGrid";
 import { HOME_DEFERRED_FEATURES } from "@/src/components/home/homeDeferredFeatures";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -34,6 +36,12 @@ import { getMinimumClosetProgress, getSuggestedAddItemCategory } from "@/src/lib
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
+import {
+  getCachedChatList,
+  getCachedHomeSnapshot,
+  getCachedProfilePreferences,
+  setCachedHomeSnapshot,
+} from "@/src/lib/localCache";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLookAction, AuraResponse } from "@/src/types/aura";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
@@ -112,13 +120,19 @@ export default function HomeScreen() {
   const [latestAuraLookResponse, setLatestAuraLookResponse] = useState<AuraResponse | null>(null);
   const [latestSavedLook, setLatestSavedLook] = useState<import("@/src/lib/auraLooks").SavedAuraLookRecord | null>(null);
   const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
+  const [renderDeferredHomeSections, setRenderDeferredHomeSections] = useState(false);
+  const homeCacheRefreshingRef = useRef(false);
 
   useEffect(() => {
     if (!uid) {
+      setItems([]);
+      setLoading(false);
       router.replace("/(auth)/welcome");
       return;
     }
 
+    setItems([]);
+    setLoading(true);
     const unsub = listenToItems(
       uid,
       (next) => {
@@ -138,6 +152,34 @@ export default function HomeScreen() {
     return () => unsub();
   }, [uid]);
 
+  useEffect(() => {
+    let cancelled = false;
+    if (!uid) {
+      setLatestChatThread(null);
+      setLatestSavedLook(null);
+      setTodayRecord(null);
+      return () => {
+        cancelled = true;
+      };
+    }
+
+    setLatestChatThread(null);
+    setLatestSavedLook(null);
+    setTodayRecord(null);
+
+    void getCachedHomeSnapshot(uid).then((cached) => {
+      if (cancelled || !cached?.data) return;
+      homeCacheRefreshingRef.current = cached.stale;
+      setLatestChatThread(cached.data.latestChatPreview);
+      setLatestSavedLook(cached.data.latestSavedLookPreview);
+      setTodayRecord(cached.data.todayOutfitPreview);
+    });
+
+    return () => {
+      cancelled = true;
+    };
+  }, [uid]);
+
   useEffect(() => {
     if (!uid) return;
     const unsub = subscribeOutfitByDate(
@@ -155,6 +197,19 @@ export default function HomeScreen() {
     }
   }, [weather.actions, weather.permission, weather.state]);
 
+  useEffect(() => {
+    if (loading) return;
+    setRenderDeferredHomeSections(false);
+    const task = InteractionManager.runAfterInteractions(() => {
+      setRenderDeferredHomeSections(true);
+    });
+    const fallback = setTimeout(() => setRenderDeferredHomeSections(true), 900);
+    return () => {
+      task.cancel?.();
+      clearTimeout(fallback);
+    };
+  }, [loading]);
+
   useFocusEffect(
     React.useCallback(() => {
       let active = true;
@@ -165,6 +220,14 @@ export default function HomeScreen() {
           return;
         }
         try {
+          const cachedProfilePreferences = await getCachedProfilePreferences(uid);
+          if (active && cachedProfilePreferences?.data) {
+            setProfilePreferences(cachedProfilePreferences.data);
+          }
+          const cachedChats = await getCachedChatList(uid);
+          if (active && cachedChats?.data?.[0]) {
+            setLatestChatThread(cachedChats.data[0]);
+          }
           const [assistantProfile, latestChat, savedLook, userProfilePreferences] = await Promise.all([
             loadAssistantProfile(uid),
             loadLatestChatThread(uid),
@@ -189,10 +252,6 @@ export default function HomeScreen() {
         } catch {
           if (!active) return;
           setAssistantHint(null);
-          setLatestChatThread(null);
-          setLatestAuraLookResponse(null);
-          setLatestSavedLook(null);
-          setProfilePreferences(null);
         }
       })();
       return () => {
@@ -325,6 +384,32 @@ export default function HomeScreen() {
     });
   }, [items]);
   const latestLook = latestAuraLookResponse?.look ?? latestSavedLook?.look ?? null;
+
+  useEffect(() => {
+    if (!uid || loading) return;
+    homeCacheRefreshingRef.current = false;
+    void setCachedHomeSnapshot(uid, {
+      closetItemCount: items.length,
+      cleanCount: availableCount,
+      laundryCount,
+      needsWashCount,
+      minimumClosetProgress,
+      latestSavedLookPreview: latestSavedLook,
+      latestChatPreview: latestChatThread,
+      todayOutfitPreview: todayRecord,
+    });
+  }, [
+    availableCount,
+    items.length,
+    latestChatThread,
+    latestSavedLook,
+    laundryCount,
+    loading,
+    minimumClosetProgress,
+    needsWashCount,
+    todayRecord,
+    uid,
+  ]);
   const proactiveLookMeta = useMemo(() => {
     const leansDressy = styleProfile.recommendationEmphasis.some((value) =>
       ["date_night", "going_out", "dress_styling"].includes(value)
@@ -471,11 +556,6 @@ export default function HomeScreen() {
         label: "Find key gaps",
         prompt: "Review my wardrobe and suggest the smartest missing pieces to buy next.",
       },
-      packing: {
-        key: "packing",
-        label: "Pack a trip",
-        prompt: "Help me plan a compact travel wardrobe from my closet.",
-      },
       confidence: {
         key: "confidence",
         label: "Build confidence",
@@ -540,7 +620,7 @@ export default function HomeScreen() {
 
     const goalOrder = styleProfile.prioritizedGoals.flatMap((goal) => {
       if (goal === "shopping_suggestions") return ["shopping", "today"];
-      if (goal === "packing_help") return ["packing", "weather"];
+      if (goal === "packing_help") return ["weather", "closet"];
       if (goal === "laundry_reminders") return ["closet", "unworn"];
       if (goal === "styling_confidence") return ["confidence", "today"];
       return ["today", "elevate"];
@@ -569,7 +649,6 @@ export default function HomeScreen() {
         "closet",
         "elevate",
         styleProfile.emphasizedAccessories.length ? "accessories" : "",
-        "packing",
         "shopping",
       ].filter(Boolean))
     ).slice(0, 5);
@@ -682,12 +761,40 @@ export default function HomeScreen() {
 
   const smartTools = useMemo<SmartTool[]>(
     () => [
+      {
+        key: "aura",
+        title: "AURA",
+        subtitle: "Ask for a closet-first outfit",
+        icon: "assistant",
+        onPress: () => router.push("/(tabs)/ai"),
+      },
+      {
+        key: "closet",
+        title: "Closet",
+        subtitle: `${availableCount} clean pieces ready`,
+        icon: "wardrobe-outline",
+        onPress: () => router.push("/(tabs)/closet"),
+      },
+      {
+        key: "add",
+        title: "Add Item",
+        subtitle: "Bring a new piece into rotation",
+        icon: "plus-circle-outline",
+        onPress: () => router.push("/(tabs)/add"),
+      },
       {
         key: "studio",
         title: "Studio",
         subtitle: "Build an outfit by hand from your closet",
         icon: "view-dashboard-edit-outline",
-        onPress: () => router.push("/studio"),
+        onPress: () => router.push("/(tabs)/studio"),
+      },
+      {
+        key: "calendar",
+        title: "Calendar",
+        subtitle: "Plan the day around real context",
+        icon: "calendar-month-outline",
+        onPress: () => router.push("/(tabs)/calendar"),
       },
       {
         key: "laundry",
@@ -695,39 +802,10 @@ export default function HomeScreen() {
         subtitle: `${availableCount} clean · ${laundryCount} in laundry`,
         icon: "washing-machine",
         badge: laundryCount + needsWashCount > 0 ? String(laundryCount + needsWashCount) : undefined,
-        onPress: () => router.push("/laundry"),
-      },
-      {
-        key: "insights",
-        title: "Insights",
-        subtitle: "Read the closet before you make the next move",
-        icon: "chart-line",
-        onPress: () => router.push("/insights"),
-      },
-      {
-        key: "packing",
-        title: "Packing",
-        subtitle: "Build a tight trip capsule without losing style",
-        icon: "bag-suitcase-outline",
-        onPress: () => router.push("/packing"),
-      },
-      {
-        key: "unworn",
-        title: "Unworn items",
-        subtitle: unwornCount > 0 ? `${unwornCount} items deserve airtime` : "Everything is getting some rotation",
-        icon: "hanger",
-        badge: unwornCount > 0 ? String(unwornCount) : undefined,
-        onPress: () => router.push("/insights/unworn"),
-      },
-      {
-        key: "gaps",
-        title: "Wardrobe gaps",
-        subtitle: "Find what is missing before you buy the wrong thing",
-        icon: "vector-square-plus",
-        onPress: () => router.push("/insights/gaps"),
+        onPress: () => router.push("/(tabs)/laundry"),
       },
     ],
-    [availableCount, laundryCount, needsWashCount, unwornCount]
+    [availableCount, laundryCount, needsWashCount]
   );
 
   const priorityInsight = useMemo(() => {
@@ -783,7 +861,7 @@ export default function HomeScreen() {
         }}
       >
         <ActivityIndicator color={colors.text} />
-        <Text style={{ color: colors.textSecondary, fontSize: 14 }}>Building your dashboard…</Text>
+        <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]}>Building your dashboard…</Text>
       </View>
     );
   }
@@ -795,7 +873,7 @@ export default function HomeScreen() {
         contentContainerStyle={{
           paddingTop: layout.topContentInset,
           paddingHorizontal: layout.horizontalPadding,
-          paddingBottom: layout.bottomDockPadding + 160,
+          paddingBottom: layout.bottomDockPadding + 140,
           gap: layout.sectionGap + 6,
         }}
       >
@@ -817,8 +895,8 @@ export default function HomeScreen() {
         <RevealSection delay={40}>
           <View style={{ gap: 10 }}>
             <View style={{ gap: 2 }}>
-              <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>QUICK OUTCOMES</Text>
-              <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 13, lineHeight: 20 }}>
+              <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Quick outcomes</Text>
+              <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, opacity: 0.78 }]}>
                 Start from the result you want, not a blank prompt box.
               </Text>
             </View>
@@ -841,103 +919,107 @@ export default function HomeScreen() {
           />
         </RevealSection>
 
-        <RevealSection delay={120}>
-          <AuraLookModule
-            colors={colors}
-            look={latestLook}
-            itemsById={itemsById}
-            onAskAura={openAIWithPrompt}
-            onAction={handleAuraLookAction}
-            eyebrow={proactiveLookMeta.eyebrow}
-            title={"title" in proactiveLookMeta ? proactiveLookMeta.title : undefined}
-            subtitle={"subtitle" in proactiveLookMeta ? proactiveLookMeta.subtitle : undefined}
-            fallbackTitle={"fallbackTitle" in proactiveLookMeta ? proactiveLookMeta.fallbackTitle : undefined}
-            fallbackBody={"fallbackBody" in proactiveLookMeta ? proactiveLookMeta.fallbackBody : undefined}
-            primaryPrompt={"primaryPrompt" in proactiveLookMeta ? proactiveLookMeta.primaryPrompt : undefined}
-            secondaryPrompt={"secondaryPrompt" in proactiveLookMeta ? proactiveLookMeta.secondaryPrompt : undefined}
-          />
-        </RevealSection>
+        {renderDeferredHomeSections ? (
+          <>
+            <RevealSection delay={120}>
+              <AuraLookModule
+                colors={colors}
+                look={latestLook}
+                itemsById={itemsById}
+                onAskAura={openAIWithPrompt}
+                onAction={handleAuraLookAction}
+                eyebrow={proactiveLookMeta.eyebrow}
+                title={"title" in proactiveLookMeta ? proactiveLookMeta.title : undefined}
+                subtitle={"subtitle" in proactiveLookMeta ? proactiveLookMeta.subtitle : undefined}
+                fallbackTitle={"fallbackTitle" in proactiveLookMeta ? proactiveLookMeta.fallbackTitle : undefined}
+                fallbackBody={"fallbackBody" in proactiveLookMeta ? proactiveLookMeta.fallbackBody : undefined}
+                primaryPrompt={"primaryPrompt" in proactiveLookMeta ? proactiveLookMeta.primaryPrompt : undefined}
+                secondaryPrompt={"secondaryPrompt" in proactiveLookMeta ? proactiveLookMeta.secondaryPrompt : undefined}
+              />
+            </RevealSection>
 
-        <RevealSection delay={160}>
-          <SmartToolsGrid colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
-        </RevealSection>
+            <RevealSection delay={160}>
+              <SmartToolsGrid colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
+            </RevealSection>
 
-        <RevealSection delay={200}>
-          <AuraTrainingCard
-            colors={colors}
-            variant="home"
-            onPress={() => router.push("/aura/swipe")}
-          />
-        </RevealSection>
+            <RevealSection delay={200}>
+              <AuraTrainingCard
+                colors={colors}
+                variant="home"
+                onPress={() => router.push("/aura/swipe")}
+              />
+            </RevealSection>
 
-        <RevealSection delay={240}>
-          {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
-            <ContinueChatCard
-              colors={colors}
-              title={latestChatThread.title}
-              preview={latestChatThread.lastMessagePreview}
-              updatedAt={latestChatThread.updatedAt}
-              onPress={() => openAIChat(latestChatThread.chatId)}
-            />
-          ) : null}
-        </RevealSection>
+            <RevealSection delay={240}>
+              {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
+                <ContinueChatCard
+                  colors={colors}
+                  title={latestChatThread.title}
+                  preview={latestChatThread.lastMessagePreview}
+                  updatedAt={latestChatThread.updatedAt}
+                  onPress={() => openAIChat(latestChatThread.chatId)}
+                />
+              ) : null}
+            </RevealSection>
 
-        <RevealSection delay={280}>
-          {recentItems.length ? (
-            <ContinueSection
-              colors={colors}
-              title="Keep the momentum going"
-              subtitle="Fresh pieces worth styling next before they get lost in the closet."
-              items={recentItems}
-              onPressItem={(item) =>
-                router.push({
-                  pathname: "/(tabs)/item/[id]",
-                  params: { id: item.id, sourceTab: "index" },
-                })
-              }
-            />
-          ) : (
-            <InsightCard
-              colors={colors}
-              eyebrow="NEXT STEP"
-              title="Add a few pieces to unlock better daily styling"
-              body="Once your closet has a bit more depth, Home can give you stronger outfit recommendations, smarter recents, and better rotation cues."
-              ctaLabel="Add item"
-              onPress={() => router.push("/(tabs)/add")}
-            />
-          )}
-        </RevealSection>
+            <RevealSection delay={280}>
+              {recentItems.length ? (
+                <ContinueSection
+                  colors={colors}
+                  title="Keep the momentum going"
+                  subtitle="Fresh pieces worth styling next before they get lost in the closet."
+                  items={recentItems}
+                  onPressItem={(item) =>
+                    router.push({
+                      pathname: "/(tabs)/item/[id]",
+                      params: { id: item.id, sourceTab: "index" },
+                    })
+                  }
+                />
+              ) : (
+                <InsightCard
+                  colors={colors}
+                  eyebrow="NEXT STEP"
+                  title="Add a few pieces to unlock better daily styling"
+                  body="Once your closet has a bit more depth, Home can give you stronger outfit recommendations, smarter recents, and better rotation cues."
+                  ctaLabel="Add item"
+                  onPress={() => router.push("/(tabs)/add")}
+                />
+              )}
+            </RevealSection>
 
-        {showMinimumClosetCard ? (
-          <RevealSection delay={300}>
-            <MinimumClosetProgressCard
-              colors={colors}
-              items={items}
-              onAddMissingItem={openAddMissingItem}
-            />
-          </RevealSection>
-        ) : null}
+            {showMinimumClosetCard ? (
+              <RevealSection delay={300}>
+                <MinimumClosetProgressCard
+                  colors={colors}
+                  items={items}
+                  onAddMissingItem={openAddMissingItem}
+                />
+              </RevealSection>
+            ) : null}
 
-        <RevealSection delay={320}>
-          <Pressable
-            onPress={() => router.push("/(tabs)/add")}
-            style={({ pressed }) => ({
-              borderRadius: layout.largeRadius,
-              paddingVertical: layout.cardPadding + 2,
-              paddingHorizontal: layout.cardPadding,
-              backgroundColor: "rgba(255,255,255,0.045)",
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
-              opacity: pressed ? 0.86 : 1,
-              gap: 4,
-            })}
-          >
-            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>Bring in something new</Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
-              Add a fresh piece, clean the image, and give AURA more to work with tomorrow.
-            </Text>
-          </Pressable>
-        </RevealSection>
+            <RevealSection delay={320}>
+              <Pressable
+                onPress={() => router.push("/(tabs)/add")}
+                style={({ pressed }) => ({
+                  borderRadius: layout.largeRadius,
+                  paddingVertical: layout.cardPadding + 2,
+                  paddingHorizontal: layout.cardPadding,
+                  backgroundColor: "rgba(255,255,255,0.045)",
+                  borderWidth: 1,
+                  borderColor: "rgba(255,255,255,0.08)",
+                  opacity: pressed ? 0.86 : 1,
+                  gap: 4,
+                })}
+              >
+                <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Bring in something new</Text>
+                <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]}>
+                  Add a fresh piece, clean the image, and give AURA more to work with tomorrow.
+                </Text>
+              </Pressable>
+            </RevealSection>
+          </>
+        ) : null}
       </ScrollView>
     </View>
   );
diff --git a/src/components/DailyOutfitCard.tsx b/src/components/DailyOutfitCard.tsx
index 517be10..d5adb1e 100644
--- a/src/components/DailyOutfitCard.tsx
+++ b/src/components/DailyOutfitCard.tsx
@@ -1,13 +1,15 @@
 import React from "react";
+import { LinearGradient } from "expo-linear-gradient";
 import { Alert, Pressable, StyleSheet, Text, View } from "react-native";
 
 import { ClothingItem } from "../../src/types/ClothingItem";
 import { DailyOutfitRecord, PlannedOutfit } from "../utils/dailyOutfits";
 import { lookToItems, PlannedLook } from "../utils/outfitPlanning";
 import FlatLayCanvas from "@/src/components/outfit/FlatLayCanvas";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 
 type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
 
@@ -43,6 +45,28 @@ function plannedToLook(planned: PlannedOutfit): PlannedLook {
   };
 }
 
+function PrimaryActionButton({ label, onPress }: { label: string; onPress: () => void }) {
+  return (
+    <AuraPressable
+      accessibilityRole="button"
+      haptic="light"
+      pressedScale={0.97}
+      pressedOpacity={0.9}
+      style={styles.primaryBtn}
+      onPress={onPress}
+    >
+      <LinearGradient
+        pointerEvents="none"
+        colors={["#7C5CFF", "#5B3BFF"]}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 1, y: 1 }}
+        style={StyleSheet.absoluteFill}
+      />
+      <Text style={styles.primaryBtnText}>{label}</Text>
+    </AuraPressable>
+  );
+}
+
 export default function DailyOutfitCard({
   dateLabel,
   isPastDate,
@@ -84,7 +108,7 @@ export default function DailyOutfitCard({
         },
       ]}
     >
-      {hasWorn ? <Text style={[styles.title, { color: colors.text }]}>Worn on {dateLabel}</Text> : hasPlanned ? <Text style={[styles.title, { color: colors.text }]}>Planned</Text> : <Text style={[styles.title, { color: colors.text }]}>Plan outfit for this day</Text>}
+      {hasWorn ? <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Worn on {dateLabel}</Text> : hasPlanned ? <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Planned</Text> : <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Plan outfit for this day</Text>}
 
       {!hasWorn && !hasPlanned ? (
         <View style={styles.segRow}>
@@ -95,57 +119,48 @@ export default function DailyOutfitCard({
                 key={look.id}
                 style={[
                   styles.segChip,
-                  { borderColor: active ? colors.accent : colors.border, backgroundColor: active ? colors.accent : colors.surface },
+                  {
+                    borderColor: active ? colors.ctaCream : colors.border,
+                    backgroundColor: active ? colors.ctaCream : colors.chipBackground,
+                  },
                 ]}
                 onPress={() => onSelectLook(look.id)}
               >
-                <Text style={[styles.segText, { color: active ? "#fff" : colors.text }]}>{look.label}</Text>
+                <Text style={[homeTypography.caption, { color: active ? colors.ctaText : colors.text }]}>{look.label}</Text>
               </Pressable>
             );
           })}
         </View>
       ) : null}
 
-      {thinking ? <Text style={[styles.thinking, { color: colors.textSecondary }]}>✨ Thinking…</Text> : null}
+      {thinking ? <Text style={[homeTypography.caption, styles.thinking, { color: colors.textSecondary }]}>✨ Thinking…</Text> : null}
       <View style={{ height: 10 }} />
       <FlatLayCanvas items={gridItems} />
 
       {activeLook ? (
         <View style={styles.scoreWrap}>
-          <Text style={[styles.score, { color: colors.text }]}>Outfit score: {activeLook.score}%</Text>
+          <Text style={[homeTypography.bodySmall, styles.score, { color: colors.text }]}>Outfit score: {activeLook.score}%</Text>
           {(activeLook.reasons ?? []).slice(0, 2).map((reason) => (
-            <Text key={reason} style={[styles.reason, { color: colors.textSecondary }]}>• {reason}</Text>
+            <Text key={reason} style={[homeTypography.caption, styles.reason, { color: colors.textSecondary }]}>• {reason}</Text>
           ))}
         </View>
       ) : null}
 
       <View style={styles.actionsRow}>
         {hasWorn ? (
-          <Text style={[styles.muted, { color: colors.textSecondary }]}>Outfit already marked worn.</Text>
+          <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Outfit already marked worn.</Text>
         ) : hasPlanned ? (
           <>
-            <AuraGradientButton
-              label="Mark Worn"
-              onPress={onMarkWorn}
-              gradientColors={[colors.iridescentStart, colors.iridescentMid, colors.iridescentEnd]}
-              labelColor={colors.background}
-              style={styles.primaryBtn}
-            />
-            <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.surface }]} onPress={() => Alert.alert("Edit", "Tap a slot to swap an item.") }>
-              <Text style={[styles.secondaryBtnText, { color: colors.text }]}>Edit/Swap</Text>
+            <PrimaryActionButton label="Mark Worn" onPress={onMarkWorn} />
+            <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.chipBackground }]} onPress={() => Alert.alert("Edit", "Tap a slot to swap an item.") }>
+              <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Edit/Swap</Text>
             </Pressable>
           </>
         ) : (
           <>
-            <AuraGradientButton
-              label="Use this outfit"
-              onPress={onUseOutfit}
-              gradientColors={[colors.iridescentStart, colors.iridescentMid, colors.iridescentEnd]}
-              labelColor={colors.background}
-              style={styles.primaryBtn}
-            />
-            <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.surface }]} onPress={onWhy}>
-              <Text style={[styles.secondaryBtnText, { color: colors.text }]}>Why?</Text>
+            <PrimaryActionButton label="Use this outfit" onPress={onUseOutfit} />
+            <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.chipBackground }]} onPress={onWhy}>
+              <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Why?</Text>
             </Pressable>
           </>
         )}
@@ -153,17 +168,17 @@ export default function DailyOutfitCard({
 
       {hasPlanned && !hasWorn ? (
         <View style={styles.textActions}>
-          <Pressable onPress={onClearPlan}><Text style={[styles.textAction, { color: colors.textSecondary }]}>Clear plan</Text></Pressable>
-          <Pressable onPress={onCopyPlan}><Text style={[styles.textAction, { color: colors.textSecondary }]}>Copy this plan to…</Text></Pressable>
+          <Pressable onPress={onClearPlan}><Text style={[homeTypography.caption, styles.textAction, { color: colors.textSecondary }]}>Clear plan</Text></Pressable>
+          <Pressable onPress={onCopyPlan}><Text style={[homeTypography.caption, styles.textAction, { color: colors.textSecondary }]}>Copy this plan to…</Text></Pressable>
         </View>
       ) : null}
 
       {!hasPlanned && !hasWorn && looks.length === 0 ? (
         <Pressable
           onPress={() => Alert.alert("No plan", "Add more items (top/bottom/shoes) to generate suggestions.")}
-          style={styles.linkBtn}
+          style={[styles.linkBtn, { backgroundColor: colors.chipBackground, borderColor: colors.border }]}
         >
-          <Text style={styles.linkText}>No outfit suggestions yet</Text>
+          <Text style={[homeTypography.caption, styles.linkText, { color: colors.textSecondary }]}>No outfit suggestions yet</Text>
         </Pressable>
       ) : null}
     </View>
@@ -177,7 +192,7 @@ const styles = StyleSheet.create({
   title: {
     fontSize: 18,
     fontWeight: "700",
-    letterSpacing: -0.3,
+    letterSpacing: 0,
   },
   segRow: {
     marginTop: 10,
@@ -204,8 +219,7 @@ const styles = StyleSheet.create({
     gap: 4,
   },
   score: {
-    fontWeight: "800",
-    fontSize: 13,
+    fontWeight: "700",
   },
   reason: {
     fontSize: 12,
@@ -213,26 +227,45 @@ const styles = StyleSheet.create({
     opacity: 0.65,
   },
   actionsRow: {
-    marginTop: 12,
+    marginTop: 16,
     flexDirection: "row",
-    gap: 10,
+    gap: 12,
     alignItems: "center",
+    flexWrap: "wrap",
   },
   primaryBtn: {
-    flex: 1,
-    borderRadius: 12,
+    height: 56,
+    minWidth: 190,
+    alignSelf: "flex-start",
+    borderRadius: 18,
     alignItems: "center",
-    paddingVertical: 11,
+    justifyContent: "center",
+    paddingHorizontal: 22,
+    overflow: "hidden",
+    shadowColor: "#7C5CFF",
+    shadowOpacity: 0.28,
+    shadowRadius: 18,
+    shadowOffset: { width: 0, height: 10 },
+    elevation: 4,
+  },
+  primaryBtnText: {
+    color: "#FFFFFF",
+    fontSize: 15,
+    lineHeight: 19,
+    fontWeight: "700",
+    letterSpacing: 0,
   },
   secondaryBtn: {
+    height: 40,
     borderWidth: 1,
-    borderRadius: 12,
-    paddingHorizontal: 14,
+    borderRadius: 14,
+    paddingHorizontal: 16,
     justifyContent: "center",
     alignItems: "center",
   },
   secondaryBtnText: {
-    fontWeight: "800",
+    fontSize: 13,
+    fontWeight: "700",
   },
   textActions: {
     marginTop: 10,
@@ -240,8 +273,7 @@ const styles = StyleSheet.create({
     justifyContent: "space-between",
   },
   textAction: {
-    fontSize: 12,
-    fontWeight: "700",
+    fontWeight: "600",
   },
   muted: {
     color: "#666",
@@ -253,10 +285,9 @@ const styles = StyleSheet.create({
     paddingVertical: 6,
     paddingHorizontal: 10,
     borderRadius: 10,
-    backgroundColor: "#f3f4f6",
+    borderWidth: 1,
   },
   linkText: {
-    color: "#111",
-    fontWeight: "700",
+    fontWeight: "600",
   },
 });
diff --git a/src/components/aura/AuraGradientButton.tsx b/src/components/aura/AuraGradientButton.tsx
index 1ce7fa2..40291fc 100644
--- a/src/components/aura/AuraGradientButton.tsx
+++ b/src/components/aura/AuraGradientButton.tsx
@@ -1,6 +1,6 @@
 import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
-import { StyleSheet, Text, View, type StyleProp, type ViewStyle } from "react-native";
+import { StyleSheet, Text, View, type StyleProp, type TextStyle, type ViewStyle } from "react-native";
 
 import { Fonts, ThemeTokens } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
@@ -14,12 +14,14 @@ export default function AuraGradientButton({
   disabled = false,
   gradientColors,
   labelColor,
+  labelStyle,
   innerBackgroundColor,
   innerOverlayColors,
 }: {
   label: string;
   onPress: () => void;
   style?: StyleProp<ViewStyle>;
+  labelStyle?: StyleProp<TextStyle>;
   disabled?: boolean;
   gradientColors?: readonly [string, string, ...string[]];
   labelColor?: string;
@@ -59,7 +61,7 @@ export default function AuraGradientButton({
             style={StyleSheet.absoluteFill}
           />
         )}
-        <Text style={[styles.label, labelColor ? { color: labelColor } : null]}>{label}</Text>
+        <Text style={[styles.label, labelColor ? { color: labelColor } : null, labelStyle]}>{label}</Text>
       </View>
     </AuraPressable>
   );
diff --git a/src/components/home/AuraLookModule.tsx b/src/components/home/AuraLookModule.tsx
index 624bebe..8d9b8fa 100644
--- a/src/components/home/AuraLookModule.tsx
+++ b/src/components/home/AuraLookModule.tsx
@@ -1,10 +1,12 @@
 import React from "react";
-import { Pressable, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook, AuraLookAction } from "@/src/types/aura";
@@ -49,13 +51,13 @@ export default function AuraLookModule({
       >
         <View style={{ padding: layout.cardPadding, gap: 12 }}>
         <View style={{ gap: 4 }}>
-          <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
+          <Text style={[homeTypography.label, { color: colors.lightPurple }]}>
             {eyebrow}
           </Text>
-          <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900", letterSpacing: -0.5 }}>
+          <Text style={[homeTypography.titleMedium, { color: colors.text }]}>
             {fallbackTitle}
           </Text>
-          <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 14, lineHeight: 23 }}>
+          <Text style={[homeTypography.body, { color: colors.textSecondary, opacity: 0.8 }]}>
             {fallbackBody ?? "Ask AURA for a date look, a casual look, or a sharper outfit and Home will surface the visual recommendation here."}
           </Text>
         </View>
@@ -67,9 +69,13 @@ export default function AuraLookModule({
               onPress={() => onAskAura(primaryPrompt ?? "Build a casual look with a visual outfit recommendation.")}
             />
           </View>
-          <Pressable
+          <AuraPressable
             onPress={() => onAskAura(secondaryPrompt ?? "Find gaps in my wardrobe and show a hybrid visual look.")}
-            style={({ pressed }) => ({
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.97}
+            pressedOpacity={0.88}
+            style={{
               flex: 1,
               borderRadius: layout.mediumRadius,
               paddingVertical: 13,
@@ -77,11 +83,10 @@ export default function AuraLookModule({
               backgroundColor: "rgba(255,255,255,0.04)",
               borderWidth: 1,
               borderColor: "rgba(243,223,195,0.14)",
-              opacity: pressed ? 0.82 : 1,
-            })}
+            }}
           >
-            <Text style={{ color: colors.text, fontWeight: "900" }}>Find gaps</Text>
-          </Pressable>
+            <Text style={[homeTypography.buttonText, { color: colors.text }]}>Find gaps</Text>
+          </AuraPressable>
         </View>
         </View>
       </AuraGlassCard>
@@ -91,14 +96,14 @@ export default function AuraLookModule({
   return (
     <View style={{ gap: 10 }}>
       <View style={{ gap: 3 }}>
-        <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
+        <Text style={[homeTypography.label, { color: colors.lightPurple }]}>
           {eyebrow}
         </Text>
-        <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900", letterSpacing: -0.5 }}>
+        <Text style={[homeTypography.titleMedium, { color: colors.text }]}>
           {title}
         </Text>
         {subtitle ? (
-          <Text style={{ color: colors.textSecondary, fontSize: 13.5, lineHeight: 20 }}>
+          <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]}>
             {subtitle}
           </Text>
         ) : null}
@@ -108,6 +113,7 @@ export default function AuraLookModule({
         look={look}
         itemsById={itemsById}
         onAction={onAction}
+        boardVariant="home"
         viewportWidth={layout.width - layout.horizontalPadding * 2}
       />
     </View>
diff --git a/src/components/home/ContinueChatCard.tsx b/src/components/home/ContinueChatCard.tsx
index b68d233..235d520 100644
--- a/src/components/home/ContinueChatCard.tsx
+++ b/src/components/home/ContinueChatCard.tsx
@@ -1,7 +1,9 @@
 import React from "react";
-import { Pressable, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { sanitizeDisplayText } from "@/src/lib/text";
 
@@ -32,33 +34,36 @@ export default function ContinueChatCard({
   const cleanPreview = sanitizeDisplayText(preview);
 
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
-      style={({ pressed }) => ({
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.985}
+      pressedOpacity={0.88}
+      style={{
         borderRadius: layout.largeRadius,
         padding: layout.cardPadding,
         backgroundColor: colors.surface,
         borderWidth: 1,
         borderColor: colors.border,
-        opacity: pressed ? 0.86 : 1,
         gap: 12,
-      })}
+      }}
     >
       <View style={{ gap: 4 }}>
-        <Text style={{ color: colors.softPurple, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }}>
+        <Text style={[homeTypography.label, { color: colors.lightPurple }]}>
           PICK UP THE THREAD
         </Text>
-        <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900", letterSpacing: -0.5 }} numberOfLines={1} ellipsizeMode="tail">
+        <Text style={[homeTypography.titleMedium, { color: colors.text }]} numberOfLines={1} ellipsizeMode="tail">
           {title?.trim() || "Resume your last fitting"}
         </Text>
       </View>
 
-      <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 14, lineHeight: 23 }} numberOfLines={2} ellipsizeMode="tail">
+      <Text style={[homeTypography.body, { color: colors.textSecondary, opacity: 0.8 }]} numberOfLines={2} ellipsizeMode="tail">
         {cleanPreview}
       </Text>
 
       <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-        <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
+        <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>
           {formatRelativeTime(updatedAt)}
         </Text>
         <View
@@ -71,9 +76,9 @@ export default function ContinueChatCard({
             borderColor: colors.purpleBorder,
           }}
         >
-          <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>Continue in AURA</Text>
+          <Text style={[homeTypography.caption, { color: colors.text, fontWeight: "600" }]}>Continue in AURA</Text>
         </View>
       </View>
-    </Pressable>
+    </AuraPressable>
   );
 }
diff --git a/src/components/home/ContinueSection.tsx b/src/components/home/ContinueSection.tsx
index 7d1467f..0529261 100644
--- a/src/components/home/ContinueSection.tsx
+++ b/src/components/home/ContinueSection.tsx
@@ -1,8 +1,10 @@
 import AppImage from "@/src/components/common/AppImage";
 import React from "react";
-import { Pressable, ScrollView, Text, View } from "react-native";
+import { ScrollView, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -81,18 +83,22 @@ export default function ContinueSection({
   return (
     <View style={{ gap: 12 }}>
       <View style={{ gap: 3 }}>
-        <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>{title}</Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 13 }}>{subtitle}</Text>
+        <Text style={[homeTypography.titleMedium, { color: colors.text }]}>{title}</Text>
+        <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]}>{subtitle}</Text>
       </View>
       <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 12, paddingRight: 8 }}>
         {items.map((item) => {
           const imageUri = getItemImageUrl(item, { variant: "thumb" });
           const momentumImageStyle = getMomentumImageStyle(item);
           return (
-            <Pressable
+            <AuraPressable
               key={item.id}
               onPress={() => onPressItem(item)}
-              style={({ pressed }) => ({
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.975}
+              pressedOpacity={0.88}
+              style={{
                 width: cardWidth,
                 height: cardHeight,
                 borderRadius: layout.mediumRadius,
@@ -100,18 +106,20 @@ export default function ContinueSection({
                 borderWidth: 1,
                 borderColor: colors.border,
                 backgroundColor: colors.surface,
-                opacity: pressed ? 0.84 : 1,
-              })}
+              }}
             >
               <View
                 style={{
                   height: imageFrameHeight,
-                  backgroundColor: colors.surfaceSoft,
+                  margin: 8,
+                  marginBottom: 0,
+                  borderRadius: layout.mediumRadius - 4,
+                  borderWidth: 1,
+                  borderColor: "rgba(10,10,15,0.06)",
+                  backgroundColor: colors.outfitBoardBackground,
                   alignItems: "center",
                   justifyContent: "center",
                   overflow: "hidden",
-                  borderTopLeftRadius: layout.mediumRadius,
-                  borderTopRightRadius: layout.mediumRadius,
                 }}
               >
                 {imageUri ? (
@@ -123,26 +131,26 @@ export default function ContinueSection({
                     resizeMode="contain"
                   />
                 ) : (
-                  <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>No image</Text>
+                  <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>No image</Text>
                 )}
               </View>
               <View style={{ flex: 1, padding: 12, gap: 4, justifyContent: "space-between" }}>
-                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900", lineHeight: 18 }} numberOfLines={2}>
+                <Text style={[homeTypography.slotTitle, { color: colors.text }]} numberOfLines={2}>
                   {itemTitle(item)}
                 </Text>
-                <Text style={{ color: colors.textSecondary, fontSize: 12 }} numberOfLines={1}>
+                <Text style={[homeTypography.caption, { color: colors.textSecondary }]} numberOfLines={1}>
                   {[item.brand || null, item.status].filter(Boolean).join(" • ")}
                 </Text>
                 <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", marginTop: 2 }}>
-                  <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }} numberOfLines={1}>
+                  <Text style={[homeTypography.caption, { color: colors.text, fontWeight: "600" }]} numberOfLines={1}>
                     Build around this
                   </Text>
-                  <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
+                  <Text style={[homeTypography.caption, { color: colors.textSecondary, fontWeight: "600" }]}>
                     →
                   </Text>
                 </View>
               </View>
-            </Pressable>
+            </AuraPressable>
           );
         })}
       </ScrollView>
diff --git a/src/components/home/HomeHero.tsx b/src/components/home/HomeHero.tsx
index d420e77..28c7ca0 100644
--- a/src/components/home/HomeHero.tsx
+++ b/src/components/home/HomeHero.tsx
@@ -16,6 +16,7 @@ import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -40,6 +41,12 @@ function slotVerb(slot: SlotKey) {
   return "Finish";
 }
 
+function previewImageFrame(slot: SlotKey) {
+  if (slot === "outerwear") return { width: "108%" as const, height: "104%" as const };
+  if (slot === "shoes") return { width: "84%" as const, height: "76%" as const };
+  return { width: "106%" as const, height: "102%" as const };
+}
+
 function IridecentHeroLine({ colors }: { colors: AppColors }) {
   const reduceMotion = useReduceMotion();
   const progress = useSharedValue(reduceMotion ? 1 : 0);
@@ -116,8 +123,10 @@ export default function HomeHero({
   const layout = useResponsiveLayout();
   const hasPlan = !!record?.plannedOutfit;
   const hasWorn = !!record?.wornOutfit;
-  const reasons = record?.plannedOutfit?.reasons?.slice(0, 2) ?? [];
   const slots: SlotKey[] = ["outerwear", "top", "bottom", "shoes"];
+  const previewTileHeight = layout.screenSize === "compact" ? 104 : layout.screenSize === "large" ? 120 : 112;
+  const cardPadding = layout.screenSize === "compact" ? 16 : 18;
+  const visibleGuidancePhrases = guidancePhrases.slice(0, 2);
   const primaryLabel = "Style me now";
   const secondaryLabel = "3 directions";
   const statusEyebrow = hasWorn ? "ON YOU TODAY" : hasPlan ? "PLANNED FOR TODAY" : "AURA READY";
@@ -131,40 +140,77 @@ export default function HomeHero({
   const previewSlots = slots
     .map((slot) => ({ slot, item: itemForSlot(record, itemsById, slot) }))
     .filter((entry) => !!entry.item);
-  const leadPreview = previewSlots[0] ?? null;
-  const secondaryPreview = previewSlots.slice(1, 4);
+  const previewEntries = previewSlots.slice(0, 4);
 
   return (
-      <View style={{ gap: 8 }}>
-      <View style={{ gap: 6 }}>
-        <Text style={{ color: colors.textSecondary, fontSize: 14, fontWeight: "700" }} numberOfLines={1} ellipsizeMode="tail">
+      <View style={{ gap: 12 }}>
+      <View style={{ gap: 7 }}>
+        <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, fontWeight: "700" }]} numberOfLines={1} ellipsizeMode="tail">
           {greeting}
         </Text>
-        <Text style={{ color: colors.text, fontSize: 34 * layout.titleScale, fontWeight: "900", letterSpacing: -1 }} numberOfLines={1} ellipsizeMode="tail">
+        <Text
+          style={[
+            homeTypography.titleLarge,
+            {
+              color: colors.text,
+              fontSize: 34 * layout.titleScale,
+              lineHeight: 40 * layout.titleScale,
+            },
+          ]}
+          numberOfLines={1}
+          ellipsizeMode="tail"
+        >
           Today&apos;s Look
         </Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 14 }} numberOfLines={1} ellipsizeMode="tail">
+        <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]} numberOfLines={1} ellipsizeMode="tail">
           {weatherLabel}
         </Text>
       </View>
 
         <AuraGlassCard
           warmHero
-          intensity={18}
+          intensity={34}
           style={{
             borderRadius: layout.largeRadius,
+            shadowColor: colors.lightPurple,
+            shadowOpacity: 0.16,
+            shadowRadius: 34,
+            shadowOffset: { width: 0, height: 18 },
+          }}
+          contentStyle={{
+            backgroundColor: "rgba(18,18,28,0.74)",
+            borderWidth: 1,
+            borderColor: "rgba(255,255,255,0.10)",
           }}
         >
         <IridecentHeroLine colors={colors} />
         <LinearGradient
           pointerEvents="none"
-          colors={[colors.warmGlow, "transparent", "rgba(255,255,255,0.015)"]}
+          colors={["rgba(124,92,255,0.12)", "rgba(255,255,255,0.025)", "rgba(18,18,28,0.02)"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
           style={{ position: "absolute", inset: 0 }}
         />
-        <View style={{ minHeight: layout.heroHeight + 32, padding: layout.cardPadding + 2, gap: 20, justifyContent: "space-between" }}>
-          <View style={{ gap: 18 }}>
+        <LinearGradient
+          pointerEvents="none"
+          colors={["rgba(255,255,255,0.12)", "rgba(255,255,255,0.02)", "transparent"]}
+          start={{ x: 0, y: 0 }}
+          end={{ x: 0, y: 1 }}
+          style={{ position: "absolute", top: 0, left: 0, right: 0, height: 72, opacity: 0.48 }}
+        />
+        <View
+          pointerEvents="none"
+          style={{
+            position: "absolute",
+            top: 1,
+            left: 18,
+            right: 18,
+            height: 1,
+            backgroundColor: "rgba(255,255,255,0.12)",
+          }}
+        />
+        <View style={{ minHeight: layout.heroHeight + 18, padding: cardPadding, gap: 18, justifyContent: "space-between" }}>
+          <View style={{ gap: 14 }}>
             <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
               <View
                 style={{
@@ -176,243 +222,182 @@ export default function HomeHero({
                   borderColor: colors.border,
                 }}
               >
-                <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 0.9 }}>
+                <Text style={[homeTypography.label, { color: colors.lightPurple, opacity: 0.7 }]}>
                   {statusEyebrow}
                 </Text>
               </View>
             </View>
 
             <View style={{ gap: 8 }}>
-              <Text style={{ color: colors.text, fontSize: 30 * layout.titleScale, fontWeight: "900", letterSpacing: -1 }} numberOfLines={2} ellipsizeMode="tail">
+              <Text
+                style={[
+                  homeTypography.titleMedium,
+                  {
+                    color: colors.text,
+                    fontSize: 30 * layout.titleScale,
+                    lineHeight: 36 * layout.titleScale,
+                  },
+                ]}
+                numberOfLines={2}
+                ellipsizeMode="tail"
+              >
                 {title}
               </Text>
-              <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 14.5, lineHeight: 23 }} numberOfLines={3} ellipsizeMode="tail">
+              <Text style={[homeTypography.body, { color: colors.textSecondary, opacity: 0.76 }]} numberOfLines={2} ellipsizeMode="tail">
                 {subtitle}
               </Text>
               {stylistNote ? (
-                <Text style={{ color: colors.lightPurple, fontSize: 12.5, fontWeight: "800" }} numberOfLines={2} ellipsizeMode="tail">
+                <Text style={[homeTypography.accentNote, { color: colors.lightPurple, opacity: 0.74 }]} numberOfLines={1} ellipsizeMode="tail">
                   {stylistNote}
                 </Text>
               ) : null}
             </View>
 
             {hasPlan || hasWorn ? (
-              leadPreview ? (
+              previewEntries.length ? (
                 <View
                   style={{
-                    flexDirection: layout.screenSize === "compact" ? "column" : "row",
+                    flexDirection: "row",
+                    flexWrap: "wrap",
                     gap: 10,
-                    alignItems: "stretch",
                   }}
                 >
-                  <View
-                    style={{
-                      flex: layout.screenSize === "compact" ? undefined : 1.2,
-                      minHeight: layout.screenSize === "compact" ? 180 : 208,
-                      borderRadius: layout.largeRadius - 4,
-                      backgroundColor: colors.surface,
-                      borderWidth: 1,
-                      borderColor: colors.border,
-                      overflow: "hidden",
-                    }}
-                  >
-                    {(() => {
-                      const imageUri = getItemImageUrl(leadPreview.item, { variant: "thumb" });
-                      const imagePresentation = getItemImagePresentation(leadPreview.item, {
+                  {previewEntries.map(({ slot, item }) => {
+                      const imageUri = getItemImageUrl(item, { variant: "thumb" });
+                      const imagePresentation = getItemImagePresentation(item, {
                         surface: "home_today",
                       });
+                      const featured = slot === "outerwear";
 
                       return (
-                        <>
+                        <View
+                          key={slot}
+                          style={{
+                            flexBasis: "47.5%",
+                            flexGrow: 1,
+                            minHeight: previewTileHeight,
+                            borderRadius: layout.mediumRadius,
+                            backgroundColor: featured ? colors.surface : colors.surfaceSoft,
+                            borderWidth: 1,
+                            borderColor: featured ? colors.borderStrong : colors.border,
+                            overflow: "hidden",
+                          }}
+                        >
                           <LinearGradient
                             pointerEvents="none"
-                            colors={["rgba(255,255,255,0.04)", "rgba(255,255,255,0.00)", colors.overlay]}
+                            colors={["rgba(255,255,255,0.04)", "rgba(255,255,255,0.00)", "rgba(0,0,0,0.10)"]}
                             start={{ x: 0, y: 0 }}
                             end={{ x: 0, y: 1 }}
-                            style={{ position: "absolute", inset: 0, zIndex: 1 }}
+                            style={{ position: "absolute", inset: 0 }}
                           />
                           <View
                             style={{
                               position: "absolute",
-                              left: 12,
-                              top: 12,
+                              left: 10,
+                              top: 9,
                               zIndex: 2,
-                              paddingHorizontal: 10,
-                              paddingVertical: 6,
+                              paddingHorizontal: 9,
+                              paddingVertical: 4,
                               borderRadius: 999,
                               backgroundColor: colors.dockBackground,
                               borderWidth: 1,
                               borderColor: colors.border,
                             }}
                           >
-                            <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 0.8 }}>
-                              {slotVerb(leadPreview.slot)}
-                            </Text>
-                          </View>
-                          <View style={{ flex: 1, paddingHorizontal: 14, paddingVertical: 12, alignItems: "center", justifyContent: "center" }}>
-                            {imageUri ? (
-                              <AppImage
-                                source={{
-                                  uri: imageUri,
-                                }}
-                                style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
-                                resizeMode="contain"
-                              />
-                            ) : null}
-                          </View>
-                          <View
-                            style={{
-                              position: "absolute",
-                              left: 14,
-                              right: 14,
-                              bottom: 12,
-                              zIndex: 2,
-                            }}
-                          >
-                            <Text style={{ color: colors.textPrimary, fontSize: 16, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
-                              {slotLabel(leadPreview.slot)}
+                            <Text style={[homeTypography.label, { color: featured ? colors.lightPurple : colors.textSecondary, opacity: featured ? 0.78 : 0.72 }]}>
+                              {slotVerb(slot)}
                             </Text>
                           </View>
-                        </>
-                      );
-                    })()}
-                  </View>
-
-                  <View style={{ flex: 1, gap: 10 }}>
-                    {secondaryPreview.map(({ slot, item }) => {
-                      const imageUri = getItemImageUrl(item, { variant: "thumb" });
-                      const imagePresentation = getItemImagePresentation(item, {
-                        surface: "home_today",
-                      });
-
-                      return (
-                        <View
-                          key={slot}
-                          style={{
-                            flex: 1,
-                            minHeight: 88,
-                            borderRadius: layout.mediumRadius,
-                            backgroundColor: colors.surfaceSoft,
-                            borderWidth: 1,
-                            borderColor: colors.border,
-                            overflow: "hidden",
-                            flexDirection: "row",
-                            alignItems: "center",
-                          }}
-                        >
-                          <View style={{ flex: 0.9, paddingHorizontal: 10, paddingVertical: 10, alignItems: "center", justifyContent: "center" }}>
+                          <View style={{ flex: 1, paddingHorizontal: 0, paddingTop: 20, paddingBottom: 14, alignItems: "center", justifyContent: "center" }}>
                             {imageUri ? (
                               <AppImage
                                 source={{
                                   uri: imageUri,
                                 }}
-                                style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+                                style={[previewImageFrame(slot), imagePresentation.imageStyle]}
                                 resizeMode="contain"
                               />
                             ) : null}
                           </View>
-                          <View style={{ flex: 1.1, paddingRight: 12, gap: 4 }}>
-                            <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 0.7 }}>
-                              {slotVerb(slot)}
-                            </Text>
-                            <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }} numberOfLines={1}>
+                          <View style={{ position: "absolute", left: 12, right: 12, bottom: 10 }}>
+                            <Text style={[homeTypography.slotTitle, { color: colors.text }]} numberOfLines={1}>
                               {slotLabel(slot)}
                             </Text>
                           </View>
                         </View>
                       );
                     })}
-                  </View>
                 </View>
               ) : null
             ) : (
-              <View style={{ gap: 10, paddingTop: 2 }}>
+              <View style={{ gap: 8, paddingTop: 1 }}>
                 <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                  {guidancePhrases.map((phrase) => (
+                  {visibleGuidancePhrases.map((phrase) => (
                     <View
                       key={phrase}
                       style={{
-                        paddingHorizontal: 12,
-                        paddingVertical: 8,
+                        paddingHorizontal: 10,
+                        paddingVertical: 6,
                         borderRadius: 999,
                         backgroundColor: colors.chipBackground,
                         borderWidth: 1,
                         borderColor: colors.border,
                       }}
                     >
-                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>
+                      <Text style={[homeTypography.chipText, { color: colors.text }]}>
                         {phrase}
                       </Text>
                     </View>
                   ))}
                 </View>
-                <Text style={{ color: colors.textSecondary, opacity: 0.65, fontSize: 13, lineHeight: 21 }}>
-                  AURA can start from what is ready now and push it in a cleaner direction from there.
+                <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.82 }]} numberOfLines={1}>
+                  AURA starts with what is wearable now.
                 </Text>
               </View>
             )}
 
-            {reasons.length ? (
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                {reasons.map((reason) => (
-                  <View
-                    key={reason}
-                    style={{
-                      paddingHorizontal: 11,
-                      paddingVertical: 8,
-                      borderRadius: 999,
-                      backgroundColor: colors.chipBackground,
-                      borderWidth: 1,
-                      borderColor: colors.border,
-                    }}
-                  >
-                    <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "700" }} numberOfLines={2} ellipsizeMode="tail">
-                      {reason}
-                    </Text>
-                  </View>
-                ))}
-              </View>
-            ) : null}
-
             {personalHint ? (
               <View
                 style={{
                   alignSelf: "flex-start",
                   paddingHorizontal: 11,
-                  paddingVertical: 7,
+                  paddingVertical: 6,
                   borderRadius: layout.pillRadius,
                   backgroundColor: colors.surfaceSoft,
                   borderWidth: 1,
                   borderColor: colors.border,
                 }}
               >
-                <Text style={{ color: colors.textSecondary, fontSize: 12.5 }} numberOfLines={2} ellipsizeMode="tail">
+                <Text style={[homeTypography.caption, { color: colors.textSecondary }]} numberOfLines={1} ellipsizeMode="tail">
                   {personalHint}
                 </Text>
               </View>
             ) : null}
           </View>
 
-          <View style={{ flexDirection: "row", gap: 10 }}>
-            <AuraGradientButton
-              label={primaryLabel}
-              onPress={onPrimaryAction}
-              gradientColors={[colors.ctaCream, colors.ctaCream]}
-              labelColor={colors.ctaText}
-              innerBackgroundColor={colors.ctaCream}
-              innerOverlayColors={["rgba(255,255,255,0.14)", "rgba(255,255,255,0.04)"]}
-              style={{ flex: 1, minHeight: 52, borderRadius: layout.mediumRadius }}
-            />
+          <View style={{ flexDirection: "row", gap: 12, alignItems: "stretch" }}>
+            <View style={{ flex: 1.08 }}>
+              <AuraGradientButton
+                label={primaryLabel}
+                onPress={onPrimaryAction}
+                gradientColors={[colors.ctaCream, colors.ctaCream]}
+                labelColor={colors.ctaText}
+                innerBackgroundColor={colors.ctaCream}
+                innerOverlayColors={["rgba(255,255,255,0.14)", "rgba(255,255,255,0.04)"]}
+                labelStyle={{ fontSize: 16.5, lineHeight: 21, fontWeight: "900" }}
+                style={{ minHeight: 54, borderRadius: layout.mediumRadius }}
+              />
+            </View>
             <AuraPressable
               onPress={onSecondaryAction}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.97}
               pressedOpacity={0.9}
+              containerStyle={{ flex: 1 }}
               style={{
-                flex: 1,
                 borderRadius: layout.mediumRadius,
-                minHeight: 52,
+                minHeight: 54,
                 paddingHorizontal: 16,
                 alignItems: "center",
                 justifyContent: "center",
@@ -422,8 +407,10 @@ export default function HomeHero({
               }}
             >
               <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "center", gap: 8 }}>
-                <Ionicons name="git-branch-outline" size={16} color={colors.text} />
-                <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900", textAlign: "center" }}>{secondaryLabel}</Text>
+                <Ionicons name="git-branch-outline" size={15} color={colors.text} />
+                <Text style={[homeTypography.buttonText, { color: colors.text, textAlign: "center" }]} numberOfLines={1}>
+                  {secondaryLabel}
+                </Text>
               </View>
             </AuraPressable>
           </View>
diff --git a/src/components/home/InsightCard.tsx b/src/components/home/InsightCard.tsx
index 2be0f31..488389f 100644
--- a/src/components/home/InsightCard.tsx
+++ b/src/components/home/InsightCard.tsx
@@ -1,7 +1,9 @@
 import React from "react";
-import { Pressable, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export default function InsightCard({
@@ -31,11 +33,11 @@ export default function InsightCard({
         gap: 12,
       }}
     >
-      <Text style={{ color: colors.softPurple, fontSize: 11, fontWeight: "800", letterSpacing: 1.5 }} numberOfLines={1} ellipsizeMode="tail">
+      <Text style={[homeTypography.label, { color: colors.lightPurple }]} numberOfLines={1} ellipsizeMode="tail">
         {eyebrow}
       </Text>
-      <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: -0.3 }} numberOfLines={2} ellipsizeMode="tail">{title}</Text>
-      <Text style={{ color: colors.textSecondary, opacity: 0.86, fontSize: 13, lineHeight: 21 }} numberOfLines={2} ellipsizeMode="tail">{body}</Text>
+      <Text style={[homeTypography.titleSmall, { color: colors.text }]} numberOfLines={2} ellipsizeMode="tail">{title}</Text>
+      <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, opacity: 0.86 }]} numberOfLines={2} ellipsizeMode="tail">{body}</Text>
       {ctaLabel ? (
         <View
           style={{
@@ -47,12 +49,22 @@ export default function InsightCard({
             paddingVertical: 8,
           }}
         >
-          <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">{ctaLabel} →</Text>
+          <Text style={[homeTypography.caption, { color: colors.ctaText, fontWeight: "700" }]} numberOfLines={1} ellipsizeMode="tail">{ctaLabel} →</Text>
         </View>
       ) : null}
     </View>
   );
 
   if (!onPress) return content;
-  return <Pressable onPress={onPress} style={({ pressed }) => ({ opacity: pressed ? 0.84 : 1 })}>{content}</Pressable>;
+  return (
+    <AuraPressable
+      onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.985}
+      pressedOpacity={0.88}
+    >
+      {content}
+    </AuraPressable>
+  );
 }
diff --git a/src/components/home/QuickActionRail.tsx b/src/components/home/QuickActionRail.tsx
index fa4b9a9..a69c3c7 100644
--- a/src/components/home/QuickActionRail.tsx
+++ b/src/components/home/QuickActionRail.tsx
@@ -1,10 +1,11 @@
 import { Ionicons } from "@expo/vector-icons";
 import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
-import { ScrollView, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export type QuickActionItem = {
@@ -46,25 +47,29 @@ export default function QuickActionRail({
         pressedScale={0.97}
         pressedOpacity={0.9}
         style={{
-          borderRadius: layout.mediumRadius,
+          borderRadius: layout.largeRadius,
           overflow: "hidden",
-          backgroundColor: colors.surface,
+          backgroundColor: "rgba(18,18,28,0.76)",
           borderWidth: 1,
-          borderColor: colors.border,
+          borderColor: "rgba(255,255,255,0.10)",
+          shadowColor: colors.lightPurple,
+          shadowOpacity: 0.1,
+          shadowRadius: 24,
+          shadowOffset: { width: 0, height: 12 },
         }}
       >
         <LinearGradient
-          colors={[colors.primaryPurple, colors.softPurple]}
+          colors={["rgba(255,255,255,0.08)", "rgba(124,92,255,0.06)", "rgba(237,233,227,0.024)"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
-          style={{ paddingHorizontal: 18, paddingVertical: 15, gap: 6 }}
+          style={{ paddingHorizontal: 18, paddingVertical: 15, gap: 8 }}
         >
-          <Text style={{ color: colors.textPrimary, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
+          <Text style={[homeTypography.label, { color: colors.ctaCream, letterSpacing: 0.95, opacity: 0.78 }]}>
             START HERE
           </Text>
-          <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "center", gap: 9 }}>
-            <Ionicons name={iconForAction(primaryAction.key, primaryAction.label)} size={15} color={colors.textPrimary} />
-            <Text style={{ color: colors.textPrimary, fontWeight: "900", fontSize: 16, textAlign: "center" }}>
+          <View style={{ flexDirection: "row", alignItems: "center", gap: 11 }}>
+            <Ionicons name={iconForAction(primaryAction.key, primaryAction.label)} size={17} color={colors.textPrimary} />
+            <Text style={[homeTypography.titleSmall, { color: colors.textPrimary }]}>
               {primaryAction.label}
             </Text>
           </View>
@@ -72,7 +77,7 @@ export default function QuickActionRail({
       </AuraPressable>
 
       {secondaryActions.length ? (
-        <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 12, paddingRight: 8 }}>
+        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
           {secondaryActions.map((action) => (
             <AuraPressable
               key={action.key}
@@ -83,7 +88,9 @@ export default function QuickActionRail({
               pressedOpacity={0.88}
               style={{
                 borderRadius: layout.pillRadius,
-                paddingHorizontal: 14,
+                minHeight: 42,
+                justifyContent: "center",
+                paddingHorizontal: 15,
                 paddingVertical: 10,
                 backgroundColor: colors.chipBackground,
                 borderWidth: 1,
@@ -96,13 +103,13 @@ export default function QuickActionRail({
                   size={14}
                   color={colors.textSecondary}
                 />
-                <Text style={{ color: colors.text, fontWeight: "800", fontSize: 13 }}>
+                <Text style={[homeTypography.bodySmall, { color: colors.text, fontSize: 13, fontWeight: "800" }]}>
                   {action.label}
                 </Text>
               </View>
             </AuraPressable>
           ))}
-        </ScrollView>
+        </View>
       ) : null}
     </View>
   );
diff --git a/src/components/home/SmartToolsGrid.tsx b/src/components/home/SmartToolsGrid.tsx
index bc95bae..e58f8b8 100644
--- a/src/components/home/SmartToolsGrid.tsx
+++ b/src/components/home/SmartToolsGrid.tsx
@@ -1,8 +1,10 @@
 import { MaterialCommunityIcons } from "@expo/vector-icons";
 import React from "react";
-import { Pressable, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export type SmartTool = {
@@ -35,10 +37,10 @@ export default function SmartToolsGrid({
     <View style={{ gap: 12 }}>
       <View style={{ gap: 3 }}>
         <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>Support tools</Text>
-          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>Secondary</Text>
+          <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Support tools</Text>
+          <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Secondary</Text>
         </View>
-        <Text style={{ color: colors.textSecondary, fontSize: 12.5 }}>
+        <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>
           Care, gaps, and planning support when you want to tighten the system around the look.
         </Text>
       </View>
@@ -46,10 +48,14 @@ export default function SmartToolsGrid({
         {tools.map((tool) => {
           const isSoon = tool.badge === "Soon";
           return (
-            <Pressable
+            <AuraPressable
               key={tool.key}
               onPress={tool.onPress}
-              style={({ pressed }) => ({
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.975}
+              pressedOpacity={isSoon ? 0.92 : 0.86}
+              style={{
                 width: tileWidth,
                 minHeight: layout.smartToolHeight + (layout.screenSize === "large" ? 10 : 0),
                 borderRadius: layout.mediumRadius,
@@ -57,9 +63,9 @@ export default function SmartToolsGrid({
                 backgroundColor: isSoon ? colors.surfaceSoft : colors.surface,
                 borderWidth: 1,
                 borderColor: colors.border,
-                opacity: pressed ? (isSoon ? 0.92 : 0.84) : isSoon ? 0.9 : 1,
+                opacity: isSoon ? 0.9 : 1,
                 gap: 12,
-              })}
+              }}
             >
               <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
                 <View
@@ -83,24 +89,24 @@ export default function SmartToolsGrid({
                       backgroundColor: isSoon ? colors.chipBackground : colors.purpleSurface,
                     }}
                   >
-                    <Text style={{ color: isSoon ? colors.textSecondary : colors.lightPurple, fontSize: 11, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
+                    <Text style={[homeTypography.label, { color: isSoon ? colors.textSecondary : colors.lightPurple }]} numberOfLines={1} ellipsizeMode="tail">
                       {tool.badge}
                     </Text>
                   </View>
                 ) : null}
               </View>
               <View style={{ gap: 4 }}>
-                <Text style={{ color: isSoon ? colors.textSecondary : colors.text, fontSize: 16, fontWeight: "600" }} numberOfLines={1} ellipsizeMode="tail">
+                <Text style={[homeTypography.titleSmall, { color: isSoon ? colors.textSecondary : colors.text, fontSize: 16, lineHeight: 21 }]} numberOfLines={1} ellipsizeMode="tail">
                   {tool.title}
                 </Text>
-                <Text style={{ color: colors.textSecondary, opacity: 0.55, fontSize: 12, lineHeight: 20 }} numberOfLines={3} ellipsizeMode="tail">
+                <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.68 }]} numberOfLines={3} ellipsizeMode="tail">
                   {tool.subtitle}
                 </Text>
-                <Text style={{ color: isSoon ? colors.textSecondary : colors.text, fontSize: 11.5, fontWeight: "800", marginTop: 2 }} numberOfLines={1}>
+                <Text style={[homeTypography.caption, { color: isSoon ? colors.textSecondary : colors.text, fontWeight: "600", marginTop: 2 }]} numberOfLines={1}>
                   Open →
                 </Text>
               </View>
-            </Pressable>
+            </AuraPressable>
           );
         })}
       </View>
diff --git a/src/components/home/TodayOutfitCard.tsx b/src/components/home/TodayOutfitCard.tsx
index 93ea82c..dcaff1f 100644
--- a/src/components/home/TodayOutfitCard.tsx
+++ b/src/components/home/TodayOutfitCard.tsx
@@ -5,6 +5,7 @@ import { Pressable, Text, View } from "react-native";
 import type { AppColors } from "@/constants/theme";
 import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
+import { homeTypography } from "@/src/components/home/homeTypography";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -54,15 +55,15 @@ export default function TodayOutfitCard({
       <View style={{ padding: layout.cardPadding, gap: 16 }}>
       <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
         <View style={{ gap: 4 }}>
-          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800", letterSpacing: 0.8 }}>
+          <Text style={[homeTypography.label, { color: colors.textSecondary }]}>
             TODAY’S OUTFIT
           </Text>
-          <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">
+          <Text style={[homeTypography.titleMedium, { color: colors.text }]} numberOfLines={1} ellipsizeMode="tail">
             {hasWorn ? "Already worn" : hasPlan ? "Ready to go" : "Not planned yet"}
           </Text>
         </View>
         <Pressable onPress={onOpenCalendar}>
-          <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800" }} numberOfLines={1} ellipsizeMode="tail">
+          <Text style={[homeTypography.caption, { color: colors.textSecondary, fontWeight: "600" }]} numberOfLines={1} ellipsizeMode="tail">
             Open day
           </Text>
         </Pressable>
@@ -100,7 +101,7 @@ export default function TodayOutfitCard({
                     />
                   ) : null}
                 </View>
-                <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", textAlign: "center" }}>
+                <Text style={[homeTypography.caption, { color: colors.textSecondary, textAlign: "center" }]}>
                   {slotLabel(slot)}
                 </Text>
               </View>
@@ -108,7 +109,7 @@ export default function TodayOutfitCard({
           })}
         </View>
       ) : (
-        <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 22 }} numberOfLines={3} ellipsizeMode="tail">
+        <Text style={[homeTypography.body, { color: colors.textSecondary }]} numberOfLines={3} ellipsizeMode="tail">
           Build a look from your wardrobe, save it to today, and come back here when you need it fast.
         </Text>
       )}
@@ -116,7 +117,7 @@ export default function TodayOutfitCard({
       {reasons.length ? (
         <View style={{ gap: 4 }}>
           {reasons.map((reason) => (
-            <Text key={reason} style={{ color: colors.textSecondary, fontSize: 13 }} numberOfLines={2} ellipsizeMode="tail">
+            <Text key={reason} style={[homeTypography.bodySmall, { color: colors.textSecondary }]} numberOfLines={2} ellipsizeMode="tail">
               • {reason}
             </Text>
           ))}
@@ -144,7 +145,7 @@ export default function TodayOutfitCard({
             opacity: pressed ? 0.82 : 1,
           })}
         >
-          <Text style={{ color: colors.text, fontWeight: "900" }} numberOfLines={1} ellipsizeMode="tail">Ask Stylist</Text>
+          <Text style={[homeTypography.buttonText, { color: colors.text }]} numberOfLines={1} ellipsizeMode="tail">Ask Stylist</Text>
         </Pressable>
       </View>
       </View>
diff --git a/src/components/home/homeTypography.ts b/src/components/home/homeTypography.ts
new file mode 100644
index 0000000..1d1044d
--- /dev/null
+++ b/src/components/home/homeTypography.ts
@@ -0,0 +1,89 @@
+import { Platform, StyleSheet } from "react-native";
+
+const systemFontFamily = Platform.select({
+  ios: "System",
+  android: "sans-serif",
+  web: "system-ui, -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif",
+});
+
+const systemFont = systemFontFamily ? { fontFamily: systemFontFamily } : {};
+
+export const homeTypography = StyleSheet.create({
+  titleLarge: {
+    ...systemFont,
+    fontSize: 34,
+    lineHeight: 40,
+    fontWeight: "900",
+    letterSpacing: -1,
+  },
+  titleMedium: {
+    ...systemFont,
+    fontSize: 30,
+    lineHeight: 36,
+    fontWeight: "900",
+    letterSpacing: -1,
+  },
+  titleSmall: {
+    ...systemFont,
+    fontSize: 18,
+    lineHeight: 23,
+    fontWeight: "900",
+    letterSpacing: 0,
+  },
+  body: {
+    ...systemFont,
+    fontSize: 14.5,
+    lineHeight: 23,
+    fontWeight: "400",
+    letterSpacing: 0,
+  },
+  bodySmall: {
+    ...systemFont,
+    fontSize: 14,
+    lineHeight: 20,
+    fontWeight: "400",
+    letterSpacing: 0,
+  },
+  caption: {
+    ...systemFont,
+    fontSize: 12,
+    lineHeight: 17,
+    fontWeight: "400",
+    letterSpacing: 0,
+  },
+  label: {
+    ...systemFont,
+    fontSize: 11,
+    lineHeight: 15,
+    fontWeight: "900",
+    letterSpacing: 0.45,
+  },
+  accentNote: {
+    ...systemFont,
+    fontSize: 12.5,
+    lineHeight: 18,
+    fontWeight: "600",
+    letterSpacing: 0,
+  },
+  slotTitle: {
+    ...systemFont,
+    fontSize: 16,
+    lineHeight: 20,
+    fontWeight: "900",
+    letterSpacing: 0,
+  },
+  chipText: {
+    ...systemFont,
+    fontSize: 12.5,
+    lineHeight: 16,
+    fontWeight: "800",
+    letterSpacing: 0,
+  },
+  buttonText: {
+    ...systemFont,
+    fontSize: 15.5,
+    lineHeight: 21,
+    fontWeight: "900",
+    letterSpacing: 0,
+  },
+});

From dac4d6f83fe198439c5fcf850f2e618a87269b2a Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 22:59:18 -0500
Subject: [PATCH 31/93] feat(ui): polish shared glass surfaces, dock, and item
 imagery

---
 src/components/FloatingGlassTabBar.tsx   |  69 +++++++++-----
 src/components/aura/AuraLookCard.tsx     | 112 +++++++++++++++++++----
 src/components/aura/AuraPressable.tsx    |  24 +++--
 src/components/aura/AuraTrainingCard.tsx |   4 +-
 src/components/common/AppImage.tsx       |  14 ++-
 src/constants/dock.ts                    |   6 +-
 src/lib/itemImage.ts                     |  87 +++++++++++++-----
 7 files changed, 238 insertions(+), 78 deletions(-)

diff --git a/src/components/FloatingGlassTabBar.tsx b/src/components/FloatingGlassTabBar.tsx
index cc01988..1fd605a 100644
--- a/src/components/FloatingGlassTabBar.tsx
+++ b/src/components/FloatingGlassTabBar.tsx
@@ -13,6 +13,7 @@ import Reanimated, {
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import { useReduceMotion } from "@/hooks/useReduceMotion";
+import { runHaptic } from "@/src/lib/haptics";
 import {
   DOCK_HEIGHT,
   DOCK_RADIUS,
@@ -32,9 +33,9 @@ const TAB_META: Record<
   profile: { label: "Profile", icon: "person-circle-outline" },
 };
 
-const ROW_HORIZONTAL_PADDING = 8;
-const ACTIVE_BUBBLE_WIDTH = 66;
-const ACTIVE_BUBBLE_HEIGHT = 56;
+const ROW_HORIZONTAL_PADDING = 7;
+const ACTIVE_BUBBLE_WIDTH = 64;
+const ACTIVE_BUBBLE_HEIGHT = 52;
 
 type ExpoRouterTabOptions = {
   href?: string | null;
@@ -94,6 +95,18 @@ export default function FloatingGlassTabBar({
   const tabWidth = visibleRoutes.length
     ? availableDockWidth / visibleRoutes.length
     : 0;
+  const scrimColors = useMemo(
+    () => [colors.scrimTop, colors.scrimMid, colors.scrimBottom] as const,
+    [colors.scrimBottom, colors.scrimMid, colors.scrimTop],
+  );
+  const materialFillStyle = useMemo(
+    () => ({
+      backgroundColor: isDark
+        ? "rgba(10, 10, 16, 0.48)"
+        : "rgba(255, 255, 255, 0.46)",
+    }),
+    [isDark],
+  );
 
   useEffect(() => {
     if (reduceMotion) {
@@ -138,7 +151,7 @@ export default function FloatingGlassTabBar({
     <View pointerEvents="box-none" style={StyleSheet.absoluteFillObject}>
       <LinearGradient
         pointerEvents="none"
-        colors={[colors.scrimTop, colors.scrimMid, colors.scrimBottom]}
+        colors={scrimColors}
         start={{ x: 0.5, y: 0 }}
         end={{ x: 0.5, y: 1 }}
         style={[styles.scrim, { bottom: dockBottom }]}
@@ -146,7 +159,7 @@ export default function FloatingGlassTabBar({
 
       <View style={[styles.container, { bottom: dockBottom }]}>
         <BlurView
-          intensity={78}
+          intensity={58}
           tint={isDark ? "dark" : "light"}
           style={StyleSheet.absoluteFill}
         />
@@ -155,11 +168,7 @@ export default function FloatingGlassTabBar({
           pointerEvents="none"
           style={[
             styles.materialFill,
-            {
-              backgroundColor: isDark
-                ? "rgba(10, 10, 16, 0.48)"
-                : "rgba(255, 255, 255, 0.46)",
-            },
+            materialFillStyle,
           ]}
         />
 
@@ -213,6 +222,7 @@ export default function FloatingGlassTabBar({
               });
 
               if (!isFocused && !event.defaultPrevented) {
+                void runHaptic("selection");
                 navigation.navigate(route.name, route.params);
               }
             };
@@ -244,7 +254,7 @@ export default function FloatingGlassTabBar({
   );
 }
 
-function TabBarItem({
+const TabBarItem = React.memo(function TabBarItem({
   isFocused,
   iconName,
   iconSize,
@@ -265,6 +275,7 @@ function TabBarItem({
 }) {
   const reduceMotion = useReduceMotion();
   const iconScale = useSharedValue(isFocused ? 1.02 : 1);
+  const pressScale = useSharedValue(1);
 
   useEffect(() => {
     if (reduceMotion) {
@@ -278,7 +289,7 @@ function TabBarItem({
   }, [iconScale, isFocused, reduceMotion]);
 
   const iconStyle = useAnimatedStyle(() => ({
-    transform: [{ scale: iconScale.value }],
+    transform: [{ scale: iconScale.value * pressScale.value }],
   }));
 
   return (
@@ -286,6 +297,14 @@ function TabBarItem({
       accessibilityRole="button"
       accessibilityState={isFocused ? { selected: true } : {}}
       onPress={onPress}
+      onPressIn={() => {
+        if (reduceMotion) return;
+        pressScale.value = withTiming(0.94, { duration: 90 });
+      }}
+      onPressOut={() => {
+        if (reduceMotion) return;
+        pressScale.value = withSpring(1, { damping: 16, stiffness: 220 });
+      }}
       onLongPress={onLongPress}
       style={styles.item}
     >
@@ -312,14 +331,14 @@ function TabBarItem({
       </Text>
     </Pressable>
   );
-}
+});
 
 const styles = StyleSheet.create({
   scrim: {
     position: "absolute",
     left: 0,
     right: 0,
-    height: DOCK_HEIGHT + 18,
+    height: DOCK_HEIGHT + 16,
   },
   container: {
     position: "absolute",
@@ -330,10 +349,10 @@ const styles = StyleSheet.create({
     overflow: "hidden",
     backgroundColor: "rgba(10,10,16,0.44)",
     shadowColor: "#000",
-    shadowOpacity: 0.22,
-    shadowRadius: 24,
-    shadowOffset: { width: 0, height: 12 },
-    elevation: 14,
+    shadowOpacity: 0.16,
+    shadowRadius: 16,
+    shadowOffset: { width: 0, height: 8 },
+    elevation: 8,
   },
   materialFill: {
     ...StyleSheet.absoluteFillObject,
@@ -373,7 +392,7 @@ const styles = StyleSheet.create({
     height: "100%",
     alignItems: "center",
     justifyContent: "center",
-    gap: 3,
+    gap: 2,
     zIndex: 1,
   },
   activeBubble: {
@@ -388,15 +407,15 @@ const styles = StyleSheet.create({
     zIndex: 0,
   },
   iconWrap: {
-    width: 26,
-    height: 25,
+    width: 25,
+    height: 24,
     alignItems: "center",
     justifyContent: "center",
     zIndex: 1,
   },
   label: {
-    fontSize: 10.5,
-    letterSpacing: -0.1,
+    fontSize: 10.3,
+    letterSpacing: 0,
     zIndex: 1,
   },
   auraMarkWrap: {
@@ -416,7 +435,7 @@ const styles = StyleSheet.create({
   },
 });
 
-function AuraTabMark({ active }: { active: boolean }) {
+const AuraTabMark = React.memo(function AuraTabMark({ active }: { active: boolean }) {
   const color = active ? "#FFFFFF" : "rgba(235,235,245,0.56)";
   const size = 24;
   const ringSize = 22;
@@ -463,4 +482,4 @@ function AuraTabMark({ active }: { active: boolean }) {
       />
     </View>
   );
-}
+});
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index 89617da..df27f5b 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -47,7 +47,9 @@ type Props = {
 };
 
 const BOARD_MAX_WIDTH = 760;
+const HOME_BOARD_MAX_WIDTH = 520;
 const BOARD_ASPECT_RATIO = 1;
+const HOME_BOARD_ASPECT_RATIO = 0.72;
 
 function firstNonEmpty<T>(...values: (T | null | undefined)[]): T | undefined {
   return values.find(Boolean) as T | undefined;
@@ -319,23 +321,25 @@ export const AuraLookCard = memo(function AuraLookCard({
 
   const effectiveVariant = boardVariant ?? (swipeVariant ? "swipe" : "chat");
   const isStudio = effectiveVariant === "studio";
-  const cardHorizontalPadding = compact || swipeVariant || isStudio ? 12 : 14;
+  const isHome = effectiveVariant === "home";
+  const isCondensed = compact || isHome;
+  const cardHorizontalPadding = isCondensed || swipeVariant || isStudio ? 12 : 14;
   const availableBoardWidth = Math.max(
     1,
-    (viewportWidth ?? screenWidth) - cardHorizontalPadding * 2,
+    (viewportWidth ?? screenWidth) - cardHorizontalPadding * 2 - (isHome ? 28 : 0),
   );
   const boardWidth = Math.min(
     availableBoardWidth,
-    BOARD_MAX_WIDTH,
+    isHome ? HOME_BOARD_MAX_WIDTH : BOARD_MAX_WIDTH,
   );
-  const boardHeight = Math.round(boardWidth * BOARD_ASPECT_RATIO);
+  const boardHeight = Math.round(boardWidth * (isHome ? HOME_BOARD_ASPECT_RATIO : BOARD_ASPECT_RATIO));
   const displayTitle = deriveEditorialLookTitle(look);
   const displayReason = deriveEditorialSubtitle(look);
   const directionLabel = normalizeDirectionLabel(option?.optionLabel, look.personalizationLabel, look.vibe);
   const vibeLabelSource =
     cleanShortLabel(look.vibe) || cleanShortLabel(look.personalizationLabel);
   const vibeLabel = vibeLabelSource && vibeLabelSource !== directionLabel ? vibeLabelSource : "";
-  const visibleClosetItems = compact
+  const visibleClosetItems = isCondensed
     ? (look.fromCloset ?? []).filter(Boolean).slice(0, swipeVariant ? 2 : 3)
     : (look.fromCloset ?? []).filter(Boolean).slice(0, 5);
   const hiddenClosetCount = Math.max(0, (look.fromCloset ?? []).filter(Boolean).length - visibleClosetItems.length);
@@ -355,13 +359,14 @@ export const AuraLookCard = memo(function AuraLookCard({
   }, [look]);
   const overflowLabels = Array.from(
     new Set(renderPlan.overflowItems.map((item) => getItemLabel(item)).filter(Boolean)),
-  ).slice(0, compact ? 2 : 3);
+  ).slice(0, isCondensed ? 2 : 3);
 
   const boardContent = (
     <View
       style={[
         styles.board,
         compact ? styles.boardCompact : null,
+        isHome ? styles.boardHome : null,
         swipeVariant ? styles.boardSwipe : null,
         isStudio ? styles.boardStudio : null,
         { width: boardWidth, height: boardHeight, backgroundColor: colors.outfitBoardBackground },
@@ -405,6 +410,7 @@ export const AuraLookCard = memo(function AuraLookCard({
       style={[
         styles.card,
         compact ? styles.cardCompact : null,
+        isHome ? styles.cardHome : null,
         swipeVariant ? styles.cardSwipe : null,
         isStudio ? styles.cardStudio : null,
         {
@@ -420,6 +426,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             <View
               style={[
                 styles.headerChip,
+                isHome ? styles.headerChipHome : null,
                 styles.directionChip,
                 {
                   backgroundColor: colors.purpleSurface,
@@ -427,7 +434,7 @@ export const AuraLookCard = memo(function AuraLookCard({
                 },
               ]}
             >
-              <View style={[styles.directionDot, { backgroundColor: colors.softPurple }]} />
+              <View style={[styles.directionDot, isHome ? styles.directionDotHome : null, { backgroundColor: colors.softPurple }]} />
               <Text style={[styles.directionChipText, { color: colors.lightPurple }]}>
                 {directionLabel.toUpperCase()}
               </Text>
@@ -437,6 +444,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             <View
               style={[
                 styles.headerChip,
+                isHome ? styles.headerChipHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
             >
@@ -448,13 +456,14 @@ export const AuraLookCard = memo(function AuraLookCard({
 
       {boardContent}
 
-      <View style={[styles.copyBlock, swipeVariant ? styles.copyBlockSwipe : null, isStudio ? styles.copyBlockStudio : null]}>
+      <View style={[styles.copyBlock, isHome ? styles.copyBlockHome : null, swipeVariant ? styles.copyBlockSwipe : null, isStudio ? styles.copyBlockStudio : null]}>
         {!!displayTitle && (
           <Text
             numberOfLines={1}
             style={[
               styles.title,
               compact ? styles.titleCompact : null,
+              isHome ? styles.titleHome : null,
               swipeVariant ? styles.titleSwipe : null,
             ]}
           >
@@ -464,10 +473,11 @@ export const AuraLookCard = memo(function AuraLookCard({
 
         {!!displayReason && (
           <Text
-            numberOfLines={swipeVariant ? 1 : 2}
+            numberOfLines={swipeVariant || isHome ? 1 : 2}
             style={[
               styles.subtitle,
               compact ? styles.subtitleCompact : null,
+              isHome ? styles.subtitleHome : null,
               swipeVariant ? styles.subtitleSwipe : null,
             ]}
           >
@@ -477,7 +487,7 @@ export const AuraLookCard = memo(function AuraLookCard({
       </View>
 
       {!!visibleClosetItems.length && (
-        <View style={styles.metaBlock}>
+        <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
           <Text style={[styles.metaLabel, { color: colors.softPurple }]}>FROM YOUR CLOSET</Text>
           <View style={styles.closetChips}>
             {visibleClosetItems.map((item) => (
@@ -485,6 +495,7 @@ export const AuraLookCard = memo(function AuraLookCard({
                 key={`${look.lookTitle}-${item}`}
                 style={[
                   styles.closetChip,
+                  isHome ? styles.closetChipHome : null,
                   { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
                 ]}
               >
@@ -497,6 +508,7 @@ export const AuraLookCard = memo(function AuraLookCard({
               <View
                 style={[
                   styles.closetChip,
+                  isHome ? styles.closetChipHome : null,
                   styles.moreChip,
                   { backgroundColor: colors.purpleSurface, borderColor: colors.purpleBorder },
                 ]}
@@ -509,7 +521,7 @@ export const AuraLookCard = memo(function AuraLookCard({
       )}
 
       {!!overflowLabels.length && (
-        <View style={styles.metaBlock}>
+        <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
           <Text style={[styles.metaLabel, { color: colors.softPurple }]}>ALSO INCLUDED</Text>
           <View style={styles.closetChips}>
             {overflowLabels.map((item) => (
@@ -517,6 +529,7 @@ export const AuraLookCard = memo(function AuraLookCard({
                 key={`${look.lookTitle}-extra-${item}`}
                 style={[
                   styles.closetChip,
+                  isHome ? styles.closetChipHome : null,
                   { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
                 ]}
               >
@@ -530,10 +543,11 @@ export const AuraLookCard = memo(function AuraLookCard({
       )}
 
       {!hideActions ? (
-        <View style={styles.actions}>
+        <View style={[styles.actions, isHome ? styles.actionsHome : null]}>
           <AuraPressable
             style={[
               styles.actionButton,
+              isHome ? styles.actionButtonHome : null,
               styles.primaryButton,
               { backgroundColor: colors.ctaCream, borderColor: colors.ctaCream },
             ]}
@@ -551,6 +565,7 @@ export const AuraLookCard = memo(function AuraLookCard({
           <AuraPressable
             style={[
               styles.actionButton,
+              isHome ? styles.actionButtonHome : null,
               styles.secondaryButton,
               { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
             ]}
@@ -569,11 +584,12 @@ export const AuraLookCard = memo(function AuraLookCard({
       ) : null}
 
       {!hideActions && (canLikeLook || canNotMyVibe || canShowMoreLikeThis || canLessLikeThis) ? (
-        <View style={styles.tertiaryActions}>
+        <View style={[styles.tertiaryActions, isHome ? styles.tertiaryActionsHome : null]}>
           {canLikeLook ? (
             <AuraPressable
               style={[
                 styles.tertiaryAction,
+                isHome ? styles.tertiaryActionHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
               haptic="selection"
@@ -589,9 +605,10 @@ export const AuraLookCard = memo(function AuraLookCard({
             <AuraPressable
               style={[
                 styles.tertiaryAction,
+                isHome ? styles.tertiaryActionHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
-              haptic="medium"
+              haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
@@ -604,6 +621,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             <AuraPressable
               style={[
                 styles.tertiaryAction,
+                isHome ? styles.tertiaryActionHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
               haptic="selection"
@@ -619,6 +637,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             <AuraPressable
               style={[
                 styles.tertiaryAction,
+                isHome ? styles.tertiaryActionHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
               haptic="selection"
@@ -634,11 +653,12 @@ export const AuraLookCard = memo(function AuraLookCard({
       ) : null}
 
       {!hideActions && (canShopMissingPieces || canUseOnlyMyCloset || canMakeItDressier) ? (
-        <View style={styles.tertiaryActions}>
+        <View style={[styles.tertiaryActions, isHome ? styles.tertiaryActionsHome : null]}>
           {canUseOnlyMyCloset ? (
             <AuraPressable
               style={[
                 styles.tertiaryAction,
+                isHome ? styles.tertiaryActionHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
               haptic="selection"
@@ -654,6 +674,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             <AuraPressable
               style={[
                 styles.tertiaryAction,
+                isHome ? styles.tertiaryActionHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
               haptic="selection"
@@ -669,6 +690,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             <AuraPressable
               style={[
                 styles.tertiaryAction,
+                isHome ? styles.tertiaryActionHome : null,
                 { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
               ]}
               haptic="selection"
@@ -717,6 +739,13 @@ const styles = StyleSheet.create({
     paddingBottom: 10,
     borderRadius: 24,
   },
+  cardHome: {
+    gap: 8,
+    paddingHorizontal: 12,
+    paddingTop: 12,
+    paddingBottom: 10,
+    borderRadius: 24,
+  },
   cardSwipe: {
     gap: 8,
     paddingHorizontal: 12,
@@ -760,6 +789,12 @@ const styles = StyleSheet.create({
     borderWidth: 1,
     borderColor: "rgba(255,255,255,0.08)",
   },
+  headerChipHome: {
+    minHeight: 28,
+    paddingHorizontal: 10,
+    paddingVertical: 6,
+    gap: 6,
+  },
   directionChip: {
     backgroundColor: "rgba(124,92,255,0.12)",
     borderColor: "rgba(124,92,255,0.25)",
@@ -770,6 +805,10 @@ const styles = StyleSheet.create({
     borderRadius: 999,
     backgroundColor: "#7C5CFF",
   },
+  directionDotHome: {
+    width: 6,
+    height: 6,
+  },
   directionChipText: {
     color: "#A78BFA",
     fontSize: 11.5,
@@ -794,6 +833,9 @@ const styles = StyleSheet.create({
   boardCompact: {
     borderRadius: 16,
   },
+  boardHome: {
+    borderRadius: 14,
+  },
   boardSwipe: {
     borderRadius: 16,
   },
@@ -860,6 +902,9 @@ const styles = StyleSheet.create({
   copyBlock: {
     gap: 5,
   },
+  copyBlockHome: {
+    gap: 3,
+  },
   copyBlockSwipe: {
     gap: 3,
   },
@@ -872,17 +917,21 @@ const styles = StyleSheet.create({
     fontSize: 24,
     lineHeight: 28,
     fontWeight: "800",
-    letterSpacing: -0.8,
+    letterSpacing: 0,
   },
   titleCompact: {
     fontSize: 20,
     lineHeight: 24,
-    letterSpacing: -0.6,
+    letterSpacing: 0,
+  },
+  titleHome: {
+    fontSize: 20,
+    lineHeight: 24,
   },
   titleSwipe: {
     fontSize: 18,
     lineHeight: 22,
-    letterSpacing: -0.45,
+    letterSpacing: 0,
   },
   subtitle: {
     color: "rgba(223, 231, 241, 0.78)",
@@ -895,6 +944,11 @@ const styles = StyleSheet.create({
     fontSize: 12.5,
     lineHeight: 17,
   },
+  subtitleHome: {
+    color: "rgba(223, 231, 241, 0.72)",
+    fontSize: 12.5,
+    lineHeight: 17,
+  },
   subtitleSwipe: {
     color: "rgba(223, 231, 241, 0.66)",
     fontSize: 11.5,
@@ -903,6 +957,9 @@ const styles = StyleSheet.create({
   metaBlock: {
     gap: 7,
   },
+  metaBlockHome: {
+    gap: 5,
+  },
   metaLabel: {
     color: "#7C5CFF",
     fontSize: 10.5,
@@ -923,6 +980,10 @@ const styles = StyleSheet.create({
     borderWidth: 1,
     borderColor: "rgba(255,255,255,0.08)",
   },
+  closetChipHome: {
+    paddingHorizontal: 10,
+    paddingVertical: 6,
+  },
   moreChip: {
     backgroundColor: "rgba(124,92,255,0.12)",
     borderColor: "rgba(124,92,255,0.25)",
@@ -938,6 +999,10 @@ const styles = StyleSheet.create({
     gap: 12,
     paddingTop: 2,
   },
+  actionsHome: {
+    gap: 10,
+    paddingTop: 0,
+  },
   actionButton: {
     flex: 1,
     minHeight: 50,
@@ -946,6 +1011,10 @@ const styles = StyleSheet.create({
     justifyContent: "center",
     borderWidth: 1,
   },
+  actionButtonHome: {
+    minHeight: 46,
+    borderRadius: 16,
+  },
   primaryButton: {
     backgroundColor: "#EDE9E3",
     borderColor: "#EDE9E3",
@@ -970,6 +1039,9 @@ const styles = StyleSheet.create({
     flexWrap: "wrap",
     gap: 10,
   },
+  tertiaryActionsHome: {
+    gap: 8,
+  },
   tertiaryAction: {
     paddingHorizontal: 12,
     paddingVertical: 8,
@@ -978,6 +1050,10 @@ const styles = StyleSheet.create({
     borderColor: "rgba(255,255,255,0.1)",
     backgroundColor: "rgba(255,255,255,0.04)",
   },
+  tertiaryActionHome: {
+    paddingHorizontal: 10,
+    paddingVertical: 6,
+  },
   tertiaryActionText: {
     color: "rgba(235,240,248,0.86)",
     fontSize: 12,
diff --git a/src/components/aura/AuraPressable.tsx b/src/components/aura/AuraPressable.tsx
index 059ddbd..362d949 100644
--- a/src/components/aura/AuraPressable.tsx
+++ b/src/components/aura/AuraPressable.tsx
@@ -26,6 +26,7 @@ type AuraPressableProps = Omit<PressableProps, "children" | "style"> & {
   containerStyle?: StyleProp<ViewStyle>;
   pressedScale?: number;
   pressedOpacity?: number;
+  disabledOpacity?: number;
   haptic?: AuraHapticType;
   hapticTrigger?: HapticTrigger;
 };
@@ -45,7 +46,8 @@ export default function AuraPressable({
   style,
   containerStyle,
   pressedScale = 0.97,
-  pressedOpacity,
+  pressedOpacity = 0.9,
+  disabledOpacity = 0.5,
   haptic,
   hapticTrigger = "pressIn",
   disabled,
@@ -64,15 +66,21 @@ export default function AuraPressable({
     const scale = reduceMotion
       ? 1
       : interpolate(pressedProgress.value, [0, 1], [1, pressedScale]);
-    const opacity =
-      pressedOpacity == null
-        ? 1
-        : interpolate(pressedProgress.value, [0, 1], [1, pressedOpacity]);
+    const restingOpacity = disabled ? disabledOpacity : 1;
+    const activeOpacity = disabled ? disabledOpacity : pressedOpacity;
+    const opacity = interpolate(pressedProgress.value, [0, 1], [restingOpacity, activeOpacity]);
     return {
       transform: [{ scale }],
       opacity,
     };
-  }, [pressedOpacity, pressedScale, reduceMotion]);
+  }, [disabled, disabledOpacity, pressedOpacity, pressedScale, reduceMotion]);
+
+  React.useEffect(() => {
+    if (!disabled) return;
+    setPressed(false);
+    pressedProgress.value = withTiming(0, { duration: reduceMotion ? 0 : 120 });
+    hapticFiredRef.current = false;
+  }, [disabled, pressedProgress, reduceMotion]);
 
   const fireHaptic = React.useCallback(
     (trigger: HapticTrigger) => {
@@ -130,6 +138,10 @@ export default function AuraPressable({
       <Pressable
         {...rest}
         disabled={disabled}
+        accessibilityState={{
+          ...rest.accessibilityState,
+          disabled: disabled || rest.accessibilityState?.disabled,
+        }}
         onPressIn={handlePressIn}
         onPressOut={handlePressOut}
         onPress={handlePress}
diff --git a/src/components/aura/AuraTrainingCard.tsx b/src/components/aura/AuraTrainingCard.tsx
index de44c09..7d4340d 100644
--- a/src/components/aura/AuraTrainingCard.tsx
+++ b/src/components/aura/AuraTrainingCard.tsx
@@ -32,7 +32,7 @@ export default function AuraTrainingCard({
                 color: colors.lightPurple,
                 fontSize: 12.5,
                 fontWeight: "800",
-                letterSpacing: -0.2,
+                letterSpacing: 0,
               }}
             >
               Train AURA faster
@@ -97,7 +97,7 @@ export default function AuraTrainingCard({
             fontSize: 22,
             lineHeight: 27,
             fontWeight: "900",
-            letterSpacing: -0.5,
+            letterSpacing: 0,
           }}
         >
           Train your style faster
diff --git a/src/components/common/AppImage.tsx b/src/components/common/AppImage.tsx
index 6930261..1f01246 100644
--- a/src/components/common/AppImage.tsx
+++ b/src/components/common/AppImage.tsx
@@ -24,6 +24,16 @@ function toFastImageResizeMode(resizeMode?: AppImageResizeMode): ResizeMode | un
   }
 }
 
-export default function AppImage({ resizeMode, ...props }: AppImageProps) {
-  return <FastImage {...props} resizeMode={toFastImageResizeMode(resizeMode)} />;
+function normalizeFastImageSource(source: FastImageProps["source"]) {
+  if (!source || typeof source === "number" || Array.isArray(source)) return source;
+  if (!source.uri) return source;
+  return {
+    priority: "normal" as const,
+    cache: "immutable" as const,
+    ...source,
+  };
+}
+
+export default function AppImage({ resizeMode, source, ...props }: AppImageProps) {
+  return <FastImage {...props} source={normalizeFastImageSource(source)} resizeMode={toFastImageResizeMode(resizeMode)} />;
 }
diff --git a/src/constants/dock.ts b/src/constants/dock.ts
index 88f22f0..b2914ae 100644
--- a/src/constants/dock.ts
+++ b/src/constants/dock.ts
@@ -1,8 +1,8 @@
-export const FLOATING_TAB_BAR_HEIGHT = 62;
+export const FLOATING_TAB_BAR_HEIGHT = 58;
 export const DOCK_HEIGHT = FLOATING_TAB_BAR_HEIGHT;
-export const DOCK_RADIUS = 26;
+export const DOCK_RADIUS = 24;
 export const DOCK_SIDE_MARGIN = 16;
-export const FLOATING_TAB_BAR_BOTTOM_INSET_MIN = 16;
+export const FLOATING_TAB_BAR_BOTTOM_INSET_MIN = 14;
 export const DOCK_BOTTOM_GAP = FLOATING_TAB_BAR_BOTTOM_INSET_MIN;
 export const DOCK_ITEM_COUNT = 5;
 export const FLOATING_CONTROL_GAP = 14;
diff --git a/src/lib/itemImage.ts b/src/lib/itemImage.ts
index 7e06564..1244d16 100644
--- a/src/lib/itemImage.ts
+++ b/src/lib/itemImage.ts
@@ -72,6 +72,8 @@ export type ItemImageDecoration = {
   };
 };
 
+export type ItemImageSource = { uri: string } | null;
+
 const DEBUG_ITEM_IMAGES =
   __DEV__ && process.env.EXPO_PUBLIC_DEBUG_ITEM_IMAGES === "1";
 
@@ -119,6 +121,16 @@ function pickBestUrl(values: (string | null | undefined)[], context: "cutout" |
     .sort((a, b) => scoreImageCandidate(b, context) - scoreImageCandidate(a, context))[0] ?? null;
 }
 
+function derivedImageUrl(value: string | null | undefined): string | null {
+  const url = String(value ?? "").trim();
+  if (!isValidImageUrl(url)) return null;
+  return /normalized|cleaned|vision-cutout|cutout|transparent|alpha|isolated|preview|thumb|thumbnail|cropped|crop/.test(
+    url.toLowerCase()
+  )
+    ? url
+    : null;
+}
+
 function getCleanedSource(item: ImageLikeItem): string {
   const explicit = String(item.photos?.cleanedSource ?? item.cleanedSource ?? "")
     .trim()
@@ -282,14 +294,14 @@ const SURFACE_PROFILES: Record<ItemImageSurface, SurfaceProfile> = {
     aspectRatioMin: 0.72,
     aspectRatioMax: 1.02,
     aspectRatioWeight: 0.58,
-    fillTargetHeight: 92,
-    fillTargetWidth: 88,
-    fillAggressiveness: 1.02,
-    minScale: 0.98,
-    maxScale: 1.38,
-    translateMin: -10,
-    translateMax: 16,
-    verticalBiasStrength: 0.12,
+    fillTargetHeight: 82,
+    fillTargetWidth: 78,
+    fillAggressiveness: 0.92,
+    minScale: 0.9,
+    maxScale: 1.16,
+    translateMin: -7,
+    translateMax: 10,
+    verticalBiasStrength: 0.08,
   },
   home_continue: {
     aspectRatioMin: 0.72,
@@ -537,6 +549,18 @@ export function getItemImageUrl(
     ],
     "cutout"
   );
+  const preferredThumbnail = pickBestUrl(
+    [
+      item.photos?.cleanedThumbUrl,
+      item.photos?.thumbUrl,
+      item.photos?.croppedUrl,
+      item.photos?.previewUrl,
+      derivedImageUrl(item.photos?.primaryUrl),
+      derivedImageUrl(item.photoUrl),
+      ...(item.photos?.urls ?? []).map(derivedImageUrl),
+    ],
+    "original"
+  );
   const preferredOriginal = pickBestUrl(
     [
       primaryImage.originalUrl,
@@ -552,25 +576,37 @@ export function getItemImageUrl(
     "original"
   );
   const picked =
-    preferredCutout ??
-    preferredOriginal ??
-    firstValidUrl([
-      ...fallbackCleaned,
-      primaryImage.originalUrl,
-      item.photos?.primaryUrl,
-      item.photoUrl,
-      item.photoUri,
-      item.cleanedLocalUri,
-      item.pendingPhotoUri,
-      item.photos?.thumbUrl,
-      item.photos?.croppedUrl,
-      item.photos?.urls?.[0],
-    ]);
+    options.variant === "thumb"
+      ? preferredCutout ??
+        preferredThumbnail ??
+        firstValidUrl([
+          ...fallbackCleaned,
+          item.cleanedLocalUri,
+          item.photos?.cleanedThumbUrl,
+          item.photos?.thumbUrl,
+          item.photos?.croppedUrl,
+          item.photos?.previewUrl,
+        ])
+      : preferredCutout ??
+        preferredOriginal ??
+        firstValidUrl([
+          ...fallbackCleaned,
+          primaryImage.originalUrl,
+          item.photos?.primaryUrl,
+          item.photoUrl,
+          item.photoUri,
+          item.cleanedLocalUri,
+          item.pendingPhotoUri,
+          item.photos?.thumbUrl,
+          item.photos?.croppedUrl,
+          item.photos?.urls?.[0],
+        ]);
   if (DEBUG_ITEM_IMAGES) {
     console.log("[ITEM_IMAGE_PICK]", {
       variant: options.variant,
       picked,
       preferredCutout,
+      preferredThumbnail,
       preferredOriginal,
       hasPrimaryCleaned: !!primaryImage.cleanedUrl,
       hasCleanedImageUrl: !!item.cleanedImageUrl,
@@ -582,3 +618,10 @@ export function getItemImageUrl(
   }
   return picked;
 }
+
+export function getBestThumbnailImageSource(
+  item: ImageLikeItem | null | undefined
+): ItemImageSource {
+  const uri = getItemImageUrl(item, { variant: "thumb" });
+  return uri ? { uri } : null;
+}

From 22cf34eadeed440027e5d38b710bd37cb1ef54f9 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 23:00:30 -0500
Subject: [PATCH 32/93] feat(ai): polish AURA chat and outfit response UI

---
 app/(tabs)/ai.tsx                    | 473 +++++++++++++++++++++------
 src/components/ai/AuraChatDrawer.tsx |   6 +-
 src/components/ai/AuraQuickChips.tsx |  10 +-
 src/components/ai/AuraReplyCard.tsx  |  69 ++--
 src/components/ai/ChatList.tsx       | 215 ++++++++----
 src/components/ai/ChatMessage.tsx    |  82 +++--
 src/components/ai/InputBar.tsx       |  28 +-
 src/components/ai/OutfitMessage.tsx  |  28 +-
 src/lib/aiChats.ts                   |   9 +-
 src/lib/aura.ts                      | 168 ++++++----
 src/lib/auraLookLayouts.ts           |  80 ++++-
 src/lib/auraSwipe.ts                 |   4 +-
 12 files changed, 836 insertions(+), 336 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 26344ac..0306647 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -12,11 +12,14 @@ import ChatList from "@/src/components/ai/ChatList";
 import InputBar from "@/src/components/ai/InputBar";
 import { auraTheme } from "@/src/components/ai/aiTheme";
 import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
+import AnimatedAuraRing from "@/src/components/aura/AnimatedAuraRing";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
 import type {
   AIMessage,
   ChatAttachment,
   ChatAttachmentGroupRole,
+  ChatOutfit,
   ChatImageAttachment,
 } from "@/src/components/ai/chatTypes";
 import { useAuth } from "@/src/hooks/useAuth";
@@ -35,7 +38,8 @@ import { classifyAuraImageIntent } from "@/src/lib/auraIntent";
 import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
 import { saveAuraOutfitFeedback } from "@/src/lib/auraOutfitFeedback";
 import { generateAuraSwipeBatch } from "@/src/lib/auraSwipe";
-import { notificationSuccess } from "@/src/lib/haptics";
+import { runHaptic } from "@/src/lib/haptics";
+import { getItemImageUrl } from "@/src/lib/itemImage";
 import { listenToItems, updateLaundryStatus } from "@/src/lib/items";
 import { buildMinimumClosetSummary } from "@/src/lib/minimumCloset";
 import { Toast } from "@/src/lib/toast";
@@ -54,6 +58,12 @@ import {
   updateChatThread,
 } from "@/src/lib/aiChats";
 import { clearLatestChatCache, loadLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
+import {
+  clearCachedRecentMessages,
+  getCachedChatList,
+  getCachedRecentMessages,
+  setCachedRecentMessages,
+} from "@/src/lib/localCache";
 import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLookAction, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import { markAnalyzedOutfitWorn, savePlannedRecord } from "@/src/utils/dailyOutfits";
@@ -82,6 +92,12 @@ const MULTI_OUTFIT_REQUEST_RE =
   /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?)|few\s+outfits?)\b/i;
 const OUTERWEAR_REQUEST_RE =
   /\b(with jacket|with jackets|jackets?|outerwear|coat|blazer|hoodie|cardigan|overshirt|layered|layers)\b/i;
+const AURA_EMPTY_STATE_CHIPS = [
+  "Style me today",
+  "Build from my closet",
+  "Help me pick an outfit",
+  "What should I wear tonight?",
+];
 
 type OptionalAudioRecorder = {
   uri: string | null;
@@ -94,6 +110,158 @@ function createMessageId() {
   return `msg-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
 }
 
+function logAuraChatState(event: string, payload?: Record<string, unknown>) {
+  if (!DEBUG_AURA_CLIENT) return;
+  console.log("[AURA_CHAT_STATE]", event, payload ?? {});
+}
+
+function createStreamingAssistantMessage(id: string, createdAt: number): AIMessage {
+  return {
+    id,
+    type: "assistant",
+    kind: "aura_text",
+    text: "",
+    streaming: true,
+    createdAt,
+  };
+}
+
+function updateMessageById(
+  messages: AIMessage[],
+  messageId: string,
+  updater: (message: AIMessage) => AIMessage
+) {
+  const index = messages.findIndex((entry) => entry.id === messageId);
+  if (index < 0) return messages;
+  const updatedMessage = updater(messages[index]);
+  if (updatedMessage === messages[index]) return messages;
+  const next = messages.slice();
+  next[index] = updatedMessage;
+  return next;
+}
+
+function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  return (
+    <View
+      style={{
+        marginHorizontal: Math.max(12, layout.horizontalPadding - 4),
+        marginBottom: 10,
+        borderRadius: 28,
+        overflow: "hidden",
+        borderWidth: 1,
+        borderColor: "rgba(255,255,255,0.1)",
+        backgroundColor: "rgba(12,15,22,0.76)",
+        padding: layout.screenSize === "compact" ? 18 : 22,
+        gap: 18,
+      }}
+    >
+      <LinearGradient
+        pointerEvents="none"
+        colors={["rgba(167,139,250,0.18)", "rgba(243,190,221,0.06)", "rgba(255,255,255,0.018)"]}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 1, y: 1 }}
+        style={{ position: "absolute", inset: 0 }}
+      />
+      <View style={{ alignItems: "center", gap: 14 }}>
+        <View style={{ width: 104, height: 104, alignItems: "center", justifyContent: "center" }}>
+          <AnimatedAuraRing size={96} stroke={2} rotationDuration={5200} />
+          <Text
+            pointerEvents="none"
+            style={{
+              position: "absolute",
+              color: colors.text,
+              fontSize: 16,
+              fontWeight: "900",
+              letterSpacing: 1.4,
+            }}
+          >
+            AURA
+          </Text>
+        </View>
+        <View style={{ gap: 7, alignItems: "center" }}>
+          <Text
+            style={{
+              color: colors.text,
+              fontSize: layout.screenSize === "compact" ? 23 : 25,
+              lineHeight: layout.screenSize === "compact" ? 29 : 31,
+              fontWeight: "900",
+              textAlign: "center",
+            }}
+          >
+            What are we styling today?
+          </Text>
+          <Text
+            style={{
+              color: auraTheme.textMuted,
+              fontSize: 14,
+              lineHeight: 21,
+              fontWeight: "600",
+              textAlign: "center",
+              maxWidth: 300,
+            }}
+          >
+            AURA can style outfits from your closet, plan around the day, and keep the result grounded in pieces you actually own.
+          </Text>
+        </View>
+      </View>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", justifyContent: "center", gap: 8 }}>
+        {AURA_EMPTY_STATE_CHIPS.map((chip) => (
+          <AuraPressable
+            key={chip}
+            onPress={() => onPrompt(chip)}
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.96}
+            pressedOpacity={0.88}
+            style={{
+              borderRadius: 999,
+              paddingHorizontal: 12,
+              paddingVertical: 9,
+              backgroundColor: "rgba(255,255,255,0.055)",
+              borderWidth: 1,
+              borderColor: auraTheme.borderSoft,
+            }}
+          >
+            <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>{chip}</Text>
+          </AuraPressable>
+        ))}
+      </View>
+    </View>
+  );
+}
+
+function AuraChatLoadingState() {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+  return (
+    <View
+      style={{
+        marginHorizontal: Math.max(12, layout.horizontalPadding - 4),
+        marginBottom: 12,
+        borderRadius: 24,
+        borderWidth: 1,
+        borderColor: "rgba(255,255,255,0.09)",
+        backgroundColor: "rgba(12,15,22,0.68)",
+        padding: 18,
+        flexDirection: "row",
+        alignItems: "center",
+        gap: 14,
+      }}
+    >
+      <AnimatedAuraRing size={44} stroke={2} rotationDuration={4200} />
+      <View style={{ flex: 1, gap: 4 }}>
+        <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>AURA is getting ready</Text>
+        <Text style={{ color: auraTheme.textMuted, fontSize: 12.5, lineHeight: 18 }}>
+          Pulling in your latest closet context.
+        </Text>
+      </View>
+    </View>
+  );
+}
+
 function createUserMessage(text: string): AIMessage {
   return {
     id: createMessageId(),
@@ -506,14 +674,7 @@ function listClosetOuterwear(items: ClothingItem[]) {
 }
 
 function buildOuterwearPiece(item: ClothingItem) {
-  const imageUrl =
-    item.photos?.normalizedUrl ??
-    item.cleanedImageUrl ??
-    item.photos?.cleanedUrl ??
-    item.photos?.cleanedPhotoUrl ??
-    item.originalImageUrl ??
-    item.photoUrl ??
-    null;
+  const imageUrl = getItemImageUrl(item, { variant: "thumb" });
 
   return {
     role: "outerwear" as const,
@@ -725,6 +886,7 @@ export default function AIScreen() {
   const [chatDrawerOpen, setChatDrawerOpen] = useState(false);
   const [focusScrollSignal, setFocusScrollSignal] = useState(0);
   const latestMessagesRef = useRef<AIMessage[]>([]);
+  const lastHydratedUidRef = useRef<string | null>(null);
   const audioRecorderRef = useRef<OptionalAudioRecorder | null>(null);
   const recordingStartedAtRef = useRef<number | null>(null);
   const auraPulse = useRef(new Animated.Value(0)).current;
@@ -732,6 +894,7 @@ export default function AIScreen() {
   const uid = user?.uid ?? null;
   const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
   const minimumClosetSummary = useMemo(() => buildMinimumClosetSummary(items), [items]);
+  const hasStreamingMessage = useMemo(() => messages.some((entry) => entry.streaming), [messages]);
 
   useFocusEffect(
     React.useCallback(() => {
@@ -764,6 +927,7 @@ export default function AIScreen() {
       setItems([]);
       return;
     }
+    setItems([]);
     const unsub = listenToItems(uid, (next) => setItems(next as ClothingItem[]), {
       status: "ALL",
       sort: "NEWEST",
@@ -931,16 +1095,38 @@ export default function AIScreen() {
       if (!uid) {
         setMessages([]);
         setActiveChatId(null);
+        setRecentThreads([]);
+        lastHydratedUidRef.current = null;
         setIsBooting(false);
         return;
       }
 
+      if (lastHydratedUidRef.current !== uid) {
+        setMessages([]);
+        setActiveChatId(null);
+        setRecentThreads([]);
+        lastHydratedUidRef.current = uid;
+      }
       setIsBooting(true);
 
-      const cached = await loadLatestChatCache<AIMessage>(uid);
-      if (!cancelled && cached?.messages?.length) {
-        setMessages(cached.messages);
-        setActiveChatId(cached.chatId ?? null);
+      const cachedThreads = await getCachedChatList(uid);
+      if (!cancelled && cachedThreads?.data?.length) {
+        setRecentThreads(cachedThreads.data);
+      }
+
+      const cachedActiveChatId = routeChatId || cachedThreads?.data?.find((thread) => !thread.archived)?.chatId || "";
+      if (cachedActiveChatId) {
+        const cachedMessages = await getCachedRecentMessages(uid, cachedActiveChatId);
+        if (!cancelled && cachedMessages?.data?.length) {
+          setMessages(cachedMessages.data);
+          setActiveChatId(cachedActiveChatId);
+        }
+      } else {
+        const cached = await loadLatestChatCache<AIMessage>(uid);
+        if (!cancelled && cached?.messages?.length) {
+          setMessages(cached.messages);
+          setActiveChatId(cached.chatId ?? null);
+        }
       }
 
       try {
@@ -990,8 +1176,12 @@ export default function AIScreen() {
   useEffect(() => {
     if (isBooting) return;
     if (!uid) return;
+    if (hasStreamingMessage) return;
+    if (activeChatId) {
+      void setCachedRecentMessages(uid, activeChatId, messages);
+    }
     void saveLatestChatCache(uid, activeChatId, null, messages);
-  }, [activeChatId, isBooting, messages, uid]);
+  }, [activeChatId, hasStreamingMessage, isBooting, messages, uid]);
 
   const refreshRecentThreads = React.useCallback(async () => {
     if (!uid) return [];
@@ -1054,6 +1244,7 @@ export default function AIScreen() {
       await setChatArchived(uid, thread.chatId, true);
       setRecentThreads((prev) => prev.filter((entry) => entry.chatId !== thread.chatId));
       if (activeChatId === thread.chatId) {
+        await clearCachedRecentMessages(uid, thread.chatId);
         setActiveChatId(null);
         setMessages([]);
         await clearLatestChatCache(uid);
@@ -1069,6 +1260,7 @@ export default function AIScreen() {
       await deleteChatThread(uid, thread.chatId);
       setRecentThreads((prev) => prev.filter((entry) => entry.chatId !== thread.chatId));
       if (activeChatId === thread.chatId) {
+        await clearCachedRecentMessages(uid, thread.chatId);
         setActiveChatId(null);
         setMessages([]);
         await clearLatestChatCache(uid);
@@ -1137,7 +1329,9 @@ export default function AIScreen() {
           });
         }
       } catch (error: any) {
-        console.log("[AURA_ERROR]", "attachment upload failed", error);
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_ERROR]", "attachment upload failed", error);
+        }
         setLoading(false);
         setMessages((prev) => appendUniqueSystemMessage(prev, AURA_ATTACHMENT_FAILURE_MESSAGE));
         Alert.alert("Attachments", error?.message ?? AURA_ATTACHMENT_FAILURE_MESSAGE);
@@ -1145,6 +1339,12 @@ export default function AIScreen() {
       }
 
       const userMessage = createUserMessageWithAttachments(prompt, uploadedAttachments);
+      logAuraChatState("message_created", {
+        messageId: userMessage.id,
+        type: userMessage.type,
+        kind: userMessage.kind,
+        attachmentCount: uploadedAttachments.length,
+      });
       const chatSeedText = buildChatSeedText(prompt, uploadedAttachments);
       const nextLocalMessages = [...latestMessagesRef.current, userMessage];
       const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, latestMessagesRef.current);
@@ -1161,9 +1361,15 @@ export default function AIScreen() {
       triggerThinkingPulse();
       const streamingMessageId = createMessageId();
       const streamingMessageCreatedAt = Date.now();
+      logAuraChatState("streaming_message_reserved", {
+        messageId: streamingMessageId,
+        createdAt: streamingMessageCreatedAt,
+      });
 
       let chatId = activeChatId;
       const startedAt = Date.now();
+      let cancelStreamingFlush: (() => void) | null = null;
+      let streamFinalized = false;
 
       try {
         if (!chatId) {
@@ -1235,6 +1441,12 @@ export default function AIScreen() {
             }, {
               userRequest: prompt,
             });
+            logAuraChatState("message_created", {
+              messageId: assistantMessage.id,
+              type: assistantMessage.type,
+              kind: assistantMessage.kind,
+              source: "structured_batch_no_outerwear",
+            });
             setMessages([...nextLocalMessages, assistantMessage]);
             await appendMessageToChat(uid, chatId, assistantMessage);
             await updateChatThread(uid, chatId, {
@@ -1268,6 +1480,13 @@ export default function AIScreen() {
           }, {
             userRequest: structuredBatchPrompt,
           });
+          logAuraChatState("message_created", {
+            messageId: assistantMessage.id,
+            type: assistantMessage.type,
+            kind: assistantMessage.kind,
+            source: "structured_batch",
+            lookOptionsCount: batchResponse.lookOptions?.length ?? 0,
+          });
           setMessages([...nextLocalMessages, assistantMessage]);
           setQuickChips(batchResponse.chips?.length ? batchResponse.chips : DEFAULT_CHIPS);
           await appendMessageToChat(uid, chatId, assistantMessage);
@@ -1279,17 +1498,59 @@ export default function AIScreen() {
           return;
         }
 
-        setMessages([
-          ...nextLocalMessages,
-          {
-            id: streamingMessageId,
-            type: "assistant",
-            kind: "aura_text",
-            text: "",
-            streaming: true,
-            createdAt: streamingMessageCreatedAt,
-          },
-        ]);
+        let pendingStreamText = "";
+        let streamFlushTimer: ReturnType<typeof setTimeout> | null = null;
+        const flushStreamingText = () => {
+          if (streamFlushTimer) {
+            clearTimeout(streamFlushTimer);
+            streamFlushTimer = null;
+          }
+          const nextText = pendingStreamText;
+          pendingStreamText = "";
+          if (!nextText) return;
+          if (streamFinalized) return;
+          logAuraChatState("stream_delta_flush", {
+            messageId: streamingMessageId,
+            length: nextText.length,
+          });
+          setMessages((prev) => {
+            const next = updateMessageById(prev, streamingMessageId, (entry) => ({
+              ...entry,
+              text: `${entry.text ?? ""}${nextText}`,
+              streaming: true,
+            }));
+            if (next === prev) {
+              logAuraChatState("stream_delta_missing_message", {
+                messageId: streamingMessageId,
+                length: nextText.length,
+              });
+            }
+            return next;
+          });
+        };
+        const queueStreamingDelta = (delta: string) => {
+          if (streamFinalized) return;
+          pendingStreamText += delta;
+          if (streamFlushTimer) return;
+          streamFlushTimer = setTimeout(flushStreamingText, 64);
+        };
+        cancelStreamingFlush = () => {
+          if (streamFlushTimer) {
+            clearTimeout(streamFlushTimer);
+            streamFlushTimer = null;
+          }
+          pendingStreamText = "";
+        };
+
+        const streamingMessage = createStreamingAssistantMessage(
+          streamingMessageId,
+          streamingMessageCreatedAt,
+        );
+        logAuraChatState("stream_started", {
+          messageId: streamingMessage.id,
+          chatId,
+        });
+        setMessages([...nextLocalMessages, streamingMessage]);
 
         const result = await askAuraStream(
           {
@@ -1307,36 +1568,12 @@ export default function AIScreen() {
               if (DEBUG_AURA_CLIENT) {
                 console.log("[AURA_STREAM]", "stream status received", { uid, chatId });
               }
-              setMessages((prev) => {
-                const hasMessage = prev.some((entry) => entry.id === streamingMessageId);
-                if (hasMessage) return prev;
-                return [
-                  ...prev,
-                  {
-                    id: streamingMessageId,
-                    type: "assistant",
-                    kind: "aura_text",
-                    text: "",
-                    streaming: true,
-                    createdAt: streamingMessageCreatedAt,
-                  },
-                ];
-              });
             },
             onDelta: (delta) => {
-              setMessages((prev) =>
-                prev.map((entry) =>
-                  entry.id === streamingMessageId
-                    ? {
-                        ...entry,
-                        text: `${entry.text ?? ""}${delta}`,
-                        streaming: true,
-                      }
-                    : entry
-                )
-              );
+              queueStreamingDelta(delta);
             },
             onFinal: (finalData) => {
+              flushStreamingText();
               if (DEBUG_AURA_CLIENT) {
                 console.log("[AURA_STREAM_FINAL]", "frontend final received", {
                   uid,
@@ -1347,22 +1584,10 @@ export default function AIScreen() {
                   presentation: finalData.presentation,
                 });
               }
-              setMessages((prev) =>
-                prev.map((entry) =>
-                  entry.id === streamingMessageId
-                    ? createAssistantMessage(finalData, {
-                        id: streamingMessageId,
-                        createdAt: streamingMessageCreatedAt,
-                        streaming: false,
-                      }, {
-                        userRequest: prompt,
-                      })
-                    : entry
-                )
-              );
             },
           }
         );
+        flushStreamingText();
         let finalResult = result;
         if (
           shouldForceStructuredBatch &&
@@ -1405,9 +1630,26 @@ export default function AIScreen() {
         }, {
           userRequest: structuredBatchPrompt || prompt,
         });
-        setMessages((prev) =>
-          prev.map((entry) => (entry.id === streamingMessageId ? assistantMessage : entry))
-        );
+        streamFinalized = true;
+        logAuraChatState("stream_finalized", {
+          messageId: assistantMessage.id,
+          kind: assistantMessage.kind,
+          hasAura: !!assistantMessage.aura,
+          lookOptionsCount: assistantMessage.aura?.lookOptions?.length ?? 0,
+          candidateItemsCount:
+            assistantMessage.aura?.candidateItems?.length ??
+            assistantMessage.aura?.candidates?.length ??
+            0,
+        });
+        setMessages((prev) => {
+          const next = updateMessageById(prev, streamingMessageId, () => assistantMessage);
+          if (next === prev) {
+            logAuraChatState("stream_finalize_missing_message", {
+              messageId: streamingMessageId,
+            });
+          }
+          return next;
+        });
         setQuickChips(finalResult.chips?.length ? finalResult.chips : DEFAULT_CHIPS);
         await appendMessageToChat(uid, chatId, assistantMessage);
         await updateChatThread(uid, chatId, {
@@ -1419,16 +1661,22 @@ export default function AIScreen() {
         const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
         setRecentThreads(recent);
       } catch (error) {
-        console.log("[AURA_ERROR]", "ask failed", {
-          uid,
-          chatId,
-          prompt,
-          attachmentCount: uploadedAttachments.length,
-          error,
-        });
+        streamFinalized = true;
+        cancelStreamingFlush?.();
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_ERROR]", "ask failed", {
+            uid,
+            chatId,
+            prompt,
+            attachmentCount: uploadedAttachments.length,
+            error,
+          });
+        }
         const fallback = userFacingAuraError(error);
         setMessages((prev) => appendUniqueSystemMessage(prev, fallback, streamingMessageId));
+        Toast.error("AURA paused", fallback);
       } finally {
+        cancelStreamingFlush?.();
         setLoading(false);
       }
     },
@@ -1449,7 +1697,7 @@ export default function AIScreen() {
       if (action === "saveLook") {
         try {
           await saveAuraLook(uid, look, { title: sourceMessage.aura?.title });
-          void notificationSuccess();
+          void runHaptic("light");
           Toast.saved();
         } catch (error: any) {
           Toast.error("Save failed", error?.message ?? "Unable to save this look.");
@@ -1459,7 +1707,7 @@ export default function AIScreen() {
       if (action === "planForToday") {
         try {
           await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
-          void notificationSuccess();
+          void runHaptic("light");
           Toast.success("Planned", "This look is now attached to today.");
         } catch (error: any) {
           Toast.error("Plan failed", error?.message ?? "Unable to plan this look for today.");
@@ -1637,13 +1885,15 @@ export default function AIScreen() {
           setRecentThreads(recent);
         }
       } catch (error) {
-        console.log("[AURA_CONFIRM_ERROR]", "candidate action failed", {
-          uid,
-          action,
-          errorCode: (error as { code?: unknown })?.code ?? null,
-          errorMessage: error instanceof Error ? error.message : String(error),
-          error,
-        });
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_CONFIRM_ERROR]", "candidate action failed", {
+            uid,
+            action,
+            errorCode: (error as { code?: unknown })?.code ?? null,
+            errorMessage: error instanceof Error ? error.message : String(error),
+            error,
+          });
+        }
         updateCandidateStatuses(sourceMessage, targetCandidates.map((candidate) => candidate.candidateId), "failed");
       }
     },
@@ -1700,6 +1950,7 @@ export default function AIScreen() {
             sourceImageUrl,
             wornAt: Date.now(),
           });
+          void runHaptic("light");
           Toast.success("Saved", "This outfit is saved as worn today.");
         } catch (error: any) {
           Toast.error("Save failed", error?.message ?? "Unable to save this worn outfit.");
@@ -1727,11 +1978,13 @@ export default function AIScreen() {
               : "needs wash";
         const systemMessage = createSystemMessage(`Done — marked ${label} as ${statusLabel}.`);
         setMessages((prev) => appendUniqueSystemMessage(prev, systemMessage.text ?? ""));
+        void runHaptic("light");
+        Toast.laundryUpdated(`${label} is ${statusLabel}.`);
         if (activeChatId) {
           await appendMessageToChat(uid, activeChatId, systemMessage);
         }
       } catch (error: any) {
-        Alert.alert("Laundry", error?.message ?? "Could not update that item.");
+        Toast.error("Laundry update failed", error?.message ?? "Could not update that item.");
       }
     },
     [activeChatId, itemsById, uid]
@@ -1777,6 +2030,32 @@ export default function AIScreen() {
     composerBottom + composerHeight + Math.max(48, insets.bottom + 28);
   const showEmptyState = messages.length === 0 && !loading && !isBooting && !message.trim();
   const showKeyboardWatermark = keyboardHeight > 0 && messages.length < 2;
+  const visibleHeroChips = useMemo(() => heroChips.slice(0, 5), [heroChips]);
+  const emptyChatState = useMemo(
+    () =>
+      isBooting ? (
+        <AuraChatLoadingState />
+      ) : showEmptyState ? (
+        <AuraChatEmptyState onPrompt={(prompt) => void handleAsk(prompt)} />
+      ) : (
+        <View style={{ height: 2 }} />
+      ),
+    [handleAsk, isBooting, showEmptyState],
+  );
+  const handleSaveOutfitFromLegacyMessage = React.useCallback((_outfitId: string) => {}, []);
+  const handleMoreLikeThisFromLegacyMessage = React.useCallback(
+    (outfit: ChatOutfit) => {
+      if (outfit.reason) void handleAsk(`Refine this direction: ${outfit.reason}`);
+    },
+    [handleAsk],
+  );
+  const handleSwapFromLegacyMessage = React.useCallback(
+    (outfit: ChatOutfit) => {
+      if (outfit.reason) void handleAsk(`Keep the mood, but swap one piece: ${outfit.reason}`);
+    },
+    [handleAsk],
+  );
+  const handleTrainingPress = React.useCallback(() => router.push("/aura/swipe"), []);
 
   return (
     <AuraGlowBackground>
@@ -1810,6 +2089,9 @@ export default function AIScreen() {
         onReset={() => {
           setMessage("");
           setMessages([]);
+          if (uid && activeChatId) {
+            void clearCachedRecentMessages(uid, activeChatId);
+          }
           setActiveChatId(null);
           setQuickChips(DEFAULT_CHIPS);
           if (uid) {
@@ -1821,7 +2103,7 @@ export default function AIScreen() {
         <View style={{ paddingTop: 2, paddingBottom: 0 }}>
           <AuraQuickChips
             variant="pills"
-            chips={heroChips.slice(0, 5)}
+            chips={visibleHeroChips}
             onPress={(chip) => void handleAsk(chip)}
           />
         </View>
@@ -1838,7 +2120,7 @@ export default function AIScreen() {
           <AuraTrainingCard
             colors={colors}
             variant="compact"
-            onPress={() => router.push("/aura/swipe")}
+            onPress={handleTrainingPress}
           />
         </View>
 
@@ -1851,14 +2133,10 @@ export default function AIScreen() {
           loading={loading}
           contentBottomPadding={Math.max(layout.bottomDockPadding + 150, composerContentPadding + 96)}
           autoScrollSignal={focusScrollSignal}
-          emptyState={showEmptyState ? <View style={{ height: 24 }} /> : <View style={{ height: 2 }} />}
-          onSaveOutfit={() => {}}
-          onMoreLikeThis={(outfit) => {
-            if (outfit.reason) void handleAsk(`Refine this direction: ${outfit.reason}`);
-          }}
-          onSwapOutfit={(outfit) => {
-            if (outfit.reason) void handleAsk(`Keep the mood, but swap one piece: ${outfit.reason}`);
-          }}
+          emptyState={emptyChatState}
+          onSaveOutfit={handleSaveOutfitFromLegacyMessage}
+          onMoreLikeThis={handleMoreLikeThisFromLegacyMessage}
+          onSwapOutfit={handleSwapFromLegacyMessage}
           onAuraAction={handleAuraLookAction}
           onAuraCandidateAction={handleAuraCandidateAction}
           onAuraOutfitPhotoAction={handleAuraOutfitPhotoAction}
@@ -1928,6 +2206,11 @@ export default function AIScreen() {
         onDeleteChat={handleDeleteThread}
         onSelectChat={async (thread) => {
           if (!uid) return;
+          const cachedMessages = await getCachedRecentMessages(uid, thread.chatId);
+          if (cachedMessages?.data?.length) {
+            setMessages(cachedMessages.data);
+            setActiveChatId(thread.chatId);
+          }
           const threadMessages = await loadChatMessages(uid, thread.chatId);
           setMessages(threadMessages);
           setActiveChatId(thread.chatId);
diff --git a/src/components/ai/AuraChatDrawer.tsx b/src/components/ai/AuraChatDrawer.tsx
index 366ac05..875d6e8 100644
--- a/src/components/ai/AuraChatDrawer.tsx
+++ b/src/components/ai/AuraChatDrawer.tsx
@@ -256,7 +256,7 @@ export default function AuraChatDrawer({
           <View style={styles.drawerOverlay} />
 
           <View style={styles.header}>
-            <Text style={[styles.title, { color: colors.text, letterSpacing: -0.5 }]}>Chats</Text>
+            <Text style={[styles.title, { color: colors.text, letterSpacing: 0 }]}>Chats</Text>
           </View>
 
           <View style={styles.searchShell}>
@@ -291,7 +291,7 @@ export default function AuraChatDrawer({
                       <AuraPressable
                         onLongPress={() => openContextMenuForThread(thread)}
                         delayLongPress={220}
-                        haptic="medium"
+                        haptic="selection"
                         hapticTrigger="longPress"
                         pressedScale={0.985}
                         pressedOpacity={0.9}
@@ -636,7 +636,7 @@ const styles = StyleSheet.create({
     fontSize: 27,
     lineHeight: 30,
     fontWeight: "700",
-    letterSpacing: -0.8,
+    letterSpacing: 0,
   },
   searchShell: {
     marginHorizontal: 18,
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index ad4310f..b2510f6 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -156,10 +156,12 @@ function Chip({
         pressedOpacity={0.9}
         style={{
           maxWidth: 210,
-          paddingHorizontal: 10,
-          paddingVertical: 5,
+          minHeight: 34,
+          justifyContent: "center",
+          paddingHorizontal: 12,
+          paddingVertical: 7,
           borderRadius: 999,
-          backgroundColor: "rgba(255,255,255,0.018)",
+          backgroundColor: "rgba(255,255,255,0.035)",
           borderWidth: 1,
           borderColor: auraTheme.borderSoft,
         }}
@@ -167,7 +169,7 @@ function Chip({
         <Text
           numberOfLines={1}
           ellipsizeMode="tail"
-          style={{ color: auraTheme.textMuted, fontSize: 10.5, fontWeight: "600", fontFamily: Fonts.sans }}
+          style={{ color: auraTheme.textMuted, fontSize: 12, fontWeight: "700", fontFamily: Fonts.sans }}
         >
           {label}
         </Text>
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index 7ffb4b9..fdc5402 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -17,31 +17,48 @@ const DEBUG_AURA_CLIENT =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const AnimatedFlatList = Animated.createAnimatedComponent(FlatList<AuraLook>);
 
-export default function AuraReplyCard({
-  data,
-  itemsById,
-  onAction,
-  onCandidateAction,
-  onOutfitPhotoAction,
-  onLaundryAction,
-}: {
+function getAuraLookStableKey(look: AuraLook) {
+  const pieceKey = (look.pieces ?? [])
+    .map((piece) => [piece.role, piece.itemId, piece.itemName].filter(Boolean).join(":"))
+    .join("|");
+  return [look.lookTitle, look.vibe, pieceKey].filter(Boolean).join("::") || "aura-look";
+}
+
+type AuraReplyCardProps = {
   data: AuraResponse;
   itemsById: Map<string, ClothingItem>;
   onAction?: (action: import("@/src/types/aura").AuraLookAction, look: AuraLook, option?: AuraLookOptionMeta) => void;
   onCandidateAction?: (action: AuraCandidateAction) => void;
   onOutfitPhotoAction?: (action: AuraOutfitPhotoAction) => void;
   onLaundryAction?: (action: AuraLaundryConfirmationAction) => void;
-}) {
+};
+
+function AuraReplyCard({
+  data,
+  itemsById,
+  onAction,
+  onCandidateAction,
+  onOutfitPhotoAction,
+  onLaundryAction,
+}: AuraReplyCardProps) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const { width: windowWidth } = useWindowDimensions();
-  const ownedPieces = data.ownedPieces?.filter(Boolean) ?? [];
-  const recommendedAdditions = data.recommendedAdditions?.filter(Boolean) ?? [];
-  const levelUpSuggestions = buildLevelUpSuggestions(data);
-  const fallbackItems =
-    !ownedPieces.length && !recommendedAdditions.length ? data.outfitItems?.filter(Boolean).slice(0, 5) ?? [] : [];
-  const candidateItems = data.candidateItems ?? data.candidates ?? [];
-  const lookOptions = data.lookOptions?.filter(Boolean) ?? [];
+  const ownedPieces = React.useMemo(() => data.ownedPieces?.filter(Boolean) ?? [], [data.ownedPieces]);
+  const recommendedAdditions = React.useMemo(
+    () => data.recommendedAdditions?.filter(Boolean) ?? [],
+    [data.recommendedAdditions],
+  );
+  const levelUpSuggestions = React.useMemo(() => buildLevelUpSuggestions(data), [data]);
+  const fallbackItems = React.useMemo(
+    () =>
+      !ownedPieces.length && !recommendedAdditions.length
+        ? data.outfitItems?.filter(Boolean).slice(0, 5) ?? []
+        : [],
+    [data.outfitItems, ownedPieces.length, recommendedAdditions.length],
+  );
+  const candidateItems = React.useMemo(() => data.candidateItems ?? data.candidates ?? [], [data.candidateItems, data.candidates]);
+  const lookOptions = React.useMemo(() => data.lookOptions?.filter(Boolean) ?? [], [data.lookOptions]);
   const outfitAnalysis = data.outfitAnalysis ?? null;
   const laundryAction = data.laundryAction ?? null;
   const [selectedLookIndex, setSelectedLookIndex] = React.useState(0);
@@ -242,7 +259,7 @@ export default function AuraReplyCard({
             ) : null}
             <AnimatedFlatList
               data={looks}
-              keyExtractor={(look, index) => `${look.lookTitle}-${index}`}
+              keyExtractor={getAuraLookStableKey}
               horizontal
               showsHorizontalScrollIndicator={false}
               decelerationRate="fast"
@@ -303,7 +320,7 @@ export default function AuraReplyCard({
                 const active = index === selectedLookIndex;
                 return (
                   <View
-                    key={`look-dot-${index}`}
+                    key={`look-dot-${getAuraLookStableKey(look)}`}
                     style={{
                       width: active ? 18 : 6,
                       height: 6,
@@ -419,7 +436,7 @@ export default function AuraReplyCard({
             fontSize: 16,
             lineHeight: 20,
             fontWeight: "700",
-            letterSpacing: -0.35,
+            letterSpacing: 0,
             fontFamily: Fonts.sans,
           }}
         >
@@ -993,6 +1010,7 @@ function CandidateCard({
   ].filter((entry): entry is [string, string] => !!entry[1]);
   const categoryLabel = displayCategory(candidate.category, candidate.subCategory);
   const needsReview = candidate.status === "needs_review";
+  const previewImageUrl = candidate.primaryImageUrl ?? candidate.imageUrls[0] ?? "";
 
   return (
     <View
@@ -1009,7 +1027,7 @@ function CandidateCard({
     >
       <View style={{ flexDirection: "row", gap: 10 }}>
         <Image
-          source={{ uri: candidate.imageUrls[0] }}
+          source={{ uri: previewImageUrl }}
             style={{
               width: 76,
               height: 94,
@@ -1210,3 +1228,14 @@ function Tag({
     </View>
   );
 }
+
+export default React.memo(
+  AuraReplyCard,
+  (prev, next) =>
+    prev.data === next.data &&
+    prev.itemsById === next.itemsById &&
+    prev.onAction === next.onAction &&
+    prev.onCandidateAction === next.onCandidateAction &&
+    prev.onOutfitPhotoAction === next.onOutfitPhotoAction &&
+    prev.onLaundryAction === next.onLaundryAction,
+);
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index f59c774..fef8e44 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -1,4 +1,4 @@
-import React, { useEffect, useRef } from "react";
+import React, { useCallback, useEffect, useMemo, useRef } from "react";
 import { Animated, FlatList, NativeScrollEvent, NativeSyntheticEvent, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
@@ -9,6 +9,10 @@ import ChatMessage from "./ChatMessage";
 import type { AIMessage } from "./chatTypes";
 import { auraTheme } from "./aiTheme";
 
+const ChatItemSeparator = React.memo(function ChatItemSeparator() {
+  return <View style={{ height: 12 }} />;
+});
+
 function TypingBubble({ colors }: { colors: AppColors }) {
   const pulse = useRef(new Animated.Value(0.4)).current;
 
@@ -96,124 +100,191 @@ export default function ChatList({
 }) {
   const listRef = useRef<FlatList<AIMessage>>(null);
   const previousCountRef = useRef(messages.length);
-  const hasStreamingMessage = messages.some((message) => message.streaming);
+  const hasStreamingMessage = useMemo(() => messages.some((message) => message.streaming), [messages]);
   const shouldPinToBottomRef = useRef(true);
   const previousBottomPaddingRef = useRef(contentBottomPadding);
+  const streamingScrollTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const messageCount = messages.length;
   const lastMessage = messages[messages.length - 1];
+  const lastMessageId = lastMessage?.id ?? null;
   const showTypingBubble = loading && !hasStreamingMessage && !!lastMessage && lastMessage.type === "user";
 
-  function scrollToLatest(animated: boolean) {
+  const scrollToLatest = useCallback((animated: boolean) => {
     requestAnimationFrame(() => {
       listRef.current?.scrollToEnd({ animated });
     });
-  }
+  }, []);
 
-  function handleScroll(event: NativeSyntheticEvent<NativeScrollEvent>) {
+  const handleScroll = useCallback((event: NativeSyntheticEvent<NativeScrollEvent>) => {
     const { contentOffset, contentSize, layoutMeasurement } = event.nativeEvent;
     const distanceFromBottom = contentSize.height - (contentOffset.y + layoutMeasurement.height);
     shouldPinToBottomRef.current = distanceFromBottom < 72;
-  }
+  }, []);
+
+  useEffect(() => {
+    return () => {
+      if (streamingScrollTimerRef.current) {
+        clearTimeout(streamingScrollTimerRef.current);
+      }
+    };
+  }, []);
 
   useEffect(() => {
-    const shouldAnimate = messages.length >= previousCountRef.current;
-    previousCountRef.current = messages.length;
+    const shouldAnimate = messageCount >= previousCountRef.current;
+    previousCountRef.current = messageCount;
     const timer = setTimeout(() => {
       if (shouldPinToBottomRef.current || hasStreamingMessage) {
         scrollToLatest(shouldAnimate && !hasStreamingMessage);
       }
     }, 30);
     return () => clearTimeout(timer);
-  }, [hasStreamingMessage, loading, messages]);
+  }, [hasStreamingMessage, lastMessageId, loading, messageCount, scrollToLatest]);
 
   useEffect(() => {
     const paddingDelta = Math.abs(contentBottomPadding - previousBottomPaddingRef.current);
     previousBottomPaddingRef.current = contentBottomPadding;
-    if (!messages.length || paddingDelta < 8) return;
+    if (!messageCount || paddingDelta < 8) return;
 
     shouldPinToBottomRef.current = true;
     const timer = setTimeout(() => scrollToLatest(false), 90);
     return () => clearTimeout(timer);
-  }, [contentBottomPadding, messages.length]);
+  }, [contentBottomPadding, messageCount, scrollToLatest]);
 
   useEffect(() => {
-    if (!messages.length) return;
+    if (!messageCount) return;
     shouldPinToBottomRef.current = true;
     const timers = [
       setTimeout(() => scrollToLatest(false), 140),
       setTimeout(() => scrollToLatest(false), 420),
     ];
     return () => timers.forEach(clearTimeout);
-  }, [autoScrollSignal, messages.length]);
+  }, [autoScrollSignal, messageCount, scrollToLatest]);
+
+  const contentContainerStyle = useMemo(
+    () => ({
+      flexGrow: 1,
+      justifyContent: messageCount ? ("flex-start" as const) : ("flex-end" as const),
+      paddingTop: 0,
+      paddingHorizontal: 4,
+      paddingBottom: Math.max(12, contentBottomPadding),
+    }),
+    [contentBottomPadding, messageCount],
+  );
+
+  const contentInset = useMemo(
+    () => ({ bottom: Math.max(4, contentBottomPadding * 0.18) }),
+    [contentBottomPadding],
+  );
+
+  const scrollIndicatorInsets = useMemo(
+    () => ({ bottom: contentBottomPadding + 6 }),
+    [contentBottomPadding],
+  );
+
+  const handleContentSizeChange = useCallback(() => {
+    if (shouldPinToBottomRef.current || hasStreamingMessage) {
+      if (hasStreamingMessage) {
+        if (streamingScrollTimerRef.current) return;
+        streamingScrollTimerRef.current = setTimeout(() => {
+          streamingScrollTimerRef.current = null;
+          scrollToLatest(false);
+        }, 80);
+        return;
+      }
+      scrollToLatest(false);
+    }
+  }, [hasStreamingMessage, scrollToLatest]);
+
+  const handleLayout = useCallback(() => {
+    if (messageCount && (shouldPinToBottomRef.current || hasStreamingMessage)) {
+      scrollToLatest(false);
+    }
+  }, [hasStreamingMessage, messageCount, scrollToLatest]);
+
+  const keyExtractor = useCallback((item: AIMessage) => item.id, []);
+
+  const renderItem = useCallback(
+    ({ item, index }: { item: AIMessage; index: number }) => {
+      const isLastMessage = index === messageCount - 1;
+      const hasOutfitActions =
+        (item.kind === "aura_card" && !!(item.aura?.look || item.aura?.lookOptions?.length)) ||
+        (item.type === "outfit" && !!item.outfits?.length);
+      const finalOutfitSpacer =
+        isLastMessage && hasOutfitActions ? Math.max(148, contentBottomPadding * 0.5) : 0;
+
+      return (
+        <View style={{ paddingBottom: finalOutfitSpacer }}>
+          <ChatMessage
+            colors={colors}
+            message={item}
+            itemsById={itemsById}
+            savingId={savingId}
+            memoryHint={memoryHint}
+            onSaveOutfit={onSaveOutfit}
+            onMoreLikeThis={onMoreLikeThis}
+            onSwapOutfit={onSwapOutfit}
+            onAuraAction={onAuraAction}
+            onAuraCandidateAction={onAuraCandidateAction}
+            onAuraOutfitPhotoAction={onAuraOutfitPhotoAction}
+            onAuraLaundryAction={onAuraLaundryAction}
+          />
+        </View>
+      );
+    },
+    [
+      colors,
+      contentBottomPadding,
+      itemsById,
+      memoryHint,
+      messageCount,
+      onAuraAction,
+      onAuraCandidateAction,
+      onAuraLaundryAction,
+      onAuraOutfitPhotoAction,
+      onMoreLikeThis,
+      onSaveOutfit,
+      onSwapOutfit,
+      savingId,
+    ],
+  );
+
+  const listFooter = useMemo(
+    () =>
+      showTypingBubble ? (
+        <View style={{ marginTop: 10, marginLeft: 10, gap: 8 }}>
+          <TypingBubble colors={colors} />
+          <View style={{ height: Math.max(96, contentBottomPadding * 0.58) }} />
+        </View>
+      ) : (
+        <View style={{ height: Math.max(112, contentBottomPadding * 0.5) }} />
+      ),
+    [colors, contentBottomPadding, showTypingBubble],
+  );
 
   return (
     <FlatList
       ref={listRef}
       style={{ flex: 1 }}
       data={messages}
-      keyExtractor={(item) => item.id}
+      keyExtractor={keyExtractor}
       keyboardShouldPersistTaps="handled"
       keyboardDismissMode="interactive"
       onScroll={handleScroll}
       scrollEventThrottle={16}
-      onContentSizeChange={() => {
-        if (shouldPinToBottomRef.current || hasStreamingMessage) {
-          scrollToLatest(false);
-        }
-      }}
-      onLayout={() => {
-        if (messages.length && (shouldPinToBottomRef.current || hasStreamingMessage)) {
-          scrollToLatest(false);
-        }
-      }}
-      contentContainerStyle={{
-        flexGrow: 1,
-        justifyContent: messages.length ? "flex-start" : "flex-end",
-        paddingTop: 0,
-        paddingHorizontal: 4,
-        paddingBottom: Math.max(12, contentBottomPadding),
-        gap: 12,
-      }}
-      contentInset={{ bottom: Math.max(4, contentBottomPadding * 0.18) }}
-      scrollIndicatorInsets={{ bottom: contentBottomPadding + 6 }}
+      onContentSizeChange={handleContentSizeChange}
+      onLayout={handleLayout}
+      contentContainerStyle={contentContainerStyle}
+      contentInset={contentInset}
+      scrollIndicatorInsets={scrollIndicatorInsets}
       ListEmptyComponent={emptyState ?? null}
-      renderItem={({ item, index }) => {
-        const isLastMessage = index === messages.length - 1;
-        const hasOutfitActions =
-          (item.kind === "aura_card" && !!(item.aura?.look || item.aura?.lookOptions?.length)) ||
-          (item.type === "outfit" && !!item.outfits?.length);
-        const finalOutfitSpacer =
-          isLastMessage && hasOutfitActions ? Math.max(148, contentBottomPadding * 0.5) : 0;
-
-        return (
-          <View style={{ paddingBottom: finalOutfitSpacer }}>
-            <ChatMessage
-              colors={colors}
-              message={item}
-              itemsById={itemsById}
-              savingId={savingId}
-              memoryHint={memoryHint}
-              onSaveOutfit={onSaveOutfit}
-              onMoreLikeThis={onMoreLikeThis}
-              onSwapOutfit={onSwapOutfit}
-              onAuraAction={onAuraAction}
-              onAuraCandidateAction={onAuraCandidateAction}
-              onAuraOutfitPhotoAction={onAuraOutfitPhotoAction}
-              onAuraLaundryAction={onAuraLaundryAction}
-            />
-          </View>
-        );
-      }}
-      ItemSeparatorComponent={() => <View style={{ height: 12 }} />}
-      ListFooterComponent={
-        showTypingBubble ? (
-          <View style={{ marginTop: 10, marginLeft: 10, gap: 8 }}>
-            <TypingBubble colors={colors} />
-            <View style={{ height: Math.max(96, contentBottomPadding * 0.58) }} />
-          </View>
-        ) : (
-          <View style={{ height: Math.max(112, contentBottomPadding * 0.5) }} />
-        )
-      }
+      renderItem={renderItem}
+      ItemSeparatorComponent={ChatItemSeparator}
+      ListFooterComponent={listFooter}
+      removeClippedSubviews
+      initialNumToRender={12}
+      maxToRenderPerBatch={8}
+      updateCellsBatchingPeriod={40}
+      windowSize={7}
       showsVerticalScrollIndicator={false}
     />
   );
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 50f98d7..2de6349 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -1,6 +1,5 @@
 import React, { useEffect, useRef } from "react";
 import { Animated, Easing, Image, Text, View } from "react-native";
-import * as Haptics from "expo-haptics";
 import Reanimated, {
   Easing as ReanimatedEasing,
   useAnimatedStyle,
@@ -12,6 +11,7 @@ import { Fonts, type AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
+import { runHaptic } from "@/src/lib/haptics";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLook, AuraLookAction, AuraLookOptionMeta, AuraOutfitPhotoAction } from "@/src/types/aura";
@@ -48,20 +48,7 @@ function fallbackStructuredIntro(message: AIMessage) {
   return "Got you — here’s what I’d do.";
 }
 
-export default function ChatMessage({
-  colors,
-  message,
-  itemsById,
-  savingId,
-  memoryHint,
-  onSaveOutfit,
-  onMoreLikeThis,
-  onSwapOutfit,
-  onAuraAction,
-  onAuraCandidateAction,
-  onAuraOutfitPhotoAction,
-  onAuraLaundryAction,
-}: {
+type ChatMessageProps = {
   colors: AppColors;
   message: AIMessage;
   itemsById: Map<string, ClothingItem>;
@@ -74,7 +61,22 @@ export default function ChatMessage({
   onAuraCandidateAction?: (action: AuraCandidateAction, message: AIMessage) => void;
   onAuraOutfitPhotoAction?: (action: AuraOutfitPhotoAction, message: AIMessage) => void;
   onAuraLaundryAction?: (action: AuraLaundryConfirmationAction, message: AIMessage) => void;
-}) {
+};
+
+function ChatMessage({
+  colors,
+  message,
+  itemsById,
+  savingId,
+  memoryHint,
+  onSaveOutfit,
+  onMoreLikeThis,
+  onSwapOutfit,
+  onAuraAction,
+  onAuraCandidateAction,
+  onAuraOutfitPhotoAction,
+  onAuraLaundryAction,
+}: ChatMessageProps) {
   const layout = useResponsiveLayout();
   const fade = useRef(new Animated.Value(0)).current;
   const rise = useRef(new Animated.Value(8)).current;
@@ -199,7 +201,7 @@ export default function ChatMessage({
           <Animated.View style={{ opacity: cardFade, transform: [{ translateY: cardRise }, { scale: cardScale }], gap: 10 }}>
             {message.outfits.map((outfit, index) => (
               <OutfitMessage
-                key={`${message.id}-${outfit.id}-${index}`}
+                key={`${message.id}-${outfit.id}`}
                 colors={colors}
                 outfit={outfit}
                 itemsById={itemsById}
@@ -260,6 +262,7 @@ export default function ChatMessage({
     const isSuggestion =
       (displayText ?? "").startsWith("Try this today:") ||
       (displayText ?? "").startsWith("Stylist note:");
+    const isError = /\b(trouble|couldn'?t|could not|failed|unavailable|unable|try again)\b/i.test(displayText ?? "");
     return (
       <Animated.View
         style={{
@@ -270,20 +273,24 @@ export default function ChatMessage({
       >
         <View
           style={{
-            borderRadius: isSuggestion ? 20 : 999,
-            paddingHorizontal: isSuggestion ? 16 : 14,
-            paddingVertical: isSuggestion ? 14 : 8,
-            backgroundColor: isSuggestion ? auraTheme.surface : auraTheme.surfaceSoft,
-            borderWidth: isSuggestion ? 1 : 0,
-            borderColor: isSuggestion ? auraTheme.borderSoft : "transparent",
-            marginLeft: isSuggestion ? 0 : 10,
-            maxWidth: isSuggestion ? "100%" : "74%",
+            borderRadius: isSuggestion || isError ? 20 : 999,
+            paddingHorizontal: isSuggestion || isError ? 16 : 14,
+            paddingVertical: isSuggestion || isError ? 14 : 8,
+            backgroundColor: isError
+              ? "rgba(241,153,153,0.08)"
+              : isSuggestion
+                ? auraTheme.surface
+                : auraTheme.surfaceSoft,
+            borderWidth: isSuggestion || isError ? 1 : 0,
+            borderColor: isError ? "rgba(241,153,153,0.22)" : isSuggestion ? auraTheme.borderSoft : "transparent",
+            marginLeft: isSuggestion || isError ? 0 : 10,
+            maxWidth: isSuggestion || isError ? "100%" : "74%",
           }}
         >
-          {isSuggestion ? (
+          {isSuggestion || isError ? (
             <View style={{ gap: 6 }}>
-              <Text style={{ color: auraTheme.textFaint, fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }}>
-                AURA NOTE
+              <Text style={{ color: isError ? "#F1A4A4" : auraTheme.textFaint, fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }}>
+                {isError ? "AURA PAUSED" : "AURA NOTE"}
               </Text>
               <Text style={{ color: colors.text, fontSize: 14, lineHeight: 20, fontWeight: "600" }}>
                 {displayText}
@@ -505,6 +512,23 @@ export default function ChatMessage({
   );
 }
 
+export default React.memo(
+  ChatMessage,
+  (prev, next) =>
+    prev.message === next.message &&
+    prev.colors === next.colors &&
+    prev.itemsById === next.itemsById &&
+    prev.savingId === next.savingId &&
+    prev.memoryHint === next.memoryHint &&
+    prev.onSaveOutfit === next.onSaveOutfit &&
+    prev.onMoreLikeThis === next.onMoreLikeThis &&
+    prev.onSwapOutfit === next.onSwapOutfit &&
+    prev.onAuraAction === next.onAuraAction &&
+    prev.onAuraCandidateAction === next.onAuraCandidateAction &&
+    prev.onAuraOutfitPhotoAction === next.onAuraOutfitPhotoAction &&
+    prev.onAuraLaundryAction === next.onAuraLaundryAction,
+);
+
 function OutfitCardEntry({
   children,
 }: {
@@ -515,7 +539,7 @@ function OutfitCardEntry({
   const translateY = useSharedValue(reduceMotion ? 0 : 16);
 
   useEffect(() => {
-    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light).catch(() => undefined);
+    void runHaptic("light");
     if (reduceMotion) {
       opacity.value = 1;
       translateY.value = 0;
diff --git a/src/components/ai/InputBar.tsx b/src/components/ai/InputBar.tsx
index 8c191f6..ad8bad6 100644
--- a/src/components/ai/InputBar.tsx
+++ b/src/components/ai/InputBar.tsx
@@ -23,8 +23,8 @@ import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import type { ChatAttachment, ChatAttachmentGroupRole } from "./chatTypes";
 import { auraTheme } from "./aiTheme";
 
-const BASE_COMPOSER_HEIGHT = 44;
-const BASE_INPUT_HEIGHT = 26;
+const BASE_COMPOSER_HEIGHT = 50;
+const BASE_INPUT_HEIGHT = 30;
 const MAX_INPUT_LINES = 4;
 const INPUT_LINE_HEIGHT = 20;
 const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES;
@@ -150,7 +150,7 @@ export default function InputBar({
     }),
     borderColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(255,245,234,0.08)", "rgba(122,182,255,0.26)"],
+      outputRange: ["rgba(255,245,234,0.09)", "rgba(167,139,250,0.34)"],
     }),
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
@@ -273,7 +273,7 @@ const sendScale = sendVisibilityAnim.interpolate({
           {
             borderRadius: 22,
             borderWidth: 1,
-            borderColor: "rgba(122,182,255,0.36)",
+            borderColor: "rgba(167,139,250,0.42)",
             opacity: focusAnim.interpolate({
               inputRange: [0, 1],
               outputRange: [0, 1],
@@ -493,9 +493,9 @@ const styles = StyleSheet.create({
     elevation: 16,
   },
   chrome: {
-    paddingHorizontal: 10,
-    paddingTop: 3,
-    paddingBottom: 3,
+    paddingHorizontal: 11,
+    paddingTop: 5,
+    paddingBottom: 5,
   },
   attachmentRail: {
     gap: 4,
@@ -584,17 +584,17 @@ const styles = StyleSheet.create({
   row: {
     flexDirection: "row",
     alignItems: "center",
-    gap: 2,
+    gap: 4,
   },
   iconLane: {
-    width: 34,
+    width: 38,
     alignItems: "center",
     justifyContent: "center",
   },
   sideButton: {
-    width: 30,
-    height: 30,
-    borderRadius: 11,
+    width: 34,
+    height: 34,
+    borderRadius: 13,
     alignItems: "center",
     justifyContent: "center",
     backgroundColor: "rgba(255,255,255,0.025)",
@@ -640,7 +640,7 @@ const styles = StyleSheet.create({
   },
   placeholderText: {
     fontFamily: Fonts.sans,
-    fontSize: 13.5,
+    fontSize: 14,
     lineHeight: INPUT_LINE_HEIGHT,
     includeFontPadding: false,
   },
@@ -651,7 +651,7 @@ const styles = StyleSheet.create({
     paddingBottom: Platform.OS === "ios" ? 2 : 1,
     marginTop: 0,
     fontFamily: Fonts.sans,
-    fontSize: 13.5,
+    fontSize: 14,
     lineHeight: INPUT_LINE_HEIGHT,
     letterSpacing: 0.1,
     backgroundColor: "transparent",
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index 9f8d822..43da5cd 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -20,17 +20,7 @@ function slotLabel(slot: string) {
   return slot.replace(/_/g, " ").replace(/\b\w/g, (char) => char.toUpperCase());
 }
 
-export default function OutfitMessage({
-  colors,
-  outfit,
-  itemsById,
-  saving,
-  index,
-  memoryHint,
-  onSave,
-  onMoreLikeThis,
-  onSwap,
-}: {
+type OutfitMessageProps = {
   colors: AppColors;
   outfit: ChatOutfit;
   itemsById: Map<string, ClothingItem>;
@@ -40,7 +30,19 @@ export default function OutfitMessage({
   onSave: () => void;
   onMoreLikeThis: (outfit: ChatOutfit) => void;
   onSwap: (outfit: ChatOutfit) => void;
-}) {
+};
+
+function OutfitMessage({
+  colors,
+  outfit,
+  itemsById,
+  saving,
+  index,
+  memoryHint,
+  onSave,
+  onMoreLikeThis,
+  onSwap,
+}: OutfitMessageProps) {
   const pickedItems = outfit.picks
     .map((pick) => ({
       slot: pick.slot,
@@ -227,3 +229,5 @@ export default function OutfitMessage({
     </LinearGradient>
   );
 }
+
+export default React.memo(OutfitMessage);
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index 917834a..dfbf867 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -13,6 +13,7 @@ import {
 } from "firebase/firestore";
 
 import { db } from "@/src/lib/firebase";
+import { setCachedChatList, setCachedRecentMessages } from "@/src/lib/localCache";
 import type { AIMessage, ChatAttachment } from "@/src/components/ai/chatTypes";
 import type {
   AuraLook,
@@ -551,12 +552,14 @@ export async function loadLatestChatThread(uid: string) {
 export async function loadRecentChatThreads(uid: string, max = 24) {
   const fetchCount = Math.max(max * 3, 36);
   const snap = await getDocs(query(chatCollectionRef(uid), orderBy("updatedAt", "desc"), limit(fetchCount)));
-  return sortChatThreads(
+  const threads = sortChatThreads(
     snap.docs
       .map((entry) => toChatThread(entry))
       .filter((thread) => !thread.archived)
       .slice(0, max)
   );
+  void setCachedChatList(uid, threads);
+  return threads;
 }
 
 export async function loadChatThread(uid: string, chatId: string) {
@@ -566,7 +569,9 @@ export async function loadChatThread(uid: string, chatId: string) {
 
 export async function loadChatMessages(uid: string, chatId: string) {
   const snap = await getDocs(query(messageCollectionRef(uid, chatId), orderBy("createdAt", "asc")));
-  return snap.docs.map((entry) => toChatMessage(entry)).filter((entry): entry is AIMessage => !!entry);
+  const messages = snap.docs.map((entry) => toChatMessage(entry)).filter((entry): entry is AIMessage => !!entry);
+  void setCachedRecentMessages(uid, chatId, messages);
+  return messages;
 }
 
 export async function appendMessageToChat(
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 17bc769..991fed7 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -41,6 +41,7 @@ type AskAuraArgs = {
 
 const URL_RE = /https?:\/\/[^\s<>"']+/i;
 const LINK_PREVIEW_TIMEOUT_MS = 9000;
+const DEBUG_AURA_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 
 function sanitizeUserInput(input: string): string {
   return input
@@ -86,12 +87,14 @@ function normalizeAuraCandidatePayload(data: AuraResponse): AuraResponse {
     candidateItems,
     candidates: candidateItems,
   };
-  console.log("[AURA_PARSE]", "normalized candidate preview payload", {
-    candidateCount: candidateItems.length,
-    candidateIds: candidateItems.map((candidate) => candidate.candidateId),
-    presentation: normalized.presentation,
-    rawKeys: Object.keys(data),
-  });
+  if (DEBUG_AURA_CLIENT) {
+    console.log("[AURA_PARSE]", "normalized candidate preview payload", {
+      candidateCount: candidateItems.length,
+      candidateIds: candidateItems.map((candidate) => candidate.candidateId),
+      presentation: normalized.presentation,
+      rawKeys: Object.keys(data),
+    });
+  }
   return normalized;
 }
 
@@ -122,6 +125,7 @@ function getAskAuraStreamUrl() {
 }
 
 function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
+  if (!DEBUG_AURA_CLIENT) return;
   console.log("[AURA_STREAM_REQUEST]", label, {
     url: url ?? null,
     projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID ?? null,
@@ -296,20 +300,22 @@ function scopedHmPreviewImages(sourceUrl: string, html: string) {
     seen.add(key);
     return true;
   }).slice(0, 8);
-  console.log("[LINK_PRODUCT_SCOPE]", "client H&M preview scope", {
-    sourceUrl,
-    articleId,
-    productNodeCount: products.length,
-    matchedSku: product?.sku ?? null,
-    matchedTitle: product?.name ?? null,
-    scopedImageCount: scoped.length,
-  });
-  console.log("[LINK_IMAGE_CANDIDATES_SCOPED]", "client H&M preview images", {
-    sourceUrl,
-    articleId,
-    candidateCount: scoped.length,
-    urls: scoped,
-  });
+  if (DEBUG_AURA_CLIENT) {
+    console.log("[LINK_PRODUCT_SCOPE]", "client H&M preview scope", {
+      sourceUrl,
+      articleId,
+      productNodeCount: products.length,
+      matchedSku: product?.sku ?? null,
+      matchedTitle: product?.name ?? null,
+      scopedImageCount: scoped.length,
+    });
+    console.log("[LINK_IMAGE_CANDIDATES_SCOPED]", "client H&M preview images", {
+      sourceUrl,
+      articleId,
+      candidateCount: scoped.length,
+      urls: scoped,
+    });
+  }
   return scoped.length ? scoped : null;
 }
 
@@ -371,14 +377,16 @@ async function bestClientPreviewHtml(sourceUrl: string, signal: AbortSignal) {
       const { response, html } = await fetchPreviewHtml(attemptUrl, signal);
       const scopedHmImages = scopedHmPreviewImages(sourceUrl, html);
       const imageCount = (scopedHmImages ?? stablePreviewImages(sourceUrl, html)).length;
-      console.log("[AURA_LINK_PREVIEW]", "client preview html attempt", {
-        sourceHost: new URL(sourceUrl).host,
-        attemptPath: new URL(attemptUrl).pathname,
-        status: response.status,
-        htmlLength: html.length,
-        imageCount,
-        scopedHmImageCount: scopedHmImages?.length ?? 0,
-      });
+      if (DEBUG_AURA_CLIENT) {
+        console.log("[AURA_LINK_PREVIEW]", "client preview html attempt", {
+          sourceHost: new URL(sourceUrl).host,
+          attemptPath: new URL(attemptUrl).pathname,
+          status: response.status,
+          htmlLength: html.length,
+          imageCount,
+          scopedHmImageCount: scopedHmImages?.length ?? 0,
+        });
+      }
       if (isHm && scopedHmImages?.length) {
         best = { url: attemptUrl, status: response.status, html, imageCount };
         break;
@@ -388,11 +396,13 @@ async function bestClientPreviewHtml(sourceUrl: string, signal: AbortSignal) {
       }
       if (!isHm && imageCount > 1) break;
     } catch (error) {
-      console.log("[AURA_LINK_PREVIEW]", "client preview html attempt failed", {
-        sourceHost: new URL(sourceUrl).host,
-        attemptPath: new URL(attemptUrl).pathname,
-        error: error instanceof Error ? error.message : String(error),
-      });
+      if (DEBUG_AURA_CLIENT) {
+        console.log("[AURA_LINK_PREVIEW]", "client preview html attempt failed", {
+          sourceHost: new URL(sourceUrl).host,
+          attemptPath: new URL(attemptUrl).pathname,
+          error: error instanceof Error ? error.message : String(error),
+        });
+      }
     }
   }
   return best;
@@ -402,9 +412,11 @@ async function buildClientLinkPreview(sourceUrl: string) {
   const controller = new AbortController();
   const timeout = setTimeout(() => controller.abort(), LINK_PREVIEW_TIMEOUT_MS);
   try {
-    console.log("[AURA_LINK_PREVIEW]", "client preview fetch start", {
-      host: new URL(sourceUrl).host,
-    });
+    if (DEBUG_AURA_CLIENT) {
+      console.log("[AURA_LINK_PREVIEW]", "client preview fetch start", {
+        host: new URL(sourceUrl).host,
+      });
+    }
     const best = await bestClientPreviewHtml(sourceUrl, controller.signal);
     if (!best) return null;
     const html = best.html;
@@ -420,22 +432,26 @@ async function buildClientLinkPreview(sourceUrl: string) {
       imageUrls,
       description: metaContent(html, "og:description") ?? metaContent(html, "description"),
     };
-    console.log("[AURA_LINK_PREVIEW]", "client preview fetch complete", {
-      host: new URL(sourceUrl).host,
-      status: best.status,
-      htmlSourcePath: new URL(best.url).pathname,
-      htmlLength: html.length,
-      hasTitle: !!preview.title,
-      hasImageUrl: !!preview.imageUrl,
-      imageCount: preview.imageUrls.length,
-      hasDescription: !!preview.description,
-    });
+    if (DEBUG_AURA_CLIENT) {
+      console.log("[AURA_LINK_PREVIEW]", "client preview fetch complete", {
+        host: new URL(sourceUrl).host,
+        status: best.status,
+        htmlSourcePath: new URL(best.url).pathname,
+        htmlLength: html.length,
+        hasTitle: !!preview.title,
+        hasImageUrl: !!preview.imageUrl,
+        imageCount: preview.imageUrls.length,
+        hasDescription: !!preview.description,
+      });
+    }
     return preview.imageUrl || preview.title || preview.description ? preview : null;
   } catch (error) {
-    console.log("[AURA_LINK_PREVIEW]", "client preview fetch failed", {
-      host: new URL(sourceUrl).host,
-      error: error instanceof Error ? error.message : String(error),
-    });
+    if (DEBUG_AURA_CLIENT) {
+      console.log("[AURA_LINK_PREVIEW]", "client preview fetch failed", {
+        host: new URL(sourceUrl).host,
+        error: error instanceof Error ? error.message : String(error),
+      });
+    }
     return null;
   } finally {
     clearTimeout(timeout);
@@ -498,18 +514,22 @@ function processEventLines(
       await emitDeltaSmoothly(event.delta, callbacks.onDelta);
     }
     if (event.type === "final") {
-      console.log("[AURA_STREAM_RAW]", "raw final stream payload", {
-        keys: Object.keys(event.data ?? {}),
-        presentation: event.data?.presentation,
-        candidateItemsCount: event.data?.candidateItems?.length ?? 0,
-        candidatesCount: event.data?.candidates?.length ?? 0,
-      });
+      if (DEBUG_AURA_CLIENT) {
+        console.log("[AURA_STREAM_RAW]", "raw final stream payload", {
+          keys: Object.keys(event.data ?? {}),
+          presentation: event.data?.presentation,
+          candidateItemsCount: event.data?.candidateItems?.length ?? 0,
+          candidatesCount: event.data?.candidates?.length ?? 0,
+        });
+      }
       const data = normalizeAuraCandidatePayload(event.data);
-      console.log("[AURA_STREAM_FINAL]", "parsed final stream payload", {
-        presentation: data.presentation,
-        hasLook: !!data.look,
-        candidateCount: data.candidateItems?.length ?? data.candidates?.length ?? 0,
-      });
+      if (DEBUG_AURA_CLIENT) {
+        console.log("[AURA_STREAM_FINAL]", "parsed final stream payload", {
+          presentation: data.presentation,
+          hasLook: !!data.look,
+          candidateCount: data.candidateItems?.length ?? data.candidates?.length ?? 0,
+        });
+      }
       setFinalData(data);
       callbacks.onFinal?.(data);
     }
@@ -624,9 +644,11 @@ export async function askAuraStream(
     try {
       return await askAuraStreamWithXhr(enrichedArgs, token, callbacks);
     } catch (error) {
-      console.log("[AURA_STREAM_FALLBACK]", "xhr stream failed, using callable fallback", {
-        error: error instanceof Error ? error.message : String(error),
-      });
+      if (DEBUG_AURA_CLIENT) {
+        console.log("[AURA_STREAM_FALLBACK]", "xhr stream failed, using callable fallback", {
+          error: error instanceof Error ? error.message : String(error),
+        });
+      }
       const fallback = await askAura(enrichedArgs);
       callbacks.onFinal?.(fallback);
       return fallback;
@@ -647,9 +669,11 @@ export async function askAuraStream(
       body,
     });
   } catch (error) {
-    console.log("[AURA_STREAM_FALLBACK]", "fetch stream failed before response, using callable fallback", {
-      error: error instanceof Error ? error.message : String(error),
-    });
+    if (DEBUG_AURA_CLIENT) {
+      console.log("[AURA_STREAM_FALLBACK]", "fetch stream failed before response, using callable fallback", {
+        error: error instanceof Error ? error.message : String(error),
+      });
+    }
     const fallback = await askAura(enrichedArgs);
     callbacks.onFinal?.(fallback);
     return fallback;
@@ -657,10 +681,12 @@ export async function askAuraStream(
 
   if (!response.ok) {
     const errorText = await response.text();
-    console.log("[AURA_STREAM_FALLBACK]", "fetch stream returned non-200, using callable fallback", {
-      status: response.status,
-      errorText,
-    });
+    if (DEBUG_AURA_CLIENT) {
+      console.log("[AURA_STREAM_FALLBACK]", "fetch stream returned non-200, using callable fallback", {
+        status: response.status,
+        errorText,
+      });
+    }
     const fallback = await askAura(enrichedArgs);
     callbacks.onFinal?.(fallback);
     return fallback;
diff --git a/src/lib/auraLookLayouts.ts b/src/lib/auraLookLayouts.ts
index 5030b64..30f0585 100644
--- a/src/lib/auraLookLayouts.ts
+++ b/src/lib/auraLookLayouts.ts
@@ -1,5 +1,6 @@
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook, AuraLookPiece } from "@/src/types/aura";
+import { getItemImageUrl } from "@/src/lib/itemImage";
 
 export type AuraLayoutVariant = "chat" | "swipe" | "home" | "studio";
 
@@ -684,14 +685,7 @@ function toLayoutItem(
   const role = inferLayoutRole(piece, tokens);
   const accessoryType =
     role === "accessory" ? classifyAccessoryType(tokens) : null;
-  const normalizedImage =
-    item?.photos?.normalizedUrl ??
-    item?.cleanedImageUrl ??
-    item?.photos?.cleanedUrl ??
-    item?.photos?.cleanedPhotoUrl ??
-    piece.imageUrl ??
-    item?.originalImageUrl ??
-    null;
+  const normalizedImage = item ? getItemImageUrl(item, { variant: "thumb" }) ?? piece.imageUrl ?? null : piece.imageUrl ?? null;
 
   return {
     key: `${piece.itemId ?? piece.itemName}-${piece.role}-${index}`,
@@ -700,8 +694,7 @@ function toLayoutItem(
     accessoryType,
     itemName: piece.itemName || item?.name || "Wardrobe item",
     source: piece.source,
-    imageUrl:
-      piece.imageUrl ?? item?.originalImageUrl ?? item?.photoUrl ?? null,
+    imageUrl: piece.imageUrl ?? normalizedImage ?? null,
     cleanedImageUrl:
       item?.cleanedImageUrl ??
       item?.photos?.cleanedUrl ??
@@ -870,8 +863,71 @@ function withZone(zone: ZoneSpec, overrides: Partial<ZoneSpec>): ZoneSpec {
   return { ...zone, ...overrides };
 }
 
-function variantZone(zone: ZoneSpec, _variant: string): ZoneSpec {
-  return zone;
+function variantZone(zone: ZoneSpec, variant: string): ZoneSpec {
+  if (variant !== "home") return zone;
+
+  switch (zone.slotName) {
+    case "layered-shirt":
+      return withZone(zone, {
+        centerX: 28,
+        centerY: 31,
+        width: 34,
+        height: 40,
+        rotation: 4,
+      });
+    case "layered-jacket":
+      return withZone(zone, {
+        centerX: 70,
+        centerY: 31,
+        width: 32,
+        height: 41,
+        rotation: -4,
+      });
+    case "right-outerwear":
+      return withZone(zone, {
+        centerX: 68,
+        centerY: 33,
+        width: 32,
+        height: 42,
+      });
+    case "left-top":
+    case "left-top-alone":
+      return withZone(zone, {
+        centerX: zone.slotName === "left-top-alone" ? 30 : zone.centerX,
+        centerY: 32,
+        width: 36,
+        height: 42,
+      });
+    case "bottom-center":
+    case "bottom-no-jacket":
+      return withZone(zone, {
+        centerX: zone.slotName === "bottom-no-jacket" ? 68 : 50,
+        centerY: 66,
+        width: 30,
+        height: 48,
+      });
+    case "bottom-center-short":
+      return withZone(zone, {
+        centerY: 59,
+        width: 30,
+        height: 32,
+      });
+    case "bottom-left-shoes":
+      return withZone(zone, {
+        centerX: 18,
+        centerY: 88,
+        width: 24,
+        height: 14,
+      });
+    case "bag-zone":
+      return withZone(zone, {
+        centerY: 72,
+        width: 23,
+        height: 24,
+      });
+    default:
+      return zone;
+  }
 }
 
 function addPlaced(
diff --git a/src/lib/auraSwipe.ts b/src/lib/auraSwipe.ts
index 09ba62d..73228af 100644
--- a/src/lib/auraSwipe.ts
+++ b/src/lib/auraSwipe.ts
@@ -35,7 +35,7 @@ type GenerateAuraSwipeBatchArgs = {
 
 type OutfitResult = {
   id?: string;
-  picks?: { slot: "top" | "bottom" | "footwear" | "outerwear"; itemId: string }[];
+  picks?: { slot: "top" | "bottom" | "footwear" | "outerwear" | "accessory"; itemId: string }[];
   score?: number;
   reason?: string;
 };
@@ -86,7 +86,7 @@ function buildLookFromOutfitResult(
     const item = itemsById.get(pick.itemId);
     if (!item) return [];
     return [{
-      role: (pick.slot === "footwear" ? "shoes" : pick.slot) as "top" | "bottom" | "shoes" | "outerwear",
+      role: (pick.slot === "footwear" ? "shoes" : pick.slot) as "top" | "bottom" | "shoes" | "outerwear" | "accessory",
       itemName: itemLabel(item),
       source: "closet" as const,
       itemId: pick.itemId,

From c54bacc6a59306c126bb9f2a78b636a91d9c86e9 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 23:01:56 -0500
Subject: [PATCH 33/93] feat(closet): polish closet, item detail, studio,
 profile, and laundry flows

---
 app/(tabs)/closet.tsx                         | 588 +++++++++++++++---
 app/(tabs)/item/[id].tsx                      | 134 ++--
 app/(tabs)/laundry.tsx                        | 160 +++--
 app/(tabs)/profile.tsx                        |  22 +-
 app/(tabs)/studio.tsx                         | 549 ++++++++--------
 .../closet/ClosetCategorySection.tsx          |   2 +-
 src/components/closet/ClosetControlsRow.tsx   |  11 +-
 src/components/closet/ClosetFilterSheet.tsx   |   6 +-
 src/components/closet/ClosetHeader.tsx        |   2 +-
 src/components/closet/ClosetItemCard.tsx      | 124 ++--
 src/profile/screens.tsx                       |  28 +-
 11 files changed, 1111 insertions(+), 515 deletions(-)

diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index c77e7b1..7df233c 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -6,6 +6,7 @@ import React, { useEffect, useMemo, useState } from "react";
 import {
   ActivityIndicator,
   Alert,
+  FlatList,
   LayoutAnimation,
   Modal,
   Platform,
@@ -20,13 +21,14 @@ import {
 import { Ionicons } from "@expo/vector-icons";
 import { deleteDoc, doc, getDoc, updateDoc, writeBatch } from "firebase/firestore";
 
-import { ClosetCategorySection } from "@/src/components/closet/ClosetCategorySection";
 import { ClosetControlsRow } from "@/src/components/closet/ClosetControlsRow";
 import { ClosetFilterSheet } from "@/src/components/closet/ClosetFilterSheet";
 import { ClosetHeader } from "@/src/components/closet/ClosetHeader";
+import { ClosetItemCard } from "@/src/components/closet/ClosetItemCard";
 import MinimumClosetProgressCard from "@/src/components/closet/MinimumClosetProgressCard";
 import { ClosetProcessingSection } from "@/src/components/closet/ClosetProcessingSection";
 import { ClosetSearchBar } from "@/src/components/closet/ClosetSearchBar";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import type { ChatImageAttachment } from "@/src/components/ai/chatTypes";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -53,12 +55,39 @@ import { getMinimumClosetProgress, getSuggestedAddItemCategory } from "@/src/lib
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
+import { getCachedProfilePreferences } from "@/src/lib/localCache";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingStatus } from "@/src/types/ClothingItem";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 
 type SortMode = "RECENTLY_ADDED" | "RECENTLY_WORN" | "BRAND" | "MOST_WORN";
 type CategoryKey = CanonicalCategory;
+type ClosetSection = {
+  key: CategoryKey;
+  title: string;
+  itemCount: number;
+  subcategories: { label: string; items: ClosetItem[] }[];
+};
+
+type ClosetListRow =
+  | {
+      type: "section";
+      key: string;
+      section: ClosetSection;
+      expanded: boolean;
+    }
+  | {
+      type: "subcategory";
+      key: string;
+      label: string;
+      count: number;
+    }
+  | {
+      type: "items";
+      key: string;
+      items: ClosetItem[];
+      animateOffset: number;
+    };
 
 const CATEGORY_LABELS: Record<CategoryKey, string> = {
   top: "Tops",
@@ -132,6 +161,13 @@ const STATUS_OPTIONS: { key: "ALL" | ClothingStatus; label: string }[] = [
 ];
 
 const PROCESSING_STALE_TIMEOUT_MS = 15 * 60 * 1000;
+const DEBUG_CLOSET_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+
+function debugClosetLog(...args: Parameters<typeof console.log>) {
+  if (DEBUG_CLOSET_CLIENT) {
+    console.log(...args);
+  }
+}
 
 function validHttpUrl(value: string) {
   const trimmed = String(value ?? "").trim();
@@ -246,6 +282,296 @@ function buildSections(
   }).filter((section) => section.itemCount > 0);
 }
 
+function itemRows(items: ClosetItem[], keyPrefix: string, animateOffset = 0): ClosetListRow[] {
+  const rows: ClosetListRow[] = [];
+  for (let index = 0; index < items.length; index += 2) {
+    rows.push({
+      type: "items",
+      key: `${keyPrefix}:row:${index}`,
+      items: items.slice(index, index + 2),
+      animateOffset: animateOffset + index,
+    });
+  }
+  return rows;
+}
+
+function buildClosetListRows(
+  sections: ClosetSection[],
+  expandedSections: Record<string, boolean>,
+) {
+  return sections.flatMap<ClosetListRow>((section) => {
+    const expanded = expandedSections[section.key] !== false;
+    const rows: ClosetListRow[] = [
+      {
+        type: "section",
+        key: `section:${section.key}`,
+        section,
+        expanded,
+      },
+    ];
+
+    if (!expanded) {
+      return rows.concat(itemRows(section.subcategories.flatMap((group) => group.items), `section:${section.key}`));
+    }
+
+    let animateOffset = 0;
+    section.subcategories.forEach((group) => {
+      rows.push({
+        type: "subcategory",
+        key: `section:${section.key}:subcategory:${group.label}`,
+        label: group.label,
+        count: group.items.length,
+      });
+      rows.push(...itemRows(group.items, `section:${section.key}:subcategory:${group.label}`, animateOffset));
+      animateOffset += group.items.length;
+    });
+    return rows;
+  });
+}
+
+const closetRowKeyExtractor = (row: ClosetListRow) => row.key;
+
+const ClosetListSeparator = React.memo(function ClosetListSeparator() {
+  return <View style={{ height: 14 }} />;
+});
+
+const ClosetEmptyState = React.memo(function ClosetEmptyState({
+  filtered,
+  onAddItem,
+  onAskAura,
+  onClearFilters,
+}: {
+  filtered: boolean;
+  onAddItem: () => void;
+  onAskAura: () => void;
+  onClearFilters: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+  return (
+    <View
+      style={{
+        borderRadius: layout.largeRadius,
+        borderWidth: 1,
+        borderColor: "rgba(255,255,255,0.1)",
+        backgroundColor: "rgba(255,255,255,0.045)",
+        padding: layout.cardPadding + 2,
+        gap: 16,
+        overflow: "hidden",
+      }}
+    >
+      <View
+        pointerEvents="none"
+        style={{
+          position: "absolute",
+          top: -42,
+          right: -36,
+          width: 128,
+          height: 128,
+          borderRadius: 999,
+          backgroundColor: "rgba(167,139,250,0.12)",
+        }}
+      />
+      <View
+        style={{
+          width: 44,
+          height: 44,
+          borderRadius: 999,
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: "rgba(237,233,227,0.1)",
+          borderWidth: 1,
+          borderColor: "rgba(237,233,227,0.16)",
+        }}
+      >
+        <Ionicons name={filtered ? "search-outline" : "shirt-outline"} size={21} color={colors.ctaCream} />
+      </View>
+      <View style={{ gap: 7 }}>
+        <Text style={{ color: colors.text, fontSize: 20, lineHeight: 25, fontWeight: "900" }}>
+          {filtered ? "No pieces match these filters" : "Your closet is ready for its first pieces"}
+        </Text>
+        <Text style={{ color: colors.textSecondary, lineHeight: 21 }}>
+          {filtered
+            ? "Broaden the view and Closet will get back to the category-first browser."
+            : "Add a few clean photos so AURA can start building outfits from what you actually own."}
+        </Text>
+      </View>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
+        <AuraPressable
+          onPress={filtered ? onClearFilters : onAddItem}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          style={{
+            borderRadius: 999,
+            backgroundColor: colors.ctaCream,
+            paddingHorizontal: 14,
+            paddingVertical: 10,
+          }}
+        >
+          <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "900" }}>
+            {filtered ? "Clear filters" : "Add item"}
+          </Text>
+        </AuraPressable>
+        <AuraPressable
+          onPress={onAskAura}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          style={{
+            borderRadius: 999,
+            borderWidth: 1,
+            borderColor: "rgba(255,255,255,0.12)",
+            backgroundColor: "rgba(255,255,255,0.05)",
+            paddingHorizontal: 14,
+            paddingVertical: 10,
+          }}
+        >
+          <Text style={{ color: colors.text, fontSize: 13, fontWeight: "900" }}>Ask AURA</Text>
+        </AuraPressable>
+      </View>
+    </View>
+  );
+});
+
+const ClosetSectionHeader = React.memo(function ClosetSectionHeader({
+  section,
+  expanded,
+  onToggle,
+}: {
+  section: ClosetSection;
+  expanded: boolean;
+  onToggle: (sectionKey: string) => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={{ gap: 14 }}>
+      <View style={{ height: 1, backgroundColor: "rgba(255,255,255,0.055)" }} />
+      <AuraPressable
+        onPress={() => onToggle(section.key)}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.99}
+        pressedOpacity={0.9}
+        style={{
+          flexDirection: "row",
+          alignItems: "center",
+          justifyContent: "space-between",
+          gap: 12,
+          paddingVertical: 4,
+        }}
+      >
+        <View style={{ flexDirection: "row", alignItems: "center", gap: 9, flex: 1 }}>
+          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: 0 }}>
+            {section.title}
+          </Text>
+          <View
+            style={{
+              paddingHorizontal: 8,
+              paddingVertical: 3,
+              borderRadius: 999,
+              backgroundColor: colors.overlay,
+            }}
+          >
+            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800" }}>
+              {section.itemCount}
+            </Text>
+          </View>
+        </View>
+        <View
+          style={{
+            width: 28,
+            height: 28,
+            borderRadius: 999,
+            alignItems: "center",
+            justifyContent: "center",
+            backgroundColor: colors.overlay,
+          }}
+        >
+          <Ionicons name={expanded ? "chevron-up" : "chevron-down"} size={16} color={colors.textSecondary} />
+        </View>
+      </AuraPressable>
+    </View>
+  );
+});
+
+const ClosetSubcategoryHeader = React.memo(function ClosetSubcategoryHeader({
+  label,
+  count,
+}: {
+  label: string;
+  count: number;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+  return (
+    <View style={{ gap: 9, paddingTop: 2 }}>
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800", letterSpacing: 0.2 }}>
+          {label}
+        </Text>
+        <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", opacity: 0.75 }}>
+          {count}
+        </Text>
+      </View>
+      <View
+        style={{
+          height: 1,
+          backgroundColor: colors.border,
+          opacity: 0.5,
+          marginRight: layout.horizontalPadding * 0.35,
+        }}
+      />
+    </View>
+  );
+});
+
+type ClosetGridRowProps = {
+  items: ClosetItem[];
+  cardWidth: number;
+  gridGap: number;
+  animateOffset: number;
+  selectedItemIds: Set<string>;
+  onPressItem: (item: ClosetItem) => void;
+  onLongPressItem: (item: ClosetItem) => void;
+};
+
+const ClosetGridRow = React.memo(
+  function ClosetGridRow({
+    items,
+    cardWidth,
+    gridGap,
+    animateOffset,
+    selectedItemIds,
+    onPressItem,
+    onLongPressItem,
+  }: ClosetGridRowProps) {
+    return (
+      <View style={{ flexDirection: "row", gap: gridGap }}>
+        {items.map((item, index) => (
+          <ClosetItemCard
+            key={item.id}
+            item={item}
+            onPressItem={onPressItem}
+            onLongPressItem={onLongPressItem}
+            selected={selectedItemIds.has(item.id)}
+            width={cardWidth}
+            animateIndex={animateOffset + index}
+          />
+        ))}
+      </View>
+    );
+  },
+  (prev, next) =>
+    prev.items === next.items &&
+    prev.cardWidth === next.cardWidth &&
+    prev.gridGap === next.gridGap &&
+    prev.animateOffset === next.animateOffset &&
+    prev.onPressItem === next.onPressItem &&
+    prev.onLongPressItem === next.onLongPressItem &&
+    prev.items.every((item) => prev.selectedItemIds.has(item.id) === next.selectedItemIds.has(item.id)),
+);
+
 export default function ClosetScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -271,6 +597,7 @@ export default function ClosetScreen() {
   const [moreActionsOpen, setMoreActionsOpen] = useState(false);
   const [locallyRemovedItemIds, setLocallyRemovedItemIds] = useState<Set<string>>(() => new Set());
   const staleFailoverIdsRef = React.useRef(new Set<string>());
+  const closetCacheRefreshingRef = React.useRef(false);
   const [expandedSections, setExpandedSections] = useState<Record<string, boolean>>({
     top: true,
     one_piece: true,
@@ -288,21 +615,32 @@ export default function ClosetScreen() {
 
   useEffect(() => {
     if (!uid) {
+      setItems([]);
       setLoading(false);
       router.replace("/(auth)/welcome");
       return;
     }
+    setItems([]);
     setLoading(true);
-    const unsub = listenToItems(uid, (next) => {
-      setItems(next);
-      setLoading(false);
-    }, {
-      includeDrafts: true,
-      onError: (message) => {
+    const unsub = listenToItems(
+      uid,
+      (next, meta) => {
+        if (meta?.source === "cache") {
+          closetCacheRefreshingRef.current = !!meta.stale;
+        } else {
+          closetCacheRefreshingRef.current = false;
+        }
+        setItems(next);
         setLoading(false);
-        Alert.alert("Closet", message || "Unable to load wardrobe.");
       },
-    });
+      {
+        includeDrafts: true,
+        onError: (message) => {
+          setLoading(false);
+          Alert.alert("Closet", message || "Unable to load wardrobe.");
+        },
+      }
+    );
     return () => unsub();
   }, [uid]);
 
@@ -314,6 +652,10 @@ export default function ClosetScreen() {
         cancelled = true;
       };
     }
+    setProfilePreferences(null);
+    void getCachedProfilePreferences(uid).then((cached) => {
+      if (!cancelled && cached?.data) setProfilePreferences(cached.data);
+    });
     void loadUserProfilePreferences(uid)
       .then((profile) => {
         if (!cancelled) setProfilePreferences(profile);
@@ -378,7 +720,7 @@ export default function ClosetScreen() {
       if (!lastRunAt || now - lastRunAt < PROCESSING_STALE_TIMEOUT_MS) return;
       if (staleFailoverIdsRef.current.has(item.id)) return;
       staleFailoverIdsRef.current.add(item.id);
-      console.log("[ITEM_PROCESSING_STALE]", {
+      debugClosetLog("[ITEM_PROCESSING_STALE]", {
         uid,
         itemId: item.id,
         lastRunAt,
@@ -396,7 +738,7 @@ export default function ClosetScreen() {
         updatedAt: Date.now(),
       })
         .then(() => {
-          console.log("[ITEM_PROCESSING_FAILOVER]", {
+          debugClosetLog("[ITEM_PROCESSING_FAILOVER]", {
             uid,
             itemId: item.id,
             to: "failed",
@@ -404,7 +746,7 @@ export default function ClosetScreen() {
         })
         .catch((error) => {
           staleFailoverIdsRef.current.delete(item.id);
-          console.log("[ITEM_PROCESSING_FAILOVER]", {
+          debugClosetLog("[ITEM_PROCESSING_FAILOVER]", {
             uid,
             itemId: item.id,
             error,
@@ -462,6 +804,10 @@ export default function ClosetScreen() {
     () => buildSections(filteredItems, categoryOrder, styleProfile.emphasizedSubcategories),
     [categoryOrder, filteredItems, styleProfile.emphasizedSubcategories]
   );
+  const closetRows = useMemo(
+    () => (loading || sections.length === 0 ? [] : buildClosetListRows(sections, expandedSections)),
+    [expandedSections, loading, sections],
+  );
   const visibleCount = filteredItems.length;
   const isSelectionMode = selectedItemIds.size > 0;
   const selectedItems = useMemo(
@@ -480,6 +826,9 @@ export default function ClosetScreen() {
     FLOATING_TAB_BAR_HEIGHT +
     FLOATING_CONTROL_GAP +
     Math.max(6, Math.round(layout.horizontalPadding * 0.2));
+  const closetGridGap = 16;
+  const closetGridCardWidth =
+    (layout.width - layout.horizontalPadding * 2 - closetGridGap) / 2;
 
   useEffect(() => {
     setSelectedItemIds((prev) => {
@@ -533,6 +882,14 @@ export default function ClosetScreen() {
     []
   );
 
+  const handleToggleSection = React.useCallback((sectionKey: string) => {
+    LayoutAnimation.configureNext(LayoutAnimation.Presets.easeInEaseOut);
+    setExpandedSections((prev) => ({
+      ...prev,
+      [sectionKey]: !(prev[sectionKey] !== false),
+    }));
+  }, []);
+
   const handleSelectAllVisible = React.useCallback(() => {
     LayoutAnimation.configureNext(LayoutAnimation.Presets.easeInEaseOut);
     if (allFilteredItemsSelected) {
@@ -687,6 +1044,7 @@ export default function ClosetScreen() {
         }
       }
       clearSelection();
+      await Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light).catch(() => undefined);
       if (failures.length) {
         Alert.alert(
           "Some items were skipped",
@@ -781,14 +1139,14 @@ export default function ClosetScreen() {
 
   const startProductLinkReview = React.useCallback(async (rawUrl: string, source: "clipboard" | "manual") => {
     const url = validHttpUrl(rawUrl);
-    console.log("[PASTE_LINK_UI]", "search submitted", {
+    debugClosetLog("[PASTE_LINK_UI]", "search submitted", {
       uid,
       source,
       hasUrl: !!url,
       rawLength: rawUrl.length,
     });
     if (!url || !uid) {
-      console.log("[PASTE_LINK_UI]", "invalid url", {
+      debugClosetLog("[PASTE_LINK_UI]", "invalid url", {
         uid,
         source,
         rawUrl,
@@ -820,7 +1178,7 @@ export default function ClosetScreen() {
   }, [uid]);
 
   const handlePasteProductLinkAction = React.useCallback(() => {
-    console.log("[PASTE_LINK_UI]", "opened", { uid });
+    debugClosetLog("[PASTE_LINK_UI]", "opened", { uid });
     setProductLink("");
     setProductLinkTouched(false);
     setQuickAddOpen(false);
@@ -830,7 +1188,7 @@ export default function ClosetScreen() {
   const handlePasteFromClipboard = React.useCallback(async () => {
     try {
       const clipboard = await Clipboard.getStringAsync();
-      console.log("[PASTE_LINK_UI]", "pasted from clipboard", {
+      debugClosetLog("[PASTE_LINK_UI]", "pasted from clipboard", {
         uid,
         hasClipboardText: !!clipboard?.trim(),
         hasValidUrl: !!validHttpUrl(clipboard),
@@ -838,7 +1196,7 @@ export default function ClosetScreen() {
       setProductLink(clipboard ?? "");
       setProductLinkTouched(true);
     } catch (error) {
-      console.log("[PASTE_LINK_UI]", "pasted from clipboard", {
+      debugClosetLog("[PASTE_LINK_UI]", "pasted from clipboard", {
         uid,
         hasClipboardText: false,
         hasValidUrl: false,
@@ -849,7 +1207,7 @@ export default function ClosetScreen() {
 
   const handleImportProductLink = React.useCallback(async () => {
     if (!normalizedProductLink) {
-      console.log("[PASTE_LINK_UI]", "invalid url", {
+      debugClosetLog("[PASTE_LINK_UI]", "invalid url", {
         uid,
         rawUrl: productLink,
       });
@@ -876,11 +1234,11 @@ export default function ClosetScreen() {
   const handleReviewProcessingItem = React.useCallback(
     (item: ClosetItem) => {
       if (!item?.id) {
-        console.log("[CLOSET_REVIEW_ERROR]", "missing item id", { item });
+        debugClosetLog("[CLOSET_REVIEW_ERROR]", "missing item id", { item });
         Alert.alert("Review unavailable", "This item is no longer available.");
         return;
       }
-      console.log("[CLOSET_REVIEW]", "opening draft review", {
+      debugClosetLog("[CLOSET_REVIEW]", "opening draft review", {
         uid,
         itemId: item.id,
         draftState: (item as any).draftState ?? null,
@@ -904,7 +1262,7 @@ export default function ClosetScreen() {
         next.add(item.id);
         return next;
       });
-      console.log("[ITEM_REMOVE]", "removing unfinished item", {
+      debugClosetLog("[ITEM_REMOVE]", "removing unfinished item", {
         uid,
         itemId: item.id,
         path: `users/${uid}/items/${item.id}`,
@@ -921,7 +1279,7 @@ export default function ClosetScreen() {
         });
         await deleteDoc(itemRef);
         const afterDelete = await getDoc(itemRef);
-        console.log("[ITEM_REMOVE_SUCCESS]", {
+        debugClosetLog("[ITEM_REMOVE_SUCCESS]", {
           uid,
           itemId: item.id,
           existsAfterDelete: afterDelete.exists(),
@@ -932,7 +1290,7 @@ export default function ClosetScreen() {
           next.delete(item.id);
           return next;
         });
-        console.log("[ITEM_REMOVE_ERROR]", {
+        debugClosetLog("[ITEM_REMOVE_ERROR]", {
           uid,
           itemId: item.id,
           error,
@@ -943,6 +1301,101 @@ export default function ClosetScreen() {
     [uid]
   );
 
+  const renderClosetRow = React.useCallback(
+    ({ item }: { item: ClosetListRow }) => {
+      if (item.type === "section") {
+        return (
+          <ClosetSectionHeader
+            section={item.section}
+            expanded={item.expanded}
+            onToggle={handleToggleSection}
+          />
+        );
+      }
+      if (item.type === "subcategory") {
+        return <ClosetSubcategoryHeader label={item.label} count={item.count} />;
+      }
+      return (
+        <ClosetGridRow
+          items={item.items}
+          cardWidth={closetGridCardWidth}
+          gridGap={closetGridGap}
+          animateOffset={item.animateOffset}
+          selectedItemIds={selectedItemIds}
+          onPressItem={handleItemPress}
+          onLongPressItem={handleItemLongPress}
+        />
+      );
+    },
+    [
+      closetGridCardWidth,
+      closetGridGap,
+      handleItemLongPress,
+      handleItemPress,
+      handleToggleSection,
+      selectedItemIds,
+    ],
+  );
+
+  const closetListHeader = useMemo(() => {
+    if (!processingItems.length && !showMinimumClosetCard) return null;
+    return (
+      <View style={{ gap: 18, marginBottom: 18 }}>
+        <ClosetProcessingSection
+          items={processingItems}
+          onPressItem={handleReviewProcessingItem}
+          onRetry={(item) => void handleRetryProcessingItem(item)}
+          onRemove={(item) => void handleRemoveProcessingItem(item)}
+        />
+
+        {showMinimumClosetCard ? (
+          <MinimumClosetProgressCard
+            colors={colors}
+            items={visibleItems}
+            onAddMissingItem={openAddMissingItem}
+          />
+        ) : null}
+      </View>
+    );
+  }, [
+    colors,
+    handleRemoveProcessingItem,
+    handleRetryProcessingItem,
+    handleReviewProcessingItem,
+    openAddMissingItem,
+    processingItems,
+    showMinimumClosetCard,
+    visibleItems,
+  ]);
+
+  const clearFilters = React.useCallback(() => {
+    setSearch("");
+    setSortMode("RECENTLY_ADDED");
+    setStatusFilter("ALL");
+    setCategoryFilter("ALL");
+    setBrandFilter("ALL");
+    setColorFilter("ALL");
+  }, []);
+
+  const closetListEmpty = useMemo(() => {
+    if (loading) {
+      return (
+        <View style={{ paddingVertical: 48, alignItems: "center" }}>
+          <ActivityIndicator color={colors.accent} />
+        </View>
+      );
+    }
+
+    return (
+      <ClosetEmptyState
+        filtered={visibleItems.length > 0}
+        onAddItem={() => router.push("/(tabs)/add")}
+        onAskAura={() => router.push("/(tabs)/ai")}
+        onClearFilters={clearFilters}
+      />
+    );
+  }, [clearFilters, colors.accent, loading, visibleItems.length]);
+
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
       <View
@@ -1082,78 +1535,27 @@ export default function ClosetScreen() {
         </View>
       </View>
 
-      <ScrollView
+      <FlatList
+        data={closetRows}
+        keyExtractor={closetRowKeyExtractor}
+        renderItem={renderClosetRow}
+        ListHeaderComponent={closetListHeader}
+        ListEmptyComponent={closetListEmpty}
+        ItemSeparatorComponent={ClosetListSeparator}
         showsVerticalScrollIndicator={false}
+        keyboardShouldPersistTaps="handled"
+        removeClippedSubviews={Platform.OS !== "web"}
+        initialNumToRender={10}
+        maxToRenderPerBatch={8}
+        updateCellsBatchingPeriod={40}
+        windowSize={7}
+        extraData={selectedItemIds}
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
           paddingTop: 18,
           paddingBottom: layout.bottomDockPadding + 112,
-          gap: 18,
         }}
-      >
-        <ClosetProcessingSection
-          items={processingItems}
-          onPressItem={handleReviewProcessingItem}
-          onRetry={(item) => void handleRetryProcessingItem(item)}
-          onRemove={(item) => void handleRemoveProcessingItem(item)}
-        />
-
-        {showMinimumClosetCard ? (
-          <MinimumClosetProgressCard
-            colors={colors}
-            items={visibleItems}
-            onAddMissingItem={openAddMissingItem}
-          />
-        ) : null}
-
-        {loading ? (
-          <View style={{ paddingVertical: 48, alignItems: "center" }}>
-            <ActivityIndicator color={colors.accent} />
-          </View>
-        ) : sections.length === 0 ? (
-          <View
-            style={{
-              borderRadius: layout.mediumRadius,
-              borderWidth: 1,
-              borderColor: colors.border,
-              backgroundColor: colors.surface,
-              padding: layout.cardPadding,
-              gap: 10,
-            }}
-          >
-            <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>
-              {visibleItems.length === 0 ? "Your closet is still empty" : "No pieces match these filters"}
-            </Text>
-            <Text style={{ color: colors.textSecondary, lineHeight: 20 }}>
-              {visibleItems.length === 0
-                ? "Add a few pieces and Closet becomes your clean, category-first browser."
-                : "Try a broader search or clear one of the active filters."}
-            </Text>
-          </View>
-        ) : (
-          sections.map((section) => (
-            <ClosetCategorySection
-              key={section.key}
-              title={section.title}
-              count={section.itemCount}
-              expanded={expandedSections[section.key] !== false}
-              subcategories={section.subcategories}
-              onToggle={() =>
-                {
-                  LayoutAnimation.configureNext(LayoutAnimation.Presets.easeInEaseOut);
-                  setExpandedSections((prev) => ({
-                    ...prev,
-                    [section.key]: !(prev[section.key] !== false),
-                  }));
-                }
-              }
-              onPressItem={handleItemPress}
-              onLongPressItem={handleItemLongPress}
-              selectedItemIds={selectedItemIds}
-            />
-          ))
-        )}
-      </ScrollView>
+      />
 
       <ClosetFilterSheet
         visible={filtersOpen}
@@ -1173,13 +1575,7 @@ export default function ClosetScreen() {
         onChangeCategory={setCategoryFilter}
         onChangeBrand={setBrandFilter}
         onChangeColor={setColorFilter}
-        onClear={() => {
-          setSortMode("RECENTLY_ADDED");
-          setStatusFilter("ALL");
-          setCategoryFilter("ALL");
-          setBrandFilter("ALL");
-          setColorFilter("ALL");
-        }}
+        onClear={clearFilters}
       />
 
       <Pressable
diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index 86678b0..88100db 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -17,13 +17,16 @@ import {
 } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { SafeScreen } from "../../../src/components/SafeScreen";
 import { ALLOWED_COLORS } from "../../../src/shared/wardrobeTaxonomy";
 import { useAuth } from "../../../src/hooks/useAuth";
 import { useAppTheme } from "../../../src/hooks/useAppTheme";
 import { useResponsiveLayout } from "../../../src/hooks/useResponsiveLayout";
 import { db } from "../../../src/lib/firebase";
+import { runHaptic } from "../../../src/lib/haptics";
 import { getItemImageDecoration, getItemImagePresentation, getItemImageUrl } from "../../../src/lib/itemImage";
+import { Toast } from "../../../src/lib/toast";
 import {
   getIngestionStatus,
   LAUNDRY_STATUS_LABELS,
@@ -135,7 +138,7 @@ function QuickFact(props: { label: string; value: string; tone?: "default" | "su
   const { label, value, tone = "default" } = props;
   const { colors } = useAppTheme();
   const valueColor =
-    tone === "success" ? colors.accent : tone === "danger" ? "#ff6b6b" : colors.text;
+    tone === "success" ? colors.success : tone === "danger" ? colors.danger : colors.text;
   return (
     <View
       style={{
@@ -350,9 +353,11 @@ export default function ItemDetailsScreen() {
     try {
       setActionLoading(true);
       await safeMarkWorn(uid, itemId);
+      void runHaptic("light");
+      Toast.success("Marked worn", "Wear count updated.");
     } catch (e: any) {
       console.log(e);
-      Alert.alert("Error", e?.message ?? "Failed to mark item as worn");
+      Toast.error("Update failed", e?.message ?? "Failed to mark item as worn");
     } finally {
       setActionLoading(false);
     }
@@ -364,9 +369,11 @@ export default function ItemDetailsScreen() {
     try {
       setActionLoading(true);
       await sendToLaundry(uid, itemId);
+      void runHaptic("light");
+      Toast.laundryUpdated("Piece moved to laundry.");
     } catch (e: any) {
       console.log(e);
-      Alert.alert("Error", e?.message ?? "Failed to send item to laundry");
+      Toast.error("Laundry update failed", e?.message ?? "Failed to send item to laundry");
     } finally {
       setActionLoading(false);
     }
@@ -377,9 +384,11 @@ export default function ItemDetailsScreen() {
     try {
       setActionLoading(true);
       await markNeedsWash(uid, itemId);
+      void runHaptic("light");
+      Toast.laundryUpdated("Piece marked needs wash.");
     } catch (e: any) {
       console.log(e);
-      Alert.alert("Error", e?.message ?? "Failed to mark item as needs wash");
+      Toast.error("Laundry update failed", e?.message ?? "Failed to mark item as needs wash");
     } finally {
       setActionLoading(false);
     }
@@ -406,9 +415,11 @@ export default function ItemDetailsScreen() {
           try {
             setActionLoading(true);
             await markWashedItem(uid, itemId);
+            void runHaptic("light");
+            Toast.laundryUpdated("Piece is clean and ready.");
           } catch (e: any) {
             console.log(e);
-            Alert.alert("Error", e?.message ?? "Failed to mark item as washed");
+            Toast.error("Laundry update failed", e?.message ?? "Failed to mark item as washed");
           } finally {
             setActionLoading(false);
           }
@@ -543,7 +554,7 @@ export default function ItemDetailsScreen() {
             onPress={navigateBackToSource}
             style={[pill, { backgroundColor: colors.surface, borderColor: colors.border }]}
           >
-            <Text style={pillText}>Back</Text>
+            <Text style={[pillText, { color: colors.text }]}>Back</Text>
           </Pressable>
           <Text style={{ fontSize: 20, fontWeight: "900", color: colors.text }}>Item</Text>
           <Pressable
@@ -655,10 +666,15 @@ export default function ItemDetailsScreen() {
                 {(["needs_wash", "in_laundry", "clean"] as LaundryStatus[]).map((status) => {
                   const selected = normalizeLaundryStatus(item) === status;
                   return (
-                    <Pressable
+                    <AuraPressable
                       key={status}
                       onPress={() => onLaundryStatusPress(status)}
                       disabled={actionLoading || selected}
+                      haptic="selection"
+                      hapticTrigger="press"
+                      pressedScale={0.96}
+                      pressedOpacity={0.84}
+                      disabledOpacity={0.72}
                       style={{
                         borderRadius: 999,
                         paddingHorizontal: 12,
@@ -666,13 +682,12 @@ export default function ItemDetailsScreen() {
                         backgroundColor: selected ? colors.ctaCream : "rgba(255,255,255,0.045)",
                         borderWidth: selected ? 0 : 1,
                         borderColor: "rgba(255,255,255,0.1)",
-                        opacity: actionLoading || selected ? 0.72 : 1,
                       }}
                     >
                       <Text style={{ color: selected ? colors.ctaText : colors.text, fontWeight: "900" }}>
                         {LAUNDRY_STATUS_LABELS[status]}
                       </Text>
-                    </Pressable>
+                    </AuraPressable>
                   );
                 })}
               </View>
@@ -693,7 +708,7 @@ export default function ItemDetailsScreen() {
                 ))}
               </View>
               {ingestionStatusLabel(item) === "failed" ? (
-                <Text style={{ color: "#d11", fontWeight: "700", marginTop: 12 }}>
+                <Text style={{ color: colors.danger, fontWeight: "700", marginTop: 12 }}>
                   Couldn&apos;t analyze, you can edit manually.
                 </Text>
               ) : null}
@@ -708,7 +723,7 @@ export default function ItemDetailsScreen() {
                     padding: 12,
                   }}
                 >
-                  <Text style={{ color: "#7a5a18", fontWeight: "700", lineHeight: 20 }}>
+                  <Text style={{ color: colors.warning, fontWeight: "700", lineHeight: 20 }}>
                     Color check: AI said {item.aiColorLabel || "—"}, pixels suggest{" "}
                     {toTitleCase(item.pixelColors?.[0] || "—")}. Confirm a color below if needed.
                   </Text>
@@ -724,42 +739,50 @@ export default function ItemDetailsScreen() {
                 <View style={{ gap: 8 }}>
                   <Text style={{ color: colors.text, fontWeight: "800" }}>Pattern</Text>
                   <View style={{ flexDirection: "row", gap: 8, alignItems: "center" }}>
-                    <Pressable
+                    <AuraPressable
                       onPress={() => {
                         setPatternDraft("");
                         void saveField("pattern", null);
                       }}
-                      style={pill}
+                      haptic="selection"
+                      hapticTrigger="press"
+                      pressedScale={0.97}
+                      style={[pill, { borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
                     >
-                      <Text style={pillText}>Auto (AI)</Text>
-                    </Pressable>
+                      <Text style={[pillText, { color: colors.text }]}>Auto (AI)</Text>
+                    </AuraPressable>
                     <TextInput
                       value={patternDraft}
                       onChangeText={setPatternDraft}
                       onEndEditing={() => void saveField("pattern", patternDraft.trim() || null)}
                       placeholder={item.pattern || "Auto (AI)"}
-                      style={[textInput, { flex: 1 }]}
+                      placeholderTextColor={colors.textSecondary}
+                      style={[textInput, { flex: 1, color: colors.text, borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
                     />
                   </View>
                 </View>
                 <View style={{ gap: 8 }}>
                   <Text style={{ color: colors.text, fontWeight: "800" }}>Material</Text>
                   <View style={{ flexDirection: "row", gap: 8, alignItems: "center" }}>
-                    <Pressable
+                    <AuraPressable
                       onPress={() => {
                         setMaterialDraft("");
                         void saveField("material", null);
                       }}
-                      style={pill}
+                      haptic="selection"
+                      hapticTrigger="press"
+                      pressedScale={0.97}
+                      style={[pill, { borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
                     >
-                      <Text style={pillText}>Auto (AI)</Text>
-                    </Pressable>
+                      <Text style={[pillText, { color: colors.text }]}>Auto (AI)</Text>
+                    </AuraPressable>
                     <TextInput
                       value={materialDraft}
                       onChangeText={setMaterialDraft}
                       onEndEditing={() => void saveField("material", materialDraft.trim() || null)}
                       placeholder={item.material || "Auto (AI)"}
-                      style={[textInput, { flex: 1 }]}
+                      placeholderTextColor={colors.textSecondary}
+                      style={[textInput, { flex: 1, color: colors.text, borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
                     />
                   </View>
                 </View>
@@ -797,9 +820,13 @@ export default function ItemDetailsScreen() {
                   </View>
                   <View style={{ flexDirection: "row", alignItems: "center", gap: 10, flexWrap: "wrap" }}>
                     {item.colorSource === "user" ? (
-                      <Pressable
+                      <AuraPressable
                         onPress={onResetToAI}
                         disabled={colorSaving}
+                        haptic="selection"
+                        hapticTrigger="press"
+                        pressedScale={0.97}
+                        disabledOpacity={0.65}
                         style={{
                           alignSelf: "flex-start",
                           paddingVertical: 6,
@@ -808,14 +835,13 @@ export default function ItemDetailsScreen() {
                           borderWidth: 1,
                           borderColor: "rgba(255,255,255,0.18)",
                           backgroundColor: "rgba(255,255,255,0.03)",
-                          opacity: colorSaving ? 0.65 : 1,
                         }}
                       >
                         <Text style={{ color: colors.text, fontWeight: "700" }}>Reset to AI</Text>
-                      </Pressable>
+                      </AuraPressable>
                     ) : null}
                     {colorSavedAt ? (
-                      <Text style={{ color: "#0a7", fontSize: 12, fontWeight: "700" }}>Saved</Text>
+                      <Text style={{ color: colors.success, fontSize: 12, fontWeight: "700" }}>Saved</Text>
                     ) : null}
                   </View>
                 </View>
@@ -847,35 +873,48 @@ export default function ItemDetailsScreen() {
           }}
         >
           {normalizeLaundryStatus(item) === "in_laundry" ? (
-            <Pressable
+            <AuraPressable
               onPress={onConfirmWashed}
               disabled={actionLoading}
+              haptic="light"
+              hapticTrigger="press"
+              pressedScale={0.98}
+              pressedOpacity={0.86}
+              disabledOpacity={0.6}
               style={[
                 btn,
-                { backgroundColor: "#fff" },
-                actionLoading ? { opacity: 0.6 } : null,
+                { backgroundColor: colors.ctaCream },
               ]}
             >
-              <Text style={[btnText, { color: "#111" }]}>Mark as Washed</Text>
-            </Pressable>
+              <Text style={[btnText, { color: colors.ctaText }]}>Mark as Washed</Text>
+            </AuraPressable>
           ) : (
             <>
-              <Pressable
+              <AuraPressable
                 onPress={onMarkWorn}
                 disabled={actionLoading}
+                haptic="light"
+                hapticTrigger="press"
+                pressedScale={0.98}
+                pressedOpacity={0.86}
+                disabledOpacity={0.5}
                 style={[
                   btn,
-                  { backgroundColor: "#fff" },
-                  actionLoading ? { opacity: 0.5 } : null,
+                  { backgroundColor: colors.ctaCream },
                 ]}
               >
-                <Text style={[btnText, { color: "#111" }]}>Mark as Worn</Text>
-              </Pressable>
+                <Text style={[btnText, { color: colors.ctaText }]}>Mark as Worn</Text>
+              </AuraPressable>
 
               <View style={{ flexDirection: "row", gap: 10 }}>
-                <Pressable
+                <AuraPressable
                   onPress={onSendToLaundry}
                   disabled={actionLoading}
+                  haptic="light"
+                  hapticTrigger="press"
+                  pressedScale={0.98}
+                  pressedOpacity={0.86}
+                  disabledOpacity={0.6}
                   style={[
                     btn,
                     {
@@ -883,14 +922,18 @@ export default function ItemDetailsScreen() {
                       borderWidth: 1,
                       backgroundColor: "rgba(255,255,255,0.04)",
                     },
-                    actionLoading ? { opacity: 0.6 } : null,
                   ]}
                 >
-                  <Text style={[btnText, { color: "#fff" }]}>Send to Laundry</Text>
-                </Pressable>
-                <Pressable
+                  <Text style={[btnText, { color: colors.text }]}>Send to Laundry</Text>
+                </AuraPressable>
+                <AuraPressable
                   onPress={onConfirmWashed}
                   disabled={actionLoading}
+                  haptic="selection"
+                  hapticTrigger="press"
+                  pressedScale={0.98}
+                  pressedOpacity={0.86}
+                  disabledOpacity={0.6}
                   style={[
                     btn,
                     {
@@ -898,11 +941,10 @@ export default function ItemDetailsScreen() {
                       borderWidth: 1,
                       backgroundColor: "transparent",
                     },
-                    actionLoading ? { opacity: 0.6 } : null,
                   ]}
                 >
                   <Text style={[btnText, { color: "rgba(255,255,255,0.88)" }]}>Mark as Washed</Text>
-                </Pressable>
+                </AuraPressable>
               </View>
             </>
           )}
@@ -914,10 +956,10 @@ export default function ItemDetailsScreen() {
 
 const card = {
   borderWidth: 1,
-  borderColor: "#eee",
+  borderColor: "rgba(255,255,255,0.08)",
   borderRadius: 16,
   padding: 12,
-  backgroundColor: "#fff",
+  backgroundColor: "rgba(255,255,255,0.035)",
 } as const;
 
 const btn = {
@@ -938,7 +980,7 @@ const pill = {
   paddingHorizontal: 12,
   borderRadius: 999,
   borderWidth: 1,
-  borderColor: "#ddd",
+  borderColor: "rgba(255,255,255,0.12)",
 } as const;
 
 const pillText = {
@@ -947,7 +989,7 @@ const pillText = {
 
 const textInput = {
   borderWidth: 1,
-  borderColor: "#ddd",
+  borderColor: "rgba(255,255,255,0.12)",
   borderRadius: 12,
   paddingHorizontal: 12,
   paddingVertical: 10,
diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index a17b78b..4f06bd4 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -1,23 +1,26 @@
 import { Ionicons } from "@expo/vector-icons";
 import { BlurView } from "expo-blur";
 import { router } from "expo-router";
-import { collection, doc, onSnapshot, orderBy, query, serverTimestamp, writeBatch } from "firebase/firestore";
-import React, { useEffect, useMemo, useState } from "react";
-import { ActivityIndicator, Alert, FlatList, Pressable, Text, View } from "react-native";
+import { doc, serverTimestamp, writeBatch } from "firebase/firestore";
+import React, { useCallback, useEffect, useMemo, useState } from "react";
+import { ActivityIndicator, FlatList, Pressable, Text, View } from "react-native";
 
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import AppImage from "@/src/components/common/AppImage";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { db } from "@/src/lib/firebase";
-import { getItemImageUrl } from "@/src/lib/itemImage";
+import { runHaptic } from "@/src/lib/haptics";
+import { getBestThumbnailImageSource } from "@/src/lib/itemImage";
 import {
-  isVisibleWardrobeItem,
   legacyStatusForLaundryStatus,
+  listenToItems,
   normalizeLaundryStatus,
   updateLaundryStatus,
 } from "@/src/lib/items";
 import { sanitizeDisplayText } from "@/src/lib/text";
+import { Toast } from "@/src/lib/toast";
 import type { ClothingItem, LaundryStatus } from "@/src/types/ClothingItem";
 
 type LaundryTab = "needs_wash" | "in_laundry" | "clean";
@@ -48,23 +51,25 @@ export default function LaundryScreen() {
 
   useEffect(() => {
     if (!uid) {
+      setAllItems([]);
       setLoading(false);
       router.replace("/(auth)/login");
       return;
     }
 
-    const itemsRef = collection(db, "users", uid, "items");
-    const q = query(itemsRef, orderBy("createdAt", "desc"));
-    return onSnapshot(
-      q,
-      (snap) => {
-        const next = snap.docs
-          .map((entry) => ({ id: entry.id, ...(entry.data() as any) }) as ClothingItem)
-          .filter((item) => isVisibleWardrobeItem(item));
-        setAllItems(next);
+    setAllItems([]);
+    setLoading(true);
+    return listenToItems(
+      uid,
+      (next) => {
+        setAllItems(next as ClothingItem[]);
         setLoading(false);
       },
-      () => setLoading(false)
+      {
+        status: "ALL",
+        sort: "NEWEST",
+        onError: () => setLoading(false),
+      }
     );
   }, [uid]);
 
@@ -84,19 +89,27 @@ export default function LaundryScreen() {
   const canMoveNeedsWash = buckets.needs_wash.length > 0;
   const canMarkLaundryClean = buckets.in_laundry.length > 0;
 
-  async function setItemLaundryStatus(itemId: string, status: LaundryStatus) {
+  const setItemLaundryStatus = useCallback(async (itemId: string, status: LaundryStatus) => {
     if (!uid) return router.replace("/(auth)/login");
     try {
       setSavingStatus(`${itemId}:${status}`);
       await updateLaundryStatus(uid, itemId, status);
+      void runHaptic("light");
+      Toast.laundryUpdated(
+        status === "clean"
+          ? "Piece is clean and ready."
+          : status === "in_laundry"
+            ? "Piece moved to laundry."
+            : "Piece marked needs wash.",
+      );
     } catch (error: any) {
-      Alert.alert("Laundry", error?.message ?? "Could not update that item.");
+      Toast.error("Laundry update failed", error?.message ?? "Could not update that item.");
     } finally {
       setSavingStatus(null);
     }
-  }
+  }, [uid]);
 
-  async function bulkUpdate(from: LaundryTab, to: LaundryStatus) {
+  const bulkUpdate = useCallback(async (from: LaundryTab, to: LaundryStatus) => {
     if (!uid) return router.replace("/(auth)/login");
     const source = buckets[from];
     if (!source.length) return;
@@ -120,14 +133,30 @@ export default function LaundryScreen() {
       await batch.commit();
       if (to === "in_laundry") setTab("in_laundry");
       if (to === "clean") setTab("clean");
+      void runHaptic("light");
+      Toast.laundryUpdated(
+        to === "clean" ? "Batch marked clean." : "Batch moved to laundry.",
+      );
     } catch (error: any) {
-      Alert.alert("Laundry", error?.message ?? "Could not update laundry.");
+      Toast.error("Laundry update failed", error?.message ?? "Could not update laundry.");
     } finally {
       setSavingStatus(null);
     }
-  }
+  }, [buckets, uid]);
 
-  const Header = (
+  const renderLaundryItem = useCallback(
+    ({ item }: { item: ClothingItem }) => (
+      <LaundryRow
+        item={item}
+        disabled={!!savingStatus}
+        activeStatus={normalizeLaundryStatus(item)}
+        onStatus={setItemLaundryStatus}
+      />
+    ),
+    [savingStatus, setItemLaundryStatus],
+  );
+
+  const Header = useMemo(() => (
     <View style={{ gap: 16, paddingBottom: 12 }}>
       <View style={{ minHeight: 44, justifyContent: "center" }}>
         <GlassBackButton onPress={() => router.replace("/(tabs)")} />
@@ -185,7 +214,18 @@ export default function LaundryScreen() {
         </Text>
       </View>
     </View>
-  );
+  ), [
+    buckets,
+    canMarkLaundryClean,
+    canMoveNeedsWash,
+    colors.text,
+    colors.textSecondary,
+    layout.titleScale,
+    listItems.length,
+    savingStatus,
+    tab,
+    bulkUpdate,
+  ]);
 
   if (loading) {
     return (
@@ -209,14 +249,13 @@ export default function LaundryScreen() {
         }}
         ListHeaderComponent={Header}
         ListEmptyComponent={<PremiumEmptyState />}
-        renderItem={({ item }) => (
-          <LaundryRow
-            item={item}
-            disabled={!!savingStatus}
-            activeStatus={normalizeLaundryStatus(item)}
-            onStatus={(status) => setItemLaundryStatus(item.id, status)}
-          />
-        )}
+        renderItem={renderLaundryItem}
+        removeClippedSubviews
+        initialNumToRender={10}
+        maxToRenderPerBatch={8}
+        updateCellsBatchingPeriod={40}
+        windowSize={7}
+        extraData={savingStatus}
       />
     </View>
   );
@@ -266,9 +305,13 @@ function StatusCard(props: {
 }) {
   const { colors } = useAppTheme();
   return (
-    <Pressable
+    <AuraPressable
       onPress={props.onPress}
-      style={({ pressed }) => ({
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.97}
+      pressedOpacity={0.86}
+      style={{
         flex: 1,
         minHeight: 118,
         borderRadius: 18,
@@ -277,8 +320,7 @@ function StatusCard(props: {
         backgroundColor: props.active ? "rgba(237,233,227,0.12)" : "rgba(255,255,255,0.045)",
         borderWidth: 1,
         borderColor: props.active ? "rgba(237,233,227,0.34)" : "rgba(255,255,255,0.08)",
-        opacity: pressed ? 0.84 : 1,
-      })}
+      }}
     >
       <View style={{ width: 30, height: 30, borderRadius: 999, alignItems: "center", justifyContent: "center", backgroundColor: "rgba(237,233,227,0.1)" }}>
         <Ionicons name={props.icon} size={17} color={colors.ctaCream} />
@@ -292,7 +334,7 @@ function StatusCard(props: {
           {props.helper}
         </Text>
       </View>
-    </Pressable>
+    </AuraPressable>
   );
 }
 
@@ -305,10 +347,15 @@ function ActionButton(props: {
 }) {
   const { colors } = useAppTheme();
   return (
-    <Pressable
+    <AuraPressable
       onPress={props.onPress}
       disabled={props.disabled}
-      style={({ pressed }) => ({
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.97}
+      pressedOpacity={0.82}
+      disabledOpacity={0.42}
+      style={{
         flex: 1,
         minHeight: 46,
         borderRadius: 14,
@@ -319,14 +366,13 @@ function ActionButton(props: {
         backgroundColor: props.primary ? colors.ctaCream : "rgba(255,255,255,0.055)",
         borderWidth: props.primary ? 0 : 1,
         borderColor: "rgba(255,255,255,0.1)",
-        opacity: props.disabled ? 0.42 : pressed ? 0.82 : 1,
-      })}
+      }}
     >
       <Ionicons name={props.icon} size={16} color={props.primary ? colors.ctaText : colors.text} />
       <Text style={{ color: props.primary ? colors.ctaText : colors.text, fontSize: 13, fontWeight: "900" }} numberOfLines={1}>
         {props.label}
       </Text>
-    </Pressable>
+    </AuraPressable>
   );
 }
 
@@ -358,7 +404,7 @@ function PremiumEmptyState() {
   );
 }
 
-function LaundryRow({
+const LaundryRow = React.memo(function LaundryRow({
   item,
   activeStatus,
   disabled,
@@ -367,10 +413,10 @@ function LaundryRow({
   item: ClothingItem;
   activeStatus: LaundryStatus;
   disabled?: boolean;
-  onStatus: (status: LaundryStatus) => void;
+  onStatus: (itemId: string, status: LaundryStatus) => void;
 }) {
   const { colors } = useAppTheme();
-  const imageUrl = getItemImageUrl(item, { variant: "thumb" });
+  const imageSource = getBestThumbnailImageSource(item);
   const statusLabel = TABS.find((entry) => entry.key === activeStatus)?.label ?? "Clean";
   return (
     <View
@@ -395,8 +441,8 @@ function LaundryRow({
             justifyContent: "center",
           }}
         >
-          {imageUrl ? (
-            <AppImage source={{ uri: imageUrl }} style={{ width: "100%", height: "100%" }} resizeMode="contain" />
+          {imageSource ? (
+            <AppImage source={imageSource} style={{ width: "100%", height: "100%" }} resizeMode="contain" />
           ) : (
             <Ionicons name="shirt-outline" size={24} color={colors.textSecondary} />
           )}
@@ -415,33 +461,37 @@ function LaundryRow({
         </Pressable>
       </View>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-        <RowAction label="Needs wash" disabled={disabled || activeStatus === "needs_wash"} onPress={() => onStatus("needs_wash")} />
-        <RowAction label="Move to laundry" disabled={disabled || activeStatus === "in_laundry"} onPress={() => onStatus("in_laundry")} />
-        <RowAction label="Mark clean" disabled={disabled || activeStatus === "clean"} primary onPress={() => onStatus("clean")} />
+        <RowAction label="Needs wash" disabled={disabled || activeStatus === "needs_wash"} onPress={() => onStatus(item.id, "needs_wash")} />
+        <RowAction label="Move to laundry" disabled={disabled || activeStatus === "in_laundry"} onPress={() => onStatus(item.id, "in_laundry")} />
+        <RowAction label="Mark clean" disabled={disabled || activeStatus === "clean"} primary onPress={() => onStatus(item.id, "clean")} />
       </View>
     </View>
   );
-}
+});
 
 function RowAction({ label, disabled, primary, onPress }: { label: string; disabled?: boolean; primary?: boolean; onPress: () => void }) {
   const { colors } = useAppTheme();
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
       disabled={disabled}
-      style={({ pressed }) => ({
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.96}
+      pressedOpacity={0.76}
+      disabledOpacity={0.42}
+      style={{
         borderRadius: 999,
         paddingHorizontal: 11,
         paddingVertical: 8,
         backgroundColor: primary ? colors.ctaCream : "rgba(255,255,255,0.055)",
         borderWidth: primary ? 0 : 1,
         borderColor: "rgba(255,255,255,0.1)",
-        opacity: disabled ? 0.42 : pressed ? 0.76 : 1,
-      })}
+      }}
     >
       <Text style={{ color: primary ? colors.ctaText : colors.text, fontSize: 12, fontWeight: "900" }}>
         {label}
       </Text>
-    </Pressable>
+    </AuraPressable>
   );
 }
diff --git a/app/(tabs)/profile.tsx b/app/(tabs)/profile.tsx
index 3c5474d..44a36d6 100644
--- a/app/(tabs)/profile.tsx
+++ b/app/(tabs)/profile.tsx
@@ -5,6 +5,7 @@ import React, { useEffect, useMemo, useState } from "react";
 import { ActivityIndicator, Image, Pressable, ScrollView, Text, View } from "react-native";
 
 import { SafeScreen } from "@/src/components/SafeScreen";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
 import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -180,8 +181,12 @@ function isUnworn(item: ClosetItem) {
 function StatCard({ label, value, onPress }: StatCardProps) {
   const { colors } = useAppTheme();
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.97}
+      pressedOpacity={0.88}
       style={{
         flex: 1,
         minWidth: 72,
@@ -196,15 +201,19 @@ function StatCard({ label, value, onPress }: StatCardProps) {
     >
       <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>{value}</Text>
       <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", lineHeight: 15 }}>{label}</Text>
-    </Pressable>
+    </AuraPressable>
   );
 }
 
 function QuickAction({ icon, label, onPress }: QuickActionProps) {
   const { colors } = useAppTheme();
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.97}
+      pressedOpacity={0.88}
       style={{
         minHeight: 46,
         borderRadius: 999,
@@ -220,7 +229,7 @@ function QuickAction({ icon, label, onPress }: QuickActionProps) {
     >
       <Ionicons name={icon} size={18} color={colors.iridescentStart} />
       <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>{label}</Text>
-    </Pressable>
+    </AuraPressable>
   );
 }
 
@@ -257,7 +266,7 @@ export default function ProfileScreen() {
     return [
       { label: "Closet items", value: itemsLoading ? "—" : String(items.length), onPress: () => router.push("/(tabs)/closet") },
       { label: "Saved looks", value: looksLoading || likedLooksLoading ? "—" : String(savedLookCount), onPress: () => router.push("/profile/my-looks") },
-      { label: "Unworn", value: itemsLoading ? "—" : String(items.filter(isUnworn).length), onPress: () => router.push("/insights/unworn") },
+      { label: "Unworn", value: itemsLoading ? "—" : String(items.filter(isUnworn).length), onPress: () => router.push("/(tabs)/closet") },
       {
         label: "Favourites",
         value: looksLoading ? "—" : String(favouriteLooks.length),
@@ -326,6 +335,7 @@ export default function ProfileScreen() {
       setItemsLoading(false);
       return;
     }
+    setItems([]);
     setItemsLoading(true);
     return listenToItems(user.uid, (nextItems) => {
       setItems(nextItems);
@@ -458,7 +468,7 @@ export default function ProfileScreen() {
                 contentContainerStyle={{ gap: 10, paddingRight: 2 }}
               >
                 <QuickAction icon="add" label="Add item" onPress={() => router.push("/(tabs)/add")} />
-                <QuickAction icon="sparkles-outline" label="Build outfit" onPress={() => router.push("/studio")} />
+                <QuickAction icon="sparkles-outline" label="Build outfit" onPress={() => router.push("/(tabs)/studio")} />
                 <QuickAction icon="chatbubble-ellipses-outline" label="Ask AURA" onPress={() => router.push("/(tabs)/ai")} />
                 <QuickAction icon="calendar-outline" label="Plan week" onPress={() => router.push("/(tabs)/calendar")} />
               </ScrollView>
diff --git a/app/(tabs)/studio.tsx b/app/(tabs)/studio.tsx
index 25d359d..9f6ab3a 100644
--- a/app/(tabs)/studio.tsx
+++ b/app/(tabs)/studio.tsx
@@ -5,6 +5,7 @@ import React, { useMemo, useState } from "react";
 import {
   ActivityIndicator,
   Alert,
+  FlatList,
   Pressable,
   ScrollView,
   Text,
@@ -23,6 +24,7 @@ import {
   type BoardPiece,
 } from "@/src/lib/auraLookLayouts";
 import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
+import { getItemImageUrl } from "@/src/lib/itemImage";
 import { listenToItems, toCanonicalCategory } from "@/src/lib/items";
 import { Toast } from "@/src/lib/toast";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -105,15 +107,7 @@ function categoryLabel(category: StudioCategory) {
 }
 
 function imageUrlForItem(item: ClothingItem) {
-  return (
-    item.photos?.normalizedUrl ??
-    item.cleanedImageUrl ??
-    item.photos?.cleanedUrl ??
-    item.photos?.cleanedPhotoUrl ??
-    item.originalImageUrl ??
-    item.photoUrl ??
-    null
-  );
+  return getItemImageUrl(item, { variant: "thumb" });
 }
 
 function buildManualLook(selection: ClothingItem[]): AuraLook {
@@ -207,6 +201,65 @@ function buildStudioBoardPieces(selection: ClothingItem[]): BoardPiece[] {
   });
 }
 
+const StudioPickerItem = React.memo(function StudioPickerItem({
+  item,
+  selected,
+  cardWidth,
+  gridGap,
+  index,
+  onToggleItem,
+}: {
+  item: ClothingItem;
+  selected: boolean;
+  cardWidth: number;
+  gridGap: number;
+  index: number;
+  onToggleItem: (item: ClothingItem) => void;
+}) {
+  return (
+    <View style={{ width: cardWidth, marginBottom: gridGap }}>
+      <ClosetItemCard
+        item={item}
+        width={cardWidth}
+        selected={false}
+        animateIndex={index}
+        onPressItem={onToggleItem}
+      />
+      {selected ? (
+        <View
+          pointerEvents="none"
+          style={{
+            position: "absolute",
+            top: 0,
+            left: 0,
+            right: 0,
+            bottom: 0,
+            borderRadius: 20,
+            borderWidth: 1.5,
+            borderColor: IRIDESCENT_PURPLE,
+          }}
+        >
+          <View
+            style={{
+              position: "absolute",
+              top: 6,
+              right: 6,
+              width: 22,
+              height: 22,
+              borderRadius: 11,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: IRIDESCENT_PURPLE,
+            }}
+          >
+            <Ionicons name="checkmark" size={15} color="#FFFFFF" />
+          </View>
+        </View>
+      ) : null}
+    </View>
+  );
+});
+
 export default function StudioScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -221,9 +274,13 @@ export default function StudioScreen() {
 
   React.useEffect(() => {
     if (!uid) {
+      setItems([]);
+      setLoading(false);
       router.replace("/(auth)/welcome");
       return;
     }
+    setItems([]);
+    setLoading(true);
     const unsub = listenToItems(
       uid,
       (next) => {
@@ -289,10 +346,10 @@ export default function StudioScreen() {
   const availableWidth = layout.width - layout.horizontalPadding * 2;
   const columns = layout.screenSize === "large" ? 4 : 2;
   const cardWidth = Math.floor((availableWidth - gridGap * (columns - 1)) / columns);
-  const todayKey = toDayKey(new Date());
+  const todayKey = useMemo(() => toDayKey(new Date()), []);
   void resolvedStudioLayout;
 
-  function toggleItem(item: ClothingItem) {
+  const toggleItem = React.useCallback((item: ClothingItem) => {
     void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
     const category = categoryForItem(item);
     const isSelected = selectedIds.has(item.id);
@@ -326,9 +383,9 @@ export default function StudioScreen() {
     }
 
     setSelection((prev) => [...prev, item]);
-  }
+  }, [hasOnePieceSelected, selectedCounts, selectedIds, selection.length]);
 
-  async function handleSaveLook() {
+  const handleSaveLook = React.useCallback(async () => {
     if (!uid || !hasSelection || saving) return;
     setSaving(true);
     try {
@@ -339,9 +396,9 @@ export default function StudioScreen() {
     } finally {
       setSaving(false);
     }
-  }
+  }, [hasSelection, look, saving, uid]);
 
-  async function handlePlanLook() {
+  const handlePlanLook = React.useCallback(async () => {
     if (!uid || !hasSelection || saving) return;
     setSaving(true);
     try {
@@ -352,9 +409,9 @@ export default function StudioScreen() {
     } finally {
       setSaving(false);
     }
-  }
+  }, [hasSelection, look, saving, todayKey, uid]);
 
-  function handleAskAura() {
+  const handleAskAura = React.useCallback(() => {
     if (!hasSelection) return;
     router.push({
       pathname: "/(tabs)/ai",
@@ -363,13 +420,27 @@ export default function StudioScreen() {
         promptKey: `studio-${Date.now()}`,
       },
     });
-  }
+  }, [hasSelection, selection]);
 
-  function clearSelection() {
+  const clearSelection = React.useCallback(() => {
     if (!selection.length) return;
     void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
     setSelection([]);
-  }
+  }, [selection.length]);
+
+  const renderStudioItem = React.useCallback(
+    ({ item, index }: { item: ClothingItem; index: number }) => (
+      <StudioPickerItem
+        item={item}
+        selected={selectedIds.has(item.id)}
+        cardWidth={cardWidth}
+        gridGap={gridGap}
+        index={index}
+        onToggleItem={toggleItem}
+      />
+    ),
+    [cardWidth, gridGap, selectedIds, toggleItem],
+  );
 
   if (loading) {
     return (
@@ -382,258 +453,224 @@ export default function StudioScreen() {
 
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
-      <ScrollView
-        showsVerticalScrollIndicator={false}
-        contentContainerStyle={{
-          paddingTop: Math.max(insets.top + 10, layout.topContentInset),
-          paddingHorizontal: layout.horizontalPadding,
-          paddingBottom: layout.bottomDockPadding + 112,
-          gap: 18,
-        }}
-      >
-        <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
-          <View style={{ flex: 1, gap: 4 }}>
-            <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
-              AURA STUDIO
-            </Text>
-            <Text style={{ color: colors.text, fontSize: 28, lineHeight: 34, fontWeight: "900" }}>
-              Build Outfit
-            </Text>
-          </View>
-          <Pressable
-            onPress={() => router.back()}
-            style={({ pressed }) => ({
-              width: 42,
-              height: 42,
-              borderRadius: 21,
-              alignItems: "center",
-              justifyContent: "center",
-              backgroundColor: colors.surface2,
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
-              opacity: pressed ? 0.78 : 1,
-            })}
-          >
-            <Ionicons name="close" size={20} color={colors.text} />
-          </Pressable>
-        </View>
-
-        <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
-          <View
-            style={{
-              borderRadius: layout.pillRadius,
-              paddingHorizontal: 12,
-              paddingVertical: 7,
-              backgroundColor: "rgba(192,132,252,0.15)",
-              borderWidth: 0.5,
-              borderColor: IRIDESCENT_PURPLE,
-            }}
-          >
-            <Text style={{ color: IRIDESCENT_PURPLE, fontSize: 12, fontWeight: "900" }}>
-              {selection.length} item{selection.length === 1 ? "" : "s"} selected
-            </Text>
-          </View>
-          {hasSelection ? (
-            <Pressable
-              onPress={clearSelection}
-              hitSlop={10}
-              style={({ pressed }) => ({ opacity: pressed ? 0.6 : 1 })}
-            >
-              <Text style={{ color: "rgba(255,255,255,0.4)", fontSize: 12, fontWeight: "800" }}>
-                Clear all
-              </Text>
-            </Pressable>
-          ) : null}
-        </View>
-
-        <AuraLookCard
-          look={look}
-          itemsById={itemsById}
-          viewportWidth={layout.width - layout.horizontalPadding * 2}
-          boardVariant="studio"
-          onPressSave={handleSaveLook}
-          onPressPlan={handlePlanLook}
-          hideActions={!hasSelection}
-        />
-
-        <View style={{ flexDirection: "row", gap: 10 }}>
-          <Pressable
-            disabled={!hasSelection || saving}
-            onPress={handleAskAura}
-            style={({ pressed }) => ({
-              flex: 1,
-              borderRadius: layout.mediumRadius,
-              paddingVertical: 13,
-              paddingHorizontal: 12,
-              alignItems: "center",
-              backgroundColor: hasSelection ? colors.iridescentStart : colors.surface2,
-              opacity: !hasSelection || saving ? 0.48 : pressed ? 0.84 : 1,
-            })}
-          >
-            <Text
-              numberOfLines={2}
-              style={{
-                color: hasSelection ? colors.background : colors.textSecondary,
-                fontSize: 13,
-                fontWeight: "900",
-                textAlign: "center",
-              }}
-            >
-              Ask AURA to improve this
-            </Text>
-          </Pressable>
-          <Pressable
-            disabled={!hasSelection || saving}
-            onPress={handlePlanLook}
-            style={({ pressed }) => ({
-              flex: 1,
-              borderRadius: layout.mediumRadius,
-              paddingVertical: 13,
-              paddingHorizontal: 12,
-              alignItems: "center",
-              backgroundColor: colors.surface2,
-              borderWidth: 1,
-              borderColor: hasSelection ? colors.iridescentStart : "rgba(255,255,255,0.06)",
-              opacity: !hasSelection || saving ? 0.48 : pressed ? 0.82 : 1,
-            })}
-          >
-            <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "900", textAlign: "center" }}>
-              Plan this outfit
-            </Text>
-          </Pressable>
-        </View>
-
-        <View style={{ gap: 12 }}>
-          <View style={{ gap: 10 }}>
-            <ScrollView
-              horizontal
-              showsHorizontalScrollIndicator={false}
-              contentContainerStyle={{ gap: 8, paddingRight: 8 }}
-            >
-              {FILTERS.map((filter) => {
-                const active = activeFilter === filter.key;
-                return (
-                  <Pressable
-                    key={filter.key}
-                    onPress={() => setActiveFilter(filter.key)}
-                    style={({ pressed }) => ({
-                      borderRadius: layout.pillRadius,
-                      paddingHorizontal: 13,
-                      paddingVertical: 9,
-                      backgroundColor: active ? IRIDESCENT_PURPLE : "rgba(255,255,255,0.06)",
-                      opacity: pressed ? 0.82 : 1,
-                    })}
-                  >
-                    <Text
-                      style={{
-                        color: active ? "#000000" : "rgba(255,255,255,0.5)",
-                        fontSize: 12.5,
-                        fontWeight: "900",
-                      }}
-                    >
-                      {filter.label}
-                    </Text>
-                  </Pressable>
-                );
-              })}
-            </ScrollView>
-          </View>
+      <FlatList
+        data={filteredItems}
+        key={`studio-grid-${columns}`}
+        keyExtractor={(item) => item.id}
+        renderItem={renderStudioItem}
+        numColumns={columns}
+        columnWrapperStyle={columns > 1 ? { gap: gridGap } : undefined}
+        ListHeaderComponent={
+          <View style={{ gap: 18, marginBottom: 12 }}>
+            <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+              <View style={{ flex: 1, gap: 4 }}>
+                <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
+                  AURA STUDIO
+                </Text>
+                <Text style={{ color: colors.text, fontSize: 28, lineHeight: 34, fontWeight: "900" }}>
+                  Build Outfit
+                </Text>
+              </View>
+              <Pressable
+                onPress={() => router.back()}
+                style={({ pressed }) => ({
+                  width: 42,
+                  height: 42,
+                  borderRadius: 21,
+                  alignItems: "center",
+                  justifyContent: "center",
+                  backgroundColor: colors.surface2,
+                  borderWidth: 1,
+                  borderColor: "rgba(255,255,255,0.08)",
+                  opacity: pressed ? 0.78 : 1,
+                })}
+              >
+                <Ionicons name="close" size={20} color={colors.text} />
+              </Pressable>
+            </View>
 
-          <View style={{ flexDirection: "row", alignItems: "flex-end", justifyContent: "space-between", gap: 12 }}>
-            <View style={{ flex: 1, gap: 3 }}>
-              <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
-                Choose wardrobe items
-              </Text>
-              <Text style={{ color: colors.textSecondary, fontSize: 12.5 }}>
-                {filteredItems.length ? `${filteredItems.length} closet items` : "No matching items yet"}
-              </Text>
+            <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
+              <View
+                style={{
+                  borderRadius: layout.pillRadius,
+                  paddingHorizontal: 12,
+                  paddingVertical: 7,
+                  backgroundColor: "rgba(192,132,252,0.15)",
+                  borderWidth: 0.5,
+                  borderColor: IRIDESCENT_PURPLE,
+                }}
+              >
+                <Text style={{ color: IRIDESCENT_PURPLE, fontSize: 12, fontWeight: "900" }}>
+                  {selection.length} item{selection.length === 1 ? "" : "s"} selected
+                </Text>
+              </View>
+              {hasSelection ? (
+                <Pressable
+                  onPress={clearSelection}
+                  hitSlop={10}
+                  style={({ pressed }) => ({ opacity: pressed ? 0.6 : 1 })}
+                >
+                  <Text style={{ color: "rgba(255,255,255,0.4)", fontSize: 12, fontWeight: "800" }}>
+                    Clear all
+                  </Text>
+                </Pressable>
+              ) : null}
             </View>
-            {hasSelection ? (
+
+            <AuraLookCard
+              look={look}
+              itemsById={itemsById}
+              viewportWidth={layout.width - layout.horizontalPadding * 2}
+              boardVariant="studio"
+              onPressSave={handleSaveLook}
+              onPressPlan={handlePlanLook}
+              hideActions={!hasSelection}
+            />
+
+            <View style={{ flexDirection: "row", gap: 10 }}>
               <Pressable
-                onPress={handleSaveLook}
-                disabled={saving}
+                disabled={!hasSelection || saving}
+                onPress={handleAskAura}
                 style={({ pressed }) => ({
-                  borderRadius: layout.pillRadius,
+                  flex: 1,
+                  borderRadius: layout.mediumRadius,
+                  paddingVertical: 13,
+                  paddingHorizontal: 12,
+                  alignItems: "center",
+                  backgroundColor: hasSelection ? colors.iridescentStart : colors.surface2,
+                  opacity: !hasSelection || saving ? 0.48 : pressed ? 0.84 : 1,
+                })}
+              >
+                <Text
+                  numberOfLines={2}
+                  style={{
+                    color: hasSelection ? colors.background : colors.textSecondary,
+                    fontSize: 13,
+                    fontWeight: "900",
+                    textAlign: "center",
+                  }}
+                >
+                  Ask AURA to improve this
+                </Text>
+              </Pressable>
+              <Pressable
+                disabled={!hasSelection || saving}
+                onPress={handlePlanLook}
+                style={({ pressed }) => ({
+                  flex: 1,
+                  borderRadius: layout.mediumRadius,
+                  paddingVertical: 13,
                   paddingHorizontal: 12,
-                  paddingVertical: 9,
+                  alignItems: "center",
                   backgroundColor: colors.surface2,
                   borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.08)",
-                  opacity: saving ? 0.5 : pressed ? 0.82 : 1,
+                  borderColor: hasSelection ? colors.iridescentStart : "rgba(255,255,255,0.06)",
+                  opacity: !hasSelection || saving ? 0.48 : pressed ? 0.82 : 1,
                 })}
               >
-                <Text style={{ color: colors.text, fontSize: 12, fontWeight: "900" }}>Save as look</Text>
+                <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "900", textAlign: "center" }}>
+                  Plan this outfit
+                </Text>
               </Pressable>
-            ) : null}
-          </View>
+            </View>
 
-          {filteredItems.length ? (
-            <View style={{ flexDirection: "row", flexWrap: "wrap", gap: gridGap }}>
-              {filteredItems.map((item, index) => {
-                const selected = selectedIds.has(item.id);
-                return (
-                  <View key={item.id} style={{ width: cardWidth }}>
-                    <ClosetItemCard
-                      item={item}
-                      width={cardWidth}
-                      selected={false}
-                      animateIndex={index}
-                      onPress={() => toggleItem(item)}
-                    />
-                    {selected ? (
-                      <View
-                        pointerEvents="none"
-                        style={{
-                          position: "absolute",
-                          top: 0,
-                          left: 0,
-                          right: 0,
-                          bottom: 0,
-                          borderRadius: 20,
-                          borderWidth: 1.5,
-                          borderColor: IRIDESCENT_PURPLE,
-                        }}
+            <View style={{ gap: 12 }}>
+              <View style={{ gap: 10 }}>
+                <ScrollView
+                  horizontal
+                  showsHorizontalScrollIndicator={false}
+                  contentContainerStyle={{ gap: 8, paddingRight: 8 }}
+                >
+                  {FILTERS.map((filter) => {
+                    const active = activeFilter === filter.key;
+                    return (
+                      <Pressable
+                        key={filter.key}
+                        onPress={() => setActiveFilter(filter.key)}
+                        style={({ pressed }) => ({
+                          borderRadius: layout.pillRadius,
+                          paddingHorizontal: 13,
+                          paddingVertical: 9,
+                          backgroundColor: active ? IRIDESCENT_PURPLE : "rgba(255,255,255,0.06)",
+                          opacity: pressed ? 0.82 : 1,
+                        })}
                       >
-                        <View
+                        <Text
                           style={{
-                            position: "absolute",
-                            top: 6,
-                            right: 6,
-                            width: 22,
-                            height: 22,
-                            borderRadius: 11,
-                            alignItems: "center",
-                            justifyContent: "center",
-                            backgroundColor: IRIDESCENT_PURPLE,
+                            color: active ? "#000000" : "rgba(255,255,255,0.5)",
+                            fontSize: 12.5,
+                            fontWeight: "900",
                           }}
                         >
-                          <Ionicons name="checkmark" size={15} color="#FFFFFF" />
-                        </View>
-                      </View>
-                    ) : null}
-                  </View>
-                );
-              })}
-            </View>
-          ) : (
-            <View
-              style={{
-                borderRadius: layout.mediumRadius,
-                padding: layout.cardPadding,
-                backgroundColor: colors.surface2,
-                borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.07)",
-                gap: 6,
-              }}
-            >
-              <Text style={{ color: colors.text, fontSize: 16, fontWeight: "900" }}>Nothing here yet</Text>
-              <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
-                Add or recategorize closet items to make them available for this role.
-              </Text>
+                          {filter.label}
+                        </Text>
+                      </Pressable>
+                    );
+                  })}
+                </ScrollView>
+              </View>
+
+              <View style={{ flexDirection: "row", alignItems: "flex-end", justifyContent: "space-between", gap: 12 }}>
+                <View style={{ flex: 1, gap: 3 }}>
+                  <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+                    Choose wardrobe items
+                  </Text>
+                  <Text style={{ color: colors.textSecondary, fontSize: 12.5 }}>
+                    {filteredItems.length ? `${filteredItems.length} closet items` : "No matching items yet"}
+                  </Text>
+                </View>
+                {hasSelection ? (
+                  <Pressable
+                    onPress={handleSaveLook}
+                    disabled={saving}
+                    style={({ pressed }) => ({
+                      borderRadius: layout.pillRadius,
+                      paddingHorizontal: 12,
+                      paddingVertical: 9,
+                      backgroundColor: colors.surface2,
+                      borderWidth: 1,
+                      borderColor: "rgba(255,255,255,0.08)",
+                      opacity: saving ? 0.5 : pressed ? 0.82 : 1,
+                    })}
+                  >
+                    <Text style={{ color: colors.text, fontSize: 12, fontWeight: "900" }}>Save as look</Text>
+                  </Pressable>
+                ) : null}
+              </View>
             </View>
-          )}
-        </View>
-      </ScrollView>
+          </View>
+        }
+        ListEmptyComponent={
+          <View
+            style={{
+              borderRadius: layout.mediumRadius,
+              padding: layout.cardPadding,
+              backgroundColor: colors.surface2,
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.07)",
+              gap: 6,
+            }}
+          >
+            <Text style={{ color: colors.text, fontSize: 16, fontWeight: "900" }}>Nothing here yet</Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
+              Add or recategorize closet items to make them available for this role.
+            </Text>
+          </View>
+        }
+        showsVerticalScrollIndicator={false}
+        keyboardShouldPersistTaps="handled"
+        removeClippedSubviews
+        initialNumToRender={8}
+        maxToRenderPerBatch={8}
+        updateCellsBatchingPeriod={40}
+        windowSize={7}
+        extraData={selectedIds}
+        contentContainerStyle={{
+          paddingTop: Math.max(insets.top + 10, layout.topContentInset),
+          paddingHorizontal: layout.horizontalPadding,
+          paddingBottom: layout.bottomDockPadding + 112,
+        }}
+      />
     </View>
   );
 }
diff --git a/src/components/closet/ClosetCategorySection.tsx b/src/components/closet/ClosetCategorySection.tsx
index 321075e..8fee7e0 100644
--- a/src/components/closet/ClosetCategorySection.tsx
+++ b/src/components/closet/ClosetCategorySection.tsx
@@ -46,7 +46,7 @@ export function ClosetCategorySection({
         }}
       >
         <View style={{ flexDirection: "row", alignItems: "center", gap: 9, flex: 1 }}>
-          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: -0.2 }}>
+          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: 0 }}>
             {title}
           </Text>
           <View
diff --git a/src/components/closet/ClosetControlsRow.tsx b/src/components/closet/ClosetControlsRow.tsx
index 84f3b22..ca4b582 100644
--- a/src/components/closet/ClosetControlsRow.tsx
+++ b/src/components/closet/ClosetControlsRow.tsx
@@ -1,7 +1,8 @@
 import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Pressable, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -19,8 +20,12 @@ export function ClosetControlsRow({
 
   return (
     <View style={{ flexDirection: "row", gap: 11 }}>
-      <Pressable
+      <AuraPressable
         onPress={onOpenFilters}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.97}
+        pressedOpacity={0.88}
         style={{
           flexDirection: "row",
           alignItems: "center",
@@ -35,7 +40,7 @@ export function ClosetControlsRow({
       >
         <Ionicons name="options-outline" size={16} color={colors.text} />
         <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>Filters</Text>
-      </Pressable>
+      </AuraPressable>
 
       <View
         style={{
diff --git a/src/components/closet/ClosetFilterSheet.tsx b/src/components/closet/ClosetFilterSheet.tsx
index 582c320..b2cb147 100644
--- a/src/components/closet/ClosetFilterSheet.tsx
+++ b/src/components/closet/ClosetFilterSheet.tsx
@@ -58,9 +58,9 @@ export function ClosetFilterSheet({
   categoryFilter: string;
   brandFilter: string;
   colorFilter: string;
-  sortOptions: Array<{ key: string; label: string }>;
-  statusOptions: Array<{ key: string; label: string }>;
-  categoryOptions: Array<{ key: string; label: string }>;
+  sortOptions: { key: string; label: string }[];
+  statusOptions: { key: string; label: string }[];
+  categoryOptions: { key: string; label: string }[];
   brandOptions: string[];
   colorOptions: string[];
   onChangeSort: (value: any) => void;
diff --git a/src/components/closet/ClosetHeader.tsx b/src/components/closet/ClosetHeader.tsx
index cebc4ab..890ab69 100644
--- a/src/components/closet/ClosetHeader.tsx
+++ b/src/components/closet/ClosetHeader.tsx
@@ -19,7 +19,7 @@ export function ClosetHeader({
   return (
     <View style={{ gap: 8 }}>
       <View style={{ gap: 7 }}>
-        <Text style={{ color: colors.text, fontSize: 28 * layout.titleScale, fontWeight: "900", letterSpacing: -0.5 }}>
+        <Text style={{ color: colors.text, fontSize: 28 * layout.titleScale, fontWeight: "900", letterSpacing: 0 }}>
           Closet
         </Text>
         <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
diff --git a/src/components/closet/ClosetItemCard.tsx b/src/components/closet/ClosetItemCard.tsx
index 7596909..766078e 100644
--- a/src/components/closet/ClosetItemCard.tsx
+++ b/src/components/closet/ClosetItemCard.tsx
@@ -1,6 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import AppImage from "@/src/components/common/AppImage";
-import React, { useEffect } from "react";
+import React, { memo, useCallback, useEffect, useMemo } from "react";
 import { Text, View } from "react-native";
 import Animated, {
   Easing,
@@ -14,7 +14,7 @@ import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
+import { getBestThumbnailImageSource, getItemImagePresentation } from "@/src/lib/itemImage";
 import { LAUNDRY_STATUS_LABELS, normalizeLaundryStatus } from "@/src/lib/items";
 import type { ClosetItem } from "@/src/lib/items";
 import { sanitizeDisplayText } from "@/src/lib/text";
@@ -28,32 +28,54 @@ function titleFor(item: ClosetItem) {
   );
 }
 
-export function ClosetItemCard({
+type ClosetItemCardProps = {
+  item: ClosetItem;
+  onPress?: () => void;
+  onPressItem?: (item: ClosetItem) => void;
+  onLongPress?: () => void;
+  onLongPressItem?: (item: ClosetItem) => void;
+  selected?: boolean;
+  width?: number;
+  animateIndex?: number;
+};
+
+function ClosetItemCardComponent({
   item,
   onPress,
+  onPressItem,
   onLongPress,
+  onLongPressItem,
   selected = false,
   width,
   animateIndex = 0,
-}: {
-  item: ClosetItem;
-  onPress: () => void;
-  onLongPress?: () => void;
-  selected?: boolean;
-  width?: number;
-  animateIndex?: number;
-}) {
+}: ClosetItemCardProps) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const reduceMotion = useReduceMotion();
-  const imageUrl = getItemImageUrl(item, { variant: "thumb" });
-  const imagePresentation = getItemImagePresentation(item, { surface: "closet_card" });
-  const laundryStatus = normalizeLaundryStatus(item);
+  const imageSource = useMemo(() => getBestThumbnailImageSource(item), [item]);
+  const imagePresentation = useMemo(() => getItemImagePresentation(item, { surface: "closet_card" }), [item]);
+  const laundryStatus = useMemo(() => normalizeLaundryStatus(item), [item]);
+  const title = useMemo(() => titleFor(item), [item]);
   const cardWidth = width ?? (layout.screenSize === "compact" ? 132 : 144);
   const imageHeight = width ? cardWidth * 1.2 : layout.screenSize === "compact" ? 150 : 160;
-  const textBlockHeight = 70;
+  const textBlockHeight = 74;
+  const imageSurfaceColor = selected ? "#F8F5EE" : colors.outfitBoardBackground;
   const opacity = useSharedValue(reduceMotion ? 1 : 0);
   const translateY = useSharedValue(reduceMotion ? 0 : 6);
+  const handlePress = useCallback(() => {
+    if (onPressItem) {
+      onPressItem(item);
+      return;
+    }
+    onPress?.();
+  }, [item, onPress, onPressItem]);
+  const handleLongPress = useCallback(() => {
+    if (onLongPressItem) {
+      onLongPressItem(item);
+      return;
+    }
+    onLongPress?.();
+  }, [item, onLongPress, onLongPressItem]);
 
   useEffect(() => {
     if (reduceMotion) {
@@ -80,41 +102,46 @@ export function ClosetItemCard({
   return (
     <Animated.View style={entryStyle}>
       <AuraPressable
-        onPress={onPress}
-        onLongPress={onLongPress}
-        haptic={onLongPress ? "selection" : undefined}
-        hapticTrigger="longPress"
+        onPress={handlePress}
+        onLongPress={onLongPress || onLongPressItem ? handleLongPress : undefined}
+        haptic="light"
+        hapticTrigger="press"
         pressedScale={0.985}
         pressedOpacity={0.94}
         delayLongPress={180}
         style={{
           width: cardWidth,
-          borderRadius: 20,
-          backgroundColor: colors.surface2,
+          borderRadius: 22,
+          backgroundColor: colors.surface,
           borderWidth: selected ? 1.5 : 1,
-          borderColor: selected ? colors.iridescentStart : "rgba(243,223,195,0.1)",
+          borderColor: selected ? colors.lightPurple : colors.border,
           overflow: "hidden",
           shadowColor: colors.shadow,
-          shadowOpacity: 0.18,
-          shadowRadius: 18,
-          shadowOffset: { width: 0, height: 10 },
-          elevation: 6,
+          shadowOpacity: selected ? 0.2 : 0.12,
+          shadowRadius: selected ? 18 : 12,
+          shadowOffset: { width: 0, height: selected ? 10 : 6 },
+          elevation: selected ? 5 : 2,
         }}
       >
       <View
         style={{
           aspectRatio: width ? 1 / 1.2 : imagePresentation.containerAspectRatio,
           minHeight: imageHeight,
-          backgroundColor: "transparent",
+          backgroundColor: imageSurfaceColor,
           alignItems: "center",
           justifyContent: "center",
           overflow: "hidden",
-          paddingHorizontal: 12,
-          paddingTop: 12,
-          paddingBottom: 10,
+          paddingHorizontal: 14,
+          paddingTop: 14,
+          paddingBottom: 12,
+          margin: 8,
+          marginBottom: 0,
+          borderRadius: 18,
+          borderWidth: 1,
+          borderColor: selected ? "rgba(124,92,255,0.16)" : "rgba(10,10,15,0.06)",
         }}
       >
-        {imageUrl ? (
+        {imageSource ? (
           <View
             style={{
               width: "100%",
@@ -125,9 +152,7 @@ export function ClosetItemCard({
             }}
           >
             <AppImage
-              source={{
-                uri: imageUrl,
-              }}
+              source={imageSource}
               style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
               resizeMode="contain"
             />
@@ -138,18 +163,18 @@ export function ClosetItemCard({
               width: "82%",
               height: "82%",
               borderRadius: 16,
-              backgroundColor: "rgba(255,255,255,0.03)",
+              backgroundColor: "rgba(10,10,15,0.04)",
               alignItems: "center",
               justifyContent: "center",
               gap: 6,
               paddingHorizontal: 12,
             }}
           >
-            <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
+            <Text style={{ color: colors.textMuted, fontSize: 12, fontWeight: "800" }}>
               No image yet
             </Text>
             <Text
-              style={{ color: colors.textSecondary, fontSize: 11, textAlign: "center" }}
+              style={{ color: colors.textMuted, fontSize: 11, textAlign: "center" }}
               numberOfLines={2}
               ellipsizeMode="tail"
             >
@@ -163,9 +188,9 @@ export function ClosetItemCard({
         style={{
           gap: 3,
           minHeight: textBlockHeight,
-          paddingHorizontal: 9,
-          paddingTop: 7,
-          paddingBottom: 10,
+          paddingHorizontal: 12,
+          paddingTop: 9,
+          paddingBottom: 12,
         }}
       >
         <Text
@@ -173,7 +198,7 @@ export function ClosetItemCard({
           numberOfLines={width ? 2 : 1}
           ellipsizeMode="tail"
         >
-          {titleFor(item)}
+          {title}
         </Text>
         <Text
           style={{ color: colors.textSecondary, opacity: 0.6, fontSize: 10.5, lineHeight: 16, fontWeight: "700", letterSpacing: 0.2 }}
@@ -204,7 +229,7 @@ export function ClosetItemCard({
             borderRadius: 999,
             alignItems: "center",
             justifyContent: "center",
-            backgroundColor: "rgba(243,223,195,0.18)",
+            backgroundColor: colors.ctaCream,
             shadowColor: "#000",
             shadowOpacity: 0.18,
             shadowRadius: 8,
@@ -212,10 +237,23 @@ export function ClosetItemCard({
             elevation: 5,
           }}
         >
-          <Ionicons name="checkmark" size={14} color={colors.text} />
+          <Ionicons name="checkmark" size={14} color={colors.ctaText} />
         </View>
       ) : null}
       </AuraPressable>
     </Animated.View>
   );
 }
+
+export const ClosetItemCard = memo(
+  ClosetItemCardComponent,
+  (prev, next) =>
+    prev.item === next.item &&
+    prev.selected === next.selected &&
+    prev.width === next.width &&
+    prev.animateIndex === next.animateIndex &&
+    prev.onPress === next.onPress &&
+    prev.onPressItem === next.onPressItem &&
+    prev.onLongPress === next.onLongPress &&
+    prev.onLongPressItem === next.onLongPressItem,
+);
diff --git a/src/profile/screens.tsx b/src/profile/screens.tsx
index 5787ef4..63fa5e5 100644
--- a/src/profile/screens.tsx
+++ b/src/profile/screens.tsx
@@ -21,6 +21,7 @@ import {
 
 import { Pill } from "@/src/addItem/ui/Pill";
 import { SafeScreen } from "@/src/components/SafeScreen";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { auth, db, storage } from "@/src/lib/firebase";
@@ -28,6 +29,7 @@ import { signOutGoogle } from "@/src/auth/googleAuth";
 import { Storage } from "@/src/lib/storage";
 import { clearAssistantMemory, buildCompactMemorySummary, loadAssistantProfile, loadBehaviorProfile } from "@/src/lib/assistantMemory";
 import { loadStyleProfile, loadLearnedStyleMemory, saveLearnedStyleMemory, saveStyleProfile } from "@/src/lib/auraMemory";
+import { getCachedProfilePreferences, setCachedProfilePreferences } from "@/src/lib/localCache";
 import {
   EMPTY_USER_ACCOUNT_PROFILE,
   EMPTY_USER_PROFILE_PREFERENCES,
@@ -135,7 +137,14 @@ export function useProfilePreferencesState() {
       setLoading(false);
       return;
     }
+    setProfile(EMPTY_USER_PROFILE_PREFERENCES);
     setLoading(true);
+    void getCachedProfilePreferences(user.uid).then((cached) => {
+      if (!cancelled && cached?.data) {
+        setProfile(cached.data);
+        setLoading(false);
+      }
+    });
     void loadUserProfilePreferences(user.uid)
       .then((nextProfile) => {
         if (!cancelled) setProfile(nextProfile);
@@ -162,6 +171,7 @@ export function useProfilePreferencesState() {
     try {
       setSaving(true);
       await saveUserProfilePreferences(user.uid, profile);
+      void setCachedProfilePreferences(user.uid, profile);
       Alert.alert("Saved", "Profile updated.");
     } catch (error: any) {
       Alert.alert("Save failed", error?.message ?? "Unable to save profile.");
@@ -295,8 +305,12 @@ export function ProfileHubRow({
 }) {
   const { colors } = useAppTheme();
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.985}
+      pressedOpacity={0.88}
       style={{
         backgroundColor: colors.surface,
         borderRadius: 18,
@@ -314,7 +328,7 @@ export function ProfileHubRow({
         <Text style={{ color: colors.textSecondary }}>{summary}</Text>
       </View>
       <Text style={{ color: colors.textSecondary, fontSize: 18 }}>›</Text>
-    </Pressable>
+    </AuraPressable>
   );
 }
 
@@ -1758,18 +1772,22 @@ function PrimaryButton({
 }) {
   const { colors } = useAppTheme();
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
       disabled={disabled}
+      haptic="light"
+      hapticTrigger="press"
+      pressedScale={0.98}
+      pressedOpacity={0.88}
+      disabledOpacity={0.6}
       style={{
         paddingVertical: 14,
         borderRadius: 12,
         alignItems: "center",
         backgroundColor: colors.accent,
-        opacity: disabled ? 0.6 : 1,
       }}
     >
       <Text style={{ color: colors.background, fontWeight: "900", fontSize: 16 }}>{label}</Text>
-    </Pressable>
+    </AuraPressable>
   );
 }

From 11d0013f438438a89b8f44384ddd1ee909914d6b Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 23:02:41 -0500
Subject: [PATCH 34/93] feat(calendar): polish calendar UI and interactions

---
 app/(tabs)/calendar.tsx                    | 144 +++++++++-------
 src/components/calendar/CalendarHeader.tsx |  26 +--
 src/components/calendar/DateRail.tsx       | 184 +++++++++++++++------
 src/components/calendar/SwapSheet.tsx      |  40 +++--
 4 files changed, 268 insertions(+), 126 deletions(-)

diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index 3028b2a..1f42c1d 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -1,5 +1,5 @@
 import { router } from "expo-router";
-import { collection, doc, increment, onSnapshot, orderBy, query, serverTimestamp, writeBatch } from "firebase/firestore";
+import { doc, increment, serverTimestamp, writeBatch } from "firebase/firestore";
 import * as Haptics from "expo-haptics";
 import { Ionicons } from "@expo/vector-icons";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
@@ -20,7 +20,6 @@ import DateRail from "@/src/components/calendar/DateRail";
 import DayContextCard from "@/src/components/calendar/DayContextCard";
 import SwapSheet from "@/src/components/calendar/SwapSheet";
 import TimelineCard from "@/src/components/calendar/TimelineCard";
-import WeatherStrip from "@/src/components/calendar/WeatherStrip";
 import { useDayEvents } from "@/src/hooks/useDayEvents";
 import { useDayWeather } from "@/src/hooks/useDayWeather";
 import { useNow } from "@/src/hooks/useNow";
@@ -45,12 +44,13 @@ import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { db } from "@/src/lib/firebase";
-import { MAX_WEARS_BEFORE_WASH, isVisibleWardrobeItem, normalizeLaundryStatus, toCanonicalCategory } from "@/src/lib/items";
+import { MAX_WEARS_BEFORE_WASH, listenToItems, normalizeLaundryStatus, toCanonicalCategory } from "@/src/lib/items";
 import { Toast } from "@/src/lib/toast";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 type SectionIconName = "calendar" | "sparkles" | "chart.bar.xaxis";
 type SlotKey = keyof OutfitItemsByCategory;
+type RailWeather = { high?: number; low?: number; label?: string };
 
 const DateTimePickerModule = (() => {
   try {
@@ -198,7 +198,7 @@ export default function CalendarScreen() {
   const [loggedDaySet, setLoggedDaySet] = useState<Set<string>>(new Set());
   const [railStatuses, setRailStatuses] = useState<Record<string, { planned?: boolean; worn?: boolean; streak?: boolean }>>({});
   const [weeklyFlags, setWeeklyFlags] = useState<number[]>(Array.from({ length: 7 }, () => 0));
-  const [weekWeather, setWeekWeather] = useState<{ label: string; high?: number; low?: number; selected: boolean }[]>([]);
+  const [railWeatherByDate, setRailWeatherByDate] = useState<Record<string, RailWeather>>({});
   const [swapOpen, setSwapOpen] = useState(false);
   const [swapSlot, setSwapSlot] = useState<SlotKey | null>(null);
   const [jumpPickerOpen, setJumpPickerOpen] = useState(false);
@@ -231,7 +231,6 @@ export default function CalendarScreen() {
   }, [loadStreakData]);
 
   useEffect(() => {
-    let unsub: undefined | (() => void);
     if (!uid) {
       setItems([]);
       setLoadingItems(false);
@@ -239,24 +238,27 @@ export default function CalendarScreen() {
       return;
     }
 
-    const itemsRef = collection(db, "users", uid, "items");
-    const qItems = query(itemsRef, orderBy("createdAt", "desc"));
-    unsub = onSnapshot(
-      qItems,
-      (snap) => {
-        const next = snap.docs
-          .map((d) => ({ id: d.id, ...(d.data() as Omit<ClothingItem, "id">) }))
-          .filter((item) => isVisibleWardrobeItem(item));
+    setItems([]);
+    setLoadingItems(true);
+    const unsub = listenToItems(
+      uid,
+      (next) => {
         setItems(next as ClothingItem[]);
         setLoadingItems(false);
       },
-      (err) => {
-        console.log(err);
-        Alert.alert("Firestore error", err.message);
-        setLoadingItems(false);
+      {
+        status: "ALL",
+        sort: "NEWEST",
+        onError: (message) => {
+          if (__DEV__) {
+            console.log(message);
+          }
+          Alert.alert("Firestore error", message);
+          setLoadingItems(false);
+        },
       }
     );
-    return () => unsub?.();
+    return () => unsub();
   }, [uid]);
 
   useEffect(() => {
@@ -332,9 +334,9 @@ export default function CalendarScreen() {
 
   useEffect(() => {
     let cancelled = false;
-    async function loadWeekWeather() {
+    async function loadRailWeather() {
       if (weather.permission !== "granted") {
-        setWeekWeather([]);
+        setRailWeatherByDate({});
         return;
       }
 
@@ -363,26 +365,39 @@ export default function CalendarScreen() {
         const values = await Promise.all(dates.map((date) => getDailyWeather(lat, lon, date)));
         if (cancelled) return;
 
-        setWeekWeather(
-          values.map((value, index) => ({
-            label: new Intl.DateTimeFormat(undefined, { weekday: "short" }).format(dates[index]),
+        const nextWeatherByDate: Record<string, RailWeather> = {};
+        values.forEach((value, index) => {
+          nextWeatherByDate[toDayKey(dates[index])] = {
             high: value.highC,
             low: value.lowC,
-            selected: toDayKey(dates[index]) === selectedDayKey,
-          }))
-        );
+            label: value.conditionLabel,
+          };
+        });
+        setRailWeatherByDate(nextWeatherByDate);
       } catch {
-        if (!cancelled) setWeekWeather([]);
+        if (!cancelled) setRailWeatherByDate({});
       }
     }
 
-    loadWeekWeather().catch(() => {
-      if (!cancelled) setWeekWeather([]);
+    loadRailWeather().catch(() => {
+      if (!cancelled) setRailWeatherByDate({});
     });
     return () => {
       cancelled = true;
     };
-  }, [day.weekDates, selectedDayKey, weather.permission]);
+  }, [day.weekDates, weather.permission]);
+
+  const dateRailWeather = useMemo(() => {
+    const next = { ...railWeatherByDate };
+    if (weather.weather) {
+      next[selectedDayKey] = {
+        high: weather.weather.highC,
+        low: weather.weather.lowC,
+        label: weather.weather.conditionLabel,
+      };
+    }
+    return next;
+  }, [railWeatherByDate, selectedDayKey, weather.weather]);
 
   const weatherSummary = useMemo(() => {
     if (weather.permission === "unknown" || weather.permission === "denied") return "Enable weather insights";
@@ -472,11 +487,16 @@ export default function CalendarScreen() {
 
   const onUseOutfit = useCallback(async () => {
     if (!uid || !selectedLook) return;
-    const planned = lookToPlanned(selectedLook);
-    const next = await setPlanned(uid, selectedDayKey, planned);
-    setRecord(next);
-    setSelectedLookId(selectedLook.id);
-    await hapticLight();
+    try {
+      const planned = lookToPlanned(selectedLook);
+      const next = await setPlanned(uid, selectedDayKey, planned);
+      setRecord(next);
+      setSelectedLookId(selectedLook.id);
+      Toast.success("Planned", "Outfit attached to this day.");
+      await hapticLight();
+    } catch (error: any) {
+      Toast.error("Plan failed", error?.message ?? "Unable to plan this outfit.");
+    }
   }, [selectedDayKey, selectedLook, uid]);
 
   const onClearPlan = useCallback(async () => {
@@ -670,7 +690,12 @@ export default function CalendarScreen() {
           <Ionicons name="chevron-down" size={14} color={colors.textSecondary} />
         </Pressable>
 
-        <DateRail selectedDate={day.selectedDate} onSelectDate={onSelectDate} statuses={railStatuses} />
+        <DateRail
+          selectedDate={day.selectedDate}
+          onSelectDate={onSelectDate}
+          statuses={railStatuses}
+          weatherByDate={dateRailWeather}
+        />
 
         <DayContextCard
           greeting={greeting}
@@ -684,12 +709,6 @@ export default function CalendarScreen() {
           onWeatherAction={onWeatherAction}
         />
 
-        {weekWeather.length > 0 ? (
-          <View style={themedStyles.weatherStripWrap}>
-            <WeatherStrip days={weekWeather} />
-          </View>
-        ) : null}
-
         <SectionHeader icon="calendar" title="Agenda" />
         <AgendaCard
           permission={events.permission}
@@ -706,8 +725,11 @@ export default function CalendarScreen() {
         <View style={themedStyles.sectionGap} />
         <SectionHeader icon="sparkles" title="Outfit for this date" />
         {isPast && !record?.wornOutfit ? (
-          <View style={themedStyles.card}>
-            <Text style={themedStyles.muted}>No outfit logged for {selectedDateLabel}.</Text>
+          <View style={[themedStyles.card, themedStyles.emptyDayCard]}>
+            <Text style={themedStyles.emptyDayTitle}>No outfit logged</Text>
+            <Text style={themedStyles.muted}>
+              Nothing was marked worn for {selectedDateLabel}. You can still plan a look if you want this day filled in.
+            </Text>
             <Pressable style={themedStyles.planCta} onPress={() => setSelectedLookId("casual")}>
               <Text style={themedStyles.planCtaText}>Plan an outfit</Text>
             </Pressable>
@@ -847,7 +869,7 @@ return StyleSheet.create({
     textTransform: "uppercase",
   },
   monthPicker: {
-    marginTop: 8,
+    marginTop: 6,
     marginBottom: 4,
     alignSelf: "flex-start",
     flexDirection: "row",
@@ -855,18 +877,15 @@ return StyleSheet.create({
     gap: 4,
     borderRadius: 999,
     borderWidth: 1,
-    borderColor: colors.border,
-    backgroundColor: colors.surface,
-    paddingHorizontal: 12,
-    paddingVertical: 7,
+    borderColor: colors.purpleBorder,
+    backgroundColor: colors.purpleSurface,
+    paddingHorizontal: 13,
+    paddingVertical: 8,
   },
   monthPickerText: {
-    color: colors.text,
+    color: colors.lightPurple,
     fontSize: 12,
-    fontWeight: "700",
-  },
-  weatherStripWrap: {
-    marginTop: layout.sectionGap - 10,
+    fontWeight: "900",
   },
   sectionGap: {
     height: layout.sectionGap - 4,
@@ -878,6 +897,17 @@ return StyleSheet.create({
     padding: layout.cardPadding,
     backgroundColor: colors.surface,
   },
+  emptyDayCard: {
+    backgroundColor: "rgba(255,255,255,0.045)",
+    borderColor: "rgba(255,255,255,0.1)",
+  },
+  emptyDayTitle: {
+    color: colors.text,
+    fontSize: 18,
+    lineHeight: 24,
+    fontWeight: "900",
+    marginBottom: 4,
+  },
   muted: {
     color: colors.textSecondary,
     fontSize: 12,
@@ -892,8 +922,8 @@ return StyleSheet.create({
     paddingVertical: 10,
   },
   planCtaText: {
-    color: "#fff",
-    fontWeight: "700",
+    color: colors.ctaText,
+    fontWeight: "800",
     fontSize: 12,
   },
   weekBars: {
@@ -959,7 +989,7 @@ return StyleSheet.create({
     alignItems: "center",
   },
   modalPrimaryText: {
-    color: "#fff",
+    color: colors.ctaText,
     fontWeight: "800",
   },
 });
diff --git a/src/components/calendar/CalendarHeader.tsx b/src/components/calendar/CalendarHeader.tsx
index bb4813c..841abd8 100644
--- a/src/components/calendar/CalendarHeader.tsx
+++ b/src/components/calendar/CalendarHeader.tsx
@@ -1,7 +1,8 @@
 import React from "react";
-import { Pressable, StyleSheet, Text, View } from "react-native";
+import { StyleSheet, Text, View } from "react-native";
 
 import { formatHeaderDate } from "../../utils/date";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -14,10 +15,6 @@ type Props = {
 export default function CalendarHeader({ selectedDate, today, onJumpToToday }: Props) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
-  const monthLabel = new Intl.DateTimeFormat(undefined, {
-    month: "long",
-    year: "numeric",
-  }).format(selectedDate);
 
   const isToday =
     selectedDate.getFullYear() === today.getFullYear() &&
@@ -27,17 +24,21 @@ export default function CalendarHeader({ selectedDate, today, onJumpToToday }: P
   return (
     <View style={[styles.wrap, { gap: 8 }]}>
       <Text style={[styles.kicker, { color: colors.iridescentStart }]}>Plan the week</Text>
-      <Text style={[styles.title, { color: colors.text, fontSize: 30 * layout.titleScale }]}>Calendar</Text>
-      <Text style={[styles.date, { color: colors.textSecondary }]}>{formatHeaderDate(selectedDate)}</Text>
       <View style={styles.row}>
-        <Text style={[styles.month, { color: colors.text }]}>{monthLabel}</Text>
+        <View style={{ flex: 1, gap: 3 }}>
+          <Text style={[styles.title, { color: colors.text, fontSize: 30 * layout.titleScale }]}>Calendar</Text>
+          <Text style={[styles.date, { color: colors.textSecondary }]}>{formatHeaderDate(selectedDate)}</Text>
+        </View>
         {!isToday ? (
-          <Pressable
+          <AuraPressable
             onPress={onJumpToToday}
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.96}
             style={[styles.todayBtn, { borderColor: colors.border, backgroundColor: colors.surface }]}
           >
             <Text style={[styles.todayBtnText, { color: colors.text }]}>Jump to Today</Text>
-          </Pressable>
+          </AuraPressable>
         ) : null}
       </View>
     </View>
@@ -49,15 +50,14 @@ const styles = StyleSheet.create({
     marginBottom: 8,
   },
   kicker: { fontSize: 11, fontWeight: "800", letterSpacing: 1.5, textTransform: "uppercase" },
-  title: { fontWeight: "900", letterSpacing: -0.5 },
+  title: { fontWeight: "900", letterSpacing: 0 },
   date: { marginTop: 2, fontSize: 14, lineHeight: 22, opacity: 0.65 },
   row: {
-    marginTop: 10,
     flexDirection: "row",
     justifyContent: "space-between",
     alignItems: "center",
+    gap: 12,
   },
-  month: { fontSize: 16, fontWeight: "800" },
   todayBtn: {
     paddingHorizontal: 10,
     paddingVertical: 6,
diff --git a/src/components/calendar/DateRail.tsx b/src/components/calendar/DateRail.tsx
index 80b6709..43cf511 100644
--- a/src/components/calendar/DateRail.tsx
+++ b/src/components/calendar/DateRail.tsx
@@ -1,7 +1,7 @@
-import React, { useEffect, useMemo, useRef } from "react";
+import React, { useCallback, useEffect, useMemo, useRef } from "react";
 import { FlatList, StyleSheet, Text, useWindowDimensions, View } from "react-native";
 
-import { addDays, isSameLocalDate, toDayKey } from "../../utils/date";
+import { addDays, toDayKey } from "../../utils/date";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
@@ -11,35 +11,140 @@ type Status = {
   streak?: boolean;
 };
 
+type RailWeather = {
+  high?: number;
+  low?: number;
+  label?: string;
+};
+
 type Props = {
   selectedDate: Date;
   onSelectDate: (date: Date) => void;
   statuses?: Record<string, Status>;
+  weatherByDate?: Record<string, RailWeather>;
+};
+
+type RailDate = {
+  date: Date;
+  key: string;
+  weekdayLabel: string;
+  dayLabel: string;
 };
 
 const WINDOW = 365 * 2 + 1;
 const HALF = Math.floor(WINDOW / 2);
-const ITEM_WIDTH = 62;
-const RAIL_SIDE_PADDING = 24;
+const ITEM_WIDTH = 78;
+const RAIL_SIDE_PADDING = 8;
 
-export default function DateRail({ selectedDate, onSelectDate, statuses = {} }: Props) {
+function formatWeatherLine(weather?: RailWeather) {
+  const high = typeof weather?.high === "number" ? Math.round(weather.high) : null;
+  const low = typeof weather?.low === "number" ? Math.round(weather.low) : null;
+  if (high !== null || low !== null) {
+    return `${high ?? "—"}° / ${low ?? "—"}°`;
+  }
+  return weather?.label ?? "";
+}
+
+export default function DateRail({ selectedDate, onSelectDate, statuses = {}, weatherByDate = {} }: Props) {
   const { colors } = useAppTheme();
   const { width } = useWindowDimensions();
-  const listRef = useRef<FlatList<Date>>(null);
+  const listRef = useRef<FlatList<RailDate>>(null);
   const didInitialScrollRef = useRef(false);
 
   const dates = useMemo(
-    () => Array.from({ length: WINDOW }, (_, index) => addDays(new Date(), index - HALF)),
+    () =>
+      Array.from({ length: WINDOW }, (_, index) => {
+        const date = addDays(new Date(), index - HALF);
+        return {
+          date,
+          key: toDayKey(date),
+          weekdayLabel: new Intl.DateTimeFormat(undefined, { weekday: "short" }).format(date),
+          dayLabel: new Intl.DateTimeFormat(undefined, { day: "numeric" }).format(date),
+        };
+      }),
     []
   );
 
   const selectedKey = toDayKey(selectedDate);
 
   const selectedIndex = useMemo(() => {
-    const index = dates.findIndex((date) => toDayKey(date) === selectedKey);
+    const index = dates.findIndex((date) => date.key === selectedKey);
     return index >= 0 ? index : HALF;
   }, [dates, selectedKey]);
 
+  const renderDate = useCallback(
+    ({ item }: { item: RailDate }) => {
+      const isActive = item.key === selectedKey;
+      const dayStatus = statuses[item.key];
+      const weatherLine = formatWeatherLine(weatherByDate[item.key]);
+      const weekdayColor = isActive ? colors.ctaText : colors.textSecondary;
+      const dayColor = isActive ? colors.ctaText : colors.text;
+      const weatherColor = isActive ? colors.ctaText : colors.textSecondary;
+      const markerColor = isActive ? colors.ctaText : colors.aiAccent;
+      return (
+        <AuraPressable
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.96}
+          pressedOpacity={0.88}
+          style={[
+            styles.cell,
+            { borderColor: colors.border, backgroundColor: colors.surface },
+            isActive
+              ? [
+                  styles.cellActive,
+                  {
+                    backgroundColor: colors.ctaCream,
+                    borderColor: colors.ctaCream,
+                    shadowColor: colors.ctaCream,
+                  },
+                ]
+              : null,
+          ]}
+          onPress={() => onSelectDate(item.date)}
+        >
+          <Text style={[styles.week, { color: weekdayColor }]} numberOfLines={1}>
+            {item.weekdayLabel}
+          </Text>
+          <Text style={[styles.day, { color: dayColor }]} numberOfLines={1}>
+            {item.dayLabel}
+          </Text>
+          <View style={styles.weatherSlot}>
+            {weatherLine ? (
+              <Text
+                style={[styles.weather, { color: weatherColor }]}
+                numberOfLines={1}
+                adjustsFontSizeToFit
+                minimumFontScale={0.82}
+              >
+                {weatherLine}
+              </Text>
+            ) : null}
+          </View>
+          <View style={styles.indicatorRow}>
+            {dayStatus?.planned ? <View style={[styles.planDot, { backgroundColor: markerColor }]} /> : null}
+            {dayStatus?.worn ? <Text style={[styles.check, { color: isActive ? colors.ctaText : colors.success }]}>✓</Text> : null}
+            {dayStatus?.streak ? <Text style={styles.fire}>🔥</Text> : null}
+          </View>
+        </AuraPressable>
+      );
+    },
+    [
+      colors.aiAccent,
+      colors.border,
+      colors.ctaCream,
+      colors.ctaText,
+      colors.surface,
+      colors.success,
+      colors.text,
+      colors.textSecondary,
+      onSelectDate,
+      selectedKey,
+      statuses,
+      weatherByDate,
+    ],
+  );
+
   useEffect(() => {
     const timer = setTimeout(() => {
       listRef.current?.scrollToIndex({
@@ -57,7 +162,7 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {} }:
       ref={listRef}
       horizontal
       data={dates}
-      keyExtractor={(item) => toDayKey(item)}
+      keyExtractor={(item) => item.key}
       showsHorizontalScrollIndicator={false}
       contentContainerStyle={styles.content}
       initialScrollIndex={Math.max(0, selectedIndex - 1)}
@@ -72,37 +177,11 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {} }:
       snapToAlignment="center"
       decelerationRate="fast"
       getItemLayout={(_, index) => ({ length: ITEM_WIDTH, offset: ITEM_WIDTH * index, index })}
-      renderItem={({ item }) => {
-        const isActive = isSameLocalDate(item, selectedDate);
-        const key = toDayKey(item);
-        const dayStatus = statuses[key];
-        return (
-          <AuraPressable
-            haptic="selection"
-            hapticTrigger="press"
-            pressedScale={0.96}
-            pressedOpacity={0.88}
-            style={[
-              styles.cell,
-              { borderColor: colors.border, backgroundColor: colors.surface },
-              isActive ? [styles.cellActive, { backgroundColor: colors.accent, borderColor: colors.accent }] : null,
-            ]}
-            onPress={() => onSelectDate(item)}
-          >
-            <Text style={[styles.week, { color: colors.textSecondary }, isActive ? styles.activeText : null]}>
-              {new Intl.DateTimeFormat(undefined, { weekday: "short" }).format(item)}
-            </Text>
-            <Text style={[styles.day, { color: colors.text }, isActive ? styles.activeText : null]}>
-              {new Intl.DateTimeFormat(undefined, { day: "numeric" }).format(item)}
-            </Text>
-            <View style={styles.indicatorRow}>
-              {dayStatus?.planned ? <View style={[styles.planDot, { backgroundColor: colors.aiAccent }]} /> : null}
-              {dayStatus?.worn ? <Text style={styles.check}>✓</Text> : null}
-              {dayStatus?.streak ? <Text style={styles.fire}>🔥</Text> : null}
-            </View>
-          </AuraPressable>
-        );
-      }}
+      renderItem={renderDate}
+      removeClippedSubviews={false}
+      initialNumToRender={12}
+      maxToRenderPerBatch={8}
+      windowSize={7}
     />
   );
 }
@@ -115,12 +194,19 @@ const styles = StyleSheet.create({
   cell: {
     width: ITEM_WIDTH - 6,
     marginHorizontal: 3,
-    borderRadius: 18,
+    minHeight: 82,
+    borderRadius: 16,
     borderWidth: 1,
     alignItems: "center",
-    paddingVertical: 8,
+    justifyContent: "center",
+    paddingVertical: 9,
+    paddingHorizontal: 5,
   },
   cellActive: {
+    shadowOpacity: 0.16,
+    shadowRadius: 14,
+    shadowOffset: { width: 0, height: 8 },
+    elevation: 3,
   },
   week: {
     fontSize: 11,
@@ -131,11 +217,18 @@ const styles = StyleSheet.create({
     fontSize: 16,
     fontWeight: "800",
   },
-  activeText: {
-    color: "#fff",
+  weatherSlot: {
+    minHeight: 14,
+    marginTop: 4,
+    justifyContent: "center",
+  },
+  weather: {
+    fontSize: 10,
+    lineHeight: 12,
+    fontWeight: "700",
   },
   indicatorRow: {
-    marginTop: 4,
+    marginTop: 3,
     minHeight: 10,
     flexDirection: "row",
     alignItems: "center",
@@ -148,7 +241,6 @@ const styles = StyleSheet.create({
   },
   check: {
     fontSize: 9,
-    color: "#16a34a",
     fontWeight: "900",
     lineHeight: 9,
   },
diff --git a/src/components/calendar/SwapSheet.tsx b/src/components/calendar/SwapSheet.tsx
index 7c6cdac..6abc97f 100644
--- a/src/components/calendar/SwapSheet.tsx
+++ b/src/components/calendar/SwapSheet.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import { Modal, Pressable, StyleSheet, Text, View } from "react-native";
+import { FlatList, Modal, Pressable, StyleSheet, Text, View } from "react-native";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -17,6 +17,18 @@ type Props = {
 export default function SwapSheet({ visible, title, options, onSelect, onClear, onClose }: Props) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
+  const renderOption = React.useCallback(
+    ({ item }: { item: Option }) => (
+      <Pressable
+        style={[styles.option, { borderColor: colors.border, backgroundColor: colors.overlay }]}
+        onPress={() => onSelect(item.id)}
+      >
+        <Text style={[styles.optionText, { color: colors.text }]}>{item.label}</Text>
+      </Pressable>
+    ),
+    [colors.border, colors.overlay, colors.text, onSelect],
+  );
+
   return (
     <Modal visible={visible} animationType="slide" transparent onRequestClose={onClose}>
       <View style={styles.backdrop}>
@@ -33,15 +45,17 @@ export default function SwapSheet({ visible, title, options, onSelect, onClear,
         >
           <Text style={[styles.title, { color: colors.text }]}>{title}</Text>
           {options.length === 0 ? <Text style={[styles.empty, { color: colors.textSecondary }]}>No matching items yet.</Text> : null}
-          {options.map((option) => (
-            <Pressable
-              key={option.id}
-              style={[styles.option, { borderColor: colors.border, backgroundColor: colors.overlay }]}
-              onPress={() => onSelect(option.id)}
-            >
-              <Text style={[styles.optionText, { color: colors.text }]}>{option.label}</Text>
-            </Pressable>
-          ))}
+          <FlatList
+            data={options}
+            keyExtractor={(item) => item.id}
+            renderItem={renderOption}
+            ItemSeparatorComponent={OptionSeparator}
+            style={styles.optionsList}
+            removeClippedSubviews
+            initialNumToRender={12}
+            maxToRenderPerBatch={10}
+            windowSize={6}
+          />
           {onClear ? (
             <Pressable style={[styles.clear, { borderColor: "#ef4444" }]} onPress={onClear}>
               <Text style={styles.clearText}>Clear slot</Text>
@@ -56,11 +70,17 @@ export default function SwapSheet({ visible, title, options, onSelect, onClear,
   );
 }
 
+function OptionSeparator() {
+  return <View style={{ height: 8 }} />;
+}
+
 const styles = StyleSheet.create({
   backdrop: { flex: 1, backgroundColor: "rgba(0,0,0,0.25)", justifyContent: "flex-end" },
   sheet: {
     gap: 8,
+    maxHeight: "82%",
   },
+  optionsList: { flexGrow: 0 },
   title: { fontSize: 16, fontWeight: "800", marginBottom: 8 },
   option: {
     paddingVertical: 12,

From c934c5b559a340d88e6b2353d5c8d12926f07970 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 23:02:58 -0500
Subject: [PATCH 35/93] feat(add-item): polish and stabilize add item flow

---
 src/addItem/AddItemWizard.tsx                 | 28 +++---
 src/addItem/hooks/useAddWizardState.ts        |  2 +-
 src/addItem/hooks/useItemExtraction.ts        |  6 +-
 src/addItem/hooks/usePhotoStep.ts             | 36 ++++++--
 src/addItem/sections/AdvancedSections.tsx     | 28 +++---
 src/addItem/sections/BasicsStep.tsx           |  4 +-
 src/addItem/sections/DetailsStep.tsx          | 58 +++---------
 src/addItem/sections/PhotoStep.tsx            | 82 +++++------------
 src/addItem/steps/ReviewDetailsStepScreen.tsx | 38 +++++---
 src/addItem/styles.ts                         | 19 ++--
 src/addItem/ui/CollapsibleHeader.tsx          | 40 +++++++--
 src/addItem/ui/Field.tsx                      |  8 +-
 src/addItem/ui/MemoTextInputField.tsx         | 30 +++++--
 src/addItem/ui/Pill.tsx                       | 32 +++++--
 src/addItem/ui/RequiredBadge.tsx              | 12 ++-
 src/addItem/ui/SectionCard.tsx                | 19 +++-
 src/addItem/ui/SectionTitle.tsx               | 14 ++-
 src/addItem/useAddItemController.ts           | 58 +++++++-----
 src/bg/removeBackground.ts                    | 88 ++++++++++++++++---
 src/components/PhotoEditorSection.tsx         | 62 ++++++++-----
 20 files changed, 419 insertions(+), 245 deletions(-)

diff --git a/src/addItem/AddItemWizard.tsx b/src/addItem/AddItemWizard.tsx
index c0e0a26..83d6023 100644
--- a/src/addItem/AddItemWizard.tsx
+++ b/src/addItem/AddItemWizard.tsx
@@ -89,7 +89,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                   <Text style={styles.btnSecondaryText}>Back</Text>
                 </Pressable>
 
-                <Text style={{ fontSize: 22, fontWeight: "800", color: colors.text, letterSpacing: -0.5 }}>
+                <Text style={{ fontSize: 22, fontWeight: "900", color: colors.text }}>
                   {state.isEdit ? "Edit Item" : "Add Item"}
                 </Text>
 
@@ -144,15 +144,15 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                           paddingHorizontal: 10,
                           borderRadius: 999,
                           borderWidth: 1,
-                          borderColor: active || complete ? colors.accent : colors.border,
-                          backgroundColor: active ? colors.accent : colors.surface,
+                          borderColor: active || complete ? colors.ctaCream : colors.border,
+                          backgroundColor: active ? colors.ctaCream : colors.chipBackground,
                         }}
                       >
                         <Text
                           style={{
-                            color: active ? "#fff" : complete ? colors.accent : colors.textSecondary,
+                            color: active ? colors.ctaText : complete ? colors.ctaCream : colors.textSecondary,
                             fontSize: 12,
-                            fontWeight: "700",
+                            fontWeight: "800",
                           }}
                         >
                           {step.label}
@@ -198,7 +198,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                 ]}
                 disabled={!wizard.canContinue}
               >
-                <Text style={{ color: colors.background, fontSize: 16, fontWeight: "900" }}>
+                <Text style={{ color: colors.ctaText, fontSize: 16, fontWeight: "900" }}>
                   {wizard.stepButtonText}
                 </Text>
               </Pressable>
@@ -226,7 +226,9 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                   width: "100%",
                   maxWidth: 320,
                   borderRadius: 16,
-                  backgroundColor: colors.surface,
+                  backgroundColor: colors.surfaceElevated,
+                  borderWidth: 1,
+                  borderColor: colors.border,
                   padding: 14,
                   gap: 8,
                 }}
@@ -246,14 +248,14 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                       paddingHorizontal: 12,
                       borderRadius: 12,
                       borderWidth: 1,
-                      borderColor: state.priceCurrency === currency ? colors.accent : colors.border,
-                      backgroundColor: state.priceCurrency === currency ? colors.accent : colors.surface,
+                      borderColor: state.priceCurrency === currency ? colors.ctaCream : colors.border,
+                      backgroundColor: state.priceCurrency === currency ? colors.ctaCream : colors.chipBackground,
                     }}
                   >
                     <Text
                       style={{
-                        color: state.priceCurrency === currency ? "#fff" : colors.text,
-                        fontWeight: "700",
+                        color: state.priceCurrency === currency ? colors.ctaText : colors.text,
+                        fontWeight: "800",
                       }}
                     >
                       {currency}
@@ -280,7 +282,9 @@ export const AddItemWizard = React.memo(function AddItemWizard({
               />
               <View
                 style={{
-                  backgroundColor: colors.surface,
+                  backgroundColor: colors.surfaceElevated,
+                  borderWidth: 1,
+                  borderColor: colors.border,
                   borderTopLeftRadius: 20,
                   borderTopRightRadius: 20,
                   paddingHorizontal: 16,
diff --git a/src/addItem/hooks/useAddWizardState.ts b/src/addItem/hooks/useAddWizardState.ts
index fb1fe79..c258b28 100644
--- a/src/addItem/hooks/useAddWizardState.ts
+++ b/src/addItem/hooks/useAddWizardState.ts
@@ -1,4 +1,4 @@
-import { Alert, type PressableProps } from "react-native";
+import { Alert } from "react-native";
 import { useCallback, useEffect, useMemo, useState } from "react";
 
 export const WIZARD_STEPS = [
diff --git a/src/addItem/hooks/useItemExtraction.ts b/src/addItem/hooks/useItemExtraction.ts
index 94e5c74..8d845b8 100644
--- a/src/addItem/hooks/useItemExtraction.ts
+++ b/src/addItem/hooks/useItemExtraction.ts
@@ -1,4 +1,4 @@
-import { InteractionManager, unstable_batchedUpdates } from "react-native";
+import { InteractionManager } from "react-native";
 import {
   collection,
   deleteDoc,
@@ -819,9 +819,7 @@ export function useItemExtraction({
             snap.data()?.ingestion?.status ?? snap.data()?.ingestionStatus
           ),
         });
-        unstable_batchedUpdates(() => {
-          maybeApplyAutofillFromDraft(snap.data() as any, activeRunId);
-        });
+        maybeApplyAutofillFromDraft(snap.data() as any, activeRunId);
       });
       createSessionRef.current.unsub = draftSubscriptionRef.current;
       isSubscribedRef.current = true;
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index f8b7a76..3708712 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -80,6 +80,10 @@ type ResolvedPhotoFields = {
 };
 
 const MIN_USABLE_CUTOUT_TRANSPARENCY = 0.05;
+const CUTOUT_ERROR_MESSAGE =
+  "We couldn't remove the background. Please try again.";
+const PHOTO_PROCESSING_ERROR_MESSAGE =
+  "We couldn't prepare this photo. Please try again.";
 
 function makeSelectedPhotoId() {
   return randomId();
@@ -103,6 +107,21 @@ function randomId() {
   return `${Date.now().toString(36)}-${Math.random().toString(36).slice(2, 10)}`;
 }
 
+function userFacingPhotoProcessingError(error: unknown) {
+  const rawMessage = error instanceof Error ? error.message : String(error ?? "");
+  const message = rawMessage.trim();
+  const lower = message.toLowerCase();
+  if (
+    lower.includes("renderasync") ||
+    lower.includes("not readable") ||
+    lower.includes("background removal") ||
+    lower.includes("couldn't prepare this photo")
+  ) {
+    return CUTOUT_ERROR_MESSAGE;
+  }
+  return message || PHOTO_PROCESSING_ERROR_MESSAGE;
+}
+
 export function usePhotoStep({
   uid,
   isEdit,
@@ -435,7 +454,7 @@ export function usePhotoStep({
       void durationMs;
       await estimateFileSizeBytes(outputUri);
       if (!outputUri || outputUri === inputUri) {
-        throw new Error("BG removal failed");
+        throw new Error(CUTOUT_ERROR_MESSAGE);
       }
       return output;
     },
@@ -489,14 +508,14 @@ export function usePhotoStep({
       setPendingVisualNormalization(visualNormalization);
       setCleanedPhotoUrl(null);
       if (!usableCutout) {
-        setBgRemovalError("BG removal failed");
+        setBgRemovalError(CUTOUT_ERROR_MESSAGE);
       }
       lastCompletedRefineKeyRef.current = getRefineRequestKey(
         originalPickedPhotoUri,
         refineValue
       );
     } catch {
-      setBgRemovalError("BG removal failed");
+      setBgRemovalError(CUTOUT_ERROR_MESSAGE);
     } finally {
       if (requestId === latestRefineRequestIdRef.current) {
         setRefiningCutout(false);
@@ -582,11 +601,11 @@ export function usePhotoStep({
           setPendingVisualNormalization(visualNormalization);
           setCleanedPhotoUrl(null);
           if (!usableCutout) {
-            setBgRemovalError("BG removal failed");
+            setBgRemovalError(CUTOUT_ERROR_MESSAGE);
           }
         } catch {
           if (requestId === latestRefineRequestIdRef.current) {
-            setBgRemovalError("BG removal failed");
+            setBgRemovalError(CUTOUT_ERROR_MESSAGE);
           }
         } finally {
           if (requestId === latestRefineRequestIdRef.current) {
@@ -1011,10 +1030,11 @@ export function usePhotoStep({
         void deleteDoc(doc(db, "users", uid, "items", previousDraftId)).catch(() => {});
       }
     } catch (e: any) {
-      setUploadError(e?.message ?? "Failed to process selected photo.");
-      setBgRemovalError(e?.message ?? "BG removal failed.");
+      const message = userFacingPhotoProcessingError(e);
+      setUploadError(message);
+      setBgRemovalError(message);
       setUploadingPhoto(false);
-      Alert.alert("Error", e?.message ?? "Failed to pick image");
+      Alert.alert("Error", message);
     }
   }, [
     clearPendingCutoutState,
diff --git a/src/addItem/sections/AdvancedSections.tsx b/src/addItem/sections/AdvancedSections.tsx
index bd2f288..526a4e3 100644
--- a/src/addItem/sections/AdvancedSections.tsx
+++ b/src/addItem/sections/AdvancedSections.tsx
@@ -9,6 +9,7 @@ import { MemoTextInputField } from "../ui/MemoTextInputField";
 import { Pill } from "../ui/Pill";
 import { SectionCard } from "../ui/SectionCard";
 import { makeDevThrottleLogger } from "../devPerf";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 const logAdvancedRender = makeDevThrottleLogger("AdvancedSections");
 
@@ -185,6 +186,7 @@ export const SeasonHeaderRow = React.memo(function SeasonHeaderRow({ controller
 
 export const SeasonContentRow = React.memo(function SeasonContentRow({ controller }: { controller: any }) {
   const { state, derived, actions } = controller;
+  const { colors } = useAppTheme();
   logAdvancedRender({ row: "season-content", count: state.seasonTags.length });
   return (
     <SectionCard>
@@ -205,7 +207,7 @@ export const SeasonContentRow = React.memo(function SeasonContentRow({ controlle
             />
           ))}
         </ChipRow>
-        <Field label="Warmth" right={<Text style={{ color: "#666", fontWeight: "700" }}>{derived.warmthLabel}</Text>}>
+        <Field label="Warmth" right={<Text style={{ color: colors.textSecondary, fontWeight: "800" }}>{derived.warmthLabel}</Text>}>
           <View style={{ gap: 6 }}>
             <Slider
               value={state.warmthPreference ?? 0.5}
@@ -216,13 +218,13 @@ export const SeasonContentRow = React.memo(function SeasonContentRow({ controlle
                 actions.markUserEdited("warmthPreference");
                 actions.setWarmthPreference(value);
               }}
-              minimumTrackTintColor="#111"
-              maximumTrackTintColor="#e5e5e5"
-              thumbTintColor="#111"
+              minimumTrackTintColor={colors.ctaCream}
+              maximumTrackTintColor={colors.borderStrong}
+              thumbTintColor={colors.ctaCream}
             />
             <View style={{ flexDirection: "row", justifyContent: "space-between" }}>
-              <Text style={{ color: "#666", fontSize: 12 }}>Light</Text>
-              <Text style={{ color: "#666", fontSize: 12 }}>Warm</Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 12 }}>Light</Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 12 }}>Warm</Text>
             </View>
           </View>
         </Field>
@@ -339,22 +341,28 @@ const PickerRow = React.memo(function PickerRow({
   value: string;
   onPress: () => void;
 }) {
+  const { colors } = useAppTheme();
+
   return (
     <Pressable
       onPress={onPress}
       style={{
         borderWidth: 1,
-        borderColor: "#ddd",
-        borderRadius: 12,
+        borderColor: colors.border,
+        borderRadius: 14,
         paddingHorizontal: 12,
         paddingVertical: 12,
         flexDirection: "row",
         alignItems: "center",
         justifyContent: "space-between",
+        gap: 12,
+        backgroundColor: colors.inputBackground,
       }}
     >
-      <Text style={{ fontSize: 16, fontWeight: "700", color: "#111" }}>{label}</Text>
-      <Text style={{ color: "#666", fontSize: 14 }}>{value || "Auto (AI)"}  ›</Text>
+      <Text style={{ fontSize: 15, fontWeight: "800", color: colors.text }}>{label}</Text>
+      <Text style={{ color: colors.textSecondary, fontSize: 14 }} numberOfLines={1}>
+        {value || "Auto (AI)"}  ›
+      </Text>
     </Pressable>
   );
 });
diff --git a/src/addItem/sections/BasicsStep.tsx b/src/addItem/sections/BasicsStep.tsx
index b6f9efb..85f0228 100644
--- a/src/addItem/sections/BasicsStep.tsx
+++ b/src/addItem/sections/BasicsStep.tsx
@@ -5,9 +5,11 @@ import { Field } from "../ui/Field";
 import { MemoTextInputField } from "../ui/MemoTextInputField";
 import { SectionCard } from "../ui/SectionCard";
 import { SectionTitle } from "../ui/SectionTitle";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const BasicsStep = React.memo(function BasicsStep({ controller }: { controller: any }) {
   const { state, actions } = controller;
+  const { colors } = useAppTheme();
   const logRender = React.useMemo(() => makeDevThrottleLogger("BasicsStep"), []);
   logRender({ brand: !!state.brand, name: !!state.name });
 
@@ -24,7 +26,7 @@ export const BasicsStep = React.memo(function BasicsStep({ controller }: { contr
           placeholder="e.g., Nike"
         />
         {state.detectedBrand ? (
-          <Text style={{ color: "#666" }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>
             Auto (AI): {state.detectedBrand}
             {typeof state.detectedBrandConfidence === "number"
               ? ` (${Math.round(state.detectedBrandConfidence * 100)}%)`
diff --git a/src/addItem/sections/DetailsStep.tsx b/src/addItem/sections/DetailsStep.tsx
index dc59b4d..3d53622 100644
--- a/src/addItem/sections/DetailsStep.tsx
+++ b/src/addItem/sections/DetailsStep.tsx
@@ -9,20 +9,12 @@ import { Pill } from "../ui/Pill";
 import { RequiredBadge } from "../ui/RequiredBadge";
 import { SectionCard } from "../ui/SectionCard";
 import { SectionTitle } from "../ui/SectionTitle";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const DetailsStep = React.memo(function DetailsStep({ controller }: { controller: any }) {
   const { state, derived, actions } = controller;
+  const { colors } = useAppTheme();
   const logRender = React.useMemo(() => makeDevThrottleLogger("DetailsStep"), []);
-  const rawAiCategory = state.aiPrediction?.category || "none";
-  const rawAiColors =
-    Array.isArray(state.aiPrediction?.colors) && state.aiPrediction.colors.length
-      ? state.aiPrediction.colors.join(" / ")
-      : "none";
-  const appliedCategory = state.finalPrediction?.category || "none";
-  const appliedColors =
-    Array.isArray(state.finalPrediction?.colors) && state.finalPrediction.colors.length
-      ? state.finalPrediction.colors.join(" / ")
-      : "none";
   logRender({
     aiStatus: state.aiStatus,
     category: state.category,
@@ -30,12 +22,12 @@ export const DetailsStep = React.memo(function DetailsStep({ controller }: { con
   });
   const statusPillStyles =
     derived.aiStatusPill.tone === "error"
-      ? { borderColor: "#fca5a5", backgroundColor: "#fef2f2", color: "#b91c1c" }
+      ? { borderColor: "rgba(255,77,79,0.32)", backgroundColor: "rgba(255,77,79,0.09)", color: colors.danger }
       : derived.aiStatusPill.tone === "ready"
-        ? { borderColor: "#86efac", backgroundColor: "#f0fdf4", color: "#166534" }
+        ? { borderColor: "rgba(34,197,94,0.26)", backgroundColor: "rgba(34,197,94,0.09)", color: colors.success }
         : derived.aiStatusPill.tone === "running"
-          ? { borderColor: "#cbd5e1", backgroundColor: "#f8fafc", color: "#334155" }
-          : { borderColor: "#e5e7eb", backgroundColor: "#fff", color: "#4b5563" };
+          ? { borderColor: colors.purpleBorder, backgroundColor: colors.purpleSurface, color: colors.lightPurple }
+          : { borderColor: colors.border, backgroundColor: colors.chipBackground, color: colors.textSecondary };
 
   return (
     <SectionCard>
@@ -62,41 +54,15 @@ export const DetailsStep = React.memo(function DetailsStep({ controller }: { con
       {derived.aiStatusRows.length ? (
         <View style={controller.styles.inlineInfo}>
           {derived.aiStatusRows.map((line: string, index: number) => (
-            <Text key={`${line}-${index}`} style={{ color: "#666" }}>
+            <Text key={`${line}-${index}`} style={{ color: colors.textSecondary }}>
               {line}
             </Text>
           ))}
-          <Text style={{ color: "#666", fontSize: 12 }}>
-            Raw AI: {rawAiCategory} | {rawAiColors}
-          </Text>
-          <Text style={{ color: "#666", fontSize: 12 }}>
-            Applied: {appliedCategory} | {appliedColors}
-          </Text>
-          {state.aiDebugRawPayload ? (
-            <View
-              style={{
-                marginTop: 6,
-                padding: 10,
-                borderRadius: 10,
-                backgroundColor: "#11182708",
-              }}
-            >
-              <Text style={{ color: "#666", fontSize: 11, fontWeight: "700", marginBottom: 4 }}>
-                Full AI payload
-              </Text>
-              <Text
-                selectable
-                style={{ color: "#666", fontSize: 11, lineHeight: 16, fontFamily: "Courier" }}
-              >
-                {state.aiDebugRawPayload}
-              </Text>
-            </View>
-          ) : null}
         </View>
       ) : null}
       {derived.aiSuggestions.length ? (
         <View style={{ gap: 8 }}>
-          <Text style={{ fontSize: 13, color: "#666", fontWeight: "700" }}>Suggested</Text>
+          <Text style={{ fontSize: 13, color: colors.textSecondary, fontWeight: "800" }}>Suggested</Text>
           <ChipRow>
             {derived.aiSuggestions.map((suggestion: any) => (
               <Pill key={suggestion.key} label={suggestion.label} active={false} onPress={suggestion.onPress} />
@@ -107,7 +73,7 @@ export const DetailsStep = React.memo(function DetailsStep({ controller }: { con
 
       <View style={{ gap: 8 }}>
         <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-          <Text style={{ fontSize: 16, fontWeight: "700" }}>Category</Text>
+          <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>Category</Text>
           <RequiredBadge />
         </View>
         <ChipRow>
@@ -136,7 +102,7 @@ export const DetailsStep = React.memo(function DetailsStep({ controller }: { con
       </View>
 
       <View style={{ gap: 8 }}>
-        <Text style={{ fontSize: 16, fontWeight: "700" }}>Sub-category (optional)</Text>
+        <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>Sub-category (optional)</Text>
         <ChipRow>
           <Pill
             label="Auto (AI)"
@@ -185,7 +151,7 @@ export const DetailsStep = React.memo(function DetailsStep({ controller }: { con
             />
           ))}
         </ChipRow>
-        <Text style={{ color: "#666" }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 13 }}>
           Selected: {state.selectedColors.length ? state.selectedColors.join(" / ") : "Auto (AI)"}
         </Text>
       </Field>
@@ -200,7 +166,7 @@ export const DetailsStep = React.memo(function DetailsStep({ controller }: { con
           placeholder="e.g., light blue"
         />
         {state.displayColors.length ? (
-          <Text style={{ color: "#666" }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 13 }}>
             Visible colors: {state.displayColors.join(" / ")}
           </Text>
         ) : null}
diff --git a/src/addItem/sections/PhotoStep.tsx b/src/addItem/sections/PhotoStep.tsx
index 4bb1333..ba6f29f 100644
--- a/src/addItem/sections/PhotoStep.tsx
+++ b/src/addItem/sections/PhotoStep.tsx
@@ -5,21 +5,13 @@ import { makeDevThrottleLogger } from "../devPerf";
 import { SectionCard } from "../ui/SectionCard";
 import { SectionTitle } from "../ui/SectionTitle";
 import { RequiredBadge } from "../ui/RequiredBadge";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const PhotoStep = React.memo(function PhotoStep({ controller }: { controller: any }) {
   const { state, derived, actions } = controller;
+  const { colors } = useAppTheme();
   const logRender = React.useMemo(() => makeDevThrottleLogger("PhotoStep"), []);
   const displayAutofillSummary = derived.previewPhotoUri ? state.lastAutofillSummary : "";
-  const rawAiCategory = state.aiPrediction?.category || "none";
-  const rawAiColors =
-    Array.isArray(state.aiPrediction?.colors) && state.aiPrediction.colors.length
-      ? state.aiPrediction.colors.join(" / ")
-      : "none";
-  const appliedCategory = state.finalPrediction?.category || "none";
-  const appliedColors =
-    Array.isArray(state.finalPrediction?.colors) && state.finalPrediction.colors.length
-      ? state.finalPrediction.colors.join(" / ")
-      : "none";
   logRender({
     uploading: state.uploadingPhoto,
     aiStatus: state.aiStatus,
@@ -34,48 +26,22 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
         right={<RequiredBadge />}
         subtitle="Start with a clean photo. AI autofill runs in the background while you keep going."
       />
-      {state.uploadingPhoto ? <Text>Uploading photo...</Text> : null}
+      {state.uploadingPhoto ? <Text style={{ color: colors.textSecondary }}>Uploading photo...</Text> : null}
       {!state.isEdit && (state.autofillStatus || displayAutofillSummary || state.autofillError) ? (
         <View style={controller.styles.inlineInfo}>
-          <Text style={{ fontSize: 14, fontWeight: "800" }}>
+          <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }}>
             {state.autofillStatus || "AI idle"}
           </Text>
           {state.aiStatus === "running" ? (
-            <Text style={{ color: "#666" }}>
+            <Text style={{ color: colors.textSecondary }}>
               {state.aiStage ? `${state.aiStage}…` : "Running…"}
             </Text>
           ) : null}
           {displayAutofillSummary ? (
-            <Text style={{ color: "#666" }}>{displayAutofillSummary}</Text>
+            <Text style={{ color: colors.textSecondary }}>{displayAutofillSummary}</Text>
           ) : null}
           {state.autofillError ? (
-            <Text style={{ color: "#b91c1c", fontWeight: "700" }}>{state.autofillError}</Text>
-          ) : null}
-          <Text style={{ color: "#666", fontSize: 12 }}>
-            Raw AI: {rawAiCategory} | {rawAiColors}
-          </Text>
-          <Text style={{ color: "#666", fontSize: 12 }}>
-            Applied: {appliedCategory} | {appliedColors}
-          </Text>
-          {state.aiDebugRawPayload ? (
-            <View
-              style={{
-                marginTop: 6,
-                padding: 10,
-                borderRadius: 10,
-                backgroundColor: "rgba(255,255,255,0.04)",
-              }}
-            >
-              <Text style={{ color: "#9ca3af", fontSize: 11, fontWeight: "700", marginBottom: 4 }}>
-                Full AI payload
-              </Text>
-              <Text
-                selectable
-                style={{ color: "#9ca3af", fontSize: 11, lineHeight: 16, fontFamily: "Courier" }}
-              >
-                {state.aiDebugRawPayload}
-              </Text>
-            </View>
+            <Text style={{ color: colors.danger, fontWeight: "800" }}>{state.autofillError}</Text>
           ) : null}
           {state.aiStatus === "error" ? (
             <Pressable
@@ -89,13 +55,13 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
       ) : null}
       {state.uploadError ? (
         <View style={{ gap: 8 }}>
-          <Text style={{ color: "#b91c1c", fontWeight: "700" }}>{state.uploadError}</Text>
+          <Text style={{ color: colors.danger, fontWeight: "800" }}>{state.uploadError}</Text>
           <View style={{ flexDirection: "row", gap: 8 }}>
             <Pressable
               onPress={() => void actions.retryPhotoUpload()}
-              style={[controller.styles.btnSecondary, { borderColor: "#b91c1c" }]}
+              style={[controller.styles.btnSecondary, { borderColor: colors.danger }]}
             >
-              <Text style={[controller.styles.btnSecondaryText, { color: "#b91c1c" }]}>
+              <Text style={[controller.styles.btnSecondaryText, { color: colors.danger }]}>
                 Retry upload
               </Text>
             </Pressable>
@@ -104,13 +70,13 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
       ) : null}
       {state.bgRemovalError ? (
         <View style={{ gap: 8 }}>
-          <Text style={{ color: "#b91c1c", fontWeight: "700" }}>{state.bgRemovalError}</Text>
+          <Text style={{ color: colors.danger, fontWeight: "800" }}>{state.bgRemovalError}</Text>
           <View style={{ flexDirection: "row", gap: 8 }}>
             <Pressable
               onPress={() => void actions.retryBackgroundRemoval()}
-              style={[controller.styles.btnSecondary, { borderColor: "#b91c1c" }]}
+              style={[controller.styles.btnSecondary, { borderColor: colors.danger }]}
             >
-              <Text style={[controller.styles.btnSecondaryText, { color: "#b91c1c" }]}>
+              <Text style={[controller.styles.btnSecondaryText, { color: colors.danger }]}>
                 Retry cutout
               </Text>
             </Pressable>
@@ -176,10 +142,10 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
               justifyContent: "space-between",
             }}
           >
-            <Text style={{ color: "#111", fontSize: 14, fontWeight: "800" }}>
+            <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }}>
               Item photos
             </Text>
-            <Text style={{ color: "#666", fontSize: 12 }}>
+            <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
               Mark a primary image and reorder before save
             </Text>
           </View>
@@ -205,9 +171,9 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
                       style={{
                         borderRadius: 16,
                         borderWidth: 2,
-                        borderColor: isPrimary ? "#111" : "rgba(17,17,17,0.12)",
+                        borderColor: isPrimary ? colors.ctaCream : colors.border,
                         overflow: "hidden",
-                        backgroundColor: "#f3f4f6",
+                        backgroundColor: colors.outfitBoardBackground,
                       }}
                     >
                       {previewUri ? (
@@ -217,7 +183,7 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
                           resizeMode="contain"
                         />
                       ) : (
-                        <View style={{ width: "100%", height: 132, backgroundColor: "#f3f4f6" }} />
+                        <View style={{ width: "100%", height: 132, backgroundColor: colors.outfitBoardBackground }} />
                       )}
                     </Pressable>
                     <View style={{ gap: 6 }}>
@@ -227,15 +193,15 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
                           controller.styles.btnSecondary,
                           {
                             paddingVertical: 8,
-                            backgroundColor: isPrimary ? "#111" : "#fff",
-                            borderColor: isPrimary ? "#111" : "rgba(17,17,17,0.12)",
+                            backgroundColor: isPrimary ? colors.ctaCream : colors.chipBackground,
+                            borderColor: isPrimary ? colors.ctaCream : colors.border,
                           },
                         ]}
                       >
                         <Text
                           style={[
                             controller.styles.btnSecondaryText,
-                            { color: isPrimary ? "#fff" : "#111", fontSize: 12 },
+                            { color: isPrimary ? colors.ctaText : colors.text, fontSize: 12 },
                           ]}
                         >
                           {isPrimary ? "Primary" : "Make primary"}
@@ -265,9 +231,9 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
                       </View>
                       <Pressable
                         onPress={() => actions.removeSelectedPhoto(entry.id)}
-                        style={[controller.styles.btnSecondary, { borderColor: "#b91c1c" }]}
+                        style={[controller.styles.btnSecondary, { borderColor: colors.danger }]}
                       >
-                        <Text style={[controller.styles.btnSecondaryText, { color: "#b91c1c", fontSize: 12 }]}>
+                        <Text style={[controller.styles.btnSecondaryText, { color: colors.danger, fontSize: 12 }]}>
                           Remove
                         </Text>
                       </Pressable>
@@ -295,7 +261,7 @@ export const PhotoStep = React.memo(function PhotoStep({ controller }: { control
       ) : null}
       {!state.isEdit && state.ingestionStatus === "done" && state.lastAutofillSummary ? (
         <View style={controller.styles.inlineInfo}>
-          <Text style={{ fontSize: 13, color: "#666" }}>
+          <Text style={{ fontSize: 13, color: colors.textSecondary }}>
             Review AI details in the next step. You can edit anything manually.
           </Text>
         </View>
diff --git a/src/addItem/steps/ReviewDetailsStepScreen.tsx b/src/addItem/steps/ReviewDetailsStepScreen.tsx
index 26c1a9a..034959c 100644
--- a/src/addItem/steps/ReviewDetailsStepScreen.tsx
+++ b/src/addItem/steps/ReviewDetailsStepScreen.tsx
@@ -3,6 +3,7 @@ import { Text, View } from "react-native";
 
 import { BasicsStep } from "../sections/BasicsStep";
 import { DetailsStep } from "../sections/DetailsStep";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const ReviewDetailsStepScreen = React.memo(function ReviewDetailsStepScreen({
   controller,
@@ -10,6 +11,25 @@ export const ReviewDetailsStepScreen = React.memo(function ReviewDetailsStepScre
   controller: any;
 }) {
   const { derived } = controller;
+  const { colors } = useAppTheme();
+  const aiCardTone =
+    controller.state.aiStatus === "error"
+      ? {
+          borderColor: "rgba(255,77,79,0.32)",
+          backgroundColor: "rgba(255,77,79,0.09)",
+          titleColor: colors.danger,
+        }
+      : controller.state.aiStatus === "running"
+        ? {
+            borderColor: colors.purpleBorder,
+            backgroundColor: colors.purpleSurface,
+            titleColor: colors.lightPurple,
+          }
+        : {
+            borderColor: colors.border,
+            backgroundColor: colors.chipBackground,
+            titleColor: colors.text,
+          };
 
   return (
     <View style={{ gap: 14 }}>
@@ -17,24 +37,14 @@ export const ReviewDetailsStepScreen = React.memo(function ReviewDetailsStepScre
         <View
           style={{
             borderWidth: 1,
-            borderColor:
-              controller.state.aiStatus === "error"
-                ? "#fca5a5"
-                : controller.state.aiStatus === "running"
-                  ? "#cbd5e1"
-                  : "#e5e7eb",
-            backgroundColor:
-              controller.state.aiStatus === "error"
-                ? "#fef2f2"
-                : controller.state.aiStatus === "running"
-                  ? "#f8fafc"
-                  : "#fff",
+            borderColor: aiCardTone.borderColor,
+            backgroundColor: aiCardTone.backgroundColor,
             borderRadius: 16,
             padding: 12,
             gap: 4,
           }}
         >
-          <Text style={{ fontSize: 13, fontWeight: "800", color: "#111" }}>
+          <Text style={{ fontSize: 13, fontWeight: "900", color: aiCardTone.titleColor }}>
             {controller.state.aiStatus === "running"
               ? controller.state.aiStage
                 ? `Analyzing photo: ${controller.state.aiStage}…`
@@ -43,7 +53,7 @@ export const ReviewDetailsStepScreen = React.memo(function ReviewDetailsStepScre
                 ? "AI couldn’t finish autofill"
                 : "Review AI details"}
           </Text>
-          <Text style={{ color: "#666", fontSize: 13 }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 19 }}>
             {controller.state.aiStatus === "running"
               ? "You can keep editing while the AI fills in category, color, and details."
               : controller.state.autofillError
diff --git a/src/addItem/styles.ts b/src/addItem/styles.ts
index 1a13cdf..37b4d30 100644
--- a/src/addItem/styles.ts
+++ b/src/addItem/styles.ts
@@ -15,27 +15,32 @@ export function createStyles(colors: AppColors) {
     footer: {
       borderTopWidth: 1,
       borderTopColor: colors.border,
-      backgroundColor: colors.surface,
+      backgroundColor: colors.surfaceGlass,
       paddingHorizontal: 16,
       paddingTop: 10,
       gap: 8,
     },
-    ctaStatus: { color: colors.textSecondary, fontSize: 13 },
+    ctaStatus: { color: colors.textSecondary, fontSize: 13, lineHeight: 18 },
     btnPrimary: {
       marginTop: 6,
       paddingVertical: 14,
-      borderRadius: 14,
-      backgroundColor: colors.accent,
+      borderRadius: 16,
+      backgroundColor: colors.ctaCream,
       alignItems: "center",
+      shadowColor: colors.ctaCream,
+      shadowOpacity: 0.18,
+      shadowRadius: 14,
+      shadowOffset: { width: 0, height: 8 },
+      elevation: 3,
     },
     btnSecondary: {
       paddingVertical: 10,
       paddingHorizontal: 14,
-      borderRadius: 12,
+      borderRadius: 14,
       borderWidth: 1,
       borderColor: colors.border,
       alignItems: "center",
-      backgroundColor: colors.surface,
+      backgroundColor: colors.chipBackground,
     },
     btnSecondaryText: { fontWeight: "800", color: colors.text },
     inlineInfo: {
@@ -44,7 +49,7 @@ export function createStyles(colors: AppColors) {
       borderRadius: 16,
       borderWidth: 1,
       borderColor: colors.border,
-      backgroundColor: colors.card,
+      backgroundColor: colors.chipBackground,
     },
   });
 }
diff --git a/src/addItem/ui/CollapsibleHeader.tsx b/src/addItem/ui/CollapsibleHeader.tsx
index 39cde0b..77c4ce7 100644
--- a/src/addItem/ui/CollapsibleHeader.tsx
+++ b/src/addItem/ui/CollapsibleHeader.tsx
@@ -1,5 +1,9 @@
 import React from "react";
-import { Pressable, Text } from "react-native";
+import { Ionicons } from "@expo/vector-icons";
+import { Text, View } from "react-native";
+
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const CollapsibleHeader = React.memo(function CollapsibleHeader({
   title,
@@ -10,17 +14,43 @@ export const CollapsibleHeader = React.memo(function CollapsibleHeader({
   expanded: boolean;
   onPress: () => void;
 }) {
+  const { colors } = useAppTheme();
+
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.98}
       style={{
         flexDirection: "row",
         alignItems: "center",
         justifyContent: "space-between",
+        minHeight: 36,
+        gap: 12,
       }}
     >
-      <Text style={{ fontSize: 18, fontWeight: "800" }}>{title}</Text>
-      <Text style={{ color: "#666", fontWeight: "800" }}>{expanded ? "⌃" : "⌄"}</Text>
-    </Pressable>
+      <Text style={{ color: colors.text, fontSize: 17, lineHeight: 22, fontWeight: "900" }}>
+        {title}
+      </Text>
+      <View
+        style={{
+          width: 30,
+          height: 30,
+          borderRadius: 999,
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: colors.chipBackground,
+          borderWidth: 1,
+          borderColor: colors.border,
+        }}
+      >
+        <Ionicons
+          name={expanded ? "chevron-up" : "chevron-down"}
+          size={16}
+          color={colors.textSecondary}
+        />
+      </View>
+    </AuraPressable>
   );
 });
diff --git a/src/addItem/ui/Field.tsx b/src/addItem/ui/Field.tsx
index 7a62698..f184d7c 100644
--- a/src/addItem/ui/Field.tsx
+++ b/src/addItem/ui/Field.tsx
@@ -1,6 +1,8 @@
 import React from "react";
 import { Text, View } from "react-native";
 
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
 export const Field = React.memo(function Field({
   label,
   children,
@@ -10,6 +12,8 @@ export const Field = React.memo(function Field({
   children: React.ReactNode;
   right?: React.ReactNode;
 }) {
+  const { colors } = useAppTheme();
+
   return (
     <View style={{ gap: 8 }}>
       <View
@@ -20,7 +24,9 @@ export const Field = React.memo(function Field({
           gap: 8,
         }}
       >
-        <Text style={{ fontSize: 16, fontWeight: "700" }}>{label}</Text>
+        <Text style={{ color: colors.text, fontSize: 15, lineHeight: 20, fontWeight: "800" }}>
+          {label}
+        </Text>
         {right}
       </View>
       {children}
diff --git a/src/addItem/ui/MemoTextInputField.tsx b/src/addItem/ui/MemoTextInputField.tsx
index b830363..ba39de5 100644
--- a/src/addItem/ui/MemoTextInputField.tsx
+++ b/src/addItem/ui/MemoTextInputField.tsx
@@ -1,14 +1,7 @@
 import React, { useCallback, useEffect, useRef, useState } from "react";
 import { TextInput, View } from "react-native";
 
-const input = {
-  borderWidth: 1,
-  borderColor: "#ddd",
-  borderRadius: 12,
-  paddingHorizontal: 12,
-  paddingVertical: 10,
-  fontSize: 16,
-} as const;
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const MemoTextInputField = React.memo(function MemoTextInputField({
   value,
@@ -27,6 +20,7 @@ export const MemoTextInputField = React.memo(function MemoTextInputField({
   containerStyle?: any;
   inputStyle?: any;
 }) {
+  const { colors } = useAppTheme();
   const [localValue, setLocalValue] = useState(value);
   const timeoutRef = useRef<ReturnType<typeof setTimeout> | null>(null);
 
@@ -65,9 +59,27 @@ export const MemoTextInputField = React.memo(function MemoTextInputField({
         }}
         onBlur={() => commitNow(localValue)}
         placeholder={placeholder}
+        placeholderTextColor={colors.textMuted}
         multiline={multiline}
         keyboardType={keyboardType}
-        style={[input, inputStyle]}
+        cursorColor={colors.lightPurple}
+        selectionColor={colors.lightPurple}
+        style={[
+          {
+            minHeight: 46,
+            borderWidth: 1,
+            borderColor: colors.border,
+            borderRadius: 14,
+            paddingHorizontal: 13,
+            paddingVertical: 11,
+            color: colors.text,
+            backgroundColor: colors.inputBackground,
+            fontSize: 15,
+            lineHeight: 20,
+            fontWeight: "600",
+          },
+          inputStyle,
+        ]}
       />
     </View>
   );
diff --git a/src/addItem/ui/Pill.tsx b/src/addItem/ui/Pill.tsx
index 0681581..b6ead46 100644
--- a/src/addItem/ui/Pill.tsx
+++ b/src/addItem/ui/Pill.tsx
@@ -1,5 +1,8 @@
 import React from "react";
-import { Pressable, Text } from "react-native";
+import { Text } from "react-native";
+
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const Pill = React.memo(function Pill({
   label,
@@ -10,19 +13,36 @@ export const Pill = React.memo(function Pill({
   active: boolean;
   onPress: () => void;
 }) {
+  const { colors } = useAppTheme();
+
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.96}
+      pressedOpacity={0.88}
       style={{
+        minHeight: 38,
+        justifyContent: "center",
         paddingVertical: 8,
         paddingHorizontal: 14,
         borderRadius: 999,
         borderWidth: 1,
-        borderColor: active ? "#111" : "#ddd",
-        backgroundColor: active ? "#111" : "transparent",
+        borderColor: active ? colors.ctaCream : colors.border,
+        backgroundColor: active ? colors.ctaCream : colors.chipBackground,
       }}
     >
-      <Text style={{ color: active ? "#fff" : "#111", fontWeight: "700" }}>{label}</Text>
-    </Pressable>
+      <Text
+        style={{
+          color: active ? colors.ctaText : colors.text,
+          fontSize: 13,
+          lineHeight: 17,
+          fontWeight: "800",
+        }}
+      >
+        {label}
+      </Text>
+    </AuraPressable>
   );
 });
diff --git a/src/addItem/ui/RequiredBadge.tsx b/src/addItem/ui/RequiredBadge.tsx
index a0d8e50..ea3cd51 100644
--- a/src/addItem/ui/RequiredBadge.tsx
+++ b/src/addItem/ui/RequiredBadge.tsx
@@ -1,19 +1,25 @@
 import React from "react";
 import { Text, View } from "react-native";
 
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
 export const RequiredBadge = React.memo(function RequiredBadge() {
+  const { colors } = useAppTheme();
+
   return (
     <View
       style={{
         paddingVertical: 4,
         paddingHorizontal: 8,
         borderRadius: 999,
-        backgroundColor: "#f4f4f5",
+        backgroundColor: colors.purpleSurface,
         borderWidth: 1,
-        borderColor: "#e4e4e7",
+        borderColor: colors.purpleBorder,
       }}
     >
-      <Text style={{ color: "#444", fontSize: 11, fontWeight: "800" }}>Required</Text>
+      <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900" }}>
+        Required
+      </Text>
     </View>
   );
 });
diff --git a/src/addItem/ui/SectionCard.tsx b/src/addItem/ui/SectionCard.tsx
index 27defde..37dbf0c 100644
--- a/src/addItem/ui/SectionCard.tsx
+++ b/src/addItem/ui/SectionCard.tsx
@@ -1,20 +1,31 @@
 import React from "react";
 import { View } from "react-native";
 
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+
 export const SectionCard = React.memo(function SectionCard({
   children,
 }: {
   children: React.ReactNode;
 }) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
   return (
     <View
       style={{
         gap: 12,
-        padding: 14,
-        borderRadius: 18,
+        padding: layout.cardPadding,
+        borderRadius: layout.mediumRadius,
         borderWidth: 1,
-        borderColor: "#ececec",
-        backgroundColor: "#fff",
+        borderColor: colors.border,
+        backgroundColor: "rgba(255,255,255,0.045)",
+        shadowColor: colors.shadow,
+        shadowOpacity: 0.12,
+        shadowRadius: 18,
+        shadowOffset: { width: 0, height: 10 },
+        elevation: 2,
       }}
     >
       {children}
diff --git a/src/addItem/ui/SectionTitle.tsx b/src/addItem/ui/SectionTitle.tsx
index 990f640..d24f6fb 100644
--- a/src/addItem/ui/SectionTitle.tsx
+++ b/src/addItem/ui/SectionTitle.tsx
@@ -1,6 +1,8 @@
 import React from "react";
 import { Text, View } from "react-native";
 
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
 export const SectionTitle = React.memo(function SectionTitle({
   title,
   subtitle,
@@ -10,6 +12,8 @@ export const SectionTitle = React.memo(function SectionTitle({
   subtitle?: string;
   right?: React.ReactNode;
 }) {
+  const { colors } = useAppTheme();
+
   return (
     <View style={{ gap: subtitle ? 4 : 0 }}>
       <View
@@ -20,10 +24,16 @@ export const SectionTitle = React.memo(function SectionTitle({
           gap: 10,
         }}
       >
-        <Text style={{ fontSize: 18, fontWeight: "800" }}>{title}</Text>
+        <Text style={{ color: colors.text, fontSize: 18, lineHeight: 23, fontWeight: "900" }}>
+          {title}
+        </Text>
         {right}
       </View>
-      {subtitle ? <Text style={{ color: "#666", lineHeight: 18 }}>{subtitle}</Text> : null}
+      {subtitle ? (
+        <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
+          {subtitle}
+        </Text>
+      ) : null}
     </View>
   );
 });
diff --git a/src/addItem/useAddItemController.ts b/src/addItem/useAddItemController.ts
index a43905e..c7e61a5 100644
--- a/src/addItem/useAddItemController.ts
+++ b/src/addItem/useAddItemController.ts
@@ -25,6 +25,7 @@ import { useAuth } from "../hooks/useAuth";
 import { useAppTheme } from "../hooks/useAppTheme";
 import { db } from "../lib/firebase";
 import { getDefaultSizeForSelection, loadUserProfilePreferences } from "../lib/userProfile";
+import { getCachedProfilePreferences } from "../lib/localCache";
 import { SUB_CATEGORIES, type Category } from "../shared/wardrobeTaxonomy";
 import type { UserProfilePreferences } from "../types/UserProfilePreferences";
 
@@ -90,9 +91,17 @@ export function useAddItemController({
       setProfilePreferences(null);
       return;
     }
-    void loadUserProfilePreferences(uid).then((profile) => {
-      if (!cancelled) setProfilePreferences(profile);
+    setProfilePreferences(null);
+    void getCachedProfilePreferences(uid).then((cached) => {
+      if (!cancelled && cached?.data) setProfilePreferences(cached.data);
     });
+    void loadUserProfilePreferences(uid)
+      .then((profile) => {
+        if (!cancelled) setProfilePreferences(profile);
+      })
+      .catch(() => {
+        if (!cancelled) setProfilePreferences(null);
+      });
     return () => {
       cancelled = true;
     };
@@ -261,27 +270,32 @@ export function useAddItemController({
     if (existingDraftId && uid) {
       createSessionRef.current.draftId = existingDraftId;
       const sessionId = createSessionRef.current.sessionId;
-      void getDoc(doc(db, "users", uid, "items", existingDraftId)).then((snap) => {
-        if (createSessionRef.current.sessionId !== sessionId) return;
-        if (!snap.exists()) {
-          createSessionRef.current.draftId = null;
-          extraction.actions.resetDraftTracking?.();
-          return;
-        }
-        const data = snap.data() as any;
-        if (data?.isDraft !== true) {
-          // Prevent finalized items from being re-hydrated into add-item as an active draft.
+      void getDoc(doc(db, "users", uid, "items", existingDraftId))
+        .then((snap) => {
+          if (createSessionRef.current.sessionId !== sessionId) return;
+          if (!snap.exists()) {
+            createSessionRef.current.draftId = null;
+            extraction.actions.resetDraftTracking?.();
+            return;
+          }
+          const data = snap.data() as any;
+          if (data?.isDraft !== true) {
+            // Prevent finalized items from being re-hydrated into add-item as an active draft.
+            createSessionRef.current.draftId = null;
+            extraction.actions.resetDraftTracking?.();
+            return;
+          }
+          extraction.actions.maybeApplyAutofillFromDraft(data);
+          extraction.actions.attachDraftSubscription(
+            existingDraftId,
+            sessionId,
+            extraction.refs.aiRunIdRef.current
+          );
+        })
+        .catch(() => {
+          if (createSessionRef.current.sessionId !== sessionId) return;
           createSessionRef.current.draftId = null;
-          extraction.actions.resetDraftTracking?.();
-          return;
-        }
-        extraction.actions.maybeApplyAutofillFromDraft(data);
-        extraction.actions.attachDraftSubscription(
-          existingDraftId,
-          sessionId,
-          extraction.refs.aiRunIdRef.current
-        );
-      });
+        });
     }
   }, [
     draft.actions,
diff --git a/src/bg/removeBackground.ts b/src/bg/removeBackground.ts
index bbe44a7..28fe076 100644
--- a/src/bg/removeBackground.ts
+++ b/src/bg/removeBackground.ts
@@ -2,6 +2,7 @@ import {
   isNativeBackgroundRemovalSupported,
   removeBackground as removeBackgroundCrossPlatform,
 } from "@six33/react-native-bg-removal";
+import * as FileSystem from "expo-file-system/legacy";
 import {
   // Legacy iOS-only — replaced by @six33/react-native-bg-removal
   isAvailable as isVisionBgNativeAvailable,
@@ -28,6 +29,9 @@ type BackgroundRemovalResult = {
   method: "client" | "none";
 };
 
+const LOCAL_IMAGE_PREP_ERROR =
+  "We couldn't prepare this photo for background removal. Please try again.";
+
 export function isVisionBackgroundRemovalAvailable(): boolean {
   return Platform.OS === "ios" && isVisionBgNativeAvailable();
 }
@@ -59,6 +63,66 @@ function normalizeFileUri(uri: string) {
   return u;
 }
 
+function isRemoteUri(uri: string) {
+  return /^https?:\/\//i.test(uri);
+}
+
+function extensionForImageUri(uri: string) {
+  try {
+    const path = new URL(uri).pathname;
+    const match = path.match(/\.([a-z0-9]+)$/i);
+    const extension = String(match?.[1] ?? "").toLowerCase();
+    if (["jpg", "jpeg", "png", "heic", "heif", "webp"].includes(extension)) {
+      return extension === "jpeg" ? "jpg" : extension;
+    }
+  } catch {
+    const path = uri.split("?")[0] ?? "";
+    const match = path.match(/\.([a-z0-9]+)$/i);
+    const extension = String(match?.[1] ?? "").toLowerCase();
+    if (["jpg", "jpeg", "png", "heic", "heif", "webp"].includes(extension)) {
+      return extension === "jpeg" ? "jpg" : extension;
+    }
+  }
+  return "jpg";
+}
+
+export async function ensureLocalImageUri(uri: string): Promise<string> {
+  const normalized = normalizeFileUri(uri);
+  if (!normalized) {
+    throw new Error(LOCAL_IMAGE_PREP_ERROR);
+  }
+
+  if (!isRemoteUri(normalized)) {
+    return normalized;
+  }
+
+  const cacheDirectory = FileSystem.cacheDirectory;
+  if (!cacheDirectory) {
+    throw new Error(LOCAL_IMAGE_PREP_ERROR);
+  }
+
+  const extension = extensionForImageUri(normalized);
+  const destination = `${cacheDirectory}bg-removal-${Date.now()}-${Math.random()
+    .toString(36)
+    .slice(2, 10)}.${extension}`;
+
+  try {
+    const result = await FileSystem.downloadAsync(normalized, destination);
+    const localUri = normalizeFileUri(result.uri);
+    const info = await FileSystem.getInfoAsync(localUri);
+    if (!info.exists) {
+      throw new Error("Downloaded file does not exist.");
+    }
+    return localUri;
+  } catch (error) {
+    console.warn("[BgRemoval] failed to cache remote image", {
+      uri: normalized,
+      message: getErrorMessage(error),
+    });
+    throw new Error(LOCAL_IMAGE_PREP_ERROR);
+  }
+}
+
 function normalizeOptions(
   options?: RemoveBackgroundOptions
 ): Required<RemoveBackgroundOptions> {
@@ -203,10 +267,11 @@ export async function removeBackground(
   options?: RemoveBackgroundOptions
 ): Promise<BackgroundRemovalResult> {
   console.log("[BgRemoval] Platform:", Platform.OS);
+  const inputUri = await ensureLocalImageUri(localUri);
 
   if (Platform.OS === "android") {
     try {
-      return await removeBackgroundAndroid(localUri);
+      return await removeBackgroundAndroid(inputUri);
     } catch (e) {
       console.warn("[BgRemoval] Android native failed:", e);
       throw e instanceof Error ? e : new Error("Android background removal failed.");
@@ -219,24 +284,25 @@ export async function removeBackground(
 
   if (Platform.OS !== "ios") {
     console.log("[BgRemoval] Falling back to server-side");
-    return originalResult(localUri);
+    return originalResult(inputUri);
   }
 
   const available = isVisionBgNativeAvailable();
   const normalizedOptions = normalizeOptions(options);
   console.log("[VisionBG] removeBackground called", {
     available,
-    input: localUri,
+    input: inputUri,
+    originalInput: localUri,
     options: normalizedOptions,
   });
 
   if (!available) {
     console.log("[BgRemoval] Falling back to server-side");
-    return originalResult(localUri);
+    return originalResult(inputUri);
   }
 
   try {
-    const result = await removeBackgroundNative(localUri, normalizedOptions);
+    const result = await removeBackgroundNative(inputUri, normalizedOptions);
     console.log("[VisionBG] native result raw:", result);
 
     const rawOut = String((result as any)?.uri ?? "").trim();
@@ -277,7 +343,7 @@ export async function removeBackground(
       hasTransparency,
       transparentPixelRatio,
       transparentPixelCount,
-      changed: outputUri && outputUri !== normalizeFileUri(localUri),
+      changed: outputUri && outputUri !== normalizeFileUri(inputUri),
     });
 
     if (!outputUri) {
@@ -286,7 +352,7 @@ export async function removeBackground(
       );
     }
 
-    if (outputUri !== normalizeFileUri(localUri)) {
+    if (outputUri !== normalizeFileUri(inputUri)) {
       return {
         uri: outputUri,
         width,
@@ -301,18 +367,18 @@ export async function removeBackground(
       };
     }
 
-    if (outputUri === normalizeFileUri(localUri)) {
+    if (outputUri === normalizeFileUri(inputUri)) {
       console.warn("[VisionBG] native returned original URI; treating as no-op", {
-        input: normalizeFileUri(localUri),
+        input: normalizeFileUri(inputUri),
         output: outputUri,
       });
     }
 
     console.log("[BgRemoval] Falling back to server-side");
-    return originalResult(localUri);
+    return originalResult(inputUri);
   } catch (error) {
     console.warn("[VisionBG] FAILED; returning original uri", error);
     console.log("[BgRemoval] Falling back to server-side");
-    return originalResult(localUri);
+    return originalResult(inputUri);
   }
 }
diff --git a/src/components/PhotoEditorSection.tsx b/src/components/PhotoEditorSection.tsx
index 569b1ef..0e3e44e 100644
--- a/src/components/PhotoEditorSection.tsx
+++ b/src/components/PhotoEditorSection.tsx
@@ -14,6 +14,7 @@ import {
   useWindowDimensions,
 } from "react-native";
 import { SafeScreen } from "./SafeScreen";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 type PhotoEditorSectionProps = {
   previewUri: string | null;
@@ -404,7 +405,6 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
     normalizedPreviewUri = null,
     cleanedPreviewUri = null,
     fallbackPreviewUri = null,
-    hasCutoutPreview = false,
     maskDebugUri = null,
     refineValue,
     edgePolish = 0.5,
@@ -433,6 +433,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
     onAdjust,
     onRefineOpen,
   } = props;
+  const { colors } = useAppTheme();
   const [isModalVisible, setIsModalVisible] = useState(false);
   const [sliderErrored, setSliderErrored] = useState(false);
   const [activeModalPreview, setActiveModalPreview] = useState<"cutout" | "mask">("cutout");
@@ -468,6 +469,25 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
   ]);
 
   const useNativeSlider = Platform.OS === "ios" && !sliderErrored;
+  const themedEditorButton = {
+    ...editorButton,
+    borderColor: colors.border,
+    backgroundColor: colors.chipBackground,
+  };
+  const themedPrimaryEditorButton = {
+    ...editorButton,
+    borderColor: colors.ctaCream,
+    backgroundColor: colors.ctaCream,
+  };
+  const themedEditorButtonText = {
+    ...editorButtonText,
+    color: colors.text,
+  };
+  const themedPrimaryEditorButtonText = {
+    ...editorButtonText,
+    color: colors.ctaText,
+  };
+  const emptyPreviewHeight = Math.min(260, Math.max(210, screenHeight * 0.28));
 
   function handleNativeSliderError() {
     setSliderErrored(true);
@@ -481,8 +501,8 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
           padding: 12,
           borderRadius: 20,
           borderWidth: 1,
-          borderColor: "#ebebeb",
-          backgroundColor: "#fff",
+          borderColor: colors.border,
+          backgroundColor: colors.inputBackground,
         }}
       >
         {displayedPreviewUri ? (
@@ -499,17 +519,17 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
           <View
             style={{
               width: "100%",
-              aspectRatio: 1,
+              height: emptyPreviewHeight,
               borderRadius: 18,
               borderWidth: 1,
-              borderColor: "#e7e7e7",
-              backgroundColor: "#f3f3f3",
+              borderColor: colors.border,
+              backgroundColor: colors.surfaceSoft,
               alignItems: "center",
               justifyContent: "center",
               paddingHorizontal: 24,
             }}
           >
-            <Text style={{ color: "#666", fontWeight: "700", textAlign: "center" }}>
+            <Text style={{ color: colors.textSecondary, fontWeight: "800", textAlign: "center" }}>
               Pick a photo to start.
             </Text>
           </View>
@@ -524,43 +544,43 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                   setActiveModalPreview("cutout");
                   setIsModalVisible(true);
                 }}
-                style={[editorButton, { minWidth: 120 }]}
+                style={[themedPrimaryEditorButton, { minWidth: 120 }]}
               >
-                <Text style={editorButtonText}>Refine cutout</Text>
+                <Text style={themedPrimaryEditorButtonText}>Refine cutout</Text>
               </Pressable>
             ) : null}
             <Pressable
               onPress={onReplace ?? onPickLibrary}
-              style={[editorButton, { minWidth: 120 }]}
+              style={[themedEditorButton, { minWidth: 120 }]}
             >
-              <Text style={editorButtonText}>Change photo</Text>
+              <Text style={themedEditorButtonText}>Change photo</Text>
             </Pressable>
-            <Pressable onPress={onUseCamera} style={[editorButton, { minWidth: 110 }]}>
-              <Text style={editorButtonText}>Use camera</Text>
+            <Pressable onPress={onUseCamera} style={[themedEditorButton, { minWidth: 110 }]}>
+              <Text style={themedEditorButtonText}>Use camera</Text>
             </Pressable>
-            <Pressable onPress={onRemove} style={editorButton}>
-              <Text style={editorButtonText}>Remove</Text>
+            <Pressable onPress={onRemove} style={themedEditorButton}>
+              <Text style={themedEditorButtonText}>Remove</Text>
             </Pressable>
           </View>
         ) : (
           <View style={{ flexDirection: "row", gap: 8 }}>
-            <Pressable onPress={onPickLibrary} style={[editorButton, { flex: 1 }]}>
-              <Text style={editorButtonText}>Pick from gallery</Text>
+            <Pressable onPress={onPickLibrary} style={[themedPrimaryEditorButton, { flex: 1 }]}>
+              <Text style={themedPrimaryEditorButtonText}>Pick from gallery</Text>
             </Pressable>
-            <Pressable onPress={onUseCamera} style={[editorButton, { flex: 1 }]}>
-              <Text style={editorButtonText}>Use camera</Text>
+            <Pressable onPress={onUseCamera} style={[themedEditorButton, { flex: 1 }]}>
+              <Text style={themedEditorButtonText}>Use camera</Text>
             </Pressable>
           </View>
         )}
 
         {statusText ? (
-          <Text style={{ color: isAiRunning ? "#4b5563" : "#666", fontSize: 13 }}>
+          <Text style={{ color: isAiRunning ? colors.lightPurple : colors.textSecondary, fontSize: 13 }}>
             {statusText}
           </Text>
         ) : null}
 
         {showPendingNote ? (
-          <Text style={{ color: "#666", fontSize: 13 }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 13 }}>
             New photo selected. It will upload to Firebase Storage when you save.
           </Text>
         ) : null}

From a8b311012a8e993dcfb8654e972530e187df3905 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 23:03:42 -0500
Subject: [PATCH 36/93] feat(outfits): improve outfit generation and backend
 logic

---
 functions/src/askAura.ts                      |  16 +-
 functions/src/askAuraStream.ts                |  16 +-
 functions/src/generateAuraSwipeBatch.ts       |   2 +-
 functions/src/generateOutfitsV1.ts            |   2 +-
 functions/src/importProductLink.ts            |  10 +-
 functions/src/outfitChatV1.ts                 |  18 +-
 .../src/shared/auraAccessorySelection.ts      | 210 +++++++
 functions/src/shared/auraCandidatePreview.ts  | 525 +++++++++++++++---
 functions/src/shared/outfitEngine.ts          | 302 +++++++++-
 functions/src/shared/productLinkExtractor.ts  | 132 ++++-
 functions/src/shared/wardrobeSummary.ts       |   3 +-
 shared/accessorySlots.ts                      |  93 ++++
 12 files changed, 1178 insertions(+), 151 deletions(-)
 create mode 100644 functions/src/shared/auraAccessorySelection.ts
 create mode 100644 shared/accessorySlots.ts

diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index f8a9b25..67f7d78 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -9,12 +9,14 @@ import {
   candidatesFromProductExtractions,
   extractImageCandidates,
   fallbackImageCandidates,
+  rankProductExtractionImages,
   type AuraCandidateItem,
 } from "./shared/auraCandidatePreview";
 import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
 import { buildAuraContext } from "./shared/buildAuraContext";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
 import { analyzeOutfitPhoto, isOutfitPhotoIntent } from "./shared/auraOutfitPhotoAnalysis";
+import { dedupeAuraLookAccessories } from "./shared/auraAccessorySelection";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
 import { handleLaundryIntent } from "./shared/laundryIntent";
@@ -396,6 +398,17 @@ function normalizeLookSurface(
     look.stylingNote = shortenLookReply(look.stylingNote);
   }
 
+  const accessorySelection = dedupeAuraLookAccessories(
+    look,
+    auraContext?.preferenceContext ?? null
+  );
+  look.pieces = accessorySelection.pieces;
+  if (DEBUG_AURA_SPARSE && accessorySelection.discarded.length > 0) {
+    logger.info("[AURA_ACCESSORY_SLOT]", {
+      discarded: accessorySelection.discarded.map((entry) => entry.reason),
+    });
+  }
+
   const ownedPieces = look.pieces
     .filter((piece) => piece.source === "closet")
     .map((piece) => piece.itemName)
@@ -842,7 +855,8 @@ export const askAura = onCall(
       try {
         const extractions = [];
         for (const detectedUrl of detectedUrls.slice(0, 5)) {
-          extractions.push(await extractProductFromUrl(detectedUrl.normalized));
+          const extraction = await extractProductFromUrl(detectedUrl.normalized);
+          extractions.push(await rankProductExtractionImages({ client, extraction }));
         }
         logger.info("[AURA_CANDIDATE] callable link preview response", {
           uid,
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 49c0040..f18614d 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -11,6 +11,7 @@ import {
   extractImageCandidates,
   fallbackImageCandidates,
   productCategoryHintsFromText,
+  rankProductExtractionImages,
   rankProductLinkImages,
   type AuraCandidateItem,
 } from "./shared/auraCandidatePreview";
@@ -18,6 +19,7 @@ import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIn
 import { buildAuraContext } from "./shared/buildAuraContext";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
 import { analyzeOutfitPhoto, isOutfitPhotoIntent } from "./shared/auraOutfitPhotoAnalysis";
+import { dedupeAuraLookAccessories } from "./shared/auraAccessorySelection";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
 import { handleLaundryIntent } from "./shared/laundryIntent";
@@ -349,6 +351,17 @@ function normalizeLookSurface(
     look.stylingNote = shortenLookReply(look.stylingNote);
   }
 
+  const accessorySelection = dedupeAuraLookAccessories(
+    look,
+    auraContext?.preferenceContext ?? null
+  );
+  look.pieces = accessorySelection.pieces;
+  if (DEBUG_AURA_SPARSE && accessorySelection.discarded.length > 0) {
+    logger.info("[AURA_ACCESSORY_SLOT]", {
+      discarded: accessorySelection.discarded.map((entry) => entry.reason),
+    });
+  }
+
   const ownedPieces = look.pieces
     .filter((piece) => piece.source === "closet")
     .map((piece) => piece.itemName)
@@ -1312,7 +1325,8 @@ export const askAuraStream = onRequest(
         try {
           const extractions = [];
           for (const detectedUrl of detectedUrls.slice(0, 5)) {
-            extractions.push(await extractProductFromUrl(detectedUrl.normalized));
+            const extraction = await extractProductFromUrl(detectedUrl.normalized);
+            extractions.push(await rankProductExtractionImages({ client, extraction }));
           }
           const data = candidatePreviewResponse(candidatesFromProductExtractions(extractions));
           logger.info("[AURA_CANDIDATE_BACKEND] raw link candidate object before stream", {
diff --git a/functions/src/generateAuraSwipeBatch.ts b/functions/src/generateAuraSwipeBatch.ts
index 16af55a..69a51ce 100644
--- a/functions/src/generateAuraSwipeBatch.ts
+++ b/functions/src/generateAuraSwipeBatch.ts
@@ -178,7 +178,7 @@ function toSwipeLook(
     const item = itemsById.get(pick.itemId);
     if (!item) return [];
     return [{
-      role: (pick.slot === "footwear" ? "shoes" : pick.slot) as "top" | "bottom" | "shoes" | "outerwear",
+      role: (pick.slot === "footwear" ? "shoes" : pick.slot) as "top" | "bottom" | "shoes" | "outerwear" | "accessory",
       itemName: itemLabel(item),
       source: "closet" as const,
       itemId: pick.itemId,
diff --git a/functions/src/generateOutfitsV1.ts b/functions/src/generateOutfitsV1.ts
index 00c276d..1c7affb 100644
--- a/functions/src/generateOutfitsV1.ts
+++ b/functions/src/generateOutfitsV1.ts
@@ -42,7 +42,7 @@ function isOuterwearItem(item: { category?: string | null; subCategory?: string
 
 function enforceOuterwearOnOutfits(params: {
   outfits: Array<{
-    picks: Array<{ slot: "top" | "bottom" | "footwear" | "outerwear"; itemId: string }>;
+    picks: Array<{ slot: "top" | "bottom" | "footwear" | "outerwear" | "accessory"; itemId: string }>;
     score: number;
     reason: string;
     itemIds: string[];
diff --git a/functions/src/importProductLink.ts b/functions/src/importProductLink.ts
index 484438f..926a544 100644
--- a/functions/src/importProductLink.ts
+++ b/functions/src/importProductLink.ts
@@ -1,12 +1,14 @@
 import { HttpsError, onCall } from "firebase-functions/v2/https";
 import { logger } from "firebase-functions/v2";
 import { getFirestore, FieldValue } from "firebase-admin/firestore";
+import OpenAI from "openai";
 
 import {
   ProductLinkError,
   createDraftItemFromProductLink,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
+import { rankProductExtractionImages } from "./shared/auraCandidatePreview";
 
 function messageForError(error: unknown) {
   if (error instanceof ProductLinkError) return error.message;
@@ -53,7 +55,13 @@ export const importProductLink = onCall(
 
     try {
       logger.info("[SNAP_DONE_LINK] importing product link", { uid, url, itemId });
-      const extraction = await extractProductFromUrl(url);
+      const client = new OpenAI({
+        apiKey: process.env.OPENAI_API_KEY,
+      });
+      const extraction = await rankProductExtractionImages({
+        client,
+        extraction: await extractProductFromUrl(url),
+      });
       const created = await createDraftItemFromProductLink({
         uid,
         itemId: itemId ?? undefined,
diff --git a/functions/src/outfitChatV1.ts b/functions/src/outfitChatV1.ts
index b6f0457..4304d25 100644
--- a/functions/src/outfitChatV1.ts
+++ b/functions/src/outfitChatV1.ts
@@ -97,7 +97,11 @@ function normalizeAction(value: unknown): ChatAction {
 
 function normalizeSlot(value: unknown): Slot | null {
   const raw = String(value ?? "").trim().toLowerCase();
-  return raw === "top" || raw === "bottom" || raw === "footwear" || raw === "outerwear"
+  return raw === "top" ||
+    raw === "bottom" ||
+    raw === "footwear" ||
+    raw === "outerwear" ||
+    raw === "accessory"
     ? raw
     : null;
 }
@@ -162,13 +166,14 @@ function normalizeProfile(profile: unknown): UserProfile | null {
 }
 
 function countSlots(items: WardrobeItem[]): Record<Slot, number> {
-  const counts: Record<Slot, number> = {top: 0, bottom: 0, footwear: 0, outerwear: 0};
+  const counts: Record<Slot, number> = {top: 0, bottom: 0, footwear: 0, outerwear: 0, accessory: 0};
   for (const item of items) {
     const category = String(item.category ?? "").trim().toLowerCase();
     if (category === "top" || category === "one_piece") counts.top += 1;
     else if (category === "bottom") counts.bottom += 1;
     else if (category === "footwear" || category === "shoes") counts.footwear += 1;
     else if (category === "outerwear") counts.outerwear += 1;
+    else if (category === "accessory") counts.accessory += 1;
   }
   return counts;
 }
@@ -395,8 +400,8 @@ async function parseChatAction(params: {
 }
 
 function buildIncompleteWardrobeMessage(slotCounts: Record<Slot, number>): string {
-  const missing = (Object.keys(slotCounts) as Slot[])
-    .filter((slot) => slot !== "outerwear" && slotCounts[slot] === 0)
+  const missing = (["top", "bottom", "footwear"] as Slot[])
+    .filter((slot) => slotCounts[slot] === 0)
     .map((slot) => slot.replace(/_/g, " "));
   if (missing.length === 0) {
     return "I can only build partial outfits right now. Add more analyzed items and try again.";
@@ -587,8 +592,9 @@ export const outfitChatV1 = onCall(
           const outfitData = outfitSnap.exists
             ? (outfitSnap.data() as {picks?: Array<{slot: Slot; itemId: string}>} | undefined)
             : null;
-          const currentPicks = Array.isArray(outfitData?.picks)
-            ? outfitData!.picks.filter((pick) => normalizeSlot(pick.slot))
+          const existingPicks = outfitData?.picks;
+          const currentPicks = Array.isArray(existingPicks)
+            ? existingPicks.filter((pick) => normalizeSlot(pick.slot))
             : [];
 
           if (currentPicks.length === 0) {
diff --git a/functions/src/shared/auraAccessorySelection.ts b/functions/src/shared/auraAccessorySelection.ts
new file mode 100644
index 0000000..3878b1c
--- /dev/null
+++ b/functions/src/shared/auraAccessorySelection.ts
@@ -0,0 +1,210 @@
+import {
+  ACCESSORY_SLOT_ORDER,
+  getAccessorySlot,
+  type AccessorySlot,
+} from "../../../shared/accessorySlots";
+
+type AuraAccessoryPieceLike = {
+  role?: string;
+  itemName?: string;
+  source?: string;
+  itemId?: string | null;
+};
+
+type AuraAccessoryLookLike<TPiece extends AuraAccessoryPieceLike> = {
+  lookTitle?: string;
+  vibe?: string;
+  shortExplanation?: string;
+  stylingNote?: string;
+  pieces: TPiece[];
+};
+
+type PreferenceContext = {
+  explicitProfile?: {
+    styleVibes?: string[];
+    experimentationLevel?: "low" | "medium" | "high";
+    favoriteColors?: string[];
+  } | null;
+  learnedProfile?: {
+    confidence?: number;
+    inferredFavoriteColors?: string[];
+  } | null;
+  session?: {
+    currentOccasion?: string;
+    vibeForThisSession?: string;
+  } | null;
+} | null;
+
+export type AccessoryDiscardReason = {
+  slot: AccessorySlot;
+  discardedName: string;
+  winnerName: string;
+  reason: string;
+};
+
+function clean(value: unknown) {
+  return String(value ?? "").trim();
+}
+
+function normalizedText(value: unknown): string {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/[^a-z0-9\s]/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function pieceLabel(piece: AuraAccessoryPieceLike) {
+  return clean(piece.itemName) || "Accessory";
+}
+
+function contextText<TPiece extends AuraAccessoryPieceLike>(
+  look: AuraAccessoryLookLike<TPiece>,
+  preferenceContext?: PreferenceContext
+) {
+  return normalizedText([
+    look.lookTitle,
+    look.vibe,
+    look.shortExplanation,
+    look.stylingNote,
+    preferenceContext?.session?.currentOccasion,
+    preferenceContext?.session?.vibeForThisSession,
+    ...(preferenceContext?.explicitProfile?.styleVibes ?? []),
+  ].filter(Boolean).join(" "));
+}
+
+function inferMood(text: string, preferenceContext?: PreferenceContext) {
+  if (/\b(safe|minimal|clean|simple|quiet|classic|work|office|formal|interview)\b/.test(text)) {
+    return "safe" as const;
+  }
+  if (/\b(bold|statement|party|night|tonight|date|edgy|colorful|standout)\b/.test(text)) {
+    return "bold" as const;
+  }
+  const experimentation = preferenceContext?.explicitProfile?.experimentationLevel;
+  if (experimentation === "low") return "safe" as const;
+  if (experimentation === "high") return "bold" as const;
+  return "balanced" as const;
+}
+
+function favoriteColors(preferenceContext?: PreferenceContext) {
+  const explicit = preferenceContext?.explicitProfile?.favoriteColors ?? [];
+  const learned =
+    (preferenceContext?.learnedProfile?.confidence ?? 0) >= 0.45
+      ? preferenceContext?.learnedProfile?.inferredFavoriteColors ?? []
+      : [];
+  return [...explicit, ...learned].map(normalizedText).filter(Boolean);
+}
+
+function scorePiece(
+  piece: AuraAccessoryPieceLike,
+  slot: AccessorySlot,
+  lookText: string,
+  preferenceContext: PreferenceContext | undefined,
+  index: number
+) {
+  const pieceText = normalizedText(`${piece.itemName ?? ""} ${piece.source ?? ""}`);
+  const mood = inferMood(lookText, preferenceContext);
+  const formal = /\b(formal|office|work|business|interview|wedding|black tie|smart)\b/.test(lookText);
+  const streetwear = /\b(street|streetwear|skate|sneaker|casual|hoodie|cargo)\b/.test(`${lookText} ${pieceText}`);
+  const cold = /\b(cold|winter|snow|freezing|chilly)\b/.test(lookText);
+  const warmSunny = /\b(hot|summer|sun|sunny|beach|humid|warm)\b/.test(lookText);
+  const hasNeutral = /\b(black|white|grey|gray|navy|beige|cream|tan|silver|gold)\b/.test(pieceText);
+  const isMinimal = /\b(minimal|simple|classic|clean|plain|solid|thin|slim|subtle)\b/.test(pieceText);
+  const isStatement = /\b(statement|bold|chunky|logo|graphic|bright|colorful|oversized|monogram)\b/.test(pieceText);
+  const isSporty = /\b(cap|baseball|snapback|beanie|sport|athletic|gym|backpack)\b/.test(pieceText);
+  const hasFavoriteColor = favoriteColors(preferenceContext).some((color) => pieceText.includes(color));
+
+  let score = piece.source === "closet" ? 1.2 : 0.6;
+  if (hasFavoriteColor) score += 1.2;
+  if (hasNeutral) score += 0.6;
+
+  if (mood === "safe") {
+    if (isMinimal || hasNeutral) score += 1.4;
+    if (isStatement) score -= 1.5;
+  } else if (mood === "balanced") {
+    if (isMinimal || hasNeutral) score += 0.9;
+    if (isStatement) score += 0.2;
+  } else {
+    if (isStatement) score += 1.2;
+    if (!hasNeutral) score += 0.4;
+  }
+
+  if (formal) {
+    if (slot === "wrist" || slot === "neck") score += 1;
+    if (slot === "bag" && /\bhandbag\b/.test(pieceText)) score += 0.8;
+    if (isSporty && !streetwear) score -= 2.4;
+  }
+
+  if (streetwear) {
+    if (slot === "headwear") score += 1.3;
+    if (slot === "neck" || slot === "bag") score += 0.45;
+  }
+
+  if (cold) {
+    if (/\bbeanie\b/.test(pieceText)) score += 1.2;
+    if (slot === "eyewear") score -= 0.6;
+  }
+  if (warmSunny) {
+    if (slot === "eyewear") score += 1.2;
+    if (/\bbeanie\b/.test(pieceText)) score -= 1.2;
+  }
+  if (/\b(travel|commute|errand|airport)\b/.test(lookText) && slot === "bag") {
+    score += 0.8;
+  }
+
+  return score - index * 0.001;
+}
+
+export function dedupeAuraLookAccessories<TPiece extends AuraAccessoryPieceLike>(
+  look: AuraAccessoryLookLike<TPiece>,
+  preferenceContext?: PreferenceContext
+): { pieces: TPiece[]; discarded: AccessoryDiscardReason[] } {
+  const lookText = contextText(look, preferenceContext);
+  const grouped: Partial<Record<AccessorySlot, Array<{piece: TPiece; index: number; score: number}>>> = {};
+  const keepIndexes = new Set<number>();
+
+  look.pieces.forEach((piece, index) => {
+    if (piece.role !== "accessory") {
+      keepIndexes.add(index);
+      return;
+    }
+    const slot = getAccessorySlot(piece);
+    if (!slot) {
+      keepIndexes.add(index);
+      return;
+    }
+    grouped[slot] = [
+      ...(grouped[slot] ?? []),
+      {
+        piece,
+        index,
+        score: scorePiece(piece, slot, lookText, preferenceContext, index),
+      },
+    ];
+  });
+
+  const discarded: AccessoryDiscardReason[] = [];
+  for (const slot of ACCESSORY_SLOT_ORDER) {
+    const group = grouped[slot] ?? [];
+    if (!group.length) continue;
+    const ranked = [...group].sort((a, b) => b.score - a.score || a.index - b.index);
+    const winner = ranked[0];
+    keepIndexes.add(winner.index);
+
+    for (const entry of ranked.slice(1)) {
+      const reason = `Discarded accessory "${pieceLabel(entry.piece)}" because ${slot} slot already has "${pieceLabel(winner.piece)}" with better color/vibe score.`;
+      discarded.push({
+        slot,
+        discardedName: pieceLabel(entry.piece),
+        winnerName: pieceLabel(winner.piece),
+        reason,
+      });
+    }
+  }
+
+  return {
+    pieces: look.pieces.filter((_, index) => keepIndexes.has(index)),
+    discarded,
+  };
+}
diff --git a/functions/src/shared/auraCandidatePreview.ts b/functions/src/shared/auraCandidatePreview.ts
index 5bf53e6..61ebf0e 100644
--- a/functions/src/shared/auraCandidatePreview.ts
+++ b/functions/src/shared/auraCandidatePreview.ts
@@ -23,14 +23,21 @@ export type AuraCandidateItem = {
 export type RankedProductImage = {
   url: string;
   score: number;
+  sourceIndex: number;
+  urlScore: number;
   reasons: string[];
   isGarmentOnly: boolean;
   isModelImage: boolean;
   isFrontFacing: boolean;
+  hasFullProductVisible: boolean;
+  isDetailCloseUp: boolean;
+  isCropped: boolean;
+  isThumbnail: boolean;
+  isLifestyleOrBanner: boolean;
   bucket?: ProductImageBucket;
 };
 
-type ProductImageBucket = "garment_only" | "model_editorial" | "unknown";
+type ProductImageBucket = "garment_only" | "model_editorial" | "detail_or_crop" | "unknown";
 
 type RawProductImageRanking = {
   index: number;
@@ -38,10 +45,24 @@ type RawProductImageRanking = {
   isGarmentOnly: boolean;
   isModelImage: boolean;
   isFrontFacing: boolean;
+  hasFullProductVisible: boolean;
+  isDetailCloseUp: boolean;
+  isCropped: boolean;
+  isThumbnail: boolean;
+  isLifestyleOrBanner: boolean;
   containsMultipleGarments: boolean;
   reasons: string[];
 };
 
+type UrlImageSignals = {
+  score: number;
+  reasons: string[];
+  widthHint: number | null;
+  detailPenalty: boolean;
+  thumbnailPenalty: boolean;
+  socialPenalty: boolean;
+};
+
 export function candidatePreviewResponse(candidates: AuraCandidateItem[]) {
   const needsReview = candidates.some((candidate) => candidate.status === "needs_review");
   const response = {
@@ -123,17 +144,134 @@ export function candidatesFromProductExtractions(
   }));
 }
 
+function imageDedupeKey(url: string) {
+  try {
+    const parsed = new URL(url);
+    parsed.hash = "";
+    for (const key of Array.from(parsed.searchParams.keys())) {
+      if (/^(imwidth|width|height|w|h|sw|sh|q|quality)$/i.test(key)) {
+        parsed.searchParams.delete(key);
+      }
+    }
+    const sortedSearch = Array.from(parsed.searchParams.entries())
+      .sort(([a], [b]) => a.localeCompare(b))
+      .map(([key, value]) => `${key.toLowerCase()}=${value.toLowerCase()}`)
+      .join("&");
+    return `${parsed.hostname.toLowerCase()}${parsed.pathname.toLowerCase()}?${sortedSearch}`;
+  } catch {
+    return url.toLowerCase().replace(/([?&])(imwidth|width|height|w|h|sw|sh|q|quality)=\d+/gi, "$1");
+  }
+}
+
+function imageDimensionHints(url: string) {
+  const lower = url.toLowerCase();
+  const values: number[] = [];
+  try {
+    const parsed = new URL(url);
+    for (const key of ["imwidth", "width", "w", "sw", "height", "h", "sh"]) {
+      const value = Number(parsed.searchParams.get(key) ?? 0);
+      if (Number.isFinite(value) && value > 0) values.push(value);
+    }
+  } catch {
+    // Fall back to path parsing below.
+  }
+  for (const dim of lower.matchAll(/(?:_|-|\/)(\d{2,4})(?:x|_|-)(\d{2,4})(?:[._/?-]|$)/g)) {
+    values.push(Number(dim[1]), Number(dim[2]));
+  }
+  return values.filter((value) => Number.isFinite(value) && value > 0);
+}
+
+function urlImageSignals(url: string): UrlImageSignals {
+  const lower = url.toLowerCase();
+  const reasons: string[] = [];
+  const dimensions = imageDimensionHints(url);
+  const widthHint = dimensions.length ? Math.max(...dimensions) : null;
+  let score = 0;
+
+  if (/\.(jpe?g|png|webp)(\?|$)/i.test(lower)) {
+    score += 8;
+    reasons.push("image file extension");
+  }
+  if (/(product|pdp|gallery|main|model|packshot|studio|image|photo)/i.test(lower)) {
+    score += 12;
+    reasons.push("product/gallery URL hint");
+  }
+  if (/(clean|cutout|transparent|isolated|packshot|studio)/i.test(lower)) {
+    score += 18;
+    reasons.push("clean product image URL hint");
+  }
+  if (/image\.hm\.com$/i.test(safeHost(url))) {
+    score += 10;
+    reasons.push("H&M product image host");
+  }
+  if (widthHint) {
+    if (widthHint >= 1000) {
+      score += 18;
+      reasons.push(`large image hint ${widthHint}px`);
+    } else if (widthHint >= 700) {
+      score += 12;
+      reasons.push(`medium-large image hint ${widthHint}px`);
+    } else if (widthHint < 220) {
+      score -= 35;
+      reasons.push(`thumbnail-sized image hint ${widthHint}px`);
+    } else if (widthHint < 420) {
+      score -= 12;
+      reasons.push(`small image hint ${widthHint}px`);
+    }
+  }
+
+  const detailPenalty = /(detail|close[-_ ]?up|zoom|macro|fabric|texture|material|crop|cropped|graphic|logo[-_ ]?shot|chest[-_ ]?graphic|print[-_ ]?detail)/i.test(lower);
+  if (detailPenalty) {
+    score -= 55;
+    reasons.push("detail/close-up URL hint");
+  }
+  const thumbnailPenalty = /(thumb|thumbnail|small|swatch|colorchip|sprite|icon|favicon|placeholder|badge|payment|loader)/i.test(lower);
+  if (thumbnailPenalty) {
+    score -= 70;
+    reasons.push("thumbnail/icon URL hint");
+  }
+  const socialPenalty = /(share|social|facebook|pinterest|banner|header|footer|hero|promo|campaign|lifestyle|editorial|nav|ui)/i.test(lower);
+  if (socialPenalty) {
+    score -= 45;
+    reasons.push("social/banner URL hint");
+  }
+
+  return { score, reasons, widthHint, detailPenalty, thumbnailPenalty, socialPenalty };
+}
+
+function safeHost(url: string) {
+  try {
+    return new URL(url).hostname.toLowerCase();
+  } catch {
+    return "";
+  }
+}
+
 function stableUniqueUrls(urls: string[]) {
-  const seen = new Set<string>();
-  return urls
-    .map((url) => String(url ?? "").trim())
-    .filter(Boolean)
-    .filter((url) => {
-      const key = url.toLowerCase();
-      if (seen.has(key)) return false;
-      seen.add(key);
-      return true;
+  const byKey = new Map<string, { url: string; firstIndex: number; variantScore: number }>();
+  urls
+    .map((url, index) => ({ url: String(url ?? "").trim(), index }))
+    .filter((entry) => !!entry.url && !/\s/.test(entry.url))
+    .forEach((entry) => {
+      const key = imageDedupeKey(entry.url);
+      const signals = urlImageSignals(entry.url);
+      const variantScore = (signals.widthHint ?? 0) + signals.score;
+      const existing = byKey.get(key);
+      if (
+        !existing ||
+        variantScore > existing.variantScore ||
+        (variantScore === existing.variantScore && entry.url.localeCompare(existing.url) < 0)
+      ) {
+        byKey.set(key, {
+          url: entry.url,
+          firstIndex: existing?.firstIndex ?? entry.index,
+          variantScore,
+        });
+      }
     });
+  return Array.from(byKey.values())
+    .sort((a, b) => a.firstIndex - b.firstIndex || a.url.localeCompare(b.url))
+    .map((entry) => entry.url);
 }
 
 function productImageReasonText(result: RawProductImageRanking | undefined) {
@@ -156,39 +294,66 @@ function productImageReasonSuggestsGarmentOnly(result: RawProductImageRanking |
   );
 }
 
+function productImageReasonSuggestsDetailOrCrop(result: RawProductImageRanking | undefined) {
+  return /\b(detail|close[-\s]?up|fabric|texture|material|zoom|macro|cropped|crop|partial|logo only|graphic only|chest graphic|print detail|not full|not fully visible|cut off|thumbnail|banner|social|lifestyle)\b/.test(
+    productImageReasonText(result),
+  );
+}
+
 function productImageBucket(result: RawProductImageRanking | undefined): ProductImageBucket {
+  if (
+    result?.isDetailCloseUp ||
+    result?.isCropped ||
+    result?.isThumbnail ||
+    result?.isLifestyleOrBanner ||
+    productImageReasonSuggestsDetailOrCrop(result)
+  ) {
+    return "detail_or_crop";
+  }
   if (result?.isModelImage || productImageReasonSuggestsModel(result)) return "model_editorial";
   if (result?.isGarmentOnly || productImageReasonSuggestsGarmentOnly(result)) return "garment_only";
   return "unknown";
 }
 
-function productImageScore(result: RawProductImageRanking | undefined, bucket: ProductImageBucket) {
+function productImageScore(params: {
+  result: RawProductImageRanking | undefined;
+  bucket: ProductImageBucket;
+  url: string;
+}) {
+  const { result, bucket, url } = params;
   const baseScore = Math.max(0, Math.min(100, Number(result?.score ?? 20)));
-  if (bucket === "garment_only") {
-    return (
-      baseScore +
-      (result?.isFrontFacing ? 40 : 0) -
-      (result?.containsMultipleGarments ? 45 : 0)
-    );
-  }
-  if (bucket === "model_editorial") {
-    return (
-      baseScore +
-      (result?.isFrontFacing ? 10 : 0) -
-      120 -
-      (result?.containsMultipleGarments ? 60 : 0)
-    );
-  }
-  return baseScore - (result?.containsMultipleGarments ? 35 : 0);
+  const signals = urlImageSignals(url);
+  let score = baseScore + signals.score;
+  if (result?.hasFullProductVisible) score += 80;
+  if (result?.isFrontFacing) score += 24;
+  if (result?.isGarmentOnly) score += 22;
+  if (result?.isModelImage) score += result?.hasFullProductVisible ? 8 : -18;
+  if (!result?.hasFullProductVisible) score -= 55;
+  if (result?.containsMultipleGarments) score -= 38;
+  if (result?.isDetailCloseUp || signals.detailPenalty) score -= 120;
+  if (result?.isCropped) score -= 95;
+  if (result?.isThumbnail || signals.thumbnailPenalty) score -= 120;
+  if (result?.isLifestyleOrBanner || signals.socialPenalty) score -= 90;
+  if (bucket === "garment_only") score += 28;
+  if (bucket === "model_editorial") score += result?.hasFullProductVisible ? 10 : -35;
+  if (bucket === "detail_or_crop") score -= 120;
+  return score;
 }
 
 function sortProductImages(items: RankedProductImage[]) {
-  return [...items].sort((a, b) => b.score - a.score);
+  return [...items].sort(
+    (a, b) =>
+      b.score - a.score ||
+      b.urlScore - a.urlScore ||
+      a.sourceIndex - b.sourceIndex ||
+      a.url.localeCompare(b.url),
+  );
 }
 
 function orderProductImageBuckets(items: RankedProductImage[]) {
   const garmentOnly = items.filter((item) => item.bucket === "garment_only");
   const modelEditorial = items.filter((item) => item.bucket === "model_editorial");
+  const detailOrCrop = items.filter((item) => item.bucket === "detail_or_crop");
   const unknown = items.filter((item) => item.bucket === "unknown");
 
   if (garmentOnly.length > 0) {
@@ -196,10 +361,14 @@ function orderProductImageBuckets(items: RankedProductImage[]) {
       ...sortProductImages(garmentOnly),
       ...sortProductImages(unknown),
       ...sortProductImages(modelEditorial),
+      ...sortProductImages(detailOrCrop),
     ];
   }
 
-  return sortProductImages(items);
+  return [
+    ...sortProductImages([...modelEditorial, ...unknown]),
+    ...sortProductImages(detailOrCrop),
+  ];
 }
 
 function logProductImageBuckets(params: {
@@ -209,6 +378,7 @@ function logProductImageBuckets(params: {
   const buckets: Record<ProductImageBucket, string[]> = {
     garment_only: [],
     model_editorial: [],
+    detail_or_crop: [],
     unknown: [],
   };
   for (const item of params.items) {
@@ -218,22 +388,85 @@ function logProductImageBuckets(params: {
     sourceUrl: params.sourceUrl ?? null,
     garmentOnlyCount: buckets.garment_only.length,
     modelEditorialCount: buckets.model_editorial.length,
+    detailOrCropCount: buckets.detail_or_crop.length,
     unknownCount: buckets.unknown.length,
     garmentOnlyUrls: buckets.garment_only,
     modelEditorialUrls: buckets.model_editorial,
+    detailOrCropUrls: buckets.detail_or_crop,
     unknownUrls: buckets.unknown,
   });
   console.info("[LINK_IMAGE_BUCKETS]", {
     sourceUrl: params.sourceUrl ?? null,
     garmentOnlyCount: buckets.garment_only.length,
     modelEditorialCount: buckets.model_editorial.length,
+    detailOrCropCount: buckets.detail_or_crop.length,
     unknownCount: buckets.unknown.length,
     garmentOnlyUrls: buckets.garment_only,
     modelEditorialUrls: buckets.model_editorial,
+    detailOrCropUrls: buckets.detail_or_crop,
     unknownUrls: buckets.unknown,
   });
 }
 
+function rankedImageFromUrlOnly(url: string, sourceIndex: number): RankedProductImage {
+  const signals = urlImageSignals(url);
+  const bucket: ProductImageBucket =
+    signals.detailPenalty || signals.thumbnailPenalty || signals.socialPenalty
+      ? "detail_or_crop"
+      : "unknown";
+  const score =
+    20 +
+    signals.score -
+    (signals.detailPenalty ? 120 : 0) -
+    (signals.thumbnailPenalty ? 120 : 0) -
+    (signals.socialPenalty ? 90 : 0);
+  return {
+    url,
+    sourceIndex,
+    urlScore: signals.score,
+    score,
+    reasons: signals.reasons.length ? signals.reasons : ["URL heuristic only"],
+    isGarmentOnly: false,
+    isModelImage: false,
+    isFrontFacing: false,
+    hasFullProductVisible: false,
+    isDetailCloseUp: signals.detailPenalty,
+    isCropped: signals.detailPenalty,
+    isThumbnail: signals.thumbnailPenalty,
+    isLifestyleOrBanner: signals.socialPenalty,
+    bucket,
+  };
+}
+
+function logRankedProductImages(params: {
+  sourceUrl?: string | null;
+  items: RankedProductImage[];
+  selected: RankedProductImage | undefined;
+}) {
+  console.info("[LINK_IMAGE_RANKING_SUMMARY]", {
+    sourceUrl: params.sourceUrl ?? null,
+    selectedPrimaryImageUrl: params.selected?.url ?? null,
+    selectedScore: params.selected?.score ?? null,
+    selectedReasons: params.selected?.reasons ?? [],
+    rankings: params.items.map((item) => ({
+      sourceIndex: item.sourceIndex,
+      url: item.url,
+      score: item.score,
+      urlScore: item.urlScore,
+      bucket: item.bucket ?? "unknown",
+      isGarmentOnly: item.isGarmentOnly,
+      isModelImage: item.isModelImage,
+      isFrontFacing: item.isFrontFacing,
+      hasFullProductVisible: item.hasFullProductVisible,
+      isDetailCloseUp: item.isDetailCloseUp,
+      isCropped: item.isCropped,
+      isThumbnail: item.isThumbnail,
+      isLifestyleOrBanner: item.isLifestyleOrBanner,
+      reasons: item.reasons,
+    })),
+  });
+}
+
 export async function rankProductLinkImages(params: {
   client: OpenAI;
   imageUrls: string[];
@@ -249,15 +482,36 @@ export async function rankProductLinkImages(params: {
     title: params.title ?? null,
   });
   if (imageUrls.length <= 1) {
-    return imageUrls.map((url) => ({
-      url,
-      score: 50,
-      reasons: ["only image candidate"],
-      isGarmentOnly: false,
-      isModelImage: false,
-      isFrontFacing: false,
-      bucket: "unknown",
+    const ranked = imageUrls.map((url, index) => ({
+      ...rankedImageFromUrlOnly(url, index),
+      score: 50 + urlImageSignals(url).score,
+      reasons: ["only image candidate", ...urlImageSignals(url).reasons],
     }));
+    logProductImageBuckets({ sourceUrl: params.sourceUrl, items: ranked });
+    logRankedProductImages({
+      sourceUrl: params.sourceUrl,
+      items: ranked,
+      selected: ranked[0],
+    });
+    console.info("[LINK_PRIMARY_CHOSEN]", {
+      sourceUrl: params.sourceUrl ?? null,
+      primaryImageUrl: ranked[0]?.url ?? null,
+      bucket: ranked[0]?.bucket ?? null,
+      score: ranked[0]?.score ?? null,
+      reasons: ranked[0]?.reasons ?? [],
+      garmentOnlyAvailable: ranked.some((item) => item.bucket === "garment_only"),
+    });
+    console.info("[LINK_IMAGE_PRIMARY]", {
+      sourceUrl: params.sourceUrl ?? null,
+      primaryImageUrl: ranked[0]?.url ?? null,
+      primaryReasons: ranked[0]?.reasons ?? [],
+      primaryIsGarmentOnly: ranked[0]?.isGarmentOnly ?? false,
+    });
+    console.info("[LINK_IMAGE_SECONDARY]", {
+      sourceUrl: params.sourceUrl ?? null,
+      secondaryImageUrls: ranked.slice(1).map((item) => item.url),
+    });
+    return ranked;
   }
 
   try {
@@ -267,7 +521,7 @@ export async function rankProductLinkImages(params: {
         {
           role: "developer",
           content:
-            "Rank retail product images for wardrobe item ingestion. Classify product-only images separately from model/editorial images. A garment-only/product-only image has no visible person, model, limbs, head, torso, mannequin, or full outfit; it is usually a standalone garment on a plain studio background or flat lay. Any image with a person wearing the item, even if the target product is visible, is model/editorial. If the title says shirt, shorts, jeans, or another specific garment, a full-body model wearing other garments is not garment-only.",
+            "Rank retail product images for wardrobe item ingestion. Prefer the image that shows the complete target garment/product clearly. Penalize detail crops, fabric/texture shots, zoomed logos or chest graphics, thumbnails, banners, social previews, and lifestyle images where the item is not the clear product. A garment-only/product-only image has no visible person, model, limbs, head, torso, mannequin, or full outfit; it is usually a standalone garment on a plain studio background or flat lay. Any image with a person wearing the item, even if the target product is visible, is model/editorial. A full clean model shot is better than a cropped detail close-up. If the title says shirt, shorts, jeans, or another specific garment, a full-body model wearing other garments is not garment-only.",
         },
         {
           role: "user",
@@ -277,7 +531,7 @@ export async function rankProductLinkImages(params: {
               text:
                 `Product title: ${params.title ?? "unknown"}\n` +
                 `Description: ${params.description ?? "unknown"}\n` +
-                "For each image index, score 0-100 for usefulness as the primary wardrobe item image and classify whether it is garment-only/product-only, model/editorial, front-facing/canonical, and whether it contains multiple visible garments. Return JSON only.",
+                "For each image index, score 0-100 for usefulness as the primary wardrobe item image and classify whether it is garment-only/product-only, model/editorial, front-facing/canonical, whether the full target product is visible, whether it is a detail close-up, cropped/partial, thumbnail, social/banner/lifestyle image, and whether it contains multiple visible garments. Return JSON only.",
             },
             ...imageUrls.flatMap((url, index) => [
               {
@@ -312,6 +566,11 @@ export async function rankProductLinkImages(params: {
                     isGarmentOnly: { type: "boolean" },
                     isModelImage: { type: "boolean" },
                     isFrontFacing: { type: "boolean" },
+                    hasFullProductVisible: { type: "boolean" },
+                    isDetailCloseUp: { type: "boolean" },
+                    isCropped: { type: "boolean" },
+                    isThumbnail: { type: "boolean" },
+                    isLifestyleOrBanner: { type: "boolean" },
                     containsMultipleGarments: { type: "boolean" },
                     reasons: {
                       type: "array",
@@ -324,6 +583,11 @@ export async function rankProductLinkImages(params: {
                     "isGarmentOnly",
                     "isModelImage",
                     "isFrontFacing",
+                    "hasFullProductVisible",
+                    "isDetailCloseUp",
+                    "isCropped",
+                    "isThumbnail",
+                    "isLifestyleOrBanner",
                     "containsMultipleGarments",
                     "reasons",
                   ],
@@ -342,51 +606,88 @@ export async function rankProductLinkImages(params: {
         isGarmentOnly: boolean;
         isModelImage: boolean;
         isFrontFacing: boolean;
+        hasFullProductVisible: boolean;
+        isDetailCloseUp: boolean;
+        isCropped: boolean;
+        isThumbnail: boolean;
+        isLifestyleOrBanner: boolean;
         containsMultipleGarments: boolean;
         reasons: string[];
       }[];
     };
     const byIndex = new Map((parsed.rankings ?? []).map((entry) => [Math.trunc(entry.index), entry]));
     const scored = imageUrls.map((url, index) => {
-        const result = byIndex.get(index);
-        const bucket = productImageBucket(result);
-        const score = productImageScore(result, bucket);
-        const item = {
-          url,
-          score,
-          reasons: result?.reasons?.slice(0, 4) ?? ["not ranked by model"],
-          isGarmentOnly: !!result?.isGarmentOnly,
-          isModelImage: !!result?.isModelImage,
-          isFrontFacing: !!result?.isFrontFacing,
-          bucket,
-        };
-        console.info("[LINK_PRIMARY_SCORE]", {
-          sourceUrl: params.sourceUrl ?? null,
-          index,
-          url,
-          bucket: item.bucket,
-          baseScore: result?.score ?? null,
-          score: item.score,
-          isGarmentOnly: item.isGarmentOnly,
-          isModelImage: item.isModelImage,
-          isFrontFacing: item.isFrontFacing,
-          containsMultipleGarments: !!result?.containsMultipleGarments,
-          reasons: item.reasons,
-        });
-        console.info("[LINK_IMAGE_SCORE]", {
-          sourceUrl: params.sourceUrl ?? null,
-          index,
-          url,
-          score: item.score,
-          isGarmentOnly: item.isGarmentOnly,
-          isModelImage: item.isModelImage,
-          isFrontFacing: item.isFrontFacing,
-          reasons: item.reasons,
-        });
-        return item;
+      const result = byIndex.get(index);
+      const signals = urlImageSignals(url);
+      const bucket =
+        signals.detailPenalty || signals.thumbnailPenalty || signals.socialPenalty
+          ? "detail_or_crop"
+          : productImageBucket(result);
+      const score = productImageScore({ result, bucket, url });
+      const combinedReasons = [
+        ...(result?.reasons?.slice(0, 4) ?? ["not ranked by model"]),
+        ...signals.reasons.slice(0, 3),
+      ];
+      const item = {
+        url,
+        sourceIndex: index,
+        urlScore: signals.score,
+        score,
+        reasons: Array.from(new Set(combinedReasons)),
+        isGarmentOnly: !!result?.isGarmentOnly,
+        isModelImage: !!result?.isModelImage,
+        isFrontFacing: !!result?.isFrontFacing,
+        hasFullProductVisible: !!result?.hasFullProductVisible,
+        isDetailCloseUp: !!result?.isDetailCloseUp || signals.detailPenalty,
+        isCropped: !!result?.isCropped,
+        isThumbnail: !!result?.isThumbnail || signals.thumbnailPenalty,
+        isLifestyleOrBanner: !!result?.isLifestyleOrBanner || signals.socialPenalty,
+        bucket,
+      };
+      console.info("[LINK_PRIMARY_SCORE]", {
+        sourceUrl: params.sourceUrl ?? null,
+        index,
+        url,
+        bucket: item.bucket,
+        baseScore: result?.score ?? null,
+        urlScore: item.urlScore,
+        score: item.score,
+        isGarmentOnly: item.isGarmentOnly,
+        isModelImage: item.isModelImage,
+        isFrontFacing: item.isFrontFacing,
+        hasFullProductVisible: item.hasFullProductVisible,
+        isDetailCloseUp: item.isDetailCloseUp,
+        isCropped: item.isCropped,
+        isThumbnail: item.isThumbnail,
+        isLifestyleOrBanner: item.isLifestyleOrBanner,
+        containsMultipleGarments: !!result?.containsMultipleGarments,
+        reasons: item.reasons,
+      });
+      console.info("[LINK_IMAGE_SCORE]", {
+        sourceUrl: params.sourceUrl ?? null,
+        index,
+        url,
+        score: item.score,
+        urlScore: item.urlScore,
+        isGarmentOnly: item.isGarmentOnly,
+        isModelImage: item.isModelImage,
+        isFrontFacing: item.isFrontFacing,
+        hasFullProductVisible: item.hasFullProductVisible,
+        isDetailCloseUp: item.isDetailCloseUp,
+        isCropped: item.isCropped,
+        isThumbnail: item.isThumbnail,
+        isLifestyleOrBanner: item.isLifestyleOrBanner,
+        reasons: item.reasons,
       });
+      return item;
+    });
     logProductImageBuckets({ sourceUrl: params.sourceUrl, items: scored });
     const ranked = orderProductImageBuckets(scored);
+    logRankedProductImages({
+      sourceUrl: params.sourceUrl,
+      items: ranked,
+      selected: ranked[0],
+    });
     console.info("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
@@ -407,20 +708,29 @@ export async function rankProductLinkImages(params: {
     });
     return ranked;
   } catch (error) {
-    console.warn("[LINK_IMAGE_SCORE]", "visual ranking failed; using stable URL order", {
+    console.warn("[LINK_IMAGE_SCORE]", "visual ranking failed; using deterministic URL ranking", {
       sourceUrl: params.sourceUrl ?? null,
       error,
     });
-    const ranked = imageUrls.map((url, index) => ({
-      url,
-      score: imageUrls.length - index,
-      reasons: ["visual ranking unavailable"],
-      isGarmentOnly: false,
-      isModelImage: false,
-      isFrontFacing: false,
-      bucket: "unknown" as const,
-    }));
+    const scored = imageUrls.map((url, index) => rankedImageFromUrlOnly(url, index));
+    const ranked = orderProductImageBuckets(scored);
     logProductImageBuckets({ sourceUrl: params.sourceUrl, items: ranked });
+    for (const item of ranked) {
+      console.info("[LINK_IMAGE_SCORE]", {
+        sourceUrl: params.sourceUrl ?? null,
+        index: item.sourceIndex,
+        url: item.url,
+        score: item.score,
+        urlScore: item.urlScore,
+        bucket: item.bucket,
+        reasons: item.reasons,
+      });
+    }
+    logRankedProductImages({
+      sourceUrl: params.sourceUrl,
+      items: ranked,
+      selected: ranked[0],
+    });
     console.info("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
@@ -429,10 +739,55 @@ export async function rankProductLinkImages(params: {
       reasons: ranked[0]?.reasons ?? [],
       garmentOnlyAvailable: false,
     });
+    console.info("[LINK_IMAGE_PRIMARY]", {
+      sourceUrl: params.sourceUrl ?? null,
+      primaryImageUrl: ranked[0]?.url ?? null,
+      primaryReasons: ranked[0]?.reasons ?? [],
+      primaryIsGarmentOnly: ranked[0]?.isGarmentOnly ?? false,
+    });
+    console.info("[LINK_IMAGE_SECONDARY]", {
+      sourceUrl: params.sourceUrl ?? null,
+      secondaryImageUrls: ranked.slice(1).map((item) => item.url),
+    });
     return ranked;
   }
 }
 
+export async function rankProductExtractionImages(params: {
+  client: OpenAI;
+  extraction: ProductExtraction;
+}): Promise<ProductExtraction> {
+  const rankedImages = await rankProductLinkImages({
+    client: params.client,
+    imageUrls: params.extraction.imageUrls,
+    title: params.extraction.metadata.title,
+    description: params.extraction.metadata.description,
+    sourceUrl: params.extraction.metadata.sourceUrl,
+  });
+  const imageUrls = rankedImages.map((image) => image.url);
+  console.info("[LINK_IMAGE_EXTRACTION_RANKED]", {
+    sourceUrl: params.extraction.metadata.sourceUrl,
+    primaryImageUrl: imageUrls[0] ?? null,
+    imageUrls,
+    rankings: rankedImages.map((image) => ({
+      url: image.url,
+      score: image.score,
+      bucket: image.bucket ?? "unknown",
+      reasons: image.reasons,
+    })),
+  });
+  return {
+    ...params.extraction,
+    imageUrls: imageUrls.length ? imageUrls : params.extraction.imageUrls,
+    partialData: params.extraction.partialData
+      ? {
+          ...params.extraction.partialData,
+          imageUrls: imageUrls.length ? imageUrls : params.extraction.partialData.imageUrls,
+        }
+      : params.extraction.partialData,
+  };
+}
+
 export function productCategoryHintsFromText(title?: string | null, description?: string | null) {
   const text = `${title ?? ""} ${description ?? ""}`.toLowerCase();
   if (/\b(shorts?|trousers?|pants?|jeans?|skirt|leggings?)\b/.test(text)) {
diff --git a/functions/src/shared/outfitEngine.ts b/functions/src/shared/outfitEngine.ts
index f2f54af..7bd0bc5 100644
--- a/functions/src/shared/outfitEngine.ts
+++ b/functions/src/shared/outfitEngine.ts
@@ -5,6 +5,11 @@ import {
   Category,
 } from "./wardrobeTaxonomy";
 import type {CompactAuraMemoryContext} from "../../../shared/auraMemory";
+import {
+  ACCESSORY_SLOT_ORDER,
+  getAccessorySlot,
+  type AccessorySlot,
+} from "../../../shared/accessorySlots";
 
 export const MODEL = "gpt-4.1-mini";
 const ALLOWED_COLOR_SET = new Set<string>(ALLOWED_COLORS);
@@ -34,7 +39,7 @@ const WARMTH_HINTS: Array<{words: string[]; value: number}> = [
   {words: ["spring", "fall", "autumn", "mild"], value: 0.5},
 ];
 
-export type Slot = "top" | "bottom" | "footwear" | "outerwear";
+export type Slot = "top" | "bottom" | "footwear" | "outerwear" | "accessory";
 
 export type OutfitIntentV1 = {
   occasion:
@@ -108,6 +113,14 @@ export type WardrobeItem = {
   draftState?: string | null;
   brand?: string | null;
   name?: string | null;
+  type?: string | null;
+  style?: string | null;
+  formality?: string | null;
+  wearSlot?: "core" | "accessory" | null;
+  material?: string | null;
+  pattern?: string | null;
+  visualWeight?: string | null;
+  aestheticTags?: string[];
   colorLabel?: string | null;
   ingestion?: {status?: string};
   formalityScore?: number;
@@ -408,7 +421,7 @@ function bucketForItem(item: WardrobeItem): Slot | null {
     [
       item.category,
       item.subCategory,
-      (item as { type?: string | null }).type,
+      item.type,
       item.name,
     ]
       .filter(Boolean)
@@ -423,6 +436,13 @@ function bucketForItem(item: WardrobeItem): Slot | null {
   if (category === Category.TOP || category === Category.ONE_PIECE) return "top";
   if (category === Category.BOTTOM) return "bottom";
   if (category === Category.FOOTWEAR || category === "shoes") return "footwear";
+  if (
+    category === Category.ACCESSORY ||
+    item.wearSlot === "accessory" ||
+    getAccessorySlot(item)
+  ) {
+    return "accessory";
+  }
   return null;
 }
 
@@ -516,6 +536,7 @@ function itemCategoryTokens(item: WardrobeItem): string[] {
     normalizeCategoryToken(item.category),
     normalizeCategoryToken(item.subCategory),
     normalizeCategoryToken(bucketForItem(item)),
+    normalizeCategoryToken(getAccessorySlot(item)),
   ].filter(Boolean);
 }
 
@@ -725,6 +746,213 @@ function scoreItem(
   return score;
 }
 
+const DEBUG_OUTFIT_ACCESSORIES =
+  process.env.AURA_DEBUG === "1" ||
+  process.env.EXPO_PUBLIC_AURA_DEBUG === "1" ||
+  process.env.FUNCTIONS_EMULATOR === "true";
+const accessoryDiscardDebugKeys = new Set<string>();
+
+type AccessoryMood = "safe" | "balanced" | "bold";
+
+function itemAccessoryText(item: WardrobeItem): string {
+  return normalizedText([
+    item.category,
+    item.subCategory,
+    item.type,
+    item.name,
+    item.brand,
+    item.style,
+    item.formality,
+    item.material,
+    item.pattern,
+    item.visualWeight,
+    ...(item.aestheticTags ?? []),
+    ...(item.occasionTags ?? []),
+    ...(item.seasonTags ?? []),
+  ].filter(Boolean).join(" "));
+}
+
+function inferAccessoryMood(
+  intent: OutfitIntentV1,
+  preferenceBias: PreferenceBiasContext
+): AccessoryMood {
+  const occasionText = normalizedText(intent.occasion);
+  if (
+    intent.formalityTarget >= 0.72 ||
+    /\b(formal|work|office|interview|smart casual)\b/.test(occasionText) ||
+    preferenceBias.experimentationLevel === "low"
+  ) {
+    return "safe";
+  }
+  if (
+    preferenceBias.experimentationLevel === "high" ||
+    /\b(party|date)\b/.test(occasionText)
+  ) {
+    return "bold";
+  }
+  return "balanced";
+}
+
+function debugAccessoryDiscard(
+  slot: AccessorySlot,
+  discarded: WardrobeItem,
+  winner: WardrobeItem
+) {
+  if (!DEBUG_OUTFIT_ACCESSORIES) return;
+  const key = `${slot}:${discarded.id}:${winner.id}`;
+  if (accessoryDiscardDebugKeys.has(key) || accessoryDiscardDebugKeys.size > 80) return;
+  accessoryDiscardDebugKeys.add(key);
+  console.info(
+    `[AURA_ACCESSORY_SLOT] Discarded accessory "${discarded.name ?? discarded.subCategory ?? discarded.id}" because ${slot} slot already has "${winner.name ?? winner.subCategory ?? winner.id}" with better color/vibe score.`
+  );
+}
+
+function scoreAccessoryForOutfit(
+  accessory: ScoredItem,
+  baseItems: ScoredItem[],
+  intent: OutfitIntentV1,
+  preferenceBias: PreferenceBiasContext
+): number {
+  const slot = getAccessorySlot(accessory.item);
+  const mood = inferAccessoryMood(intent, preferenceBias);
+  const text = itemAccessoryText(accessory.item);
+  const accessoryColors = normalizeItemColors(accessory.item);
+  const baseColors = baseItems.flatMap((entry) => normalizeItemColors(entry.item));
+  const uniqueBaseColors = new Set(baseColors);
+  const hasNeutral = accessoryColors.some((color) => NEUTRAL_COLORS.has(color));
+  const hasNonNeutral = accessoryColors.some((color) => !NEUTRAL_COLORS.has(color));
+  const sharesBaseColor = accessoryColors.some((color) => uniqueBaseColors.has(color));
+  const isMinimal = /\b(minimal|simple|classic|clean|plain|solid|thin|slim|subtle)\b/.test(text);
+  const isStatement = /\b(statement|bold|chunky|logo|graphic|bright|colorful|oversized|monogram)\b/.test(text);
+  const isSporty = /\b(cap|baseball|snapback|beanie|sport|athletic|gym|backpack)\b/.test(text);
+  const isStreetwear = /\b(streetwear|street|skate|sneaker|casual|hoodie|cargo)\b/.test(text);
+  const isFormal =
+    intent.formalityTarget >= 0.72 ||
+    intent.occasion === "formal" ||
+    intent.occasion === "work" ||
+    intent.occasion === "smart_casual";
+  const preferredColors = [
+    ...intent.colorsWanted,
+    ...preferenceBias.explicitFavoriteColors,
+    ...preferenceBias.learnedFavoriteColors,
+  ];
+
+  let score = accessory.score;
+  if (sharesBaseColor) score += 0.1;
+  if (hasNeutral) score += 0.06;
+  if (preferredColors.some((color) => accessoryColors.includes(color))) score += 0.12;
+
+  if (mood === "safe") {
+    if (isMinimal || hasNeutral) score += 0.14;
+    if (isStatement || (hasNonNeutral && !sharesBaseColor)) score -= 0.14;
+  } else if (mood === "balanced") {
+    if (sharesBaseColor || hasNeutral) score += 0.09;
+    if (hasNonNeutral && uniqueBaseColors.size <= 3) score += 0.05;
+    if (isStatement) score -= 0.02;
+  } else {
+    if (isStatement || hasNonNeutral) score += 0.14;
+    if (hasNeutral) score += 0.03;
+  }
+
+  if (isFormal) {
+    if (slot === "wrist" || slot === "neck") score += 0.1;
+    if (slot === "bag" && /\bhandbag\b/.test(text)) score += 0.07;
+    if (isSporty && !isStreetwear) score -= 0.28;
+  }
+
+  if (isStreetwear || intent.occasion === "casual") {
+    if (slot === "headwear") score += 0.13;
+    if (slot === "neck" || slot === "bag") score += 0.04;
+  }
+
+  if (intent.warmthTarget > 0.65) {
+    if (/\bbeanie\b/.test(text)) score += 0.12;
+    if (slot === "eyewear") score -= 0.06;
+  } else if (intent.warmthTarget < 0.35) {
+    if (slot === "eyewear") score += 0.12;
+    if (/\bbeanie\b/.test(text)) score -= 0.12;
+  }
+
+  if (intent.occasion === "travel" && slot === "bag") {
+    score += 0.09;
+  }
+
+  if (uniqueBaseColors.size >= 4 && hasNonNeutral && !sharesBaseColor) {
+    score -= 0.1;
+  }
+
+  return score;
+}
+
+function buildAccessoryVariants(
+  accessoryItems: ScoredItem[],
+  baseItems: ScoredItem[],
+  intent: OutfitIntentV1,
+  preferenceBias: PreferenceBiasContext
+): Array<{chosen: ScoredItem[]; bonus: number}> {
+  if (!intent.niceToHave.includes("accessory") || accessoryItems.length === 0) {
+    return [{chosen: [], bonus: 0}];
+  }
+
+  const baseIds = new Set(baseItems.map((entry) => entry.item.id));
+  const grouped: Partial<Record<AccessorySlot, Array<{value: ScoredItem; score: number; index: number}>>> = {};
+  accessoryItems.forEach((value, index) => {
+    if (baseIds.has(value.item.id)) return;
+    const slot = getAccessorySlot(value.item);
+    if (!slot) return;
+    grouped[slot] = [
+      ...(grouped[slot] ?? []),
+      {
+        value,
+        index,
+        score: scoreAccessoryForOutfit(value, baseItems, intent, preferenceBias),
+      },
+    ];
+  });
+
+  const winners = ACCESSORY_SLOT_ORDER.flatMap((slot) => {
+    const group = grouped[slot] ?? [];
+    if (!group.length) return [];
+    const ranked = [...group].sort((a, b) => b.score - a.score || a.index - b.index);
+    const winner = ranked[0];
+    for (const discarded of ranked.slice(1)) {
+      debugAccessoryDiscard(slot, discarded.value.item, winner.value.item);
+    }
+    return [{...winner, slot}];
+  }).sort((a, b) => b.score - a.score || a.index - b.index);
+
+  const variants: Array<{chosen: ScoredItem[]; bonus: number}> = [{chosen: [], bonus: 0}];
+  const mood = inferAccessoryMood(intent, preferenceBias);
+  const avoidClutter =
+    mood === "safe" ||
+    intent.formalityTarget >= 0.72 ||
+    intent.occasion === "formal" ||
+    intent.occasion === "work";
+
+  for (const winner of winners.slice(0, 5)) {
+    variants.push({
+      chosen: [winner.value],
+      bonus: 0.03 + Math.max(0, winner.score) * 0.04,
+    });
+  }
+
+  if (!avoidClutter) {
+    const pairable = winners.slice(0, 4);
+    for (let i = 0; i < pairable.length; i += 1) {
+      for (let j = i + 1; j < pairable.length; j += 1) {
+        variants.push({
+          chosen: [pairable[i].value, pairable[j].value],
+          bonus:
+            0.04 +
+            Math.max(0, pairable[i].score + pairable[j].score) * 0.025,
+        });
+      }
+    }
+  }
+
+  return variants;
+}
+
 function compatibilityBonus(
   items: WardrobeItem[],
   preferenceBias: PreferenceBiasContext
@@ -803,6 +1031,7 @@ function assembleOutfits(
   bottomItems: ScoredItem[],
   footwearItems: ScoredItem[],
   outerwearItems: ScoredItem[],
+  accessoryItems: ScoredItem[],
   intent: OutfitIntentV1,
   preferenceBias: PreferenceBiasContext,
   count: number,
@@ -820,6 +1049,9 @@ function assembleOutfits(
   const outerwearCandidates = lockedBySlot?.outerwear
     ? outerwearItems.filter((item) => item.item.id === lockedBySlot.outerwear?.id).slice(0, 1)
     : outerwearItems.slice(0, 5);
+  const accessoryCandidates = lockedBySlot?.accessory
+    ? accessoryItems.filter((item) => item.item.id === lockedBySlot.accessory?.id).slice(0, 1)
+    : accessoryItems.slice(0, 14);
   const shouldIncludeOuterwear =
     intent.warmthTarget > 0.65 || intent.niceToHave.includes("outerwear");
   const requiresOuterwear = intent.requireOuterwear === true;
@@ -853,27 +1085,37 @@ function assembleOutfits(
             : [{chosen: base, bonus: 0}];
 
         for (const variant of variantChoices) {
-          const itemScores = variant.chosen.map((value) => value.score);
-          const outfitScore =
-            itemScores.reduce((sum, value) => sum + value, 0) / itemScores.length +
-            compatibilityBonus(
-              variant.chosen.map((value) => value.item),
-              preferenceBias
-            ) +
-            variant.bonus;
-          const picks = variant.chosen.map((value) => ({
-            slot: value.slot,
-            itemId: value.item.id,
-          }));
-          combos.push({
-            picks,
-            score: outfitScore,
-            reason: buildReason(
-              intent,
-              variant.chosen.map((value) => ({slot: value.slot, item: value.item}))
-            ),
-            itemIds: picks.map((pick) => pick.itemId),
-          });
+          const accessoryVariants = buildAccessoryVariants(
+            accessoryCandidates,
+            variant.chosen,
+            intent,
+            preferenceBias
+          );
+          for (const accessoryVariant of accessoryVariants) {
+            const chosen = [...variant.chosen, ...accessoryVariant.chosen];
+            const itemScores = chosen.map((value) => value.score);
+            const outfitScore =
+              itemScores.reduce((sum, value) => sum + value, 0) / itemScores.length +
+              compatibilityBonus(
+                chosen.map((value) => value.item),
+                preferenceBias
+              ) +
+              variant.bonus +
+              accessoryVariant.bonus;
+            const picks = chosen.map((value) => ({
+              slot: value.slot,
+              itemId: value.item.id,
+            }));
+            combos.push({
+              picks,
+              score: outfitScore,
+              reason: buildReason(
+                intent,
+                chosen.map((value) => ({slot: value.slot, item: value.item}))
+              ),
+              itemIds: picks.map((pick) => pick.itemId),
+            });
+          }
         }
       }
     }
@@ -888,6 +1130,7 @@ function assembleOutfits(
   const usedBottoms = new Set<string>();
   const usedFootwear = new Set<string>();
   const usedOuterwear = new Set<string>();
+  const usedAccessories = new Set<string>();
   const usedSignatures = new Set<string>();
 
   const candidatePool = dedupedCombos
@@ -910,12 +1153,15 @@ function assembleOutfits(
       const bFootwearId = bCombo.picks.find((pick) => pick.slot === "footwear")?.itemId ?? "";
       const aOuterwearId = aCombo.picks.find((pick) => pick.slot === "outerwear")?.itemId ?? "";
       const bOuterwearId = bCombo.picks.find((pick) => pick.slot === "outerwear")?.itemId ?? "";
+      const aAccessoryId = aCombo.picks.find((pick) => pick.slot === "accessory")?.itemId ?? "";
+      const bAccessoryId = bCombo.picks.find((pick) => pick.slot === "accessory")?.itemId ?? "";
       const aAdjusted =
         a.score +
         (!aTopId || !usedTops.has(aTopId) ? 0.07 : 0) +
         (!aBottomId || !usedBottoms.has(aBottomId) ? 0.06 : 0) +
         (!aFootwearId || !usedFootwear.has(aFootwearId) ? 0.04 : 0) +
         (!aOuterwearId || !usedOuterwear.has(aOuterwearId) ? 0.05 : 0) +
+        (!aAccessoryId || !usedAccessories.has(aAccessoryId) ? 0.03 : 0) +
         a.randomSeed * 0.035;
       const bAdjusted =
         b.score +
@@ -923,6 +1169,7 @@ function assembleOutfits(
         (!bBottomId || !usedBottoms.has(bBottomId) ? 0.06 : 0) +
         (!bFootwearId || !usedFootwear.has(bFootwearId) ? 0.04 : 0) +
         (!bOuterwearId || !usedOuterwear.has(bOuterwearId) ? 0.05 : 0) +
+        (!bAccessoryId || !usedAccessories.has(bAccessoryId) ? 0.03 : 0) +
         b.randomSeed * 0.035;
       return bAdjusted - aAdjusted;
     });
@@ -935,11 +1182,13 @@ function assembleOutfits(
     const bottomId = combo.picks.find((pick) => pick.slot === "bottom")?.itemId ?? "";
     const footwearId = combo.picks.find((pick) => pick.slot === "footwear")?.itemId ?? "";
     const outerwearId = combo.picks.find((pick) => pick.slot === "outerwear")?.itemId ?? "";
+    const accessoryId = combo.picks.find((pick) => pick.slot === "accessory")?.itemId ?? "";
     const canUseFresh =
       (!topId || !usedTops.has(topId) || selected.length >= dedupedCombos.length - 1) &&
       (!bottomId || !usedBottoms.has(bottomId) || selected.length >= dedupedCombos.length - 1) &&
       (!footwearId || !usedFootwear.has(footwearId) || selected.length >= dedupedCombos.length - 1) &&
-      (!outerwearId || !usedOuterwear.has(outerwearId) || selected.length >= dedupedCombos.length - 1);
+      (!outerwearId || !usedOuterwear.has(outerwearId) || selected.length >= dedupedCombos.length - 1) &&
+      (!accessoryId || !usedAccessories.has(accessoryId) || selected.length >= dedupedCombos.length - 1);
     if (!canUseFresh && selected.length < count - 1) {
       candidatePool.splice(
         candidatePool.findIndex((entry) => entry.combo === combo),
@@ -954,6 +1203,7 @@ function assembleOutfits(
     usedBottoms.add(bottomId);
     usedFootwear.add(footwearId);
     if (outerwearId) usedOuterwear.add(outerwearId);
+    if (accessoryId) usedAccessories.add(accessoryId);
     candidatePool.splice(
       candidatePool.findIndex((entry) => entry.combo === combo),
       1,
@@ -1075,6 +1325,7 @@ function slotCountsForItems(items: WardrobeItem[]) {
     bottom: items.filter((item) => bucketForItem(item) === "bottom").length,
     footwear: items.filter((item) => bucketForItem(item) === "footwear").length,
     outerwear: items.filter((item) => bucketForItem(item) === "outerwear").length,
+    accessory: items.filter((item) => bucketForItem(item) === "accessory").length,
   };
 }
 
@@ -1121,6 +1372,7 @@ function buildCandidatesFromPool(
   const bottomBucket = finalItems.filter((item) => bucketForItem(item) === "bottom");
   const footwearBucket = finalItems.filter((item) => bucketForItem(item) === "footwear");
   const outerwearBucket = finalItems.filter((item) => bucketForItem(item) === "outerwear");
+  const accessoryBucket = finalItems.filter((item) => bucketForItem(item) === "accessory");
   const slotCounts = slotCountsForItems(finalItems);
 
   if (!hasRequiredCoreSlots(slotCounts)) {
@@ -1136,12 +1388,14 @@ function buildCandidatesFromPool(
   const scoredBottom = selectTopCandidates(bottomBucket, "bottom", constrained.intent, 25, preferenceBias);
   const scoredFootwear = selectTopCandidates(footwearBucket, "footwear", constrained.intent, 25, preferenceBias);
   const scoredOuterwear = selectTopCandidates(outerwearBucket, "outerwear", constrained.intent, 5, preferenceBias);
+  const scoredAccessories = selectTopCandidates(accessoryBucket, "accessory", constrained.intent, 18, preferenceBias);
 
   let outfits = assembleOutfits(
     scoredTop,
     scoredBottom,
     scoredFootwear,
     scoredOuterwear,
+    scoredAccessories,
     constrained.intent,
     preferenceBias,
     options.numOutfits,
diff --git a/functions/src/shared/productLinkExtractor.ts b/functions/src/shared/productLinkExtractor.ts
index 10366d3..0488c12 100644
--- a/functions/src/shared/productLinkExtractor.ts
+++ b/functions/src/shared/productLinkExtractor.ts
@@ -248,34 +248,95 @@ function normalizeUrl(baseUrl: URL, value: string): string | null {
   }
 }
 
+function imageDimensionHints(url: string) {
+  const lower = url.toLowerCase();
+  const values: number[] = [];
+  try {
+    const parsed = new URL(url);
+    for (const key of ["imwidth", "width", "w", "sw", "height", "h", "sh"]) {
+      const value = Number(parsed.searchParams.get(key) ?? 0);
+      if (Number.isFinite(value) && value > 0) values.push(value);
+    }
+  } catch {
+    // Fall back to path parsing below.
+  }
+  for (const dim of lower.matchAll(/(?:_|-|\/)(\d{2,4})(?:x|_|-)(\d{2,4})(?:[._/?-]|$)/g)) {
+    values.push(Number(dim[1]), Number(dim[2]));
+  }
+  return values.filter((value) => Number.isFinite(value) && value > 0);
+}
+
 function scoreImageUrl(url: string): number {
   const lower = url.toLowerCase();
   let score = 0;
-  if (/\.(jpe?g|png|webp)(\?|$)/i.test(lower)) score += 3;
-  if (/(product|pdp|gallery|image|photo|model|main)/i.test(lower)) score += 4;
-  if (/(clean|cutout|transparent|isolated|packshot)/i.test(lower)) score += 6;
-  if (/(screenshot|screen[-_ ]?shot|share|social|swatch|color|variant|thumb|thumbnail|detail|icon|sprite|logo|banner|header|footer|ui|nav)/i.test(lower)) {
-    score -= 10;
+  if (/\.(jpe?g|png|webp)(\?|$)/i.test(lower)) score += 8;
+  if (/(product|pdp|gallery|image|photo|model|main|packshot|studio)/i.test(lower)) score += 12;
+  if (/(clean|cutout|transparent|isolated|packshot|studio)/i.test(lower)) score += 18;
+  if (/^image\.hm\.com$/i.test(safeHost(url))) score += 10;
+  const dims = imageDimensionHints(url);
+  const largestDim = dims.length ? Math.max(...dims) : 0;
+  if (largestDim >= 1000) score += 18;
+  else if (largestDim >= 700) score += 12;
+  else if (largestDim > 0 && largestDim < 220) score -= 35;
+  else if (largestDim > 0 && largestDim < 420) score -= 12;
+  if (/(detail|close[-_ ]?up|zoom|macro|fabric|texture|material|crop|cropped|graphic|logo[-_ ]?shot|chest[-_ ]?graphic|print[-_ ]?detail)/i.test(lower)) {
+    score -= 55;
   }
-  if (/(logo|icon|sprite|favicon|placeholder|badge|payment|loader)/i.test(lower)) {
-    score -= 12;
+  if (/(screenshot|screen[-_ ]?shot|share|social|swatch|colorchip|variant|thumb|thumbnail|icon|sprite|logo|banner|header|footer|ui|nav)/i.test(lower)) {
+    score -= 45;
   }
-  const dims = [...lower.matchAll(/(?:_|-|\/)(\d{3,4})(?:x|_|-)(\d{3,4})/g)];
-  for (const dim of dims) {
-    score += Math.min(6, (Number(dim[1]) + Number(dim[2])) / 500);
+  if (/(logo|icon|sprite|favicon|placeholder|badge|payment|loader)/i.test(lower)) {
+    score -= 70;
   }
   return score;
 }
 
+function safeHost(url: string) {
+  try {
+    return new URL(url).hostname.toLowerCase();
+  } catch {
+    return "";
+  }
+}
+
+function imageScoreReasons(url: string): string[] {
+  const lower = url.toLowerCase();
+  const reasons: string[] = [];
+  const dims = imageDimensionHints(url);
+  const largestDim = dims.length ? Math.max(...dims) : 0;
+  if (/(product|pdp|gallery|image|photo|model|main|packshot|studio)/i.test(lower)) {
+    reasons.push("product/gallery URL hint");
+  }
+  if (/^image\.hm\.com$/i.test(safeHost(url))) reasons.push("H&M product image host");
+  if (largestDim >= 700) reasons.push(`large image hint ${largestDim}px`);
+  if (/(detail|close[-_ ]?up|zoom|macro|fabric|texture|material|crop|cropped|graphic|logo[-_ ]?shot|chest[-_ ]?graphic|print[-_ ]?detail)/i.test(lower)) {
+    reasons.push("detail/close-up URL penalty");
+  }
+  if (/(share|social|swatch|thumb|thumbnail|icon|sprite|logo|banner|header|footer|ui|nav)/i.test(lower)) {
+    reasons.push("thumbnail/social URL penalty");
+  }
+  return reasons.length ? reasons : ["generic URL and resolution heuristic"];
+}
+
 function dedupeStableImageUrls(urls: string[]): string[] {
-  const seen = new Set<string>();
-  return urls.filter((url) => {
-    if (/\s/.test(url)) return false;
-    const key = url.replace(/([?&])(imwidth|width|height|w|h)=\d+/gi, "$1").toLowerCase();
-    if (seen.has(key)) return false;
-    seen.add(key);
-    return scoreImageUrl(url) >= -2;
+  const byKey = new Map<string, { url: string; firstIndex: number; score: number }>();
+  urls.forEach((url, index) => {
+    if (/\s/.test(url)) return;
+    const key = url.replace(/([?&])(imwidth|width|height|w|h|sw|sh|q|quality)=\d+/gi, "$1").toLowerCase();
+    const score = scoreImageUrl(url);
+    if (score < -2) return;
+    const existing = byKey.get(key);
+    if (!existing || score > existing.score || (score === existing.score && url.localeCompare(existing.url) < 0)) {
+      byKey.set(key, {
+        url,
+        firstIndex: existing?.firstIndex ?? index,
+        score,
+      });
+    }
   });
+  return Array.from(byKey.values())
+    .sort((a, b) => a.firstIndex - b.firstIndex || a.url.localeCompare(b.url))
+    .map((entry) => entry.url);
 }
 
 function isHmProductUrl(url: URL) {
@@ -330,6 +391,24 @@ function productNodeMatchesArticle(product: JsonObject, articleId: string) {
   return candidates.some((value) => value.includes(articleId));
 }
 
+function rankImageUrlsByUrlHeuristic(urls: string[], sourceUrl: string, label: string) {
+  const ranked = urls
+    .map((url, index) => ({ url, index, score: scoreImageUrl(url), reasons: imageScoreReasons(url) }))
+    .sort((a, b) => b.score - a.score || a.index - b.index || a.url.localeCompare(b.url));
+  ranked.forEach((entry, rank) => {
+    logger.info("[LINK_IMAGE_SCORE] URL heuristic score", {
+      sourceUrl,
+      source: label,
+      sourceIndex: entry.index,
+      rank,
+      url: entry.url,
+      score: entry.score,
+      reasons: entry.reasons,
+    });
+  });
+  return ranked.map((entry) => entry.url);
+}
+
 function extractHmScopedProductImages(html: string, baseUrl: URL): string[] | null {
   if (!isHmProductUrl(baseUrl)) return null;
   const articleId = hmArticleIdFromUrl(baseUrl);
@@ -338,7 +417,11 @@ function extractHmScopedProductImages(html: string, baseUrl: URL): string[] | nu
     ? products.find((product) => productNodeMatchesArticle(product, articleId))
     : products[0];
   const rawImages = scopedProduct ? imageValuesFromJsonLd(scopedProduct.image, baseUrl) : [];
-  const scopedImages = dedupeStableImageUrls(rawImages).slice(0, 8);
+  const scopedImages = rankImageUrlsByUrlHeuristic(
+    dedupeStableImageUrls(rawImages),
+    baseUrl.toString(),
+    "hm_scoped_json_ld",
+  ).slice(0, 8);
   logger.info("[LINK_PRODUCT_SCOPE]", {
     sourceUrl: baseUrl.toString(),
     retailer: "hm",
@@ -656,18 +739,7 @@ export function extractProductImagesFromHtml(url: string, html: string): string[
     candidateCount: deduped.length,
     urls: deduped.slice(0, 20),
   });
-  const ranked = deduped
-    .sort((a, b) => scoreImageUrl(b) - scoreImageUrl(a))
-    .slice(0, 8);
-  ranked.forEach((imageUrl, index) => {
-    logger.info("[LINK_IMAGE_SCORE] URL heuristic score", {
-      sourceUrl: url,
-      index,
-      url: imageUrl,
-      score: scoreImageUrl(imageUrl),
-      reasons: ["generic URL and resolution heuristic"],
-    });
-  });
+  const ranked = rankImageUrlsByUrlHeuristic(deduped, url, "generic_extraction").slice(0, 8);
   logger.info("[LINK_IMAGE_PRIMARY] generic primary image selected", {
     sourceUrl: url,
     primaryImageUrl: ranked[0] ?? null,
diff --git a/functions/src/shared/wardrobeSummary.ts b/functions/src/shared/wardrobeSummary.ts
index 8ddd6d1..4e9bed4 100644
--- a/functions/src/shared/wardrobeSummary.ts
+++ b/functions/src/shared/wardrobeSummary.ts
@@ -60,6 +60,7 @@ function buildSummary(items: WardrobeItem[], itemHash: string): WardrobeSummaryR
     bottom: 0,
     footwear: 0,
     outerwear: 0,
+    accessory: 0,
   };
   const colors = new Map<string, number>();
   const brands = new Map<string, number>();
@@ -90,7 +91,7 @@ function buildSummary(items: WardrobeItem[], itemHash: string): WardrobeSummaryR
   const summaryParts = [
     `${items.length} wardrobe items`,
     `${eligibleItems} analyzed and ready`,
-    `slots top:${slotCounts.top}, bottom:${slotCounts.bottom}, footwear:${slotCounts.footwear}, outerwear:${slotCounts.outerwear}`,
+    `slots top:${slotCounts.top}, bottom:${slotCounts.bottom}, footwear:${slotCounts.footwear}, outerwear:${slotCounts.outerwear}, accessory:${slotCounts.accessory}`,
     topColors.length > 0 ? `top colors ${topColors.join(", ")}` : "",
     topBrands.length > 0 ? `common brands ${topBrands.join(", ")}` : "",
     topSubCategories.length > 0 ? `frequent pieces ${topSubCategories.join(", ")}` : "",
diff --git a/shared/accessorySlots.ts b/shared/accessorySlots.ts
new file mode 100644
index 0000000..30aad10
--- /dev/null
+++ b/shared/accessorySlots.ts
@@ -0,0 +1,93 @@
+export type AccessorySlot = "headwear" | "eyewear" | "wrist" | "neck" | "bag";
+
+export const ACCESSORY_SLOT_ORDER: AccessorySlot[] = [
+  "headwear",
+  "eyewear",
+  "wrist",
+  "neck",
+  "bag",
+];
+
+export const ACCESSORY_SLOT_TERMS: Record<AccessorySlot, readonly string[]> = {
+  headwear: ["cap", "hat", "beanie"],
+  eyewear: ["sunglasses", "glasses"],
+  wrist: ["watch", "bracelet"],
+  neck: ["chain", "necklace"],
+  bag: ["backpack", "handbag", "bag"],
+};
+
+type AccessorySlotCandidate = {
+  category?: unknown;
+  subCategory?: unknown;
+  type?: unknown;
+  name?: unknown;
+  itemName?: unknown;
+  role?: unknown;
+  style?: unknown;
+  formality?: unknown;
+  material?: unknown;
+  colorLabel?: unknown;
+  primaryColor?: unknown;
+  colors?: unknown;
+  aestheticTags?: unknown;
+  occasionTags?: unknown;
+  seasonTags?: unknown;
+  detailTags?: unknown;
+};
+
+function normalizeAccessoryText(value: unknown): string {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/[^a-z0-9\s]/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function normalizedList(value: unknown): string[] {
+  if (!Array.isArray(value)) return [];
+  return value.map(normalizeAccessoryText).filter(Boolean);
+}
+
+export function accessorySearchText(item: AccessorySlotCandidate): string {
+  return [
+    item.category,
+    item.subCategory,
+    item.type,
+    item.name,
+    item.itemName,
+    item.role,
+    item.style,
+    item.formality,
+    item.material,
+    item.colorLabel,
+    item.primaryColor,
+    ...normalizedList(item.colors),
+    ...normalizedList(item.aestheticTags),
+    ...normalizedList(item.occasionTags),
+    ...normalizedList(item.seasonTags),
+    ...normalizedList(item.detailTags),
+  ]
+    .map(normalizeAccessoryText)
+    .filter(Boolean)
+    .join(" ");
+}
+
+function hasTerm(text: string, term: string): boolean {
+  const normalizedTerm = normalizeAccessoryText(term);
+  if (!normalizedTerm) return false;
+  return new RegExp(`(?:^|\\s)${normalizedTerm.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}(?:\\s|$)`).test(text);
+}
+
+export function getAccessorySlot(item: AccessorySlotCandidate): AccessorySlot | null {
+  const text = accessorySearchText(item);
+  if (!text) return null;
+
+  for (const slot of ACCESSORY_SLOT_ORDER) {
+    if (ACCESSORY_SLOT_TERMS[slot].some((term) => hasTerm(text, term))) {
+      return slot;
+    }
+  }
+
+  return null;
+}

From 66bcbb35d265f926aa5e4a48fdd00bdfca6ecd25 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 23:03:51 -0500
Subject: [PATCH 37/93] chore: add remaining polish, tools, and utilities

---
 app/insights/gaps.tsx                       |   5 +
 app/insights/index.tsx                      |   5 +
 app/insights/unworn.tsx                     |   5 +
 app/packing.tsx                             |   5 +
 app/studio.tsx                              |   5 +
 docs/AURA_APP_AUDIT.md                      | 345 ++++++++++++++++
 docs/AURA_APP_AUDIT_FIX_PLAN.md             | 170 ++++++++
 src/components/tools/ToolScreenScaffold.tsx | 137 +++++++
 src/lib/localCache.ts                       | 430 ++++++++++++++++++++
 9 files changed, 1107 insertions(+)
 create mode 100644 app/insights/gaps.tsx
 create mode 100644 app/insights/index.tsx
 create mode 100644 app/insights/unworn.tsx
 create mode 100644 app/packing.tsx
 create mode 100644 app/studio.tsx
 create mode 100644 docs/AURA_APP_AUDIT.md
 create mode 100644 docs/AURA_APP_AUDIT_FIX_PLAN.md
 create mode 100644 src/components/tools/ToolScreenScaffold.tsx
 create mode 100644 src/lib/localCache.ts

diff --git a/app/insights/gaps.tsx b/app/insights/gaps.tsx
new file mode 100644
index 0000000..831946b
--- /dev/null
+++ b/app/insights/gaps.tsx
@@ -0,0 +1,5 @@
+import { Redirect } from "expo-router";
+
+export default function WardrobeGapsRedirect() {
+  return <Redirect href="/(tabs)/closet" />;
+}
diff --git a/app/insights/index.tsx b/app/insights/index.tsx
new file mode 100644
index 0000000..a90aea1
--- /dev/null
+++ b/app/insights/index.tsx
@@ -0,0 +1,5 @@
+import { Redirect } from "expo-router";
+
+export default function InsightsRedirect() {
+  return <Redirect href="/(tabs)" />;
+}
diff --git a/app/insights/unworn.tsx b/app/insights/unworn.tsx
new file mode 100644
index 0000000..08a2e25
--- /dev/null
+++ b/app/insights/unworn.tsx
@@ -0,0 +1,5 @@
+import { Redirect } from "expo-router";
+
+export default function UnwornItemsRedirect() {
+  return <Redirect href="/(tabs)/closet" />;
+}
diff --git a/app/packing.tsx b/app/packing.tsx
new file mode 100644
index 0000000..796331e
--- /dev/null
+++ b/app/packing.tsx
@@ -0,0 +1,5 @@
+import { Redirect } from "expo-router";
+
+export default function PackingRedirect() {
+  return <Redirect href="/(tabs)" />;
+}
diff --git a/app/studio.tsx b/app/studio.tsx
new file mode 100644
index 0000000..e092e3b
--- /dev/null
+++ b/app/studio.tsx
@@ -0,0 +1,5 @@
+import { Redirect } from "expo-router";
+
+export default function StudioRedirect() {
+  return <Redirect href="/(tabs)/studio" />;
+}
diff --git a/docs/AURA_APP_AUDIT.md b/docs/AURA_APP_AUDIT.md
new file mode 100644
index 0000000..b61b2ac
--- /dev/null
+++ b/docs/AURA_APP_AUDIT.md
@@ -0,0 +1,345 @@
+# AURA App Audit
+
+Audited on 2026-04-30 against the Expo Router app in `app/`, shared UI/data modules in `src/`, and Firebase Functions in `functions/src`.
+
+## 1. Executive Summary
+
+AURA has a strong product direction: dark fashion-app styling, a closet data model, Firebase-backed chat/history, ingestion, laundry, planner, saved looks, and a real AURA chat surface. The app is not just a mock. But it currently feels like a very ambitious prototype with several production-trust gaps:
+
+- The strongest surfaces are Home, Closet, AURA chat, Add Item, Laundry, and the real Studio tab.
+- The weakest surfaces are Insights, Packing, some profile settings, and standalone `app/studio.tsx`, which read as placeholder tool shells.
+- AURA can save looks, plan looks, create item drafts from images/product candidates, save outfit-photo worn logs, and learn from feedback. It cannot reliably perform many expected app actions by command, such as changing laundry state, editing closet records, planning arbitrary dates, changing preferences, generating reminders, or making product recommendations with purchasable links.
+- TypeScript is currently failing for one route (`/(tabs)/laundry` in Home), so the app is not in a clean typed state.
+- There are many dev logs and lint warnings. They are not fatal, but they make the codebase feel pre-production.
+- The visual system is inconsistent. The premium glass language exists, but item details, profile subpages, tool shells, alerts, and some modal sheets use basic inline styles, system alerts, old white/gray constants, or route headers.
+
+The product can become much more premium without a rewrite by tightening navigation, replacing placeholder tools, making AURA actions explicit and reliable, and standardizing the design primitives.
+
+## 2. Top 10 Urgent Fixes
+
+1. Fix the TypeScript failure in `app/(tabs)/index.tsx`: `router.push("/(tabs)/laundry")` is not a valid typed route. Use `/laundry` or align the route registration.
+2. Remove or hide UI-only tool surfaces: `app/packing.tsx`, `app/studio.tsx`, `app/insights/gaps.tsx`, and parts of `app/insights/index.tsx`/`unworn.tsx`.
+3. Wire disabled Closet bulk actions or remove them: Edit Tags / Bulk Edit, Add to Collection, Plan to Calendar, Archive / Hide.
+4. Add true AURA action integrations for laundry, closet edits, planner date selection, saved looks, and profile preferences instead of only sending follow-up prompts.
+5. Standardize back/close behavior across hidden tab routes, top-level tool routes, modals, and item detail. Some routes use `router.back`, some replace to tabs, some use Stack headers, some custom buttons.
+6. Replace production-facing `Alert.alert` feedback with premium AURA toast/sheet patterns for common success/error states.
+7. Make profile settings honest: notifications, closet preferences, subscription, billing, and delete account disclose “not wired” in the UI or move to a future section.
+8. Fix dark-mode readability in item detail editable fields, color warnings, and static style constants.
+9. Add robust empty/error states for no internet, permission denied, image upload failure, failed ingestion, empty chat, empty planner, and empty closet.
+10. Remove dev logging or guard it consistently behind `__DEV__`/debug flags across Add Item, Closet, Item Detail, AURA, image processing, and outfit saves.
+
+## 3. Screen-by-Screen Audit
+
+### Auth and Onboarding
+
+Files: `app/(auth)/*`, `src/components/auth/AuthScaffold.tsx`, `app/(onboarding)/index.tsx`, `app/_layout.tsx`.
+
+- Functional status: Partially working.
+- Good: Auth gate is real, branded loading screen is polished, Google/Apple/email flows are implemented, onboarding saves `onboardingCompleted`.
+- Problems:
+  - Auth errors use system alerts, not branded UI.
+  - Login injects web CSS by hand, which is brittle and indicates design-system gaps.
+  - Onboarding gathers useful fit/style/category data, but later surfaces only partially honor it.
+  - Permission/network failure states are generic.
+  - Users can be repeatedly revalidated through onboarding in `app/_layout.tsx`; this is sensible, but failures default to onboarding incomplete, which may trap users if profile loading fails.
+
+### Navigation and Tab Bar
+
+Files: `app/_layout.tsx`, `app/(tabs)/_layout.tsx`, `src/components/FloatingGlassTabBar.tsx`, `src/constants/dock.ts`, `src/components/SafeScreen.tsx`.
+
+- Functional status: Partially working.
+- Good: Floating glass tab bar is premium, keyboard-hide is enabled, hidden routes keep source tab context for item details.
+- Problems:
+  - Typed route mismatch for laundry breaks `npx tsc --noEmit`.
+  - `app/(tabs)/_layout.tsx` registers `laundry`, but the actual shown file list includes top-level `app/laundry.tsx` exporting `./(tabs)/laundry`; this route shape is confusing.
+  - There are duplicate tab-bar files: `components/FloatingGlassTabBar.tsx` re-exports `src/components/FloatingGlassTabBar.tsx`.
+  - Back/close patterns vary: text “Back”, icon close, Stack header back, `router.replace("/(tabs)")`, `router.back()`.
+  - Safe-area and dock padding are manually handled per screen; most are okay, but the approach is easy to regress and sometimes over-pads.
+
+### Home
+
+Files: `app/(tabs)/index.tsx`, `src/components/home/*`, `src/components/closet/MinimumClosetProgressCard.tsx`.
+
+- Functional status: Partially working.
+- Good: Home has a clear “Today’s Look” direction, quick outcomes, minimum closet progress, recent items, latest chat, latest saved/AURA look, and smart tools.
+- Problems:
+  - Home says “Style me now” and “3 directions”, but those actions route into chat instead of an immediate native planner/action flow.
+  - The smart tool grid includes tools of very uneven maturity. Studio and Laundry are real; Insights/Packing are mostly shells.
+  - `HOME_DEFERRED_FEATURES` is a non-rendered product note in app code. Useful for developers, but it signals unfinished product churn.
+  - Weather copy can be informative, but Celsius-only display in parts of the app may feel odd for US users despite onboarding units.
+  - The minimum closet card may duplicate the “Add pieces” message already present in Home empty states.
+
+### Closet
+
+Files: `app/(tabs)/closet.tsx`, `src/components/closet/*`, `src/lib/items.ts`.
+
+- Functional status: Partially working.
+- Good: Live Firestore listener, search, filters, category/subcategory grouping, quick add, product link entry, processing section, selection mode, bulk delete/favorite/laundry/available/style/share/mark worn.
+- Problems:
+  - Some “More” bulk actions are visibly disabled and UI-only: bulk edit, collections, calendar planning, archive/hide.
+  - Product link flow sends the URL to AURA chat instead of a direct import/review flow, although a backend `importProductLink` function exists.
+  - Quick add creates AURA drafts, but recovery UX depends on the processing section and stale timeout. Users need clearer “what happened” and retry explanations.
+  - No obvious duplicate handling in the UI.
+  - Filters do not honor `profile.closetPreferences.hideLaundryByDefault` or `defaultSort`.
+  - Grid cards are nice, but long names/brands are aggressively truncated and status text is raw-ish (`IN LAUNDRY`).
+  - Selection mode is useful but dense and could occlude top controls on small phones.
+
+### Item Detail
+
+Files: `app/(tabs)/item/[id].tsx`, `src/lib/itemImage.ts`, `src/lib/items.ts`.
+
+- Functional status: Partially working.
+- Good: Live item snapshot, image carousel/modal, quick facts, AI details, color correction, pattern/material edits, mark worn/laundry/washed/delete.
+- Problems:
+  - Visual language is noticeably less premium than Home/Closet. Many styles are old static constants (`#ddd`, `#fff`, bare text buttons).
+  - TextInputs do not consistently set `color`/`placeholderTextColor`, risking dark-mode readability.
+  - Uses system `Alert.alert` for overflow actions, delete, wash confirmation, and errors.
+  - “Reset to AI” refuses if ingestion is already done, so there is no clear way to re-run extraction after manual edits.
+  - Failed ingestion only says “Couldn't analyze, you can edit manually”; no retry action is shown here.
+  - Back behavior replaces source tabs when `sourceTab` exists, which may discard stack context.
+
+### AURA Chat
+
+Files: `app/(tabs)/ai.tsx`, `src/components/ai/*`, `src/components/aura/AuraLookCard.tsx`, `src/lib/aura.ts`, `src/lib/auraAttachments.ts`, `src/lib/aiChats.ts`, `functions/src/askAuraStream.ts`.
+
+- Functional status: Partially working.
+- Good: Real chat threads, cache, drawer, streaming with fallback, text/image/audio attachment support, candidate item cards, outfit cards, saved looks, planning for today, feedback logging, image outfit analysis actions.
+- Problems:
+  - Empty state is visually almost blank (`<View height=24>`), so a new user does not know what AURA can do.
+  - `onSaveOutfit={() => {}}` is passed for legacy outfit messages; any old `OutfitMessage` save button may be dead.
+  - “Projects” in the drawer is coming soon.
+  - AURA actions are narrow. It can save/plan today/create drafts, but many expected app operations are only prompts.
+  - Product recommendation/shopping is a brief generator, not a real product discovery/affiliate/link flow.
+  - Structured multi-look generation has substantial frontend fallback/repair logic, including outerwear repair. That can make AURA appear confident while hiding backend limitations.
+  - Error feedback is a system message plus sometimes an alert; no retry button on failed assistant turns.
+  - Voice requires native support and may fail with a plain alert.
+
+### Calendar / Planner
+
+Files: `app/(tabs)/calendar.tsx`, `src/components/calendar/*`, `src/utils/dailyOutfits.ts`, `src/utils/outfitPlanning.ts`.
+
+- Functional status: Partially working.
+- Good: Date rail, range status subscription, weather/events hooks, generated daily looks, plan/copy/clear/swap/mark worn, worn streak.
+- Problems:
+  - Planner generation appears local/rule-based (`generateDailyPlan`) rather than AURA/server-backed.
+  - Planned outfits are stored under `users/{uid}/outfits/{dateKey}` and sync to Home, but AURA “plan for today” only targets today, not arbitrary dates.
+  - Mark worn checks laundry/max wears only for today. Past/future behavior is less strict.
+  - Swap options exclude laundry, but initial generated looks depend on `generateDailyPlan` correctness.
+  - Empty past day has a “Plan an outfit” CTA that only sets selected look id and may not obviously create a plan.
+  - Date picker dependency is optional; if unavailable, the sheet shows a dead-ish message.
+  - Some copy uses Celsius and generic weather labels, not user units.
+
+### Laundry
+
+Files: `app/(tabs)/laundry.tsx`, `app/laundry.tsx`, `src/lib/items.ts`.
+
+- Functional status: Mostly working.
+- Good: Dedicated status buckets, single-item status updates, bulk move needs-wash to laundry, bulk mark laundry clean.
+- Problems:
+  - Home route type is broken.
+  - Empty state says “Tell AURA what you washed,” but AURA does not have a wired laundry command integration.
+  - Back uses `router.replace("/(tabs)")`, which can feel abrupt.
+  - The three status cards may be tight on small devices; long labels are constrained to one line.
+
+### Profile / Settings
+
+Files: `app/(tabs)/profile.tsx`, `app/profile/*`, `src/profile/screens.tsx`, `src/lib/userProfile.ts`.
+
+- Functional status: Partially working.
+- Good: Profile hub, account profile, avatar upload, default sizes, body/fit, style preferences, units, my looks, memory clearing, export/share.
+- Problems:
+  - Notifications screen says “Saved now for later. Not yet wired into reminders.” It is UI-only.
+  - Closet preferences screen says “Saved now for later. Not yet wired into sorting/filtering.” It is UI-only.
+  - Subscription/billing are coming soon.
+  - Delete account explicitly does not delete backend closet data. This is a serious privacy/product gap.
+  - Profile subpages are functional but visually basic and alert-heavy.
+  - There are two style profile concepts: `UserProfilePreferences` and `StyleProfile`/learned memory. The mapping exists but is easy to desync.
+
+### Add Item / Ingestion
+
+Files: `app/(tabs)/add.tsx`, `src/addItem/*`, `src/lib/uploadImage.ts`, `src/lib/visualNormalization.ts`, `src/lib/cutoutNormalize.ts`, `functions/src/ingestItemFromPhotos.ts`, `functions/src/generateCleanedProductImages.ts`.
+
+- Functional status: Partially working.
+- Good: Multi-step wizard, edit mode, photo step, draft sync, AI extraction, background removal/cutout, duplicate last item, profile default sizes.
+- Problems:
+  - Care tags are explicitly “coming soon.”
+  - Lots of lifecycle complexity and hook dependency lint warnings in extraction; stale closures are a risk.
+  - Failure recovery is spread across Add Item and Closet Processing instead of one clear retry/edit/delete flow.
+  - Duplicate detection is not visible.
+  - Upload/background-removal failures mostly become alerts/toasts, not rich recovery states.
+  - The footer and keyboard padding are heavily manual; small-phone keyboard overlap needs device testing.
+
+### Studio
+
+Files: `app/(tabs)/studio.tsx`, `app/studio.tsx`.
+
+- Functional status: Partially working for tab Studio; UI-only for top-level Studio.
+- Good: The tab Studio is a real manual outfit builder using closet items, AuraLookCard preview, save look, plan today, ask AURA.
+- Problems:
+  - There is a separate top-level `app/studio.tsx` that is a placeholder shell. Home routes to `/studio`, not the tab route, so users may hit the wrong Studio.
+  - The tab Studio only plans for today.
+  - No drag/reorder/swipe affordances despite “Studio” implying a board/editor.
+  - Selection is tap-based only; no search/filter beyond category chips.
+
+### Insights and Packing
+
+Files: `app/insights/*`, `app/packing.tsx`, `src/components/tools/ToolScreenScaffold.tsx`.
+
+- Functional status: UI-only / not wired.
+- Problems:
+  - Wardrobe gaps are hardcoded cards.
+  - Unworn says real rotation data will come later.
+  - Most worn and Color balance cards in Insights have no `onPress`.
+  - Packing fields are static cards and “Build capsule” has no action.
+  - These screens lower trust because Home presents them as live tools.
+
+## 4. Broken or Non-Functional Features
+
+- Broken: app TypeScript check fails in `app/(tabs)/index.tsx` at the laundry route.
+- Broken/confusing: Home `Studio` opens top-level `/studio`, which is a placeholder, while the real builder is `/(tabs)/studio`.
+- UI-only: Packing.
+- UI-only: Insights gap cards and unworn preview.
+- UI-only: Profile notifications.
+- UI-only: Profile closet preferences.
+- UI-only: Profile subscription/billing.
+- UI-only: AURA drawer “Projects.”
+- UI-only/disabled: Closet bulk edit, collection, plan to calendar, archive/hide.
+- Missing privacy completion: Delete account does not delete backend user data.
+- Partially wired: Product link import is routed through chat even though a backend function exists.
+- Partially wired: AURA shopping/missing pieces produces a brief, not product recommendations.
+- Partially wired: AURA planner actions only plan today.
+
+## 5. UI Inconsistencies
+
+- Card radius varies from 12 to 28+ across screens. Premium areas use large glass cards; settings/item detail use basic bordered rectangles.
+- Accent colors vary: purple, cream, pink/lavender, white CTAs, red warnings, and older `#ddd`/`#fff` constants are mixed.
+- System alerts are used for core product actions instead of branded sheets/toasts.
+- Header patterns vary across tab screens, Stack screens, custom back rows, and modal sheets.
+- Icons are mixed across Ionicons, MaterialCommunity-like names, text symbols (`⋯`, `←`, hearts/stars in My Looks), and custom AURA mark.
+- Tool shell screens use basic cards and buttons that do not match the rich Home/AURA surfaces.
+- Some button disabled states are just opacity; others have no explanation.
+- Typography is inline and inconsistent, especially in profile/settings/item detail.
+- Some screens use route headers (`Stack.Screen`) while the main app hides headers.
+- Warm/cream board backgrounds appear in outfit previews, while the rest is dark glass; this can work, but the transitions need more intentional framing.
+
+## 6. Missing Empty, Loading, and Error States
+
+- AURA empty state should explain capabilities with 3-5 real action chips and attachment examples.
+- AURA failed response should show Retry / Edit prompt / Report problem.
+- Closet empty state should include direct photo, camera, link, and manual actions.
+- Closet filtered empty state should show active filters and a clear-filters CTA.
+- Add Item failed ingestion should show retry extraction, edit manually, remove draft.
+- Product link failure should preserve URL and allow retry.
+- Image upload failure should keep selected assets and offer retry/remove.
+- Permission denied states should offer Settings deep link where possible.
+- No internet/backend unavailable states are not consistently represented.
+- Calendar no-closet state should not pretend to generate useful looks.
+- Insights/Packing should either be hidden or show honest “not available yet” with a single route back to AURA.
+- Missing item images need a more premium placeholder with category/color/brand context.
+
+## 7. AURA Action Integration Gaps
+
+AURA can currently:
+
+- Save a look.
+- Plan a look for today.
+- Like/dislike/more/less feedback.
+- Create closet drafts from images/product candidates.
+- Analyze an outfit photo and save it as worn today.
+- Add detected outfit pieces as drafts.
+- Route prompts from Home/Closet/Studio.
+
+AURA cannot yet reliably:
+
+- Move specific items to laundry or mark them clean by natural language.
+- Edit closet item fields like color, category, size, brand, tags, image, or notes.
+- Delete/archive closet items with confirmation.
+- Plan outfits for arbitrary dates or trip ranges.
+- Swap planner items directly from chat.
+- Read/write notification preferences.
+- Use closet preferences like hidden laundry/default sort.
+- Create collections/capsules.
+- Run real product recommendations with links, prices, sizes, and availability.
+- Create reminders.
+- Explain and execute account/privacy actions.
+
+## 8. Data and Model Issues
+
+- `ClothingStatus` and `LaundryStatus` coexist with legacy mapping. This works but increases bugs unless backfilled everywhere.
+- Wear logic uses `MAX_WEARS_BEFORE_WASH = 2`, while `normalizeLaundryStatus` marks needs-wash at `>= 3`; this threshold mismatch should be reviewed.
+- Planned outfits store category item IDs only; analyzed outfit photos store detected pieces under `wornOutfit` with empty `itemsByCategory`, which may break consumers expecting IDs.
+- Product link backend exists (`importProductLink`) but frontend primarily starts a chat prompt.
+- `UserProfilePreferences`, `StyleProfile`, learned memory, assistant memory, and AURA memory overlap. Save paths need a single source-of-truth map.
+- Several profile settings are saved but not consumed.
+- Generated planner looks are local and may not use the same outfit engine as AURA chat/swipe.
+- Many image fields exist (`photoUrl`, `originalImageUrl`, `cleanedImageUrl`, `photos.*`, `images[]`), requiring normalization discipline.
+
+## 9. Performance Concerns
+
+- Heavy inline styles and large screens may re-render more than needed; many screens create object styles on every render.
+- AURA chat message rendering can be expensive with image-heavy look cards and FlatList autoscroll.
+- Add Item extraction hooks are complex and have hook dependency warnings.
+- Closet renders category sections with many cards in ScrollView rather than virtualized section lists.
+- Studio renders all filtered items in a wrapping View, not a virtualized grid.
+- Calendar subscribes to a 121-day date range and all items; acceptable for small closets but should be watched.
+- Many console logs can slow dev and pollute production diagnostics if not guarded.
+
+## 10. Suggested Premium UI Upgrades
+
+- Create one `AuraScreenHeader`, `AuraBottomSheet`, `AuraActionRow`, `AuraEmptyState`, `AuraErrorState`, and `AuraConfirmSheet`.
+- Replace routine `Alert.alert` with branded sheets/toasts.
+- Give AURA chat a real empty state: “Style me today,” “Add from photo,” “Plan Friday,” “Fix this outfit,” “What should I buy?”
+- Turn disabled buttons into either hidden actions or “Coming later” tooltips/sheets.
+- Add skeletons for Home, Closet cards, AURA look cards, Add Item extraction, and Profile looks.
+- Add press/haptic consistency through `AuraPressable`.
+- Use real icon buttons for back/close/more instead of text where possible.
+- Standardize card radius and color tokens; remove old `#ddd`, `#fff`, `#d11` constants from dark screens.
+- Make tool screens feel like real workspaces or hide them until wired.
+- Add confidence/progress UI for ingestion so users trust the AI extraction.
+
+## 11. Prioritized Roadmap
+
+### Fix Today
+
+- Fix TypeScript route failure for laundry.
+- Route Home Studio to the real builder or remove the placeholder top-level Studio.
+- Hide or label UI-only Home tools.
+- Remove visible disabled Closet bulk actions or wire one obvious action: Plan to Calendar.
+- Add AURA empty state with real quick actions.
+- Guard/remove dev logs in production-facing files.
+- Fix Item Detail dark TextInput styles and warning colors.
+
+### Fix This Week
+
+- Build branded confirm/error sheets and replace high-volume alerts.
+- Wire product link quick add directly to `importProductLink` or a dedicated review flow.
+- Add retry/edit/remove recovery to failed ingestion in Item Detail and Closet Processing.
+- Make AURA perform laundry updates and planner-date updates via explicit client-side tool/action handlers.
+- Apply profile closet preferences to Closet default sort and hide-laundry behavior.
+- Wire Insights Unworn and Gaps to real closet data.
+- Add no-network/backend-error states for AURA, Closet, Add Item, and Calendar.
+
+### Later Polish
+
+- Virtualize Closet and Studio grids for large wardrobes.
+- Consolidate design tokens and remove inline one-off styles.
+- Add gesture affordances to Studio.
+- Improve planner weather/units and arbitrary-date planning from AURA.
+- Add duplicate detection and merge flow in ingestion.
+- Add richer microinteractions, skeleton loading, and card reveal consistency.
+
+### Future Premium Features
+
+- AURA action framework with explicit permissions and confirmations.
+- Trip packing capsule builder.
+- Product recommendations with live links, sizes, prices, and wardrobe-gap rationale.
+- Collections/capsules/lookbooks.
+- Notification/reminder system for laundry, planned outfits, and underused pieces.
+- Full privacy controls: complete account/data deletion, export files, consent audit.
+- Personalized wardrobe health dashboard.
+
+## Verification Results
+
+- `npm run lint`: completed with 11 warnings, 0 errors.
+- `npx tsc --noEmit`: failed with a typed route error in `app/(tabs)/index.tsx`.
+- `cd functions && npm run build`: completed successfully.
diff --git a/docs/AURA_APP_AUDIT_FIX_PLAN.md b/docs/AURA_APP_AUDIT_FIX_PLAN.md
new file mode 100644
index 0000000..39d09c0
--- /dev/null
+++ b/docs/AURA_APP_AUDIT_FIX_PLAN.md
@@ -0,0 +1,170 @@
+# AURA App Audit Fix Plan
+
+This plan prioritizes narrow, production-readiness fixes before larger product work.
+
+## Suggested Order
+
+1. Restore clean verification.
+2. Remove misleading placeholder routes/actions.
+3. Standardize core navigation and empty/error states.
+4. Wire the highest-value AURA actions.
+5. Improve ingestion recovery and closet data quality.
+6. Upgrade premium UI consistency.
+7. Add performance and edge-case testing.
+
+## Implementation Plan
+
+| Priority | Fix | Likely files | Difficulty | Risk |
+|---|---|---|---|---|
+| 1 | Fix TypeScript route failure for Laundry. Replace `router.push("/(tabs)/laundry")` with the valid route or adjust route registration. | `app/(tabs)/index.tsx`, `app/(tabs)/_layout.tsx`, `app/laundry.tsx` | S | Low |
+| 1 | Route Home Studio to real tab Studio or delete/rename placeholder `app/studio.tsx`. | `app/(tabs)/index.tsx`, `app/studio.tsx`, `app/(tabs)/studio.tsx` | S | Medium |
+| 1 | Hide or clearly mark UI-only tools from Home. | `app/(tabs)/index.tsx`, `app/packing.tsx`, `app/insights/*`, `src/components/home/SmartToolsGrid.tsx` | S | Low |
+| 1 | Remove disabled Closet bulk actions from “More” until wired. | `app/(tabs)/closet.tsx` | S | Low |
+| 1 | Add real AURA chat empty state. | `app/(tabs)/ai.tsx`, `src/components/ai/ChatList.tsx`, new `src/components/ai/AuraEmptyState.tsx` | S | Low |
+| 1 | Fix Item Detail dark input styles and old constants. | `app/(tabs)/item/[id].tsx` | S | Low |
+| 1 | Guard or remove dev logging. | `app/(tabs)/ai.tsx`, `app/(tabs)/closet.tsx`, `app/(tabs)/item/[id].tsx`, `src/addItem/*`, `src/lib/*`, `src/utils/dailyOutfits.ts` | M | Low |
+| 2 | Add branded confirmation/error sheets for common flows. | new `src/components/aura/AuraConfirmSheet.tsx`, `src/lib/toast.ts`, screens using `Alert.alert` | M | Medium |
+| 2 | Wire Product Link quick add to a direct import/review path. | `app/(tabs)/closet.tsx`, `src/lib/auraAttachments.ts`, `src/lib/aura.ts`, `functions/src/importProductLink.ts`, `app/(tabs)/add.tsx` | M | Medium |
+| 2 | Add failed-ingestion recovery actions in Item Detail. | `app/(tabs)/item/[id].tsx`, `src/lib/items.ts`, `src/addItem/hooks/useItemExtraction.ts` | M | Medium |
+| 2 | Apply closet preferences to default filters/sort. | `app/(tabs)/closet.tsx`, `src/lib/userProfile.ts`, `src/types/UserProfilePreferences.ts` | S | Low |
+| 2 | Wire AURA laundry actions with confirmation. | `app/(tabs)/ai.tsx`, `src/lib/items.ts`, `functions/src/shared/auraPrompt.ts`, `src/types/aura.ts` | M | Medium |
+| 2 | Wire AURA arbitrary-date planner actions. | `app/(tabs)/ai.tsx`, `app/(tabs)/calendar.tsx`, `src/utils/dailyOutfits.ts`, `src/types/aura.ts` | M | Medium |
+| 2 | Replace placeholder Insights with live unworn/gap data. | `app/insights/unworn.tsx`, `app/insights/gaps.tsx`, `functions/src/shared/detectWardrobeGaps.ts`, `src/lib/items.ts` | M | Medium |
+| 3 | Virtualize large Closet and Studio grids. | `app/(tabs)/closet.tsx`, `src/components/closet/ClosetCategorySection.tsx`, `app/(tabs)/studio.tsx` | M/L | Medium |
+| 3 | Consolidate route/header patterns. | `app/_layout.tsx`, `app/(tabs)/_layout.tsx`, tool screens, profile screens | M | Medium |
+| 3 | Consolidate profile/style/memory save paths. | `src/profile/screens.tsx`, `src/lib/userProfile.ts`, `src/lib/auraMemory.ts`, `src/lib/assistantMemory.ts`, `functions/src/shared/loadAuraUserProfile.ts` | L | High |
+| 3 | Add duplicate detection and merge flow. | `src/addItem/*`, `functions/src/ingestItemFromPhotos.ts`, `src/lib/items.ts` | L | Medium |
+| 4 | Full privacy deletion. | `src/profile/screens.tsx`, new callable Function, Firestore/Storage cleanup rules | L | High |
+
+## Specific Fix Notes
+
+### 1. Clean Verification
+
+- Fix `app/(tabs)/index.tsx` line around the Laundry CTA.
+- Re-run:
+  - `npm run lint`
+  - `npx tsc --noEmit`
+  - `cd functions && npm run build`
+- Address lint warnings in:
+  - `src/addItem/hooks/useAddWizardState.ts`
+  - `src/addItem/hooks/useItemExtraction.ts`
+  - `src/components/AiInsightCard.tsx`
+  - `src/components/PhotoEditorSection.tsx`
+  - `src/components/closet/ClosetFilterSheet.tsx`
+
+### 2. Placeholder and Route Cleanup
+
+- Decide whether `Studio` is top-level or hidden tab route. Prefer one canonical route.
+- Remove Home cards for Packing/Insights until live, or route them into AURA prompts instead of dead screens.
+- For Insights:
+  - `Most worn` and `Color balance` need `onPress` or removal.
+  - `Wardrobe gaps` should use real closet data or AURA backend gap detection.
+  - `Unworn items` should query and render real items.
+
+### 3. AURA Action Framework
+
+Start with client-side deterministic actions before adding a broad tool system:
+
+- Laundry:
+  - Parse assistant action payload or use explicit buttons.
+  - Confirm item names.
+  - Call `updateLaundryStatus`.
+- Planner:
+  - Let action include `dateKey`.
+  - Call `savePlannedRecord`.
+  - Show confirmation with “Open Calendar.”
+- Closet edits:
+  - Start with safe fields: favorite, status, notes, size.
+  - Use confirmation sheet before destructive edits.
+- Product links:
+  - Use direct import/review instead of chat-only prompt.
+
+Likely files: `app/(tabs)/ai.tsx`, `src/types/aura.ts`, `src/lib/aura.ts`, `functions/src/askAuraStream.ts`, `functions/src/shared/auraPrompt.ts`.
+
+### 4. Premium UI System
+
+Add shared primitives:
+
+- `src/components/aura/AuraScreenHeader.tsx`
+- `src/components/aura/AuraBottomSheet.tsx`
+- `src/components/aura/AuraConfirmSheet.tsx`
+- `src/components/aura/AuraEmptyState.tsx`
+- `src/components/aura/AuraErrorState.tsx`
+
+Then migrate:
+
+- Item Detail overflow/delete/wash.
+- Add Item permission/upload failures.
+- AURA retry errors.
+- Closet quick add/product link modal.
+- Profile save/delete/logout flows.
+
+### 5. Ingestion Recovery
+
+Add a single recovery model:
+
+- Processing: show progress and what AURA is doing.
+- Failed: Retry AI, Edit manually, Remove draft.
+- Needs review: Review now, Save as-is, Remove.
+
+Likely files:
+
+- `src/components/closet/ClosetProcessingSection.tsx`
+- `app/(tabs)/item/[id].tsx`
+- `src/addItem/hooks/useItemExtraction.ts`
+- `src/addItem/hooks/useItemDraft.ts`
+- `functions/src/ingestItemFromPhotos.ts`
+
+### 6. Data Cleanup
+
+- Align laundry thresholds between `MAX_WEARS_BEFORE_WASH` and `normalizeLaundryStatus`.
+- Backfill `laundryStatus` for all items and reduce reliance on legacy `status`.
+- Create one helper for item image source selection and use it everywhere.
+- Document the canonical profile fields consumed by AURA.
+
+Likely files:
+
+- `src/lib/items.ts`
+- `src/lib/itemImage.ts`
+- `scripts/backfill-closet-consistency.mjs`
+- `src/types/ClothingItem.ts`
+- `src/types/UserProfilePreferences.ts`
+
+## Testing Checklist
+
+### Commands
+
+- `cd /Users/athfan/wardrobe-ai/closet`
+- `npm run lint`
+- `npx tsc --noEmit`
+- `cd functions && npm run build`
+- `npm run ios` or `npm run start`
+
+### Manual App Pass
+
+- New user: register, onboarding, empty closet Home, empty AURA chat.
+- Auth: login, forgot password, Google/Apple if available, sign out.
+- Home: all quick actions, smart tools, latest chat, latest look, minimum closet card.
+- Closet: empty, many items, filters, search, selection mode, quick add, product link, processing failed/retry.
+- Add Item: camera denied, photo denied, upload failure, extraction failure, edit existing item, duplicate last item.
+- Item Detail: no image, long names, color correction, pattern/material edit, mark worn, send laundry, wash, delete.
+- AURA: text prompt, image attach, product link, outfit photo, streaming error, retry, chat drawer actions.
+- Calendar: plan today, copy plan, swap item, mark worn, laundry exclusion, past date, future date.
+- Laundry: all tabs empty/full, single status changes, bulk changes.
+- Profile: every subpage save, avatar upload denied, clear memory, export, logout, delete-account warning.
+- Studio: empty closet, large closet, max item limits, one-piece constraints, save, plan, ask AURA.
+- Insights/Packing: verify hidden or honest if not wired.
+
+### Device/Edge Cases
+
+- Small phone with keyboard open.
+- Large phone.
+- No internet/backend error.
+- Permission denied for camera/photos/location/calendar/microphone.
+- Missing item images.
+- Long item/brand names.
+- Duplicate-looking items.
+- 100+ closet items.
+- Empty closet.
+- All items in laundry.
+- User with profile preferences changed after onboarding.
diff --git a/src/components/tools/ToolScreenScaffold.tsx b/src/components/tools/ToolScreenScaffold.tsx
new file mode 100644
index 0000000..90b5de8
--- /dev/null
+++ b/src/components/tools/ToolScreenScaffold.tsx
@@ -0,0 +1,137 @@
+import React from "react";
+import { Pressable, ScrollView, Text, View } from "react-native";
+
+import { SafeScreen } from "@/src/components/SafeScreen";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+
+export function ToolScreenScaffold({
+  title,
+  subtitle,
+  children,
+}: {
+  title: string;
+  subtitle: string;
+  children: React.ReactNode;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  return (
+    <SafeScreen backgroundColor={colors.background} includeTopInset={false}>
+      <ScrollView
+        showsVerticalScrollIndicator={false}
+        contentContainerStyle={{
+          paddingHorizontal: layout.horizontalPadding,
+          gap: layout.sectionGap,
+        }}
+      >
+        <View style={{ gap: 6 }}>
+          <Text style={{ color: colors.text, fontSize: 30 * layout.titleScale, fontWeight: "900", letterSpacing: 0 }}>
+            {title}
+          </Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 15, lineHeight: 22 }}>
+            {subtitle}
+          </Text>
+        </View>
+        {children}
+      </ScrollView>
+    </SafeScreen>
+  );
+}
+
+export function ToolCard({
+  title,
+  subtitle,
+  children,
+  onPress,
+}: {
+  title: string;
+  subtitle?: string;
+  children?: React.ReactNode;
+  onPress?: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+  const content = (
+    <View
+      style={{
+        borderRadius: layout.largeRadius,
+        padding: layout.cardPadding,
+        backgroundColor: colors.surface,
+        borderWidth: 1,
+        borderColor: colors.border,
+        gap: 10,
+      }}
+    >
+      <View style={{ gap: subtitle ? 4 : 0 }}>
+        <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>{title}</Text>
+        {subtitle ? (
+          <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 19 }}>
+            {subtitle}
+          </Text>
+        ) : null}
+      </View>
+      {children}
+    </View>
+  );
+
+  if (!onPress) return content;
+
+  return (
+    <Pressable onPress={onPress} style={({ pressed }) => ({ opacity: pressed ? 0.86 : 1 })}>
+      {content}
+    </Pressable>
+  );
+}
+
+export function ToolPrimaryButton({
+  label,
+  onPress,
+}: {
+  label: string;
+  onPress?: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  return (
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        borderRadius: layout.mediumRadius,
+        paddingVertical: 15,
+        alignItems: "center",
+        justifyContent: "center",
+        backgroundColor: colors.ctaCream,
+        opacity: pressed ? 0.88 : 1,
+      })}
+    >
+      <Text style={{ color: colors.ctaText, fontSize: 15, fontWeight: "900" }}>{label}</Text>
+    </Pressable>
+  );
+}
+
+export function ToolChip({
+  label,
+}: {
+  label: string;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  return (
+    <View
+      style={{
+        paddingHorizontal: 13,
+        paddingVertical: 9,
+        borderRadius: layout.pillRadius,
+        backgroundColor: colors.chipBackground,
+        borderWidth: 1,
+        borderColor: colors.border,
+      }}
+    >
+      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>{label}</Text>
+    </View>
+  );
+}
diff --git a/src/lib/localCache.ts b/src/lib/localCache.ts
new file mode 100644
index 0000000..04c863e
--- /dev/null
+++ b/src/lib/localCache.ts
@@ -0,0 +1,430 @@
+import { Storage } from "@/src/lib/storage";
+import type { AIMessage } from "@/src/components/ai/chatTypes";
+import type { AIChatThread } from "@/src/lib/aiChats";
+import type { MinimumClosetProgress } from "@/src/lib/minimumCloset";
+import type { SavedAuraLookRecord } from "@/src/lib/auraLooks";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
+import type { DailyOutfitRecord } from "@/src/utils/dailyOutfits";
+
+export const LOCAL_CACHE_VERSION = 1;
+
+const CACHE_PREFIX = "local-cache";
+const MAX_CACHED_CHAT_MESSAGES = 50;
+
+export const LOCAL_CACHE_MAX_AGE_MS = {
+  closetItems: 24 * 60 * 60 * 1000,
+  homeSnapshot: 6 * 60 * 60 * 1000,
+  chatList: 7 * 24 * 60 * 60 * 1000,
+  recentMessages: 7 * 24 * 60 * 60 * 1000,
+  profilePreferences: 7 * 24 * 60 * 60 * 1000,
+} as const;
+
+type CacheEnvelope<T> = {
+  version: number;
+  updatedAt: number;
+  data: T;
+};
+
+export type LocalCacheResult<T> = {
+  data: T;
+  updatedAt: number;
+  stale: boolean;
+};
+
+export type HomeDashboardSnapshot = {
+  closetItemCount: number;
+  cleanCount: number;
+  laundryCount: number;
+  needsWashCount: number;
+  minimumClosetProgress: MinimumClosetProgress | null;
+  latestSavedLookPreview: SavedAuraLookRecord | null;
+  latestChatPreview: AIChatThread | null;
+  todayOutfitPreview: DailyOutfitRecord | null;
+};
+
+function keyFor(uid: string, suffix: string) {
+  return `aura:${uid}:${CACHE_PREFIX}:v${LOCAL_CACHE_VERSION}:${suffix}`;
+}
+
+function isObject(value: unknown): value is Record<string, unknown> {
+  return !!value && typeof value === "object" && !Array.isArray(value);
+}
+
+function isRemoteUrl(value: unknown) {
+  return /^https?:\/\//i.test(String(value ?? "").trim());
+}
+
+function cleanRemoteUrl(value: unknown): string | null {
+  const url = String(value ?? "").trim();
+  return isRemoteUrl(url) ? url : null;
+}
+
+function isLikelyDerivedImageUrl(value: unknown) {
+  const url = String(value ?? "").trim().toLowerCase();
+  if (!isRemoteUrl(url)) return false;
+  return /clean|cutout|normalized|thumb|thumbnail|preview|crop|cropped|transparent|alpha|isolated/.test(url);
+}
+
+function cleanDerivedImageUrl(value: unknown): string | null {
+  return isLikelyDerivedImageUrl(value) ? String(value).trim() : null;
+}
+
+function cleanString(value: unknown): string | null {
+  const text = String(value ?? "").trim();
+  return text || null;
+}
+
+function cleanStringList(value: unknown, max = 24): string[] | undefined {
+  if (!Array.isArray(value)) return undefined;
+  const cleaned = value.map(cleanString).filter(Boolean).slice(0, max) as string[];
+  return cleaned.length ? cleaned : undefined;
+}
+
+function toMillis(value: unknown): number | null {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  if (value instanceof Date) return Number.isFinite(value.getTime()) ? value.getTime() : null;
+  if (value && typeof value === "object") {
+    const maybeTimestamp = value as {
+      toMillis?: () => number;
+      toDate?: () => Date;
+      seconds?: number;
+      nanoseconds?: number;
+    };
+    if (typeof maybeTimestamp.toMillis === "function") {
+      const millis = maybeTimestamp.toMillis();
+      return Number.isFinite(millis) ? millis : null;
+    }
+    if (typeof maybeTimestamp.toDate === "function") {
+      const date = maybeTimestamp.toDate();
+      return Number.isFinite(date?.getTime?.()) ? date.getTime() : null;
+    }
+    if (typeof maybeTimestamp.seconds === "number") {
+      return maybeTimestamp.seconds * 1000 + Math.floor((maybeTimestamp.nanoseconds ?? 0) / 1000000);
+    }
+  }
+  return null;
+}
+
+function compact<T extends Record<string, unknown>>(value: T): T {
+  return Object.fromEntries(
+    Object.entries(value).filter(([, entry]) => entry !== undefined)
+  ) as T;
+}
+
+function sanitizePhotosForCache(item: ClothingItem) {
+  const photos = item.photos ?? {};
+  const cleanedSource = photos.cleanedSource === "placeholder" || photos.cleanedSource === "onnx" || photos.cleanedSource === "vision"
+    ? photos.cleanedSource
+    : undefined;
+  const images = [
+    ...(Array.isArray(item.images) ? item.images : []),
+    ...(Array.isArray(photos.images) ? photos.images : []),
+  ]
+    .map((image) =>
+      compact({
+        cleanedUrl: cleanRemoteUrl(image?.cleanedUrl),
+        isPrimary: image?.isPrimary === true ? true : undefined,
+      })
+    )
+    .filter((image) => image.cleanedUrl);
+
+  const sanitized = compact({
+    normalizedUrl: cleanRemoteUrl(photos.normalizedUrl),
+    previewUrl: cleanRemoteUrl(photos.previewUrl),
+    cleanedUrl: cleanRemoteUrl(photos.cleanedUrl),
+    cleanedPhotoUrl: cleanRemoteUrl(photos.cleanedPhotoUrl),
+    cleanedThumbUrl: cleanRemoteUrl(photos.cleanedThumbUrl),
+    thumbUrl: cleanRemoteUrl(photos.thumbUrl),
+    croppedUrl: cleanRemoteUrl(photos.croppedUrl),
+    primaryUrl: cleanDerivedImageUrl(photos.primaryUrl ?? item.photoUrl),
+    cleanedSource,
+    images: images.length ? images : undefined,
+  });
+
+  return Object.keys(sanitized).length ? sanitized : undefined;
+}
+
+function sanitizeClosetItemForCache(item: ClothingItem): ClothingItem {
+  const createdAt = toMillis(item.createdAt) ?? Date.now();
+  const updatedAt = toMillis((item as { updatedAt?: unknown }).updatedAt);
+  return compact({
+    id: item.id,
+    name: cleanString(item.name) ?? undefined,
+    brand: cleanString(item.brand) ?? "",
+    category: item.category,
+    subCategory: cleanString(item.subCategory) ?? undefined,
+    type: cleanString(item.type) ?? undefined,
+    wearSlot: item.wearSlot,
+    pattern: item.pattern,
+    material: cleanString(item.material) ?? undefined,
+    style: cleanString(item.style) ?? undefined,
+    formality: item.formality,
+    warmth: item.warmth,
+    layerRole: item.layerRole,
+    visualWeight: item.visualWeight,
+    versatilityScore: typeof item.versatilityScore === "number" ? item.versatilityScore : undefined,
+    aestheticTags: cleanStringList(item.aestheticTags),
+    detailTags: cleanStringList(item.detailTags),
+    occasionTags: cleanStringList(item.occasionTags),
+    seasonTags: cleanStringList(item.seasonTags),
+    size: cleanString(item.size) ?? undefined,
+    fit: item.fit,
+    rise: item.rise,
+    legShape: item.legShape,
+    isFavorite: item.isFavorite ?? undefined,
+    status: item.status ?? "AVAILABLE",
+    laundryStatus: item.laundryStatus ?? undefined,
+    wearCountSinceWash: typeof item.wearCountSinceWash === "number" ? item.wearCountSinceWash : 0,
+    laundryUpdatedAt: toMillis(item.laundryUpdatedAt) ?? undefined,
+    lastWornAt: toMillis(item.lastWornAt) ?? undefined,
+    lastWornDate: toMillis(item.lastWornDate) ?? undefined,
+    lastWashedDate: toMillis(item.lastWashedDate) ?? undefined,
+    lastWashedAt: toMillis(item.lastWashedAt) ?? undefined,
+    createdAt,
+    updatedAt: updatedAt ?? undefined,
+    colorLabel: cleanString(item.colorLabel) ?? undefined,
+    primaryColor: cleanString(item.primaryColor) ?? undefined,
+    displayColor: cleanString(item.displayColor) ?? undefined,
+    displayColors: cleanStringList(item.displayColors),
+    colors: cleanStringList(item.colors),
+    aiColorLabel: cleanString(item.aiColorLabel) ?? undefined,
+    aiColors: cleanStringList(item.aiColors),
+    cleanedImageUrl: cleanRemoteUrl(item.cleanedImageUrl) ?? undefined,
+    cleanedUrl: cleanRemoteUrl((item as { cleanedUrl?: unknown }).cleanedUrl) ?? undefined,
+    cleanedPhotoUrl: cleanRemoteUrl((item as { cleanedPhotoUrl?: unknown }).cleanedPhotoUrl) ?? undefined,
+    normalizedUrl: cleanRemoteUrl((item as { normalizedUrl?: unknown }).normalizedUrl) ?? undefined,
+    photos: sanitizePhotosForCache(item),
+    visualNormalization: item.visualNormalization ?? undefined,
+    backgroundRemovalMethod: item.backgroundRemovalMethod,
+    ingestion: item.ingestion
+      ? compact({
+          status: item.ingestion.status,
+          lastRunAt: toMillis(item.ingestion.lastRunAt) ?? undefined,
+          error: item.ingestion.error,
+          runId: cleanString(item.ingestion.runId) ?? undefined,
+        })
+      : undefined,
+    ingestionStatus: item.ingestionStatus ?? undefined,
+    isDraft: item.isDraft === true ? true : undefined,
+    draftState: item.draftState ?? undefined,
+    itemLifecycleStatus: (item as { itemLifecycleStatus?: unknown }).itemLifecycleStatus,
+  }) as ClothingItem;
+}
+
+function sanitizeMessageAttachment(attachment: unknown) {
+  if (!isObject(attachment)) return null;
+  const type = attachment.type === "audio" ? "audio" : attachment.type === "image" ? "image" : null;
+  const uri = cleanRemoteUrl(attachment.uri);
+  const id = cleanString(attachment.id);
+  if (!type || !uri || !id) return null;
+
+  if (type === "image") {
+    return compact({
+      id,
+      type,
+      uri,
+      groupId: cleanString(attachment.groupId) ?? undefined,
+      role: attachment.role,
+      width: typeof attachment.width === "number" ? attachment.width : undefined,
+      height: typeof attachment.height === "number" ? attachment.height : undefined,
+    });
+  }
+
+  return compact({
+    id,
+    type,
+    uri,
+    durationMs: typeof attachment.durationMs === "number" ? attachment.durationMs : undefined,
+    transcript: cleanString(attachment.transcript) ?? undefined,
+  });
+}
+
+function sanitizeDeep(value: unknown): unknown {
+  if (Array.isArray(value)) {
+    return value.map(sanitizeDeep).filter((entry) => entry !== undefined);
+  }
+  if (isObject(value)) {
+    return Object.fromEntries(
+      Object.entries(value)
+        .filter(([key]) => key !== "localUri")
+        .map(([key, entry]) => [key, sanitizeDeep(entry)])
+        .filter(([, entry]) => entry !== undefined)
+    );
+  }
+  if (typeof value === "string") {
+    const trimmed = value.trim();
+    if (/^data:/i.test(trimmed) || /^file:/i.test(trimmed)) return undefined;
+    return trimmed.length > 8000 ? `${trimmed.slice(0, 8000)}...` : trimmed;
+  }
+  return value;
+}
+
+function sanitizeChatMessageForCache(message: AIMessage): AIMessage | null {
+  if (message.streaming) return null;
+  const attachments = Array.isArray(message.attachments)
+    ? message.attachments.map(sanitizeMessageAttachment).filter(Boolean)
+    : undefined;
+  return compact({
+    id: cleanString(message.id) ?? `cached-${Date.now()}`,
+    type: message.type,
+    kind: message.kind,
+    text: typeof message.text === "string" ? message.text.slice(0, 8000) : undefined,
+    assistantIntroText:
+      typeof message.assistantIntroText === "string"
+        ? message.assistantIntroText.slice(0, 4000)
+        : undefined,
+    attachments: attachments?.length ? attachments : undefined,
+    outfits: message.outfits,
+    aura: message.aura ? sanitizeDeep(message.aura) : undefined,
+    createdAt: toMillis(message.createdAt) ?? Date.now(),
+  }) as AIMessage;
+}
+
+function sanitizeChatThreadForCache(thread: AIChatThread): AIChatThread {
+  return {
+    chatId: thread.chatId,
+    title: thread.title,
+    createdAt: toMillis(thread.createdAt) ?? Date.now(),
+    updatedAt: toMillis(thread.updatedAt) ?? Date.now(),
+    lastMessagePreview: thread.lastMessagePreview,
+    messageCount: typeof thread.messageCount === "number" ? thread.messageCount : 0,
+    threadId: typeof thread.threadId === "string" ? thread.threadId : null,
+    pinned: thread.pinned === true,
+    archived: thread.archived === true,
+    titleEdited: thread.titleEdited === true,
+  };
+}
+
+function sanitizeHomeSnapshotForCache(snapshot: HomeDashboardSnapshot): HomeDashboardSnapshot {
+  return {
+    closetItemCount: snapshot.closetItemCount,
+    cleanCount: snapshot.cleanCount,
+    laundryCount: snapshot.laundryCount,
+    needsWashCount: snapshot.needsWashCount,
+    minimumClosetProgress: snapshot.minimumClosetProgress,
+    latestSavedLookPreview: snapshot.latestSavedLookPreview
+      ? (sanitizeDeep(snapshot.latestSavedLookPreview) as SavedAuraLookRecord)
+      : null,
+    latestChatPreview: snapshot.latestChatPreview
+      ? sanitizeChatThreadForCache(snapshot.latestChatPreview)
+      : null,
+    todayOutfitPreview: snapshot.todayOutfitPreview
+      ? (sanitizeDeep(snapshot.todayOutfitPreview) as DailyOutfitRecord)
+      : null,
+  };
+}
+
+async function readCache<T>(uid: string, suffix: string, maxAgeMs: number): Promise<LocalCacheResult<T> | null> {
+  try {
+    const raw = await Storage.getItem(keyFor(uid, suffix));
+    if (!raw) return null;
+    const parsed = JSON.parse(raw) as CacheEnvelope<T>;
+    if (!parsed || parsed.version !== LOCAL_CACHE_VERSION || !("data" in parsed)) return null;
+    const updatedAt = typeof parsed.updatedAt === "number" ? parsed.updatedAt : 0;
+    return {
+      data: parsed.data,
+      updatedAt,
+      stale: !updatedAt || Date.now() - updatedAt > maxAgeMs,
+    };
+  } catch {
+    return null;
+  }
+}
+
+async function writeCache<T>(uid: string, suffix: string, data: T): Promise<void> {
+  try {
+    const payload: CacheEnvelope<T> = {
+      version: LOCAL_CACHE_VERSION,
+      updatedAt: Date.now(),
+      data,
+    };
+    await Storage.setItem(keyFor(uid, suffix), JSON.stringify(payload));
+  } catch {
+    // Local cache writes must never block Firestore-backed UI.
+  }
+}
+
+export function getCachedClosetItems(uid: string) {
+  return readCache<ClothingItem[]>(uid, "closet-items", LOCAL_CACHE_MAX_AGE_MS.closetItems);
+}
+
+export function setCachedClosetItems(uid: string, items: ClothingItem[]) {
+  return writeCache(
+    uid,
+    "closet-items",
+    (Array.isArray(items) ? items : []).map(sanitizeClosetItemForCache)
+  );
+}
+
+export function getCachedHomeSnapshot(uid: string) {
+  return readCache<HomeDashboardSnapshot>(uid, "home-snapshot", LOCAL_CACHE_MAX_AGE_MS.homeSnapshot);
+}
+
+export function setCachedHomeSnapshot(uid: string, snapshot: HomeDashboardSnapshot) {
+  return writeCache(uid, "home-snapshot", sanitizeHomeSnapshotForCache(snapshot));
+}
+
+export function getCachedChatList(uid: string) {
+  return readCache<AIChatThread[]>(uid, "chat-list", LOCAL_CACHE_MAX_AGE_MS.chatList);
+}
+
+export function setCachedChatList(uid: string, chats: AIChatThread[]) {
+  return writeCache(
+    uid,
+    "chat-list",
+    (Array.isArray(chats) ? chats : []).map(sanitizeChatThreadForCache)
+  );
+}
+
+export function getCachedRecentMessages(uid: string, chatId: string) {
+  return readCache<AIMessage[]>(
+    uid,
+    `chat-messages:${chatId}`,
+    LOCAL_CACHE_MAX_AGE_MS.recentMessages
+  );
+}
+
+export function setCachedRecentMessages(uid: string, chatId: string, messages: AIMessage[]) {
+  return writeCache(
+    uid,
+    `chat-messages:${chatId}`,
+    (Array.isArray(messages) ? messages : [])
+      .map(sanitizeChatMessageForCache)
+      .filter((message): message is AIMessage => !!message)
+      .slice(-MAX_CACHED_CHAT_MESSAGES)
+  );
+}
+
+export async function clearCachedRecentMessages(uid: string, chatId: string) {
+  try {
+    await Storage.removeItem(keyFor(uid, `chat-messages:${chatId}`));
+  } catch {
+    // ignore
+  }
+}
+
+export function getCachedProfilePreferences(uid: string) {
+  return readCache<UserProfilePreferences>(
+    uid,
+    "profile-preferences",
+    LOCAL_CACHE_MAX_AGE_MS.profilePreferences
+  );
+}
+
+export function setCachedProfilePreferences(uid: string, prefs: UserProfilePreferences) {
+  return writeCache(uid, "profile-preferences", sanitizeDeep(prefs) as UserProfilePreferences);
+}
+
+export async function clearLocalCacheForUser(uid: string) {
+  try {
+    const keys = await Storage.getAllKeys();
+    await Promise.all(
+      keys
+        .filter((key) => key.startsWith(`aura:${uid}:${CACHE_PREFIX}:`))
+        .map((key) => Storage.removeItem(key))
+    );
+  } catch {
+    // ignore
+  }
+}

From 190c6a2b30fc65c8c81aa9219f0ec95ba8b96bef Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Thu, 30 Apr 2026 23:04:28 -0500
Subject: [PATCH 38/93] chore: finalize polish, utilities, and minor fixes

---
 app/(onboarding)/index.tsx                    |  26 ++
 app/aura/swipe.tsx                            |   8 +-
 .../ios/ExpoVisionBgModule.swift              |  23 +-
 src/components/AgendaCard.tsx                 |  16 +-
 src/components/AiInsightCard.tsx              |   4 +
 src/lib/items.ts                              |  74 ++++-
 src/lib/localChatCache.ts                     |  26 +-
 src/lib/outfitGenerator.ts                    | 258 +++++++++++++++++-
 src/lib/storage.ts                            |   3 +-
 src/lib/toast.ts                              |   9 +
 src/lib/userProfile.ts                        |  43 ++-
 11 files changed, 455 insertions(+), 35 deletions(-)

diff --git a/app/(onboarding)/index.tsx b/app/(onboarding)/index.tsx
index 652a06e..f219926 100644
--- a/app/(onboarding)/index.tsx
+++ b/app/(onboarding)/index.tsx
@@ -247,6 +247,32 @@ export default function OnboardingScreen() {
           preferredFit: profile.preferredFit ?? "regular",
         });
       })
+      .catch(() => {
+        if (cancelled) return;
+        const units = unitsForPreference(detected.unitsPreference);
+        const heightDefault = detected.unitsPreference === "imperial" ? 67 : 170;
+        setDraft({
+          ...EMPTY_USER_PROFILE_PREFERENCES,
+          region: detected.region,
+          unitsPreference: detected.unitsPreference,
+          units,
+          firstName:
+            user.displayName?.split(" ")[0] ??
+            user.email?.split("@")[0] ??
+            "",
+          body: {
+            height: heightDefault,
+          },
+          height: {
+            value: heightDefault,
+            unit: detected.unitsPreference === "imperial" ? "ft_in" : "cm",
+          },
+          defaultSizes: {
+            shoes: "EU 42",
+          },
+          preferredFit: "regular",
+        });
+      })
       .finally(() => {
         if (!cancelled) setLoading(false);
       });
diff --git a/app/aura/swipe.tsx b/app/aura/swipe.tsx
index 247b755..21eb0be 100644
--- a/app/aura/swipe.tsx
+++ b/app/aura/swipe.tsx
@@ -198,9 +198,7 @@ export default function AuraSwipeScreen() {
     if (processingSwipe || !activeLookRef.current) return;
     const lookEntry = activeLookRef.current;
     setProcessingSwipe(true);
-    void Haptics.impactAsync(
-      direction === "up" ? Haptics.ImpactFeedbackStyle.Medium : Haptics.ImpactFeedbackStyle.Light,
-    );
+    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
 
     const target =
       direction === "left"
@@ -645,7 +643,7 @@ const styles = StyleSheet.create({
     color: palette.textPrimary,
     fontSize: 18,
     fontWeight: "800",
-    letterSpacing: -0.35,
+    letterSpacing: 0,
     fontFamily: Fonts.sans,
   },
   headerButton: {
@@ -830,7 +828,7 @@ const styles = StyleSheet.create({
   caughtUpMarkText: {
     fontSize: 24,
     fontWeight: "900",
-    letterSpacing: -0.5,
+    letterSpacing: 0,
     fontFamily: Fonts.sans,
   },
   caughtUpButton: {
diff --git a/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift b/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
index a464ee1..9be578e 100644
--- a/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
+++ b/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
@@ -42,7 +42,7 @@ public class ExpoVisionBgModule: Module {
   private static let antialiasMaskKernel = CIColorKernel(source: """
   kernel vec4 antialiasMask(__sample mask) {
     float value = clamp(max(mask.r, max(mask.g, mask.b)), 0.0, 1.0);
-    float alpha = smoothstep(0.02, 0.98, value);
+    float alpha = smoothstep(0.01, 0.99, value);
     return vec4(alpha, alpha, alpha, alpha);
   }
   """)
@@ -55,8 +55,8 @@ public class ExpoVisionBgModule: Module {
     }
 
     float interiorAlpha = clamp(interiorColor.a, 0.0, 1.0);
-    float partialEdge = (1.0 - smoothstep(0.92, 0.995, alpha)) * smoothstep(0.005, 0.08, alpha);
-    float safeInterior = smoothstep(0.005, 0.05, interiorAlpha);
+    float partialEdge = (1.0 - smoothstep(0.985, 0.999, alpha)) * smoothstep(0.002, 0.05, alpha);
+    float safeInterior = smoothstep(0.001, 0.025, interiorAlpha);
     vec3 safeRGB = mix(source.rgb, interiorColor.rgb, safeInterior);
     vec3 rgb = mix(source.rgb, safeRGB, partialEdge);
     return vec4(rgb, alpha);
@@ -628,8 +628,8 @@ public class ExpoVisionBgModule: Module {
 
     let finalInteriorMask = thresholdMaskImage(interiorMask, threshold: 0.5, to: targetExtent)
 
-    // Feathering the original source reintroduces contaminated semi-transparent RGB. Instead,
-    // add a tiny clean antialias band around the already-tight matte.
+    // The tight mask removes the halo-prone outer rim. A final clean antialias band
+    // smooths fabric curves without returning to Vision's contaminated soft mask.
     _ = feather
     return (
       antialiasedMaskImage(finalInteriorMask, to: targetExtent),
@@ -668,7 +668,7 @@ public class ExpoVisionBgModule: Module {
   ) -> CIImage {
     let smoothed = mask
       .applyingFilter("CIGaussianBlur", parameters: [
-        kCIInputRadiusKey: 0.35
+        kCIInputRadiusKey: 0.65
       ])
       .cropped(to: targetExtent)
 
@@ -690,8 +690,9 @@ public class ExpoVisionBgModule: Module {
     targetExtent: CGRect
   ) -> CIImage {
     let transparentBg = CIImage(color: .clear).cropped(to: targetExtent)
-    // Dark cards expose white/gray edge RGB. Sample replacement color from the
-    // tight interior mask, not from the already-composited cutout edge.
+    // Decontaminated RGB prevents white fringe from returning: partial-alpha
+    // pixels sample replacement color from the safe interior garment area, not
+    // from the original background-contaminated edge or composited cutout.
     let interiorOnly = transparentBg.applyingFilter("CIBlendWithMask", parameters: [
       kCIInputImageKey: sourceImage,
       kCIInputBackgroundImageKey: transparentBg,
@@ -700,8 +701,12 @@ public class ExpoVisionBgModule: Module {
 
     let interiorColor = interiorOnly
       .applyingFilter("CIPremultiplyAlpha")
+      .applyingFilter("CIMorphologyMaximum", parameters: [
+        kCIInputRadiusKey: 1.05
+      ])
+      .cropped(to: targetExtent)
       .applyingFilter("CIGaussianBlur", parameters: [
-        kCIInputRadiusKey: 1.25
+        kCIInputRadiusKey: 1.45
       ])
       .cropped(to: targetExtent)
       .applyingFilter("CIUnpremultiplyAlpha")
diff --git a/src/components/AgendaCard.tsx b/src/components/AgendaCard.tsx
index 5bba566..9ae093d 100644
--- a/src/components/AgendaCard.tsx
+++ b/src/components/AgendaCard.tsx
@@ -51,7 +51,21 @@ export default function AgendaCard({
           <Text style={[styles.linkText, { color: colors.text }]}>Calendar unavailable · Retry</Text>
         </Pressable>
       ) : events.length === 0 ? (
-        <Text style={[styles.muted, { color: colors.textSecondary }]}>No events today</Text>
+        <View
+          style={{
+            borderRadius: 16,
+            borderWidth: 1,
+            borderColor: "rgba(255,255,255,0.08)",
+            backgroundColor: "rgba(255,255,255,0.04)",
+            padding: 12,
+            gap: 5,
+          }}
+        >
+          <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>Open day</Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 18 }}>
+            No calendar events here. AURA can bias this day toward comfort, weather, and your planned outfit.
+          </Text>
+        </View>
       ) : (
         <View style={{ gap: 8 }}>
           {events.map((event) => (
diff --git a/src/components/AiInsightCard.tsx b/src/components/AiInsightCard.tsx
index 0c53930..ca5e57e 100644
--- a/src/components/AiInsightCard.tsx
+++ b/src/components/AiInsightCard.tsx
@@ -179,6 +179,8 @@ export const AiInsightCard = React.memo(function AiInsightCard({
       </Text>
     );
   }, [
+    colors.text,
+    colors.textSecondary,
     weather.actions.openSettings,
     weather.actions.refresh,
     weather.actions.requestPermission,
@@ -249,6 +251,8 @@ export const AiInsightCard = React.memo(function AiInsightCard({
     calendar.moreCount,
     calendar.permission,
     calendar.state,
+    colors.text,
+    colors.textSecondary,
   ]);
 
   return (
diff --git a/src/lib/items.ts b/src/lib/items.ts
index f27af6d..60b8a89 100644
--- a/src/lib/items.ts
+++ b/src/lib/items.ts
@@ -15,6 +15,7 @@ import {
 import { db } from "./firebase";
 import { logItemStyleEvent } from "./auraMemory";
 import { buildSignalFromItem, updateAssistantMemoryFromAction } from "./assistantMemory";
+import { getCachedClosetItems, setCachedClosetItems } from "./localCache";
 import { ClothingItem, ClothingStatus, LaundryStatus } from "../types/ClothingItem";
 import { Category } from "../shared/wardrobeTaxonomy";
 
@@ -301,14 +302,61 @@ export function isInCategory(item: ClosetItem, filter: CategoryFilter) {
   return categoryValuesFor(filter).includes(category);
 }
 
+export type ClosetItemsSourceMeta = {
+  source: "cache" | "firestore";
+  stale?: boolean;
+  updatedAt?: number;
+};
+
+function applyItemOptions(
+  items: ClosetItem[],
+  options?: {
+    status?: StatusFilter;
+    sort?: ItemSort;
+    includeDrafts?: boolean;
+  }
+) {
+  const status = options?.status ?? "ALL";
+  const sort = options?.sort ?? "NEWEST";
+  const visible = options?.includeDrafts ? items : items.filter((item) => isVisibleWardrobeItem(item));
+  const filtered =
+    status === "ALL"
+      ? visible
+      : visible.filter((item) => item.status === status || legacyStatusForLaundryStatus(normalizeLaundryStatus(item)) === status);
+
+  return [...filtered].sort((left, right) => {
+    if (sort === "MOST_WORN") {
+      return Number(right.wearCountSinceWash ?? 0) - Number(left.wearCountSinceWash ?? 0);
+    }
+    return toTimestampNumber(right.createdAt) - toTimestampNumber(left.createdAt);
+  });
+}
+
+function toTimestampNumber(value: unknown) {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  if (value && typeof value === "object") {
+    const maybeTimestamp = value as { toMillis?: () => number; seconds?: number; nanoseconds?: number };
+    if (typeof maybeTimestamp.toMillis === "function") {
+      const millis = maybeTimestamp.toMillis();
+      return Number.isFinite(millis) ? millis : 0;
+    }
+    if (typeof maybeTimestamp.seconds === "number") {
+      return maybeTimestamp.seconds * 1000 + Math.floor((maybeTimestamp.nanoseconds ?? 0) / 1000000);
+    }
+  }
+  return 0;
+}
+
 export function listenToItems(
   uid: string,
-  cb: (items: ClosetItem[]) => void,
+  cb: (items: ClosetItem[], meta?: ClosetItemsSourceMeta) => void,
   options?: {
     status?: StatusFilter;
     sort?: ItemSort;
     includeDrafts?: boolean;
+    hydrateFromCache?: boolean;
     onError?: (message: string) => void;
+    onCacheStatus?: (meta: ClosetItemsSourceMeta) => void;
   }
 ) {
   const constraints: QueryConstraint[] = [];
@@ -327,18 +375,38 @@ export function listenToItems(
 
   const itemsRef = collection(db, "users", uid, "items");
   const q = query(itemsRef, ...constraints);
+  let active = true;
+
+  if (options?.hydrateFromCache !== false) {
+    void getCachedClosetItems(uid).then((cached) => {
+      if (!active || !cached?.data?.length) return;
+      const meta: ClosetItemsSourceMeta = {
+        source: "cache",
+        stale: cached.stale,
+        updatedAt: cached.updatedAt,
+      };
+      options?.onCacheStatus?.(meta);
+      cb(applyItemOptions(cached.data as ClosetItem[], options), meta);
+    });
+  }
 
-  return onSnapshot(
+  const unsubscribe = onSnapshot(
     q,
     (snap) => {
       const next: ClosetItem[] = snap.docs.map((d) => ({
         id: d.id,
         ...(d.data() as any),
       }));
-      cb(options?.includeDrafts ? next : next.filter((item) => isVisibleWardrobeItem(item)));
+      void setCachedClosetItems(uid, next);
+      cb(applyItemOptions(next, options), { source: "firestore" });
     },
     (err) => options?.onError?.(err.message)
   );
+
+  return () => {
+    active = false;
+    unsubscribe();
+  };
 }
 
 function toDateValue(value: unknown): Date | null {
diff --git a/src/lib/localChatCache.ts b/src/lib/localChatCache.ts
index 60db615..1c9077b 100644
--- a/src/lib/localChatCache.ts
+++ b/src/lib/localChatCache.ts
@@ -3,8 +3,10 @@ import { Storage } from "@/src/lib/storage";
 const CACHE_PREFIX = "outfit-chat:";
 const MAX_MESSAGES_PER_SESSION = 30;
 const MAX_SESSIONS = 6;
+const DEBUG_LOCAL_CHAT_CACHE = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 
 function logSession(event: string, data: Record<string, unknown>) {
+  if (!DEBUG_LOCAL_CHAT_CACHE) return;
   console.log(`[AIChatSession] ${event}`, data);
 }
 
@@ -36,8 +38,28 @@ function getScopedKey(uid: string, suffix: string) {
   return `${CACHE_PREFIX}${uid}:${suffix}`;
 }
 
+function sanitizeForCache<T>(value: T): T {
+  if (Array.isArray(value)) {
+    return value.map((entry) => sanitizeForCache(entry)) as T;
+  }
+  if (value && typeof value === "object") {
+    return Object.fromEntries(
+      Object.entries(value as Record<string, unknown>)
+        .filter(([key]) => key !== "localUri")
+        .map(([key, entry]) => [key, sanitizeForCache(entry)])
+        .filter(([, entry]) => entry !== undefined)
+    ) as T;
+  }
+  if (typeof value === "string") {
+    const trimmed = value.trim();
+    if (/^data:/i.test(trimmed) || /^file:/i.test(trimmed)) return undefined as T;
+    return (trimmed.length > 8000 ? `${trimmed.slice(0, 8000)}...` : trimmed) as T;
+  }
+  return value;
+}
+
 function trimMessages<T>(messages: T[]) {
-  return messages.slice(-MAX_MESSAGES_PER_SESSION);
+  return messages.slice(-MAX_MESSAGES_PER_SESSION).map((message) => sanitizeForCache(message));
 }
 
 function sortSessions<T>(sessions: LocalChatSession<T>[]) {
@@ -168,7 +190,7 @@ export async function loadLatestChatCache<T>(uid: string): Promise<CachePayload<
         return {
           chatId: typeof parsed.chatId === "string" ? parsed.chatId : null,
           threadId: typeof parsed.threadId === "string" ? parsed.threadId : null,
-          messages: parsed.messages,
+          messages: trimMessages(parsed.messages),
           updatedAt: typeof parsed.updatedAt === "number" ? parsed.updatedAt : Date.now(),
         };
       }
diff --git a/src/lib/outfitGenerator.ts b/src/lib/outfitGenerator.ts
index 6c67176..800fa51 100644
--- a/src/lib/outfitGenerator.ts
+++ b/src/lib/outfitGenerator.ts
@@ -1,5 +1,10 @@
 import { ClothingItem } from "../types/ClothingItem";
 import { MAX_WEARS_BEFORE_WASH, normalizeLaundryStatus, toCanonicalCategory } from "./items";
+import {
+  ACCESSORY_SLOT_ORDER,
+  getAccessorySlot,
+  type AccessorySlot,
+} from "@/shared/accessorySlots";
 
 export type OutfitIntent = {
   occasion?: string;
@@ -133,6 +138,212 @@ function colorPreferenceBonus(items: ClothingItem[], intent: OutfitIntent) {
   return bonus;
 }
 
+const DEBUG_AURA_ACCESSORIES =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+const accessoryDiscardDebugKeys = new Set<string>();
+
+type AccessoryMood = "safe" | "balanced" | "bold";
+
+function itemStyleText(item: ClothingItem) {
+  const extended = item as ClothingItem & {
+    visualWeight?: string | null;
+  };
+  return [
+    item.category,
+    item.subCategory,
+    item.type,
+    item.name,
+    item.brand,
+    item.style,
+    item.formality,
+    item.pattern,
+    item.material,
+    extended.visualWeight,
+    ...(item.aestheticTags ?? []),
+    ...(item.occasionTags ?? []),
+    ...(item.seasonTags ?? []),
+    ...(item.detailTags ?? []),
+  ]
+    .map((value) => String(value ?? "").toLowerCase())
+    .join(" ");
+}
+
+function intentText(intent: OutfitIntent) {
+  return `${intent.vibe ?? ""} ${intent.occasion ?? ""}`.toLowerCase();
+}
+
+function inferAccessoryMood(intent: OutfitIntent): AccessoryMood {
+  const text = intentText(intent);
+  if (/\b(safe|minimal|clean|simple|quiet|classic|work|office|formal|interview)\b/.test(text)) {
+    return "safe";
+  }
+  if (/\b(bold|statement|party|night|tonight|date|edgy|colorful|standout)\b/.test(text)) {
+    return "bold";
+  }
+  return "balanced";
+}
+
+function isFormalIntent(intent: OutfitIntent) {
+  return /\b(formal|office|work|business|interview|wedding|black tie|smart)\b/.test(intentText(intent));
+}
+
+function isStreetwearIntent(intent: OutfitIntent) {
+  return /\b(street|streetwear|skate|sneaker|casual|hoodie|cargo)\b/.test(intentText(intent));
+}
+
+function isColdIntent(intent: OutfitIntent) {
+  return /\b(cold|winter|snow|freezing|chilly)\b/.test(intentText(intent));
+}
+
+function isWarmSunnyIntent(intent: OutfitIntent) {
+  return /\b(hot|summer|sun|sunny|beach|humid|warm)\b/.test(intentText(intent));
+}
+
+function accessoryLabel(item: ClothingItem) {
+  return item.name || item.subCategory || item.type || item.category || "Accessory";
+}
+
+function debugAccessoryDiscard(
+  slot: AccessorySlot,
+  discarded: ClothingItem,
+  winner: ClothingItem
+) {
+  if (!DEBUG_AURA_ACCESSORIES) return;
+  const key = `${slot}:${discarded.id}:${winner.id}`;
+  if (accessoryDiscardDebugKeys.has(key) || accessoryDiscardDebugKeys.size > 80) return;
+  accessoryDiscardDebugKeys.add(key);
+  console.log(
+    `[AURA_ACCESSORY_SLOT] Discarded accessory "${accessoryLabel(discarded)}" because ${slot} slot already has "${accessoryLabel(winner)}" with better color/vibe score.`
+  );
+}
+
+function accessoryScoreForOutfit(
+  accessory: ClothingItem,
+  baseItems: ClothingItem[],
+  intent: OutfitIntent
+) {
+  const slot = getAccessorySlot(accessory);
+  const mood = inferAccessoryMood(intent);
+  const text = itemStyleText(accessory);
+  const accessoryColors = colorList(accessory);
+  const baseColors = baseItems.flatMap(colorList);
+  const uniqueBaseColors = new Set(baseColors);
+  const hasNeutral = accessoryColors.some((color) => NEUTRAL_COLORS.has(color));
+  const hasNonNeutral = accessoryColors.some((color) => !NEUTRAL_COLORS.has(color));
+  const sharesBaseColor = accessoryColors.some((color) => uniqueBaseColors.has(color));
+  const isMinimal = /\b(minimal|simple|classic|clean|plain|solid|thin|slim|subtle)\b/.test(text);
+  const isStatement = /\b(statement|bold|chunky|logo|graphic|bright|colorful|oversized|monogram)\b/.test(text);
+  const isSporty = /\b(cap|baseball|snapback|beanie|sport|athletic|gym|backpack)\b/.test(text);
+  const streetwear = isStreetwearIntent(intent) || /\b(streetwear|skate|sneaker)\b/.test(text);
+
+  let score =
+    comboColorScore([...baseItems, accessory]) -
+    comboColorScore(baseItems) +
+    brandContinuityScore([...baseItems, accessory]) -
+    brandContinuityScore(baseItems) +
+    colorPreferenceBonus([accessory], intent) -
+    wearPenalty([accessory]) * 0.5;
+
+  if (accessory.isFavorite) score += 2;
+  if (sharesBaseColor) score += 1.2;
+  if (hasNeutral) score += 0.8;
+
+  if (mood === "safe") {
+    if (isMinimal || hasNeutral) score += 1.6;
+    if (isStatement || (hasNonNeutral && !sharesBaseColor)) score -= 1.6;
+  } else if (mood === "balanced") {
+    if (sharesBaseColor || hasNeutral) score += 1;
+    if (hasNonNeutral && uniqueBaseColors.size <= 3) score += 0.6;
+    if (isStatement) score -= 0.25;
+  } else {
+    if (isStatement || hasNonNeutral) score += 1.3;
+    if (hasNeutral) score += 0.25;
+  }
+
+  if (isFormalIntent(intent)) {
+    if (slot === "wrist" || slot === "neck") score += 1.1;
+    if (slot === "bag" && /\b(handbag)\b/.test(text)) score += 0.7;
+    if (isSporty && !streetwear) score -= 2.4;
+  }
+
+  if (streetwear) {
+    if (slot === "headwear") score += 1.4;
+    if (slot === "neck" || slot === "bag") score += 0.45;
+  }
+
+  if (isColdIntent(intent)) {
+    if (/\bbeanie\b/.test(text)) score += 1.3;
+    if (slot === "eyewear") score -= 0.6;
+  }
+
+  if (isWarmSunnyIntent(intent)) {
+    if (slot === "eyewear") score += 1.2;
+    if (/\bbeanie\b/.test(text)) score -= 1.2;
+  }
+
+  if (/\b(travel|commute|errand|airport)\b/.test(intentText(intent)) && slot === "bag") {
+    score += 1;
+  }
+
+  if (uniqueBaseColors.size >= 4 && hasNonNeutral && !sharesBaseColor) {
+    score -= 1.25;
+  }
+
+  return score;
+}
+
+function sortAccessoriesForOutfit(
+  items: ClothingItem[],
+  baseItems: ClothingItem[],
+  intent: OutfitIntent
+) {
+  return items
+    .map((item, index) => ({
+      item,
+      index,
+      score: accessoryScoreForOutfit(item, baseItems, intent),
+    }))
+    .sort((a, b) => b.score - a.score || a.index - b.index);
+}
+
+function dedupeAccessorySelection(
+  items: ClothingItem[],
+  baseItems: ClothingItem[],
+  intent: OutfitIntent
+) {
+  const grouped: Partial<Record<AccessorySlot, ClothingItem[]>> = {};
+  const passthrough: ClothingItem[] = [];
+
+  for (const item of items) {
+    const slot = getAccessorySlot(item);
+    if (!slot) {
+      passthrough.push(item);
+      continue;
+    }
+    grouped[slot] = [...(grouped[slot] ?? []), item];
+  }
+
+  const winners: ClothingItem[] = [];
+  for (const slot of ACCESSORY_SLOT_ORDER) {
+    const group = grouped[slot] ?? [];
+    if (!group.length) continue;
+    const ranked = sortAccessoriesForOutfit(group, baseItems, intent);
+    const winner = ranked[0]?.item;
+    if (!winner) continue;
+    winners.push(winner);
+    for (const discarded of ranked.slice(1)) {
+      debugAccessoryDiscard(slot, discarded.item, winner);
+    }
+  }
+
+  const seen = new Set<string>();
+  return [...winners, ...passthrough].filter((item) => {
+    if (seen.has(item.id)) return false;
+    seen.add(item.id);
+    return true;
+  });
+}
+
 function suggestionTitle(intent: OutfitIntent, index: number) {
   const vibe = norm(intent.vibe);
   const occasion = norm(intent.occasion);
@@ -165,19 +376,39 @@ function reasonText(items: ClothingItem[], intent: OutfitIntent) {
   return `${base.join(", ")}.`;
 }
 
-function buildAccessoryOptions(items: ClothingItem[], includeAccessory: boolean) {
+function buildAccessoryOptions(
+  items: ClothingItem[],
+  includeAccessory: boolean,
+  baseItems: ClothingItem[],
+  intent: OutfitIntent
+) {
   if (!includeAccessory || items.length === 0) return [[] as ClothingItem[]];
 
-  const top = items.slice(0, 6);
+  const mood = inferAccessoryMood(intent);
+  const top = sortAccessoriesForOutfit(items, baseItems, intent)
+    .slice(0, mood === "safe" || isFormalIntent(intent) ? 5 : 8)
+    .map((entry) => entry.item);
   const out: ClothingItem[][] = [[]];
+  const seen = new Set<string>([""]);
+
+  const addOption = (selection: ClothingItem[]) => {
+    const deduped = dedupeAccessorySelection(selection, baseItems, intent);
+    if (!deduped.length) return;
+    const key = deduped.map((item) => item.id).sort().join("|");
+    if (seen.has(key)) return;
+    seen.add(key);
+    out.push(deduped);
+  };
 
   for (let i = 0; i < top.length; i += 1) {
-    out.push([top[i]]);
+    addOption([top[i]]);
   }
 
+  const maxOptions = mood === "safe" || isFormalIntent(intent) ? 10 : 18;
   for (let i = 0; i < top.length; i += 1) {
     for (let j = i + 1; j < top.length; j += 1) {
-      out.push([top[i], top[j]]);
+      addOption([top[i], top[j]]);
+      if (out.length >= maxOptions) return out;
     }
   }
 
@@ -215,12 +446,15 @@ function generateSparseOutfits({
   accessories: ClothingItem[];
   intent: OutfitIntent;
 }): OutfitSuggestion[] {
+  const accessoryPool = intent.includeAccessory
+    ? sortAccessoriesForOutfit(accessories, [], intent).slice(0, 3).map((entry) => entry.item)
+    : [];
   const pools = [
     tops.slice(0, 6),
     bottoms.slice(0, 6),
     shoes.slice(0, 6),
     intent.includeOuterwear ? outerwear.slice(0, 4) : [],
-    intent.includeAccessory ? accessories.slice(0, 3) : [],
+    accessoryPool,
   ].filter((pool) => pool.length > 0);
 
   if (pools.length === 0) return [];
@@ -294,8 +528,6 @@ export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): Ou
   }
 
   const outerOptions = intent.includeOuterwear ? [null, ...outerwear.slice(0, 8)] : [null];
-  const accessoryOptions = buildAccessoryOptions(accessories, !!intent.includeAccessory);
-
   const candidates: ScoredOutfit[] = [];
   let created = 0;
 
@@ -303,8 +535,18 @@ export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): Ou
     for (const bottom of bottoms.slice(0, 16)) {
       for (const shoe of shoes.slice(0, 16)) {
         for (const outer of outerOptions) {
+          const baseItems = [top, bottom, shoe, ...(outer ? [outer] : [])];
+          const accessoryOptions = buildAccessoryOptions(
+            accessories,
+            !!intent.includeAccessory,
+            baseItems,
+            intent
+          );
           for (const acc of accessoryOptions) {
-            const comboItems = [top, bottom, shoe, ...(outer ? [outer] : []), ...acc];
+            const comboItems = [
+              ...baseItems,
+              ...dedupeAccessorySelection(acc, baseItems, intent),
+            ];
 
             const score =
               comboColorScore(comboItems) +
diff --git a/src/lib/storage.ts b/src/lib/storage.ts
index 4478813..01b22a9 100644
--- a/src/lib/storage.ts
+++ b/src/lib/storage.ts
@@ -19,8 +19,9 @@ export const Storage = {
   },
   clearUserScopedData: (uid: string) => {
     const prefix = `aura:${uid}:`;
+    const legacyChatPrefix = `outfit-chat:${uid}:`;
     storage.getAllKeys().forEach((key) => {
-      if (key.startsWith(prefix)) storage.remove(key);
+      if (key.startsWith(prefix) || key.startsWith(legacyChatPrefix)) storage.remove(key);
     });
     return Promise.resolve();
   },
diff --git a/src/lib/toast.ts b/src/lib/toast.ts
index 1579fc7..c96ac1c 100644
--- a/src/lib/toast.ts
+++ b/src/lib/toast.ts
@@ -44,4 +44,13 @@ export const Toast = {
       duration: 2,
     });
   },
+
+  laundryUpdated: (message = "Laundry status updated") => {
+    Burnt.toast({
+      title: "Laundry updated",
+      message,
+      preset: "done",
+      duration: 2,
+    });
+  },
 };
diff --git a/src/lib/userProfile.ts b/src/lib/userProfile.ts
index 2bbce06..49e6db3 100644
--- a/src/lib/userProfile.ts
+++ b/src/lib/userProfile.ts
@@ -1,6 +1,7 @@
 import { doc, getDoc, setDoc } from "firebase/firestore";
 
 import { db } from "./firebase";
+import { getCachedProfilePreferences, setCachedProfilePreferences } from "./localCache";
 import { Category } from "../shared/wardrobeTaxonomy";
 import type { UserProfilePreferences } from "../types/UserProfilePreferences";
 
@@ -53,6 +54,15 @@ export const EMPTY_USER_ACCOUNT_PROFILE: UserAccountProfile = {
   photoURL: null,
 };
 
+function isOfflineFirestoreError(error: unknown) {
+  const code = typeof error === "object" && error && "code" in error ? String((error as any).code) : "";
+  const message =
+    typeof error === "object" && error && "message" in error
+      ? String((error as any).message)
+      : String(error ?? "");
+  return code === "unavailable" || /client is offline/i.test(message);
+}
+
 function cleanString(value: unknown) {
   const text = String(value ?? "").trim();
   return text || null;
@@ -251,9 +261,20 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
 }
 
 export async function loadUserProfilePreferences(uid: string) {
-  const snap = await getDoc(doc(db, "users", uid));
-  if (!snap.exists()) return EMPTY_USER_PROFILE_PREFERENCES;
-  return normalizeUserProfilePreferences(snap.data()?.profilePreferences);
+  try {
+    const snap = await getDoc(doc(db, "users", uid));
+    const profile = snap.exists()
+      ? normalizeUserProfilePreferences(snap.data()?.profilePreferences)
+      : EMPTY_USER_PROFILE_PREFERENCES;
+    void setCachedProfilePreferences(uid, profile);
+    return profile;
+  } catch (error) {
+    if (isOfflineFirestoreError(error)) {
+      const cached = await getCachedProfilePreferences(uid).catch(() => null);
+      if (cached?.data) return cached.data;
+    }
+    throw error;
+  }
 }
 
 export function normalizeUserAccountProfile(value: unknown): UserAccountProfile {
@@ -265,9 +286,14 @@ export function normalizeUserAccountProfile(value: unknown): UserAccountProfile
 }
 
 export async function loadUserAccountProfile(uid: string) {
-  const snap = await getDoc(doc(db, "users", uid));
-  if (!snap.exists()) return EMPTY_USER_ACCOUNT_PROFILE;
-  return normalizeUserAccountProfile(snap.data());
+  try {
+    const snap = await getDoc(doc(db, "users", uid));
+    if (!snap.exists()) return EMPTY_USER_ACCOUNT_PROFILE;
+    return normalizeUserAccountProfile(snap.data());
+  } catch (error) {
+    if (isOfflineFirestoreError(error)) return EMPTY_USER_ACCOUNT_PROFILE;
+    throw error;
+  }
 }
 
 export async function saveUserAccountProfile(uid: string, accountProfile: UserAccountProfile) {
@@ -356,6 +382,11 @@ export async function saveUserProfilePreferences(
     },
     { merge: true },
   );
+  void setCachedProfilePreferences(uid, {
+    ...normalized,
+    createdAt: normalized.createdAt ?? timestamp,
+    updatedAt: timestamp,
+  });
 }
 
 export function getDefaultSizeForSelection(

From a70ed60a7ba30727b1dd4036922113c0fd9f27e4 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 19:05:15 -0500
Subject: [PATCH 39/93] fix(functions): harden URL fetching and account
 deletion

---
 firestore.rules                               |   4 +
 functions/package.json                        |   2 +-
 functions/scripts/write-main.cjs              |  19 ++
 functions/src/askAura.ts                      | 110 +++++++--
 functions/src/askAuraStream.ts                | 108 +++++++--
 functions/src/deleteAccountData.ts            | 131 ++++++++++
 functions/src/importProductLink.ts            |  14 +-
 functions/src/index.ts                        |  54 ++++-
 functions/src/ingestItemFromPhotos.ts         | 122 ++++++++--
 .../src/shared/auraOutfitPhotoAnalysis.ts     |  81 ++++++-
 functions/src/shared/buildAuraContext.ts      |  22 +-
 functions/src/shared/productLinkExtractor.ts  | 162 +++++++------
 functions/src/shared/productUrlMetadata.ts    |  90 +++----
 functions/src/shared/safeFetch.ts             | 226 ++++++++++++++++++
 functions/src/transcribeAuraAudio.ts          | 110 +++++++--
 src/profile/screens.tsx                       |  39 +--
 storage.rules                                 |  14 ++
 17 files changed, 1070 insertions(+), 238 deletions(-)
 create mode 100644 functions/scripts/write-main.cjs
 create mode 100644 functions/src/deleteAccountData.ts
 create mode 100644 functions/src/shared/safeFetch.ts

diff --git a/firestore.rules b/firestore.rules
index d7634fa..e3cbea0 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -324,6 +324,10 @@ service cloud.firestore {
         allow delete: if isOwner(uid);
       }
 
+      match /auraLooks/{lookId} {
+        allow read, write: if isOwner(uid);
+      }
+
       match /savedOutfits/{lookId} {
         allow read, write: if isOwner(uid);
       }
diff --git a/functions/package.json b/functions/package.json
index 6e7c1e4..bcc25eb 100644
--- a/functions/package.json
+++ b/functions/package.json
@@ -2,7 +2,7 @@
   "name": "functions",
   "scripts": {
     "lint": "ESLINT_USE_FLAT_CONFIG=false eslint --ext .js,.ts .",
-    "build": "tsc",
+    "build": "rm -rf lib && tsc && node scripts/write-main.cjs",
     "build:watch": "tsc --watch",
     "serve": "npm run build && firebase emulators:start --only functions",
     "shell": "npm run build && firebase functions:shell",
diff --git a/functions/scripts/write-main.cjs b/functions/scripts/write-main.cjs
new file mode 100644
index 0000000..d04ccbe
--- /dev/null
+++ b/functions/scripts/write-main.cjs
@@ -0,0 +1,19 @@
+const fs = require("node:fs");
+const path = require("node:path");
+
+const libDir = path.join(__dirname, "..", "lib");
+const deployEntry = path.join(libDir, "functions", "src", "index.js");
+const mainEntry = path.join(libDir, "index.js");
+
+if (!fs.existsSync(deployEntry)) {
+  throw new Error(`Missing compiled functions entry: ${deployEntry}`);
+}
+
+fs.writeFileSync(
+  mainEntry,
+  [
+    '"use strict";',
+    'module.exports = require("./functions/src/index.js");',
+    "",
+  ].join("\n"),
+);
diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index 67f7d78..eebff7d 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -15,7 +15,11 @@ import {
 import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
 import { buildAuraContext } from "./shared/buildAuraContext";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
-import { analyzeOutfitPhoto, isOutfitPhotoIntent } from "./shared/auraOutfitPhotoAnalysis";
+import {
+  analyzeOutfitPhoto,
+  isOutfitPhotoRequest,
+  safeAuraVisionError,
+} from "./shared/auraOutfitPhotoAnalysis";
 import { dedupeAuraLookAccessories } from "./shared/auraAccessorySelection";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
@@ -24,6 +28,7 @@ import {
   ProductLinkError,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
+import { redactUrlForLogs, validateSafeUrlForFetch } from "./shared/safeFetch";
 
 const db = getFirestore();
 const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
@@ -63,7 +68,7 @@ function styleCoreNoteFromClientContext(value: unknown) {
 }
 
 type AuraResponse = {
-  presentation: "chat" | "card" | "candidate_preview" | "laundry_confirmation";
+  presentation: "chat" | "card" | "candidate_preview" | "outfit_analysis" | "laundry_confirmation";
   title: string;
   reply: string;
   reason: string;
@@ -129,11 +134,14 @@ type AuraResponse = {
 };
 
 type AuraAttachment = {
-  type?: "image" | "audio";
+  type?: "image";
   uri?: string;
   role?: string | null;
   groupId?: string | null;
-  transcript?: string | null;
+  mimeType?: string | null;
+  storagePath?: string | null;
+  width?: number | null;
+  height?: number | null;
 };
 
 const ADD_IMAGE_RE =
@@ -593,24 +601,45 @@ function normalizeAuraResponse(
   return response;
 }
 
-function parseAuraAttachments(input: unknown): AuraAttachment[] {
+async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAttachment[]> {
   if (!Array.isArray(input)) return [];
-  return input.reduce<AuraAttachment[]>((out, entry) => {
-      if (!entry || typeof entry !== "object") return out;
-      const candidate = entry as Record<string, unknown>;
-      const type = candidate.type === "audio" ? "audio" : candidate.type === "image" ? "image" : null;
-      const uri = String(candidate.uri ?? "").trim();
-      if (!type || !uri) return out;
-      out.push({
-        type,
-        uri,
-        role: typeof candidate.role === "string" ? candidate.role : null,
-        groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
-        transcript: typeof candidate.transcript === "string" ? candidate.transcript : null,
+  const out: AuraAttachment[] = [];
+  for (const entry of input.slice(0, 8)) {
+    if (!entry || typeof entry !== "object") continue;
+    const candidate = entry as Record<string, unknown>;
+    if (candidate.type !== "image") continue;
+    const uri = String(candidate.uri ?? "").trim();
+    if (!uri) continue;
+    const storagePath = String(candidate.storagePath ?? "").trim() || null;
+    if (storagePath && !storagePath.startsWith(`users/${uid}/auraAttachments/`)) {
+      logger.warn("[AURA_ATTACHMENTS] rejected foreign image attachment", {
+        uid,
+        storagePath,
       });
-      return out;
-    }, [])
-    .slice(0, 8);
+      continue;
+    }
+    try {
+      await validateSafeUrlForFetch(uri);
+    } catch (error) {
+      logger.warn("[AURA_ATTACHMENTS] rejected unsafe image attachment URL", {
+        uid,
+        uri: redactUrlForLogs(uri),
+        reason: error instanceof Error ? error.message : String(error),
+      });
+      continue;
+    }
+    out.push({
+      type: "image",
+      uri,
+      role: typeof candidate.role === "string" ? candidate.role : null,
+      groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
+      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
+      storagePath,
+      width: typeof candidate.width === "number" ? candidate.width : null,
+      height: typeof candidate.height === "number" ? candidate.height : null,
+    });
+  }
+  return out;
 }
 
 function attachmentContextText(attachments: AuraAttachment[]) {
@@ -621,8 +650,11 @@ function attachmentContextText(attachments: AuraAttachment[]) {
       type: attachment.type,
       role: attachment.role ?? null,
       groupId: attachment.groupId ?? null,
-      transcript: attachment.transcript ?? null,
-      uri: attachment.uri,
+      mimeType: attachment.mimeType ?? null,
+      storagePath: attachment.storagePath ?? null,
+      width: attachment.width ?? null,
+      height: attachment.height ?? null,
+      uri: redactUrlForLogs(attachment.uri),
     })),
     null,
     2
@@ -736,7 +768,7 @@ export const askAura = onCall(
 
     const userMessage = sanitizeUserInput(String(request.data?.message || ""));
     const styleCoreNote = styleCoreNoteFromClientContext(request.data?.clientContext);
-    const attachments = parseAuraAttachments(request.data?.attachments);
+    const attachments = await parseAuraAttachments(uid, request.data?.attachments);
     const clientIntent = typeof request.data?.clientIntent === "string" ? request.data.clientIntent : null;
     const linkIntent = classifyAuraLinkIntent(userMessage);
     const detectedUrls = extractUrlsFromText(userMessage);
@@ -752,6 +784,10 @@ export const askAura = onCall(
         type: attachment.type,
         role: attachment.role ?? null,
         groupId: attachment.groupId ?? null,
+        mimeType: attachment.mimeType ?? null,
+        storagePath: attachment.storagePath ?? null,
+        width: attachment.width ?? null,
+        height: attachment.height ?? null,
         hasUri: !!attachment.uri,
         uriHost: safeUrlHost(attachment.uri),
       })),
@@ -784,13 +820,35 @@ export const askAura = onCall(
     });
     const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, clientIntent);
 
-    if (isOutfitPhotoIntent(clientIntent)) {
+    if (isOutfitPhotoRequest({ clientIntent, userMessage, attachments })) {
       logger.info("[AURA_OUTFIT_PHOTO] callable outfit analysis intent classified", {
         uid,
+        clientIntent,
         attachmentCount: attachments.length,
+        attachments: attachments.map((attachment) => ({
+          type: attachment.type,
+          mimeType: attachment.mimeType ?? null,
+          storagePath: attachment.storagePath ?? null,
+          uriHost: safeUrlHost(attachment.uri),
+          width: attachment.width ?? null,
+          height: attachment.height ?? null,
+        })),
       });
-      const data = await analyzeOutfitPhoto({ client, attachments, userMessage });
-      return { ok: true, data };
+      try {
+        const data = await analyzeOutfitPhoto({ client, attachments, userMessage });
+        return { ok: true, data };
+      } catch (error) {
+        logger.error("[AURA_OUTFIT_PHOTO] callable vision analysis failed", {
+          uid,
+          clientIntent,
+          attachmentCount: attachments.length,
+          error: safeAuraVisionError(error),
+        });
+        return {
+          ok: true,
+          data: fallbackAuraResponse("I couldn't read that image as a supported photo. Try sending it again as a JPEG or PNG."),
+        };
+      }
     }
 
     if (imageCandidateGroups.length > 0) {
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index f18614d..5c37277 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -18,7 +18,11 @@ import {
 import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
 import { buildAuraContext } from "./shared/buildAuraContext";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
-import { analyzeOutfitPhoto, isOutfitPhotoIntent } from "./shared/auraOutfitPhotoAnalysis";
+import {
+  analyzeOutfitPhoto,
+  isOutfitPhotoRequest,
+  safeAuraVisionError,
+} from "./shared/auraOutfitPhotoAnalysis";
 import { dedupeAuraLookAccessories } from "./shared/auraAccessorySelection";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
 import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
@@ -28,6 +32,7 @@ import {
   ProductLinkError,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
+import { redactUrlForLogs, validateSafeUrlForFetch } from "./shared/safeFetch";
 
 const db = getFirestore();
 const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
@@ -67,7 +72,7 @@ function styleCoreNoteFromClientContext(value: unknown) {
 }
 
 type AuraResponse = {
-  presentation: "chat" | "card" | "candidate_preview" | "laundry_confirmation";
+  presentation: "chat" | "card" | "candidate_preview" | "outfit_analysis" | "laundry_confirmation";
   title: string;
   reply: string;
   reason: string;
@@ -133,11 +138,14 @@ type AuraResponse = {
 };
 
 type AuraAttachment = {
-  type?: "image" | "audio";
+  type?: "image";
   uri?: string;
   role?: string | null;
   groupId?: string | null;
-  transcript?: string | null;
+  mimeType?: string | null;
+  storagePath?: string | null;
+  width?: number | null;
+  height?: number | null;
 };
 
 type AuraLinkPreview = {
@@ -615,24 +623,45 @@ function normalizeSuggestionItems(
     .slice(0, 3);
 }
 
-function parseAuraAttachments(input: unknown): AuraAttachment[] {
+async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAttachment[]> {
   if (!Array.isArray(input)) return [];
-  return input.reduce<AuraAttachment[]>((out, entry) => {
-      if (!entry || typeof entry !== "object") return out;
-      const candidate = entry as Record<string, unknown>;
-      const type = candidate.type === "audio" ? "audio" : candidate.type === "image" ? "image" : null;
-      const uri = String(candidate.uri ?? "").trim();
-      if (!type || !uri) return out;
-      out.push({
-        type,
-        uri,
-        role: typeof candidate.role === "string" ? candidate.role : null,
-        groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
-        transcript: typeof candidate.transcript === "string" ? candidate.transcript : null,
+  const out: AuraAttachment[] = [];
+  for (const entry of input.slice(0, 8)) {
+    if (!entry || typeof entry !== "object") continue;
+    const candidate = entry as Record<string, unknown>;
+    if (candidate.type !== "image") continue;
+    const uri = String(candidate.uri ?? "").trim();
+    if (!uri) continue;
+    const storagePath = String(candidate.storagePath ?? "").trim() || null;
+    if (storagePath && !storagePath.startsWith(`users/${uid}/auraAttachments/`)) {
+      logger.warn("[AURA_STREAM_ATTACHMENTS] rejected foreign image attachment", {
+        uid,
+        storagePath,
       });
-      return out;
-    }, [])
-    .slice(0, 8);
+      continue;
+    }
+    try {
+      await validateSafeUrlForFetch(uri);
+    } catch (error) {
+      logger.warn("[AURA_STREAM_ATTACHMENTS] rejected unsafe image attachment URL", {
+        uid,
+        uri: redactUrlForLogs(uri),
+        reason: error instanceof Error ? error.message : String(error),
+      });
+      continue;
+    }
+    out.push({
+      type: "image",
+      uri,
+      role: typeof candidate.role === "string" ? candidate.role : null,
+      groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
+      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
+      storagePath,
+      width: typeof candidate.width === "number" ? candidate.width : null,
+      height: typeof candidate.height === "number" ? candidate.height : null,
+    });
+  }
+  return out;
 }
 
 function attachmentContextText(attachments: AuraAttachment[]) {
@@ -643,8 +672,11 @@ function attachmentContextText(attachments: AuraAttachment[]) {
       type: attachment.type,
       role: attachment.role ?? null,
       groupId: attachment.groupId ?? null,
-      transcript: attachment.transcript ?? null,
-      uri: attachment.uri,
+      mimeType: attachment.mimeType ?? null,
+      storagePath: attachment.storagePath ?? null,
+      width: attachment.width ?? null,
+      height: attachment.height ?? null,
+      uri: redactUrlForLogs(attachment.uri),
     })),
     null,
     2
@@ -1073,7 +1105,7 @@ export const askAuraStream = onRequest(
       const uid = decodedToken.uid;
       const userMessage = sanitizeUserInput(String(req.body?.message ?? ""));
       const styleCoreNote = styleCoreNoteFromClientContext(req.body?.clientContext);
-      const attachments = parseAuraAttachments(req.body?.attachments);
+      const attachments = await parseAuraAttachments(uid, req.body?.attachments);
       const clientIntent = typeof req.body?.clientIntent === "string" ? req.body.clientIntent : null;
       const linkIntent = classifyAuraLinkIntent(userMessage);
       const detectedUrls = extractUrlsFromText(userMessage);
@@ -1114,6 +1146,10 @@ export const askAuraStream = onRequest(
           type: attachment.type,
           role: attachment.role ?? null,
           groupId: attachment.groupId ?? null,
+          mimeType: attachment.mimeType ?? null,
+          storagePath: attachment.storagePath ?? null,
+          width: attachment.width ?? null,
+          height: attachment.height ?? null,
           hasUri: !!attachment.uri,
           uriHost: safeUrlHost(attachment.uri),
         })),
@@ -1150,16 +1186,38 @@ export const askAuraStream = onRequest(
       });
       const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, effectiveClientIntent);
 
-      if (isOutfitPhotoIntent(effectiveClientIntent)) {
+      if (isOutfitPhotoRequest({ clientIntent: effectiveClientIntent, userMessage, attachments })) {
         writeEvent(res, {
           type: "status",
           status: "analyzing_outfit",
         });
         logger.info("[AURA_OUTFIT_PHOTO] stream outfit analysis intent classified", {
           uid,
+          clientIntent,
+          effectiveClientIntent,
           attachmentCount: attachments.length,
+          attachments: attachments.map((attachment) => ({
+            type: attachment.type,
+            mimeType: attachment.mimeType ?? null,
+            storagePath: attachment.storagePath ?? null,
+            uriHost: safeUrlHost(attachment.uri),
+            width: attachment.width ?? null,
+            height: attachment.height ?? null,
+          })),
         });
-        const data = await analyzeOutfitPhoto({ client, attachments, userMessage });
+        let data: ReturnType<typeof fallbackAuraResponse> | Awaited<ReturnType<typeof analyzeOutfitPhoto>>;
+        try {
+          data = await analyzeOutfitPhoto({ client, attachments, userMessage });
+        } catch (error) {
+          logger.error("[AURA_OUTFIT_PHOTO] stream vision analysis failed", {
+            uid,
+            clientIntent,
+            effectiveClientIntent,
+            attachmentCount: attachments.length,
+            error: safeAuraVisionError(error),
+          });
+          data = fallbackAuraResponse("I couldn't read that image as a supported photo. Try sending it again as a JPEG or PNG.");
+        }
         writeEvent(res, { type: "final", data });
         res.end();
         return;
diff --git a/functions/src/deleteAccountData.ts b/functions/src/deleteAccountData.ts
new file mode 100644
index 0000000..db27094
--- /dev/null
+++ b/functions/src/deleteAccountData.ts
@@ -0,0 +1,131 @@
+import { getAuth } from "firebase-admin/auth";
+import {
+  CollectionReference,
+  DocumentReference,
+  getFirestore,
+  WriteBatch,
+} from "firebase-admin/firestore";
+import { getStorage } from "firebase-admin/storage";
+import { logger } from "firebase-functions/v2";
+import { HttpsError, onCall } from "firebase-functions/v2/https";
+
+const FIRESTORE_BATCH_LIMIT = 400;
+const STORAGE_DELETE_BATCH_LIMIT = 100;
+
+type DeleteCounts = {
+  firestoreDocumentsDeleted: number;
+  storageFilesDeleted: number;
+  authUserDeleted: boolean;
+};
+
+async function commitBatch(batch: WriteBatch, pendingWrites: number) {
+  if (pendingWrites > 0) await batch.commit();
+}
+
+async function deleteDocumentTree(docRef: DocumentReference): Promise<number> {
+  let deleted = 0;
+  const subcollections = await docRef.listCollections();
+  for (const subcollection of subcollections) {
+    deleted += await deleteCollectionTree(subcollection);
+  }
+  await docRef.delete();
+  return deleted + 1;
+}
+
+async function deleteCollectionTree(collectionRef: CollectionReference): Promise<number> {
+  let deleted = 0;
+  let hasMoreDocuments = true;
+  while (hasMoreDocuments) {
+    const snapshot = await collectionRef.limit(FIRESTORE_BATCH_LIMIT).get();
+    if (snapshot.empty) {
+      hasMoreDocuments = false;
+      continue;
+    }
+
+    let batch = getFirestore().batch();
+    let pendingWrites = 0;
+    for (const doc of snapshot.docs) {
+      const subcollections = await doc.ref.listCollections();
+      for (const subcollection of subcollections) {
+        deleted += await deleteCollectionTree(subcollection);
+      }
+      batch.delete(doc.ref);
+      pendingWrites += 1;
+      deleted += 1;
+      if (pendingWrites >= FIRESTORE_BATCH_LIMIT) {
+        await commitBatch(batch, pendingWrites);
+        batch = getFirestore().batch();
+        pendingWrites = 0;
+      }
+    }
+    await commitBatch(batch, pendingWrites);
+  }
+  return deleted;
+}
+
+async function deleteUserStorageFiles(uid: string) {
+  const bucket = getStorage().bucket();
+  const [files] = await bucket.getFiles({ prefix: `users/${uid}/` });
+  for (let index = 0; index < files.length; index += STORAGE_DELETE_BATCH_LIMIT) {
+    const chunk = files.slice(index, index + STORAGE_DELETE_BATCH_LIMIT);
+    await Promise.all(
+      chunk.map((file) =>
+        file.delete().catch((error) => {
+          if ((error as { code?: unknown })?.code === 404) return;
+          throw error;
+        }),
+      ),
+    );
+  }
+  return files.length;
+}
+
+export const deleteAccountData = onCall(
+  { timeoutSeconds: 540, memory: "512MiB" },
+  async (request): Promise<{ ok: true } & DeleteCounts> => {
+    const uid = request.auth?.uid;
+    if (!uid) {
+      throw new HttpsError("unauthenticated", "User must be signed in.");
+    }
+
+    const requestedUid = String(request.data?.uid ?? "").trim();
+    if (requestedUid && requestedUid !== uid) {
+      throw new HttpsError("permission-denied", "You can only delete your own account data.");
+    }
+
+    const userRef = getFirestore().collection("users").doc(uid);
+    logger.info("[ACCOUNT_DELETE] starting account data deletion", { uid });
+
+    const firestoreDocumentsDeleted = await deleteDocumentTree(userRef);
+    const storageFilesDeleted = await deleteUserStorageFiles(uid);
+    let authUserDeleted = false;
+    try {
+      await getAuth().deleteUser(uid);
+      authUserDeleted = true;
+    } catch (error) {
+      if ((error as { code?: unknown })?.code !== "auth/user-not-found") {
+        logger.error("[ACCOUNT_DELETE] auth deletion failed", {
+          uid,
+          firestoreDocumentsDeleted,
+          storageFilesDeleted,
+          error: error instanceof Error ? error.message : String(error),
+        });
+        throw new HttpsError("internal", "Account data was deleted, but Auth deletion failed.");
+      }
+    }
+
+    logger.info("[ACCOUNT_DELETE] account data deletion complete", {
+      uid,
+      firestoreDocumentsDeleted,
+      storageFilesDeleted,
+      authUserDeleted,
+    });
+
+    return {
+      ok: true,
+      firestoreDocumentsDeleted,
+      storageFilesDeleted,
+      authUserDeleted,
+    };
+  },
+);
diff --git a/functions/src/importProductLink.ts b/functions/src/importProductLink.ts
index 926a544..50c8a92 100644
--- a/functions/src/importProductLink.ts
+++ b/functions/src/importProductLink.ts
@@ -9,6 +9,7 @@ import {
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
 import { rankProductExtractionImages } from "./shared/auraCandidatePreview";
+import { redactUrlForLogs } from "./shared/safeFetch";
 
 function messageForError(error: unknown) {
   if (error instanceof ProductLinkError) return error.message;
@@ -54,7 +55,11 @@ export const importProductLink = onCall(
     const itemId = String(request.data?.itemId ?? "").trim() || null;
 
     try {
-      logger.info("[SNAP_DONE_LINK] importing product link", { uid, url, itemId });
+      logger.info("[SNAP_DONE_LINK] importing product link", {
+        uid,
+        url: redactUrlForLogs(url),
+        itemId,
+      });
       const client = new OpenAI({
         apiKey: process.env.OPENAI_API_KEY,
       });
@@ -77,7 +82,12 @@ export const importProductLink = onCall(
       return { ok: true, itemId: created.itemId, imageCount: created.imageCount };
     } catch (error) {
       const message = messageForError(error);
-      logger.error("[SNAP_DONE_LINK] import failed", { uid, url, itemId, error });
+      logger.error("[SNAP_DONE_LINK] import failed", {
+        uid,
+        url: redactUrlForLogs(url),
+        itemId,
+        error,
+      });
       await markImportFailed(uid, itemId, message);
       throw new HttpsError("internal", message);
     }
diff --git a/functions/src/index.ts b/functions/src/index.ts
index 951f0b1..43d0f24 100644
--- a/functions/src/index.ts
+++ b/functions/src/index.ts
@@ -1,4 +1,5 @@
 import { getApps, initializeApp } from "firebase-admin/app";
+import { getAuth } from "firebase-admin/auth";
 import { getFirestore } from "firebase-admin/firestore";
 import { onRequest } from "firebase-functions/v2/https";
 import { parseOutfitIntentFromPrompt } from "./parseOutfitIntent";
@@ -10,20 +11,71 @@ export { askAuraStream } from "./askAuraStream";
 export { transcribeAuraAudio } from "./transcribeAuraAudio";
 export { importProductLink } from "./importProductLink";
 export { ingestItemFromPhotos } from "./ingestItemFromPhotos";
-export { generateCleanedProductImages } from "./generateCleanedProductImages";
+export { deleteAccountData } from "./deleteAccountData";
+// export { generateCleanedProductImages } from "./generateCleanedProductImages";
 
 if (!getApps().length) {
   initializeApp();
 }
 getFirestore().settings({ignoreUndefinedProperties: true});
 
+async function assertParseOutfitIntentRateLimit(uid: string) {
+  const db = getFirestore();
+  const ref = db
+    .collection("functionRateLimits")
+    .doc("parseOutfitIntent")
+    .collection("users")
+    .doc(uid);
+  const now = Date.now();
+  const windowMs = 60_000;
+  const maxRequests = 20;
+  await db.runTransaction(async (transaction) => {
+    const snapshot = await transaction.get(ref);
+    const data = snapshot.data() as { windowStart?: number; count?: number } | undefined;
+    const windowStart =
+      typeof data?.windowStart === "number" && now - data.windowStart < windowMs
+        ? data.windowStart
+        : now;
+    const count = windowStart === data?.windowStart ? Number(data?.count ?? 0) + 1 : 1;
+    if (count > maxRequests) {
+      throw new Error("rate_limited");
+    }
+    transaction.set(ref, { windowStart, count, updatedAt: now }, { merge: true });
+  });
+}
+
 export const parseOutfitIntent = onRequest(
   { cors: true, secrets: ["OPENAI_API_KEY"] },
   async (req, res) => {
+    if (req.method === "OPTIONS") {
+      res.status(204).send("");
+      return;
+    }
+    const authHeader = req.headers.authorization;
+    if (!authHeader?.startsWith("Bearer ")) {
+      res.status(401).json({ error: "Unauthorized" });
+      return;
+    }
+    const token = authHeader.split("Bearer ")[1];
+    let uid: string;
+    try {
+      const decoded = await getAuth().verifyIdToken(token);
+      uid = decoded.uid;
+    } catch {
+      res.status(401).json({ error: "Invalid token" });
+      return;
+    }
+
     if (req.method !== "POST") {
       res.status(405).json({ error: "Method not allowed" });
       return;
     }
+    try {
+      await assertParseOutfitIntentRateLimit(uid);
+    } catch {
+      res.status(429).json({ error: "Too many requests" });
+      return;
+    }
 
     const prompt = String(req.body?.prompt ?? "").trim();
     if (!prompt) {
diff --git a/functions/src/ingestItemFromPhotos.ts b/functions/src/ingestItemFromPhotos.ts
index fdf2d99..a5e4dc0 100644
--- a/functions/src/ingestItemFromPhotos.ts
+++ b/functions/src/ingestItemFromPhotos.ts
@@ -19,6 +19,7 @@ import {
   isValidCategorySubCategory,
   wearSlot,
 } from "./shared/wardrobeTaxonomy";
+import { redactUrlForLogs, safeFetch, validateSafeUrlForFetch } from "./shared/safeFetch";
 
 if (!getApps().length) {
   initializeApp();
@@ -440,6 +441,10 @@ function extractStoragePathFromUrl(url: string): string | null {
   }
 }
 
+function isUserOwnedStoragePath(uid: string, storagePath: string | null) {
+  return !!storagePath && storagePath.startsWith(`users/${uid}/`);
+}
+
 function extractDownloadTokenFromUrl(url: string): string | null {
   try {
     return new URL(url).searchParams.get("token");
@@ -839,13 +844,66 @@ function mapRgbToAllowedColor(r: number, g: number, b: number): AllowedColor {
   return "grey";
 }
 
-async function downloadImageBytes(url: string): Promise<Buffer> {
-  const response = await fetch(url);
+async function validateImageInputUrls(uid: string, itemId: string, urls: string[], label: string) {
+  const safeUrls: string[] = [];
+  for (const url of urls) {
+    const storagePath = extractStoragePathFromUrl(url);
+    if (storagePath) {
+      if (isUserOwnedStoragePath(uid, storagePath)) {
+        safeUrls.push(url);
+      } else {
+        logger.warn("[INGEST_SECURITY] rejected foreign Storage image URL", {
+          uid,
+          itemId,
+          label,
+          storagePath,
+        });
+      }
+      continue;
+    }
+    try {
+      safeUrls.push((await validateSafeUrlForFetch(url)).toString());
+    } catch (error) {
+      logger.warn("[INGEST_SECURITY] rejected unsafe external image URL", {
+        uid,
+        itemId,
+        label,
+        url: redactUrlForLogs(url),
+        reason: error instanceof Error ? error.message : String(error),
+      });
+    }
+  }
+  return Array.from(new Set(safeUrls));
+}
+
+async function downloadImageBytes(uid: string, url: string): Promise<Buffer> {
+  const storagePath = extractStoragePathFromUrl(url);
+  if (storagePath) {
+    if (!isUserOwnedStoragePath(uid, storagePath)) {
+      throw new Error("Image Storage path is not owned by this user.");
+    }
+    const file = getStorage().bucket().file(storagePath);
+    const [metadata] = await file.getMetadata();
+    const size = Number(metadata.size ?? 0);
+    const contentType = String(metadata.contentType ?? "").toLowerCase();
+    if (Number.isFinite(size) && size > 10 * 1024 * 1024) {
+      throw new Error("Image is too large.");
+    }
+    if (!contentType.startsWith("image/")) {
+      throw new Error("Storage file is not an image.");
+    }
+    const [bytes] = await file.download();
+    return bytes;
+  }
+
+  const response = await safeFetch(url, {
+    expectedKind: "image",
+    maxBytes: 10 * 1024 * 1024,
+  });
   if (!response.ok) {
     throw new Error(`Failed to download image: ${response.status}`);
   }
-  const arrayBuffer = await response.arrayBuffer();
-  return Buffer.from(arrayBuffer);
+  return response.bytes;
 }
 
 async function hasTransparentPngBackground(bytes: Buffer): Promise<boolean> {
@@ -893,7 +951,15 @@ async function applyServerBackgroundRemoval(params: {
       logger.warn("[BgRemoval] Server-side removal skipped; unable to parse Storage path", {
         uid,
         itemId,
-        photoUrl,
+        photoUrl: redactUrlForLogs(photoUrl),
+      });
+      return { bytes: imageBytes, method: "none" };
+    }
+    if (!isUserOwnedStoragePath(uid, storagePath)) {
+      logger.warn("[BgRemoval] Server-side removal skipped; Storage path is not user-owned", {
+        uid,
+        itemId,
+        storagePath,
       });
       return { bytes: imageBytes, method: "none" };
     }
@@ -1367,13 +1433,15 @@ export const ingestItemFromPhotos = onDocumentWritten(
     const after = event.data?.after.data() as ItemDoc | undefined;
     if (!after) return;
 
-    const photoUrls = extractPhotoUrls(after);
+    const rawPhotoUrls = extractPhotoUrls(after);
+    const rawSourceUrls = extractIngestionSourceUrls(after);
+    const photoUrls = await validateImageInputUrls(uid, itemId, rawPhotoUrls, "photo");
+    const sourceUrls = await validateImageInputUrls(uid, itemId, rawSourceUrls, "source");
     const sourceType = String(after.ingestionSource?.sourceType ?? "").trim();
     const isSnapDoneDraft =
       after.isDraft === true &&
       (sourceType === "aura_chat" || sourceType === "aura_product_link");
-    const hasPhoto =
-      photoUrls.length > 0 || !!String(after.photoUrl ?? "").trim();
+    const hasPhoto = photoUrls.length > 0;
     const status = getIngestionStatus(after);
     const lifecycleStatus = String(after.itemLifecycleStatus ?? "").trim().toLowerCase();
     const draftState = String(after.draftState ?? "").trim().toLowerCase();
@@ -1394,10 +1462,12 @@ export const ingestItemFromPhotos = onDocumentWritten(
       isDraft: after.isDraft ?? null,
       hasImagesArray: Array.isArray(after.images),
       imagesCount: Array.isArray(after.images) ? after.images.length : 0,
-      photoUrl: String(after.photoUrl ?? "").trim() || null,
-      photosPrimaryUrl: String(after.photos?.primaryUrl ?? "").trim() || null,
-      photosUrls: Array.isArray(after.photos?.urls) ? after.photos?.urls : [],
-      extractedPhotoUrls: photoUrls,
+      photoUrl: redactUrlForLogs(String(after.photoUrl ?? "").trim() || null),
+      photosPrimaryUrl: redactUrlForLogs(String(after.photos?.primaryUrl ?? "").trim() || null),
+      photosUrls: Array.isArray(after.photos?.urls)
+        ? after.photos?.urls.map((url) => redactUrlForLogs(url))
+        : [],
+      extractedPhotoUrls: photoUrls.map((url) => redactUrlForLogs(url)),
       hasPhoto,
     });
     if (isCancelledOrDeleted) {
@@ -1430,6 +1500,23 @@ export const ingestItemFromPhotos = onDocumentWritten(
       return;
     }
     if (!hasPhoto) {
+      if (rawPhotoUrls.length > 0) {
+        await getFirestore()
+          .doc(`users/${uid}/items/${itemId}`)
+          .set(
+            {
+              itemLifecycleStatus: "failed",
+              ingestionStatus: "failed",
+              ingestion: {
+                status: "failed",
+                lastRunAt: FieldValue.serverTimestamp(),
+                error: { message: "Image URL is not safe to process." },
+              },
+              updatedAt: Date.now(),
+            },
+            { merge: true },
+          );
+      }
       logger.info("[INGEST_VALIDATE] skipping no photo URLs", {
         uid,
         itemId,
@@ -1442,8 +1529,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
       return;
     }
 
-    const sourceUrls = extractIngestionSourceUrls(after);
-    const beforeSourceUrls = before ? extractIngestionSourceUrls(before) : [];
+    const beforeSourceUrls = before
+      ? await validateImageInputUrls(uid, itemId, extractIngestionSourceUrls(before), "before-source")
+      : [];
     const photoHash = hashPhotoUrls(photoUrls);
     const declaredSourceHash =
       String(after.ingestionSource?.sourceHash ?? "").trim() || null;
@@ -1523,8 +1611,8 @@ export const ingestItemFromPhotos = onDocumentWritten(
       beforeExists: !!before,
       beforeStatus: String(before?.ingestion?.status ?? "").trim() || null,
       afterStatus: status || null,
-      beforeSourceUrls,
-      afterSourceUrls: sourceUrls,
+      beforeSourceUrls: beforeSourceUrls.map((url) => redactUrlForLogs(url)),
+      afterSourceUrls: sourceUrls.map((url) => redactUrlForLogs(url)),
       declaredSourceHash,
       previousSourceHash: previousSourceHash || null,
       currentSourceHash: currentSourceHash || null,
@@ -1637,7 +1725,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
     try {
       let backgroundRemovalMethod: "client" | "server" | "none" =
         hasClientCleanedImage(after) ? "client" : "none";
-      let originalBytes = await downloadImageBytes(photoUrls[0]);
+      let originalBytes = await downloadImageBytes(uid, photoUrls[0]);
       if (backgroundRemovalMethod !== "client") {
         const serverRemoval = await applyServerBackgroundRemoval({
           uid,
diff --git a/functions/src/shared/auraOutfitPhotoAnalysis.ts b/functions/src/shared/auraOutfitPhotoAnalysis.ts
index ad3db56..c6fdcbb 100644
--- a/functions/src/shared/auraOutfitPhotoAnalysis.ts
+++ b/functions/src/shared/auraOutfitPhotoAnalysis.ts
@@ -1,8 +1,13 @@
 import OpenAI from "openai";
+import { logger } from "firebase-functions/v2";
 
 export type AuraAttachmentForOutfitAnalysis = {
   type?: "image" | "audio";
   uri?: string;
+  mimeType?: string | null;
+  storagePath?: string | null;
+  width?: number | null;
+  height?: number | null;
 };
 
 export type AuraDetectedOutfitPiece = {
@@ -21,11 +26,68 @@ export type AuraOutfitPhotoAnalysis = {
 };
 
 const OUTFIT_PHOTO_INTENTS = new Set(["outfit_analysis", "worn_outfit_photo"]);
+const WORN_OUTFIT_PHOTO_RE =
+  /\b(outfit photo|mirror|selfie|wearing|worn outfit|my outfit|this outfit|this fit|fit check|what am i wearing|what are you seeing|improve this outfit|fix this outfit|rate this outfit)\b/i;
 
 export function isOutfitPhotoIntent(clientIntent?: string | null) {
   return OUTFIT_PHOTO_INTENTS.has(String(clientIntent ?? ""));
 }
 
+export function isOutfitPhotoRequest(params: {
+  clientIntent?: string | null;
+  userMessage?: string | null;
+  attachments?: AuraAttachmentForOutfitAnalysis[];
+}) {
+  if (isOutfitPhotoIntent(params.clientIntent)) return true;
+  const hasImage = (params.attachments ?? []).some(
+    (attachment) => attachment.type === "image" && !!attachment.uri,
+  );
+  return hasImage && WORN_OUTFIT_PHOTO_RE.test(String(params.userMessage ?? ""));
+}
+
+export function safeAuraVisionError(error: unknown) {
+  const candidate = error as {
+    status?: unknown;
+    code?: unknown;
+    type?: unknown;
+    param?: unknown;
+    message?: unknown;
+    error?: { message?: unknown; code?: unknown; type?: unknown; param?: unknown };
+    requestID?: unknown;
+  };
+  return {
+    status: typeof candidate?.status === "number" ? candidate.status : null,
+    code: String(candidate?.code ?? candidate?.error?.code ?? "") || null,
+    type: String(candidate?.type ?? candidate?.error?.type ?? "") || null,
+    param: String(candidate?.param ?? candidate?.error?.param ?? "") || null,
+    requestID: String(candidate?.requestID ?? "") || null,
+    message:
+      String(candidate?.error?.message ?? candidate?.message ?? "")
+        .replace(/\s+/g, " ")
+        .slice(0, 300) || null,
+  };
+}
+
+function safeImageRef(uri: string) {
+  try {
+    const parsed = new URL(uri);
+    const pathParts = parsed.pathname.split("/").filter(Boolean);
+    return {
+      host: parsed.hostname,
+      pathTail: pathParts.slice(-2).join("/"),
+      hasToken: parsed.searchParams.has("token"),
+      hasAltMedia: parsed.searchParams.get("alt") === "media",
+    };
+  } catch {
+    return {
+      host: null,
+      pathTail: null,
+      hasToken: false,
+      hasAltMedia: false,
+    };
+  }
+}
+
 function clampConfidence(value: unknown) {
   const numeric = Number(value);
   if (!Number.isFinite(numeric)) return 0.5;
@@ -127,6 +189,17 @@ export async function analyzeOutfitPhoto(params: {
       attachment.type === "image" && !!attachment.uri,
   );
   if (!images.length) return outfitPhotoAnalysisResponse(normalizeOutfitPhotoAnalysis({}));
+  logger.info("[AURA_OUTFIT_PHOTO] vision request built", {
+    imageCount: images.length,
+    images: images.slice(0, 2).map((image) => ({
+      ...safeImageRef(image.uri),
+      mimeType: image.mimeType ?? null,
+      storagePathTail: image.storagePath?.split("/").slice(-2).join("/") ?? null,
+      width: image.width ?? null,
+      height: image.height ?? null,
+    })),
+    promptLength: params.userMessage.length,
+  });
 
   const response = await params.client.responses.create({
     model: "gpt-5.4",
@@ -193,5 +266,11 @@ export async function analyzeOutfitPhoto(params: {
   } catch {
     parsed = {};
   }
-  return outfitPhotoAnalysisResponse(normalizeOutfitPhotoAnalysis(parsed), images[0]?.uri ?? null);
+  const analysis = normalizeOutfitPhotoAnalysis(parsed);
+  logger.info("[AURA_OUTFIT_PHOTO] vision response parsed", {
+    detectedPieceCount: analysis.detectedPieces.length,
+    roles: analysis.detectedPieces.map((piece) => piece.role),
+    missingToComplete: analysis.missingToComplete ?? [],
+  });
+  return outfitPhotoAnalysisResponse(analysis, images[0]?.uri ?? null);
 }
diff --git a/functions/src/shared/buildAuraContext.ts b/functions/src/shared/buildAuraContext.ts
index 2982ace..9208779 100644
--- a/functions/src/shared/buildAuraContext.ts
+++ b/functions/src/shared/buildAuraContext.ts
@@ -170,6 +170,8 @@ export function buildAuraContext({
 }: AuraContextArgs) {
   const DEBUG_AURA_SPARSE =
     process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
+  const DEBUG_AURA_CONTEXT =
+    process.env.DEBUG_AURA_CONTEXT === "1" || process.env.DEBUG_AURA_CONTEXT === "true";
   const excluded = {
     drafts: [] as Record<string, string>[],
     laundry: [] as Record<string, string>[],
@@ -280,14 +282,18 @@ export function buildAuraContext({
         ...(wardrobe.footwear.length ? [] : ["footwear"]),
       ],
     },
-    wardrobeDebug: {
-      footwearAvailable: wardrobe.footwear,
-      bottomsAvailable: wardrobe.bottoms,
-      accessoriesAvailable: wardrobe.accessories,
-      excludedFootwear: [...excluded.drafts, ...excluded.laundry, ...excluded.uncategorized].filter(
-        (item) => mapCategory(item.subCategory || item.category || item.type) === "footwear"
-      ),
-    },
+    ...(DEBUG_AURA_CONTEXT
+      ? {
+          wardrobeDebug: {
+            footwearAvailable: wardrobe.footwear,
+            bottomsAvailable: wardrobe.bottoms,
+            accessoriesAvailable: wardrobe.accessories,
+            excludedFootwear: [...excluded.drafts, ...excluded.laundry, ...excluded.uncategorized].filter(
+              (item) => mapCategory(item.subCategory || item.category || item.type) === "footwear"
+            ),
+          },
+        }
+      : {}),
     stylingPolicy: {
       preferOwnedClosetItems: true,
       preferOwnedFootwear: true,
diff --git a/functions/src/shared/productLinkExtractor.ts b/functions/src/shared/productLinkExtractor.ts
index 0488c12..49a73b0 100644
--- a/functions/src/shared/productLinkExtractor.ts
+++ b/functions/src/shared/productLinkExtractor.ts
@@ -1,8 +1,12 @@
 import { createHash } from "node:crypto";
-import { lookup } from "node:dns/promises";
-import { isIP } from "node:net";
 import { FieldValue, getFirestore } from "firebase-admin/firestore";
 import { logger } from "firebase-functions/v2";
+import {
+  SafeFetchError,
+  redactUrlForLogs,
+  safeFetch,
+  validateSafeUrlForFetch,
+} from "./safeFetch";
 
 export type ProductMetadata = {
   sourceUrl: string;
@@ -48,7 +52,7 @@ type ProductLinkAdapter = {
   }) => Partial<ProductExtraction>;
 };
 
-const FETCH_TIMEOUT_MS = 9000;
+const MAX_HTML_BYTES = 3 * 1024 * 1024;
 const MAX_HTML_CHARS = 1_500_000;
 const USER_AGENT =
   "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) " +
@@ -998,90 +1002,70 @@ export function handleAmazonLink(url: URL, html: string): AmazonExtractionResult
 
 export const extractAmazonLinkData = handleAmazonLink;
 
-function isPrivateIp(address: string): boolean {
-  if (address === "127.0.0.1" || address === "::1") return true;
-  if (address.startsWith("10.")) return true;
-  if (address.startsWith("192.168.")) return true;
-  if (/^172\.(1[6-9]|2\d|3[01])\./.test(address)) return true;
-  if (address.startsWith("169.254.")) return true;
-  if (address.startsWith("fc") || address.startsWith("fd")) return true;
-  return false;
-}
-
 export async function validateProductUrl(rawUrl: string): Promise<URL> {
-  let parsed: URL;
   try {
-    parsed = new URL(rawUrl);
-  } catch {
-    throw new ProductLinkError("Invalid product link.", "invalid_url");
-  }
-  if (parsed.protocol !== "http:" && parsed.protocol !== "https:") {
-    throw new ProductLinkError("Only http and https links are supported.", "invalid_url");
-  }
-  const host = parsed.hostname.toLowerCase();
-  if (
-    !host ||
-    host === "localhost" ||
-    host.endsWith(".localhost") ||
-    isPrivateIp(host)
-  ) {
-    throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
-  }
-  if (isIP(host) && isPrivateIp(host)) {
-    throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
-  }
-  const addresses = await lookup(host, { all: true }).catch(() => []);
-  if (addresses.some((entry) => isPrivateIp(entry.address))) {
-    throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
+    return await validateSafeUrlForFetch(rawUrl);
+  } catch (error) {
+    if (error instanceof SafeFetchError) {
+      if (error.code === "invalid_url") {
+        throw new ProductLinkError("Invalid product link.", "invalid_url");
+      }
+      if (error.code === "unsafe_url") {
+        throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
+      }
+    }
+    throw new ProductLinkError("Could not validate that product link.", "fetch_failed");
   }
-  parsed.hash = "";
-  return parsed;
 }
 
-export async function fetchResolvedProductPage(url: URL): Promise<FetchedProductPage> {
-  let currentUrl = url;
-  for (let redirectCount = 0; redirectCount < 4; redirectCount += 1) {
-    const response = await fetchProductHtmlOnce(currentUrl);
-    if (response.status >= 300 && response.status < 400) {
-      const location = response.headers.get("location");
-      if (!location) {
-        throw new ProductLinkError("Product page redirected without a location.", "fetch_failed");
-      }
-      currentUrl = await validateProductUrl(new URL(location, currentUrl).toString());
-      continue;
-    }
-    if (!response.ok) {
-      throw new ProductLinkError(`Product page returned ${response.status}.`, "fetch_failed");
-    }
-    const contentType = response.headers.get("content-type") ?? "";
-    if (contentType && !contentType.includes("text/html")) {
-      throw new ProductLinkError("That link did not return a product page.", "fetch_failed");
+export async function filterSafeExternalImageUrls(imageUrls: string[], context: { domain: string }) {
+  const safeUrls: string[] = [];
+  for (const imageUrl of imageUrls) {
+    try {
+      safeUrls.push((await validateSafeUrlForFetch(imageUrl)).toString());
+    } catch (error) {
+      logger.warn("[AURA_LINK_SECURITY] rejected unsafe product image URL", {
+        domain: context.domain,
+        imageUrl: redactUrlForLogs(imageUrl),
+        reason: error instanceof Error ? error.message : String(error),
+      });
     }
-    return {
-      html: (await response.text()).slice(0, MAX_HTML_CHARS),
-      finalUrl: currentUrl,
-    };
   }
-  throw new ProductLinkError("Product page redirected too many times.", "fetch_failed");
+  return Array.from(new Set(safeUrls));
 }
 
-async function fetchProductHtmlOnce(url: URL): Promise<Response> {
-  const controller = new AbortController();
-  const timeout = setTimeout(() => controller.abort(), FETCH_TIMEOUT_MS);
+export async function fetchResolvedProductPage(url: URL): Promise<FetchedProductPage> {
   try {
-    return await fetch(url.toString(), {
-      signal: controller.signal,
-      redirect: "manual",
+    const response = await safeFetch(url, {
+      expectedKind: "html",
+      maxBytes: MAX_HTML_BYTES,
+      maxRedirects: 3,
       headers: {
         "user-agent": USER_AGENT,
         accept: "text/html,application/xhtml+xml",
       },
     });
+    if (!response.ok) {
+      throw new ProductLinkError(`Product page returned ${response.status}.`, "fetch_failed");
+    }
+    return {
+      html: response.text.slice(0, MAX_HTML_CHARS),
+      finalUrl: response.finalUrl,
+    };
   } catch (error) {
     if (error instanceof ProductLinkError) throw error;
+    if (error instanceof SafeFetchError) {
+      if (error.code === "unsafe_url") {
+        throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
+      }
+      if (error.code === "invalid_url") {
+        throw new ProductLinkError("Invalid product link.", "invalid_url");
+      }
+      if (error.code === "unsupported_format") {
+        throw new ProductLinkError("That link did not return a product page.", "fetch_failed");
+      }
+    }
     throw new ProductLinkError("Could not fetch that product link.", "fetch_failed");
-  } finally {
-    clearTimeout(timeout);
   }
 }
 
@@ -1129,15 +1113,37 @@ export async function extractProductFromUrl(rawUrl: string): Promise<ProductExtr
 
   if (isAmazonProductUrl(finalUrl)) {
     const amazonExtraction = extractAmazonLinkData(finalUrl, html);
-    if (!amazonExtraction.metadata.title && !amazonExtraction.imageUrls.length) {
+    const imageUrls = await filterSafeExternalImageUrls(amazonExtraction.imageUrls, {
+      domain: finalUrl.hostname,
+    });
+    if (!amazonExtraction.metadata.title && !imageUrls.length) {
       throw new ProductLinkError("No usable Amazon product metadata found.", "no_metadata");
     }
-    return amazonExtraction;
+    return {
+      ...amazonExtraction,
+      imageUrls,
+      partialData: amazonExtraction.partialData
+        ? {
+            ...amazonExtraction.partialData,
+            imageUrls: amazonExtraction.partialData.imageUrls
+              ? await filterSafeExternalImageUrls(amazonExtraction.partialData.imageUrls, {
+                  domain: finalUrl.hostname,
+                })
+              : undefined,
+          }
+        : undefined,
+    };
   }
 
   const metadata = extractProductMetadataFromHtml(finalUrl.toString(), html);
   const imageUrls = extractProductImagesFromHtml(finalUrl.toString(), html);
-  const extraction = applyAdapter(finalUrl, html, { metadata, imageUrls });
+  const rawExtraction = applyAdapter(finalUrl, html, { metadata, imageUrls });
+  const extraction = {
+    ...rawExtraction,
+    imageUrls: await filterSafeExternalImageUrls(rawExtraction.imageUrls, {
+      domain: metadata.domain,
+    }),
+  };
 
   logger.info("[AURA_LINK_EXTRACT] extraction complete", {
     domain: metadata.domain,
@@ -1265,13 +1271,13 @@ export async function createDraftItemFromProductLink(params: {
     logger.info("[LINK_IMAGE_SAVE] product link draft image fields", {
       uid,
       itemId: createdItemId,
-      sourceUrl: extraction.metadata.sourceUrl,
-      primaryUrl,
-      imageUrls: extraction.imageUrls,
+      sourceUrl: redactUrlForLogs(extraction.metadata.sourceUrl),
+      primaryUrl: redactUrlForLogs(primaryUrl),
+      imageUrls: extraction.imageUrls.map((imageUrl) => redactUrlForLogs(imageUrl)),
       savedFields: {
-        originalImageUrl: primaryUrl,
-        photoUrl: primaryUrl,
-        photosPrimaryUrl: primaryUrl,
+        originalImageUrl: redactUrlForLogs(primaryUrl),
+        photoUrl: redactUrlForLogs(primaryUrl),
+        photosPrimaryUrl: redactUrlForLogs(primaryUrl),
         cleanedImageUrl: null,
       },
     });
diff --git a/functions/src/shared/productUrlMetadata.ts b/functions/src/shared/productUrlMetadata.ts
index d492118..9dec325 100644
--- a/functions/src/shared/productUrlMetadata.ts
+++ b/functions/src/shared/productUrlMetadata.ts
@@ -2,11 +2,13 @@ import * as cheerio from "cheerio";
 import { logger } from "firebase-functions/v2";
 import {
   extractAmazonLinkData,
+  filterSafeExternalImageUrls,
   extractNikeSelectedVariantData,
   extractProductImagesFromHtml,
   isAmazonProductUrl,
   validateProductUrl,
 } from "./productLinkExtractor";
+import { redactUrlForLogs, safeFetch, SafeFetchExpectedKind } from "./safeFetch";
 
 export type ProductUrlMetadata = {
   sourceUrl: string;
@@ -21,7 +23,6 @@ export type ProductUrlMetadata = {
   status?: "ready" | "needs_review";
 };
 
-const FETCH_TIMEOUT_MS = 9000;
 const USER_AGENT =
   "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) " +
   "AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Mobile/15E148 Safari/604.1";
@@ -52,20 +53,20 @@ function hmContentFallbackUrls(url: URL) {
   ];
 }
 
-async function fetchTextWithTimeout(url: string, headers: HeadersInit) {
-  const controller = new AbortController();
-  const timeout = setTimeout(() => controller.abort(), FETCH_TIMEOUT_MS);
-  try {
-    const response = await fetch(url, {
-      signal: controller.signal,
-      headers,
-      redirect: "follow",
-    });
-    const text = await response.text();
-    return { response, text };
-  } finally {
-    clearTimeout(timeout);
-  }
+async function fetchTextWithTimeout(
+  url: string,
+  headers: HeadersInit,
+  expectedKind: SafeFetchExpectedKind,
+) {
+  const response = await safeFetch(url, {
+    expectedKind,
+    headers,
+    maxRedirects: 3,
+  });
+  return {
+    response,
+    text: response.text,
+  };
 }
 
 function cleanText(value: unknown, maxLength = 300) {
@@ -134,11 +135,15 @@ async function extractZaraProductUrlMetadata(url: URL): Promise<ProductUrlMetada
     path: detailsUrl.pathname,
   });
 
-  const { response, text } = await fetchTextWithTimeout(detailsUrl.toString(), {
-    accept: "application/json,text/plain,*/*",
-    "accept-language": "en-US,en;q=0.9",
-    "user-agent": USER_AGENT,
-  });
+  const { response, text } = await fetchTextWithTimeout(
+    detailsUrl.toString(),
+    {
+      accept: "application/json,text/plain,*/*",
+      "accept-language": "en-US,en;q=0.9",
+      "user-agent": USER_AGENT,
+    },
+    "json",
+  );
   if (!response.ok) {
     logger.warn("[AURA_URL_FETCH] Zara product details API failed", {
       host: url.hostname,
@@ -171,7 +176,9 @@ async function extractZaraProductUrlMetadata(url: URL): Promise<ProductUrlMetada
     .sort((a, b) => Number(a.order ?? 0) - Number(b.order ?? 0))
     .map((media) => zaraImageUrl(media.extraInfo?.deliveryUrl ?? media.url))
     .filter((imageUrl): imageUrl is string => !!imageUrl);
-  const deduped = Array.from(new Set(imageUrls)).slice(0, 12);
+  const deduped = (await filterSafeExternalImageUrls(Array.from(new Set(imageUrls)), {
+    domain: url.hostname,
+  })).slice(0, 12);
   const metadata = {
     sourceUrl: url.toString(),
     title: cleanText(product?.name, 220),
@@ -209,21 +216,15 @@ async function fetchHtml(url: URL) {
   let originalStatus: number | null = null;
   let originalError: unknown = null;
   try {
-    const { response, text } = await fetchTextWithTimeout(url.toString(), headers);
+    const { response, text } = await fetchTextWithTimeout(url.toString(), headers, "html");
     originalStatus = response.status;
     if (response.ok) {
-      const finalUrl = (() => {
-        try {
-          return new URL(response.url || url.toString());
-        } catch {
-          return url;
-        }
-      })();
+      const finalUrl = response.finalUrl;
       logger.info("[AURA_URL_FETCH] fetched product URL", {
         host: url.hostname,
         htmlLength: text.length,
         fallback: null,
-        finalUrl: finalUrl.toString(),
+        finalUrl: redactUrlForLogs(finalUrl),
       });
       return {
         html: text,
@@ -271,23 +272,17 @@ async function tryHmContentFallback(
         originalStatus,
         originalError: originalError instanceof Error ? originalError.message : null,
       });
-      const fallbackResult = await fetchTextWithTimeout(fallbackUrl, headers);
+      const fallbackResult = await fetchTextWithTimeout(fallbackUrl, headers, "json");
       if (
         fallbackResult.response.ok &&
         /<html|og:image|productArticleDetails/i.test(fallbackResult.text)
       ) {
-        const finalUrl = (() => {
-          try {
-            return new URL(fallbackResult.response.url || url.toString());
-          } catch {
-            return url;
-          }
-        })();
+        const finalUrl = fallbackResult.response.finalUrl;
         logger.info("[AURA_URL_FETCH] fetched H&M content fallback", {
           host: url.hostname,
           htmlLength: fallbackResult.text.length,
           status: fallbackResult.response.status,
-          finalUrl: finalUrl.toString(),
+          finalUrl: redactUrlForLogs(finalUrl),
         });
         return {
           html: fallbackResult.text,
@@ -358,11 +353,14 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
   const finalUrl = fetched.finalUrl;
   if (isAmazonProductUrl(finalUrl)) {
     const amazon = extractAmazonLinkData(finalUrl, html);
+    const imageUrls = await filterSafeExternalImageUrls(amazon.imageUrls, {
+      domain: finalUrl.hostname,
+    });
     return {
       sourceUrl: amazon.metadata.sourceUrl,
       title: amazon.metadata.title ?? amazon.partialData?.title ?? null,
-      imageUrl: amazon.imageUrls[0] ?? null,
-      imageUrls: amazon.imageUrls,
+      imageUrl: imageUrls[0] ?? null,
+      imageUrls,
       description: null,
       brand: amazon.status === "ready" ? amazon.metadata.brand ?? null : null,
       category: amazon.status === "ready" ? amazon.metadata.categoryHints?.[0] ?? null : null,
@@ -378,14 +376,18 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
       ? nikeVariant.imageUrls
       : extractProductImagesFromHtml(finalUrl.toString(), html);
   const ogImage = normalizeImageUrl(finalUrl, metaContent($, "og:image") ?? undefined);
+  const safeImageUrls = await filterSafeExternalImageUrls(
+    (imageUrls.length ? imageUrls : [ogImage ?? firstLargeImage($, finalUrl)].filter((value): value is string => !!value)),
+    { domain: finalUrl.hostname },
+  );
   const metadata = {
     sourceUrl: nikeVariant?.metadata?.sourceUrl ?? finalUrl.toString(),
     title:
       nikeVariant?.metadata?.title ??
       metaContent($, "og:title") ??
       cleanText($("title").first().text(), 220),
-    imageUrl: imageUrls[0] ?? ogImage ?? firstLargeImage($, finalUrl),
-    imageUrls: imageUrls.length ? imageUrls : [ogImage ?? firstLargeImage($, finalUrl)].filter((value): value is string => !!value),
+    imageUrl: safeImageUrls[0] ?? null,
+    imageUrls: safeImageUrls,
     description:
       nikeVariant?.metadata?.description ??
       metaContent($, "og:description") ??
@@ -398,7 +400,7 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
     imageCount: metadata.imageUrls.length,
     hasDescription: !!metadata.description,
     imageHost: metadata.imageUrl ? new URL(metadata.imageUrl).hostname : null,
-    sourceUrl: metadata.sourceUrl,
+    sourceUrl: redactUrlForLogs(metadata.sourceUrl),
   });
   return metadata;
 }
diff --git a/functions/src/shared/safeFetch.ts b/functions/src/shared/safeFetch.ts
new file mode 100644
index 0000000..409e5c3
--- /dev/null
+++ b/functions/src/shared/safeFetch.ts
@@ -0,0 +1,226 @@
+import { lookup } from "node:dns/promises";
+import { isIP } from "node:net";
+
+export type SafeFetchExpectedKind = "image" | "audio" | "html" | "json";
+
+export class SafeFetchError extends Error {
+  constructor(
+    message: string,
+    public readonly code:
+      | "invalid_url"
+      | "unsafe_url"
+      | "fetch_failed"
+      | "too_large"
+      | "unsupported_format"
+      | "too_many_redirects",
+  ) {
+    super(message);
+  }
+}
+
+export type SafeFetchResult = {
+  finalUrl: URL;
+  status: number;
+  ok: boolean;
+  headers: Headers;
+  contentType: string;
+  bytes: Buffer;
+  text: string;
+};
+
+type SafeFetchOptions = {
+  expectedKind: SafeFetchExpectedKind;
+  headers?: HeadersInit;
+  timeoutMs?: number;
+  maxBytes?: number;
+  maxRedirects?: number;
+};
+
+const DEFAULT_TIMEOUT_MS = 8_000;
+const DEFAULT_MAX_REDIRECTS = 3;
+const MAX_BYTES_BY_KIND: Record<SafeFetchExpectedKind, number> = {
+  image: 10 * 1024 * 1024,
+  audio: 10 * 1024 * 1024,
+  html: 3 * 1024 * 1024,
+  json: 2 * 1024 * 1024,
+};
+
+function isPrivateIpv4(address: string) {
+  const parts = address.split(".").map((part) => Number(part));
+  if (parts.length !== 4 || parts.some((part) => !Number.isInteger(part) || part < 0 || part > 255)) {
+    return true;
+  }
+  const [a, b] = parts;
+  if (a === 0) return true;
+  if (a === 10) return true;
+  if (a === 127) return true;
+  if (a === 169 && b === 254) return true;
+  if (a === 172 && b >= 16 && b <= 31) return true;
+  if (a === 192 && b === 168) return true;
+  if (a === 100 && b >= 64 && b <= 127) return true;
+  if (a === 192 && b === 0) return true;
+  if (a === 198 && (b === 18 || b === 19)) return true;
+  if (a >= 224) return true;
+  return false;
+}
+
+export function isPrivateOrInternalIp(address: string) {
+  const value = address.toLowerCase();
+  const version = isIP(value);
+  if (version === 4) return isPrivateIpv4(value);
+  if (version !== 6) return false;
+  if (value === "::" || value === "::1") return true;
+
+  const mappedIpv4 = value.match(/^::ffff:(\d+\.\d+\.\d+\.\d+)$/)?.[1];
+  if (mappedIpv4) return isPrivateIpv4(mappedIpv4);
+
+  const firstPart = value.split(":").find((part) => part.length > 0);
+  const firstHextet = firstPart ? Number.parseInt(firstPart, 16) : 0;
+  if (!Number.isFinite(firstHextet)) return true;
+  if (firstHextet >= 0xfc00 && firstHextet <= 0xfdff) return true;
+  if (firstHextet >= 0xfe80 && firstHextet <= 0xfebf) return true;
+  return false;
+}
+
+export function redactUrlForLogs(rawUrl: string | URL | null | undefined) {
+  const raw = String(rawUrl ?? "").trim();
+  if (!raw) return null;
+  try {
+    const url = rawUrl instanceof URL ? new URL(rawUrl.toString()) : new URL(raw);
+    const path = url.pathname.length > 120 ? `${url.pathname.slice(0, 117)}...` : url.pathname;
+    return `${url.protocol}//${url.host}${path}${url.search ? "?[redacted]" : ""}`;
+  } catch {
+    return raw.length > 160 ? `${raw.slice(0, 157)}...` : raw;
+  }
+}
+
+function isAllowedContentType(contentType: string, expectedKind: SafeFetchExpectedKind) {
+  const normalized = contentType.split(";")[0]?.trim().toLowerCase() ?? "";
+  if (!normalized) return false;
+  if (expectedKind === "image") return normalized.startsWith("image/");
+  if (expectedKind === "audio") return normalized.startsWith("audio/") || normalized === "video/mp4";
+  if (expectedKind === "html") {
+    return normalized === "text/html" || normalized === "application/xhtml+xml";
+  }
+  return normalized === "application/json" || normalized.endsWith("+json") || normalized === "text/plain";
+}
+
+export async function validateSafeUrlForFetch(rawUrl: string | URL): Promise<URL> {
+  let parsed: URL;
+  try {
+    parsed = rawUrl instanceof URL ? new URL(rawUrl.toString()) : new URL(String(rawUrl));
+  } catch {
+    throw new SafeFetchError("Invalid URL.", "invalid_url");
+  }
+
+  if (parsed.protocol !== "http:" && parsed.protocol !== "https:") {
+    throw new SafeFetchError("Only http and https URLs are supported.", "invalid_url");
+  }
+
+  const hostname = parsed.hostname.toLowerCase().replace(/^\[/, "").replace(/\]$/, "");
+  if (!hostname || hostname === "localhost" || hostname.endsWith(".localhost")) {
+    throw new SafeFetchError("URL host is not safe to fetch.", "unsafe_url");
+  }
+
+  if (isIP(hostname)) {
+    if (isPrivateOrInternalIp(hostname)) {
+      throw new SafeFetchError("URL host is not safe to fetch.", "unsafe_url");
+    }
+  } else {
+    const addresses = await lookup(hostname, { all: true, verbatim: true }).catch(() => []);
+    if (!addresses.length) {
+      throw new SafeFetchError("Could not resolve URL host.", "fetch_failed");
+    }
+    if (addresses.some((entry) => isPrivateOrInternalIp(entry.address))) {
+      throw new SafeFetchError("URL host resolves to an unsafe address.", "unsafe_url");
+    }
+  }
+
+  parsed.hash = "";
+  return parsed;
+}
+
+async function readResponseBytes(response: Response, maxBytes: number) {
+  const contentLength = Number(response.headers.get("content-length") ?? 0);
+  if (Number.isFinite(contentLength) && contentLength > maxBytes) {
+    throw new SafeFetchError("Response is too large.", "too_large");
+  }
+
+  if (!response.body) return Buffer.alloc(0);
+  const chunks: Buffer[] = [];
+  let total = 0;
+  const reader = response.body.getReader();
+  try {
+    let doneReading = false;
+    while (!doneReading) {
+      const { done, value } = await reader.read();
+      if (done) {
+        doneReading = true;
+        continue;
+      }
+      const chunk = Buffer.from(value);
+      total += chunk.length;
+      if (total > maxBytes) {
+        throw new SafeFetchError("Response is too large.", "too_large");
+      }
+      chunks.push(chunk);
+    }
+  } finally {
+    reader.releaseLock();
+  }
+  return Buffer.concat(chunks);
+}
+
+export async function safeFetch(rawUrl: string | URL, options: SafeFetchOptions): Promise<SafeFetchResult> {
+  const maxRedirects = options.maxRedirects ?? DEFAULT_MAX_REDIRECTS;
+  const timeoutMs = options.timeoutMs ?? DEFAULT_TIMEOUT_MS;
+  const maxBytes = options.maxBytes ?? MAX_BYTES_BY_KIND[options.expectedKind];
+  let currentUrl = await validateSafeUrlForFetch(rawUrl);
+
+  for (let redirectCount = 0; redirectCount <= maxRedirects; redirectCount += 1) {
+    const controller = new AbortController();
+    const timeout = setTimeout(() => controller.abort(), timeoutMs);
+    try {
+      const response = await fetch(currentUrl.toString(), {
+        headers: options.headers,
+        redirect: "manual",
+        signal: controller.signal,
+      });
+
+      if (response.status >= 300 && response.status < 400) {
+        const location = response.headers.get("location");
+        if (!location) {
+          throw new SafeFetchError("Redirect response did not include a location.", "fetch_failed");
+        }
+        if (redirectCount >= maxRedirects) {
+          throw new SafeFetchError("URL redirected too many times.", "too_many_redirects");
+        }
+        currentUrl = await validateSafeUrlForFetch(new URL(location, currentUrl));
+        continue;
+      }
+
+      const contentType = response.headers.get("content-type") ?? "";
+      if (response.ok && !isAllowedContentType(contentType, options.expectedKind)) {
+        throw new SafeFetchError("URL returned an unsupported content type.", "unsupported_format");
+      }
+
+      const bytes = await readResponseBytes(response, maxBytes);
+      return {
+        finalUrl: currentUrl,
+        status: response.status,
+        ok: response.ok,
+        headers: response.headers,
+        contentType,
+        bytes,
+        text: bytes.toString("utf8"),
+      };
+    } catch (error) {
+      if (error instanceof SafeFetchError) throw error;
+      throw new SafeFetchError("Could not fetch URL.", "fetch_failed");
+    } finally {
+      clearTimeout(timeout);
+    }
+  }
+
+  throw new SafeFetchError("URL redirected too many times.", "too_many_redirects");
+}
diff --git a/functions/src/transcribeAuraAudio.ts b/functions/src/transcribeAuraAudio.ts
index 19e0b77..5a36c68 100644
--- a/functions/src/transcribeAuraAudio.ts
+++ b/functions/src/transcribeAuraAudio.ts
@@ -1,34 +1,104 @@
 import { HttpsError, onCall } from "firebase-functions/v2/https";
+import { logger } from "firebase-functions/v2";
+import { getStorage } from "firebase-admin/storage";
 import OpenAI, { toFile } from "openai";
 
+const MAX_AUDIO_BYTES = 10 * 1024 * 1024;
+
+function customError(
+  code: "invalid-argument" | "permission-denied" | "resource-exhausted" | "internal" | "unauthenticated",
+  customCode: string,
+  message: string,
+) {
+  return new HttpsError(code, message, { code: customCode });
+}
+
+function isAllowedAudioContentType(value: string | null | undefined) {
+  const contentType = String(value ?? "").split(";")[0]?.trim().toLowerCase() ?? "";
+  return contentType.startsWith("audio/") || contentType === "video/mp4";
+}
+
 export const transcribeAuraAudio = onCall(
   { secrets: ["OPENAI_API_KEY"] },
   async (request) => {
     const uid = request.auth?.uid;
     if (!uid) {
-      throw new HttpsError("unauthenticated", "User must be signed in.");
+      throw customError("unauthenticated", "unauthorized", "User must be signed in.");
     }
 
-    const audioUrl = String(request.data?.audioUrl ?? "").trim();
-    if (!audioUrl) {
-      throw new HttpsError("invalid-argument", "Audio URL is required.");
+    const storagePath = String(request.data?.storagePath ?? "").trim();
+    const requestedMimeType = String(request.data?.mimeType ?? "").trim() || null;
+    const durationMs = Number(request.data?.durationMs ?? request.data?.duration ?? 0);
+    const prefix = `users/${uid}/tmp/transcription/`;
+    if (!storagePath || !storagePath.startsWith(prefix)) {
+      throw customError("invalid-argument", "invalid_path", "Invalid transcription path.");
     }
-
-    const response = await fetch(audioUrl);
-    if (!response.ok) {
-      throw new HttpsError("invalid-argument", "Unable to read audio attachment.");
+    const fileName = storagePath.slice(prefix.length);
+    if (!/^[A-Za-z0-9._-]+\.m4a$/i.test(fileName)) {
+      throw customError("invalid-argument", "invalid_path", "Invalid transcription path.");
     }
 
-    const buffer = Buffer.from(await response.arrayBuffer());
-    const client = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
-    const transcript = await client.audio.transcriptions.create({
-      model: "gpt-4o-mini-transcribe",
-      file: await toFile(buffer, "aura-audio.m4a", { type: "audio/mp4" }),
-    });
-
-    return {
-      ok: true,
-      transcript: String(transcript.text ?? "").trim(),
-    };
-  }
+    const file = getStorage().bucket().file(storagePath);
+    try {
+      const [metadata] = await file.getMetadata().catch((error) => {
+        logger.warn("[AURA_TRANSCRIBE] temp audio metadata read failed", {
+          uid,
+          storagePath,
+          error: error instanceof Error ? error.message : String(error),
+        });
+        throw customError("invalid-argument", "invalid_path", "Audio file was not found.");
+      });
+      const size = Number(metadata.size ?? 0);
+      if (!Number.isFinite(size) || size <= 0) {
+        throw customError("invalid-argument", "unsupported_format", "Audio file is empty.");
+      }
+      if (size > MAX_AUDIO_BYTES) {
+        throw customError("resource-exhausted", "too_large", "Audio file is too large.");
+      }
+      const contentType = String(metadata.contentType || requestedMimeType || "");
+      if (!isAllowedAudioContentType(contentType)) {
+        throw customError("invalid-argument", "unsupported_format", "Audio format is not supported.");
+      }
+
+      const [buffer] = await file.download();
+      logger.info("[AURA_TRANSCRIBE] temp audio downloaded", {
+        uid,
+        storagePath,
+        size,
+        contentType,
+        durationMs: Number.isFinite(durationMs) && durationMs > 0 ? durationMs : null,
+      });
+
+      const client = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
+      const transcript = await client.audio.transcriptions.create({
+        model: "gpt-4o-mini-transcribe",
+        file: await toFile(buffer, "aura-audio.m4a", { type: contentType }),
+      });
+      const text = String(transcript.text ?? "").trim();
+      logger.info("[AURA_TRANSCRIBE] transcription complete", {
+        uid,
+        storagePath,
+        transcriptLength: text.length,
+      });
+
+      return { transcript: text };
+    } catch (error) {
+      if (error instanceof HttpsError) throw error;
+      logger.error("[AURA_TRANSCRIBE] transcription failed", {
+        uid,
+        storagePath,
+        error: error instanceof Error ? error.message : String(error),
+      });
+      throw customError("internal", "transcription_failed", "Unable to transcribe audio.");
+    } finally {
+      await file.delete().catch((error) => {
+        if ((error as { code?: unknown })?.code === 404) return;
+        logger.warn("[AURA_TRANSCRIBE] temp audio delete failed", {
+          uid,
+          storagePath,
+          error: error instanceof Error ? error.message : String(error),
+        });
+      });
+    }
+  },
 );
diff --git a/src/profile/screens.tsx b/src/profile/screens.tsx
index 63fa5e5..6103911 100644
--- a/src/profile/screens.tsx
+++ b/src/profile/screens.tsx
@@ -2,8 +2,9 @@ import { router } from "expo-router";
 import * as Clipboard from "expo-clipboard";
 import Constants from "expo-constants";
 import * as ImagePicker from "expo-image-picker";
-import { deleteUser, sendEmailVerification, sendPasswordResetEmail, signOut, updateProfile } from "firebase/auth";
+import { sendEmailVerification, sendPasswordResetEmail, signOut, updateProfile } from "firebase/auth";
 import { collection, doc, getDoc, getDocs, limit, orderBy, query } from "firebase/firestore";
+import { getFunctions, httpsCallable } from "firebase/functions";
 import { getDownloadURL, ref, uploadBytes } from "firebase/storage";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import {
@@ -24,7 +25,7 @@ import { SafeScreen } from "@/src/components/SafeScreen";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
-import { auth, db, storage } from "@/src/lib/firebase";
+import { app, auth, db, storage } from "@/src/lib/firebase";
 import { signOutGoogle } from "@/src/auth/googleAuth";
 import { Storage } from "@/src/lib/storage";
 import { clearAssistantMemory, buildCompactMemorySummary, loadAssistantProfile, loadBehaviorProfile } from "@/src/lib/assistantMemory";
@@ -80,6 +81,13 @@ const SHOE_SIZE_OPTIONS = {
   EU: ["EU 38", "EU 39", "EU 40", "EU 41", "EU 42", "EU 43", "EU 44", "EU 45", "EU 46", "EU 47"],
 } as const;
 
+type DeleteAccountDataResult = {
+  ok: boolean;
+  firestoreDocumentsDeleted: number;
+  storageFilesDeleted: number;
+  authUserDeleted: boolean;
+};
+
 const TOP_FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
 const OUTERWEAR_FIT_OPTIONS = ["slim", "regular", "roomy"] as const;
 const BOTTOM_RISE_OPTIONS = ["low", "mid", "high"] as const;
@@ -760,30 +768,31 @@ export function AccountScreen() {
   const confirmDeleteAccount = useCallback(() => {
     Alert.alert(
       "Delete account?",
-      "This deletes account access in Firebase Auth. Full backend data deletion is not implemented here, so closet data will not be silently deleted.",
+      "This permanently deletes your account, closet data, AURA chats, saved looks, and uploaded files.",
       [
         { text: "Cancel", style: "cancel" },
         {
           text: "Continue",
           style: "destructive",
           onPress: () => {
-            Alert.alert("Final confirmation", "Delete this account access now?", [
+            Alert.alert("Final confirmation", "Delete your account and data now?", [
               { text: "Cancel", style: "cancel" },
               {
                 text: "Delete",
                 style: "destructive",
                 onPress: () => {
                   void runAction("Delete account", async () => {
-                    if (!auth.currentUser) throw new Error("Please sign in again first.");
-                    try {
-                      await deleteUser(auth.currentUser);
-                      router.replace("/(auth)/welcome");
-                    } catch (error: any) {
-                      if (error?.code === "auth/requires-recent-login") {
-                        throw new Error("Please log in again before deleting your account.");
-                      }
-                      throw error;
-                    }
+                    const uid = auth.currentUser?.uid ?? user?.uid ?? null;
+                    if (!uid) throw new Error("Please sign in again first.");
+                    const callable = httpsCallable<{ uid: string }, DeleteAccountDataResult>(
+                      getFunctions(app),
+                      "deleteAccountData",
+                    );
+                    await callable({ uid });
+                    await signOutGoogle().catch(() => undefined);
+                    await Storage.clearUserScopedData(uid).catch(() => undefined);
+                    await signOut(auth).catch(() => undefined);
+                    router.replace("/(auth)/welcome");
                   });
                 },
               },
@@ -792,7 +801,7 @@ export function AccountScreen() {
         },
       ],
     );
-  }, [runAction]);
+  }, [runAction, user?.uid]);
 
   return (
     <SafeScreen backgroundColor={colors.background} style={{ flex: 1 }}>
diff --git a/storage.rules b/storage.rules
index 241efee..1048f6b 100644
--- a/storage.rules
+++ b/storage.rules
@@ -15,6 +15,20 @@ service firebase.storage {
         && request.resource.size <= 10 * 1024 * 1024;
     }
 
+    function isValidTranscriptionAudio() {
+      return request.resource.size <= 10 * 1024 * 1024
+        && (
+          request.resource.contentType.matches('audio/.*') ||
+          request.resource.contentType == 'video/mp4'
+        );
+    }
+
+    match /users/{uid}/tmp/transcription/{recordingId} {
+      allow read: if isOwner(uid);
+      allow create, update: if isOwner(uid) && isValidTranscriptionAudio();
+      allow delete: if isOwner(uid);
+    }
+
     match /users/{uid}/{allPaths=**} {
       allow read: if isOwner(uid);
       allow write: if isOwner(uid) && isValidImage();

From 240236435a1b3f167191fa3628c682baca47f591 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 19:05:21 -0500
Subject: [PATCH 40/93] feat(aura): improve chat streaming and attachment
 handling

---
 app/(tabs)/ai.tsx                    | 373 +++++++++----
 src/components/ai/AuraHeader.tsx     |  18 +-
 src/components/ai/AuraQuickChips.tsx |  61 ++-
 src/components/ai/AuraReplyCard.tsx  | 273 +++++-----
 src/components/ai/ChatList.tsx       | 244 ++++++---
 src/components/ai/ChatMessage.tsx    | 271 +++++++++-
 src/components/ai/InputBar.tsx       | 782 +++++++++++++++++++--------
 src/components/ai/OutfitMessage.tsx  |  39 +-
 src/components/ai/chatTypes.ts       |   7 +
 src/lib/aiChats.ts                   |  40 +-
 src/lib/aura.ts                      |  94 +++-
 src/lib/auraAttachments.ts           | 116 +++-
 src/lib/chatMessageOrder.ts          |  73 +++
 src/lib/localCache.ts                |  24 +-
 src/lib/localChatCache.ts            |   5 +-
 15 files changed, 1796 insertions(+), 624 deletions(-)
 create mode 100644 src/lib/chatMessageOrder.ts

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 0306647..916b486 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -1,4 +1,5 @@
 import { LinearGradient } from "expo-linear-gradient";
+import * as FileSystem from "expo-file-system/legacy";
 import * as ImagePicker from "expo-image-picker";
 import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
@@ -14,7 +15,7 @@ import { auraTheme } from "@/src/components/ai/aiTheme";
 import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
 import AnimatedAuraRing from "@/src/components/aura/AnimatedAuraRing";
 import AuraPressable from "@/src/components/aura/AuraPressable";
-import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
+import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import type {
   AIMessage,
   ChatAttachment,
@@ -25,14 +26,14 @@ import type {
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { askAuraStream, transcribeAuraAudio } from "@/src/lib/aura";
+import { askAuraStream, isAuraStreamAbortError, transcribeAuraAudio } from "@/src/lib/aura";
 import { logAuraLookStyleEvent, updateAuraSessionContextFromPrompt } from "@/src/lib/auraMemory";
 import {
   type AuraCandidateLocalPhoto,
   createAuraItemDraftsFromCandidates,
   createAuraItemDraftsFromDetectedOutfit,
-  uploadAuraAttachment,
   uploadAuraAttachments,
+  uploadAuraTranscriptionAudio,
 } from "@/src/lib/auraAttachments";
 import { classifyAuraImageIntent } from "@/src/lib/auraIntent";
 import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
@@ -58,6 +59,7 @@ import {
   updateChatThread,
 } from "@/src/lib/aiChats";
 import { clearLatestChatCache, loadLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
+import { messageOrderMillis, orderChatMessages } from "@/src/lib/chatMessageOrder";
 import {
   clearCachedRecentMessages,
   getCachedChatList,
@@ -68,20 +70,20 @@ import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAct
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import { markAnalyzedOutfitWorn, savePlannedRecord } from "@/src/utils/dailyOutfits";
 
-const DEFAULT_CHIPS = [
-  "Style me today",
-  "Show safe, balanced, and bold options",
-  "Build a casual look",
-  "Fix this outfit",
-  "What am I missing?",
-  "Use only my closet",
-  "What should I buy first?",
-  "Plan a cleaner outfit",
+const TRAIN_AURA_CHIP_LABEL = "Train AURA faster";
+const AURA_TOP_CHIPS = [
+  TRAIN_AURA_CHIP_LABEL,
+  "Top priorities",
+  "Shopping list",
+  "Dressier options",
+  "Warm-weather",
 ];
+const DEFAULT_CHIPS = AURA_TOP_CHIPS.filter((chip) => chip !== TRAIN_AURA_CHIP_LABEL);
 
-const consumedPromptTokens = new Set<string>();
-const consumedChatTokens = new Set<string>();
 const DEFAULT_COMPOSER_HEIGHT = 56;
+const STREAM_FLUSH_INTERVAL_MS = 24;
+const AURA_REPLY_START_HAPTIC = "light" as const;
+const AURA_REPLY_FINISH_HAPTIC = "selection" as const;
 const AURA_OFFLINE_MESSAGE = "AURA is having trouble connecting right now. Try again in a moment.";
 const AURA_DRAFT_FAILURE_MESSAGE = "I couldn't create that wardrobe draft. Please try again.";
 const AURA_ATTACHMENT_FAILURE_MESSAGE = "I couldn't upload that attachment. Please try again.";
@@ -98,6 +100,8 @@ const AURA_EMPTY_STATE_CHIPS = [
   "Help me pick an outfit",
   "What should I wear tonight?",
 ];
+const AURA_CHAT_BACKGROUND_COLORS = ["#050507", "#07070B", "#0B0B12"] as const;
+const AURA_CHAT_BOTTOM_GLOW_COLORS = ["rgba(124,92,255,0.035)", "rgba(167,139,250,0.012)", "transparent"] as const;
 
 type OptionalAudioRecorder = {
   uri: string | null;
@@ -110,12 +114,24 @@ function createMessageId() {
   return `msg-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
 }
 
+let localMessageSequence = 0;
+
+function nextLocalMessageSequence() {
+  localMessageSequence += 1;
+  return localMessageSequence;
+}
+
 function logAuraChatState(event: string, payload?: Record<string, unknown>) {
   if (!DEBUG_AURA_CLIENT) return;
   console.log("[AURA_CHAT_STATE]", event, payload ?? {});
 }
 
-function createStreamingAssistantMessage(id: string, createdAt: number): AIMessage {
+function createStreamingAssistantMessage(
+  id: string,
+  createdAt: number,
+  replyToMessageId: string,
+  localSequence: number,
+): AIMessage {
   return {
     id,
     type: "assistant",
@@ -123,6 +139,9 @@ function createStreamingAssistantMessage(id: string, createdAt: number): AIMessa
     text: "",
     streaming: true,
     createdAt,
+    clientCreatedAt: createdAt,
+    localSequence,
+    replyToMessageId,
   };
 }
 
@@ -263,12 +282,15 @@ function AuraChatLoadingState() {
 }
 
 function createUserMessage(text: string): AIMessage {
+  const createdAt = Date.now();
   return {
     id: createMessageId(),
     type: "user",
     kind: "user_text",
     text,
-    createdAt: Date.now(),
+    createdAt,
+    clientCreatedAt: createdAt,
+    localSequence: nextLocalMessageSequence(),
   };
 }
 
@@ -511,6 +533,7 @@ function createAssistantMessage(
   const assistantIntroText = shouldUseCard
     ? buildAssistantCardIntro(normalizedData, options?.userRequest)
     : cleanIntroText(normalizedData.reply);
+  const createdAt = overrides?.createdAt ?? Date.now();
   return {
     id: overrides?.id ?? createMessageId(),
     type: "assistant",
@@ -519,7 +542,12 @@ function createAssistantMessage(
     assistantIntroText: assistantIntroText || undefined,
     streaming: overrides?.streaming,
     aura: shouldUseCard ? normalizedData : undefined,
-    createdAt: overrides?.createdAt ?? Date.now(),
+    createdAt,
+    clientCreatedAt:
+      overrides?.clientCreatedAt ??
+      createdAt,
+    localSequence: overrides?.localSequence,
+    replyToMessageId: overrides?.replyToMessageId ?? null,
   };
 }
 
@@ -813,12 +841,15 @@ function buildAuraHistory(messages: AIMessage[]) {
 }
 
 function createSystemMessage(text: string): AIMessage {
+  const createdAt = Date.now();
   return {
     id: createMessageId(),
     type: "system/action",
     kind: "system",
     text,
-    createdAt: Date.now(),
+    createdAt,
+    clientCreatedAt: createdAt,
+    localSequence: nextLocalMessageSequence(),
   };
 }
 
@@ -874,7 +905,7 @@ export default function AIScreen() {
   const [loading, setLoading] = useState(false);
   const [activeChatId, setActiveChatId] = useState<string | null>(null);
   const [isBooting, setIsBooting] = useState(true);
-  const [quickChips, setQuickChips] = useState<string[]>(DEFAULT_CHIPS);
+  const [, setQuickChips] = useState<string[]>(DEFAULT_CHIPS);
   const [recentThreads, setRecentThreads] = useState<AIChatThread[]>([]);
   const [items, setItems] = useState<ClothingItem[]>([]);
   const [isComposerFocused, setIsComposerFocused] = useState(false);
@@ -885,16 +916,22 @@ export default function AIScreen() {
   const [recordingAudio, setRecordingAudio] = useState(false);
   const [chatDrawerOpen, setChatDrawerOpen] = useState(false);
   const [focusScrollSignal, setFocusScrollSignal] = useState(0);
+  const [focusMessageId, setFocusMessageId] = useState<string | null>(null);
   const latestMessagesRef = useRef<AIMessage[]>([]);
   const lastHydratedUidRef = useRef<string | null>(null);
   const audioRecorderRef = useRef<OptionalAudioRecorder | null>(null);
   const recordingStartedAtRef = useRef<number | null>(null);
+  const streamAbortControllerRef = useRef<AbortController | null>(null);
+  const stopStreamingRequestedRef = useRef(false);
+  const consumedPromptTokens = useRef(new Set<string>());
+  const consumedChatTokens = useRef(new Set<string>());
   const auraPulse = useRef(new Animated.Value(0)).current;
   const auraThinking = useRef(new Animated.Value(0)).current;
   const uid = user?.uid ?? null;
   const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
   const minimumClosetSummary = useMemo(() => buildMinimumClosetSummary(items), [items]);
-  const hasStreamingMessage = useMemo(() => messages.some((entry) => entry.streaming), [messages]);
+  const orderedMessages = useMemo(() => orderChatMessages(messages), [messages]);
+  const hasStreamingMessage = useMemo(() => orderedMessages.some((entry) => entry.streaming), [orderedMessages]);
 
   useFocusEffect(
     React.useCallback(() => {
@@ -938,8 +975,8 @@ export default function AIScreen() {
   }, [uid]);
 
   useEffect(() => {
-    latestMessagesRef.current = messages;
-  }, [messages]);
+    latestMessagesRef.current = orderedMessages;
+  }, [orderedMessages]);
 
   useEffect(() => {
     const loop = Animated.loop(
@@ -985,6 +1022,7 @@ export default function AIScreen() {
           type: "image",
           uri: asset.uri,
           localUri: asset.uri,
+          mimeType: asset.mimeType ?? null,
           groupId,
           role: attachmentRole,
           width: asset.width ?? null,
@@ -1040,19 +1078,23 @@ export default function AIScreen() {
         recordingStartedAtRef.current = null;
         setRecordingAudio(false);
         if (!uri) return;
-        const localAudio: ChatAttachment = {
-          id: createLocalAttachmentId(),
-          type: "audio",
-          uri,
-          localUri: uri,
-          durationMs: startedAt ? Date.now() - startedAt : null,
-        };
-        const uploaded = await uploadAuraAttachment(uid, localAudio);
-        const transcript = await transcribeAuraAudio(uploaded.uri);
-        const withTranscript = { ...uploaded, transcript };
-        setPendingAttachments((prev) => [...prev, withTranscript].slice(0, 8));
-        if (transcript) {
-          setMessage((prev) => (prev.trim() ? `${prev.trim()} ${transcript}` : transcript));
+        const durationMs = startedAt ? Date.now() - startedAt : null;
+        try {
+          const uploaded = await uploadAuraTranscriptionAudio(uid, {
+            id: createLocalAttachmentId(),
+            uri,
+            localUri: uri,
+            mimeType: "audio/mp4",
+            durationMs,
+          });
+          const transcript = await transcribeAuraAudio(uploaded);
+          if (transcript) {
+            setMessage((prev) => (prev.trim() ? `${prev.trim()} ${transcript}` : transcript));
+          } else {
+            Alert.alert("Voice", "I couldn't hear any words in that recording.");
+          }
+        } finally {
+          void FileSystem.deleteAsync(uri, { idempotent: true }).catch(() => undefined);
         }
         return;
       }
@@ -1065,7 +1107,7 @@ export default function AIScreen() {
 
       const permission = await audio.requestRecordingPermissionsAsync();
       if (!permission.granted) {
-        Alert.alert("Voice", "Please allow microphone access to record a message.");
+        Alert.alert("Voice", "Please allow microphone access to dictate a message.");
         return;
       }
       const recorder = new audio.AudioRecorder(audio.RecordingPresets.LOW_QUALITY);
@@ -1083,7 +1125,7 @@ export default function AIScreen() {
         "Voice",
         messageText.includes("ExpoAudio")
           ? "Voice input needs the latest native build. Image and text chat still work."
-          : messageText || "Unable to record right now."
+          : messageText || "Unable to transcribe right now."
       );
     }
   }, [recordingAudio, uid]);
@@ -1118,26 +1160,26 @@ export default function AIScreen() {
       if (cachedActiveChatId) {
         const cachedMessages = await getCachedRecentMessages(uid, cachedActiveChatId);
         if (!cancelled && cachedMessages?.data?.length) {
-          setMessages(cachedMessages.data);
+          setMessages(orderChatMessages(cachedMessages.data));
           setActiveChatId(cachedActiveChatId);
         }
       } else {
         const cached = await loadLatestChatCache<AIMessage>(uid);
         if (!cancelled && cached?.messages?.length) {
-          setMessages(cached.messages);
+          setMessages(orderChatMessages(cached.messages));
           setActiveChatId(cached.chatId ?? null);
         }
       }
 
       try {
         const shouldLoadSpecificChat =
-          !!routeChatId && !consumedChatTokens.has(`${routeChatKey}:${routeChatId}`);
+          !!routeChatId && !consumedChatTokens.current.has(`${routeChatKey}:${routeChatId}`);
         if (shouldLoadSpecificChat) {
-          consumedChatTokens.add(`${routeChatKey}:${routeChatId}`);
+          consumedChatTokens.current.add(`${routeChatKey}:${routeChatId}`);
           const threadMessages = await loadChatMessages(uid, routeChatId);
           const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
           if (!cancelled) {
-            setMessages(threadMessages);
+            setMessages(orderChatMessages(threadMessages));
             setActiveChatId(routeChatId);
             setQuickChips(DEFAULT_CHIPS);
             setRecentThreads(recent);
@@ -1150,7 +1192,7 @@ export default function AIScreen() {
         const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
         if (!cancelled && latestThread?.chatId) {
           const threadMessages = await loadChatMessages(uid, latestThread.chatId);
-          setMessages(threadMessages);
+          setMessages(orderChatMessages(threadMessages));
           setActiveChatId(latestThread.chatId);
           setRecentThreads(recent);
           await saveLatestChatCache(uid, latestThread.chatId, latestThread.threadId, threadMessages);
@@ -1178,10 +1220,10 @@ export default function AIScreen() {
     if (!uid) return;
     if (hasStreamingMessage) return;
     if (activeChatId) {
-      void setCachedRecentMessages(uid, activeChatId, messages);
+      void setCachedRecentMessages(uid, activeChatId, orderedMessages);
     }
-    void saveLatestChatCache(uid, activeChatId, null, messages);
-  }, [activeChatId, hasStreamingMessage, isBooting, messages, uid]);
+    void saveLatestChatCache(uid, activeChatId, null, orderedMessages);
+  }, [activeChatId, hasStreamingMessage, isBooting, orderedMessages, uid]);
 
   const refreshRecentThreads = React.useCallback(async () => {
     if (!uid) return [];
@@ -1271,22 +1313,38 @@ export default function AIScreen() {
   );
 
   useEffect(() => {
+    const setLiveKeyboardHeight = (height: number) => {
+      const nextHeight = Math.max(0, Math.round(height));
+      setKeyboardHeight((current) => (Math.abs(current - nextHeight) <= 1 ? current : nextHeight));
+    };
+
     const updateKeyboardHeight = (event: KeyboardEvent) => {
-      const nextHeight = Math.max(0, layout.height - event.endCoordinates.screenY);
-      setKeyboardHeight(nextHeight);
+      const screenY = Number(event.endCoordinates.screenY);
+      const nextHeight =
+        event.endCoordinates.height <= 0 || !Number.isFinite(screenY) || screenY >= layout.height - 1
+          ? 0
+          : Math.max(0, layout.height - screenY);
+      setLiveKeyboardHeight(nextHeight);
     };
 
-    const resetKeyboardHeight = () => setKeyboardHeight(0);
+    const resetKeyboardHeight = () => {
+      setKeyboardHeight(0);
+    };
 
     const changeEvent = Platform.OS === "ios" ? "keyboardWillChangeFrame" : "keyboardDidShow";
-    const hideEvent = Platform.OS === "ios" ? "keyboardWillHide" : "keyboardDidHide";
 
     const changeSubscription = Keyboard.addListener(changeEvent, updateKeyboardHeight);
-    const hideSubscription = Keyboard.addListener(hideEvent, resetKeyboardHeight);
+    const willShowSubscription =
+      Platform.OS === "ios" ? Keyboard.addListener("keyboardWillShow", updateKeyboardHeight) : null;
+    const willHideSubscription =
+      Platform.OS === "ios" ? Keyboard.addListener("keyboardWillHide", resetKeyboardHeight) : null;
+    const didHideSubscription = Keyboard.addListener("keyboardDidHide", resetKeyboardHeight);
 
     return () => {
       changeSubscription.remove();
-      hideSubscription.remove();
+      willShowSubscription?.remove();
+      willHideSubscription?.remove();
+      didHideSubscription.remove();
     };
   }, [layout.height]);
 
@@ -1300,6 +1358,7 @@ export default function AIScreen() {
       const prompt = String(override ?? message).trim();
       const outgoingAttachments = override ? [] : pendingAttachments;
       if ((!prompt && outgoingAttachments.length === 0) || loading) return;
+      stopStreamingRequestedRef.current = false;
 
       if (DEBUG_AURA_CLIENT) {
         console.log("[AURA_SEND]", "sending message", {
@@ -1307,6 +1366,16 @@ export default function AIScreen() {
           hasPrompt: !!prompt,
           attachmentCount: outgoingAttachments.length,
           attachmentTypes: outgoingAttachments.map((attachment) => attachment.type),
+          attachments: outgoingAttachments.map((attachment) => ({
+            id: attachment.id,
+            type: attachment.type,
+            mimeType: attachment.mimeType ?? null,
+            hasLocalUri: !!attachment.localUri,
+            hasRemoteUri: /^https?:\/\//i.test(String(attachment.uri ?? "")),
+            role: attachment.type === "image" ? attachment.role ?? null : null,
+            width: attachment.type === "image" ? attachment.width ?? null : null,
+            height: attachment.type === "image" ? attachment.height ?? null : null,
+          })),
         });
       }
       setLoading(true);
@@ -1322,9 +1391,19 @@ export default function AIScreen() {
             attachments: uploadedAttachments.map((attachment) => ({
               id: attachment.id,
               type: attachment.type,
-              uri: attachment.uri,
+              mimeType: attachment.mimeType ?? null,
+              storagePath: attachment.storagePath ?? null,
+              uriHost: (() => {
+                try {
+                  return new URL(attachment.uri).hostname;
+                } catch {
+                  return null;
+                }
+              })(),
               role: attachment.type === "image" ? attachment.role ?? null : null,
               groupId: attachment.type === "image" ? attachment.groupId ?? null : null,
+              width: attachment.type === "image" ? attachment.width ?? null : null,
+              height: attachment.type === "image" ? attachment.height ?? null : null,
             })),
           });
         }
@@ -1333,7 +1412,7 @@ export default function AIScreen() {
           console.log("[AURA_ERROR]", "attachment upload failed", error);
         }
         setLoading(false);
-        setMessages((prev) => appendUniqueSystemMessage(prev, AURA_ATTACHMENT_FAILURE_MESSAGE));
+        setMessages((prev) => orderChatMessages(appendUniqueSystemMessage(prev, AURA_ATTACHMENT_FAILURE_MESSAGE)));
         Alert.alert("Attachments", error?.message ?? AURA_ATTACHMENT_FAILURE_MESSAGE);
         return;
       }
@@ -1346,7 +1425,7 @@ export default function AIScreen() {
         attachmentCount: uploadedAttachments.length,
       });
       const chatSeedText = buildChatSeedText(prompt, uploadedAttachments);
-      const nextLocalMessages = [...latestMessagesRef.current, userMessage];
+      const nextLocalMessages = orderChatMessages([...latestMessagesRef.current, userMessage]);
       const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, latestMessagesRef.current);
       const shouldForceStructuredBatch = wantsStructuredOutfitBatch(
         prompt,
@@ -1354,21 +1433,27 @@ export default function AIScreen() {
         latestMessagesRef.current,
       );
       setMessages(nextLocalMessages);
+      setFocusMessageId(userMessage.id);
       if (!override) {
         setMessage("");
         setPendingAttachments([]);
       }
       triggerThinkingPulse();
       const streamingMessageId = createMessageId();
-      const streamingMessageCreatedAt = Date.now();
+      const streamingMessageCreatedAt = Math.max(Date.now(), messageOrderMillis(userMessage) + 1);
+      const streamingMessageLocalSequence = nextLocalMessageSequence();
       logAuraChatState("streaming_message_reserved", {
         messageId: streamingMessageId,
         createdAt: streamingMessageCreatedAt,
+        replyToMessageId: userMessage.id,
       });
 
       let chatId = activeChatId;
       const startedAt = Date.now();
       let cancelStreamingFlush: (() => void) | null = null;
+      let flushStreamingTextNow: (() => void) | null = null;
+      let activeStreamController: AbortController | null = null;
+      let streamedTextSoFar = "";
       let streamFinalized = false;
 
       try {
@@ -1401,9 +1486,19 @@ export default function AIScreen() {
             attachmentCount: uploadedAttachments.length,
             attachments: uploadedAttachments.map((attachment) => ({
               type: attachment.type,
-              uri: attachment.uri,
+              mimeType: attachment.mimeType ?? null,
+              storagePath: attachment.storagePath ?? null,
+              uriHost: (() => {
+                try {
+                  return new URL(attachment.uri).hostname;
+                } catch {
+                  return null;
+                }
+              })(),
               role: attachment.type === "image" ? attachment.role ?? null : null,
               groupId: attachment.type === "image" ? attachment.groupId ?? null : null,
+              width: attachment.type === "image" ? attachment.width ?? null : null,
+              height: attachment.type === "image" ? attachment.height ?? null : null,
             })),
           });
         }
@@ -1437,6 +1532,9 @@ export default function AIScreen() {
             const assistantMessage = createAssistantMessage(noOuterwearResponse, {
               id: streamingMessageId,
               createdAt: streamingMessageCreatedAt,
+              clientCreatedAt: streamingMessageCreatedAt,
+              localSequence: streamingMessageLocalSequence,
+              replyToMessageId: userMessage.id,
               streaming: false,
             }, {
               userRequest: prompt,
@@ -1447,7 +1545,7 @@ export default function AIScreen() {
               kind: assistantMessage.kind,
               source: "structured_batch_no_outerwear",
             });
-            setMessages([...nextLocalMessages, assistantMessage]);
+            setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
             await appendMessageToChat(uid, chatId, assistantMessage);
             await updateChatThread(uid, chatId, {
               title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
@@ -1476,6 +1574,9 @@ export default function AIScreen() {
           const assistantMessage = createAssistantMessage(batchResponse, {
             id: streamingMessageId,
             createdAt: streamingMessageCreatedAt,
+            clientCreatedAt: streamingMessageCreatedAt,
+            localSequence: streamingMessageLocalSequence,
+            replyToMessageId: userMessage.id,
             streaming: false,
           }, {
             userRequest: structuredBatchPrompt,
@@ -1487,7 +1588,7 @@ export default function AIScreen() {
             source: "structured_batch",
             lookOptionsCount: batchResponse.lookOptions?.length ?? 0,
           });
-          setMessages([...nextLocalMessages, assistantMessage]);
+          setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
           setQuickChips(batchResponse.chips?.length ? batchResponse.chips : DEFAULT_CHIPS);
           await appendMessageToChat(uid, chatId, assistantMessage);
           await updateChatThread(uid, chatId, {
@@ -1509,6 +1610,7 @@ export default function AIScreen() {
           pendingStreamText = "";
           if (!nextText) return;
           if (streamFinalized) return;
+          streamedTextSoFar += nextText;
           logAuraChatState("stream_delta_flush", {
             messageId: streamingMessageId,
             length: nextText.length,
@@ -1525,14 +1627,14 @@ export default function AIScreen() {
                 length: nextText.length,
               });
             }
-            return next;
+            return orderChatMessages(next);
           });
         };
         const queueStreamingDelta = (delta: string) => {
           if (streamFinalized) return;
           pendingStreamText += delta;
           if (streamFlushTimer) return;
-          streamFlushTimer = setTimeout(flushStreamingText, 64);
+          streamFlushTimer = setTimeout(flushStreamingText, STREAM_FLUSH_INTERVAL_MS);
         };
         cancelStreamingFlush = () => {
           if (streamFlushTimer) {
@@ -1541,16 +1643,23 @@ export default function AIScreen() {
           }
           pendingStreamText = "";
         };
+        flushStreamingTextNow = flushStreamingText;
 
         const streamingMessage = createStreamingAssistantMessage(
           streamingMessageId,
           streamingMessageCreatedAt,
+          userMessage.id,
+          streamingMessageLocalSequence,
         );
         logAuraChatState("stream_started", {
           messageId: streamingMessage.id,
           chatId,
         });
-        setMessages([...nextLocalMessages, streamingMessage]);
+        void runHaptic(AURA_REPLY_START_HAPTIC);
+        const streamAbortController = new AbortController();
+        activeStreamController = streamAbortController;
+        streamAbortControllerRef.current = streamAbortController;
+        setMessages(orderChatMessages([...nextLocalMessages, streamingMessage]));
 
         const result = await askAuraStream(
           {
@@ -1564,6 +1673,7 @@ export default function AIScreen() {
             },
           },
           {
+            signal: streamAbortController.signal,
             onStatus: () => {
               if (DEBUG_AURA_CLIENT) {
                 console.log("[AURA_STREAM]", "stream status received", { uid, chatId });
@@ -1626,6 +1736,9 @@ export default function AIScreen() {
         const assistantMessage = createAssistantMessage(finalResult, {
           id: streamingMessageId,
           createdAt: streamingMessageCreatedAt,
+          clientCreatedAt: streamingMessageCreatedAt,
+          localSequence: streamingMessageLocalSequence,
+          replyToMessageId: userMessage.id,
           streaming: false,
         }, {
           userRequest: structuredBatchPrompt || prompt,
@@ -1648,8 +1761,9 @@ export default function AIScreen() {
               messageId: streamingMessageId,
             });
           }
-          return next;
+          return orderChatMessages(next);
         });
+        void runHaptic(AURA_REPLY_FINISH_HAPTIC);
         setQuickChips(finalResult.chips?.length ? finalResult.chips : DEFAULT_CHIPS);
         await appendMessageToChat(uid, chatId, assistantMessage);
         await updateChatThread(uid, chatId, {
@@ -1661,6 +1775,49 @@ export default function AIScreen() {
         const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
         setRecentThreads(recent);
       } catch (error) {
+        const wasStopped = stopStreamingRequestedRef.current || isAuraStreamAbortError(error);
+        if (wasStopped) {
+          flushStreamingTextNow?.();
+          streamFinalized = true;
+          cancelStreamingFlush?.();
+          const partialText = streamedTextSoFar.trim();
+          const stoppedAssistantMessage: AIMessage | null = partialText
+            ? {
+                id: streamingMessageId,
+                type: "assistant",
+                kind: "aura_text",
+                text: partialText,
+                streaming: false,
+                createdAt: streamingMessageCreatedAt,
+                clientCreatedAt: streamingMessageCreatedAt,
+                localSequence: streamingMessageLocalSequence,
+                replyToMessageId: userMessage.id,
+              }
+            : null;
+          setMessages((prev) => {
+            if (!stoppedAssistantMessage) {
+              return orderChatMessages(prev.filter((entry) => entry.id !== streamingMessageId));
+            }
+            return orderChatMessages(updateMessageById(prev, streamingMessageId, () => stoppedAssistantMessage));
+          });
+          if (stoppedAssistantMessage && chatId) {
+            await appendMessageToChat(uid, chatId, stoppedAssistantMessage);
+            await updateChatThread(uid, chatId, {
+              title: deriveAssistantChatTitle(chatSeedText, stoppedAssistantMessage),
+            });
+            const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
+            setRecentThreads(recent);
+          }
+          if (DEBUG_AURA_CLIENT) {
+            console.log("[AURA_STREAM]", "stream stopped by user", {
+              uid,
+              chatId,
+              messageId: streamingMessageId,
+              partialLength: partialText.length,
+            });
+          }
+          return;
+        }
         streamFinalized = true;
         cancelStreamingFlush?.();
         if (DEBUG_AURA_CLIENT) {
@@ -1673,16 +1830,26 @@ export default function AIScreen() {
           });
         }
         const fallback = userFacingAuraError(error);
-        setMessages((prev) => appendUniqueSystemMessage(prev, fallback, streamingMessageId));
+        setMessages((prev) => orderChatMessages(appendUniqueSystemMessage(prev, fallback, streamingMessageId)));
         Toast.error("AURA paused", fallback);
       } finally {
         cancelStreamingFlush?.();
+        if (activeStreamController && streamAbortControllerRef.current === activeStreamController) {
+          streamAbortControllerRef.current = null;
+        }
+        stopStreamingRequestedRef.current = false;
         setLoading(false);
       }
     },
     [activeChatId, items, loading, message, minimumClosetSummary, pendingAttachments, triggerThinkingPulse, uid]
   );
 
+  const handleStopGenerating = React.useCallback(() => {
+    stopStreamingRequestedRef.current = true;
+    streamAbortControllerRef.current?.abort();
+    void runHaptic("selection");
+  }, []);
+
   const handleAuraLookAction = React.useCallback(
     async (
       action: AuraLookAction,
@@ -1878,7 +2045,7 @@ export default function AIScreen() {
             ? "Added to your wardrobe. Processing it now."
             : `Added ${created.length} items to your wardrobe. Processing them now.`
         );
-        setMessages((prev) => appendUniqueSystemMessage(prev, systemMessage.text ?? ""));
+        setMessages((prev) => orderChatMessages(appendUniqueSystemMessage(prev, systemMessage.text ?? "")));
         if (activeChatId) {
           await appendMessageToChat(uid, activeChatId, systemMessage);
           const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
@@ -1977,7 +2144,7 @@ export default function AIScreen() {
               ? "in laundry"
               : "needs wash";
         const systemMessage = createSystemMessage(`Done — marked ${label} as ${statusLabel}.`);
-        setMessages((prev) => appendUniqueSystemMessage(prev, systemMessage.text ?? ""));
+        setMessages((prev) => orderChatMessages(appendUniqueSystemMessage(prev, systemMessage.text ?? "")));
         void runHaptic("light");
         Toast.laundryUpdated(`${label} is ${statusLabel}.`);
         if (activeChatId) {
@@ -1993,20 +2160,11 @@ export default function AIScreen() {
   useEffect(() => {
     if (!routePrompt || isBooting || !uid) return;
     const token = `${routePromptKey}:${routePrompt}`;
-    if (consumedPromptTokens.has(token)) return;
-    consumedPromptTokens.add(token);
+    if (consumedPromptTokens.current.has(token)) return;
+    consumedPromptTokens.current.add(token);
     void handleAsk(routePrompt);
   }, [handleAsk, isBooting, routePrompt, routePromptKey, uid]);
 
-  const latestReply = useMemo(() => {
-    for (let index = messages.length - 1; index >= 0; index -= 1) {
-      const current = messages[index];
-      if (current.type === "assistant" && current.aura) return current.aura;
-    }
-    return null;
-  }, [messages]);
-
-  const heroChips = latestReply?.chips?.length ? latestReply.chips : quickChips;
   const orbScale = auraPulse.interpolate({
     inputRange: [0, 1],
     outputRange: [1, 1.035],
@@ -2026,11 +2184,10 @@ export default function AIScreen() {
       ? Math.max(12, keyboardHeight + (Platform.OS === "ios" ? 8 : 4))
       : 0;
   const composerBottom = keyboardHeight > 0 ? keyboardComposerBottom : restingComposerBottom;
-  const composerContentPadding =
-    composerBottom + composerHeight + Math.max(48, insets.bottom + 28);
-  const showEmptyState = messages.length === 0 && !loading && !isBooting && !message.trim();
-  const showKeyboardWatermark = keyboardHeight > 0 && messages.length < 2;
-  const visibleHeroChips = useMemo(() => heroChips.slice(0, 5), [heroChips]);
+  const chatBottomReservation = composerBottom + composerHeight + 24;
+  const showEmptyState = orderedMessages.length === 0 && !loading && !isBooting && !message.trim();
+  const showKeyboardWatermark = keyboardHeight > 0 && orderedMessages.length < 2;
+  const visibleHeroChips = AURA_TOP_CHIPS;
   const emptyChatState = useMemo(
     () =>
       isBooting ? (
@@ -2055,19 +2212,19 @@ export default function AIScreen() {
     },
     [handleAsk],
   );
-  const handleTrainingPress = React.useCallback(() => router.push("/aura/swipe"), []);
+  const handleTrainingPress = React.useCallback(() => router.push(AURA_TRAINING_ROUTE), []);
 
   return (
     <AuraGlowBackground>
       <LinearGradient
-        colors={[auraTheme.backgroundTop, auraTheme.backgroundMid, auraTheme.backgroundBottom]}
+        colors={AURA_CHAT_BACKGROUND_COLORS}
         start={{ x: 0, y: 0 }}
         end={{ x: 1, y: 1 }}
-        style={{ flex: 1, paddingTop: Math.max(insets.top + 6, layout.topContentInset - 10) }}
+        style={{ flex: 1, paddingTop: Math.max(insets.top + 4, layout.topContentInset - 12) }}
       >
         <LinearGradient
           pointerEvents="none"
-          colors={["rgba(243,190,221,0.06)", "rgba(216,200,255,0.02)", "transparent"]}
+          colors={AURA_CHAT_BOTTOM_GLOW_COLORS}
         start={{ x: 0.5, y: 1 }}
         end={{ x: 0.5, y: 0 }}
         style={{
@@ -2100,39 +2257,30 @@ export default function AIScreen() {
         }}
       />
 
-        <View style={{ paddingTop: 2, paddingBottom: 0 }}>
+        <View style={{ paddingTop: 10, paddingBottom: 0 }}>
           <AuraQuickChips
             variant="pills"
             chips={visibleHeroChips}
-            onPress={(chip) => void handleAsk(chip)}
-          />
-        </View>
-
-        <View
-          style={{
-            paddingHorizontal: layout.horizontalPadding,
-            paddingTop: 2,
-            paddingBottom: 0,
-            marginTop: 2,
-            marginBottom: 6,
-          }}
-        >
-          <AuraTrainingCard
-            colors={colors}
-            variant="compact"
-            onPress={handleTrainingPress}
+            onPress={(chip) => {
+              if (chip === TRAIN_AURA_CHIP_LABEL) {
+                handleTrainingPress();
+                return;
+              }
+              void handleAsk(chip);
+            }}
           />
         </View>
 
-        <View style={{ flex: 1, marginTop: 8, minHeight: 0 }}>
+        <View style={{ flex: 1, marginTop: 2, minHeight: 0 }}>
           <ChatList
           colors={colors}
-          messages={messages}
+          messages={orderedMessages}
           itemsById={itemsById}
           savingId={null}
           loading={loading}
-          contentBottomPadding={Math.max(layout.bottomDockPadding + 150, composerContentPadding + 96)}
+          contentBottomPadding={chatBottomReservation}
           autoScrollSignal={focusScrollSignal}
+          focusMessageId={focusMessageId}
           emptyState={emptyChatState}
           onSaveOutfit={handleSaveOutfitFromLegacyMessage}
           onMoreLikeThis={handleMoreLikeThisFromLegacyMessage}
@@ -2149,7 +2297,7 @@ export default function AIScreen() {
                 position: "absolute",
                 left: 0,
                 right: 0,
-                bottom: composerContentPadding + 20,
+                bottom: chatBottomReservation + 20,
                 textAlign: "center",
                 color: colors.text,
                 opacity: 0.06,
@@ -2169,11 +2317,13 @@ export default function AIScreen() {
         loading={loading}
         active={isComposerActive}
         bottom={composerBottom}
+        restingBottom={restingComposerBottom}
         placeholder="Ask AURA about a look, piece, or plan."
         onChangeText={setMessage}
         onFocusChange={setIsComposerFocused}
         onHeightChange={setComposerHeight}
         onSend={() => void handleAsk()}
+        onStop={hasStreamingMessage ? handleStopGenerating : undefined}
         onPickImages={() => void handlePickImages()}
         onTakePhoto={() => void handleTakePhoto()}
         attachments={pendingAttachments}
@@ -2208,13 +2358,14 @@ export default function AIScreen() {
           if (!uid) return;
           const cachedMessages = await getCachedRecentMessages(uid, thread.chatId);
           if (cachedMessages?.data?.length) {
-            setMessages(cachedMessages.data);
+            setMessages(orderChatMessages(cachedMessages.data));
             setActiveChatId(thread.chatId);
           }
           const threadMessages = await loadChatMessages(uid, thread.chatId);
-          setMessages(threadMessages);
+          const orderedThreadMessages = orderChatMessages(threadMessages);
+          setMessages(orderedThreadMessages);
           setActiveChatId(thread.chatId);
-          await saveLatestChatCache(uid, thread.chatId, thread.threadId, threadMessages);
+          await saveLatestChatCache(uid, thread.chatId, thread.threadId, orderedThreadMessages);
           setChatDrawerOpen(false);
         }}
         />
diff --git a/src/components/ai/AuraHeader.tsx b/src/components/ai/AuraHeader.tsx
index 75986b0..ef53426 100644
--- a/src/components/ai/AuraHeader.tsx
+++ b/src/components/ai/AuraHeader.tsx
@@ -34,12 +34,12 @@ export default function AuraHeader({
       style={{
         paddingHorizontal: layout.horizontalPadding,
         paddingTop: 0,
-        paddingBottom: 2,
+        paddingBottom: 0,
       }}
     >
       <View
         style={{
-          minHeight: 38,
+          minHeight: 32,
           flexDirection: "row",
           justifyContent: "space-between",
           alignItems: "center",
@@ -64,23 +64,17 @@ export default function AuraHeader({
             style={{
               flexDirection: "row",
               alignItems: "center",
-              gap: 8,
-              paddingHorizontal: 12,
-              paddingVertical: 7,
-              borderRadius: 999,
-              backgroundColor: "rgba(255,255,255,0.02)",
-              borderWidth: 1,
-              borderColor: auraTheme.borderSoft,
+              gap: 6,
             }}
           >
             <AuraOrb scale={orbScale} glow={orbGlow} activityGlow={activityGlow} />
             <Text
               style={{
                 color: streaming ? auraTheme.accentStrong : colors.text,
-                fontSize: 13.5 * layout.titleScale,
-                lineHeight: 16 * layout.titleScale,
+                fontSize: 12.5 * layout.titleScale,
+                lineHeight: 15 * layout.titleScale,
                 fontWeight: "600",
-                letterSpacing: 2.8,
+                letterSpacing: 2.4,
                 fontFamily: Fonts.sans,
               }}
             >
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index b2510f6..299d847 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import { Animated, ScrollView, Text } from "react-native";
+import { Animated, ScrollView, StyleSheet, Text, View } from "react-native";
 
 import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
@@ -7,6 +7,11 @@ import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 import { auraTheme } from "./aiTheme";
 
+const TOP_CHIP_HEIGHT = 34;
+const TOP_CHIP_RADIUS = 17;
+const TOP_CHIP_GAP = 8;
+const TOP_CHIP_HORIZONTAL_PADDING = 12;
+
 const DEFAULT_CHIPS = [
   "What should I wear today?",
   "Build a fit for tonight",
@@ -32,7 +37,7 @@ export default function AuraQuickChips({
     <ScrollView
       horizontal
       showsHorizontalScrollIndicator={false}
-      contentContainerStyle={{ gap: 6, paddingHorizontal: 20, paddingRight: 22 }}
+      contentContainerStyle={{ gap: TOP_CHIP_GAP, paddingHorizontal: 20, paddingRight: 22 }}
     >
       {source.map((item, index) =>
         typeof item === "string" ? (
@@ -128,6 +133,7 @@ function Chip({
 }) {
   const opacity = React.useRef(new Animated.Value(0)).current;
   const translateY = React.useRef(new Animated.Value(6)).current;
+  const isTrainingChip = label === "Train AURA faster";
 
   React.useEffect(() => {
     Animated.parallel([
@@ -156,23 +162,46 @@ function Chip({
         pressedOpacity={0.9}
         style={{
           maxWidth: 210,
-          minHeight: 34,
+          height: TOP_CHIP_HEIGHT,
+          minHeight: TOP_CHIP_HEIGHT,
+          alignItems: "center",
           justifyContent: "center",
-          paddingHorizontal: 12,
-          paddingVertical: 7,
-          borderRadius: 999,
-          backgroundColor: "rgba(255,255,255,0.035)",
-          borderWidth: 1,
-          borderColor: auraTheme.borderSoft,
+          paddingHorizontal: TOP_CHIP_HORIZONTAL_PADDING,
+          paddingVertical: 0,
+          borderRadius: TOP_CHIP_RADIUS,
+          backgroundColor: isTrainingChip ? "rgba(124,92,255,0.08)" : "rgba(255,255,255,0.026)",
+          borderWidth: StyleSheet.hairlineWidth,
+          borderColor: isTrainingChip ? "rgba(124,92,255,0.18)" : "rgba(255,255,255,0.055)",
         }}
       >
-        <Text
-          numberOfLines={1}
-          ellipsizeMode="tail"
-          style={{ color: auraTheme.textMuted, fontSize: 12, fontWeight: "700", fontFamily: Fonts.sans }}
-        >
-          {label}
-        </Text>
+        <View style={{ flexDirection: "row", alignItems: "center", gap: 6 }}>
+          {isTrainingChip ? (
+            <View
+              style={{
+                width: 5,
+                height: 5,
+                borderRadius: 999,
+                backgroundColor: colors.lightPurple,
+                shadowColor: colors.softPurple,
+                shadowOpacity: 0.45,
+                shadowRadius: 6,
+                shadowOffset: { width: 0, height: 0 },
+              }}
+            />
+          ) : null}
+          <Text
+            numberOfLines={1}
+            ellipsizeMode="tail"
+            style={{
+              color: isTrainingChip ? colors.lightPurple : auraTheme.textMuted,
+              fontSize: 11.5,
+              fontWeight: "700",
+              fontFamily: Fonts.sans,
+            }}
+          >
+            {label}
+          </Text>
+        </View>
       </AuraPressable>
     </Animated.View>
   );
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index fdc5402..d586506 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -5,6 +5,15 @@ import { Animated, FlatList, Image, NativeScrollEvent, NativeSyntheticEvent, Pre
 import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import {
+  ACTION_GAP,
+  CHIP_BORDER_WIDTH,
+  CHIP_HEIGHT,
+  CHIP_HORIZONTAL_PADDING,
+  CTA_HEIGHT,
+  CTA_HORIZONTAL_PADDING,
+  PILL_RADIUS,
+} from "@/src/constants/auraControls";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { sanitizeDisplayText } from "@/src/lib/text";
@@ -214,8 +223,9 @@ function AuraReplyCard({
     );
     const railGap = 10;
     const railStride = railWidth + railGap;
-    const selectedLook = looks[selectedLookIndex] ?? looks[0];
-    const selectedMeta = getLookOptionMeta(selectedLookIndex, selectedLook);
+    const effectiveLookIndex = looks[selectedLookIndex] ? selectedLookIndex : 0;
+    const selectedLook = looks[effectiveLookIndex] ?? looks[0];
+    const selectedMeta = getLookOptionMeta(effectiveLookIndex, selectedLook);
     const horizontalInset = Math.max(0, (windowWidth - railWidth) / 2 - layout.horizontalPadding - sidePeek);
     const feedbackKey = String(selectedMeta.optionId ?? `look-option-${selectedLookIndex + 1}`);
     const selectedFeedback = feedbackState[feedbackKey] ?? null;
@@ -248,15 +258,6 @@ function AuraReplyCard({
       <View style={{ gap: 8, width: "100%" }}>
         {looks.length > 1 ? (
           <View style={{ gap: 10 }}>
-            {selectedLook ? (
-              <FeedbackRail
-                colors={colors}
-                selected={selectedFeedback}
-                onDislike={() => handleFeedback("dislike")}
-                onTryAgain={handleTryAgain}
-                onLike={() => handleFeedback("like")}
-              />
-            ) : null}
             <AnimatedFlatList
               data={looks}
               keyExtractor={getAuraLookStableKey}
@@ -347,29 +348,6 @@ function AuraReplyCard({
           </View>
         ) : (
           <View style={{ gap: 10 }}>
-            <FeedbackRail
-              colors={colors}
-              selected={feedbackState[String(getLookOptionMeta(0, looks[0]).optionId ?? "look-option-1")] ?? null}
-              onDislike={() => {
-                const option = getLookOptionMeta(0, looks[0]);
-                const key = String(option.optionId ?? "look-option-1");
-                setFeedbackState((prev) => ({
-                  ...prev,
-                  [key]: prev[key] === "dislike" ? null : "dislike",
-                }));
-                onAction?.("notMyVibe", looks[0], option);
-              }}
-              onTryAgain={() => onAction?.("showMoreLikeThis", looks[0], getLookOptionMeta(0, looks[0]))}
-              onLike={() => {
-                const option = getLookOptionMeta(0, looks[0]);
-                const key = String(option.optionId ?? "look-option-1");
-                setFeedbackState((prev) => ({
-                  ...prev,
-                  [key]: prev[key] === "like" ? null : "like",
-                }));
-                onAction?.("likeLook", looks[0], option);
-              }}
-            />
             <AuraLookCard
               colors={colors}
               look={looks[0]}
@@ -389,6 +367,15 @@ function AuraReplyCard({
           </View>
         )}
         <LevelThisUpSection suggestions={levelUpSuggestions} colors={colors} />
+        {selectedLook ? (
+          <FeedbackRail
+            colors={colors}
+            selected={selectedFeedback}
+            onDislike={() => handleFeedback("dislike")}
+            onTryAgain={handleTryAgain}
+            onLike={() => handleFeedback("like")}
+          />
+        ) : null}
       </View>
     );
   }
@@ -398,44 +385,22 @@ function AuraReplyCard({
         style={{
           borderRadius: layout.mediumRadius + 4,
           borderWidth: 1,
-          borderColor: auraTheme.borderSoft,
-          backgroundColor: auraTheme.surface,
-          paddingHorizontal: layout.cardPadding - 5,
-          paddingVertical: layout.screenSize === "compact" ? 9 : 10,
-          gap: 7,
+          borderColor: "rgba(255,255,255,0.105)",
+          backgroundColor: "rgba(255,255,255,0.045)",
+          paddingHorizontal: layout.cardPadding - 4,
+          paddingVertical: layout.screenSize === "compact" ? 12 : 14,
+          gap: 12,
           width: "100%",
-          ...auraShadow(0.08),
+          ...auraShadow(0.1),
         }}
       >
-      <View
-        style={{
-          position: "absolute",
-          top: 0,
-          left: 16,
-          right: 16,
-          height: 1,
-          backgroundColor: auraTheme.borderAccent,
-        }}
-      />
-
-      <View style={{ gap: 4 }}>
-        <Text
-          style={{
-            color: auraTheme.textFaint,
-            fontSize: 10.5,
-            fontWeight: "700",
-            letterSpacing: 0.95,
-            fontFamily: Fonts.sans,
-          }}
-        >
-          AURA
-        </Text>
+      <View style={{ gap: 5 }}>
         <Text
           style={{
             color: colors.text,
-            fontSize: 16,
-            lineHeight: 20,
-            fontWeight: "700",
+            fontSize: 16.5,
+            lineHeight: 21,
+            fontWeight: "800",
             letterSpacing: 0,
             fontFamily: Fonts.sans,
           }}
@@ -445,7 +410,7 @@ function AuraReplyCard({
       </View>
 
       {!!ownedPieces.length && !data.look ? (
-        <Group title="FROM YOUR CLOSET" titleColor={colors.softPurple}>
+        <Group title="From your closet" tone="owned">
           {ownedPieces.slice(0, 5).map((item) => (
             <Tag key={`owned-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="owned" />
           ))}
@@ -453,7 +418,7 @@ function AuraReplyCard({
       ) : null}
 
       {!!recommendedAdditions.length && !data.look ? (
-        <Group title="ADD TO COMPLETE IT" titleColor={auraTheme.textMuted}>
+        <Group title="Add to complete it" tone="suggested">
           {recommendedAdditions.slice(0, 5).map((item) => (
             <Tag key={`add-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="suggested" />
           ))}
@@ -469,11 +434,11 @@ function AuraReplyCard({
       ) : null}
 
       {!!data.reason ? (
-        <MetaRow label="WHY" value={data.reason} colors={colors} />
+        <MetaRow label="Why it works" value={data.reason} colors={colors} />
       ) : null}
 
       {!!data.swapSuggestion && !data.look ? (
-        <MetaRow label="SWAP" value={data.swapSuggestion} colors={colors} emphasis />
+        <MetaRow label="Swap idea" value={data.swapSuggestion} colors={colors} emphasis />
       ) : null}
 
       <LevelThisUpSection suggestions={levelUpSuggestions} colors={colors} />
@@ -522,42 +487,60 @@ function LevelThisUpSection({
   return (
     <View
       style={{
-        gap: 8,
-        marginTop: 4,
-        paddingTop: 10,
+        gap: 9,
+        marginTop: 2,
+        paddingTop: 12,
         borderTopWidth: 1,
-        borderTopColor: colors.border,
+        borderTopColor: "rgba(255,255,255,0.08)",
       }}
     >
-      <Text
-        style={{
-          color: auraTheme.textMuted,
-          fontSize: 11,
-          fontWeight: "800",
-          letterSpacing: 0.4,
-          fontFamily: Fonts.sans,
-        }}
-      >
-        Level this up
-      </Text>
+      <View style={{ gap: 2 }}>
+        <Text
+          style={{
+            color: colors.text,
+            fontSize: 13,
+            lineHeight: 17,
+            fontWeight: "800",
+            letterSpacing: 0,
+            fontFamily: Fonts.sans,
+          }}
+        >
+          Smart buys
+        </Text>
+        <Text
+          style={{
+            color: auraTheme.textFaint,
+            fontSize: 11.5,
+            lineHeight: 15,
+            fontWeight: "600",
+            fontFamily: Fonts.sans,
+          }}
+        >
+          Small additions that make this easier to finish.
+        </Text>
+      </View>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
         {suggestions.map((item) => (
           <View
             key={`level-up-${item.label}`}
             style={{
               borderRadius: 999,
-              paddingHorizontal: 11,
-              paddingVertical: 7,
-              backgroundColor: colors.surfaceSoft,
+              minHeight: 34,
+              paddingHorizontal: 12,
+              paddingVertical: 0,
+              backgroundColor: "rgba(255,255,255,0.045)",
               borderWidth: 1,
-              borderColor: colors.border,
+              borderColor: "rgba(255,255,255,0.1)",
+              justifyContent: "center",
+              maxWidth: "100%",
             }}
           >
             <Text
               style={{
-                color: colors.text,
-                fontSize: 12.5,
-                fontWeight: "600",
+                color: "rgba(245,248,251,0.9)",
+                fontSize: 12,
+                lineHeight: 15,
+                fontWeight: "700",
                 fontFamily: Fonts.sans,
               }}
             >
@@ -614,12 +597,11 @@ function FeedbackRail({
         alignItems: "center",
         justifyContent: "space-between",
         gap: 8,
-        paddingHorizontal: 10,
-        paddingVertical: 8,
-        borderRadius: 999,
-        backgroundColor: colors.surfaceSoft,
-        borderWidth: 1,
-        borderColor: colors.border,
+        paddingTop: 2,
+        paddingHorizontal: 0,
+        paddingBottom: 0,
+        borderRadius: PILL_RADIUS,
+        backgroundColor: "transparent",
       }}
     >
       <FeedbackChip
@@ -678,21 +660,22 @@ function FeedbackChip({
         onPressOut={() => animateTo(1)}
         style={({ pressed }) => ({
           flex: 1,
+          height: 34,
           minHeight: 34,
-          borderRadius: 999,
+          borderRadius: PILL_RADIUS,
           paddingHorizontal: 10,
-          paddingVertical: 7,
+          paddingVertical: 0,
           flexDirection: "row",
           alignItems: "center",
           justifyContent: "center",
           gap: 6,
           backgroundColor: active
             ? label === "Not it"
-              ? "rgba(255,77,79,0.16)"
-              : colors.purpleSurface
-            : colors.chipBackground,
-          borderWidth: 1,
-          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.26)" : colors.purpleBorder) : colors.border,
+              ? "rgba(255,77,79,0.1)"
+              : "rgba(124,92,255,0.12)"
+            : "rgba(255,255,255,0.035)",
+          borderWidth: CHIP_BORDER_WIDTH,
+          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.22)" : "rgba(167,139,250,0.22)") : "rgba(255,255,255,0.075)",
           opacity: pressed ? 0.88 : 1,
         })}
       >
@@ -704,7 +687,7 @@ function FeedbackChip({
         <Text
           style={{
             color: active ? (label === "Not it" ? colors.danger : colors.text) : auraTheme.textMuted,
-            fontSize: 11.5,
+            fontSize: 11,
             fontWeight: "700",
             fontFamily: Fonts.sans,
           }}
@@ -730,7 +713,7 @@ function LookActionRow({
   if (!onAction) return null;
 
   return (
-    <View style={{ flexDirection: "row", gap: 10 }}>
+    <View style={{ flexDirection: "row", gap: ACTION_GAP }}>
       <ActionButton
         onPress={() => onAction("saveLook", look, option)}
         pressedBackground={colors.ctaCream}
@@ -838,7 +821,7 @@ function OutfitAnalysisCard({
       ) : null}
 
       <View style={{ gap: 8 }}>
-        <View style={{ flexDirection: "row", gap: 8 }}>
+        <View style={{ flexDirection: "row", gap: ACTION_GAP }}>
           <ActionButton
             onPress={() => onAction?.({ type: "save_worn_outfit" })}
             pressedBackground={auraTheme.accentTintStrong}
@@ -910,8 +893,9 @@ function ActionButton({
         pressedScale={0.97}
         pressedOpacity={0.96}
         style={({ pressed }) => ({
-          minHeight: 52,
-          borderRadius: 18,
+          minHeight: CTA_HEIGHT,
+          borderRadius: PILL_RADIUS,
+          paddingHorizontal: CTA_HORIZONTAL_PADDING,
           alignItems: "center",
           justifyContent: "center",
           borderWidth: 1,
@@ -928,21 +912,31 @@ function ActionButton({
 
 function Group({
   title,
-  titleColor,
+  tone,
   children,
 }: {
   title: string;
-  titleColor: string;
+  tone: "owned" | "suggested";
   children: React.ReactNode;
 }) {
+  const titleColor = tone === "owned" ? "rgba(214,198,255,0.92)" : "rgba(255,255,255,0.68)";
+
   return (
-    <View style={{ gap: 6 }}>
+    <View
+      style={{
+        gap: 8,
+        paddingTop: tone === "suggested" ? 10 : 0,
+        borderTopWidth: tone === "suggested" ? 1 : 0,
+        borderTopColor: "rgba(255,255,255,0.07)",
+      }}
+    >
       <Text
         style={{
           color: titleColor,
-          fontSize: 10.5,
-          fontWeight: "700",
-          letterSpacing: 0.8,
+          fontSize: 12,
+          lineHeight: 15,
+          fontWeight: "800",
+          letterSpacing: 0,
           fontFamily: Fonts.sans,
         }}
       >
@@ -965,17 +959,16 @@ function MetaRow({
   emphasis?: boolean;
 }) {
   return (
-    <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 6 }}>
-      <Text style={{ color: auraTheme.textFaint, fontSize: 10.5, fontWeight: "700", letterSpacing: 0.6 }}>
+    <View style={{ gap: 5, paddingTop: 2 }}>
+      <Text style={{ color: auraTheme.textMuted, fontSize: 12, lineHeight: 15, fontWeight: "800", letterSpacing: 0, fontFamily: Fonts.sans }}>
         {label}
       </Text>
       <Text
         style={{
           color: emphasis ? colors.text : colors.textSecondary,
-          fontSize: 12,
-          lineHeight: 17,
-          fontWeight: emphasis ? "500" : "400",
-          flex: 1,
+          fontSize: 13,
+          lineHeight: 19,
+          fontWeight: emphasis ? "700" : "500",
           fontFamily: Fonts.sans,
         }}
       >
@@ -1175,12 +1168,15 @@ function CandidateButton({
         onPressIn={() => animateTo(0.97)}
         onPressOut={() => animateTo(1)}
         style={({ pressed }) => ({
-          borderRadius: 999,
-          paddingHorizontal: 10,
-          paddingVertical: 6,
+          minHeight: CHIP_HEIGHT,
+          borderRadius: PILL_RADIUS,
+          paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+          paddingVertical: 0,
           backgroundColor: pressed ? "rgba(255,255,255,0.12)" : backgroundColor,
-          borderWidth: 1,
+          borderWidth: CHIP_BORDER_WIDTH,
           borderColor,
+          alignItems: "center",
+          justifyContent: "center",
           opacity: disabled ? 0.42 : pressed ? 0.94 : 1,
         })}
       >
@@ -1200,26 +1196,37 @@ function Tag({
   tone: "owned" | "suggested" | "default";
 }) {
   const backgroundColor =
-    tone === "owned" ? auraTheme.accentTint : tone === "suggested" ? auraTheme.surfaceSoft : auraTheme.surfaceSofter;
-  const borderColor = tone === "owned" ? auraTheme.borderAccent : auraTheme.borderSoft;
-  const textColor = tone === "owned" ? "#d7f2ff" : colors.text;
+    tone === "owned"
+      ? "rgba(124,92,255,0.13)"
+      : tone === "suggested"
+        ? "rgba(255,255,255,0.04)"
+        : auraTheme.surfaceSofter;
+  const borderColor =
+    tone === "owned"
+      ? "rgba(167,139,250,0.2)"
+      : "rgba(255,255,255,0.095)";
+  const textColor = tone === "owned" ? "rgba(232,225,255,0.95)" : "rgba(245,248,251,0.9)";
 
   return (
     <View
       style={{
-        paddingHorizontal: 8,
-        paddingVertical: 4,
+        minHeight: 32,
+        paddingHorizontal: 11,
+        paddingVertical: 0,
         borderRadius: 999,
         backgroundColor,
         borderWidth: 1,
         borderColor,
+        justifyContent: "center",
+        maxWidth: "100%",
       }}
     >
       <Text
         style={{
           color: textColor,
-          fontSize: 10,
-          fontWeight: "600",
+          fontSize: 11.5,
+          lineHeight: 15,
+          fontWeight: "700",
           fontFamily: Fonts.sans,
         }}
       >
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index fef8e44..614f0d3 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -1,5 +1,5 @@
 import React, { useCallback, useEffect, useMemo, useRef } from "react";
-import { Animated, FlatList, NativeScrollEvent, NativeSyntheticEvent, View } from "react-native";
+import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -9,6 +9,13 @@ import ChatMessage from "./ChatMessage";
 import type { AIMessage } from "./chatTypes";
 import { auraTheme } from "./aiTheme";
 
+const FOLLOW_DISTANCE_THRESHOLD = 96;
+const FOCUS_MESSAGE_VIEW_POSITION = 0.05;
+const FOCUS_MESSAGE_VIEW_OFFSET = 10;
+const FOCUS_ANCHOR_SPACER_RATIO = 1.04;
+const FOCUS_ANCHOR_MIN_SPACER = 520;
+const FOCUS_ANCHOR_LOCK_MS = 520;
+
 const ChatItemSeparator = React.memo(function ChatItemSeparator() {
   return <View style={{ height: 12 }} />;
 });
@@ -67,6 +74,7 @@ export default function ChatList({
   memoryHint,
   contentBottomPadding,
   autoScrollSignal = 0,
+  focusMessageId,
   emptyState,
   onSaveOutfit,
   onMoreLikeThis,
@@ -84,6 +92,7 @@ export default function ChatList({
   memoryHint?: string | null;
   contentBottomPadding: number;
   autoScrollSignal?: number;
+  focusMessageId?: string | null;
   emptyState?: React.ReactElement;
   onSaveOutfit: (outfitId: string) => void;
   onMoreLikeThis: (outfit: import("./chatTypes").ChatOutfit) => void;
@@ -101,24 +110,92 @@ export default function ChatList({
   const listRef = useRef<FlatList<AIMessage>>(null);
   const previousCountRef = useRef(messages.length);
   const hasStreamingMessage = useMemo(() => messages.some((message) => message.streaming), [messages]);
-  const shouldPinToBottomRef = useRef(true);
-  const previousBottomPaddingRef = useRef(contentBottomPadding);
+  const shouldFollowRef = useRef(true);
+  const focusAnchorActiveRef = useRef(false);
+  const userInteractingRef = useRef(false);
   const streamingScrollTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const scrollToIndexRetryRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const focusAnchorReleaseTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const [listViewportHeight, setListViewportHeight] = React.useState(0);
+  const [activeFocusAnchorId, setActiveFocusAnchorId] = React.useState<string | null>(null);
   const messageCount = messages.length;
   const lastMessage = messages[messages.length - 1];
   const lastMessageId = lastMessage?.id ?? null;
   const showTypingBubble = loading && !hasStreamingMessage && !!lastMessage && lastMessage.type === "user";
+  const focusedMessageIndex = useMemo(
+    () => (focusMessageId ? messages.findIndex((message) => message.id === focusMessageId) : -1),
+    [focusMessageId, messages],
+  );
+  const isFocusAnchoring =
+    !!focusMessageId &&
+    activeFocusAnchorId === focusMessageId &&
+    focusedMessageIndex >= 0 &&
+    loading;
+  const focusAnchorSpacer = isFocusAnchoring
+    ? Math.max(contentBottomPadding, listViewportHeight * FOCUS_ANCHOR_SPACER_RATIO, FOCUS_ANCHOR_MIN_SPACER)
+    : 0;
 
-  const scrollToLatest = useCallback((animated: boolean) => {
+  const scrollToBottom = useCallback((animated: boolean) => {
     requestAnimationFrame(() => {
       listRef.current?.scrollToEnd({ animated });
     });
   }, []);
 
+  const scrollToBottomIfFollowing = useCallback(
+    (animated: boolean) => {
+      if (!shouldFollowRef.current) return;
+      scrollToBottom(animated);
+    },
+    [scrollToBottom],
+  );
+
+  const scrollToFocusedMessage = useCallback((index: number, animated: boolean) => {
+    if (index < 0) return;
+    requestAnimationFrame(() => {
+      listRef.current?.scrollToIndex({
+        index,
+        animated,
+        viewPosition: FOCUS_MESSAGE_VIEW_POSITION,
+        viewOffset: FOCUS_MESSAGE_VIEW_OFFSET,
+      });
+    });
+  }, []);
+
   const handleScroll = useCallback((event: NativeSyntheticEvent<NativeScrollEvent>) => {
     const { contentOffset, contentSize, layoutMeasurement } = event.nativeEvent;
     const distanceFromBottom = contentSize.height - (contentOffset.y + layoutMeasurement.height);
-    shouldPinToBottomRef.current = distanceFromBottom < 72;
+    const nearBottom = distanceFromBottom < FOLLOW_DISTANCE_THRESHOLD;
+    if (userInteractingRef.current || nearBottom) {
+      shouldFollowRef.current = nearBottom;
+    }
+  }, []);
+
+  const handleScrollBeginDrag = useCallback(() => {
+    userInteractingRef.current = true;
+    focusAnchorActiveRef.current = false;
+    if (focusAnchorReleaseTimerRef.current) {
+      clearTimeout(focusAnchorReleaseTimerRef.current);
+      focusAnchorReleaseTimerRef.current = null;
+    }
+    setActiveFocusAnchorId(null);
+  }, []);
+
+  const handleScrollEndDrag = useCallback(() => {
+    userInteractingRef.current = false;
+  }, []);
+
+  const handleMomentumScrollBegin = useCallback(() => {
+    userInteractingRef.current = true;
+    focusAnchorActiveRef.current = false;
+    if (focusAnchorReleaseTimerRef.current) {
+      clearTimeout(focusAnchorReleaseTimerRef.current);
+      focusAnchorReleaseTimerRef.current = null;
+    }
+    setActiveFocusAnchorId(null);
+  }, []);
+
+  const handleMomentumScrollEnd = useCallback(() => {
+    userInteractingRef.current = false;
   }, []);
 
   useEffect(() => {
@@ -126,39 +203,73 @@ export default function ChatList({
       if (streamingScrollTimerRef.current) {
         clearTimeout(streamingScrollTimerRef.current);
       }
+      if (scrollToIndexRetryRef.current) {
+        clearTimeout(scrollToIndexRetryRef.current);
+      }
+      if (focusAnchorReleaseTimerRef.current) {
+        clearTimeout(focusAnchorReleaseTimerRef.current);
+      }
     };
   }, []);
 
   useEffect(() => {
     const shouldAnimate = messageCount >= previousCountRef.current;
     previousCountRef.current = messageCount;
+    if (isFocusAnchoring) {
+      const timer = setTimeout(() => scrollToFocusedMessage(focusedMessageIndex, false), 30);
+      return () => clearTimeout(timer);
+    }
+    if (focusMessageId && focusedMessageIndex >= 0 && lastMessageId === focusMessageId) {
+      return;
+    }
     const timer = setTimeout(() => {
-      if (shouldPinToBottomRef.current || hasStreamingMessage) {
-        scrollToLatest(shouldAnimate && !hasStreamingMessage);
-      }
+      scrollToBottomIfFollowing(shouldAnimate && !hasStreamingMessage);
     }, 30);
     return () => clearTimeout(timer);
-  }, [hasStreamingMessage, lastMessageId, loading, messageCount, scrollToLatest]);
+  }, [
+    focusMessageId,
+    focusedMessageIndex,
+    hasStreamingMessage,
+    isFocusAnchoring,
+    lastMessageId,
+    loading,
+    messageCount,
+    scrollToBottomIfFollowing,
+    scrollToFocusedMessage,
+  ]);
 
   useEffect(() => {
-    const paddingDelta = Math.abs(contentBottomPadding - previousBottomPaddingRef.current);
-    previousBottomPaddingRef.current = contentBottomPadding;
-    if (!messageCount || paddingDelta < 8) return;
+    if (!focusMessageId || focusedMessageIndex < 0) return;
+    focusAnchorActiveRef.current = true;
+    shouldFollowRef.current = false;
+    setActiveFocusAnchorId(focusMessageId);
+    if (focusAnchorReleaseTimerRef.current) {
+      clearTimeout(focusAnchorReleaseTimerRef.current);
+    }
+    const focusTimer = setTimeout(() => scrollToFocusedMessage(focusedMessageIndex, true), 50);
+    focusAnchorReleaseTimerRef.current = setTimeout(() => {
+      focusAnchorActiveRef.current = false;
+      focusAnchorReleaseTimerRef.current = null;
+    }, FOCUS_ANCHOR_LOCK_MS);
+    return () => clearTimeout(focusTimer);
+  }, [focusMessageId, focusedMessageIndex, scrollToFocusedMessage]);
 
-    shouldPinToBottomRef.current = true;
-    const timer = setTimeout(() => scrollToLatest(false), 90);
-    return () => clearTimeout(timer);
-  }, [contentBottomPadding, messageCount, scrollToLatest]);
+  useEffect(() => {
+    if (loading || !activeFocusAnchorId) return;
+    focusAnchorActiveRef.current = false;
+    if (focusAnchorReleaseTimerRef.current) {
+      clearTimeout(focusAnchorReleaseTimerRef.current);
+      focusAnchorReleaseTimerRef.current = null;
+    }
+    shouldFollowRef.current = false;
+    setActiveFocusAnchorId(null);
+  }, [activeFocusAnchorId, loading]);
 
   useEffect(() => {
     if (!messageCount) return;
-    shouldPinToBottomRef.current = true;
-    const timers = [
-      setTimeout(() => scrollToLatest(false), 140),
-      setTimeout(() => scrollToLatest(false), 420),
-    ];
-    return () => timers.forEach(clearTimeout);
-  }, [autoScrollSignal, messageCount, scrollToLatest]);
+    const timer = setTimeout(() => scrollToBottomIfFollowing(false), 140);
+    return () => clearTimeout(timer);
+  }, [autoScrollSignal, messageCount, scrollToBottomIfFollowing]);
 
   const contentContainerStyle = useMemo(
     () => ({
@@ -171,49 +282,54 @@ export default function ChatList({
     [contentBottomPadding, messageCount],
   );
 
-  const contentInset = useMemo(
-    () => ({ bottom: Math.max(4, contentBottomPadding * 0.18) }),
-    [contentBottomPadding],
-  );
-
   const scrollIndicatorInsets = useMemo(
-    () => ({ bottom: contentBottomPadding + 6 }),
+    () => ({ bottom: Math.max(8, contentBottomPadding - 8) }),
     [contentBottomPadding],
   );
 
   const handleContentSizeChange = useCallback(() => {
-    if (shouldPinToBottomRef.current || hasStreamingMessage) {
+    if (isFocusAnchoring) {
+      return;
+    }
+    if (shouldFollowRef.current) {
       if (hasStreamingMessage) {
         if (streamingScrollTimerRef.current) return;
         streamingScrollTimerRef.current = setTimeout(() => {
           streamingScrollTimerRef.current = null;
-          scrollToLatest(false);
+          scrollToBottomIfFollowing(false);
         }, 80);
         return;
       }
-      scrollToLatest(false);
+      scrollToBottomIfFollowing(false);
     }
-  }, [hasStreamingMessage, scrollToLatest]);
+  }, [hasStreamingMessage, isFocusAnchoring, scrollToBottomIfFollowing]);
 
-  const handleLayout = useCallback(() => {
-    if (messageCount && (shouldPinToBottomRef.current || hasStreamingMessage)) {
-      scrollToLatest(false);
-    }
-  }, [hasStreamingMessage, messageCount, scrollToLatest]);
+  const handleListLayout = useCallback((event: LayoutChangeEvent) => {
+    const nextHeight = Math.ceil(event.nativeEvent.layout.height);
+    setListViewportHeight((current) => (Math.abs(current - nextHeight) > 1 ? nextHeight : current));
+  }, []);
+
+  const handleScrollToIndexFailed = useCallback(
+    (info: { averageItemLength: number; index: number }) => {
+      if (scrollToIndexRetryRef.current) {
+        clearTimeout(scrollToIndexRetryRef.current);
+      }
+      const offset = Math.max(0, info.averageItemLength * info.index - FOCUS_MESSAGE_VIEW_OFFSET);
+      listRef.current?.scrollToOffset({ offset, animated: true });
+      scrollToIndexRetryRef.current = setTimeout(() => {
+        scrollToIndexRetryRef.current = null;
+        scrollToFocusedMessage(info.index, true);
+      }, 120);
+    },
+    [scrollToFocusedMessage],
+  );
 
   const keyExtractor = useCallback((item: AIMessage) => item.id, []);
 
   const renderItem = useCallback(
-    ({ item, index }: { item: AIMessage; index: number }) => {
-      const isLastMessage = index === messageCount - 1;
-      const hasOutfitActions =
-        (item.kind === "aura_card" && !!(item.aura?.look || item.aura?.lookOptions?.length)) ||
-        (item.type === "outfit" && !!item.outfits?.length);
-      const finalOutfitSpacer =
-        isLastMessage && hasOutfitActions ? Math.max(148, contentBottomPadding * 0.5) : 0;
-
+    ({ item }: { item: AIMessage }) => {
       return (
-        <View style={{ paddingBottom: finalOutfitSpacer }}>
+        <View>
           <ChatMessage
             colors={colors}
             message={item}
@@ -233,10 +349,8 @@ export default function ChatList({
     },
     [
       colors,
-      contentBottomPadding,
       itemsById,
       memoryHint,
-      messageCount,
       onAuraAction,
       onAuraCandidateAction,
       onAuraLaundryAction,
@@ -249,16 +363,20 @@ export default function ChatList({
   );
 
   const listFooter = useMemo(
-    () =>
-      showTypingBubble ? (
-        <View style={{ marginTop: 10, marginLeft: 10, gap: 8 }}>
-          <TypingBubble colors={colors} />
-          <View style={{ height: Math.max(96, contentBottomPadding * 0.58) }} />
+    () => {
+      if (!showTypingBubble && !focusAnchorSpacer) return null;
+      return (
+        <View>
+          {showTypingBubble ? (
+            <View style={{ marginTop: 10, marginLeft: 10, marginBottom: 8 }}>
+              <TypingBubble colors={colors} />
+            </View>
+          ) : null}
+          {focusAnchorSpacer ? <View style={{ height: focusAnchorSpacer }} /> : null}
         </View>
-      ) : (
-        <View style={{ height: Math.max(112, contentBottomPadding * 0.5) }} />
-      ),
-    [colors, contentBottomPadding, showTypingBubble],
+      );
+    },
+    [colors, focusAnchorSpacer, showTypingBubble],
   );
 
   return (
@@ -270,17 +388,21 @@ export default function ChatList({
       keyboardShouldPersistTaps="handled"
       keyboardDismissMode="interactive"
       onScroll={handleScroll}
+      onScrollBeginDrag={handleScrollBeginDrag}
+      onScrollEndDrag={handleScrollEndDrag}
+      onMomentumScrollBegin={handleMomentumScrollBegin}
+      onMomentumScrollEnd={handleMomentumScrollEnd}
       scrollEventThrottle={16}
       onContentSizeChange={handleContentSizeChange}
-      onLayout={handleLayout}
+      onLayout={handleListLayout}
+      onScrollToIndexFailed={handleScrollToIndexFailed}
       contentContainerStyle={contentContainerStyle}
-      contentInset={contentInset}
       scrollIndicatorInsets={scrollIndicatorInsets}
       ListEmptyComponent={emptyState ?? null}
       renderItem={renderItem}
       ItemSeparatorComponent={ChatItemSeparator}
       ListFooterComponent={listFooter}
-      removeClippedSubviews
+      removeClippedSubviews={false}
       initialNumToRender={12}
       maxToRenderPerBatch={8}
       updateCellsBatchingPeriod={40}
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 2de6349..06816c9 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -11,16 +11,45 @@ import { Fonts, type AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
-import { runHaptic } from "@/src/lib/haptics";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLook, AuraLookAction, AuraLookOptionMeta, AuraOutfitPhotoAction } from "@/src/types/aura";
 
 import AuraReplyCard from "./AuraReplyCard";
 import OutfitMessage from "./OutfitMessage";
-import type { AIMessage } from "./chatTypes";
+import type { AIMessage, ChatAttachment, ChatImageAttachment } from "./chatTypes";
 import { auraShadow, auraTheme } from "./aiTheme";
 
+const USER_SINGLE_IMAGE_MIN_WIDTH = 180;
+const USER_SINGLE_IMAGE_MAX_WIDTH = 240;
+const USER_IMAGE_GRID_GAP = 7;
+const USER_MULTI_IMAGE_MAX_GRID_WIDTH = 248;
+const USER_MULTI_IMAGE_MIN_GRID_WIDTH = 196;
+const USER_IMAGE_RADIUS = 20;
+
+function clamp(value: number, min: number, max: number) {
+  return Math.min(max, Math.max(min, value));
+}
+
+function getImageAspectRatio(attachment: ChatImageAttachment) {
+  const width = Number(attachment.width ?? 0);
+  const height = Number(attachment.height ?? 0);
+  if (!Number.isFinite(width) || !Number.isFinite(height) || width <= 0 || height <= 0) {
+    return 0.78;
+  }
+  return clamp(width / height, 0.68, 1.45);
+}
+
+function getSingleImageWidth(layoutWidth: number, screenSize: string) {
+  const maxWidth = screenSize === "compact" ? 220 : USER_SINGLE_IMAGE_MAX_WIDTH;
+  return clamp(layoutWidth * 0.58, USER_SINGLE_IMAGE_MIN_WIDTH, maxWidth);
+}
+
+function getMultiImageGridWidth(layoutWidth: number, screenSize: string) {
+  const maxWidth = screenSize === "compact" ? 224 : USER_MULTI_IMAGE_MAX_GRID_WIDTH;
+  return clamp(layoutWidth * 0.62, USER_MULTI_IMAGE_MIN_GRID_WIDTH, maxWidth);
+}
+
 function cleanIntroText(value?: string | null) {
   return sanitizeDisplayText(value)?.replace(/\s+/g, " ").trim() ?? "";
 }
@@ -94,6 +123,12 @@ function ChatMessage({
   const isStreamingPlaceholder = !isUser && !!message.streaming && !displayText;
   const isUserUrlOnly = isUser && isUrlOnlyMessage(displayText);
   const formattedUserText = isUserUrlOnly ? formatUrlForDisplay(String(displayText ?? "")) : displayText;
+  const messageAttachments = message.attachments ?? [];
+  const imageAttachments = messageAttachments.filter(
+    (attachment): attachment is ChatImageAttachment => attachment.type === "image",
+  );
+  const nonImageAttachments = messageAttachments.filter((attachment) => attachment.type !== "image");
+  const hasUserImageAttachments = isUser && imageAttachments.length > 0;
 
   useEffect(() => {
     if (isStructuredCard) {
@@ -389,6 +424,74 @@ function ChatMessage({
     );
   }
 
+  if (hasUserImageAttachments) {
+    return (
+      <Animated.View
+        style={{
+          opacity: fade,
+          transform: [{ translateY: rise }, { scale }],
+          alignItems: "flex-end",
+          gap: 6,
+        }}
+      >
+        <UserImageAttachmentMedia
+          attachments={imageAttachments}
+          layoutWidth={layout.width}
+          screenSize={layout.screenSize}
+          colors={colors}
+        />
+        {nonImageAttachments.length ? (
+          <View
+            style={{
+              maxWidth: "74%",
+              borderRadius: 22,
+              paddingHorizontal: 13,
+              paddingVertical: 8,
+              backgroundColor: "rgba(245,232,216,0.12)",
+              borderWidth: 1,
+              borderColor: "rgba(243,223,195,0.16)",
+              marginLeft: 74,
+              marginRight: 6,
+              ...auraShadow(0.18),
+            }}
+          >
+            <AttachmentPreviews attachments={nonImageAttachments} colors={colors} isUser />
+          </View>
+        ) : null}
+        {formattedUserText ? (
+          <View
+            style={{
+              maxWidth: isUserUrlOnly ? "68%" : "74%",
+              borderRadius: 22,
+              paddingHorizontal: 13,
+              paddingVertical: isUserUrlOnly ? 7 : 8,
+              backgroundColor: "rgba(245,232,216,0.12)",
+              borderWidth: 1,
+              borderColor: "rgba(243,223,195,0.16)",
+              marginLeft: 74,
+              marginRight: 6,
+              ...auraShadow(0.18),
+            }}
+          >
+            <Text
+              numberOfLines={isUserUrlOnly ? 2 : undefined}
+              ellipsizeMode={isUserUrlOnly ? "tail" : undefined}
+              style={{
+                color: colors.text,
+                fontSize: 14.5,
+                lineHeight: 21,
+                fontWeight: "700",
+                fontFamily: Fonts.sans,
+              }}
+            >
+              {formattedUserText}
+            </Text>
+          </View>
+        ) : null}
+      </Animated.View>
+    );
+  }
+
   return (
     <Animated.View
       style={{ opacity: fade, transform: [{ translateY: rise }, { scale }], alignItems: isUser ? "flex-end" : "flex-start" }}
@@ -460,34 +563,9 @@ function ChatMessage({
           </View>
         ) : (
           <>
-            {message.attachments?.length ? (
+            {messageAttachments.length ? (
               <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8, marginBottom: displayText ? 8 : 0 }}>
-                {message.attachments.map((attachment) => (
-                  <View
-                    key={attachment.id}
-                    style={{
-                      width: 92,
-                      height: 92,
-                      borderRadius: 16,
-                      overflow: "hidden",
-                      backgroundColor: isUser ? "rgba(12,20,30,0.16)" : "rgba(255,255,255,0.06)",
-                    }}
-                  >
-                    {attachment.type === "image" ? (
-                      <Image
-                        source={{ uri: attachment.localUri ?? attachment.uri }}
-                        style={{ width: "100%", height: "100%" }}
-                        resizeMode="cover"
-                      />
-                    ) : (
-                      <View style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
-                        <Text style={{ color: isUser ? colors.text : colors.text, fontWeight: "800" }}>
-                          Voice note
-                        </Text>
-                      </View>
-                    )}
-                  </View>
-                ))}
+                <AttachmentPreviews attachments={messageAttachments} colors={colors} isUser={isUser} />
               </View>
             ) : null}
             {formattedUserText ? (
@@ -512,6 +590,140 @@ function ChatMessage({
   );
 }
 
+function UserImageAttachmentMedia({
+  attachments,
+  layoutWidth,
+  screenSize,
+  colors,
+}: {
+  attachments: ChatImageAttachment[];
+  layoutWidth: number;
+  screenSize: string;
+  colors: AppColors;
+}) {
+  if (attachments.length === 1) {
+    const attachment = attachments[0];
+    const width = getSingleImageWidth(layoutWidth, screenSize);
+    return (
+      <View
+        style={{
+          width,
+          aspectRatio: getImageAspectRatio(attachment),
+          borderRadius: USER_IMAGE_RADIUS,
+          overflow: "hidden",
+          backgroundColor: "rgba(255,255,255,0.055)",
+          borderWidth: 1,
+          borderColor: "rgba(255,255,255,0.10)",
+          marginRight: 6,
+          ...auraShadow(0.2),
+        }}
+      >
+        <Image
+          source={{ uri: attachment.localUri ?? attachment.uri }}
+          style={{ width: "100%", height: "100%" }}
+          resizeMode="cover"
+        />
+      </View>
+    );
+  }
+
+  const gridWidth = getMultiImageGridWidth(layoutWidth, screenSize);
+  const tileSize = (gridWidth - USER_IMAGE_GRID_GAP) / 2;
+  const visibleAttachments = attachments.slice(0, 4);
+  const remainingCount = Math.max(0, attachments.length - visibleAttachments.length);
+
+  return (
+    <View
+      style={{
+        width: gridWidth,
+        flexDirection: "row",
+        flexWrap: "wrap",
+        gap: USER_IMAGE_GRID_GAP,
+        justifyContent: "flex-end",
+        marginRight: 6,
+      }}
+    >
+      {visibleAttachments.map((attachment, index) => {
+        const showOverflow = index === visibleAttachments.length - 1 && remainingCount > 0;
+        return (
+          <View
+            key={attachment.id}
+            style={{
+              width: tileSize,
+              height: tileSize,
+              borderRadius: 18,
+              overflow: "hidden",
+              backgroundColor: "rgba(255,255,255,0.055)",
+              borderWidth: 1,
+              borderColor: "rgba(255,255,255,0.10)",
+            }}
+          >
+            <Image
+              source={{ uri: attachment.localUri ?? attachment.uri }}
+              style={{ width: "100%", height: "100%" }}
+              resizeMode="cover"
+            />
+            {showOverflow ? (
+              <View
+                style={{
+                  position: "absolute",
+                  inset: 0,
+                  alignItems: "center",
+                  justifyContent: "center",
+                  backgroundColor: "rgba(5,5,7,0.48)",
+                }}
+              >
+                <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", fontFamily: Fonts.sans }}>
+                  +{remainingCount}
+                </Text>
+              </View>
+            ) : null}
+          </View>
+        );
+      })}
+    </View>
+  );
+}
+
+function AttachmentPreviews({
+  attachments,
+  colors,
+  isUser,
+}: {
+  attachments: ChatAttachment[];
+  colors: AppColors;
+  isUser: boolean;
+}) {
+  return (
+    <>
+      {attachments.map((attachment) => (
+        <View
+          key={attachment.id}
+          style={{
+            width: 92,
+            height: 92,
+            borderRadius: 16,
+            overflow: "hidden",
+            backgroundColor: isUser ? "rgba(12,20,30,0.16)" : "rgba(255,255,255,0.06)",
+          }}
+        >
+          {attachment.type === "image" ? (
+            <Image
+              source={{ uri: attachment.localUri ?? attachment.uri }}
+              style={{ width: "100%", height: "100%" }}
+              resizeMode="cover"
+            />
+          ) : (
+            <View style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
+              <Text style={{ color: colors.text, fontWeight: "800" }}>Voice note</Text>
+            </View>
+          )}
+        </View>
+      ))}
+    </>
+  );
+}
+
 export default React.memo(
   ChatMessage,
   (prev, next) =>
@@ -539,7 +751,6 @@ function OutfitCardEntry({
   const translateY = useSharedValue(reduceMotion ? 0 : 16);
 
   useEffect(() => {
-    void runHaptic("light");
     if (reduceMotion) {
       opacity.value = 1;
       translateY.value = 0;
diff --git a/src/components/ai/InputBar.tsx b/src/components/ai/InputBar.tsx
index ad8bad6..e0a6b2b 100644
--- a/src/components/ai/InputBar.tsx
+++ b/src/components/ai/InputBar.tsx
@@ -1,13 +1,20 @@
 import { Ionicons } from "@expo/vector-icons";
 import { BlurView } from "expo-blur";
 import React from "react";
+import Reanimated, {
+  useAnimatedKeyboard,
+  useAnimatedStyle,
+  useSharedValue,
+} from "react-native-reanimated";
 import {
   Animated,
   Easing,
   Image,
+  LayoutChangeEvent,
   NativeSyntheticEvent,
   Platform,
   Pressable,
+  ScrollView,
   StyleSheet,
   Text,
   TextInput,
@@ -21,14 +28,36 @@ import { getAttachmentGroupingLabel } from "@/src/lib/auraIntent";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 import type { ChatAttachment, ChatAttachmentGroupRole } from "./chatTypes";
-import { auraTheme } from "./aiTheme";
 
-const BASE_COMPOSER_HEIGHT = 50;
-const BASE_INPUT_HEIGHT = 30;
-const MAX_INPUT_LINES = 4;
-const INPUT_LINE_HEIGHT = 20;
-const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES;
+const BASE_COMPOSER_HEIGHT = 48;
+const BASE_INPUT_HEIGHT = 32;
+const MAX_INPUT_LINES = 6;
+const INPUT_LINE_HEIGHT = 19;
+const INPUT_PADDING_TOP = Platform.OS === "ios" ? 8 : 5;
+const INPUT_PADDING_BOTTOM = Platform.OS === "ios" ? 4 : 3;
+const INPUT_VERTICAL_PADDING = INPUT_PADDING_TOP + INPUT_PADDING_BOTTOM;
+const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES + INPUT_PADDING_TOP + INPUT_PADDING_BOTTOM;
 const AnimatedTextInput = Animated.createAnimatedComponent(TextInput);
+const ATTACHMENT_THUMB_SIZE = 60;
+const ATTACHMENT_COMPOSER_RADIUS = 28;
+const ATTACHMENT_MENU_WIDTH = 248;
+const ATTACHMENT_MENU_LEFT = 8;
+const ATTACHMENT_MENU_GAP = 10;
+const ATTACHMENT_MENU_CARET_LEFT = 14;
+
+function clampInputHeight(height: number) {
+  return Math.max(BASE_INPUT_HEIGHT, Math.min(MAX_INPUT_HEIGHT, height));
+}
+
+function heightFromContentSize(contentHeight: number) {
+  const rawHeight = Math.max(0, Math.ceil(contentHeight));
+  if (rawHeight <= BASE_INPUT_HEIGHT + 2) return BASE_INPUT_HEIGHT;
+  const lineCount = Math.min(
+    MAX_INPUT_LINES,
+    Math.max(2, Math.ceil((rawHeight - INPUT_VERTICAL_PADDING) / INPUT_LINE_HEIGHT)),
+  );
+  return clampInputHeight(lineCount * INPUT_LINE_HEIGHT + INPUT_VERTICAL_PADDING);
+}
 
 export default function InputBar({
   colors,
@@ -36,11 +65,13 @@ export default function InputBar({
   loading,
   active,
   bottom,
+  restingBottom,
   placeholder = "Ask AURA about a look, piece, or plan.",
   onChangeText,
   onFocusChange,
   onHeightChange,
   onSend,
+  onStop,
   onPickImages,
   onTakePhoto,
   onRemoveAttachment,
@@ -55,11 +86,13 @@ export default function InputBar({
   loading: boolean;
   active: boolean;
   bottom: number;
+  restingBottom?: number;
   placeholder?: string;
   onChangeText: (next: string) => void;
   onFocusChange: (focused: boolean) => void;
   onHeightChange?: (height: number) => void;
   onSend: () => void;
+  onStop?: () => void;
   onPickImages: () => void;
   onTakePhoto: () => void;
   onRemoveAttachment: (id: string) => void;
@@ -71,10 +104,14 @@ export default function InputBar({
 }) {
   const layout = useResponsiveLayout();
   const canSend = (value.trim().length > 0 || attachments.length > 0) && !loading;
+  const canStop = loading && !!onStop;
+  const composerSideInset = layout.screenSize === "compact" ? 12 : 16;
   const [menuOpen, setMenuOpen] = React.useState(false);
   const [inputHeight, setInputHeight] = React.useState(BASE_INPUT_HEIGHT);
+  const [composerHeight, setComposerHeight] = React.useState(BASE_COMPOSER_HEIGHT);
   const focusAnim = React.useRef(new Animated.Value(active ? 1 : 0)).current;
-  const bottomAnim = React.useRef(new Animated.Value(bottom)).current;
+  const liveKeyboard = useAnimatedKeyboard();
+  const restingBottomValue = useSharedValue(restingBottom ?? bottom);
   const menuAnim = React.useRef(new Animated.Value(0)).current;
   const inputHeightAnim = React.useRef(new Animated.Value(BASE_INPUT_HEIGHT)).current;
   const sendVisibilityAnim = React.useRef(new Animated.Value(canSend ? 1 : 0)).current;
@@ -89,21 +126,28 @@ export default function InputBar({
     }).start();
   }, [active, focusAnim]);
 
+  const keyboardTrackingGap = Platform.OS === "ios" ? 8 : 4;
+
   React.useEffect(() => {
-    Animated.timing(bottomAnim, {
-      toValue: bottom,
-      duration: Platform.OS === "ios" ? 220 : 160,
-      easing: Easing.bezier(0.22, 1, 0.36, 1),
-      useNativeDriver: false,
-    }).start();
-  }, [bottom, bottomAnim]);
+    restingBottomValue.value = restingBottom ?? bottom;
+  }, [bottom, restingBottom, restingBottomValue]);
+
+  const liveBottomStyle = useAnimatedStyle(() => {
+    const keyboardHeight = Math.max(0, liveKeyboard.height.value);
+    return {
+      bottom:
+        keyboardHeight > 1
+          ? Math.max(12, keyboardHeight + keyboardTrackingGap)
+          : restingBottomValue.value,
+    };
+  }, [keyboardTrackingGap]);
 
   React.useEffect(() => {
     Animated.timing(menuAnim, {
       toValue: menuOpen ? 1 : 0,
       duration: 180,
       easing: Easing.bezier(0.22, 1, 0.36, 1),
-      useNativeDriver: false,
+      useNativeDriver: true,
     }).start();
   }, [menuAnim, menuOpen]);
 
@@ -127,10 +171,36 @@ export default function InputBar({
     ]).start();
   }, [canSend, sendVisibilityAnim]);
 
-  const attachmentRailHeight = attachments.length > 0 ? 58 : 0;
-  const menuHeight = menuOpen ? 70 : 0;
+  const hasAttachments = attachments.length > 0;
+  const imageAttachmentCount = attachments.filter((attachment) => attachment.type === "image").length;
+  const hasSingleImageAttachment = attachments.length === 1 && attachments[0]?.type === "image";
+  const showAutoDetectAttachmentMode = imageAttachmentCount > 1;
+  const [attachmentModeSelectorOpen, setAttachmentModeSelectorOpen] = React.useState(false);
+  const [hasAttachmentModeOverride, setHasAttachmentModeOverride] = React.useState(false);
+  const showAttachmentModeSelector = showAutoDetectAttachmentMode && attachmentModeSelectorOpen;
+  const isInputExpanded = inputHeight > BASE_INPUT_HEIGHT + 2;
+  const shellRadius = hasAttachments ? ATTACHMENT_COMPOSER_RADIUS : isInputExpanded ? 24 : 999;
+  const attachmentRailHeight = hasAttachments
+    ? showAttachmentModeSelector
+      ? 122
+      : showAutoDetectAttachmentMode
+        ? 88
+        : 65
+    : 0;
   const rowHeightDelta = Math.max(0, inputHeight - BASE_INPUT_HEIGHT);
-  const estimatedComposerHeight = BASE_COMPOSER_HEIGHT + attachmentRailHeight + menuHeight + rowHeightDelta;
+  const estimatedComposerHeight = BASE_COMPOSER_HEIGHT + attachmentRailHeight + rowHeightDelta;
+  const lastReportedHeightRef = React.useRef(0);
+
+  const reportComposerHeight = React.useCallback(
+    (height: number) => {
+      const nextHeight = Math.max(BASE_COMPOSER_HEIGHT, Math.ceil(height));
+      if (Math.abs(nextHeight - lastReportedHeightRef.current) <= 1) return;
+      lastReportedHeightRef.current = nextHeight;
+      setComposerHeight(nextHeight);
+      onHeightChange?.(nextHeight);
+    },
+    [onHeightChange],
+  );
 
   React.useEffect(() => {
     if (!value) {
@@ -139,68 +209,92 @@ export default function InputBar({
   }, [value]);
 
   React.useEffect(() => {
-    onHeightChange?.(estimatedComposerHeight);
-  }, [estimatedComposerHeight, onHeightChange]);
+    reportComposerHeight(estimatedComposerHeight);
+  }, [estimatedComposerHeight, reportComposerHeight]);
+
+  React.useEffect(() => {
+    if (imageAttachmentCount <= 1) {
+      setAttachmentModeSelectorOpen(false);
+      setHasAttachmentModeOverride(false);
+    }
+    if (hasSingleImageAttachment && attachmentRole !== "reference") {
+      onAttachmentRoleChange("reference");
+    }
+  }, [attachmentRole, hasSingleImageAttachment, imageAttachmentCount, onAttachmentRoleChange]);
+
+  React.useEffect(() => {
+    if (!showAutoDetectAttachmentMode || hasAttachmentModeOverride || attachmentRole === "reference") return;
+    onAttachmentRoleChange("reference");
+  }, [attachmentRole, hasAttachmentModeOverride, onAttachmentRoleChange, showAutoDetectAttachmentMode]);
+
+  function handleAttachmentRoleOverride(role: ChatAttachmentGroupRole) {
+    setHasAttachmentModeOverride(true);
+    onAttachmentRoleChange(role);
+  }
 
   const shellStyle = {
-    bottom: bottomAnim,
-    borderRadius: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [22, 20],
-    }),
+    borderRadius: shellRadius,
     borderColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(255,245,234,0.09)", "rgba(167,139,250,0.34)"],
+      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.24)"],
     }),
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(14,17,24,0.9)", "rgba(18,21,28,0.96)"],
+      outputRange: ["rgba(255,255,255,0.06)", "rgba(255,255,255,0.075)"],
     }),
     shadowOpacity: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [0.14, 0.22],
+      outputRange: [0.16, 0.24],
     }),
     shadowRadius: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [12, 18],
+      outputRange: [18, 26],
     }),
-    transform: [
-      {
-        scale: focusAnim.interpolate({
-          inputRange: [0, 1],
-          outputRange: [1, 1.015],
-        }),
-      },
-      {
-        translateY: focusAnim.interpolate({
-          inputRange: [0, 1],
-          outputRange: [0, -1],
-        }),
-      },
-    ],
   } as const;
 
-  const menuTrayStyle = {
-    maxHeight: menuAnim.interpolate({
+  const glassTintStyle = {
+    backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [0, 78],
+      outputRange: ["rgba(255,255,255,0.015)", "rgba(167,139,250,0.045)"],
     }),
+  } as const;
+
+  const focusRimStyle = {
+    borderColor: focusAnim.interpolate({
+      inputRange: [0, 1],
+      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.28)"],
+    }),
+    opacity: focusAnim.interpolate({
+      inputRange: [0, 1],
+      outputRange: [0.58, 1],
+    }),
+  } as const;
+
+  const menuTrayStyle = {
     opacity: menuAnim,
     transform: [
       {
         translateY: menuAnim.interpolate({
           inputRange: [0, 1],
-          outputRange: [6, 0],
+          outputRange: [8, 0],
+        }),
+      },
+      {
+        scale: menuAnim.interpolate({
+          inputRange: [0, 1],
+          outputRange: [0.97, 1],
         }),
       },
     ],
   } as const;
 
   const sendOpacity = sendVisibilityAnim;
-const sendScale = sendVisibilityAnim.interpolate({
-  inputRange: [0, 1],
-  outputRange: [0.85, 1],
-});
+  const sendScale = sendVisibilityAnim.interpolate({
+    inputRange: [0, 1],
+    outputRange: [0.85, 1],
+  });
+  const sendIconColor = canSend ? "#10131A" : "#EAF6FF";
+  const showPlaceholder = !value;
   const micOpacity = sendVisibilityAnim.interpolate({
     inputRange: [0, 1],
     outputRange: [1, 0],
@@ -213,10 +307,7 @@ const sendScale = sendVisibilityAnim.interpolate({
   function handleContentSizeChange(
     event: NativeSyntheticEvent<TextInputContentSizeChangeEventData>,
   ) {
-    const nextHeight = Math.max(
-      BASE_INPUT_HEIGHT,
-      Math.min(MAX_INPUT_HEIGHT, Math.ceil(event.nativeEvent.contentSize.height)),
-    );
+    const nextHeight = heightFromContentSize(event.nativeEvent.contentSize.height);
     if (Math.abs(nextHeight - inputHeight) > 1) {
       setInputHeight(nextHeight);
     }
@@ -249,72 +340,122 @@ const sendScale = sendVisibilityAnim.interpolate({
         useNativeDriver: true,
       }),
     ]).start();
+    setMenuOpen(false);
     setInputHeight(BASE_INPUT_HEIGHT);
     onSend();
   }
 
+  function handleShellLayout(event: LayoutChangeEvent) {
+    reportComposerHeight(event.nativeEvent.layout.height);
+  }
+
   return (
-    <Animated.View
+    <Reanimated.View
+      onLayout={handleShellLayout}
       pointerEvents="box-none"
       style={[
         styles.shell,
         {
-          left: layout.horizontalPadding,
-          right: layout.horizontalPadding,
+          left: composerSideInset,
+          right: composerSideInset,
         },
-        shellStyle,
+        liveBottomStyle,
       ]}
     >
-      <BlurView intensity={54} tint="dark" style={StyleSheet.absoluteFill} />
+      {menuOpen ? (
+        <Pressable
+          accessibilityLabel="Close attachment menu"
+          accessibilityRole="button"
+          onPress={() => setMenuOpen(false)}
+          style={[
+            styles.menuDismissLayer,
+            {
+              left: -composerSideInset - 16,
+              right: -composerSideInset - 16,
+            },
+          ]}
+        />
+      ) : null}
+      <Animated.View
+        pointerEvents={menuOpen ? "auto" : "none"}
+        style={[
+          styles.menuPopover,
+          {
+            left: ATTACHMENT_MENU_LEFT,
+            bottom: composerHeight + ATTACHMENT_MENU_GAP,
+          },
+          menuTrayStyle,
+        ]}
+      >
+        <View style={styles.menuPopoverCard}>
+          <BlurView intensity={Platform.OS === "ios" ? 72 : 54} tint="dark" style={StyleSheet.absoluteFill} />
+          <View pointerEvents="none" style={styles.menuPopoverTint} />
+          <AttachmentOption
+            label="Photo Library"
+            icon="images-outline"
+            onPress={() => {
+              setMenuOpen(false);
+              onPickImages();
+            }}
+            colors={colors}
+          />
+          <View style={styles.menuDivider} />
+          <AttachmentOption
+            label="Camera"
+            icon="camera-outline"
+            onPress={() => {
+              setMenuOpen(false);
+              onTakePhoto();
+            }}
+            colors={colors}
+          />
+        </View>
+        <View pointerEvents="none" style={styles.menuCaret} />
+      </Animated.View>
+      <Animated.View style={[styles.shellSurface, { borderRadius: shellRadius }, shellStyle]}>
+      <BlurView intensity={Platform.OS === "ios" ? 76 : 58} tint="dark" style={StyleSheet.absoluteFill} />
+      <Animated.View
+        pointerEvents="none"
+        style={[
+          StyleSheet.absoluteFill,
+          styles.glassTint,
+          { borderRadius: shellRadius },
+          glassTintStyle,
+        ]}
+      />
+      <View pointerEvents="none" style={styles.topHighlight} />
+      <View pointerEvents="none" style={styles.bottomShade} />
       <Animated.View
         pointerEvents="none"
         style={[
           StyleSheet.absoluteFill,
+          styles.focusRim,
           {
-            borderRadius: 22,
-            borderWidth: 1,
-            borderColor: "rgba(167,139,250,0.42)",
-            opacity: focusAnim.interpolate({
-              inputRange: [0, 1],
-              outputRange: [0, 1],
-            }),
+            borderRadius: shellRadius,
           },
+          focusRimStyle,
         ]}
       />
-      <Pressable onPress={handleComposerPress} style={styles.chrome}>
-        {attachments.length ? (
+      <Pressable
+        onPress={handleComposerPress}
+        style={[styles.chrome, hasAttachments ? styles.chromeWithAttachments : null]}
+      >
+        {hasAttachments ? (
           <View style={styles.attachmentRail}>
-            <View style={styles.attachmentHeader}>
-              <Text style={styles.attachmentLabel}>ATTACHMENTS</Text>
-              {(["same_item", "separate_items", "reference"] as const).map((role) => (
-                <AuraPressable
-                  key={role}
-                  onPress={() => onAttachmentRoleChange(role)}
-                  haptic="selection"
-                  hapticTrigger="press"
-                  pressedScale={0.96}
-                  pressedOpacity={0.88}
-                  style={[
-                    styles.attachmentRoleChip,
-                    attachmentRole === role ? styles.attachmentRoleChipActive : null,
-                  ]}
-                >
-                  <Text
-                    style={[
-                      styles.attachmentRoleText,
-                      attachmentRole === role ? styles.attachmentRoleTextActive : null,
-                    ]}
-                  >
-                    {getAttachmentGroupingLabel(role)}
-                  </Text>
-                </AuraPressable>
-              ))}
-            </View>
-            <View style={styles.attachmentItems}>
+            <ScrollView
+              horizontal
+              showsHorizontalScrollIndicator={false}
+              keyboardShouldPersistTaps="handled"
+              contentContainerStyle={styles.attachmentItems}
+            >
               {attachments.map((attachment) => (
                 <View key={attachment.id} style={styles.attachmentThumb}>
                   {attachment.type === "image" ? (
-                    <Image source={{ uri: attachment.localUri ?? attachment.uri }} style={StyleSheet.absoluteFill} />
+                    <Image
+                      source={{ uri: attachment.localUri ?? attachment.uri }}
+                      resizeMode="cover"
+                      style={StyleSheet.absoluteFill}
+                    />
                   ) : (
                     <View style={styles.attachmentFallback}>
                       <Ionicons name="mic" size={16} color={colors.text} />
@@ -330,38 +471,107 @@ const sendScale = sendVisibilityAnim.interpolate({
                   </AuraPressable>
                 </View>
               ))}
-            </View>
+            </ScrollView>
+            {showAutoDetectAttachmentMode ? (
+              <View style={styles.attachmentModeRow}>
+                <AuraPressable
+                  onPress={() => setAttachmentModeSelectorOpen((current) => !current)}
+                  haptic="selection"
+                  hapticTrigger="press"
+                  pressedScale={0.97}
+                  pressedOpacity={0.88}
+                  accessibilityRole="button"
+                  accessibilityLabel="Auto-detect attachment grouping"
+                  style={[
+                    styles.autoDetectChip,
+                    !hasAttachmentModeOverride ? styles.autoDetectChipActive : null,
+                  ]}
+                >
+                  <Ionicons
+                    name={attachmentModeSelectorOpen ? "chevron-up" : "sparkles-outline"}
+                    size={12}
+                    color={hasAttachmentModeOverride ? "rgba(244,248,255,0.68)" : "#F4FBFF"}
+                  />
+                  <Text
+                    style={[
+                      styles.autoDetectText,
+                      !hasAttachmentModeOverride ? styles.autoDetectTextActive : null,
+                    ]}
+                  >
+                    Auto-detect
+                  </Text>
+                </AuraPressable>
+              </View>
+            ) : null}
+            {showAttachmentModeSelector ? (
+              <View style={styles.attachmentOverrideRow}>
+                <AuraPressable
+                  onPress={() => {
+                    setHasAttachmentModeOverride(false);
+                    onAttachmentRoleChange("reference");
+                  }}
+                  haptic="selection"
+                  hapticTrigger="press"
+                  pressedScale={0.97}
+                  pressedOpacity={0.88}
+                  style={[
+                    styles.attachmentRoleChip,
+                    !hasAttachmentModeOverride ? styles.attachmentRoleChipActive : null,
+                  ]}
+                >
+                  <Text
+                    style={[
+                      styles.attachmentRoleText,
+                      !hasAttachmentModeOverride ? styles.attachmentRoleTextActive : null,
+                    ]}
+                  >
+                    Auto
+                  </Text>
+                </AuraPressable>
+                {(["same_item", "separate_items", "reference"] as const).map((role) => (
+                  <AuraPressable
+                    key={role}
+                    onPress={() => handleAttachmentRoleOverride(role)}
+                    haptic="selection"
+                    hapticTrigger="press"
+                    pressedScale={0.97}
+                    pressedOpacity={0.88}
+                    style={[
+                      styles.attachmentRoleChip,
+                      hasAttachmentModeOverride && attachmentRole === role ? styles.attachmentRoleChipActive : null,
+                    ]}
+                  >
+                    <Text
+                      style={[
+                        styles.attachmentRoleText,
+                        hasAttachmentModeOverride && attachmentRole === role ? styles.attachmentRoleTextActive : null,
+                      ]}
+                    >
+                      {getAttachmentGroupingLabel(role)}
+                    </Text>
+                  </AuraPressable>
+                ))}
+              </View>
+            ) : null}
           </View>
         ) : null}
 
-        <Animated.View pointerEvents={menuOpen ? "auto" : "none"} style={[styles.menuTray, menuTrayStyle]}>
-          <AttachmentOption
-            label="Photo Library"
-            icon="images-outline"
-            onPress={() => {
-              setMenuOpen(false);
-              onPickImages();
-            }}
-            colors={colors}
-          />
-          <AttachmentOption
-            label="Camera"
-            icon="camera-outline"
-            onPress={() => {
-              setMenuOpen(false);
-              onTakePhoto();
-            }}
-            colors={colors}
-          />
-        </Animated.View>
-
-        <Animated.View style={[styles.row, { minHeight: BASE_COMPOSER_HEIGHT - 8 }]}>
+        <Animated.View
+          style={[
+            styles.row,
+            {
+              minHeight: BASE_COMPOSER_HEIGHT - 14,
+              alignItems: isInputExpanded ? "flex-end" : "center",
+            },
+          ]}
+        >
           <View style={styles.iconLane}>
             <AuraPressable
               onPress={() => setMenuOpen((prev) => !prev)}
+              hitSlop={10}
               haptic="selection"
               hapticTrigger="press"
-              pressedScale={0.94}
+              pressedScale={0.95}
               pressedOpacity={0.9}
               style={[
                 styles.sideButton,
@@ -372,8 +582,16 @@ const sendScale = sendVisibilityAnim.interpolate({
             </AuraPressable>
           </View>
 
-          <Animated.View style={[styles.inputSlot, { minHeight: inputHeightAnim }]}>
-            {!value ? (
+          <Animated.View
+            style={[
+              styles.inputSlot,
+              {
+                height: inputHeightAnim,
+                justifyContent: isInputExpanded ? "flex-start" : "center",
+              },
+            ]}
+          >
+            {showPlaceholder ? (
               <View pointerEvents="none" style={styles.placeholderLayer}>
                 <Text numberOfLines={1} style={[styles.placeholderText, { color: colors.textSecondary }]}>
                   {placeholder}
@@ -397,15 +615,18 @@ const sendScale = sendVisibilityAnim.interpolate({
               spellCheck
               returnKeyType="send"
               keyboardAppearance="dark"
-              scrollEnabled={inputHeight >= MAX_INPUT_HEIGHT}
+              scrollEnabled={inputHeight >= MAX_INPUT_HEIGHT - 1}
               selectionColor={colors.aiAccent}
               cursorColor={colors.aiAccent}
               maxLength={600}
+              textAlignVertical="top"
               style={[
                 styles.input,
                 {
                   color: colors.text,
                   height: inputHeight,
+                  maxHeight: MAX_INPUT_HEIGHT,
+                  minHeight: BASE_INPUT_HEIGHT,
                 },
               ]}
             />
@@ -413,46 +634,56 @@ const sendScale = sendVisibilityAnim.interpolate({
 
           <View style={styles.iconLane}>
             <AuraPressable
-              onPress={canSend ? handleSendPress : onMicPress}
-              disabled={loading}
-              haptic={canSend ? "light" : "selection"}
+              onPress={canStop ? onStop : canSend ? handleSendPress : onMicPress}
+              disabled={loading && !canStop}
+              hitSlop={10}
+              haptic={canStop ? "selection" : canSend ? "light" : "selection"}
               hapticTrigger="press"
-              pressedScale={0.94}
+              pressedScale={0.95}
               pressedOpacity={0.9}
+              accessibilityRole="button"
+              accessibilityLabel={canStop ? "Stop generating" : canSend ? "Send message" : "Dictate message"}
               style={[
                 styles.sideButton,
                 styles.trailingButton,
-                canSend ? styles.trailingButtonSend : null,
+                canStop ? styles.trailingButtonStop : canSend ? styles.trailingButtonSend : null,
                 recording && !canSend ? styles.trailingButtonRecording : null,
-                loading ? styles.sideButtonDisabled : null,
+                loading && !canStop ? styles.sideButtonDisabled : null,
               ]}
             >
-              <Animated.View
-                style={{
-                  position: "absolute",
-                  opacity: micOpacity,
-                  transform: [{ scale: micScale }],
-                }}
-              >
-                <Ionicons
-                  name={recording && !canSend ? "stop" : "mic-outline"}
-                  size={17}
-                  color={recording && !canSend ? "#ff8f8f" : colors.text}
-                />
-              </Animated.View>
-              <Animated.View
-                style={{
-                  opacity: sendOpacity,
-                  transform: [{ scale: sendScale }, { translateY: sendMotionAnim }],
-                }}
-              >
-                <Ionicons name="arrow-up" size={16} color="#EAF6FF" />
-              </Animated.View>
+              {canStop ? (
+                <Ionicons name="square" size={13} color={colors.text} />
+              ) : (
+                <>
+                  <Animated.View
+                    style={{
+                      position: "absolute",
+                      opacity: micOpacity,
+                      transform: [{ scale: micScale }],
+                    }}
+                  >
+                    <Ionicons
+                      name={recording && !canSend ? "stop" : "mic-outline"}
+                      size={17}
+                      color={recording && !canSend ? "#ff8f8f" : colors.text}
+                    />
+                  </Animated.View>
+                  <Animated.View
+                    style={{
+                      opacity: sendOpacity,
+                      transform: [{ scale: sendScale }, { translateY: sendMotionAnim }],
+                    }}
+                  >
+                    <Ionicons name="arrow-up" size={17} color={sendIconColor} />
+                  </Animated.View>
+                </>
+              )}
             </AuraPressable>
           </View>
         </Animated.View>
       </Pressable>
-    </Animated.View>
+      </Animated.View>
+    </Reanimated.View>
   );
 }
 
@@ -485,45 +716,68 @@ function AttachmentOption({
 const styles = StyleSheet.create({
   shell: {
     position: "absolute",
+    zIndex: 30,
+    shadowColor: "#8B7CF6",
+    shadowOffset: { width: 0, height: 14 },
+    elevation: 18,
+  },
+  shellSurface: {
     overflow: "hidden",
     borderWidth: 1,
-    zIndex: 30,
-    shadowColor: "#000",
-    shadowOffset: { width: 0, height: 8 },
-    elevation: 16,
+    borderRadius: 999,
+    zIndex: 2,
+  },
+  glassTint: {
+    borderRadius: 999,
+  },
+  topHighlight: {
+    position: "absolute",
+    left: 24,
+    right: 24,
+    top: 0,
+    height: 1,
+    backgroundColor: "rgba(255,255,255,0.22)",
+  },
+  bottomShade: {
+    position: "absolute",
+    left: 0,
+    right: 0,
+    bottom: 0,
+    height: 14,
+    backgroundColor: "rgba(0,0,0,0.12)",
+  },
+  focusRim: {
+    borderWidth: 1,
   },
   chrome: {
+    paddingHorizontal: 10,
+    paddingTop: 6,
+    paddingBottom: 6,
+  },
+  chromeWithAttachments: {
     paddingHorizontal: 11,
-    paddingTop: 5,
-    paddingBottom: 5,
+    paddingTop: 8,
+    paddingBottom: 6,
   },
   attachmentRail: {
-    gap: 4,
+    gap: 6,
     paddingHorizontal: 1,
-    paddingBottom: 3,
-  },
-  attachmentHeader: {
-    flexDirection: "row",
-    alignItems: "center",
-    gap: 8,
-    flexWrap: "wrap",
-  },
-  attachmentLabel: {
-    color: auraTheme.textFaint,
-    fontSize: 9.5,
-    fontWeight: "800",
-    letterSpacing: 0.7,
+    paddingBottom: 5,
   },
   attachmentRoleChip: {
     borderRadius: 999,
     paddingHorizontal: 8,
     paddingVertical: 3,
+    backgroundColor: "rgba(255,255,255,0.038)",
+    borderWidth: StyleSheet.hairlineWidth,
+    borderColor: "rgba(255,255,255,0.065)",
   },
   attachmentRoleChipActive: {
-    backgroundColor: "rgba(243,190,221,0.14)",
+    backgroundColor: "rgba(167,139,250,0.14)",
+    borderColor: "rgba(167,139,250,0.24)",
   },
   attachmentRoleText: {
-    color: auraTheme.textMuted,
+    color: "rgba(244,248,255,0.62)",
     fontSize: 10,
     fontWeight: "800",
   },
@@ -532,16 +786,17 @@ const styles = StyleSheet.create({
   },
   attachmentItems: {
     flexDirection: "row",
-    gap: 7,
+    gap: 8,
+    paddingRight: 4,
   },
   attachmentThumb: {
-    width: 36,
-    height: 36,
-    borderRadius: 9,
+    width: ATTACHMENT_THUMB_SIZE,
+    height: ATTACHMENT_THUMB_SIZE,
+    borderRadius: 16,
     overflow: "hidden",
-    backgroundColor: auraTheme.surfaceSoft,
+    backgroundColor: "rgba(255,255,255,0.055)",
     borderWidth: 1,
-    borderColor: auraTheme.borderSoft,
+    borderColor: "rgba(255,255,255,0.12)",
   },
   attachmentFallback: {
     flex: 1,
@@ -550,31 +805,108 @@ const styles = StyleSheet.create({
   },
   removeAttachmentButton: {
     position: "absolute",
-    top: 3,
-    right: 3,
-    width: 18,
-    height: 18,
+    top: 4,
+    right: 4,
+    width: 22,
+    height: 22,
     borderRadius: 999,
     alignItems: "center",
     justifyContent: "center",
-    backgroundColor: "rgba(0,0,0,0.56)",
+    backgroundColor: "rgba(4,5,9,0.68)",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.18)",
+  },
+  attachmentModeRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 5,
+    flexWrap: "wrap",
+  },
+  autoDetectChip: {
+    minHeight: 28,
+    borderRadius: 999,
+    paddingHorizontal: 10,
+    paddingVertical: 5,
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 5,
+    backgroundColor: "rgba(255,255,255,0.035)",
+    borderWidth: StyleSheet.hairlineWidth,
+    borderColor: "rgba(255,255,255,0.08)",
+  },
+  autoDetectChipActive: {
+    backgroundColor: "rgba(167,139,250,0.10)",
+    borderColor: "rgba(167,139,250,0.18)",
   },
-  menuTray: {
+  autoDetectText: {
+    color: "rgba(244,248,255,0.68)",
+    fontSize: 10.5,
+    fontWeight: "800",
+  },
+  autoDetectTextActive: {
+    color: "#F4FBFF",
+  },
+  attachmentOverrideRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 6,
+    flexWrap: "wrap",
+  },
+  menuDismissLayer: {
+    position: "absolute",
+    top: -2000,
+    bottom: -300,
+    zIndex: 1,
+  },
+  menuPopover: {
+    position: "absolute",
+    width: ATTACHMENT_MENU_WIDTH,
+    zIndex: 3,
+    shadowColor: "#000",
+    shadowOpacity: 0.24,
+    shadowRadius: 22,
+    shadowOffset: { width: 0, height: 14 },
+    elevation: 24,
+  },
+  menuPopoverCard: {
     overflow: "hidden",
-    paddingHorizontal: 2,
-    gap: 3,
+    borderRadius: 22,
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.12)",
+    backgroundColor: "rgba(18,18,27,0.78)",
+    padding: 6,
+  },
+  menuPopoverTint: {
+    ...StyleSheet.absoluteFillObject,
+    backgroundColor: "rgba(167,139,250,0.045)",
+  },
+  menuCaret: {
+    position: "absolute",
+    left: ATTACHMENT_MENU_CARET_LEFT,
+    bottom: -5,
+    width: 12,
+    height: 12,
+    borderRadius: 2,
+    backgroundColor: "rgba(24,24,33,0.92)",
+    borderRightWidth: 1,
+    borderBottomWidth: 1,
+    borderColor: "rgba(255,255,255,0.12)",
+    transform: [{ rotate: "45deg" }],
+  },
+  menuDivider: {
+    height: StyleSheet.hairlineWidth,
+    marginHorizontal: 10,
+    backgroundColor: "rgba(255,255,255,0.08)",
   },
   attachmentOption: {
-    borderRadius: 14,
-    paddingHorizontal: 11,
-    paddingVertical: 7,
-    backgroundColor: "rgba(255,255,255,0.03)",
-    borderWidth: 1,
-    borderColor: auraTheme.borderSoft,
+    minHeight: 44,
+    borderRadius: 16,
+    paddingHorizontal: 12,
+    paddingVertical: 8,
+    backgroundColor: "transparent",
     flexDirection: "row",
     alignItems: "center",
     gap: 10,
-    marginBottom: 3,
   },
   attachmentOptionText: {
     color: "#F0F6FB",
@@ -584,33 +916,45 @@ const styles = StyleSheet.create({
   row: {
     flexDirection: "row",
     alignItems: "center",
-    gap: 4,
+    gap: 5,
+    borderRadius: 999,
+    borderWidth: 0,
+    paddingHorizontal: 0,
   },
   iconLane: {
-    width: 38,
+    width: 36,
     alignItems: "center",
     justifyContent: "center",
   },
   sideButton: {
     width: 34,
     height: 34,
-    borderRadius: 13,
+    borderRadius: 999,
     alignItems: "center",
     justifyContent: "center",
-    backgroundColor: "rgba(255,255,255,0.025)",
+    backgroundColor: "rgba(255,255,255,0.06)",
     borderWidth: 1,
-    borderColor: "rgba(255,245,234,0.07)",
+    borderColor: "rgba(255,255,255,0.08)",
   },
   sideButtonActive: {
-    backgroundColor: "rgba(243,190,221,0.14)",
-    borderColor: "rgba(243,190,221,0.18)",
+    backgroundColor: "rgba(167,139,250,0.14)",
+    borderColor: "rgba(167,139,250,0.22)",
   },
   trailingButton: {
     position: "relative",
   },
   trailingButtonSend: {
-    backgroundColor: "rgba(222,211,248,0.18)",
-    borderColor: "rgba(222,211,248,0.28)",
+    backgroundColor: "rgba(244,240,255,0.94)",
+    borderColor: "rgba(255,255,255,0.72)",
+    shadowColor: "#DED3F8",
+    shadowOpacity: 0.34,
+    shadowRadius: 12,
+    shadowOffset: { width: 0, height: 5 },
+    elevation: 8,
+  },
+  trailingButtonStop: {
+    backgroundColor: "rgba(255,255,255,0.08)",
+    borderColor: "rgba(255,255,255,0.16)",
   },
   trailingButtonRecording: {
     backgroundColor: "rgba(255,99,99,0.18)",
@@ -624,38 +968,44 @@ const styles = StyleSheet.create({
   inputSlot: {
     flex: 1,
     minWidth: 0,
-    borderRadius: 0,
+    borderRadius: 999,
     backgroundColor: "transparent",
+    borderWidth: 0,
+    borderColor: "transparent",
     justifyContent: "center",
-    minHeight: 30,
+    minHeight: 32,
     position: "relative",
   },
   placeholderLayer: {
     position: "absolute",
-    left: 4,
-    right: 4,
-    top: 0,
+    left: 10,
+    right: 10,
+    top: 1,
     bottom: 0,
     justifyContent: "center",
   },
   placeholderText: {
     fontFamily: Fonts.sans,
-    fontSize: 14,
+    fontSize: 14.5,
     lineHeight: INPUT_LINE_HEIGHT,
     includeFontPadding: false,
   },
   input: {
-    borderRadius: 0,
-    paddingHorizontal: 4,
-    paddingTop: Platform.OS === "ios" ? 2 : 1,
-    paddingBottom: Platform.OS === "ios" ? 2 : 1,
+    width: "100%",
+    minWidth: 0,
+    flexShrink: 1,
+    borderRadius: 999,
+    paddingHorizontal: 10,
+    paddingTop: INPUT_PADDING_TOP,
+    paddingBottom: INPUT_PADDING_BOTTOM,
     marginTop: 0,
     fontFamily: Fonts.sans,
-    fontSize: 14,
+    fontSize: 14.5,
     lineHeight: INPUT_LINE_HEIGHT,
     letterSpacing: 0.1,
     backgroundColor: "transparent",
     includeFontPadding: false,
-    textAlignVertical: Platform.OS === "android" ? "center" : "top",
+    overflow: "hidden",
+    textAlignVertical: "top",
   },
 });
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index 43da5cd..ec6235d 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -4,6 +4,7 @@ import React from "react";
 import { Pressable, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import { ACTION_GAP, CHIP_BORDER_WIDTH, CHIP_HEIGHT, CHIP_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { getItemImageDecoration, getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -182,17 +183,21 @@ function OutfitMessage({
         })}
       </View>
 
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: ACTION_GAP }}>
         <Pressable
           onPress={onSave}
           disabled={saving}
           style={({ pressed }) => ({
-            paddingHorizontal: 14,
-            paddingVertical: 10,
-            borderRadius: 999,
+            height: CHIP_HEIGHT,
+            minHeight: CHIP_HEIGHT,
+            paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+            paddingVertical: 0,
+            borderRadius: PILL_RADIUS,
             backgroundColor: "rgba(243,223,195,0.16)",
-            borderWidth: 1,
+            borderWidth: CHIP_BORDER_WIDTH,
             borderColor: "rgba(243,223,195,0.24)",
+            alignItems: "center",
+            justifyContent: "center",
             opacity: pressed ? 0.86 : 1,
           })}
         >
@@ -201,12 +206,16 @@ function OutfitMessage({
         <Pressable
           onPress={() => onSwap(outfit)}
           style={({ pressed }) => ({
-            paddingHorizontal: 14,
-            paddingVertical: 10,
-            borderRadius: 999,
+            height: CHIP_HEIGHT,
+            minHeight: CHIP_HEIGHT,
+            paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+            paddingVertical: 0,
+            borderRadius: PILL_RADIUS,
             backgroundColor: auraTheme.surfaceSoft,
-            borderWidth: 1,
+            borderWidth: CHIP_BORDER_WIDTH,
             borderColor: auraTheme.borderSoft,
+            alignItems: "center",
+            justifyContent: "center",
             opacity: pressed ? 0.82 : 1,
           })}
         >
@@ -215,11 +224,15 @@ function OutfitMessage({
         <Pressable
           onPress={() => onMoreLikeThis(outfit)}
           style={({ pressed }) => ({
-            paddingHorizontal: 14,
-            paddingVertical: 10,
-            borderRadius: 999,
-            borderWidth: 1,
+            height: CHIP_HEIGHT,
+            minHeight: CHIP_HEIGHT,
+            paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+            paddingVertical: 0,
+            borderRadius: PILL_RADIUS,
+            borderWidth: CHIP_BORDER_WIDTH,
             borderColor: "rgba(255,255,255,0.04)",
+            alignItems: "center",
+            justifyContent: "center",
             opacity: pressed ? 0.82 : 1,
           })}
         >
diff --git a/src/components/ai/chatTypes.ts b/src/components/ai/chatTypes.ts
index e68fad1..2b1c757 100644
--- a/src/components/ai/chatTypes.ts
+++ b/src/components/ai/chatTypes.ts
@@ -7,6 +7,8 @@ export type ChatImageAttachment = {
   type: "image";
   uri: string;
   localUri?: string | null;
+  mimeType?: string | null;
+  storagePath?: string | null;
   groupId?: string | null;
   role?: ChatAttachmentGroupRole;
   width?: number | null;
@@ -18,6 +20,8 @@ export type ChatAudioAttachment = {
   type: "audio";
   uri: string;
   localUri?: string | null;
+  mimeType?: string | null;
+  storagePath?: string | null;
   durationMs?: number | null;
   transcript?: string | null;
 };
@@ -42,4 +46,7 @@ export type AIMessage = {
   outfits?: ChatOutfit[];
   aura?: AuraResponse;
   createdAt: number;
+  clientCreatedAt?: number;
+  localSequence?: number;
+  replyToMessageId?: string | null;
 };
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index dfbf867..0a0d76d 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -13,6 +13,7 @@ import {
 } from "firebase/firestore";
 
 import { db } from "@/src/lib/firebase";
+import { orderChatMessages, toMessageMillis } from "@/src/lib/chatMessageOrder";
 import { setCachedChatList, setCachedRecentMessages } from "@/src/lib/localCache";
 import type { AIMessage, ChatAttachment } from "@/src/components/ai/chatTypes";
 import type {
@@ -255,8 +256,11 @@ function toChatThread(snapshot: { id: string; data: () => Record<string, unknown
       lastMessagePreview: rawPreview,
       titleEdited: data.titleEdited === true,
     }),
-    createdAt: typeof data.createdAt === "number" ? data.createdAt : Date.now(),
-    updatedAt: typeof data.updatedAt === "number" ? data.updatedAt : Date.now(),
+    createdAt:
+      toMessageMillis(data.createdAt) ??
+      toMessageMillis(data.clientCreatedAt) ??
+      Date.now(),
+    updatedAt: toMessageMillis(data.updatedAt) ?? Date.now(),
     lastMessagePreview: sanitizeStoredPreview(rawPreview),
     messageCount: typeof data.messageCount === "number" ? data.messageCount : 0,
     threadId: typeof data.threadId === "string" ? data.threadId : null,
@@ -305,7 +309,19 @@ function toChatMessage(snapshot: { id: string; data: () => Record<string, unknow
     streaming: typeof data.streaming === "boolean" ? data.streaming : undefined,
     outfits: Array.isArray(data.outfits) ? (data.outfits as AIMessage["outfits"]) : undefined,
     aura,
-    createdAt: typeof data.createdAt === "number" ? data.createdAt : Date.now(),
+    createdAt:
+      toMessageMillis(data.createdAt) ??
+      toMessageMillis(data.clientCreatedAt) ??
+      Date.now(),
+    clientCreatedAt:
+      toMessageMillis(data.clientCreatedAt) ??
+      toMessageMillis(data.createdAt) ??
+      undefined,
+    localSequence:
+      typeof data.localSequence === "number" && Number.isFinite(data.localSequence)
+        ? data.localSequence
+        : undefined,
+    replyToMessageId: typeof data.replyToMessageId === "string" ? data.replyToMessageId : null,
   };
 }
 
@@ -569,7 +585,9 @@ export async function loadChatThread(uid: string, chatId: string) {
 
 export async function loadChatMessages(uid: string, chatId: string) {
   const snap = await getDocs(query(messageCollectionRef(uid, chatId), orderBy("createdAt", "asc")));
-  const messages = snap.docs.map((entry) => toChatMessage(entry)).filter((entry): entry is AIMessage => !!entry);
+  const messages = orderChatMessages(
+    snap.docs.map((entry) => toChatMessage(entry)).filter((entry): entry is AIMessage => !!entry),
+  );
   void setCachedRecentMessages(uid, chatId, messages);
   return messages;
 }
@@ -584,6 +602,7 @@ export async function appendMessageToChat(
   const messageRef = doc(messageCollectionRef(uid, chatId), message.id);
   const now = Date.now();
   const sanitizedAura = message.aura ? stripUndefinedDeep(message.aura) : undefined;
+  const persistedAttachments = message.attachments?.filter((attachment) => attachment.type === "image") ?? [];
   const threadSnap = await getDoc(chatRef);
   const existingThread = threadSnap.exists() ? toChatThread(threadSnap) : null;
   const batch = writeBatch(db);
@@ -592,11 +611,20 @@ export async function appendMessageToChat(
     ...(message.kind ? { kind: message.kind } : {}),
     ...(message.text ? { text: message.text } : {}),
     ...(message.assistantIntroText ? { assistantIntroText: message.assistantIntroText } : {}),
-    ...(message.attachments?.length ? { attachments: message.attachments } : {}),
+    ...(persistedAttachments.length ? { attachments: persistedAttachments } : {}),
     ...(typeof message.streaming === "boolean" ? { streaming: message.streaming } : {}),
     ...(message.outfits ? { outfits: message.outfits } : {}),
     ...(sanitizedAura ? { aura: sanitizedAura } : {}),
-    createdAt: typeof message.createdAt === "number" ? message.createdAt : now,
+    createdAt:
+      toMessageMillis(message.createdAt) ??
+      toMessageMillis(message.clientCreatedAt) ??
+      now,
+    clientCreatedAt:
+      toMessageMillis(message.clientCreatedAt) ??
+      toMessageMillis(message.createdAt) ??
+      now,
+    ...(typeof message.localSequence === "number" ? { localSequence: message.localSequence } : {}),
+    ...(message.replyToMessageId ? { replyToMessageId: message.replyToMessageId } : {}),
   });
   if (DEBUG_AURA_CLIENT && sanitizedAura?.lookOptions?.length) {
     console.log("[AURA_MULTI]", "storing multi-look chat message", {
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 991fed7..16b9147 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -114,11 +114,25 @@ type AskAuraStreamCallbacks = {
   onStatus?: (status: string) => void;
   onDelta?: (delta: string) => void;
   onFinal?: (data: AuraResponse) => void;
+  signal?: AbortSignal | null;
 };
 
 const STREAM_CHUNK_DELAY_MS = 34;
 const MAX_STREAM_SEGMENT_LENGTH = 12;
 
+function createAuraStreamAbortError() {
+  const error = new Error("AURA stream stopped.");
+  error.name = "AbortError";
+  return error;
+}
+
+export function isAuraStreamAbortError(error: unknown) {
+  const candidate = error as { name?: unknown; message?: unknown };
+  const name = String(candidate?.name ?? "");
+  const message = String(candidate?.message ?? "").toLowerCase();
+  return name === "AbortError" || message.includes("aura stream stopped") || message.includes("aborted");
+}
+
 function getAskAuraStreamUrl() {
   const projectId = process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID;
   return `https://us-central1-${projectId}.cloudfunctions.net/askAuraStream`;
@@ -135,8 +149,19 @@ function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
     attachments: args.attachments?.map((attachment) => ({
       type: attachment.type,
       hasUri: !!attachment.uri,
+      uriHost: (() => {
+        try {
+          return new URL(attachment.uri).hostname;
+        } catch {
+          return null;
+        }
+      })(),
+      mimeType: attachment.mimeType ?? null,
+      storagePath: attachment.storagePath ?? null,
       role: attachment.type === "image" ? attachment.role ?? null : null,
       groupId: attachment.type === "image" ? attachment.groupId ?? null : null,
+      width: attachment.type === "image" ? attachment.width ?? null : null,
+      height: attachment.type === "image" ? attachment.height ?? null : null,
     })),
     clientIntent: args.clientIntent ?? null,
     hasLinkPreview: !!args.linkPreview,
@@ -482,10 +507,11 @@ function splitDeltaForDisplay(delta: string) {
   });
 }
 
-async function emitDeltaSmoothly(delta: string, onDelta?: (delta: string) => void) {
+async function emitDeltaSmoothly(delta: string, onDelta?: (delta: string) => void, signal?: AbortSignal | null) {
   if (!onDelta || !delta) return;
   const parts = splitDeltaForDisplay(delta);
   for (let index = 0; index < parts.length; index += 1) {
+    if (signal?.aborted) throw createAuraStreamAbortError();
     onDelta(parts[index]);
     if (index < parts.length - 1) {
       await sleep(STREAM_CHUNK_DELAY_MS);
@@ -501,6 +527,7 @@ function processEventLines(
   const lines = chunk.split("\n");
   return lines.reduce<Promise<void>>(async (previous, line) => {
     await previous;
+    if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
     const trimmed = line.trim();
     if (!trimmed) return;
     const event = JSON.parse(trimmed) as
@@ -511,7 +538,7 @@ function processEventLines(
 
     if (event.type === "status") callbacks.onStatus?.(event.status);
     if (event.type === "delta") {
-      await emitDeltaSmoothly(event.delta, callbacks.onDelta);
+      await emitDeltaSmoothly(event.delta, callbacks.onDelta, callbacks.signal);
     }
     if (event.type === "final") {
       if (DEBUG_AURA_CLIENT) {
@@ -546,20 +573,53 @@ async function askAuraStreamWithXhr(
 ) {
   return new Promise<AuraResponse>((resolve, reject) => {
     const xhr = new XMLHttpRequest();
+    xhr.timeout = 30000;
+    const signal = callbacks.signal;
     let processedLength = 0;
     let pendingBuffer = "";
     let finalData: AuraResponse | null = null;
     let isSettled = false;
     let processingQueue = Promise.resolve();
 
+    const cleanupAbortListener = () => {
+      signal?.removeEventListener("abort", handleAbort);
+    };
+
     const settleError = (error: unknown) => {
       if (isSettled) return;
       isSettled = true;
+      cleanupAbortListener();
       reject(error instanceof Error ? error : new Error("AURA stream failed."));
     };
 
+    const settleSuccess = (data: AuraResponse) => {
+      if (isSettled) return;
+      isSettled = true;
+      cleanupAbortListener();
+      resolve(data);
+    };
+
+    const handleAbort = () => {
+      if (isSettled) return;
+      isSettled = true;
+      cleanupAbortListener();
+      try {
+        xhr.abort();
+      } catch {
+        // Ignore platform-specific abort cleanup failures.
+      }
+      reject(createAuraStreamAbortError());
+    };
+
+    if (signal?.aborted) {
+      settleError(createAuraStreamAbortError());
+      return;
+    }
+    signal?.addEventListener("abort", handleAbort, { once: true });
+
     const flushResponseText = () => {
       processingQueue = processingQueue.then(async () => {
+        if (signal?.aborted) throw createAuraStreamAbortError();
         const responseText = xhr.responseText ?? "";
         if (responseText.length <= processedLength) return;
         const nextChunk = responseText.slice(processedLength);
@@ -599,19 +659,13 @@ async function askAuraStreamWithXhr(
             }
 
             if (finalData) {
-              if (!isSettled) {
-                isSettled = true;
-                resolve(finalData);
-              }
+              settleSuccess(finalData);
               return;
             }
 
             const fallback = await askAura(args);
             callbacks.onFinal?.(fallback);
-            if (!isSettled) {
-              isSettled = true;
-              resolve(fallback);
-            }
+            settleSuccess(fallback);
           })
           .catch(settleError);
       }
@@ -632,10 +686,12 @@ export async function askAuraStream(
   callbacks: AskAuraStreamCallbacks = {}
 ): Promise<AuraResponse> {
   const enrichedArgs = sanitizeAuraArgs(await withClientLinkPreview(args));
+  if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
   const currentUser = auth.currentUser;
   const token = await currentUser?.getIdToken();
 
   if (!token) {
+    if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
     logAuraRequest("callable_fallback_no_token", enrichedArgs);
     return askAura(enrichedArgs);
   }
@@ -644,6 +700,7 @@ export async function askAuraStream(
     try {
       return await askAuraStreamWithXhr(enrichedArgs, token, callbacks);
     } catch (error) {
+      if (isAuraStreamAbortError(error)) throw error;
       if (DEBUG_AURA_CLIENT) {
         console.log("[AURA_STREAM_FALLBACK]", "xhr stream failed, using callable fallback", {
           error: error instanceof Error ? error.message : String(error),
@@ -660,6 +717,7 @@ export async function askAuraStream(
   const body = JSON.stringify(enrichedArgs);
   let response: Response;
   try {
+    if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
     response = await fetch(url, {
       method: "POST",
       headers: {
@@ -667,8 +725,10 @@ export async function askAuraStream(
         Authorization: `Bearer ${token}`,
       },
       body,
+      signal: callbacks.signal ?? undefined,
     });
   } catch (error) {
+    if (isAuraStreamAbortError(error)) throw error;
     if (DEBUG_AURA_CLIENT) {
       console.log("[AURA_STREAM_FALLBACK]", "fetch stream failed before response, using callable fallback", {
         error: error instanceof Error ? error.message : String(error),
@@ -705,6 +765,7 @@ export async function askAuraStream(
   let finalData: AuraResponse | null = null;
 
   while (true) {
+    if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
     const { done, value } = await reader.read();
     if (done) break;
 
@@ -723,13 +784,20 @@ export async function askAuraStream(
   return fallback;
 }
 
-export async function transcribeAuraAudio(audioUrl: string): Promise<string> {
+export async function transcribeAuraAudio(params: {
+  storagePath: string;
+  mimeType: string;
+  durationMs?: number | null;
+}): Promise<string> {
   const functions = getFunctions(app);
-  const callable = httpsCallable<{ audioUrl: string }, { ok: boolean; transcript: string }>(
+  const callable = httpsCallable<
+    { storagePath: string; mimeType: string; durationMs?: number | null },
+    { transcript: string }
+  >(
     functions,
     "transcribeAuraAudio"
   );
-  const result = await callable({ audioUrl });
+  const result = await callable(params);
   return result.data.transcript;
 }
 
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
index d8ff3fc..f0d8beb 100644
--- a/src/lib/auraAttachments.ts
+++ b/src/lib/auraAttachments.ts
@@ -1,8 +1,9 @@
 import * as FileSystem from "expo-file-system/legacy";
+import * as ImageManipulator from "expo-image-manipulator";
 import { getDownloadURL, ref, uploadBytes } from "firebase/storage";
 import { addDoc, collection, doc, setDoc, updateDoc } from "firebase/firestore";
 
-import type { ChatAttachment, ChatImageAttachment } from "@/src/components/ai/chatTypes";
+import type { ChatAttachment, ChatAudioAttachment, ChatImageAttachment } from "@/src/components/ai/chatTypes";
 import { removeBackground } from "@/src/bg/removeBackground";
 import { normalizeCutoutImage } from "@/src/lib/cutoutNormalize";
 import { db, storage } from "@/src/lib/firebase";
@@ -15,6 +16,7 @@ const AURA_DRAFT_LOG = "[AURA_DRAFT]";
 const AURA_CUTOUT_LOG = "[AURA_CUTOUT]";
 const MIN_USABLE_CUTOUT_TRANSPARENCY = 0.05;
 const AURA_CUTOUT_TIMEOUT_MS = 25_000;
+const MAX_TRANSCRIPTION_AUDIO_BYTES = 10 * 1024 * 1024;
 const fileSystem = FileSystem as unknown as {
   cacheDirectory?: string | null;
   downloadAsync?: (uri: string, fileUri: string) => Promise<{ uri: string }>;
@@ -61,34 +63,104 @@ function contentTypeForAttachment(attachment: ChatAttachment) {
   return "image/jpeg";
 }
 
-export async function uploadAuraAttachment(uid: string, attachment: ChatAttachment) {
+async function jpegUploadSourceForAttachment(attachment: ChatAttachment) {
   const sourceUri = attachment.localUri || attachment.uri;
   if (!sourceUri) throw new Error("Missing attachment URI.");
+  if (attachment.type !== "image" || /^https?:\/\//i.test(sourceUri)) {
+    return {
+      sourceUri,
+      uploadUri: sourceUri,
+      contentType: contentTypeForAttachment(attachment),
+      extension: extensionForAttachment(attachment),
+      normalized: false,
+      width: attachment.type === "image" ? attachment.width ?? null : null,
+      height: attachment.type === "image" ? attachment.height ?? null : null,
+    };
+  }
+
+  try {
+    const normalized = await ImageManipulator.manipulateAsync(sourceUri, [], {
+      compress: 0.92,
+      format: ImageManipulator.SaveFormat.JPEG,
+    });
+    console.log(AURA_UPLOAD_LOG, "normalized image attachment for upload", {
+      attachmentId: attachment.id,
+      sourceMimeType: attachment.mimeType ?? null,
+      sourceWidth: attachment.width ?? null,
+      sourceHeight: attachment.height ?? null,
+      normalizedWidth: normalized.width ?? null,
+      normalizedHeight: normalized.height ?? null,
+      outputMimeType: "image/jpeg",
+    });
+    return {
+      sourceUri,
+      uploadUri: normalized.uri,
+      contentType: "image/jpeg",
+      extension: "jpg",
+      normalized: true,
+      width: normalized.width ?? attachment.width ?? null,
+      height: normalized.height ?? attachment.height ?? null,
+    };
+  } catch (error) {
+    console.log(AURA_UPLOAD_LOG, "image normalization failed", {
+      attachmentId: attachment.id,
+      sourceMimeType: attachment.mimeType ?? null,
+      reason: error instanceof Error ? error.message : String(error),
+    });
+    throw new Error("Unable to prepare that image for AURA. Try a JPEG or PNG photo.");
+  }
+}
+
+export async function uploadAuraAttachment(uid: string, attachment: ChatAttachment) {
+  if (attachment.type === "audio") {
+    throw new Error("Voice input is transcribed as text before sending.");
+  }
+  const uploadSource = await jpegUploadSourceForAttachment(attachment);
+  const sourceUri = uploadSource.sourceUri;
   if (/^https?:\/\//i.test(sourceUri)) return attachment;
 
   console.log(AURA_UPLOAD_LOG, "starting attachment upload", {
     uid,
     attachmentId: attachment.id,
     type: attachment.type,
+    sourceMimeType: attachment.mimeType ?? null,
+    uploadContentType: uploadSource.contentType,
+    normalized: uploadSource.normalized,
   });
-  const blob = await blobFromFileUri(sourceUri);
-  const storagePath = `users/${uid}/auraAttachments/${Date.now()}-${attachment.id}.${extensionForAttachment(attachment)}`;
+  const blob = await blobFromFileUri(uploadSource.uploadUri);
+  const storagePath = `users/${uid}/auraAttachments/${Date.now()}-${attachment.id}.${uploadSource.extension}`;
   const fileRef = ref(storage, storagePath);
   await uploadBytes(fileRef, blob, {
-    contentType: contentTypeForAttachment(attachment),
+    contentType: uploadSource.contentType,
   });
   const uri = await getDownloadURL(fileRef);
   console.log(AURA_UPLOAD_LOG, "attachment upload complete", {
     uid,
     attachmentId: attachment.id,
     type: attachment.type,
+    uploadContentType: uploadSource.contentType,
+    uploadedBytes: typeof blob.size === "number" ? blob.size : null,
     storagePath,
-    uri,
+    uriHost: (() => {
+      try {
+        return new URL(uri).hostname;
+      } catch {
+        return null;
+      }
+    })(),
   });
   return {
     ...attachment,
     uri,
     localUri: attachment.localUri ?? sourceUri,
+    mimeType: uploadSource.contentType,
+    storagePath,
+    ...(attachment.type === "image"
+      ? {
+          width: uploadSource.width,
+          height: uploadSource.height,
+        }
+      : {}),
   };
 }
 
@@ -101,6 +173,38 @@ export async function uploadAuraAttachments(uid: string, attachments: ChatAttach
   return Promise.all(attachments.map((attachment) => uploadAuraAttachment(uid, attachment)));
 }
 
+export async function uploadAuraTranscriptionAudio(
+  uid: string,
+  attachment: Pick<ChatAudioAttachment, "id" | "uri" | "localUri" | "mimeType" | "durationMs">,
+) {
+  const sourceUri = attachment.localUri || attachment.uri;
+  if (!sourceUri) throw new Error("Missing voice recording.");
+  const contentType =
+    attachment.mimeType && (/^audio\//i.test(attachment.mimeType) || attachment.mimeType === "video/mp4")
+      ? attachment.mimeType
+      : "audio/mp4";
+  const blob = await blobFromFileUri(sourceUri);
+  if (typeof blob.size === "number" && blob.size > MAX_TRANSCRIPTION_AUDIO_BYTES) {
+    throw new Error("That voice recording is too large. Try a shorter note.");
+  }
+  const recordingId = String(attachment.id ?? `${Date.now()}`).replace(/[^A-Za-z0-9._-]/g, "-");
+  const storagePath = `users/${uid}/tmp/transcription/${Date.now()}-${recordingId}.m4a`;
+  const fileRef = ref(storage, storagePath);
+  await uploadBytes(fileRef, blob, { contentType });
+  console.log(AURA_UPLOAD_LOG, "temporary transcription audio uploaded", {
+    uid,
+    storagePath,
+    contentType,
+    uploadedBytes: typeof blob.size === "number" ? blob.size : null,
+    durationMs: attachment.durationMs ?? null,
+  });
+  return {
+    storagePath,
+    mimeType: contentType,
+    durationMs: attachment.durationMs ?? null,
+  };
+}
+
 function imageRecordForAttachment(attachment: ChatImageAttachment, isPrimary: boolean) {
   return {
     originalUrl: attachment.uri,
diff --git a/src/lib/chatMessageOrder.ts b/src/lib/chatMessageOrder.ts
new file mode 100644
index 0000000..2028637
--- /dev/null
+++ b/src/lib/chatMessageOrder.ts
@@ -0,0 +1,73 @@
+import type { AIMessage } from "@/src/components/ai/chatTypes";
+
+type OrderableMessage = Pick<AIMessage, "id"> &
+  Partial<Pick<AIMessage, "createdAt" | "clientCreatedAt" | "localSequence" | "replyToMessageId">>;
+
+export function toMessageMillis(value: unknown): number | null {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  if (value instanceof Date) {
+    const millis = value.getTime();
+    return Number.isFinite(millis) ? millis : null;
+  }
+  if (value && typeof value === "object") {
+    const timestamp = value as {
+      toMillis?: () => number;
+      toDate?: () => Date;
+      seconds?: number;
+      nanoseconds?: number;
+    };
+    if (typeof timestamp.toMillis === "function") {
+      const millis = timestamp.toMillis();
+      return Number.isFinite(millis) ? millis : null;
+    }
+    if (typeof timestamp.toDate === "function") {
+      const date = timestamp.toDate();
+      const millis = date?.getTime?.();
+      return Number.isFinite(millis) ? millis : null;
+    }
+    if (typeof timestamp.seconds === "number") {
+      return timestamp.seconds * 1000 + Math.floor((timestamp.nanoseconds ?? 0) / 1000000);
+    }
+  }
+  return null;
+}
+
+function millisFromMessageId(id: string) {
+  const match = /^msg-(\d+)-/.exec(id);
+  if (!match) return null;
+  const millis = Number(match[1]);
+  return Number.isFinite(millis) ? millis : null;
+}
+
+export function messageOrderMillis(message: OrderableMessage) {
+  return (
+    toMessageMillis(message.clientCreatedAt) ??
+    toMessageMillis(message.createdAt) ??
+    millisFromMessageId(message.id) ??
+    0
+  );
+}
+
+function messageSequence(message: OrderableMessage, fallbackIndex: number) {
+  return typeof message.localSequence === "number" && Number.isFinite(message.localSequence)
+    ? message.localSequence
+    : fallbackIndex;
+}
+
+export function orderChatMessages<T extends OrderableMessage>(messages: T[]): T[] {
+  const originalIndex = new Map(messages.map((message, index) => [message.id, index]));
+  return [...messages].sort((left, right) => {
+    if (left.replyToMessageId === right.id) return 1;
+    if (right.replyToMessageId === left.id) return -1;
+
+    const leftMillis = messageOrderMillis(left);
+    const rightMillis = messageOrderMillis(right);
+    if (leftMillis !== rightMillis) return leftMillis - rightMillis;
+
+    const leftSequence = messageSequence(left, originalIndex.get(left.id) ?? 0);
+    const rightSequence = messageSequence(right, originalIndex.get(right.id) ?? 0);
+    if (leftSequence !== rightSequence) return leftSequence - rightSequence;
+
+    return left.id.localeCompare(right.id);
+  });
+}
diff --git a/src/lib/localCache.ts b/src/lib/localCache.ts
index 04c863e..03525ba 100644
--- a/src/lib/localCache.ts
+++ b/src/lib/localCache.ts
@@ -1,5 +1,6 @@
 import { Storage } from "@/src/lib/storage";
 import type { AIMessage } from "@/src/components/ai/chatTypes";
+import { orderChatMessages, toMessageMillis } from "@/src/lib/chatMessageOrder";
 import type { AIChatThread } from "@/src/lib/aiChats";
 import type { MinimumClosetProgress } from "@/src/lib/minimumCloset";
 import type { SavedAuraLookRecord } from "@/src/lib/auraLooks";
@@ -277,7 +278,19 @@ function sanitizeChatMessageForCache(message: AIMessage): AIMessage | null {
     attachments: attachments?.length ? attachments : undefined,
     outfits: message.outfits,
     aura: message.aura ? sanitizeDeep(message.aura) : undefined,
-    createdAt: toMillis(message.createdAt) ?? Date.now(),
+    createdAt:
+      toMessageMillis(message.createdAt) ??
+      toMessageMillis(message.clientCreatedAt) ??
+      Date.now(),
+    clientCreatedAt:
+      toMessageMillis(message.clientCreatedAt) ??
+      toMessageMillis(message.createdAt) ??
+      undefined,
+    localSequence:
+      typeof message.localSequence === "number" && Number.isFinite(message.localSequence)
+        ? message.localSequence
+        : undefined,
+    replyToMessageId: message.replyToMessageId ?? undefined,
   }) as AIMessage;
 }
 
@@ -389,10 +402,11 @@ export function setCachedRecentMessages(uid: string, chatId: string, messages: A
   return writeCache(
     uid,
     `chat-messages:${chatId}`,
-    (Array.isArray(messages) ? messages : [])
-      .map(sanitizeChatMessageForCache)
-      .filter((message): message is AIMessage => !!message)
-      .slice(-MAX_CACHED_CHAT_MESSAGES)
+    orderChatMessages(
+      (Array.isArray(messages) ? messages : [])
+        .map(sanitizeChatMessageForCache)
+        .filter((message): message is AIMessage => !!message),
+    ).slice(-MAX_CACHED_CHAT_MESSAGES)
   );
 }
 
diff --git a/src/lib/localChatCache.ts b/src/lib/localChatCache.ts
index 1c9077b..3b56ddd 100644
--- a/src/lib/localChatCache.ts
+++ b/src/lib/localChatCache.ts
@@ -6,8 +6,9 @@ const MAX_SESSIONS = 6;
 const DEBUG_LOCAL_CHAT_CACHE = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 
 function logSession(event: string, data: Record<string, unknown>) {
-  if (!DEBUG_LOCAL_CHAT_CACHE) return;
-  console.log(`[AIChatSession] ${event}`, data);
+  if (__DEV__ && DEBUG_LOCAL_CHAT_CACHE) {
+    console.log(`[AIChatSession] ${event}`, data);
+  }
 }
 
 export type LocalChatSession<T> = {

From 988b5429cf7df163890997275edaf7e21727703a Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 19:05:27 -0500
Subject: [PATCH 41/93] polish(app): refine home, looks, laundry, and visual
 controls

---
 app.json                                   |  2 +-
 app/(tabs)/index.tsx                       | 10 +++-
 app/(tabs)/item/[id].tsx                   | 62 +++++++++++++++-------
 app/(tabs)/laundry.tsx                     |  2 +-
 app/profile/my-looks.tsx                   |  3 +-
 src/components/aura/AuraGradientButton.tsx |  7 +--
 src/components/aura/AuraLookCard.tsx       | 42 ++++++++++-----
 src/components/home/HomeHero.tsx           | 13 ++---
 src/components/home/QuickActionRail.tsx    | 15 +++---
 src/components/home/SmartToolsGrid.tsx     | 10 ++--
 src/constants/auraControls.ts              |  7 +++
 src/constants/routes.ts                    |  1 +
 src/lib/auraLookLayouts.ts                 |  7 ++-
 src/utils/dailyOutfits.ts                  | 44 ++++++++-------
 14 files changed, 148 insertions(+), 77 deletions(-)
 create mode 100644 src/constants/auraControls.ts
 create mode 100644 src/constants/routes.ts

diff --git a/app.json b/app.json
index 539c8a2..5f8cc19 100644
--- a/app.json
+++ b/app.json
@@ -51,7 +51,7 @@
           "image": "./assets/images/splash-icon.png",
           "imageWidth": 200,
           "resizeMode": "contain",
-          "backgroundColor": "#ffffff",
+          "backgroundColor": "#000000",
           "dark": {
             "backgroundColor": "#000000"
           }
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index 59a358d..74767f6 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -22,6 +22,7 @@ import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartTools
 import { HOME_DEFERRED_FEATURES } from "@/src/components/home/homeDeferredFeatures";
 import { homeTypography } from "@/src/components/home/homeTypography";
 import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
+import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useLocalWeather } from "@/src/hooks/useLocalWeather";
@@ -768,6 +769,13 @@ export default function HomeScreen() {
         icon: "assistant",
         onPress: () => router.push("/(tabs)/ai"),
       },
+      {
+        key: "aura-training",
+        title: "AURA Training",
+        subtitle: "Swipe outfit edits so AURA learns your taste",
+        icon: "gesture-swipe-horizontal",
+        onPress: () => router.push(AURA_TRAINING_ROUTE),
+      },
       {
         key: "closet",
         title: "Closet",
@@ -946,7 +954,7 @@ export default function HomeScreen() {
               <AuraTrainingCard
                 colors={colors}
                 variant="home"
-                onPress={() => router.push("/aura/swipe")}
+                onPress={() => router.push(AURA_TRAINING_ROUTE)}
               />
             </RevealSection>
 
diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index 88100db..7de92be 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -299,23 +299,27 @@ export default function ItemDetailsScreen() {
       : baseUri.endsWith(".jpg") || baseUri.endsWith(".jpeg")
         ? "jpg"
         : "unknown";
-    console.log("[ItemScreen] displaying image URI:", itemImageUri);
-    console.log("[ItemScreen] displayed image suffix:", kind);
+    if (__DEV__) {
+      console.log("[ItemScreen] displaying image URI:", itemImageUri);
+      console.log("[ItemScreen] displayed image suffix:", kind);
+    }
   }, [itemImageUri]);
 
   useEffect(() => {
     if (!item) return;
     setPatternDraft(item.pattern ?? "");
     setMaterialDraft(item.material ?? "");
-    console.log("[ItemScreen] image fields:", {
-      itemId: item.id,
-      photos: item.photos ?? null,
-      photoUrl: item.photoUrl ?? null,
-      photoUri: item.photoUri ?? null,
-      cleanedUrl: (item as any).cleanedUrl ?? null,
-      cleanedPhotoUrl: (item as any).cleanedPhotoUrl ?? null,
-      selectedImageUri: itemImageUri,
-    });
+    if (__DEV__) {
+      console.log("[ItemScreen] image fields:", {
+        itemId: item.id,
+        photos: item.photos ?? null,
+        photoUrl: item.photoUrl ?? null,
+        photoUri: item.photoUri ?? null,
+        cleanedUrl: (item as any).cleanedUrl ?? null,
+        cleanedPhotoUrl: (item as any).cleanedPhotoUrl ?? null,
+        selectedImageUri: itemImageUri,
+      });
+    }
   }, [item, itemImageUri]);
 
   useEffect(() => {
@@ -337,7 +341,9 @@ export default function ItemDetailsScreen() {
         setLoading(false);
       },
       (err) => {
-        console.log(err);
+        if (__DEV__) {
+          console.log(err);
+        }
         Alert.alert("Error", err.message);
         setLoading(false);
       }
@@ -356,7 +362,9 @@ export default function ItemDetailsScreen() {
       void runHaptic("light");
       Toast.success("Marked worn", "Wear count updated.");
     } catch (e: any) {
-      console.log(e);
+      if (__DEV__) {
+        console.log(e);
+      }
       Toast.error("Update failed", e?.message ?? "Failed to mark item as worn");
     } finally {
       setActionLoading(false);
@@ -372,7 +380,9 @@ export default function ItemDetailsScreen() {
       void runHaptic("light");
       Toast.laundryUpdated("Piece moved to laundry.");
     } catch (e: any) {
-      console.log(e);
+      if (__DEV__) {
+        console.log(e);
+      }
       Toast.error("Laundry update failed", e?.message ?? "Failed to send item to laundry");
     } finally {
       setActionLoading(false);
@@ -387,7 +397,9 @@ export default function ItemDetailsScreen() {
       void runHaptic("light");
       Toast.laundryUpdated("Piece marked needs wash.");
     } catch (e: any) {
-      console.log(e);
+      if (__DEV__) {
+        console.log(e);
+      }
       Toast.error("Laundry update failed", e?.message ?? "Failed to mark item as needs wash");
     } finally {
       setActionLoading(false);
@@ -418,7 +430,9 @@ export default function ItemDetailsScreen() {
             void runHaptic("light");
             Toast.laundryUpdated("Piece is clean and ready.");
           } catch (e: any) {
-            console.log(e);
+            if (__DEV__) {
+              console.log(e);
+            }
             Toast.error("Laundry update failed", e?.message ?? "Failed to mark item as washed");
           } finally {
             setActionLoading(false);
@@ -444,7 +458,9 @@ export default function ItemDetailsScreen() {
               await deleteDoc(doc(db, "users", uid, "items", itemId));
               navigateBackToSource();
             } catch (e: any) {
-              console.log(e);
+              if (__DEV__) {
+                console.log(e);
+              }
               Alert.alert("Error", e?.message ?? "Failed to delete");
             }
           },
@@ -483,7 +499,9 @@ export default function ItemDetailsScreen() {
       });
       setColorSavedAt(Date.now());
     } catch (e: any) {
-      console.log(e);
+      if (__DEV__) {
+        console.log(e);
+      }
       Alert.alert("Error", e?.message ?? "Failed to save color");
     } finally {
       setColorSaving(false);
@@ -507,7 +525,9 @@ export default function ItemDetailsScreen() {
       });
       setColorSavedAt(Date.now());
     } catch (e: any) {
-      console.log(e);
+      if (__DEV__) {
+        console.log(e);
+      }
       Alert.alert("Error", e?.message ?? "Failed to reset AI color");
     } finally {
       setColorSaving(false);
@@ -521,7 +541,9 @@ export default function ItemDetailsScreen() {
         [field]: value,
       });
     } catch (e: any) {
-      console.log(e);
+      if (__DEV__) {
+        console.log(e);
+      }
       Alert.alert("Error", e?.message ?? `Failed to update ${field}`);
     }
   }
diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index 4f06bd4..4561759 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -463,7 +463,7 @@ const LaundryRow = React.memo(function LaundryRow({
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
         <RowAction label="Needs wash" disabled={disabled || activeStatus === "needs_wash"} onPress={() => onStatus(item.id, "needs_wash")} />
         <RowAction label="Move to laundry" disabled={disabled || activeStatus === "in_laundry"} onPress={() => onStatus(item.id, "in_laundry")} />
-        <RowAction label="Mark clean" disabled={disabled || activeStatus === "clean"} primary onPress={() => onStatus(item.id, "clean")} />
+        <RowAction label="Mark as washed" disabled={disabled || activeStatus === "clean"} primary onPress={() => onStatus(item.id, "clean")} />
       </View>
     </View>
   );
diff --git a/app/profile/my-looks.tsx b/app/profile/my-looks.tsx
index 92f1f76..20a4a50 100644
--- a/app/profile/my-looks.tsx
+++ b/app/profile/my-looks.tsx
@@ -7,6 +7,7 @@ import { Colors } from "@/constants/theme";
 import { SafeScreen } from "@/src/components/SafeScreen";
 import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
 import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
+import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import {
@@ -77,7 +78,7 @@ function EmptyState({ tab }: { tab: TabKey }) {
       title: "No favourites yet",
       subtext: "Save looks from AURA chat or swipe up in training mode",
       button: "Train AURA →",
-      onPress: () => router.push("/aura/swipe"),
+      onPress: () => router.push(AURA_TRAINING_ROUTE),
     },
   }[tab];
 
diff --git a/src/components/aura/AuraGradientButton.tsx b/src/components/aura/AuraGradientButton.tsx
index 40291fc..b1ac1d6 100644
--- a/src/components/aura/AuraGradientButton.tsx
+++ b/src/components/aura/AuraGradientButton.tsx
@@ -4,6 +4,7 @@ import { StyleSheet, Text, View, type StyleProp, type TextStyle, type ViewStyle
 
 import { Fonts, ThemeTokens } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { CTA_HEIGHT, PILL_RADIUS } from "@/src/constants/auraControls";
 
 const palette = ThemeTokens.dark;
 
@@ -69,8 +70,8 @@ export default function AuraGradientButton({
 
 const styles = StyleSheet.create({
   pressable: {
-    minHeight: 58,
-    borderRadius: palette.radii.button,
+    minHeight: CTA_HEIGHT,
+    borderRadius: PILL_RADIUS,
     overflow: "hidden",
     shadowColor: palette.colors.auraLavender,
     shadowOpacity: 0.24,
@@ -83,7 +84,7 @@ const styles = StyleSheet.create({
   inner: {
     flex: 1,
     margin: 1,
-    borderRadius: palette.radii.button - 1,
+    borderRadius: PILL_RADIUS,
     backgroundColor: "rgba(16,18,24,0.86)",
     alignItems: "center",
     justifyContent: "center",
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index df27f5b..ad48d18 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -25,6 +25,15 @@ import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { ItemDetailSheet } from "@/src/components/aura/ItemDetailSheet";
 import { AccessoryStrip } from "@/src/components/outfit/AccessoryStrip";
+import {
+  ACTION_GAP,
+  CHIP_BORDER_WIDTH,
+  CHIP_HEIGHT,
+  CHIP_HORIZONTAL_PADDING,
+  CTA_HEIGHT,
+  CTA_HORIZONTAL_PADDING,
+  PILL_RADIUS,
+} from "@/src/constants/auraControls";
 import { buildRenderPlan, type AuraLayoutItem, type AuraLayoutVariant } from "@/src/lib/auraLookLayouts";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
@@ -996,24 +1005,25 @@ const styles = StyleSheet.create({
   },
   actions: {
     flexDirection: "row",
-    gap: 12,
+    gap: ACTION_GAP,
     paddingTop: 2,
   },
   actionsHome: {
-    gap: 10,
+    gap: ACTION_GAP,
     paddingTop: 0,
   },
   actionButton: {
     flex: 1,
-    minHeight: 50,
-    borderRadius: 18,
+    minHeight: CTA_HEIGHT,
+    borderRadius: PILL_RADIUS,
+    paddingHorizontal: CTA_HORIZONTAL_PADDING,
     alignItems: "center",
     justifyContent: "center",
     borderWidth: 1,
   },
   actionButtonHome: {
-    minHeight: 46,
-    borderRadius: 16,
+    minHeight: CTA_HEIGHT,
+    borderRadius: PILL_RADIUS,
   },
   primaryButton: {
     backgroundColor: "#EDE9E3",
@@ -1037,22 +1047,26 @@ const styles = StyleSheet.create({
     alignItems: "flex-start",
     flexDirection: "row",
     flexWrap: "wrap",
-    gap: 10,
+    gap: ACTION_GAP,
   },
   tertiaryActionsHome: {
-    gap: 8,
+    gap: ACTION_GAP,
   },
   tertiaryAction: {
-    paddingHorizontal: 12,
-    paddingVertical: 8,
-    borderRadius: 999,
-    borderWidth: 1,
+    height: CHIP_HEIGHT,
+    minHeight: CHIP_HEIGHT,
+    paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+    paddingVertical: 0,
+    borderRadius: PILL_RADIUS,
+    borderWidth: CHIP_BORDER_WIDTH,
     borderColor: "rgba(255,255,255,0.1)",
     backgroundColor: "rgba(255,255,255,0.04)",
+    alignItems: "center",
+    justifyContent: "center",
   },
   tertiaryActionHome: {
-    paddingHorizontal: 10,
-    paddingVertical: 6,
+    paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+    paddingVertical: 0,
   },
   tertiaryActionText: {
     color: "rgba(235,240,248,0.86)",
diff --git a/src/components/home/HomeHero.tsx b/src/components/home/HomeHero.tsx
index 28c7ca0..90f53d8 100644
--- a/src/components/home/HomeHero.tsx
+++ b/src/components/home/HomeHero.tsx
@@ -17,6 +17,7 @@ import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { ACTION_GAP, CTA_HEIGHT, CTA_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -375,8 +376,8 @@ export default function HomeHero({
             ) : null}
           </View>
 
-          <View style={{ flexDirection: "row", gap: 12, alignItems: "stretch" }}>
-            <View style={{ flex: 1.08 }}>
+          <View style={{ flexDirection: "row", gap: ACTION_GAP, alignItems: "stretch" }}>
+            <View style={{ flex: 1 }}>
               <AuraGradientButton
                 label={primaryLabel}
                 onPress={onPrimaryAction}
@@ -385,7 +386,7 @@ export default function HomeHero({
                 innerBackgroundColor={colors.ctaCream}
                 innerOverlayColors={["rgba(255,255,255,0.14)", "rgba(255,255,255,0.04)"]}
                 labelStyle={{ fontSize: 16.5, lineHeight: 21, fontWeight: "900" }}
-                style={{ minHeight: 54, borderRadius: layout.mediumRadius }}
+                style={{ minHeight: CTA_HEIGHT, borderRadius: PILL_RADIUS }}
               />
             </View>
             <AuraPressable
@@ -396,9 +397,9 @@ export default function HomeHero({
               pressedOpacity={0.9}
               containerStyle={{ flex: 1 }}
               style={{
-                borderRadius: layout.mediumRadius,
-                minHeight: 54,
-                paddingHorizontal: 16,
+                borderRadius: PILL_RADIUS,
+                minHeight: CTA_HEIGHT,
+                paddingHorizontal: CTA_HORIZONTAL_PADDING,
                 alignItems: "center",
                 justifyContent: "center",
                 backgroundColor: colors.surfaceSoft,
diff --git a/src/components/home/QuickActionRail.tsx b/src/components/home/QuickActionRail.tsx
index a69c3c7..172d479 100644
--- a/src/components/home/QuickActionRail.tsx
+++ b/src/components/home/QuickActionRail.tsx
@@ -6,6 +6,7 @@ import { Text, View } from "react-native";
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { ACTION_GAP, CHIP_BORDER_WIDTH, CHIP_HEIGHT, CHIP_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export type QuickActionItem = {
@@ -77,7 +78,7 @@ export default function QuickActionRail({
       </AuraPressable>
 
       {secondaryActions.length ? (
-        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
+        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: ACTION_GAP }}>
           {secondaryActions.map((action) => (
             <AuraPressable
               key={action.key}
@@ -87,13 +88,15 @@ export default function QuickActionRail({
               pressedScale={0.96}
               pressedOpacity={0.88}
               style={{
-                borderRadius: layout.pillRadius,
-                minHeight: 42,
+                borderRadius: PILL_RADIUS,
+                height: CHIP_HEIGHT,
+                minHeight: CHIP_HEIGHT,
+                alignItems: "center",
                 justifyContent: "center",
-                paddingHorizontal: 15,
-                paddingVertical: 10,
+                paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+                paddingVertical: 0,
                 backgroundColor: colors.chipBackground,
-                borderWidth: 1,
+                borderWidth: CHIP_BORDER_WIDTH,
                 borderColor: "rgba(255,255,255,0.055)",
               }}
             >
diff --git a/src/components/home/SmartToolsGrid.tsx b/src/components/home/SmartToolsGrid.tsx
index e58f8b8..197577b 100644
--- a/src/components/home/SmartToolsGrid.tsx
+++ b/src/components/home/SmartToolsGrid.tsx
@@ -33,6 +33,10 @@ export default function SmartToolsGrid({
   const maxColumns = Math.max(1, Math.floor((availableWidth + gap) / (minTileWidth + gap)));
   const gridColumns = Math.min(preferredColumns, maxColumns);
   const tileWidth = (availableWidth - gap * (gridColumns - 1)) / gridColumns;
+  const tileHeight =
+    layout.smartToolHeight +
+    (layout.screenSize === "compact" ? 40 : layout.screenSize === "large" ? 44 : 38);
+
   return (
     <View style={{ gap: 12 }}>
       <View style={{ gap: 3 }}>
@@ -57,14 +61,14 @@ export default function SmartToolsGrid({
               pressedOpacity={isSoon ? 0.92 : 0.86}
               style={{
                 width: tileWidth,
-                minHeight: layout.smartToolHeight + (layout.screenSize === "large" ? 10 : 0),
+                height: tileHeight,
                 borderRadius: layout.mediumRadius,
                 padding: layout.cardPadding,
                 backgroundColor: isSoon ? colors.surfaceSoft : colors.surface,
                 borderWidth: 1,
                 borderColor: colors.border,
                 opacity: isSoon ? 0.9 : 1,
-                gap: 12,
+                justifyContent: "space-between",
               }}
             >
               <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
@@ -99,7 +103,7 @@ export default function SmartToolsGrid({
                 <Text style={[homeTypography.titleSmall, { color: isSoon ? colors.textSecondary : colors.text, fontSize: 16, lineHeight: 21 }]} numberOfLines={1} ellipsizeMode="tail">
                   {tool.title}
                 </Text>
-                <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.68 }]} numberOfLines={3} ellipsizeMode="tail">
+                <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.68 }]} numberOfLines={2} ellipsizeMode="tail">
                   {tool.subtitle}
                 </Text>
                 <Text style={[homeTypography.caption, { color: isSoon ? colors.textSecondary : colors.text, fontWeight: "600", marginTop: 2 }]} numberOfLines={1}>
diff --git a/src/constants/auraControls.ts b/src/constants/auraControls.ts
new file mode 100644
index 0000000..6483971
--- /dev/null
+++ b/src/constants/auraControls.ts
@@ -0,0 +1,7 @@
+export const CTA_HEIGHT = 56;
+export const CHIP_HEIGHT = 42;
+export const PILL_RADIUS = 999;
+export const ACTION_GAP = 10;
+export const CTA_HORIZONTAL_PADDING = 18;
+export const CHIP_HORIZONTAL_PADDING = 16;
+export const CHIP_BORDER_WIDTH = 1;
diff --git a/src/constants/routes.ts b/src/constants/routes.ts
new file mode 100644
index 0000000..e490e8d
--- /dev/null
+++ b/src/constants/routes.ts
@@ -0,0 +1 @@
+export const AURA_TRAINING_ROUTE = "/aura/swipe" as const;
diff --git a/src/lib/auraLookLayouts.ts b/src/lib/auraLookLayouts.ts
index 30f0585..23c9c8a 100644
--- a/src/lib/auraLookLayouts.ts
+++ b/src/lib/auraLookLayouts.ts
@@ -1188,7 +1188,12 @@ export function resolveOutfitLayout(
     },
   ] satisfies ZoneSpec[];
   pieces
-    .filter((piece) => !placedKeys.has(piece.key) && !isSmallAccessory(piece))
+    .filter(
+      (piece) =>
+        !placedKeys.has(piece.key) &&
+        !isSmallAccessory(piece) &&
+        (piece.role === "accessory" || piece.role === "unknown"),
+    )
     .forEach((piece, index) => {
       addPlaced(
         placedItems,
diff --git a/src/utils/dailyOutfits.ts b/src/utils/dailyOutfits.ts
index ce80733..74e5bb3 100644
--- a/src/utils/dailyOutfits.ts
+++ b/src/utils/dailyOutfits.ts
@@ -206,33 +206,37 @@ export async function savePlannedOutfit(
   };
   const payload = removeUndefinedFields(rawPayload);
 
-  console.log("[OutfitSave] savePlannedOutfit:raw", {
-    path: ref.path,
-    uid,
-    dateKey: key,
-    itemIds,
-    rawPayload,
-  });
-  console.log("[OutfitSave] savePlannedOutfit:clean", {
-    path: ref.path,
-    uid,
-    dateKey: key,
-    itemIds: Array.isArray(payload.itemIds) ? payload.itemIds : [],
-    payload,
-  });
-
-  try {
-    await setDoc(ref, payload, { merge: true });
-  } catch (error) {
-    console.log("[OutfitSave] savePlannedOutfit:error", {
+  if (__DEV__) {
+    console.log("[OutfitSave] savePlannedOutfit:raw", {
       path: ref.path,
       uid,
       dateKey: key,
       itemIds,
       rawPayload,
+    });
+    console.log("[OutfitSave] savePlannedOutfit:clean", {
+      path: ref.path,
+      uid,
+      dateKey: key,
+      itemIds: Array.isArray(payload.itemIds) ? payload.itemIds : [],
       payload,
-      error,
     });
+  }
+
+  try {
+    await setDoc(ref, payload, { merge: true });
+  } catch (error) {
+    if (__DEV__) {
+      console.log("[OutfitSave] savePlannedOutfit:error", {
+        path: ref.path,
+        uid,
+        dateKey: key,
+        itemIds,
+        rawPayload,
+        payload,
+        error,
+      });
+    }
     throw error;
   }
   return getOutfitByDate(uid, key);

From 635d6fdd67fab140adea5289bcddbbe993024fb7 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 19:05:33 -0500
Subject: [PATCH 42/93] fix(media): clean up add item and background image
 handling

---
 src/addItem/AddItemWizard.tsx |  6 +--
 src/bg/removeBackground.ts    | 90 ++++++++++++++++++++++-------------
 src/lib/detectBrandLogo.ts    | 24 +++++++---
 3 files changed, 75 insertions(+), 45 deletions(-)

diff --git a/src/addItem/AddItemWizard.tsx b/src/addItem/AddItemWizard.tsx
index 83d6023..adfa4ff 100644
--- a/src/addItem/AddItemWizard.tsx
+++ b/src/addItem/AddItemWizard.tsx
@@ -74,8 +74,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
         style={styles.screen}
         behavior={Platform.OS === "ios" ? "padding" : undefined}
       >
-        <React.Profiler id="AddItemWizard" onRender={() => {}}>
-          <View style={styles.container}>
+        <View style={styles.container}>
           <ScrollView
             keyboardShouldPersistTaps="handled"
             keyboardDismissMode={Platform.OS === "ios" ? "interactive" : "on-drag"}
@@ -334,8 +333,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
               </View>
             </View>
           </Modal>
-          </View>
-        </React.Profiler>
+        </View>
       </KeyboardAvoidingView>
     </SafeScreen>
   );
diff --git a/src/bg/removeBackground.ts b/src/bg/removeBackground.ts
index 28fe076..ccb5e47 100644
--- a/src/bg/removeBackground.ts
+++ b/src/bg/removeBackground.ts
@@ -191,7 +191,9 @@ async function removeBackgroundAndroid(
   let lastError: unknown = null;
 
   const isSupported = await isNativeBackgroundRemovalSupported();
-  console.log("[BgRemoval] Android native supported:", isSupported);
+  if (__DEV__) {
+    console.log("[BgRemoval] Android native supported:", isSupported);
+  }
 
   if (!isSupported) {
     throw new Error("Android native background removal is not supported on this device.");
@@ -207,13 +209,15 @@ async function removeBackgroundAndroid(
       const size = changed
         ? await getImageSize(outputUri)
         : { width: null, height: null };
-      console.log("[BgRemoval] Android result", {
-        attempt,
-        outputUri,
-        changed,
-        width: size.width,
-        height: size.height,
-      });
+      if (__DEV__) {
+        console.log("[BgRemoval] Android result", {
+          attempt,
+          outputUri,
+          changed,
+          width: size.width,
+          height: size.height,
+        });
+      }
 
       if (changed) {
         return {
@@ -266,7 +270,9 @@ export async function removeBackground(
   localUri: string,
   options?: RemoveBackgroundOptions
 ): Promise<BackgroundRemovalResult> {
-  console.log("[BgRemoval] Platform:", Platform.OS);
+  if (__DEV__) {
+    console.log("[BgRemoval] Platform:", Platform.OS);
+  }
   const inputUri = await ensureLocalImageUri(localUri);
 
   if (Platform.OS === "android") {
@@ -279,31 +285,41 @@ export async function removeBackground(
   }
 
   if (Platform.OS === "ios") {
-    console.log("[BgRemoval] Skipping cross-platform native path on iOS; using VisionBG");
+    if (__DEV__) {
+      console.log("[BgRemoval] Skipping cross-platform native path on iOS; using VisionBG");
+    }
   }
 
   if (Platform.OS !== "ios") {
-    console.log("[BgRemoval] Falling back to server-side");
+    if (__DEV__) {
+      console.log("[BgRemoval] Falling back to server-side");
+    }
     return originalResult(inputUri);
   }
 
   const available = isVisionBgNativeAvailable();
   const normalizedOptions = normalizeOptions(options);
-  console.log("[VisionBG] removeBackground called", {
-    available,
-    input: inputUri,
-    originalInput: localUri,
-    options: normalizedOptions,
-  });
+  if (__DEV__) {
+    console.log("[VisionBG] removeBackground called", {
+      available,
+      input: inputUri,
+      originalInput: localUri,
+      options: normalizedOptions,
+    });
+  }
 
   if (!available) {
-    console.log("[BgRemoval] Falling back to server-side");
+    if (__DEV__) {
+      console.log("[BgRemoval] Falling back to server-side");
+    }
     return originalResult(inputUri);
   }
 
   try {
     const result = await removeBackgroundNative(inputUri, normalizedOptions);
-    console.log("[VisionBG] native result raw:", result);
+    if (__DEV__) {
+      console.log("[VisionBG] native result raw:", result);
+    }
 
     const rawOut = String((result as any)?.uri ?? "").trim();
     const width = Number((result as any)?.width ?? 0) || null;
@@ -332,19 +348,21 @@ export async function removeBackground(
       Number((result as any)?.transparentPixelCount ?? 0) || 0;
     const outputUri = normalizeFileUri(rawOut);
 
-    console.log("[VisionBG] parsed output", {
-      rawOut,
-      outputUri,
-      width,
-      height,
-      maskUri,
-      contentBounds,
-      hasAlphaChannel,
-      hasTransparency,
-      transparentPixelRatio,
-      transparentPixelCount,
-      changed: outputUri && outputUri !== normalizeFileUri(inputUri),
-    });
+    if (__DEV__) {
+      console.log("[VisionBG] parsed output", {
+        rawOut,
+        outputUri,
+        width,
+        height,
+        maskUri,
+        contentBounds,
+        hasAlphaChannel,
+        hasTransparency,
+        transparentPixelRatio,
+        transparentPixelCount,
+        changed: outputUri && outputUri !== normalizeFileUri(inputUri),
+      });
+    }
 
     if (!outputUri) {
       throw new Error(
@@ -374,11 +392,15 @@ export async function removeBackground(
       });
     }
 
-    console.log("[BgRemoval] Falling back to server-side");
+    if (__DEV__) {
+      console.log("[BgRemoval] Falling back to server-side");
+    }
     return originalResult(inputUri);
   } catch (error) {
     console.warn("[VisionBG] FAILED; returning original uri", error);
-    console.log("[BgRemoval] Falling back to server-side");
+    if (__DEV__) {
+      console.log("[BgRemoval] Falling back to server-side");
+    }
     return originalResult(inputUri);
   }
 }
diff --git a/src/lib/detectBrandLogo.ts b/src/lib/detectBrandLogo.ts
index 790333b..117fcac 100644
--- a/src/lib/detectBrandLogo.ts
+++ b/src/lib/detectBrandLogo.ts
@@ -16,25 +16,35 @@ export async function detectBrandLogo(
 
   if (!isVisionBgAvailable()) {
     if (!hasLoggedUnavailable) {
-      console.log("[BrandDetect] native module unavailable");
+      if (__DEV__) {
+        console.log("[BrandDetect] native module unavailable");
+      }
       hasLoggedUnavailable = true;
     }
     return null;
   }
 
   try {
-    console.log(`[BrandDetect] start uri=${inputUri}`);
+    if (__DEV__) {
+      console.log(`[BrandDetect] start uri=${inputUri}`);
+    }
     const result = await detectBrandLogoNative(inputUri);
     if (result?.brand) {
-      console.log(
-        `[BrandDetect] result brand=${result.brand} conf=${result.confidence ?? "n/a"}`
-      );
+      if (__DEV__) {
+        console.log(
+          `[BrandDetect] result brand=${result.brand} conf=${result.confidence ?? "n/a"}`
+        );
+      }
     } else {
-      console.log("[BrandDetect] no match");
+      if (__DEV__) {
+        console.log("[BrandDetect] no match");
+      }
     }
     return result;
   } catch (error) {
-    console.log("[BrandDetect] error", error);
+    if (__DEV__) {
+      console.log("[BrandDetect] error", error);
+    }
     return null;
   }
 }

From 3b7e6238f7708c84a3579b8063561c4b232af6c9 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 20:44:37 -0500
Subject: [PATCH 43/93] Wire user preferences into AURA context

---
 functions/src/askAura.ts                    |  46 ++++-
 functions/src/askAuraStream.ts              |  51 ++++-
 functions/src/shared/auraPrompt.ts          |   5 +
 functions/src/shared/buildAuraContext.ts    |  54 +++++
 functions/src/shared/loadAuraUserProfile.ts | 209 +++++++++++++++++---
 5 files changed, 327 insertions(+), 38 deletions(-)

diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index eebff7d..079f924 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -628,6 +628,18 @@ async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAt
       });
       continue;
     }
+    logger.info("[AURA_ATTACHMENTS] accepted image attachment", {
+      uid,
+      kind: "image",
+      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
+      hasStoragePath: !!storagePath,
+      storagePath,
+      hasDownloadURL: /^https?:\/\//i.test(uri),
+      uriHost: safeUrlHost(uri),
+      validatedMediaSource: storagePath ? "owned_storage_download_url" : "validated_remote_url",
+      width: typeof candidate.width === "number" ? candidate.width : null,
+      height: typeof candidate.height === "number" ? candidate.height : null,
+    });
     out.push({
       type: "image",
       uri,
@@ -752,7 +764,7 @@ function logCallableCandidatePayload(
 }
 
 export const askAura = onCall(
-  { secrets: ["OPENAI_API_KEY"] },
+  { secrets: ["OPENAI_API_KEY"], timeoutSeconds: 120 },
   async (request) => {
     logger.info("[AURA_BACKEND_VERSION] askAura callable entry", {
       version: AURA_BACKEND_VERSION,
@@ -819,8 +831,23 @@ export const askAura = onCall(
       apiKey: process.env.OPENAI_API_KEY,
     });
     const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, clientIntent);
+    const shouldAnalyzeOutfitPhoto = isOutfitPhotoRequest({ clientIntent, userMessage, attachments });
+    logger.info("[AURA_INTENT] callable selected intent", {
+      uid,
+      selectedIntent: shouldAnalyzeOutfitPhoto
+        ? "outfit_photo_analysis"
+        : imageCandidateGroups.length > 0
+          ? "image_candidate_preview"
+          : detectedUrls.length > 0
+            ? "product_link"
+            : "general_chat",
+      clientIntent,
+      attachmentCount: attachments.length,
+      imageAttachmentCount: attachments.filter((attachment) => attachment.type === "image").length,
+      hasVisionPayload: attachments.some((attachment) => attachment.type === "image" && !!attachment.uri),
+    });
 
-    if (isOutfitPhotoRequest({ clientIntent, userMessage, attachments })) {
+    if (shouldAnalyzeOutfitPhoto) {
       logger.info("[AURA_OUTFIT_PHOTO] callable outfit analysis intent classified", {
         uid,
         clientIntent,
@@ -956,17 +983,21 @@ export const askAura = onCall(
       return { ok: true, data: laundryResponse };
     }
 
-    const auraMemory = await loadCompactAuraMemoryContext(
-      db,
-      uid,
-      typeof request.data?.chatId === "string" ? request.data.chatId : null
-    );
+    const [auraMemory, userProfile] = await Promise.all([
+      loadCompactAuraMemoryContext(
+        db,
+        uid,
+        typeof request.data?.chatId === "string" ? request.data.chatId : null
+      ),
+      loadAuraUserProfile(uid),
+    ]);
     const auraContext = buildAuraContext({
       items,
       weather: request.data?.weather || null,
       occasion,
       selectedDate,
       memory: auraMemory,
+      userProfile,
     });
     logger.info("AURA closet context", {
       counts: auraContext.counts,
@@ -976,7 +1007,6 @@ export const askAura = onCall(
       footwearAvailable: auraContext.wardrobeDebug?.footwearAvailable ?? [],
       excludedFootwear: auraContext.wardrobeDebug?.excludedFootwear ?? [],
     });
-    const userProfile = await loadAuraUserProfile(uid);
     let linkProductContext = "No product links.";
     if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
       logger.info("[AURA_LINK] analyze intent classified", {
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 5c37277..4f8bf64 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -650,6 +650,18 @@ async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAt
       });
       continue;
     }
+    logger.info("[AURA_STREAM_ATTACHMENTS] accepted image attachment", {
+      uid,
+      kind: "image",
+      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
+      hasStoragePath: !!storagePath,
+      storagePath,
+      hasDownloadURL: /^https?:\/\//i.test(uri),
+      uriHost: safeUrlHost(uri),
+      validatedMediaSource: storagePath ? "owned_storage_download_url" : "validated_remote_url",
+      width: typeof candidate.width === "number" ? candidate.width : null,
+      height: typeof candidate.height === "number" ? candidate.height : null,
+    });
     out.push({
       type: "image",
       uri,
@@ -1065,7 +1077,7 @@ async function emitUrlCandidatePreview(params: {
 }
 
 export const askAuraStream = onRequest(
-  { cors: true, secrets: ["OPENAI_API_KEY"] },
+  { cors: true, secrets: ["OPENAI_API_KEY"], timeoutSeconds: 120 },
   async (req, res) => {
     res.setHeader("Content-Type", "application/x-ndjson; charset=utf-8");
     res.setHeader("Cache-Control", "no-cache, no-transform");
@@ -1185,8 +1197,28 @@ export const askAuraStream = onRequest(
         apiKey: process.env.OPENAI_API_KEY,
       });
       const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, effectiveClientIntent);
+      const shouldAnalyzeOutfitPhoto = isOutfitPhotoRequest({
+        clientIntent: effectiveClientIntent,
+        userMessage,
+        attachments,
+      });
+      logger.info("[AURA_STREAM_INTENT] selected intent", {
+        uid,
+        selectedIntent: shouldAnalyzeOutfitPhoto
+          ? "outfit_photo_analysis"
+          : imageCandidateGroups.length > 0
+            ? "image_candidate_preview"
+            : firstDetectedUrl
+              ? "product_link"
+              : "general_chat",
+        clientIntent,
+        effectiveClientIntent,
+        attachmentCount: attachments.length,
+        imageAttachmentCount: attachments.filter((attachment) => attachment.type === "image").length,
+        hasVisionPayload: attachments.some((attachment) => attachment.type === "image" && !!attachment.uri),
+      });
 
-      if (isOutfitPhotoRequest({ clientIntent: effectiveClientIntent, userMessage, attachments })) {
+      if (shouldAnalyzeOutfitPhoto) {
         writeEvent(res, {
           type: "status",
           status: "analyzing_outfit",
@@ -1439,17 +1471,21 @@ export const askAuraStream = onRequest(
         return;
       }
 
-      const auraMemory = await loadCompactAuraMemoryContext(
-        db,
-        uid,
-        typeof req.body?.chatId === "string" ? req.body.chatId : null
-      );
+      const [auraMemory, userProfile] = await Promise.all([
+        loadCompactAuraMemoryContext(
+          db,
+          uid,
+          typeof req.body?.chatId === "string" ? req.body.chatId : null
+        ),
+        loadAuraUserProfile(uid),
+      ]);
       const auraContext = buildAuraContext({
         items,
         weather: req.body?.weather || null,
         occasion: req.body?.occasion || null,
         selectedDate: req.body?.selectedDate || null,
         memory: auraMemory,
+        userProfile,
       });
       logger.info("AURA stream closet context", {
         counts: auraContext.counts,
@@ -1459,7 +1495,6 @@ export const askAuraStream = onRequest(
         footwearAvailable: auraContext.wardrobeDebug?.footwearAvailable ?? [],
         excludedFootwear: auraContext.wardrobeDebug?.excludedFootwear ?? [],
       });
-      const userProfile = await loadAuraUserProfile(uid);
       let linkProductContext = "No product links.";
       if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
         logger.info("[AURA_LINK] analyze intent classified", {
diff --git a/functions/src/shared/auraPrompt.ts b/functions/src/shared/auraPrompt.ts
index dea22af..d1eeb01 100644
--- a/functions/src/shared/auraPrompt.ts
+++ b/functions/src/shared/auraPrompt.ts
@@ -87,6 +87,11 @@ Structured behavior:
 * Personalize using the wardrobe, explicit style preferences, learned behavior, and current session context when they are present.
 * Treat explicit preferences as the strongest signal, learned behavior as secondary, and current-session context as immediate nuance.
 * Use personalization naturally and sparingly. Do not recite profile fields or analytics back to the user unless they ask.
+* When userPreferences are present, use them as soft styling guidance, not rigid rules.
+* Respect preferred styles, colors, fits, categories, occasions, and accessory preferences when they improve the recommendation.
+* Avoid avoided colors when a reasonable owned alternative exists.
+* Do not mention stored preferences, profile data, or preference fields in the reply.
+* If the wardrobe is sparse, prioritize owned items first and separate missing-piece suggestions clearly.
 * If learned confidence is light, personalize softly and avoid overstating certainty.
 * Avoid recommending unavailable or in-laundry items.
 * Prefer realistic, wearable combinations.
diff --git a/functions/src/shared/buildAuraContext.ts b/functions/src/shared/buildAuraContext.ts
index 9208779..575bff6 100644
--- a/functions/src/shared/buildAuraContext.ts
+++ b/functions/src/shared/buildAuraContext.ts
@@ -3,6 +3,7 @@ import {
   detectWardrobeGaps,
   type WardrobeCategoryCounts,
 } from "./detectWardrobeGaps";
+import type {AuraUserProfile} from "./loadAuraUserProfile";
 
 type WardrobeItem = {
   id: string;
@@ -35,6 +36,7 @@ type AuraContextArgs = {
   occasion?: string | null;
   selectedDate?: string | null;
   memory?: CompactAuraMemoryContext | null;
+  userProfile?: AuraUserProfile | null;
 };
 
 type AuraCategory =
@@ -67,6 +69,56 @@ function pickColor(item: WardrobeItem): string {
   );
 }
 
+function nonEmptyList(value?: string[]) {
+  return Array.isArray(value) && value.length ? value : null;
+}
+
+function nonEmptyRecord<T extends object>(value?: T | null) {
+  return value && Object.keys(value).length ? value : null;
+}
+
+function compactUserPreferences(userProfile?: AuraUserProfile | null) {
+  if (!userProfile) return null;
+
+  const userPreferences = {
+    ...(userProfile.wardrobeMode ? {wardrobeMode: userProfile.wardrobeMode} : {}),
+    ...(nonEmptyList(userProfile.selectedCategories)
+      ? {selectedCategories: userProfile.selectedCategories}
+      : {}),
+    ...(nonEmptyList(userProfile.styleAesthetics)
+      ? {styleAesthetics: userProfile.styleAesthetics}
+      : {}),
+    ...(nonEmptyList(userProfile.favoriteColors)
+      ? {favoriteColors: userProfile.favoriteColors}
+      : {}),
+    ...(nonEmptyList(userProfile.avoidedColors)
+      ? {avoidedColors: userProfile.avoidedColors}
+      : {}),
+    ...(userProfile.preferredFit ? {preferredFit: userProfile.preferredFit} : {}),
+    ...(nonEmptyRecord(userProfile.fitPreferences)
+      ? {fitPreferences: userProfile.fitPreferences}
+      : {}),
+    ...(nonEmptyRecord(userProfile.defaultSizes)
+      ? {defaultSizes: userProfile.defaultSizes}
+      : {}),
+    ...(nonEmptyRecord(userProfile.stylePreferences)
+      ? {stylePreferences: userProfile.stylePreferences}
+      : {}),
+    ...(nonEmptyList(userProfile.accessoryPreferences)
+      ? {accessoryPreferences: userProfile.accessoryPreferences}
+      : {}),
+    ...(nonEmptyList(userProfile.occasionPriority)
+      ? {occasionPriority: userProfile.occasionPriority}
+      : {}),
+    ...(nonEmptyList(userProfile.goals) ? {goals: userProfile.goals} : {}),
+    ...(nonEmptyRecord(userProfile.closetPreferences)
+      ? {closetPreferences: userProfile.closetPreferences}
+      : {}),
+  };
+
+  return Object.keys(userPreferences).length ? userPreferences : null;
+}
+
 export function mapCategory(raw?: string | null): AuraCategory {
   const value = normalizeToken(raw);
 
@@ -167,6 +219,7 @@ export function buildAuraContext({
   occasion,
   selectedDate,
   memory,
+  userProfile,
 }: AuraContextArgs) {
   const DEBUG_AURA_SPARSE =
     process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
@@ -300,6 +353,7 @@ export function buildAuraContext({
       preferOwnedBottoms: true,
       suggestMissingPiecesOnlyWhenNoReasonableOwnedOptionExists: true,
     },
+    userPreferences: compactUserPreferences(userProfile),
     preferenceContext: memory ?? null,
     stylistBrief: memory?.stylistBrief ?? "",
   };
diff --git a/functions/src/shared/loadAuraUserProfile.ts b/functions/src/shared/loadAuraUserProfile.ts
index 39fb215..d0e01c3 100644
--- a/functions/src/shared/loadAuraUserProfile.ts
+++ b/functions/src/shared/loadAuraUserProfile.ts
@@ -1,17 +1,71 @@
 import { getFirestore } from "firebase-admin/firestore";
 
 const db = getFirestore();
+const LIST_LIMIT = 10;
+
+type CompactStringMap = Record<string, string>;
+type AuraUserProfileListKey =
+  | "selectedCategories"
+  | "styleAesthetics"
+  | "favoriteColors"
+  | "avoidedColors"
+  | "accessoryPreferences"
+  | "occasionPriority"
+  | "goals";
+
+export type AuraUserProfile = {
+  name?: string;
+  firstName?: string;
+  region?: string;
+  wardrobeMode?: "masculine" | "feminine" | "neutral" | "mixed" | "custom";
+  selectedCategories?: string[];
+  styleAesthetics?: string[];
+  favoriteColors?: string[];
+  avoidedColors?: string[];
+  accessoryPreferences?: string[];
+  occasionPriority?: string[];
+  goals?: string[];
+  preferredFit?: "slim" | "regular" | "relaxed" | "oversized";
+  defaultSizes?: CompactStringMap;
+  fitPreferences?: CompactStringMap;
+  stylePreferences?: {
+    preferredStyles?: string[];
+    favoriteColors?: string[];
+    avoidedColors?: string[];
+    preferredBrands?: string[];
+  };
+  closetPreferences?: {
+    prioritizeUnderused?: boolean;
+    hideLaundryByDefault?: boolean;
+    defaultSort?: string;
+  };
+};
 
 function cleanString(value: unknown) {
   const text = String(value ?? "").trim();
   return text || null;
 }
 
-function cleanStringList(value: unknown) {
+function readRecord(value: unknown) {
+  return value && typeof value === "object" && !Array.isArray(value)
+    ? (value as Record<string, unknown>)
+    : {};
+}
+
+function cleanStringList(value: unknown, limit = LIST_LIMIT) {
   if (!Array.isArray(value)) return [];
-  return value
-    .map((entry) => cleanString(entry))
-    .filter(Boolean) as string[];
+  const seen = new Set<string>();
+  const values: string[] = [];
+  for (const entry of value) {
+    const text = cleanString(entry);
+    if (!text) continue;
+    const key = text.toLowerCase();
+    if (seen.has(key)) continue;
+    seen.add(key);
+    values.push(text);
+    if (values.length >= limit) break;
+  }
+  return values;
 }
 
 function cleanWardrobeMode(value: unknown) {
@@ -25,7 +79,7 @@ function cleanWardrobeMode(value: unknown) {
   ) {
     return next;
   }
-  return "mixed";
+  return null;
 }
 
 function cleanPreferredFit(value: unknown) {
@@ -41,23 +95,134 @@ function cleanPreferredFit(value: unknown) {
   return null;
 }
 
-export async function loadAuraUserProfile(uid: string) {
+function cleanEnum(value: unknown, allowed: readonly string[]) {
+  const next = cleanString(value);
+  return next && allowed.includes(next) ? next : null;
+}
+
+function cleanFitPreferences(value: unknown) {
+  const fitPreferences = readRecord(value);
+  const next: CompactStringMap = {};
+  const tops = cleanEnum(fitPreferences.tops, ["slim", "regular", "relaxed", "oversized"]);
+  const outerwear = cleanEnum(fitPreferences.outerwear, ["slim", "regular", "roomy"]);
+  const bottomsRise = cleanEnum(fitPreferences.bottomsRise, ["low", "mid", "high"]);
+  const bottomsLeg = cleanEnum(fitPreferences.bottomsLeg, ["skinny", "slim", "straight", "tapered", "wide"]);
+  const shoes = cleanEnum(fitPreferences.shoes, ["true_to_size", "half_up", "half_down"]);
+
+  if (tops) next.tops = tops;
+  if (outerwear) next.outerwear = outerwear;
+  if (bottomsRise) next.bottomsRise = bottomsRise;
+  if (bottomsLeg) next.bottomsLeg = bottomsLeg;
+  if (shoes) next.shoes = shoes;
+
+  return Object.keys(next).length ? next : null;
+}
+
+function cleanDefaultSizes(value: unknown) {
+  const defaultSizes = readRecord(value);
+  const next: CompactStringMap = {};
+  const fields: [string, unknown][] = [
+    ["tops", defaultSizes.tops ?? defaultSizes.top],
+    ["outerwear", defaultSizes.outerwear],
+    ["hoodie", defaultSizes.hoodie],
+    ["formalShirt", defaultSizes.formalShirt],
+    ["bottoms", defaultSizes.bottoms ?? defaultSizes.bottomWaist ?? defaultSizes.bottomsWaist],
+    ["bottomsLength", defaultSizes.bottomsLength ?? defaultSizes.bottomLength],
+    ["jeans", defaultSizes.jeans],
+    ["dresses", defaultSizes.dresses],
+    ["skirts", defaultSizes.skirts],
+    ["shoes", defaultSizes.shoes],
+  ];
+
+  fields.forEach(([key, value]) => {
+    const cleaned = cleanString(value);
+    if (cleaned) next[key] = cleaned;
+  });
+
+  return Object.keys(next).length ? next : null;
+}
+
+function cleanClosetPreferences(value: unknown): AuraUserProfile["closetPreferences"] | null {
+  const closetPreferences = readRecord(value);
+  const next: NonNullable<AuraUserProfile["closetPreferences"]> = {};
+  if (closetPreferences.prioritizeUnderused === true) {
+    next.prioritizeUnderused = true;
+  }
+  if (closetPreferences.hideLaundryByDefault === true) {
+    next.hideLaundryByDefault = true;
+  }
+  const defaultSort = cleanString(closetPreferences.defaultSort);
+  if (defaultSort) next.defaultSort = defaultSort;
+  return Object.keys(next).length ? next : null;
+}
+
+function sameList(a: string[], b: string[]) {
+  return a.length === b.length && a.every((value, index) => value === b[index]);
+}
+
+function addStringList(target: AuraUserProfile, key: AuraUserProfileListKey, values: string[]) {
+  if (values.length) target[key] = values;
+}
+
+export async function loadAuraUserProfile(uid: string): Promise<AuraUserProfile> {
   const snap = await db.collection("users").doc(uid).get();
   const data = snap.data() ?? {};
-  const profilePreferences =
-    data.profilePreferences && typeof data.profilePreferences === "object"
-      ? (data.profilePreferences as Record<string, unknown>)
-      : {};
-  return {
-    name: cleanString(data.name),
-    firstName: cleanString(profilePreferences.firstName),
-    region: cleanString(profilePreferences.region),
-    wardrobeMode: cleanWardrobeMode(profilePreferences.wardrobeMode),
-    selectedCategories: cleanStringList(profilePreferences.selectedCategories),
-    styleAesthetics: cleanStringList(profilePreferences.styleAesthetics),
-    preferredFit: cleanPreferredFit(profilePreferences.preferredFit),
-    occasionPriority: cleanStringList(profilePreferences.occasionPriority),
-    accessoryPreferences: cleanStringList(profilePreferences.accessoryPreferences),
-    goals: cleanStringList(profilePreferences.goals),
-  };
+  const profilePreferences = readRecord(data.profilePreferences);
+  const stylePreferences = readRecord(profilePreferences.stylePreferences);
+
+  const preferredStyles = cleanStringList(stylePreferences.preferredStyles);
+  const styleAesthetics = cleanStringList(profilePreferences.styleAesthetics);
+  const effectiveStyleAesthetics = styleAesthetics.length ? styleAesthetics : preferredStyles;
+
+  const nestedFavoriteColors = cleanStringList(stylePreferences.favoriteColors);
+  const favoriteColors = cleanStringList(profilePreferences.favoriteColors);
+  const effectiveFavoriteColors = favoriteColors.length ? favoriteColors : nestedFavoriteColors;
+
+  const nestedAvoidedColors = cleanStringList(stylePreferences.avoidedColors);
+  const avoidedColors = cleanStringList(profilePreferences.avoidedColors);
+  const effectiveAvoidedColors = avoidedColors.length ? avoidedColors : nestedAvoidedColors;
+
+  const compactStylePreferences: NonNullable<AuraUserProfile["stylePreferences"]> = {};
+  if (preferredStyles.length && !sameList(preferredStyles, effectiveStyleAesthetics)) {
+    compactStylePreferences.preferredStyles = preferredStyles;
+  }
+  if (nestedFavoriteColors.length && !sameList(nestedFavoriteColors, effectiveFavoriteColors)) {
+    compactStylePreferences.favoriteColors = nestedFavoriteColors;
+  }
+  if (nestedAvoidedColors.length && !sameList(nestedAvoidedColors, effectiveAvoidedColors)) {
+    compactStylePreferences.avoidedColors = nestedAvoidedColors;
+  }
+  const preferredBrands = cleanStringList(stylePreferences.preferredBrands);
+  if (preferredBrands.length) compactStylePreferences.preferredBrands = preferredBrands;
+
+  const profile: AuraUserProfile = {};
+  const name = cleanString(data.name);
+  const firstName = cleanString(profilePreferences.firstName);
+  const region = cleanString(profilePreferences.region);
+  const wardrobeMode = cleanWardrobeMode(profilePreferences.wardrobeMode);
+  const preferredFit = cleanPreferredFit(profilePreferences.preferredFit);
+  const defaultSizes = cleanDefaultSizes(profilePreferences.defaultSizes);
+  const fitPreferences = cleanFitPreferences(profilePreferences.fitPreferences);
+  const closetPreferences = cleanClosetPreferences(profilePreferences.closetPreferences);
+
+  if (name) profile.name = name;
+  if (firstName) profile.firstName = firstName;
+  if (region) profile.region = region;
+  if (wardrobeMode) profile.wardrobeMode = wardrobeMode;
+  addStringList(profile, "selectedCategories", cleanStringList(profilePreferences.selectedCategories));
+  addStringList(profile, "styleAesthetics", effectiveStyleAesthetics);
+  addStringList(profile, "favoriteColors", effectiveFavoriteColors);
+  addStringList(profile, "avoidedColors", effectiveAvoidedColors);
+  addStringList(profile, "accessoryPreferences", cleanStringList(profilePreferences.accessoryPreferences));
+  addStringList(profile, "occasionPriority", cleanStringList(profilePreferences.occasionPriority));
+  addStringList(profile, "goals", cleanStringList(profilePreferences.goals));
+  if (preferredFit) profile.preferredFit = preferredFit;
+  if (defaultSizes) profile.defaultSizes = defaultSizes;
+  if (fitPreferences) profile.fitPreferences = fitPreferences;
+  if (Object.keys(compactStylePreferences).length) {
+    profile.stylePreferences = compactStylePreferences;
+  }
+  if (closetPreferences) profile.closetPreferences = closetPreferences;
+
+  return profile;
 }

From 46e71f4db725e017f1866ea639dbc48927123b87 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 20:57:54 -0500
Subject: [PATCH 44/93] fix(aura): improve image outfit analysis reliability

---
 .../src/shared/auraOutfitPhotoAnalysis.ts      |  4 +++-
 src/lib/aiChats.ts                             |  3 +++
 src/lib/aura.ts                                | 18 +++++++++++++++---
 src/lib/auraIntent.ts                          |  2 +-
 4 files changed, 22 insertions(+), 5 deletions(-)

diff --git a/functions/src/shared/auraOutfitPhotoAnalysis.ts b/functions/src/shared/auraOutfitPhotoAnalysis.ts
index c6fdcbb..20ee793 100644
--- a/functions/src/shared/auraOutfitPhotoAnalysis.ts
+++ b/functions/src/shared/auraOutfitPhotoAnalysis.ts
@@ -27,7 +27,7 @@ export type AuraOutfitPhotoAnalysis = {
 
 const OUTFIT_PHOTO_INTENTS = new Set(["outfit_analysis", "worn_outfit_photo"]);
 const WORN_OUTFIT_PHOTO_RE =
-  /\b(outfit photo|mirror|selfie|wearing|worn outfit|my outfit|this outfit|this fit|fit check|what am i wearing|what are you seeing|improve this outfit|fix this outfit|rate this outfit)\b/i;
+  /\b(outfit photo|mirror|selfie|wearing|worn outfit|my outfit|this outfit|this fit|fit check|what am i wearing|what are you seeing|analy[sz]e this outfit|how does this look|how do i look|what should i improve|what can i improve|improve this outfit|fix this outfit|rate this outfit)\b/i;
 
 export function isOutfitPhotoIntent(clientIntent?: string | null) {
   return OUTFIT_PHOTO_INTENTS.has(String(clientIntent ?? ""));
@@ -191,8 +191,10 @@ export async function analyzeOutfitPhoto(params: {
   if (!images.length) return outfitPhotoAnalysisResponse(normalizeOutfitPhotoAnalysis({}));
   logger.info("[AURA_OUTFIT_PHOTO] vision request built", {
     imageCount: images.length,
+    visionPayloadBuilt: true,
     images: images.slice(0, 2).map((image) => ({
       ...safeImageRef(image.uri),
+      validatedMediaSource: image.storagePath ? "owned_storage_download_url" : "validated_remote_url",
       mimeType: image.mimeType ?? null,
       storagePathTail: image.storagePath?.split("/").slice(-2).join("/") ?? null,
       width: image.width ?? null,
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index 0a0d76d..3666efe 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -366,6 +366,8 @@ function parseChatAttachments(value: unknown): ChatAttachment[] | undefined {
           type,
           uri,
           localUri: typeof candidate.localUri === "string" ? candidate.localUri : null,
+          mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
+          storagePath: typeof candidate.storagePath === "string" ? candidate.storagePath : null,
           groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
           role:
             candidate.role === "same_item" ||
@@ -399,6 +401,7 @@ function isAuraResponse(value: unknown): value is AuraResponse {
       candidate.presentation === "chat" ||
       candidate.presentation === "card" ||
       candidate.presentation === "candidate_preview" ||
+      candidate.presentation === "outfit_analysis" ||
       candidate.presentation === "laundry_confirmation") &&
     typeof candidate.title === "string" &&
     typeof candidate.reply === "string" &&
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 16b9147..f70e721 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -42,6 +42,8 @@ type AskAuraArgs = {
 const URL_RE = /https?:\/\/[^\s<>"']+/i;
 const LINK_PREVIEW_TIMEOUT_MS = 9000;
 const DEBUG_AURA_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+const AURA_STREAM_TIMEOUT_MS = 30_000;
+const AURA_STREAM_WITH_IMAGE_TIMEOUT_MS = 90_000;
 
 function sanitizeUserInput(input: string): string {
   return input
@@ -139,16 +141,19 @@ function getAskAuraStreamUrl() {
 }
 
 function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
-  if (!DEBUG_AURA_CLIENT) return;
+  const attachmentCount = args.attachments?.length ?? 0;
+  if (!DEBUG_AURA_CLIENT && attachmentCount === 0) return;
   console.log("[AURA_STREAM_REQUEST]", label, {
     url: url ?? null,
     projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID ?? null,
     requestKeys: Object.keys(args),
     promptLength: args.message.length,
-    attachmentCount: args.attachments?.length ?? 0,
+    attachmentCount,
+    streamTimeoutMs: auraStreamTimeoutMs(args),
     attachments: args.attachments?.map((attachment) => ({
       type: attachment.type,
       hasUri: !!attachment.uri,
+      hasDownloadURL: /^https?:\/\//i.test(String(attachment.uri ?? "")),
       uriHost: (() => {
         try {
           return new URL(attachment.uri).hostname;
@@ -157,6 +162,7 @@ function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
         }
       })(),
       mimeType: attachment.mimeType ?? null,
+      hasStoragePath: !!attachment.storagePath,
       storagePath: attachment.storagePath ?? null,
       role: attachment.type === "image" ? attachment.role ?? null : null,
       groupId: attachment.type === "image" ? attachment.groupId ?? null : null,
@@ -177,6 +183,12 @@ function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
   });
 }
 
+function auraStreamTimeoutMs(args: AskAuraArgs) {
+  return args.attachments?.some((attachment) => attachment.type === "image")
+    ? AURA_STREAM_WITH_IMAGE_TIMEOUT_MS
+    : AURA_STREAM_TIMEOUT_MS;
+}
+
 function firstUrlFromText(text: string) {
   const match = String(text ?? "").match(URL_RE)?.[0];
   if (!match) return null;
@@ -573,7 +585,7 @@ async function askAuraStreamWithXhr(
 ) {
   return new Promise<AuraResponse>((resolve, reject) => {
     const xhr = new XMLHttpRequest();
-    xhr.timeout = 30000;
+    xhr.timeout = auraStreamTimeoutMs(args);
     const signal = callbacks.signal;
     let processedLength = 0;
     let pendingBuffer = "";
diff --git a/src/lib/auraIntent.ts b/src/lib/auraIntent.ts
index 9caceab..697b784 100644
--- a/src/lib/auraIntent.ts
+++ b/src/lib/auraIntent.ts
@@ -25,7 +25,7 @@ const BATCH_RE = /\b(these|all|each|separate|multiple|items)\b/i;
 const COMPARE_RE = /\b(compare|which one|better|pick between|versus|vs\.?)\b/i;
 const OUTFIT_RE = /\b(outfit|look|style me|wear|fit|build)\b/i;
 const WORN_OUTFIT_PHOTO_RE =
-  /\b(outfit photo|mirror|selfie|wearing|worn outfit|my outfit|this outfit|this fit|fit check|what am i wearing|improve this outfit|fix this outfit|rate this outfit)\b/i;
+  /\b(outfit photo|mirror|selfie|wearing|worn outfit|my outfit|this outfit|this fit|fit check|what am i wearing|what are you seeing|analy[sz]e this outfit|how does this look|how do i look|what should i improve|what can i improve|improve this outfit|fix this outfit|rate this outfit)\b/i;
 const IDENTIFY_RE = /\b(what is this|identify|brand|material|what item|what are these)\b/i;
 const URL_RE = /\bhttps?:\/\/[^\s<>"')\]]+/gi;
 const TRAILING_PUNCTUATION_RE = /[.,!?;:]+$/;

From 7d5c9f2e69e465f1a0176a250189eff03cf7c64f Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 20:59:21 -0500
Subject: [PATCH 45/93] Polish auth screens and item detail theming

---
 app/(auth)/forgot-password.tsx       |   7 +-
 app/(auth)/login.tsx                 |  66 ++---
 app/(auth)/register.tsx              |  28 +-
 app/(tabs)/item/[id].tsx             | 392 +++++++++++++++------------
 src/auth/authErrors.ts               |  25 +-
 src/components/auth/AuthScaffold.tsx |  27 +-
 6 files changed, 317 insertions(+), 228 deletions(-)

diff --git a/app/(auth)/forgot-password.tsx b/app/(auth)/forgot-password.tsx
index 7cc6e91..f975304 100644
--- a/app/(auth)/forgot-password.tsx
+++ b/app/(auth)/forgot-password.tsx
@@ -3,7 +3,6 @@ import { sendPasswordResetEmail } from "firebase/auth";
 import React, { useState } from "react";
 import { Alert, Text, View } from "react-native";
 
-import { Colors } from "@/constants/theme";
 import {
   AuthInlineLink,
   AuthInput,
@@ -11,9 +10,11 @@ import {
   PrimaryAuthButton,
 } from "@/src/components/auth/AuthScaffold";
 import { getAuthErrorMessage } from "@/src/auth/authErrors";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { auth } from "@/src/lib/firebase";
 
 export default function ForgotPasswordScreen() {
+  const { colors } = useAppTheme();
   const [email, setEmail] = useState("");
   const [loading, setLoading] = useState(false);
   const [sent, setSent] = useState(false);
@@ -51,10 +52,12 @@ export default function ForgotPasswordScreen() {
         keyboardType="email-address"
         autoComplete="email"
         placeholder="Email"
+        returnKeyType="done"
+        onSubmitEditing={onReset}
       />
       <PrimaryAuthButton label={loading ? "Sending..." : "Send reset email"} onPress={onReset} disabled={loading} />
       {sent ? (
-        <Text style={{ color: Colors.dark.lightPurple, fontSize: 14, lineHeight: 20 }}>
+        <Text style={{ color: colors.lightPurple, fontSize: 14, lineHeight: 20 }}>
           Reset link sent. Check your inbox and spam folder.
         </Text>
       ) : null}
diff --git a/app/(auth)/login.tsx b/app/(auth)/login.tsx
index 16b7154..3554375 100644
--- a/app/(auth)/login.tsx
+++ b/app/(auth)/login.tsx
@@ -2,10 +2,9 @@ import AntDesign from "@expo/vector-icons/AntDesign";
 import * as AppleAuthentication from "expo-apple-authentication";
 import { router } from "expo-router";
 import { signInWithEmailAndPassword } from "firebase/auth";
-import React, { useEffect, useState } from "react";
-import { ActivityIndicator, Alert, Platform, Pressable, StyleSheet, Text, View } from "react-native";
+import React, { useEffect, useRef, useState } from "react";
+import { ActivityIndicator, Alert, Platform, Pressable, StyleSheet, Text, TextInput, View } from "react-native";
 
-import { Colors } from "@/constants/theme";
 import {
   AuthInlineLink,
   AuthInput,
@@ -15,6 +14,7 @@ import {
 import { getAuthErrorMessage } from "@/src/auth/authErrors";
 import { signInWithApple } from "@/src/auth/appleAuth";
 import { signInWithGoogle } from "@/src/auth/googleAuth";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { auth } from "@/src/lib/firebase";
 
 function normalize(value: string) {
@@ -24,12 +24,14 @@ function normalize(value: string) {
 const WEB_AUTH_INPUT_STYLE_ID = "aura-auth-web-inputs";
 
 export default function LoginScreen() {
+  const { colors } = useAppTheme();
   const [email, setEmail] = useState("");
   const [password, setPassword] = useState("");
   const [loading, setLoading] = useState(false);
   const [appleAvailable, setAppleAvailable] = useState(false);
   const [appleLoading, setAppleLoading] = useState(false);
   const [googleLoading, setGoogleLoading] = useState(false);
+  const passwordRef = useRef<TextInput>(null);
   const authInProgress = loading || appleLoading || googleLoading;
 
   useEffect(() => {
@@ -58,20 +60,20 @@ export default function LoginScreen() {
       input[data-testid="auth-password"],
       #auth-email,
       #auth-password {
-        color: #FFFFFF !important;
-        -webkit-text-fill-color: #FFFFFF !important;
-        caret-color: #7C5CFF !important;
+        color: ${colors.text} !important;
+        -webkit-text-fill-color: ${colors.text} !important;
+        caret-color: ${colors.softPurple} !important;
         opacity: 1 !important;
         font-weight: 700 !important;
-        background: rgba(25, 27, 38, 0.98) !important;
+        background: ${colors.surfaceElevated} !important;
       }
 
       input[data-testid="auth-email"]::placeholder,
       input[data-testid="auth-password"]::placeholder,
       #auth-email::placeholder,
       #auth-password::placeholder {
-        color: rgba(255, 255, 255, 0.22) !important;
-        -webkit-text-fill-color: rgba(255, 255, 255, 0.22) !important;
+        color: ${colors.textMuted} !important;
+        -webkit-text-fill-color: ${colors.textMuted} !important;
       }
 
       input[data-testid="auth-email"]:-webkit-autofill,
@@ -83,22 +85,22 @@ export default function LoginScreen() {
       input[data-testid="auth-password"]:-webkit-autofill,
       input[data-testid="auth-password"]:-webkit-autofill:hover,
       input[data-testid="auth-password"]:-webkit-autofill:focus {
-        -webkit-text-fill-color: #FFFFFF !important;
-        -webkit-box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
-        box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
+        -webkit-text-fill-color: ${colors.text} !important;
+        -webkit-box-shadow: 0 0 0 1000px ${colors.surfaceElevated} inset !important;
+        box-shadow: 0 0 0 1000px ${colors.surfaceElevated} inset !important;
         transition: background-color 9999s ease-out 0s !important;
       }
 
       #auth-password:-webkit-autofill,
       #auth-password:-webkit-autofill:hover,
       #auth-password:-webkit-autofill:focus {
-        -webkit-text-fill-color: #FFFFFF !important;
-        -webkit-box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
-        box-shadow: 0 0 0 1000px rgba(25, 27, 38, 0.98) inset !important;
+        -webkit-text-fill-color: ${colors.text} !important;
+        -webkit-box-shadow: 0 0 0 1000px ${colors.surfaceElevated} inset !important;
+        box-shadow: 0 0 0 1000px ${colors.surfaceElevated} inset !important;
         transition: background-color 9999s ease-out 0s !important;
       }
     `;
-  }, []);
+  }, [colors.softPurple, colors.surfaceElevated, colors.text, colors.textMuted]);
 
   async function onLogin() {
     const normalizedEmail = normalize(email).toLowerCase();
@@ -155,14 +157,14 @@ export default function LoginScreen() {
         <View pointerEvents={authInProgress ? "none" : "auto"} style={styles.oauthButtonFrame}>
           <AppleAuthentication.AppleAuthenticationButton
             buttonType={AppleAuthentication.AppleAuthenticationButtonType.SIGN_IN}
-            buttonStyle={AppleAuthentication.AppleAuthenticationButtonStyle.WHITE}
+            buttonStyle={AppleAuthentication.AppleAuthenticationButtonStyle.WHITE_OUTLINE}
             cornerRadius={18}
             style={styles.appleButton}
             onPress={onAppleSignIn}
           />
           {appleLoading ? (
-            <View style={styles.loadingOverlay}>
-              <ActivityIndicator color="#000000" />
+            <View style={[styles.loadingOverlay, { backgroundColor: colors.overlay }]}>
+              <ActivityIndicator color={colors.text} />
             </View>
           ) : null}
         </View>
@@ -173,23 +175,25 @@ export default function LoginScreen() {
         style={({ pressed }) => [
           styles.googleButton,
           {
+            backgroundColor: colors.surfaceSoft,
+            borderColor: colors.borderStrong,
             opacity: authInProgress ? 0.62 : pressed ? 0.82 : 1,
           },
         ]}
       >
         {googleLoading ? (
-          <ActivityIndicator color="#202124" />
+          <ActivityIndicator color={colors.text} />
         ) : (
           <>
             <AntDesign name="google" size={20} color="#4285F4" style={styles.googleIcon} />
-            <Text style={styles.googleButtonText}>Continue with Google</Text>
+            <Text style={[styles.googleButtonText, { color: colors.text }]}>Continue with Google</Text>
           </>
         )}
       </Pressable>
       <View style={styles.dividerRow}>
-        <View style={styles.dividerLine} />
-        <Text style={styles.dividerText}>or</Text>
-        <View style={styles.dividerLine} />
+        <View style={[styles.dividerLine, { backgroundColor: colors.borderStrong }]} />
+        <Text style={[styles.dividerText, { color: colors.textSecondary }]}>or</Text>
+        <View style={[styles.dividerLine, { backgroundColor: colors.borderStrong }]} />
       </View>
       <AuthInput
         nativeID="auth-email"
@@ -202,8 +206,12 @@ export default function LoginScreen() {
         spellCheck={false}
         autoComplete={Platform.OS === "web" ? "off" : "email"}
         placeholder="Email"
+        returnKeyType="next"
+        blurOnSubmit={false}
+        onSubmitEditing={() => passwordRef.current?.focus()}
       />
       <AuthInput
+        ref={passwordRef}
         nativeID="auth-password"
         testID="auth-password"
         value={password}
@@ -213,9 +221,11 @@ export default function LoginScreen() {
         spellCheck={false}
         autoComplete={Platform.OS === "web" ? "off" : "password"}
         placeholder="Password"
+        returnKeyType="done"
+        onSubmitEditing={onLogin}
       />
       <PrimaryAuthButton label={loading ? "Signing in..." : "Sign In"} onPress={onLogin} disabled={authInProgress} />
-      <Text style={{ color: "rgba(255,255,255,0.58)", fontSize: 13, lineHeight: 19 }}>
+      <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 19 }}>
         Your styling profile, saved looks, and planner stay synced to this account.
       </Text>
     </AuthScaffold>
@@ -235,13 +245,10 @@ const styles = StyleSheet.create({
   loadingOverlay: {
     ...StyleSheet.absoluteFillObject,
     alignItems: "center",
-    backgroundColor: "rgba(237,233,227,0.72)",
     justifyContent: "center",
   },
   googleButton: {
     alignItems: "center",
-    backgroundColor: "#FFFFFF",
-    borderColor: "#E0E0E0",
     borderRadius: 18,
     borderWidth: 1,
     flexDirection: "row",
@@ -255,7 +262,6 @@ const styles = StyleSheet.create({
     position: "absolute",
   },
   googleButtonText: {
-    color: "#202124",
     fontSize: 15,
     fontWeight: "700",
   },
@@ -266,12 +272,10 @@ const styles = StyleSheet.create({
     paddingVertical: 2,
   },
   dividerLine: {
-    backgroundColor: Colors.dark.borderStrong,
     flex: 1,
     height: 1,
   },
   dividerText: {
-    color: Colors.dark.textSecondary,
     fontSize: 13,
     fontWeight: "700",
   },
diff --git a/app/(auth)/register.tsx b/app/(auth)/register.tsx
index c82d952..adc365d 100644
--- a/app/(auth)/register.tsx
+++ b/app/(auth)/register.tsx
@@ -1,7 +1,7 @@
 import { router } from "expo-router";
 import { createUserWithEmailAndPassword } from "firebase/auth";
-import React, { useState } from "react";
-import { Alert, View } from "react-native";
+import React, { useRef, useState } from "react";
+import { Alert, TextInput, View } from "react-native";
 
 import {
   AuthInlineLink,
@@ -23,6 +23,9 @@ export default function RegisterScreen() {
   const [password, setPassword] = useState("");
   const [confirmPassword, setConfirmPassword] = useState("");
   const [loading, setLoading] = useState(false);
+  const emailRef = useRef<TextInput>(null);
+  const passwordRef = useRef<TextInput>(null);
+  const confirmPasswordRef = useRef<TextInput>(null);
 
   async function onRegister() {
     const normalizedName = normalize(name);
@@ -65,28 +68,47 @@ export default function RegisterScreen() {
         </View>
       }
     >
-      <AuthInput value={name} onChangeText={setName} autoComplete="name" placeholder="First name" />
       <AuthInput
+        value={name}
+        onChangeText={setName}
+        autoComplete="name"
+        placeholder="First name"
+        returnKeyType="next"
+        blurOnSubmit={false}
+        onSubmitEditing={() => emailRef.current?.focus()}
+      />
+      <AuthInput
+        ref={emailRef}
         value={email}
         onChangeText={setEmail}
         autoCapitalize="none"
         keyboardType="email-address"
         autoComplete="email"
         placeholder="Email"
+        returnKeyType="next"
+        blurOnSubmit={false}
+        onSubmitEditing={() => passwordRef.current?.focus()}
       />
       <AuthInput
+        ref={passwordRef}
         value={password}
         onChangeText={setPassword}
         secureTextEntry
         autoComplete="new-password"
         placeholder="Password"
+        returnKeyType="next"
+        blurOnSubmit={false}
+        onSubmitEditing={() => confirmPasswordRef.current?.focus()}
       />
       <AuthInput
+        ref={confirmPasswordRef}
         value={confirmPassword}
         onChangeText={setConfirmPassword}
         secureTextEntry
         autoComplete="new-password"
         placeholder="Confirm password"
+        returnKeyType="done"
+        onSubmitEditing={onRegister}
       />
       <PrimaryAuthButton label={loading ? "Creating..." : "Create Account"} onPress={onRegister} disabled={loading} />
     </AuthScaffold>
diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index 7de92be..0f788e4 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -11,12 +11,14 @@ import {
   NativeSyntheticEvent,
   Pressable,
   ScrollView,
+  StyleSheet,
   Text,
   TextInput,
   View,
 } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
+import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { SafeScreen } from "../../../src/components/SafeScreen";
 import { ALLOWED_COLORS } from "../../../src/shared/wardrobeTaxonomy";
@@ -134,23 +136,157 @@ function formatValue(value?: string | null) {
   return normalized ? normalized : "—";
 }
 
+function createStyles(colors: AppColors) {
+  return StyleSheet.create({
+    card: {
+      borderWidth: 1,
+      borderColor: colors.border,
+      borderRadius: 16,
+      padding: 12,
+      backgroundColor: colors.surfaceGlass,
+    },
+    quickFact: {
+      flexBasis: "48%",
+      gap: 4,
+      paddingVertical: 10,
+      paddingHorizontal: 12,
+      borderRadius: 14,
+      borderWidth: 1,
+      borderColor: colors.border,
+      backgroundColor: colors.chipBackground,
+    },
+    btn: {
+      flex: 1,
+      paddingVertical: 14,
+      borderRadius: 14,
+      alignItems: "center",
+      justifyContent: "center",
+    },
+    btnText: {
+      fontWeight: "900",
+      fontSize: 16,
+    },
+    pill: {
+      paddingVertical: 8,
+      paddingHorizontal: 12,
+      borderRadius: 999,
+      borderWidth: 1,
+      borderColor: colors.borderStrong,
+    },
+    pillText: {
+      fontWeight: "900",
+    },
+    textInput: {
+      borderWidth: 1,
+      borderColor: colors.borderStrong,
+      borderRadius: 12,
+      paddingHorizontal: 12,
+      paddingVertical: 10,
+      fontSize: 16,
+      backgroundColor: colors.inputBackground,
+      color: colors.text,
+    },
+    imagePlaceholder: {
+      height: 216,
+      borderRadius: 18,
+      backgroundColor: colors.chipBackground,
+      alignItems: "center",
+      justifyContent: "center",
+    },
+    selectedLaundryPill: {
+      backgroundColor: colors.ctaCream,
+      borderWidth: 0,
+    },
+    unselectedLaundryPill: {
+      backgroundColor: colors.chipBackground,
+      borderWidth: 1,
+      borderColor: colors.borderStrong,
+    },
+    warningBox: {
+      marginTop: 12,
+      borderWidth: 1,
+      borderColor: colors.warning,
+      backgroundColor: colors.surfaceElevated,
+      borderRadius: 12,
+      padding: 12,
+    },
+    footer: {
+      position: "absolute",
+      left: 0,
+      right: 0,
+      bottom: 0,
+      paddingTop: 12,
+      backgroundColor: colors.dockBackground,
+      borderTopWidth: 1,
+      borderTopColor: colors.border,
+      gap: 10,
+    },
+    secondaryButton: {
+      borderColor: colors.borderStrong,
+      borderWidth: 1,
+      backgroundColor: colors.surfaceSoft,
+    },
+    tertiaryButton: {
+      borderColor: colors.border,
+      borderWidth: 1,
+      backgroundColor: colors.surface,
+    },
+    modalRoot: {
+      flex: 1,
+      backgroundColor: colors.background,
+    },
+    modalTitle: {
+      color: colors.text,
+      fontSize: 18,
+      fontWeight: "800",
+      textAlign: "center",
+    },
+    modalCloseButton: {
+      position: "absolute",
+      right: 12,
+      zIndex: 10,
+      paddingVertical: 10,
+      paddingHorizontal: 12,
+      borderRadius: 999,
+      backgroundColor: colors.surfaceGlass,
+      borderWidth: 1,
+      borderColor: colors.border,
+    },
+    modalImageStage: {
+      width: "100%",
+      minHeight: 360,
+      alignItems: "center",
+      justifyContent: "center",
+      backgroundColor: colors.outfitBoardBackground,
+      borderRadius: 20,
+      overflow: "hidden",
+      paddingHorizontal: 24,
+      paddingVertical: 24,
+    },
+    carouselFrame: {
+      width: "100%",
+      overflow: "hidden",
+      alignItems: "center",
+      justifyContent: "center",
+      borderWidth: 1,
+    },
+    paginationText: {
+      color: colors.textSecondary,
+      fontSize: 13,
+      fontWeight: "700",
+    },
+  });
+}
+
 function QuickFact(props: { label: string; value: string; tone?: "default" | "success" | "danger" }) {
   const { label, value, tone = "default" } = props;
   const { colors } = useAppTheme();
+  const styles = useMemo(() => createStyles(colors), [colors]);
   const valueColor =
     tone === "success" ? colors.success : tone === "danger" ? colors.danger : colors.text;
   return (
     <View
-      style={{
-        flexBasis: "48%",
-        gap: 4,
-        paddingVertical: 10,
-        paddingHorizontal: 12,
-        borderRadius: 14,
-        borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
-        backgroundColor: "rgba(255,255,255,0.04)",
-      }}
+      style={styles.quickFact}
     >
       <Text
         style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700", textTransform: "uppercase" }}
@@ -170,14 +306,13 @@ function SectionCard(props: {
   const { title, subtitle = null, children } = props;
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
+  const styles = useMemo(() => createStyles(colors), [colors]);
   return (
     <View
       style={[
-        card,
+        styles.card,
         {
-          borderColor: "rgba(255,255,255,0.08)",
           borderRadius: layout.mediumRadius,
-          backgroundColor: "rgba(255,255,255,0.035)",
         },
       ]}
     >
@@ -196,6 +331,7 @@ export default function ItemDetailsScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
+  const styles = useMemo(() => createStyles(colors), [colors]);
   const uid = user?.uid ?? null;
   const { id, sourceTab } = useLocalSearchParams<{ id: string; sourceTab?: string }>();
   const itemId = useMemo(() => (Array.isArray(id) ? id[0] : id), [id]);
@@ -574,15 +710,15 @@ export default function ItemDetailsScreen() {
         >
           <Pressable
             onPress={navigateBackToSource}
-            style={[pill, { backgroundColor: colors.surface, borderColor: colors.border }]}
+            style={[styles.pill, { backgroundColor: colors.surface, borderColor: colors.border }]}
           >
-            <Text style={[pillText, { color: colors.text }]}>Back</Text>
+            <Text style={[styles.pillText, { color: colors.text }]}>Back</Text>
           </Pressable>
           <Text style={{ fontSize: 20, fontWeight: "900", color: colors.text }}>Item</Text>
           <Pressable
             onPress={onOpenOverflowMenu}
             style={[
-              pill,
+              styles.pill,
               {
                 minWidth: 44,
                 alignItems: "center",
@@ -592,7 +728,7 @@ export default function ItemDetailsScreen() {
               },
             ]}
           >
-            <Text style={[pillText, { fontSize: 20, lineHeight: 20, color: colors.text }]}>⋯</Text>
+            <Text style={[styles.pillText, { fontSize: 20, lineHeight: 20, color: colors.text }]}>⋯</Text>
           </Pressable>
         </View>
 
@@ -614,15 +750,7 @@ export default function ItemDetailsScreen() {
                   imageDecoration={imageDecoration}
                 />
               ) : (
-                <View
-                  style={{
-                    height: 216,
-                    borderRadius: 18,
-                    backgroundColor: "rgba(255,255,255,0.04)",
-                    alignItems: "center",
-                    justifyContent: "center",
-                  }}
-                >
+                <View style={styles.imagePlaceholder}>
                   <Text style={{ color: colors.textSecondary, fontWeight: "800" }}>No photo</Text>
                 </View>
               )}
@@ -697,14 +825,14 @@ export default function ItemDetailsScreen() {
                       pressedScale={0.96}
                       pressedOpacity={0.84}
                       disabledOpacity={0.72}
-                      style={{
-                        borderRadius: 999,
-                        paddingHorizontal: 12,
-                        paddingVertical: 9,
-                        backgroundColor: selected ? colors.ctaCream : "rgba(255,255,255,0.045)",
-                        borderWidth: selected ? 0 : 1,
-                        borderColor: "rgba(255,255,255,0.1)",
-                      }}
+                      style={[
+                        {
+                          borderRadius: 999,
+                          paddingHorizontal: 12,
+                          paddingVertical: 9,
+                        },
+                        selected ? styles.selectedLaundryPill : styles.unselectedLaundryPill,
+                      ]}
                     >
                       <Text style={{ color: selected ? colors.ctaText : colors.text, fontWeight: "900" }}>
                         {LAUNDRY_STATUS_LABELS[status]}
@@ -735,16 +863,7 @@ export default function ItemDetailsScreen() {
                 </Text>
               ) : null}
               {item.colorNeedsReview && item.colorSource !== "user" ? (
-                <View
-                  style={{
-                    marginTop: 12,
-                    borderWidth: 1,
-                    borderColor: "rgba(242,198,109,0.45)",
-                    backgroundColor: "rgba(242,198,109,0.12)",
-                    borderRadius: 12,
-                    padding: 12,
-                  }}
-                >
+                <View style={styles.warningBox}>
                   <Text style={{ color: colors.warning, fontWeight: "700", lineHeight: 20 }}>
                     Color check: AI said {item.aiColorLabel || "—"}, pixels suggest{" "}
                     {toTitleCase(item.pixelColors?.[0] || "—")}. Confirm a color below if needed.
@@ -769,9 +888,9 @@ export default function ItemDetailsScreen() {
                       haptic="selection"
                       hapticTrigger="press"
                       pressedScale={0.97}
-                      style={[pill, { borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
+                      style={[styles.pill, { borderColor: colors.border, backgroundColor: colors.inputBackground }]}
                     >
-                      <Text style={[pillText, { color: colors.text }]}>Auto (AI)</Text>
+                      <Text style={[styles.pillText, { color: colors.text }]}>Auto (AI)</Text>
                     </AuraPressable>
                     <TextInput
                       value={patternDraft}
@@ -779,7 +898,7 @@ export default function ItemDetailsScreen() {
                       onEndEditing={() => void saveField("pattern", patternDraft.trim() || null)}
                       placeholder={item.pattern || "Auto (AI)"}
                       placeholderTextColor={colors.textSecondary}
-                      style={[textInput, { flex: 1, color: colors.text, borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
+                      style={[styles.textInput, { flex: 1, borderColor: colors.border }]}
                     />
                   </View>
                 </View>
@@ -794,9 +913,9 @@ export default function ItemDetailsScreen() {
                       haptic="selection"
                       hapticTrigger="press"
                       pressedScale={0.97}
-                      style={[pill, { borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
+                      style={[styles.pill, { borderColor: colors.border, backgroundColor: colors.inputBackground }]}
                     >
-                      <Text style={[pillText, { color: colors.text }]}>Auto (AI)</Text>
+                      <Text style={[styles.pillText, { color: colors.text }]}>Auto (AI)</Text>
                     </AuraPressable>
                     <TextInput
                       value={materialDraft}
@@ -804,7 +923,7 @@ export default function ItemDetailsScreen() {
                       onEndEditing={() => void saveField("material", materialDraft.trim() || null)}
                       placeholder={item.material || "Auto (AI)"}
                       placeholderTextColor={colors.textSecondary}
-                      style={[textInput, { flex: 1, color: colors.text, borderColor: colors.border, backgroundColor: "rgba(255,255,255,0.04)" }]}
+                      style={[styles.textInput, { flex: 1, borderColor: colors.border }]}
                     />
                   </View>
                 </View>
@@ -826,8 +945,8 @@ export default function ItemDetailsScreen() {
                             paddingHorizontal: 11,
                             borderRadius: 999,
                             borderWidth: 1,
-                            borderColor: isSelected ? colors.text : "rgba(255,255,255,0.12)",
-                            backgroundColor: isSelected ? colors.text : "rgba(255,255,255,0.03)",
+                            borderColor: isSelected ? colors.text : colors.borderStrong,
+                            backgroundColor: isSelected ? colors.text : colors.chipBackground,
                             opacity: colorSaving ? 0.65 : 1,
                           }}
                         >
@@ -855,8 +974,8 @@ export default function ItemDetailsScreen() {
                           paddingHorizontal: 10,
                           borderRadius: 999,
                           borderWidth: 1,
-                          borderColor: "rgba(255,255,255,0.18)",
-                          backgroundColor: "rgba(255,255,255,0.03)",
+                          borderColor: colors.borderStrong,
+                          backgroundColor: colors.chipBackground,
                         }}
                       >
                         <Text style={{ color: colors.text, fontWeight: "700" }}>Reset to AI</Text>
@@ -874,19 +993,13 @@ export default function ItemDetailsScreen() {
       </ScrollView>
       {!loading && item ? (
         <View
-          style={{
-            position: "absolute",
-            left: 0,
-            right: 0,
-            bottom: 0,
-            paddingHorizontal: layout.horizontalPadding,
-            paddingTop: 12,
-            paddingBottom: footerOffset,
-            backgroundColor: "rgba(15,15,15,0.92)",
-            borderTopWidth: 1,
-            borderTopColor: "rgba(255,255,255,0.08)",
-            gap: 10,
-          }}
+          style={[
+            styles.footer,
+            {
+              paddingHorizontal: layout.horizontalPadding,
+              paddingBottom: footerOffset,
+            },
+          ]}
           onLayout={(event) => {
             const nextHeight = Math.round(event.nativeEvent.layout.height);
             if (nextHeight !== footerHeight) {
@@ -904,11 +1017,11 @@ export default function ItemDetailsScreen() {
               pressedOpacity={0.86}
               disabledOpacity={0.6}
               style={[
-                btn,
+                styles.btn,
                 { backgroundColor: colors.ctaCream },
               ]}
             >
-              <Text style={[btnText, { color: colors.ctaText }]}>Mark as Washed</Text>
+              <Text style={[styles.btnText, { color: colors.ctaText }]}>Mark as Washed</Text>
             </AuraPressable>
           ) : (
             <>
@@ -921,11 +1034,11 @@ export default function ItemDetailsScreen() {
                 pressedOpacity={0.86}
                 disabledOpacity={0.5}
                 style={[
-                  btn,
+                  styles.btn,
                   { backgroundColor: colors.ctaCream },
                 ]}
               >
-                <Text style={[btnText, { color: colors.ctaText }]}>Mark as Worn</Text>
+                <Text style={[styles.btnText, { color: colors.ctaText }]}>Mark as Worn</Text>
               </AuraPressable>
 
               <View style={{ flexDirection: "row", gap: 10 }}>
@@ -938,15 +1051,11 @@ export default function ItemDetailsScreen() {
                   pressedOpacity={0.86}
                   disabledOpacity={0.6}
                   style={[
-                    btn,
-                    {
-                      borderColor: "rgba(255,255,255,0.22)",
-                      borderWidth: 1,
-                      backgroundColor: "rgba(255,255,255,0.04)",
-                    },
+                    styles.btn,
+                    styles.secondaryButton,
                   ]}
                 >
-                  <Text style={[btnText, { color: colors.text }]}>Send to Laundry</Text>
+                  <Text style={[styles.btnText, { color: colors.text }]}>Send to Laundry</Text>
                 </AuraPressable>
                 <AuraPressable
                   onPress={onConfirmWashed}
@@ -957,15 +1066,11 @@ export default function ItemDetailsScreen() {
                   pressedOpacity={0.86}
                   disabledOpacity={0.6}
                   style={[
-                    btn,
-                    {
-                      borderColor: "rgba(255,255,255,0.16)",
-                      borderWidth: 1,
-                      backgroundColor: "transparent",
-                    },
+                    styles.btn,
+                    styles.tertiaryButton,
                   ]}
                 >
-                  <Text style={[btnText, { color: "rgba(255,255,255,0.88)" }]}>Mark as Washed</Text>
+                  <Text style={[styles.btnText, { color: colors.textSecondary }]}>Mark as Washed</Text>
                 </AuraPressable>
               </View>
             </>
@@ -976,48 +1081,6 @@ export default function ItemDetailsScreen() {
   );
 }
 
-const card = {
-  borderWidth: 1,
-  borderColor: "rgba(255,255,255,0.08)",
-  borderRadius: 16,
-  padding: 12,
-  backgroundColor: "rgba(255,255,255,0.035)",
-} as const;
-
-const btn = {
-  flex: 1,
-  paddingVertical: 14,
-  borderRadius: 14,
-  alignItems: "center",
-  justifyContent: "center",
-} as const;
-
-const btnText = {
-  fontWeight: "900",
-  fontSize: 16,
-} as const;
-
-const pill = {
-  paddingVertical: 8,
-  paddingHorizontal: 12,
-  borderRadius: 999,
-  borderWidth: 1,
-  borderColor: "rgba(255,255,255,0.12)",
-} as const;
-
-const pillText = {
-  fontWeight: "900",
-} as const;
-
-const textInput = {
-  borderWidth: 1,
-  borderColor: "rgba(255,255,255,0.12)",
-  borderRadius: 12,
-  paddingHorizontal: 12,
-  paddingVertical: 10,
-  fontSize: 16,
-} as const;
-
 function ItemImageModal(props: {
   visible: boolean;
   images: DetailImageAsset[];
@@ -1025,6 +1088,8 @@ function ItemImageModal(props: {
   onClose: () => void;
 }) {
   const { visible, images, initialIndex, onClose } = props;
+  const { colors } = useAppTheme();
+  const styles = useMemo(() => createStyles(colors), [colors]);
   const insets = useSafeAreaInsets();
   const [activeIndex, setActiveIndex] = useState(initialIndex);
   const windowWidth = Dimensions.get("window").width;
@@ -1043,32 +1108,17 @@ function ItemImageModal(props: {
 
   return (
     <Modal visible={visible} animationType="slide" presentationStyle="fullScreen" onRequestClose={onClose}>
-      <View style={{ flex: 1, backgroundColor: "#111" }}>
+      <View style={styles.modalRoot}>
         <Text
-          style={{
-            color: "#fff",
-            fontSize: 18,
-            fontWeight: "800",
-            textAlign: "center",
-            paddingTop: insets.top + 16,
-          }}
+          style={[styles.modalTitle, { paddingTop: insets.top + 16 }]}
         >
           Photo
         </Text>
         <Pressable
           onPress={onClose}
-          style={{
-            position: "absolute",
-            top: insets.top + 12,
-            right: 12,
-            zIndex: 10,
-            paddingVertical: 10,
-            paddingHorizontal: 12,
-            borderRadius: 999,
-            backgroundColor: "rgba(0,0,0,0.55)",
-          }}
+          style={[styles.modalCloseButton, { top: insets.top + 12 }]}
         >
-          <Text style={{ color: "#fff", fontWeight: "800" }}>Close</Text>
+          <Text style={{ color: colors.text, fontWeight: "800" }}>Close</Text>
         </Pressable>
         <ScrollView
           style={{ flex: 1 }}
@@ -1101,19 +1151,7 @@ function ItemImageModal(props: {
                     justifyContent: "center",
                   }}
                 >
-                  <View
-                    style={{
-                      width: "100%",
-                      minHeight: 360,
-                      alignItems: "center",
-                      justifyContent: "center",
-                      backgroundColor: "#e5d6bf",
-                      borderRadius: 20,
-                      overflow: "hidden",
-                      paddingHorizontal: 24,
-                      paddingVertical: 24,
-                    }}
-                  >
+                  <View style={styles.modalImageStage}>
                     <AppImage
                       source={{
                         uri: image.uri,
@@ -1135,11 +1173,11 @@ function ItemImageModal(props: {
                     width: index === activeIndex ? 18 : 8,
                     height: 8,
                     borderRadius: 999,
-                    backgroundColor: index === activeIndex ? "#fff" : "rgba(255,255,255,0.3)",
+                    backgroundColor: index === activeIndex ? colors.text : colors.borderStrong,
                   }}
                 />
               ))}
-              <Text style={{ color: "rgba(255,255,255,0.78)", fontWeight: "700", marginLeft: 8 }}>
+              <Text style={{ color: colors.textSecondary, fontWeight: "700", marginLeft: 8 }}>
                 {activeIndex + 1} / {images.length}
               </Text>
             </View>
@@ -1176,6 +1214,8 @@ function DetailImageCarousel(props: {
     imageDecoration,
   } = props;
   const layout = useResponsiveLayout();
+  const { colors } = useAppTheme();
+  const styles = useMemo(() => createStyles(colors), [colors]);
   const windowWidth = Dimensions.get("window").width;
   const cardWidth = Math.max(windowWidth - layout.horizontalPadding * 2 - 36, 1);
   const cardHeight = Math.min(540, Math.max(300, cardWidth / Math.max(containerAspectRatio, 0.58)));
@@ -1212,19 +1252,17 @@ function DetailImageCarousel(props: {
             }}
           >
             <View
-              style={{
-                width: "100%",
-                height: cardHeight,
-                borderRadius: 18,
-                backgroundColor: isHeroImage ? "#e5d6bf" : "rgba(255,255,255,0.04)",
-                overflow: "hidden",
-                alignItems: "center",
-                justifyContent: "center",
-                borderWidth: 1,
-                borderColor: isHeroImage ? "rgba(88,66,38,0.08)" : "rgba(255,255,255,0.08)",
-                paddingHorizontal: isHeroImage ? 22 : 0,
-                paddingVertical: isHeroImage ? 24 : 0,
-              }}
+              style={[
+                styles.carouselFrame,
+                {
+                  height: cardHeight,
+                  borderRadius: 18,
+                  backgroundColor: isHeroImage ? colors.outfitBoardBackground : colors.chipBackground,
+                  borderColor: isHeroImage ? colors.border : colors.borderStrong,
+                  paddingHorizontal: isHeroImage ? 22 : 0,
+                  paddingVertical: isHeroImage ? 24 : 0,
+                },
+              ]}
             >
               {isHeroImage ? (
                 <View
@@ -1235,7 +1273,7 @@ function DetailImageCarousel(props: {
                     height: imageDecoration.shadowStyle.height,
                     bottom: imageDecoration.shadowStyle.bottom,
                     borderRadius: 999,
-                    backgroundColor: "#6a5131",
+                    backgroundColor: colors.shadow,
                     opacity: imageDecoration.shadowStyle.opacity,
                   }}
                 />
@@ -1270,12 +1308,12 @@ function DetailImageCarousel(props: {
                   width: index === activeIndex ? 18 : 8,
                   height: 8,
                   borderRadius: 999,
-                  backgroundColor: index === activeIndex ? "#8bcfff" : "rgba(255,255,255,0.18)",
+                  backgroundColor: index === activeIndex ? colors.lightPurple : colors.borderStrong,
                 }}
               />
             ))}
           </View>
-          <Text style={{ color: "#9aa3af", fontSize: 13, fontWeight: "700" }}>
+          <Text style={styles.paginationText}>
             {activeIndex + 1} / {images.length}
           </Text>
         </View>
diff --git a/src/auth/authErrors.ts b/src/auth/authErrors.ts
index e1b7587..7a23324 100644
--- a/src/auth/authErrors.ts
+++ b/src/auth/authErrors.ts
@@ -1,7 +1,8 @@
 export function getAuthErrorMessage(error: unknown): string {
   const code = (error as { code?: string; name?: string })?.code ?? (error as { name?: string })?.name;
+  const normalizedCode = String(code ?? "").replace(/^auth\//, "");
 
-  switch (code) {
+  switch (normalizedCode) {
     case "SIGN_IN_CANCELLED":
       return "Sign in cancelled";
     case "IN_PROGRESS":
@@ -11,15 +12,23 @@ export function getAuthErrorMessage(error: unknown): string {
     case "1001":
     case "ERR_REQUEST_CANCELED":
       return "Sign in cancelled";
-    case "auth/account-exists-with-different-credential":
+    case "account-exists-with-different-credential":
       return "An account already exists with this email. Please sign in with your original method.";
-    case "auth/invalid-credential":
-      return "Sign in failed. Please try again.";
-    case "auth/user-disabled":
+    case "invalid-email":
+      return "Enter a valid email address.";
+    case "invalid-credential":
+    case "wrong-password":
+    case "user-not-found":
+      return "Email or password is incorrect.";
+    case "email-already-in-use":
+      return "That email is already registered.";
+    case "weak-password":
+      return "Use at least 6 characters.";
+    case "user-disabled":
       return "This account has been disabled.";
-    case "auth/network-request-failed":
-      return "Network error. Check your connection.";
-    case "auth/too-many-requests":
+    case "network-request-failed":
+      return "Network issue. Try again.";
+    case "too-many-requests":
       return "Too many attempts. Please wait a moment.";
     default:
       return "Sign in failed. Please try again.";
diff --git a/src/components/auth/AuthScaffold.tsx b/src/components/auth/AuthScaffold.tsx
index 5ff09ff..d91fa71 100644
--- a/src/components/auth/AuthScaffold.tsx
+++ b/src/components/auth/AuthScaffold.tsx
@@ -47,6 +47,17 @@ export function AuthScaffold({
             }}
           >
             <View style={{ gap: headerGap }}>
+              <Text
+                style={{
+                  color: colors.text,
+                  fontSize: theme.typography.wordmark.fontSize,
+                  fontWeight: theme.typography.wordmark.fontWeight,
+                  letterSpacing: theme.typography.wordmark.letterSpacing,
+                  fontFamily: Fonts.sans,
+                }}
+              >
+                AURA
+              </Text>
               <Text
                 style={{
                   color: colors.textSecondary,
@@ -78,29 +89,31 @@ export function AuthScaffold({
   );
 }
 
-export function AuthInput(props: React.ComponentProps<typeof TextInput>) {
+export const AuthInput = React.forwardRef<TextInput, React.ComponentProps<typeof TextInput>>(
+function AuthInput(props, ref) {
   const { colors } = useAppTheme();
   const isWeb = Platform.OS === "web";
   const webInputStyle = isWeb
     ? ({
         outlineStyle: "none",
         boxShadow: "none",
-        WebkitTextFillColor: colors.background,
+        WebkitTextFillColor: colors.text,
         opacity: 1,
       } as const)
     : null;
   return (
     <TextInput
-      placeholderTextColor={isWeb ? "rgba(10,10,15,0.42)" : colors.textMuted}
+      ref={ref}
+      placeholderTextColor={colors.textMuted}
       selectionColor={colors.softPurple}
       {...props}
       style={[
         {
           borderWidth: 1,
-          borderColor: isWeb ? "rgba(237,233,227,0.7)" : colors.border,
+          borderColor: colors.borderStrong,
           borderRadius: 18,
-          backgroundColor: isWeb ? colors.ctaCream : colors.inputBackground,
-          color: isWeb ? colors.background : colors.textPrimary,
+          backgroundColor: colors.inputBackground,
+          color: colors.textPrimary,
           paddingHorizontal: 16,
           paddingVertical: 16,
           fontSize: 17,
@@ -112,7 +125,7 @@ export function AuthInput(props: React.ComponentProps<typeof TextInput>) {
       ]}
     />
   );
-}
+});
 
 export function PrimaryAuthButton({
   label,

From b9a4324680acd48f1a4bfd88db6af9b04386ce2e Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 22:39:11 -0500
Subject: [PATCH 46/93] fix(aura): stabilize chat message ordering

---
 src/lib/aiChats.ts          | 17 +++++-----
 src/lib/chatMessageOrder.ts | 62 ++++++++++++++++++++++++++++---------
 2 files changed, 54 insertions(+), 25 deletions(-)

diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index 3666efe..517247a 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -13,7 +13,7 @@ import {
 } from "firebase/firestore";
 
 import { db } from "@/src/lib/firebase";
-import { orderChatMessages, toMessageMillis } from "@/src/lib/chatMessageOrder";
+import { messageOrderMillis, orderChatMessages, toMessageMillis } from "@/src/lib/chatMessageOrder";
 import { setCachedChatList, setCachedRecentMessages } from "@/src/lib/localCache";
 import type { AIMessage, ChatAttachment } from "@/src/components/ai/chatTypes";
 import type {
@@ -283,6 +283,9 @@ function toChatMessage(snapshot: { id: string; data: () => Record<string, unknow
   if (type !== "user" && type !== "assistant" && type !== "outfit" && type !== "system/action") {
     return null;
   }
+  const createdAt = toMessageMillis(data.createdAt);
+  const clientCreatedAt = toMessageMillis(data.clientCreatedAt);
+  const stableCreatedAt = createdAt ?? clientCreatedAt ?? messageOrderMillis({ id: snapshot.id });
   const aura = isAuraResponse(data.aura) ? normalizeAuraCandidatePayload(data.aura) : undefined;
   if (DEBUG_AURA_CLIENT && aura?.lookOptions?.length) {
     console.log("[AURA_MULTI]", "loaded multi-look chat message", {
@@ -309,14 +312,8 @@ function toChatMessage(snapshot: { id: string; data: () => Record<string, unknow
     streaming: typeof data.streaming === "boolean" ? data.streaming : undefined,
     outfits: Array.isArray(data.outfits) ? (data.outfits as AIMessage["outfits"]) : undefined,
     aura,
-    createdAt:
-      toMessageMillis(data.createdAt) ??
-      toMessageMillis(data.clientCreatedAt) ??
-      Date.now(),
-    clientCreatedAt:
-      toMessageMillis(data.clientCreatedAt) ??
-      toMessageMillis(data.createdAt) ??
-      undefined,
+    createdAt: stableCreatedAt,
+    clientCreatedAt: clientCreatedAt ?? createdAt ?? stableCreatedAt,
     localSequence:
       typeof data.localSequence === "number" && Number.isFinite(data.localSequence)
         ? data.localSequence
@@ -587,7 +584,7 @@ export async function loadChatThread(uid: string, chatId: string) {
 }
 
 export async function loadChatMessages(uid: string, chatId: string) {
-  const snap = await getDocs(query(messageCollectionRef(uid, chatId), orderBy("createdAt", "asc")));
+  const snap = await getDocs(messageCollectionRef(uid, chatId));
   const messages = orderChatMessages(
     snap.docs.map((entry) => toChatMessage(entry)).filter((entry): entry is AIMessage => !!entry),
   );
diff --git a/src/lib/chatMessageOrder.ts b/src/lib/chatMessageOrder.ts
index 2028637..52079a9 100644
--- a/src/lib/chatMessageOrder.ts
+++ b/src/lib/chatMessageOrder.ts
@@ -39,35 +39,67 @@ function millisFromMessageId(id: string) {
   return Number.isFinite(millis) ? millis : null;
 }
 
+function messageTimestamp(message: OrderableMessage) {
+  return toMessageMillis(message.clientCreatedAt) ?? toMessageMillis(message.createdAt);
+}
+
 export function messageOrderMillis(message: OrderableMessage) {
   return (
-    toMessageMillis(message.clientCreatedAt) ??
-    toMessageMillis(message.createdAt) ??
+    messageTimestamp(message) ??
     millisFromMessageId(message.id) ??
     0
   );
 }
 
-function messageSequence(message: OrderableMessage, fallbackIndex: number) {
+function messageSequence(message: OrderableMessage) {
   return typeof message.localSequence === "number" && Number.isFinite(message.localSequence)
     ? message.localSequence
-    : fallbackIndex;
+    : null;
 }
 
-export function orderChatMessages<T extends OrderableMessage>(messages: T[]): T[] {
-  const originalIndex = new Map(messages.map((message, index) => [message.id, index]));
-  return [...messages].sort((left, right) => {
-    if (left.replyToMessageId === right.id) return 1;
-    if (right.replyToMessageId === left.id) return -1;
+function compareMaybeNumber(left: number | null, right: number | null) {
+  if (left !== null && right !== null && left !== right) return left - right;
+  if (left !== null && right === null) return -1;
+  if (left === null && right !== null) return 1;
+  return 0;
+}
+
+function ensureRepliesFollowParents<T extends OrderableMessage>(messages: T[]) {
+  const next = messages.slice();
+  let moved = true;
+  let guard = 0;
+
+  while (moved && guard < next.length) {
+    moved = false;
+    guard += 1;
+
+    for (let index = 0; index < next.length; index += 1) {
+      const message = next[index];
+      if (!message.replyToMessageId) continue;
 
-    const leftMillis = messageOrderMillis(left);
-    const rightMillis = messageOrderMillis(right);
-    if (leftMillis !== rightMillis) return leftMillis - rightMillis;
+      const parentIndex = next.findIndex((entry) => entry.id === message.replyToMessageId);
+      if (parentIndex < 0 || parentIndex < index) continue;
+
+      next.splice(index, 1);
+      const adjustedParentIndex = next.findIndex((entry) => entry.id === message.replyToMessageId);
+      next.splice(adjustedParentIndex + 1, 0, message);
+      moved = true;
+      break;
+    }
+  }
+
+  return next;
+}
+
+export function orderChatMessages<T extends OrderableMessage>(messages: T[]): T[] {
+  const sorted = [...messages].sort((left, right) => {
+    const timestampCompare = compareMaybeNumber(messageTimestamp(left), messageTimestamp(right));
+    if (timestampCompare !== 0) return timestampCompare;
 
-    const leftSequence = messageSequence(left, originalIndex.get(left.id) ?? 0);
-    const rightSequence = messageSequence(right, originalIndex.get(right.id) ?? 0);
-    if (leftSequence !== rightSequence) return leftSequence - rightSequence;
+    const sequenceCompare = compareMaybeNumber(messageSequence(left), messageSequence(right));
+    if (sequenceCompare !== 0) return sequenceCompare;
 
     return left.id.localeCompare(right.id);
   });
+  return ensureRepliesFollowParents(sorted);
 }

From 9ead0cc2ee644bd4d47fa3584d4414330893dd76 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 22:41:03 -0500
Subject: [PATCH 47/93] Polish AURA chat interactions

---
 app/(tabs)/ai.tsx                    |  33 +++---
 src/components/ai/AuraChatDrawer.tsx | 152 +++++++++++++++++++++------
 src/components/ai/AuraHeader.tsx     |  17 +--
 src/components/ai/AuraQuickChips.tsx |  14 ++-
 src/components/ai/ChatList.tsx       |  76 +++++++++++---
 src/components/ai/ChatMessage.tsx    |  55 +++++-----
 src/components/ai/OutfitMessage.tsx  |  89 +++++++++-------
 src/components/aura/AuraLookCard.tsx |   2 +
 8 files changed, 296 insertions(+), 142 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 916b486..ad26e8c 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -100,9 +100,6 @@ const AURA_EMPTY_STATE_CHIPS = [
   "Help me pick an outfit",
   "What should I wear tonight?",
 ];
-const AURA_CHAT_BACKGROUND_COLORS = ["#050507", "#07070B", "#0B0B12"] as const;
-const AURA_CHAT_BOTTOM_GLOW_COLORS = ["rgba(124,92,255,0.035)", "rgba(167,139,250,0.012)", "transparent"] as const;
-
 type OptionalAudioRecorder = {
   uri: string | null;
   prepareToRecordAsync: () => Promise<void>;
@@ -171,15 +168,15 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
         borderRadius: 28,
         overflow: "hidden",
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.1)",
-        backgroundColor: "rgba(12,15,22,0.76)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceGlass,
         padding: layout.screenSize === "compact" ? 18 : 22,
         gap: 18,
       }}
     >
       <LinearGradient
         pointerEvents="none"
-        colors={["rgba(167,139,250,0.18)", "rgba(243,190,221,0.06)", "rgba(255,255,255,0.018)"]}
+        colors={[colors.purpleSurfaceStrong, colors.warmGlow, colors.surfaceGlass]}
         start={{ x: 0, y: 0 }}
         end={{ x: 1, y: 1 }}
         style={{ position: "absolute", inset: 0 }}
@@ -214,7 +211,7 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
           </Text>
           <Text
             style={{
-              color: auraTheme.textMuted,
+              color: colors.textSecondary,
               fontSize: 14,
               lineHeight: 21,
               fontWeight: "600",
@@ -239,9 +236,9 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
               borderRadius: 999,
               paddingHorizontal: 12,
               paddingVertical: 9,
-              backgroundColor: "rgba(255,255,255,0.055)",
+              backgroundColor: colors.chipBackground,
               borderWidth: 1,
-              borderColor: auraTheme.borderSoft,
+              borderColor: colors.border,
             }}
           >
             <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>{chip}</Text>
@@ -262,8 +259,8 @@ function AuraChatLoadingState() {
         marginBottom: 12,
         borderRadius: 24,
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.09)",
-        backgroundColor: "rgba(12,15,22,0.68)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceGlass,
         padding: 18,
         flexDirection: "row",
         alignItems: "center",
@@ -273,7 +270,7 @@ function AuraChatLoadingState() {
       <AnimatedAuraRing size={44} stroke={2} rotationDuration={4200} />
       <View style={{ flex: 1, gap: 4 }}>
         <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>AURA is getting ready</Text>
-        <Text style={{ color: auraTheme.textMuted, fontSize: 12.5, lineHeight: 18 }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 18 }}>
           Pulling in your latest closet context.
         </Text>
       </View>
@@ -2177,6 +2174,14 @@ export default function AIScreen() {
     inputRange: [0, 1],
     outputRange: [0.02, 0.12],
   });
+  const chatBackgroundColors = useMemo(
+    () => [colors.background, colors.surface, colors.surfaceSoft] as const,
+    [colors.background, colors.surface, colors.surfaceSoft],
+  );
+  const chatBottomGlowColors = useMemo(
+    () => [colors.purpleSurface, colors.surfaceGlass, "transparent"] as const,
+    [colors.purpleSurface, colors.surfaceGlass],
+  );
   const restingComposerBottom = layout.composerOffset;
   const isComposerActive = isComposerFocused || keyboardHeight > 0;
   const keyboardComposerBottom =
@@ -2217,14 +2222,14 @@ export default function AIScreen() {
   return (
     <AuraGlowBackground>
       <LinearGradient
-        colors={AURA_CHAT_BACKGROUND_COLORS}
+        colors={chatBackgroundColors}
         start={{ x: 0, y: 0 }}
         end={{ x: 1, y: 1 }}
         style={{ flex: 1, paddingTop: Math.max(insets.top + 4, layout.topContentInset - 12) }}
       >
         <LinearGradient
           pointerEvents="none"
-          colors={AURA_CHAT_BOTTOM_GLOW_COLORS}
+          colors={chatBottomGlowColors}
         start={{ x: 0.5, y: 1 }}
         end={{ x: 0.5, y: 0 }}
         style={{
diff --git a/src/components/ai/AuraChatDrawer.tsx b/src/components/ai/AuraChatDrawer.tsx
index 875d6e8..8d6fb7c 100644
--- a/src/components/ai/AuraChatDrawer.tsx
+++ b/src/components/ai/AuraChatDrawer.tsx
@@ -21,6 +21,7 @@ import { useSafeAreaInsets } from "react-native-safe-area-context";
 import { Fonts, type AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { summarizeThreadDisplayTitle, type AIChatThread } from "@/src/lib/aiChats";
+import { runHaptic } from "@/src/lib/haptics";
 
 import { auraTheme } from "./aiTheme";
 
@@ -75,10 +76,14 @@ export default function AuraChatDrawer({
   const [renameVisible, setRenameVisible] = React.useState(false);
   const [renameValue, setRenameValue] = React.useState("");
   const [busyAction, setBusyAction] = React.useState<string | null>(null);
-  const drawerWidth = 320;
-  const menuWidth = Math.min(drawerWidth - 32, 292);
+  const sheetHeight = Math.max(
+    360,
+    Math.min(screenHeight - Math.max(insets.top + 44, 96), 640),
+  );
+  const closedOffset = sheetHeight + Math.max(insets.bottom, 24) + 40;
+  const menuWidth = Math.min(screenWidth - 32, 292);
   const menuHeightEstimate = 360;
-  const translateX = React.useRef(new Animated.Value(-drawerWidth)).current;
+  const translateY = React.useRef(new Animated.Value(closedOffset)).current;
   const rowRefs = React.useRef<Record<string, View | null>>({});
 
   const filteredThreads = React.useMemo(() => {
@@ -92,9 +97,9 @@ export default function AuraChatDrawer({
 
   const sections = React.useMemo(() => buildSections(filteredThreads), [filteredThreads]);
 
-  const overlayOpacity = translateX.interpolate({
-    inputRange: [-drawerWidth, 0],
-    outputRange: [0, 0.45],
+  const overlayOpacity = translateY.interpolate({
+    inputRange: [0, closedOffset],
+    outputRange: [0.45, 0],
     extrapolate: "clamp",
   });
 
@@ -102,8 +107,8 @@ export default function AuraChatDrawer({
     setMenuThread(null);
     setMenuAnchor(null);
     setRenameVisible(false);
-    Animated.timing(translateX, {
-      toValue: -drawerWidth,
+    Animated.timing(translateY, {
+      toValue: closedOffset,
       duration: 260,
       easing: Easing.out(Easing.cubic),
       useNativeDriver: true,
@@ -113,12 +118,12 @@ export default function AuraChatDrawer({
         onClose();
       }
     });
-  }, [drawerWidth, onClose, translateX]);
+  }, [closedOffset, onClose, translateY]);
 
   React.useEffect(() => {
     if (visible) {
       setMounted(true);
-      Animated.timing(translateX, {
+      Animated.timing(translateY, {
         toValue: 0,
         duration: 260,
         easing: Easing.out(Easing.cubic),
@@ -129,7 +134,7 @@ export default function AuraChatDrawer({
     if (mounted) {
       closeDrawer();
     }
-  }, [closeDrawer, mounted, translateX, visible]);
+  }, [closeDrawer, mounted, translateY, visible]);
 
   React.useEffect(() => {
     if (!menuThread) return;
@@ -141,16 +146,16 @@ export default function AuraChatDrawer({
     () =>
       PanResponder.create({
         onMoveShouldSetPanResponder: (_, gestureState) =>
-          Math.abs(gestureState.dx) > Math.abs(gestureState.dy) && gestureState.dx < -6,
+          Math.abs(gestureState.dy) > Math.abs(gestureState.dx) && gestureState.dy > 8,
         onPanResponderMove: (_, gestureState) => {
-          translateX.setValue(Math.max(-drawerWidth, Math.min(0, gestureState.dx)));
+          translateY.setValue(Math.max(0, Math.min(closedOffset, gestureState.dy)));
         },
         onPanResponderRelease: (_, gestureState) => {
-          if (gestureState.dx < -drawerWidth * 0.18 || gestureState.vx < -0.65) {
+          if (gestureState.dy > sheetHeight * 0.16 || gestureState.vy > 0.65) {
             closeDrawer();
             return;
           }
-          Animated.timing(translateX, {
+          Animated.timing(translateY, {
             toValue: 0,
             duration: 180,
             easing: Easing.out(Easing.cubic),
@@ -158,7 +163,7 @@ export default function AuraChatDrawer({
           }).start();
         },
         onPanResponderTerminate: () => {
-          Animated.timing(translateX, {
+          Animated.timing(translateY, {
             toValue: 0,
             duration: 180,
             easing: Easing.out(Easing.cubic),
@@ -166,7 +171,7 @@ export default function AuraChatDrawer({
           }).start();
         },
       }),
-    [closeDrawer, drawerWidth, translateX],
+    [closeDrawer, closedOffset, sheetHeight, translateY],
   );
 
   const closeContextMenu = React.useCallback(() => {
@@ -182,6 +187,7 @@ export default function AuraChatDrawer({
 
   const openContextMenuForThread = React.useCallback(
     (thread: AIChatThread) => {
+      void runHaptic("selection");
       const row = rowRefs.current[thread.chatId];
       if (!row?.measureInWindow) {
         setMenuAnchor(null);
@@ -245,21 +251,53 @@ export default function AuraChatDrawer({
           style={[
             styles.drawer,
             {
-              width: drawerWidth,
-              paddingTop: insets.top + 10,
+              height: sheetHeight,
+              paddingTop: 12,
               paddingBottom: Math.max(insets.bottom + 16, 24),
-              transform: [{ translateX }],
+              backgroundColor: colors.surfaceGlass,
+              borderColor: colors.border,
+              transform: [{ translateY }],
             },
           ]}
         >
           <BlurView intensity={60} tint="dark" style={StyleSheet.absoluteFill} />
-          <View style={styles.drawerOverlay} />
+          <View style={[styles.drawerOverlay, { backgroundColor: colors.overlay }]} />
+
+          <View style={styles.grabberWrap}>
+            <View style={[styles.grabber, { backgroundColor: colors.borderStrong }]} />
+          </View>
 
           <View style={styles.header}>
             <Text style={[styles.title, { color: colors.text, letterSpacing: 0 }]}>Chats</Text>
+            <AuraPressable
+              onPress={closeDrawer}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.94}
+              pressedOpacity={0.82}
+              accessibilityRole="button"
+              accessibilityLabel="Close chats"
+              style={[
+                styles.closeButton,
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
+              ]}
+            >
+              <Ionicons name="close" size={16} color={colors.textSecondary} />
+            </AuraPressable>
           </View>
 
-          <View style={styles.searchShell}>
+          <View
+            style={[
+              styles.searchShell,
+              {
+                backgroundColor: colors.surfaceSoft,
+                borderColor: colors.border,
+              },
+            ]}
+          >
             <Ionicons name="search-outline" size={16} color={colors.textSecondary} />
             <TextInput
               value={query}
@@ -292,7 +330,7 @@ export default function AuraChatDrawer({
                         onLongPress={() => openContextMenuForThread(thread)}
                         delayLongPress={220}
                         haptic="selection"
-                        hapticTrigger="longPress"
+                        hapticTrigger="press"
                         pressedScale={0.985}
                         pressedOpacity={0.9}
                         onPress={() => {
@@ -330,12 +368,14 @@ export default function AuraChatDrawer({
                               </View>
                             ) : null}
                           </View>
-                          <Text style={styles.chatPreview} numberOfLines={1}>
+                          <Text style={[styles.chatPreview, { color: colors.textSecondary }]} numberOfLines={1}>
                             {thread.lastMessagePreview || "New stylist chat"}
                           </Text>
                         </View>
                         <View style={styles.metaColumn}>
-                          <Text style={styles.chatTime}>{formatTimestamp(thread.updatedAt)}</Text>
+                          <Text style={[styles.chatTime, { color: colors.textMuted }]}>
+                            {formatTimestamp(thread.updatedAt)}
+                          </Text>
                         </View>
                       </AuraPressable>
                     </View>
@@ -353,6 +393,10 @@ export default function AuraChatDrawer({
             <View
               style={[
                 styles.menuShell,
+                {
+                  backgroundColor: colors.surfaceGlass,
+                  borderColor: colors.border,
+                },
                 menuPosition
                   ? {
                       width: menuWidth,
@@ -367,7 +411,7 @@ export default function AuraChatDrawer({
               ]}
             >
               <BlurView intensity={58} tint="dark" style={StyleSheet.absoluteFill} />
-              <View style={styles.menuBackdrop} />
+              <View style={[styles.menuBackdrop, { backgroundColor: colors.overlay }]} />
               <View style={styles.menuHeader}>
                 <Text style={[styles.menuTitle, { color: colors.text }]} numberOfLines={1}>
                   {summarizeThreadDisplayTitle(menuThread)}
@@ -447,9 +491,18 @@ export default function AuraChatDrawer({
         >
           <View style={styles.renameRoot}>
             <Pressable style={StyleSheet.absoluteFill} onPress={() => setRenameVisible(false)} />
-            <View style={[styles.renameCard, { marginTop: insets.top + 96 }]}>
+            <View
+              style={[
+                styles.renameCard,
+                {
+                  marginTop: insets.top + 96,
+                  backgroundColor: colors.surfaceGlass,
+                  borderColor: colors.border,
+                },
+              ]}
+            >
               <BlurView intensity={58} tint="dark" style={StyleSheet.absoluteFill} />
-              <View style={styles.menuBackdrop} />
+              <View style={[styles.menuBackdrop, { backgroundColor: colors.overlay }]} />
               <Text style={[styles.renameTitle, { color: colors.text }]}>Rename chat</Text>
               <TextInput
                 value={renameValue}
@@ -570,7 +623,14 @@ function MenuActionRow({
 }) {
   return (
     <Pressable
-      onPress={busy ? undefined : onPress}
+      onPress={
+        busy
+          ? undefined
+          : () => {
+              void runHaptic(danger ? "warning" : "selection");
+              onPress();
+            }
+      }
       style={({ pressed }) => [
         styles.menuRow,
         {
@@ -611,26 +671,52 @@ function formatTimestamp(value: number) {
 const styles = StyleSheet.create({
   root: {
     flex: 1,
-    justifyContent: "flex-start",
+    justifyContent: "flex-end",
   },
   overlay: {
     ...StyleSheet.absoluteFillObject,
     backgroundColor: "#000",
   },
   drawer: {
-    flex: 1,
+    position: "absolute",
+    left: 0,
+    right: 0,
+    bottom: 0,
     backgroundColor: auraTheme.surface,
-    borderRightWidth: 1,
-    borderRightColor: auraTheme.borderSoft,
+    borderTopWidth: 1,
+    borderColor: auraTheme.borderSoft,
+    borderTopLeftRadius: 30,
+    borderTopRightRadius: 30,
+    overflow: "hidden",
   },
   drawerOverlay: {
     ...StyleSheet.absoluteFillObject,
     backgroundColor: "rgba(10,10,15,0.82)",
   },
   header: {
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
     paddingHorizontal: 18,
     paddingBottom: 14,
   },
+  grabberWrap: {
+    alignItems: "center",
+    paddingBottom: 12,
+  },
+  grabber: {
+    width: 42,
+    height: 4,
+    borderRadius: 999,
+  },
+  closeButton: {
+    width: 34,
+    height: 34,
+    borderRadius: 999,
+    borderWidth: 1,
+    alignItems: "center",
+    justifyContent: "center",
+  },
   title: {
     fontFamily: Fonts.sans,
     fontSize: 27,
diff --git a/src/components/ai/AuraHeader.tsx b/src/components/ai/AuraHeader.tsx
index ef53426..77703d5 100644
--- a/src/components/ai/AuraHeader.tsx
+++ b/src/components/ai/AuraHeader.tsx
@@ -1,8 +1,9 @@
 import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Animated, Pressable, Text, View } from "react-native";
+import { Animated, Text, View } from "react-native";
 
 import { Fonts, type AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 import AuraOrb from "./AuraOrb";
@@ -100,8 +101,12 @@ function HeaderAction({
   onPress: () => void;
 }) {
   return (
-    <Pressable
+    <AuraPressable
       onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.96}
+      pressedOpacity={0.88}
       style={({ pressed }) => ({
         flexDirection: "row",
         alignItems: "center",
@@ -109,15 +114,15 @@ function HeaderAction({
         borderRadius: 999,
         paddingHorizontal: 9,
         paddingVertical: 6,
-        backgroundColor: pressed ? "rgba(255,255,255,0.05)" : "rgba(255,255,255,0.015)",
+        backgroundColor: pressed ? colors.surfaceSoft : colors.surfaceGlass,
         borderWidth: 1,
-        borderColor: auraTheme.borderSoft,
+        borderColor: colors.border,
       })}
     >
       <Ionicons name={icon} size={13} color={colors.textSecondary} />
       <Text
         style={{
-          color: auraTheme.textMuted,
+          color: colors.textSecondary,
           fontSize: 11,
           fontWeight: "600",
           fontFamily: Fonts.sans,
@@ -125,6 +130,6 @@ function HeaderAction({
       >
         {label}
       </Text>
-    </Pressable>
+    </AuraPressable>
   );
 }
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index 299d847..a111080 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -5,8 +5,6 @@ import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
-import { auraTheme } from "./aiTheme";
-
 const TOP_CHIP_HEIGHT = 34;
 const TOP_CHIP_RADIUS = 17;
 const TOP_CHIP_GAP = 8;
@@ -93,9 +91,9 @@ function ChipCard({
           width: 164,
           minHeight: 46,
           borderRadius: 15,
-          backgroundColor: "rgba(255,255,255,0.018)",
+          backgroundColor: colors.surfaceSoft,
           borderWidth: 1,
-          borderColor: auraTheme.borderSoft,
+          borderColor: colors.border,
           paddingHorizontal: 10,
           paddingVertical: 7,
           justifyContent: "center",
@@ -106,7 +104,7 @@ function ChipCard({
         </Text>
         <Text
           style={{
-            color: auraTheme.textMuted,
+            color: colors.textSecondary,
             fontSize: 10.5,
             lineHeight: 13,
             marginTop: 1,
@@ -169,9 +167,9 @@ function Chip({
           paddingHorizontal: TOP_CHIP_HORIZONTAL_PADDING,
           paddingVertical: 0,
           borderRadius: TOP_CHIP_RADIUS,
-          backgroundColor: isTrainingChip ? "rgba(124,92,255,0.08)" : "rgba(255,255,255,0.026)",
+          backgroundColor: isTrainingChip ? colors.purpleSurface : colors.surfaceSoft,
           borderWidth: StyleSheet.hairlineWidth,
-          borderColor: isTrainingChip ? "rgba(124,92,255,0.18)" : "rgba(255,255,255,0.055)",
+          borderColor: isTrainingChip ? colors.purpleBorder : colors.border,
         }}
       >
         <View style={{ flexDirection: "row", alignItems: "center", gap: 6 }}>
@@ -193,7 +191,7 @@ function Chip({
             numberOfLines={1}
             ellipsizeMode="tail"
             style={{
-              color: isTrainingChip ? colors.lightPurple : auraTheme.textMuted,
+              color: isTrainingChip ? colors.lightPurple : colors.textSecondary,
               fontSize: 11.5,
               fontWeight: "700",
               fontFamily: Fonts.sans,
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index 614f0d3..aa3e690 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -1,5 +1,5 @@
 import React, { useCallback, useEffect, useMemo, useRef } from "react";
-import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, View } from "react-native";
+import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -20,6 +20,46 @@ const ChatItemSeparator = React.memo(function ChatItemSeparator() {
   return <View style={{ height: 12 }} />;
 });
 
+class ChatErrorBoundary extends React.Component<
+  { children: React.ReactNode; colors: AppColors; resetKey: string },
+  { hasError: boolean }
+> {
+  state = { hasError: false };
+
+  static getDerivedStateFromError() {
+    return { hasError: true };
+  }
+
+  componentDidUpdate(prevProps: { resetKey: string }) {
+    if (prevProps.resetKey !== this.props.resetKey && this.state.hasError) {
+      this.setState({ hasError: false });
+    }
+  }
+
+  render() {
+    if (!this.state.hasError) return this.props.children;
+    const { colors } = this.props;
+    return (
+      <View style={{ alignItems: "flex-start", paddingHorizontal: 8 }}>
+        <View
+          style={{
+            borderRadius: 18,
+            borderWidth: 1,
+            borderColor: colors.border,
+            backgroundColor: colors.surfaceGlass,
+            paddingHorizontal: 14,
+            paddingVertical: 11,
+          }}
+        >
+          <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "700" }}>
+            Couldn't render this message.
+          </Text>
+        </View>
+      </View>
+    );
+  }
+}
+
 function TypingBubble({ colors }: { colors: AppColors }) {
   const pulse = useRef(new Animated.Value(0.4)).current;
 
@@ -329,22 +369,24 @@ export default function ChatList({
   const renderItem = useCallback(
     ({ item }: { item: AIMessage }) => {
       return (
-        <View>
-          <ChatMessage
-            colors={colors}
-            message={item}
-            itemsById={itemsById}
-            savingId={savingId}
-            memoryHint={memoryHint}
-            onSaveOutfit={onSaveOutfit}
-            onMoreLikeThis={onMoreLikeThis}
-            onSwapOutfit={onSwapOutfit}
-            onAuraAction={onAuraAction}
-            onAuraCandidateAction={onAuraCandidateAction}
-            onAuraOutfitPhotoAction={onAuraOutfitPhotoAction}
-            onAuraLaundryAction={onAuraLaundryAction}
-          />
-        </View>
+        <ChatErrorBoundary colors={colors} resetKey={`${item.id}:${item.createdAt ?? ""}:${item.streaming ? "streaming" : "done"}`}>
+          <View>
+            <ChatMessage
+              colors={colors}
+              message={item}
+              itemsById={itemsById}
+              savingId={savingId}
+              memoryHint={memoryHint}
+              onSaveOutfit={onSaveOutfit}
+              onMoreLikeThis={onMoreLikeThis}
+              onSwapOutfit={onSwapOutfit}
+              onAuraAction={onAuraAction}
+              onAuraCandidateAction={onAuraCandidateAction}
+              onAuraOutfitPhotoAction={onAuraOutfitPhotoAction}
+              onAuraLaundryAction={onAuraLaundryAction}
+            />
+          </View>
+        </ChatErrorBoundary>
       );
     },
     [
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 06816c9..a6b4320 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -18,7 +18,7 @@ import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLook, Aura
 import AuraReplyCard from "./AuraReplyCard";
 import OutfitMessage from "./OutfitMessage";
 import type { AIMessage, ChatAttachment, ChatImageAttachment } from "./chatTypes";
-import { auraShadow, auraTheme } from "./aiTheme";
+import { auraShadow } from "./aiTheme";
 
 const USER_SINGLE_IMAGE_MIN_WIDTH = 180;
 const USER_SINGLE_IMAGE_MAX_WIDTH = 240;
@@ -124,6 +124,11 @@ function ChatMessage({
   const isUserUrlOnly = isUser && isUrlOnlyMessage(displayText);
   const formattedUserText = isUserUrlOnly ? formatUrlForDisplay(String(displayText ?? "")) : displayText;
   const messageAttachments = message.attachments ?? [];
+  const labelTextColor = colors.textMuted;
+  const assistantSurface = colors.surfaceGlass;
+  const assistantBorder = colors.border;
+  const userBubbleSurface = colors.purpleSurface;
+  const userBubbleBorder = colors.purpleBorder;
   const imageAttachments = messageAttachments.filter(
     (attachment): attachment is ChatImageAttachment => attachment.type === "image",
   );
@@ -312,19 +317,19 @@ function ChatMessage({
             paddingHorizontal: isSuggestion || isError ? 16 : 14,
             paddingVertical: isSuggestion || isError ? 14 : 8,
             backgroundColor: isError
-              ? "rgba(241,153,153,0.08)"
+              ? colors.surfaceElevated
               : isSuggestion
-                ? auraTheme.surface
-                : auraTheme.surfaceSoft,
+                ? assistantSurface
+                : colors.surfaceSoft,
             borderWidth: isSuggestion || isError ? 1 : 0,
-            borderColor: isError ? "rgba(241,153,153,0.22)" : isSuggestion ? auraTheme.borderSoft : "transparent",
+            borderColor: isError ? colors.danger : isSuggestion ? assistantBorder : "transparent",
             marginLeft: isSuggestion || isError ? 0 : 10,
             maxWidth: isSuggestion || isError ? "100%" : "74%",
           }}
         >
           {isSuggestion || isError ? (
             <View style={{ gap: 6 }}>
-              <Text style={{ color: isError ? "#F1A4A4" : auraTheme.textFaint, fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }}>
+              <Text style={{ color: isError ? colors.danger : labelTextColor, fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }}>
                 {isError ? "AURA PAUSED" : "AURA NOTE"}
               </Text>
               <Text style={{ color: colors.text, fontSize: 14, lineHeight: 20, fontWeight: "600" }}>
@@ -374,7 +379,7 @@ function ChatMessage({
           />
           <Text
             style={{
-              color: auraTheme.textFaint,
+              color: labelTextColor,
               fontSize: 10,
               fontWeight: "700",
               letterSpacing: 0.75,
@@ -394,7 +399,7 @@ function ChatMessage({
                   width: 7,
                   height: 7,
                   borderRadius: 999,
-                  backgroundColor: "rgba(255,255,255,0.52)",
+                  backgroundColor: colors.textSecondary,
                   opacity:
                     index === 0
                       ? pulse
@@ -447,9 +452,9 @@ function ChatMessage({
               borderRadius: 22,
               paddingHorizontal: 13,
               paddingVertical: 8,
-              backgroundColor: "rgba(245,232,216,0.12)",
+              backgroundColor: userBubbleSurface,
               borderWidth: 1,
-              borderColor: "rgba(243,223,195,0.16)",
+              borderColor: userBubbleBorder,
               marginLeft: 74,
               marginRight: 6,
               ...auraShadow(0.18),
@@ -465,9 +470,9 @@ function ChatMessage({
               borderRadius: 22,
               paddingHorizontal: 13,
               paddingVertical: isUserUrlOnly ? 7 : 8,
-              backgroundColor: "rgba(245,232,216,0.12)",
+              backgroundColor: userBubbleSurface,
               borderWidth: 1,
-              borderColor: "rgba(243,223,195,0.16)",
+              borderColor: userBubbleBorder,
               marginLeft: 74,
               marginRight: 6,
               ...auraShadow(0.18),
@@ -511,8 +516,8 @@ function ChatMessage({
               width: 7,
               height: 7,
               borderRadius: 999,
-              backgroundColor: auraTheme.accent,
-              shadowColor: auraTheme.accent,
+              backgroundColor: colors.auraLavender,
+              shadowColor: colors.auraLavender,
               shadowOpacity: 0.24,
               shadowRadius: 4,
               shadowOffset: { width: 0, height: 0 },
@@ -520,7 +525,7 @@ function ChatMessage({
           />
           <Text
             style={{
-              color: auraTheme.textFaint,
+              color: labelTextColor,
               fontSize: 10,
               fontWeight: "700",
               letterSpacing: 0.75,
@@ -538,9 +543,9 @@ function ChatMessage({
             borderRadius: 22,
             paddingHorizontal: isUser ? 13 : 15,
             paddingVertical: isUserUrlOnly ? 7 : isUser ? 8 : 10,
-            backgroundColor: isUser ? "rgba(245,232,216,0.12)" : "rgba(17,20,26,0.86)",
+            backgroundColor: isUser ? userBubbleSurface : assistantSurface,
             borderWidth: 1,
-            borderColor: isUser ? "rgba(243,223,195,0.16)" : auraTheme.borderSoft,
+            borderColor: isUser ? userBubbleBorder : assistantBorder,
             marginLeft: isUser ? 74 : layout.screenSize === "compact" ? 6 : 8,
             marginRight: isUser ? 6 : 28,
             ...auraShadow(isUser ? 0.18 : 0.14),
@@ -555,7 +560,7 @@ function ChatMessage({
                   width: 7,
                   height: 7,
                   borderRadius: 999,
-                  backgroundColor: "rgba(255,255,255,0.52)",
+                  backgroundColor: colors.textSecondary,
                   opacity: fade,
                 }}
               />
@@ -611,9 +616,9 @@ function UserImageAttachmentMedia({
           aspectRatio: getImageAspectRatio(attachment),
           borderRadius: USER_IMAGE_RADIUS,
           overflow: "hidden",
-          backgroundColor: "rgba(255,255,255,0.055)",
+          backgroundColor: colors.chipBackground,
           borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.10)",
+          borderColor: colors.border,
           marginRight: 6,
           ...auraShadow(0.2),
         }}
@@ -653,9 +658,9 @@ function UserImageAttachmentMedia({
               height: tileSize,
               borderRadius: 18,
               overflow: "hidden",
-              backgroundColor: "rgba(255,255,255,0.055)",
+              backgroundColor: colors.chipBackground,
               borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.10)",
+              borderColor: colors.border,
             }}
           >
             <Image
@@ -670,7 +675,7 @@ function UserImageAttachmentMedia({
                   inset: 0,
                   alignItems: "center",
                   justifyContent: "center",
-                  backgroundColor: "rgba(5,5,7,0.48)",
+                  backgroundColor: colors.overlay,
                 }}
               >
                 <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", fontFamily: Fonts.sans }}>
@@ -704,7 +709,7 @@ function AttachmentPreviews({
             height: 92,
             borderRadius: 16,
             overflow: "hidden",
-            backgroundColor: isUser ? "rgba(12,20,30,0.16)" : "rgba(255,255,255,0.06)",
+            backgroundColor: isUser ? colors.purpleSurface : colors.chipBackground,
           }}
         >
           {attachment.type === "image" ? (
@@ -808,7 +813,7 @@ function StructuredAuraIntro({
         />
         <Text
           style={{
-            color: auraTheme.textFaint,
+            color: colors.textMuted,
             fontSize: 10,
             fontWeight: "700",
             letterSpacing: 0.75,
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index ec6235d..9634099 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -1,16 +1,17 @@
 import AppImage from "@/src/components/common/AppImage";
 import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
-import { Pressable, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { ACTION_GAP, CHIP_BORDER_WIDTH, CHIP_HEIGHT, CHIP_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { getItemImageDecoration, getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 import type { ChatOutfit } from "./chatTypes";
-import { auraShadow, auraTheme } from "./aiTheme";
+import { auraShadow } from "./aiTheme";
 
 function displayName(item: ClothingItem) {
   return item.name || `${item.displayColor ?? item.primaryColor ?? ""} ${item.category}`.trim();
@@ -54,21 +55,21 @@ function OutfitMessage({
 
   return (
     <LinearGradient
-      colors={["rgba(16,18,24,0.98)", "rgba(10,12,18,0.98)"]}
+      colors={[colors.surfaceElevated, colors.surface]}
       start={{ x: 0, y: 0 }}
       end={{ x: 1, y: 1 }}
       style={{
         borderRadius: 28,
         padding: 18,
         borderWidth: 1,
-        borderColor: auraTheme.border,
+        borderColor: colors.border,
         gap: 16,
         ...auraShadow(0.2),
       }}
     >
       <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
         <View style={{ gap: 4 }}>
-          <Text style={{ color: auraTheme.textMuted, fontSize: 12, fontWeight: "700", letterSpacing: 0.8 }}>
+          <Text style={{ color: colors.textMuted, fontSize: 12, fontWeight: "700", letterSpacing: 0.8 }}>
             LOOK {index + 1}
           </Text>
           <Text style={{ color: colors.text, fontSize: 22, fontWeight: "800" }} numberOfLines={1}>
@@ -80,9 +81,9 @@ function OutfitMessage({
             paddingHorizontal: 12,
             paddingVertical: 7,
             borderRadius: 999,
-            backgroundColor: "rgba(243,190,221,0.12)",
+            backgroundColor: colors.purpleSurface,
             borderWidth: 1,
-            borderColor: "rgba(243,223,195,0.18)",
+            borderColor: colors.purpleBorder,
           }}
         >
           <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }}>
@@ -97,18 +98,18 @@ function OutfitMessage({
             paddingHorizontal: 12,
             paddingVertical: 10,
             borderRadius: 16,
-            backgroundColor: "rgba(255,255,255,0.04)",
+            backgroundColor: colors.surfaceSoft,
             borderWidth: 1,
-            borderColor: auraTheme.borderSoft,
+            borderColor: colors.border,
           }}
         >
-          <Text style={{ color: "rgba(255,255,255,0.88)", fontSize: 13, lineHeight: 18, fontWeight: "600" }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "600" }}>
             {sanitizeDisplayText(memoryHint)}
           </Text>
         </View>
       ) : null}
 
-      <Text style={{ color: "rgba(236,237,238,0.78)", fontSize: 15, lineHeight: 23 }} numberOfLines={4}>
+      <Text style={{ color: colors.textSecondary, fontSize: 15, lineHeight: 23 }} numberOfLines={4}>
         {cleanReason}
       </Text>
 
@@ -123,9 +124,9 @@ function OutfitMessage({
                 style={{
                   borderRadius: 20,
                   padding: 12,
-                  backgroundColor: "rgba(255,255,255,0.04)",
+                  backgroundColor: colors.chipBackground,
                   borderWidth: 1,
-                  borderColor: "rgba(243,223,195,0.14)",
+                  borderColor: colors.border,
                   aspectRatio: imagePresentation.containerAspectRatio,
                   justifyContent: "center",
                   alignItems: "center",
@@ -139,9 +140,9 @@ function OutfitMessage({
                     height: imageDecoration.shadowStyle.height as any,
                     bottom: imageDecoration.shadowStyle.bottom as any,
                     borderRadius: 999,
-                    backgroundColor: "#000",
+                    backgroundColor: colors.shadow,
                     opacity: imageDecoration.shadowStyle.opacity,
-                    shadowColor: "#000",
+                    shadowColor: colors.shadow,
                     shadowOpacity: imageDecoration.shadowStyle.opacity * 0.7,
                     shadowRadius: 14,
                     shadowOffset: { width: 0, height: 8 },
@@ -171,7 +172,7 @@ function OutfitMessage({
                 )}
               </View>
               <View style={{ gap: 3 }}>
-                <Text style={{ color: "rgba(255,255,255,0.5)", fontSize: 11, fontWeight: "700", letterSpacing: 0.7 }}>
+                <Text style={{ color: colors.textMuted, fontSize: 11, fontWeight: "700", letterSpacing: 0.7 }}>
                   {slotLabel(slot)}
                 </Text>
                 <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "700", lineHeight: 18 }}>
@@ -184,60 +185,70 @@ function OutfitMessage({
       </View>
 
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: ACTION_GAP }}>
-        <Pressable
+        <AuraPressable
           onPress={onSave}
           disabled={saving}
-          style={({ pressed }) => ({
+          haptic="light"
+          hapticTrigger="press"
+          pressedScale={0.96}
+          pressedOpacity={0.88}
+          style={{
             height: CHIP_HEIGHT,
             minHeight: CHIP_HEIGHT,
             paddingHorizontal: CHIP_HORIZONTAL_PADDING,
             paddingVertical: 0,
             borderRadius: PILL_RADIUS,
-            backgroundColor: "rgba(243,223,195,0.16)",
+            backgroundColor: colors.ctaCream,
             borderWidth: CHIP_BORDER_WIDTH,
-            borderColor: "rgba(243,223,195,0.24)",
+            borderColor: colors.ctaCream,
             alignItems: "center",
             justifyContent: "center",
-            opacity: pressed ? 0.86 : 1,
-          })}
+            opacity: saving ? 0.6 : 1,
+          }}
         >
-          <Text style={{ color: colors.text, fontWeight: "800" }}>{saving ? "Saving..." : "Save to Today"}</Text>
-        </Pressable>
-        <Pressable
+          <Text style={{ color: colors.ctaText, fontWeight: "800" }}>{saving ? "Saving..." : "Save to Today"}</Text>
+        </AuraPressable>
+        <AuraPressable
           onPress={() => onSwap(outfit)}
-          style={({ pressed }) => ({
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.96}
+          pressedOpacity={0.88}
+          style={{
             height: CHIP_HEIGHT,
             minHeight: CHIP_HEIGHT,
             paddingHorizontal: CHIP_HORIZONTAL_PADDING,
             paddingVertical: 0,
             borderRadius: PILL_RADIUS,
-            backgroundColor: auraTheme.surfaceSoft,
+            backgroundColor: colors.surfaceSoft,
             borderWidth: CHIP_BORDER_WIDTH,
-            borderColor: auraTheme.borderSoft,
+            borderColor: colors.border,
             alignItems: "center",
             justifyContent: "center",
-            opacity: pressed ? 0.82 : 1,
-          })}
+          }}
         >
-          <Text style={{ color: "rgba(236,237,238,0.84)", fontWeight: "700" }}>Swap item</Text>
-        </Pressable>
-        <Pressable
+          <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>Swap item</Text>
+        </AuraPressable>
+        <AuraPressable
           onPress={() => onMoreLikeThis(outfit)}
-          style={({ pressed }) => ({
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.96}
+          pressedOpacity={0.88}
+          style={{
             height: CHIP_HEIGHT,
             minHeight: CHIP_HEIGHT,
             paddingHorizontal: CHIP_HORIZONTAL_PADDING,
             paddingVertical: 0,
             borderRadius: PILL_RADIUS,
             borderWidth: CHIP_BORDER_WIDTH,
-            borderColor: "rgba(255,255,255,0.04)",
+            borderColor: colors.border,
             alignItems: "center",
             justifyContent: "center",
-            opacity: pressed ? 0.82 : 1,
-          })}
+          }}
         >
-          <Text style={{ color: "rgba(236,237,238,0.7)", fontWeight: "700" }}>More like this</Text>
-        </Pressable>
+          <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>More like this</Text>
+        </AuraPressable>
       </View>
     </LinearGradient>
   );
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index ad48d18..c39b3e9 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -474,6 +474,7 @@ export const AuraLookCard = memo(function AuraLookCard({
               compact ? styles.titleCompact : null,
               isHome ? styles.titleHome : null,
               swipeVariant ? styles.titleSwipe : null,
+              { color: colors.textPrimary },
             ]}
           >
             {displayTitle}
@@ -488,6 +489,7 @@ export const AuraLookCard = memo(function AuraLookCard({
               compact ? styles.subtitleCompact : null,
               isHome ? styles.subtitleHome : null,
               swipeVariant ? styles.subtitleSwipe : null,
+              { color: colors.textSecondary },
             ]}
           >
             {displayReason}

From 6bdc855c8c37641a0ffae873d9a842da243832f4 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 22:47:16 -0500
Subject: [PATCH 48/93] Clean up laundry shared item updates

---
 app/(tabs)/laundry.tsx | 73 ++++++++++++++++--------------------------
 src/lib/items.ts       | 26 ++++++++++++---
 2 files changed, 50 insertions(+), 49 deletions(-)

diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index 4561759..0df9ece 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -1,7 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import { BlurView } from "expo-blur";
 import { router } from "expo-router";
-import { doc, serverTimestamp, writeBatch } from "firebase/firestore";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import { ActivityIndicator, FlatList, Pressable, Text, View } from "react-native";
 
@@ -10,20 +9,19 @@ import AppImage from "@/src/components/common/AppImage";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { db } from "@/src/lib/firebase";
 import { runHaptic } from "@/src/lib/haptics";
 import { getBestThumbnailImageSource } from "@/src/lib/itemImage";
 import {
-  legacyStatusForLaundryStatus,
   listenToItems,
   normalizeLaundryStatus,
+  updateLaundryStatuses,
   updateLaundryStatus,
 } from "@/src/lib/items";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import { Toast } from "@/src/lib/toast";
-import type { ClothingItem, LaundryStatus } from "@/src/types/ClothingItem";
+import type { ClosetItem, LaundryStatus } from "@/src/lib/items";
 
-type LaundryTab = "needs_wash" | "in_laundry" | "clean";
+type LaundryTab = LaundryStatus;
 
 const TABS: { key: LaundryTab; label: string; helper: string; icon: keyof typeof Ionicons.glyphMap }[] = [
   { key: "needs_wash", label: "Needs wash", helper: "Ready for care", icon: "alert-circle-outline" },
@@ -31,7 +29,7 @@ const TABS: { key: LaundryTab; label: string; helper: string; icon: keyof typeof
   { key: "clean", label: "Clean", helper: "Ready to wear", icon: "checkmark-circle-outline" },
 ];
 
-function itemTitle(item: ClothingItem) {
+function itemTitle(item: ClosetItem) {
   return (
     sanitizeDisplayText(item.name) ||
     [sanitizeDisplayText(item.primaryColor), sanitizeDisplayText(item.subCategory || item.category)].filter(Boolean).join(" ") ||
@@ -44,7 +42,7 @@ export default function LaundryScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const uid = user?.uid ?? null;
-  const [allItems, setAllItems] = useState<ClothingItem[]>([]);
+  const [allItems, setAllItems] = useState<ClosetItem[]>([]);
   const [tab, setTab] = useState<LaundryTab>("in_laundry");
   const [loading, setLoading] = useState(true);
   const [savingStatus, setSavingStatus] = useState<string | null>(null);
@@ -62,7 +60,7 @@ export default function LaundryScreen() {
     return listenToItems(
       uid,
       (next) => {
-        setAllItems(next as ClothingItem[]);
+        setAllItems(next);
         setLoading(false);
       },
       {
@@ -74,7 +72,7 @@ export default function LaundryScreen() {
   }, [uid]);
 
   const buckets = useMemo(() => {
-    const next: Record<LaundryTab, ClothingItem[]> = {
+    const next: Record<LaundryTab, ClosetItem[]> = {
       needs_wash: [],
       in_laundry: [],
       clean: [],
@@ -115,22 +113,7 @@ export default function LaundryScreen() {
     if (!source.length) return;
     try {
       setSavingStatus(`bulk:${from}:${to}`);
-      const batch = writeBatch(db);
-      source.forEach((item) => {
-        batch.update(doc(db, "users", uid, "items", item.id), {
-          status: legacyStatusForLaundryStatus(to),
-          laundryStatus: to,
-          ...(to === "clean"
-            ? {
-                wearCountSinceWash: 0,
-                lastWashedDate: serverTimestamp(),
-                lastWashedAt: serverTimestamp(),
-              }
-            : {}),
-          laundryUpdatedAt: serverTimestamp(),
-        });
-      });
-      await batch.commit();
+      await updateLaundryStatuses(uid, source.map((item) => item.id), to);
       if (to === "in_laundry") setTab("in_laundry");
       if (to === "clean") setTab("clean");
       void runHaptic("light");
@@ -145,7 +128,7 @@ export default function LaundryScreen() {
   }, [buckets, uid]);
 
   const renderLaundryItem = useCallback(
-    ({ item }: { item: ClothingItem }) => (
+    ({ item }: { item: ClosetItem }) => (
       <LaundryRow
         item={item}
         disabled={!!savingStatus}
@@ -262,7 +245,7 @@ export default function LaundryScreen() {
 }
 
 function GlassBackButton({ onPress }: { onPress: () => void }) {
-  const { colors } = useAppTheme();
+  const { colors, isDark } = useAppTheme();
   return (
     <Pressable
       onPress={onPress}
@@ -278,15 +261,15 @@ function GlassBackButton({ onPress }: { onPress: () => void }) {
         opacity: pressed ? 0.8 : 1,
       })}
     >
-      <BlurView intensity={26} tint="dark" style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
+      <BlurView intensity={26} tint={isDark ? "dark" : "light"} style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
         <View
           style={{
             position: "absolute",
             inset: 0,
             borderWidth: 1,
-            borderColor: "rgba(237,233,227,0.18)",
+            borderColor: colors.border,
             borderRadius: 999,
-            backgroundColor: "rgba(255,255,255,0.05)",
+            backgroundColor: colors.surfaceGlass,
           }}
         />
         <Ionicons name="chevron-back" size={22} color={colors.text} />
@@ -317,13 +300,13 @@ function StatusCard(props: {
         borderRadius: 18,
         padding: 12,
         gap: 8,
-        backgroundColor: props.active ? "rgba(237,233,227,0.12)" : "rgba(255,255,255,0.045)",
+        backgroundColor: props.active ? colors.purpleSurface : colors.surfaceSoft,
         borderWidth: 1,
-        borderColor: props.active ? "rgba(237,233,227,0.34)" : "rgba(255,255,255,0.08)",
+        borderColor: props.active ? colors.purpleBorder : colors.border,
       }}
     >
-      <View style={{ width: 30, height: 30, borderRadius: 999, alignItems: "center", justifyContent: "center", backgroundColor: "rgba(237,233,227,0.1)" }}>
-        <Ionicons name={props.icon} size={17} color={colors.ctaCream} />
+      <View style={{ width: 30, height: 30, borderRadius: 999, alignItems: "center", justifyContent: "center", backgroundColor: props.active ? colors.purpleSurfaceStrong : colors.chipBackground }}>
+        <Ionicons name={props.icon} size={17} color={props.active ? colors.lightPurple : colors.textSecondary} />
       </View>
       <Text style={{ color: colors.text, fontSize: 23, fontWeight: "900" }}>{props.count}</Text>
       <View style={{ gap: 2 }}>
@@ -363,9 +346,9 @@ function ActionButton(props: {
         justifyContent: "center",
         flexDirection: "row",
         gap: 7,
-        backgroundColor: props.primary ? colors.ctaCream : "rgba(255,255,255,0.055)",
+        backgroundColor: props.primary ? colors.ctaCream : colors.surfaceSoft,
         borderWidth: props.primary ? 0 : 1,
-        borderColor: "rgba(255,255,255,0.1)",
+        borderColor: colors.border,
       }}
     >
       <Ionicons name={props.icon} size={16} color={props.primary ? colors.ctaText : colors.text} />
@@ -385,9 +368,9 @@ function PremiumEmptyState() {
         borderRadius: 22,
         padding: 18,
         gap: 14,
-        backgroundColor: "rgba(255,255,255,0.045)",
+        backgroundColor: colors.surfaceGlass,
         borderWidth: 1,
-        borderColor: "rgba(237,233,227,0.15)",
+        borderColor: colors.border,
       }}
     >
       <View style={{ gap: 6 }}>
@@ -410,7 +393,7 @@ const LaundryRow = React.memo(function LaundryRow({
   disabled,
   onStatus,
 }: {
-  item: ClothingItem;
+  item: ClosetItem;
   activeStatus: LaundryStatus;
   disabled?: boolean;
   onStatus: (itemId: string, status: LaundryStatus) => void;
@@ -423,9 +406,9 @@ const LaundryRow = React.memo(function LaundryRow({
       style={{
         borderRadius: 18,
         padding: 12,
-        backgroundColor: "rgba(255,255,255,0.045)",
+        backgroundColor: colors.surfaceGlass,
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.08)",
+        borderColor: colors.border,
         gap: 12,
       }}
     >
@@ -436,7 +419,7 @@ const LaundryRow = React.memo(function LaundryRow({
             height: 58,
             borderRadius: 16,
             overflow: "hidden",
-            backgroundColor: "rgba(237,233,227,0.08)",
+            backgroundColor: colors.surfaceSoft,
             alignItems: "center",
             justifyContent: "center",
           }}
@@ -457,7 +440,7 @@ const LaundryRow = React.memo(function LaundryRow({
           <Text style={{ color: colors.textSecondary, fontSize: 12.5 }} numberOfLines={1}>
             {[sanitizeDisplayText(item.brand), sanitizeDisplayText(item.primaryColor)].filter(Boolean).join(" · ") || "No brand"}
           </Text>
-          <Text style={{ color: colors.ctaCream, fontSize: 11.5, fontWeight: "800" }}>{statusLabel}</Text>
+          <Text style={{ color: colors.lightPurple, fontSize: 11.5, fontWeight: "800" }}>{statusLabel}</Text>
         </Pressable>
       </View>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
@@ -484,9 +467,9 @@ function RowAction({ label, disabled, primary, onPress }: { label: string; disab
         borderRadius: 999,
         paddingHorizontal: 11,
         paddingVertical: 8,
-        backgroundColor: primary ? colors.ctaCream : "rgba(255,255,255,0.055)",
+        backgroundColor: primary ? colors.ctaCream : colors.surfaceSoft,
         borderWidth: primary ? 0 : 1,
-        borderColor: "rgba(255,255,255,0.1)",
+        borderColor: colors.border,
       }}
     >
       <Text style={{ color: primary ? colors.ctaText : colors.text, fontSize: 12, fontWeight: "900" }}>
diff --git a/src/lib/items.ts b/src/lib/items.ts
index 60b8a89..984ca2c 100644
--- a/src/lib/items.ts
+++ b/src/lib/items.ts
@@ -10,15 +10,18 @@ import {
   serverTimestamp,
   updateDoc,
   where,
+  writeBatch,
 } from "firebase/firestore";
 
 import { db } from "./firebase";
 import { logItemStyleEvent } from "./auraMemory";
 import { buildSignalFromItem, updateAssistantMemoryFromAction } from "./assistantMemory";
 import { getCachedClosetItems, setCachedClosetItems } from "./localCache";
-import { ClothingItem, ClothingStatus, LaundryStatus } from "../types/ClothingItem";
+import type { ClothingItem, ClothingStatus, LaundryStatus } from "../types/ClothingItem";
 import { Category } from "../shared/wardrobeTaxonomy";
 
+export type { ClothingItem, ClothingStatus, LaundryStatus } from "../types/ClothingItem";
+
 export type ClosetItem = ClothingItem;
 export type ItemSort = "NEWEST" | "MOST_WORN";
 export type StatusFilter = "ALL" | ClothingStatus;
@@ -508,9 +511,8 @@ export async function markNeedsWash(uid: string, itemId: string) {
   });
 }
 
-export async function updateLaundryStatus(uid: string, itemId: string, laundryStatus: LaundryStatus) {
-  const ref = doc(db, "users", uid, "items", itemId);
-  await updateDoc(ref, {
+function laundryStatusUpdatePayload(laundryStatus: LaundryStatus) {
+  return {
     status: legacyStatusForLaundryStatus(laundryStatus),
     laundryStatus,
     ...(laundryStatus === "clean"
@@ -521,5 +523,21 @@ export async function updateLaundryStatus(uid: string, itemId: string, laundrySt
         }
       : {}),
     laundryUpdatedAt: serverTimestamp(),
+  };
+}
+
+export async function updateLaundryStatus(uid: string, itemId: string, laundryStatus: LaundryStatus) {
+  const ref = doc(db, "users", uid, "items", itemId);
+  await updateDoc(ref, laundryStatusUpdatePayload(laundryStatus));
+}
+
+export async function updateLaundryStatuses(uid: string, itemIds: string[], laundryStatus: LaundryStatus) {
+  const uniqueItemIds = Array.from(new Set(itemIds.filter(Boolean)));
+  if (!uniqueItemIds.length) return;
+
+  const batch = writeBatch(db);
+  uniqueItemIds.forEach((itemId) => {
+    batch.update(doc(db, "users", uid, "items", itemId), laundryStatusUpdatePayload(laundryStatus));
   });
+  await batch.commit();
 }

From 4b52f08afed0262f4dbe10679ce1b2191527fbe9 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 22:53:32 -0500
Subject: [PATCH 49/93] Add Today screen and clean up calendar date rail

---
 app/(tabs)/today.tsx                       | 362 ++++++++++++++++++++-
 src/components/calendar/CalendarHeader.tsx |   3 +-
 src/components/calendar/DateRail.tsx       |  18 +-
 3 files changed, 372 insertions(+), 11 deletions(-)

diff --git a/app/(tabs)/today.tsx b/app/(tabs)/today.tsx
index bd817fa..77d42fa 100644
--- a/app/(tabs)/today.tsx
+++ b/app/(tabs)/today.tsx
@@ -1 +1,361 @@
-export { default } from "./calendar";
+import { Ionicons } from "@expo/vector-icons";
+import { router } from "expo-router";
+import React, { useEffect, useMemo, useState } from "react";
+import { ActivityIndicator, ScrollView, StyleSheet, Text, View } from "react-native";
+
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import FlatLayCanvas from "@/src/components/outfit/FlatLayCanvas";
+import { SafeScreen } from "@/src/components/SafeScreen";
+import { useAuth } from "@/src/hooks/useAuth";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { listenToItems, type ClosetItem } from "@/src/lib/items";
+import { sanitizeDisplayText } from "@/src/lib/text";
+import { subscribeOutfitByDate, type DailyOutfitRecord } from "@/src/utils/dailyOutfits";
+import { formatHeaderDate, toDayKey } from "@/src/utils/date";
+
+type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
+
+const SLOT_LABELS: Record<SlotKey, string> = {
+  outerwear: "Outerwear",
+  top: "Top",
+  bottom: "Bottom",
+  shoes: "Shoes",
+};
+
+function itemLabel(item: ClosetItem | null, fallback: string) {
+  if (!item) return fallback;
+  return (
+    sanitizeDisplayText(item.name) ||
+    sanitizeDisplayText(item.subCategory) ||
+    sanitizeDisplayText(item.category) ||
+    fallback
+  );
+}
+
+export default function TodayScreen() {
+  const { user } = useAuth();
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+  const styles = useMemo(() => createStyles(colors, layout), [colors, layout]);
+  const uid = user?.uid ?? null;
+  const today = useMemo(() => new Date(), []);
+  const todayKey = useMemo(() => toDayKey(today), [today]);
+  const [items, setItems] = useState<ClosetItem[]>([]);
+  const [record, setRecord] = useState<DailyOutfitRecord | null>(null);
+  const [loadingItems, setLoadingItems] = useState(true);
+  const [loadingOutfit, setLoadingOutfit] = useState(true);
+
+  useEffect(() => {
+    if (!uid) {
+      setItems([]);
+      setLoadingItems(false);
+      router.replace("/(auth)/login");
+      return;
+    }
+
+    setLoadingItems(true);
+    return listenToItems(
+      uid,
+      (next) => {
+        setItems(next);
+        setLoadingItems(false);
+      },
+      {
+        status: "ALL",
+        sort: "NEWEST",
+        onError: () => setLoadingItems(false),
+      },
+    );
+  }, [uid]);
+
+  useEffect(() => {
+    if (!uid) {
+      setRecord(null);
+      setLoadingOutfit(false);
+      return;
+    }
+
+    setLoadingOutfit(true);
+    return subscribeOutfitByDate(
+      uid,
+      todayKey,
+      (next) => {
+        setRecord(next);
+        setLoadingOutfit(false);
+      },
+      () => {
+        setRecord(null);
+        setLoadingOutfit(false);
+      },
+    );
+  }, [todayKey, uid]);
+
+  const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
+  const planned = record?.plannedOutfit ?? null;
+  const plannedItems = useMemo(
+    () => ({
+      outerwear: planned?.itemsByCategory.outerwear ? itemsById.get(planned.itemsByCategory.outerwear) ?? null : null,
+      top: planned?.itemsByCategory.top ? itemsById.get(planned.itemsByCategory.top) ?? null : null,
+      bottom: planned?.itemsByCategory.bottom ? itemsById.get(planned.itemsByCategory.bottom) ?? null : null,
+      shoes: planned?.itemsByCategory.shoes ? itemsById.get(planned.itemsByCategory.shoes) ?? null : null,
+    }),
+    [itemsById, planned],
+  );
+  const hasPlannedOutfit = Boolean(planned);
+  const loading = loadingItems || loadingOutfit;
+
+  return (
+    <SafeScreen backgroundColor={colors.background} contentStyle={styles.safeContent}>
+      <ScrollView
+        contentInsetAdjustmentBehavior="automatic"
+        showsVerticalScrollIndicator={false}
+        contentContainerStyle={styles.content}
+      >
+        <View style={styles.header}>
+          <Text style={styles.kicker}>Today</Text>
+          <Text style={styles.title}>{formatHeaderDate(today)}</Text>
+          <Text style={styles.subtitle}>A focused view of what is planned for right now.</Text>
+        </View>
+
+        {loading ? (
+          <View style={styles.card}>
+            <ActivityIndicator color={colors.ctaCream} />
+            <Text style={styles.muted}>Loading today...</Text>
+          </View>
+        ) : hasPlannedOutfit ? (
+          <View style={styles.card}>
+            <View style={styles.cardHeader}>
+              <View style={{ flex: 1, gap: 3 }}>
+                <Text style={styles.cardEyebrow}>Planned outfit</Text>
+                <Text style={styles.cardTitle}>Ready for today</Text>
+              </View>
+              {typeof planned?.score === "number" ? (
+                <View style={styles.scorePill}>
+                  <Text style={styles.scoreText}>{planned.score}%</Text>
+                </View>
+              ) : null}
+            </View>
+
+            <FlatLayCanvas items={plannedItems} />
+
+            <View style={styles.slotList}>
+              {(Object.keys(SLOT_LABELS) as SlotKey[]).map((slot) => (
+                <View key={slot} style={styles.slotRow}>
+                  <Text style={styles.slotName}>{SLOT_LABELS[slot]}</Text>
+                  <Text style={styles.slotValue} numberOfLines={1}>
+                    {itemLabel(plannedItems[slot], "Not planned")}
+                  </Text>
+                </View>
+              ))}
+            </View>
+
+            {planned?.reasons?.length ? (
+              <View style={styles.reasonBlock}>
+                {planned.reasons.slice(0, 2).map((reason) => (
+                  <Text key={reason} style={styles.reasonText}>
+                    {reason}
+                  </Text>
+                ))}
+              </View>
+            ) : null}
+          </View>
+        ) : (
+          <View style={styles.card}>
+            <View style={styles.emptyIcon}>
+              <Ionicons name="calendar-outline" size={22} color={colors.lightPurple} />
+            </View>
+            <Text style={styles.cardTitle}>No outfit planned yet</Text>
+            <Text style={styles.muted}>Plan one from Calendar, or ask AURA to help you pull something together.</Text>
+          </View>
+        )}
+
+        <View style={styles.actions}>
+          <TodayAction
+            icon="calendar-outline"
+            label="Open Calendar"
+            onPress={() => router.push("/(tabs)/calendar")}
+          />
+          <TodayAction
+            icon="sparkles-outline"
+            label="Ask AURA"
+            primary
+            onPress={() => router.push("/(tabs)/ai")}
+          />
+        </View>
+      </ScrollView>
+    </SafeScreen>
+  );
+}
+
+function TodayAction({
+  icon,
+  label,
+  primary,
+  onPress,
+}: {
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  primary?: boolean;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <AuraPressable
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.97}
+      pressedOpacity={0.86}
+      onPress={onPress}
+      style={{
+        flex: 1,
+        minHeight: 52,
+        borderRadius: 16,
+        borderWidth: primary ? 0 : 1,
+        borderColor: colors.border,
+        backgroundColor: primary ? colors.ctaCream : colors.surfaceSoft,
+        alignItems: "center",
+        justifyContent: "center",
+        flexDirection: "row",
+        gap: 8,
+        paddingHorizontal: 12,
+      }}
+    >
+      <Ionicons name={icon} size={17} color={primary ? colors.ctaText : colors.text} />
+      <Text style={{ color: primary ? colors.ctaText : colors.text, fontSize: 13, fontWeight: "900" }} numberOfLines={1}>
+        {label}
+      </Text>
+    </AuraPressable>
+  );
+}
+
+function createStyles(
+  colors: ReturnType<typeof useAppTheme>["colors"],
+  layout: ReturnType<typeof useResponsiveLayout>,
+) {
+  return StyleSheet.create({
+    safeContent: {
+      paddingHorizontal: layout.horizontalPadding,
+    },
+    content: {
+      gap: 16,
+      paddingBottom: 24,
+    },
+    header: {
+      gap: 5,
+      paddingTop: 4,
+    },
+    kicker: {
+      color: colors.lightPurple,
+      fontSize: 11,
+      fontWeight: "900",
+      letterSpacing: 1.5,
+      textTransform: "uppercase",
+    },
+    title: {
+      color: colors.text,
+      fontSize: 30 * layout.titleScale,
+      lineHeight: 36 * layout.titleScale,
+      fontWeight: "900",
+    },
+    subtitle: {
+      color: colors.textSecondary,
+      fontSize: 13,
+      lineHeight: 19,
+    },
+    card: {
+      gap: 14,
+      borderRadius: layout.largeRadius,
+      borderWidth: 1,
+      borderColor: colors.border,
+      backgroundColor: colors.surfaceGlass,
+      padding: layout.cardPadding,
+    },
+    cardHeader: {
+      flexDirection: "row",
+      alignItems: "center",
+      gap: 12,
+    },
+    cardEyebrow: {
+      color: colors.lightPurple,
+      fontSize: 11,
+      fontWeight: "900",
+      letterSpacing: 1.2,
+      textTransform: "uppercase",
+    },
+    cardTitle: {
+      color: colors.text,
+      fontSize: 20,
+      lineHeight: 25,
+      fontWeight: "900",
+    },
+    scorePill: {
+      borderRadius: 999,
+      borderWidth: 1,
+      borderColor: colors.purpleBorder,
+      backgroundColor: colors.purpleSurface,
+      paddingHorizontal: 10,
+      paddingVertical: 6,
+    },
+    scoreText: {
+      color: colors.lightPurple,
+      fontSize: 12,
+      fontWeight: "900",
+    },
+    slotList: {
+      gap: 8,
+    },
+    slotRow: {
+      flexDirection: "row",
+      alignItems: "center",
+      justifyContent: "space-between",
+      gap: 12,
+      borderRadius: 14,
+      borderWidth: 1,
+      borderColor: colors.border,
+      backgroundColor: colors.surfaceSoft,
+      paddingHorizontal: 12,
+      paddingVertical: 10,
+    },
+    slotName: {
+      color: colors.textSecondary,
+      fontSize: 12,
+      fontWeight: "800",
+    },
+    slotValue: {
+      flex: 1,
+      color: colors.text,
+      fontSize: 13,
+      fontWeight: "800",
+      textAlign: "right",
+    },
+    reasonBlock: {
+      gap: 6,
+    },
+    reasonText: {
+      color: colors.textSecondary,
+      fontSize: 12,
+      lineHeight: 18,
+      fontWeight: "600",
+    },
+    muted: {
+      color: colors.textSecondary,
+      fontSize: 13,
+      lineHeight: 20,
+    },
+    emptyIcon: {
+      width: 42,
+      height: 42,
+      borderRadius: 999,
+      alignItems: "center",
+      justifyContent: "center",
+      backgroundColor: colors.purpleSurface,
+      borderWidth: 1,
+      borderColor: colors.purpleBorder,
+    },
+    actions: {
+      flexDirection: "row",
+      gap: 10,
+    },
+  });
+}
diff --git a/src/components/calendar/CalendarHeader.tsx b/src/components/calendar/CalendarHeader.tsx
index 841abd8..36b0e37 100644
--- a/src/components/calendar/CalendarHeader.tsx
+++ b/src/components/calendar/CalendarHeader.tsx
@@ -1,7 +1,6 @@
 import React from "react";
 import { StyleSheet, Text, View } from "react-native";
 
-import { formatHeaderDate } from "../../utils/date";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
@@ -27,7 +26,7 @@ export default function CalendarHeader({ selectedDate, today, onJumpToToday }: P
       <View style={styles.row}>
         <View style={{ flex: 1, gap: 3 }}>
           <Text style={[styles.title, { color: colors.text, fontSize: 30 * layout.titleScale }]}>Calendar</Text>
-          <Text style={[styles.date, { color: colors.textSecondary }]}>{formatHeaderDate(selectedDate)}</Text>
+          <Text style={[styles.date, { color: colors.textSecondary }]}>Plan outfits by date</Text>
         </View>
         {!isToday ? (
           <AuraPressable
diff --git a/src/components/calendar/DateRail.tsx b/src/components/calendar/DateRail.tsx
index 43cf511..f10563f 100644
--- a/src/components/calendar/DateRail.tsx
+++ b/src/components/calendar/DateRail.tsx
@@ -40,7 +40,7 @@ function formatWeatherLine(weather?: RailWeather) {
   const high = typeof weather?.high === "number" ? Math.round(weather.high) : null;
   const low = typeof weather?.low === "number" ? Math.round(weather.low) : null;
   if (high !== null || low !== null) {
-    return `${high ?? "—"}° / ${low ?? "—"}°`;
+    return `${high ?? "—"}°/${low ?? "—"}°`;
   }
   return weather?.label ?? "";
 }
@@ -79,7 +79,7 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
       const weatherLine = formatWeatherLine(weatherByDate[item.key]);
       const weekdayColor = isActive ? colors.ctaText : colors.textSecondary;
       const dayColor = isActive ? colors.ctaText : colors.text;
-      const weatherColor = isActive ? colors.ctaText : colors.textSecondary;
+      const weatherColor = isActive ? colors.ctaText : colors.textMuted;
       const markerColor = isActive ? colors.ctaText : colors.aiAccent;
       return (
         <AuraPressable
@@ -89,7 +89,7 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
           pressedOpacity={0.88}
           style={[
             styles.cell,
-            { borderColor: colors.border, backgroundColor: colors.surface },
+            { borderColor: colors.border, backgroundColor: colors.surfaceSoft },
             isActive
               ? [
                   styles.cellActive,
@@ -134,9 +134,10 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
       colors.border,
       colors.ctaCream,
       colors.ctaText,
-      colors.surface,
+      colors.surfaceSoft,
       colors.success,
       colors.text,
+      colors.textMuted,
       colors.textSecondary,
       onSelectDate,
       selectedKey,
@@ -188,18 +189,19 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
 
 const styles = StyleSheet.create({
   content: {
-    paddingVertical: 8,
+    paddingTop: 6,
+    paddingBottom: 10,
     paddingHorizontal: RAIL_SIDE_PADDING,
   },
   cell: {
     width: ITEM_WIDTH - 6,
     marginHorizontal: 3,
-    minHeight: 82,
+    minHeight: 76,
     borderRadius: 16,
     borderWidth: 1,
     alignItems: "center",
     justifyContent: "center",
-    paddingVertical: 9,
+    paddingVertical: 8,
     paddingHorizontal: 5,
   },
   cellActive: {
@@ -219,7 +221,7 @@ const styles = StyleSheet.create({
   },
   weatherSlot: {
     minHeight: 14,
-    marginTop: 4,
+    marginTop: 3,
     justifyContent: "center",
   },
   weather: {

From 8fd57da03ed3195dba52efbc968c54b014264b45 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 23:00:07 -0500
Subject: [PATCH 50/93] fix(add-item): preserve user edits and stabilize
 retries

---
 functions/src/importProductLink.ts     |  23 ++++-
 functions/src/ingestItemFromPhotos.ts  | 120 ++++++++++++++++++++++---
 src/addItem/hooks/useItemDraft.ts      |  19 ++++
 src/addItem/hooks/useItemExtraction.ts |  36 ++++++--
 src/addItem/hooks/usePhotoStep.ts      |  21 ++++-
 5 files changed, 195 insertions(+), 24 deletions(-)

diff --git a/functions/src/importProductLink.ts b/functions/src/importProductLink.ts
index 50c8a92..63026b1 100644
--- a/functions/src/importProductLink.ts
+++ b/functions/src/importProductLink.ts
@@ -17,6 +17,24 @@ function messageForError(error: unknown) {
   return "Could not import that product link.";
 }
 
+function codeForError(
+  error: unknown,
+): "invalid-argument" | "failed-precondition" | "internal" {
+  if (!(error instanceof ProductLinkError)) return "internal";
+  switch (error.code) {
+    case "invalid_url":
+    case "unsafe_url":
+    case "fetch_failed":
+      return "invalid-argument";
+    case "no_metadata":
+    case "no_images":
+      return "failed-precondition";
+    case "draft_failed":
+    default:
+      return "internal";
+  }
+}
+
 async function markImportFailed(uid: string, itemId: string | null, message: string) {
   if (!itemId) return;
   await getFirestore()
@@ -86,10 +104,11 @@ export const importProductLink = onCall(
         uid,
         url: redactUrlForLogs(url),
         itemId,
-        error,
+        code: error instanceof ProductLinkError ? error.code : null,
+        error: message,
       });
       await markImportFailed(uid, itemId, message);
-      throw new HttpsError("internal", message);
+      throw new HttpsError(codeForError(error), message);
     }
   }
 );
diff --git a/functions/src/ingestItemFromPhotos.ts b/functions/src/ingestItemFromPhotos.ts
index a5e4dc0..323193c 100644
--- a/functions/src/ingestItemFromPhotos.ts
+++ b/functions/src/ingestItemFromPhotos.ts
@@ -48,6 +48,8 @@ type ItemDoc = {
   category?: string;
   subCategory?: string;
   type?: string | null;
+  pattern?: string | null;
+  material?: string | null;
   fit?: string;
   style?: string;
   sleeveLength?: string;
@@ -92,6 +94,7 @@ type ItemDoc = {
   displayColors?: string[] | null;
   colorSource?: "ai" | "user";
   colorUpdatedAt?: number;
+  userEditedFields?: string[];
   aiColorLabel?: string;
   aiColors?: string[];
   pixelColors?: string[];
@@ -360,6 +363,36 @@ function toMillis(value: LastRunAtValue): number | null {
   return null;
 }
 
+function normalizeComparableValue(value: unknown): unknown {
+  if (value == null) return null;
+  if (Array.isArray(value)) return value.map(normalizeComparableValue);
+  if (typeof value === "object") {
+    const record = value as Record<string, unknown>;
+    const normalized: Record<string, unknown> = {};
+    for (const key of Object.keys(record).sort()) {
+      normalized[key] = normalizeComparableValue(record[key]);
+    }
+    return normalized;
+  }
+  return value;
+}
+
+function valuesDiffer(left: unknown, right: unknown): boolean {
+  return (
+    JSON.stringify(normalizeComparableValue(left)) !==
+    JSON.stringify(normalizeComparableValue(right))
+  );
+}
+
+function stringSet(value: unknown): Set<string> {
+  if (!Array.isArray(value)) return new Set();
+  return new Set(
+    value
+      .map((entry) => String(entry ?? "").trim())
+      .filter(Boolean),
+  );
+}
+
 function extractPhotoUrls(item: ItemDoc): string[] {
   const values = [
     ...(Array.isArray(item.images)
@@ -2260,6 +2293,63 @@ export const ingestItemFromPhotos = onDocumentWritten(
             .map((value: unknown) => String(value ?? "").trim())
             .filter(Boolean)
         : photoUrls;
+      const latestUserEditedFields = stringSet(
+        latestBeforeDone.get("userEditedFields"),
+      );
+      const latestValueChanged = (fieldPath: string, originalValue: unknown) =>
+        valuesDiffer(latestBeforeDone.get(fieldPath), originalValue);
+      const latestBrandSource = String(
+        latestBeforeDone.get("brandSource") ?? after.brandSource ?? "",
+      )
+        .trim()
+        .toLowerCase();
+      const latestColorSource = String(
+        latestBeforeDone.get("colorSource") ?? after.colorSource ?? "",
+      )
+        .trim()
+        .toLowerCase();
+      const latestName = String(latestBeforeDone.get("name") ?? "")
+        .replace(/\s+/g, " ")
+        .trim();
+      const preserveCategory =
+        latestUserEditedFields.has("category") ||
+        latestValueChanged("category", after.category);
+      const preserveSubCategory =
+        preserveCategory ||
+        latestUserEditedFields.has("subCategory") ||
+        latestValueChanged("subCategory", after.subCategory);
+      const preservePattern =
+        latestUserEditedFields.has("pattern") ||
+        latestValueChanged("pattern", after.pattern);
+      const preserveMaterial =
+        latestUserEditedFields.has("material") ||
+        latestValueChanged("material", after.material);
+      const preserveFit =
+        latestUserEditedFields.has("fit") ||
+        latestValueChanged("fit", after.fit);
+      const preserveOccasionTags =
+        latestUserEditedFields.has("occasionTags") ||
+        latestValueChanged("occasionTags", after.occasionTags);
+      const preserveSeasonTags =
+        latestUserEditedFields.has("seasonTags") ||
+        latestValueChanged("seasonTags", after.seasonTags);
+      const preserveName =
+        latestUserEditedFields.has("name") ||
+        latestValueChanged("name", after.name);
+      const preserveColors =
+        latestColorSource === "user" ||
+        latestUserEditedFields.has("colors") ||
+        latestValueChanged("colors", after.colors) ||
+        latestValueChanged("primaryColor", after.primaryColor) ||
+        latestValueChanged("displayColor", after.displayColor) ||
+        latestValueChanged("displayColors", after.displayColors);
+      const preserveBrand =
+        latestBrandSource === "user" ||
+        latestUserEditedFields.has("brand") ||
+        latestValueChanged("brand", after.brand);
+      const completionColorNeedsReview = preserveColors
+        ? false
+        : colorNeedsReview;
 
       await ref.set(
         {
@@ -2274,19 +2364,17 @@ export const ingestItemFromPhotos = onDocumentWritten(
               ? { isDraft: false, draftState: "ready", itemLifecycleStatus: "ready" }
               : { draftState: "photo_uploaded", itemLifecycleStatus: "needs_review" }
             : {}),
-          ...(!String(after.name ?? "").trim() && inferredName
+          ...(!preserveName && !latestName && inferredName
             ? { name: inferredName }
             : {}),
-          category,
-          subCategory,
+          ...(!preserveCategory ? { category, wearSlot: wearSlot(category) } : {}),
+          ...(!preserveSubCategory ? { subCategory } : {}),
           ...(itemType ? { type: itemType } : {}),
-          wearSlot: wearSlot(category),
-          pattern,
-          material,
-          materialConfidence,
+          ...(!preservePattern ? { pattern } : {}),
+          ...(!preserveMaterial ? { material, materialConfidence } : {}),
           ...(detailTags.length > 0 ? { detailTags } : {}),
           confidenceSummary,
-          fit,
+          ...(!preserveFit ? { fit } : {}),
           style,
           ...(formality ? { formality } : {}),
           ...(warmth ? { warmth } : {}),
@@ -2301,11 +2389,15 @@ export const ingestItemFromPhotos = onDocumentWritten(
           legShape,
           hasLogo,
           logoPlacement,
-          ...(occasionTags.length > 0 ? { occasionTags } : {}),
-          ...(seasonTags.length > 0 ? { seasonTags } : {}),
+          ...(!preserveOccasionTags && occasionTags.length > 0
+            ? { occasionTags }
+            : {}),
+          ...(!preserveSeasonTags && seasonTags.length > 0
+            ? { seasonTags }
+            : {}),
           ...(aestheticTags.length > 0 ? { aestheticTags } : {}),
           crop: cropRect.normalized,
-          ...(!hasUserColorOverride
+          ...(!preserveColors
             ? {
                 ...(finalColors.length > 0 ? { colors: finalColors } : {}),
                 ...(finalColorLabel ? { colorLabel: finalColorLabel } : {}),
@@ -2326,7 +2418,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
                 colorUpdatedAt: Date.now(),
               }
             : {}),
-          ...(!hasUserBrandOverride && !shouldPreserveLegacyManualBrand
+          ...(!preserveBrand && !shouldPreserveLegacyManualBrand
             ? {
                 brand,
                 brandConfidence,
@@ -2352,8 +2444,8 @@ export const ingestItemFromPhotos = onDocumentWritten(
             ...(pixelResult.pixelHex
               ? { pixelColorHex: pixelResult.pixelHex }
               : {}),
-            ...(hasUserColorOverride ? {} : { colorConfidence }),
-            colorNeedsReview: persistedColorNeedsReview,
+            ...(preserveColors ? {} : { colorConfidence }),
+            colorNeedsReview: completionColorNeedsReview,
           },
           formalityScore,
           warmthScore,
diff --git a/src/addItem/hooks/useItemDraft.ts b/src/addItem/hooks/useItemDraft.ts
index 15f5f21..15a1e8f 100644
--- a/src/addItem/hooks/useItemDraft.ts
+++ b/src/addItem/hooks/useItemDraft.ts
@@ -93,6 +93,21 @@ export function useItemDraft({
     keys.forEach((key) => userEditedKeysRef.current.delete(key));
   }, []);
 
+  const buildUserEditMetadata = useCallback(() => {
+    const userEditedFields = Array.from(userEditedKeysRef.current).sort();
+    if (!userEditedFields.length) return {};
+    return {
+      userEditedFields,
+      userEditedFieldsUpdatedAt: Date.now(),
+      ...(userEditedKeysRef.current.has("colors")
+        ? {
+            colorSource: "user",
+            colorUpdatedAt: Date.now(),
+          }
+        : {}),
+    };
+  }, []);
+
   const toggleSection = useCallback(
     (
       section: "fabric" | "size" | "notes" | "occasion" | "season" | "fit",
@@ -156,6 +171,7 @@ export function useItemDraft({
     try {
       const draftRef = doc(db, "users", uid, "items", draftItemId);
       await updateDoc(draftRef, {
+        ...buildUserEditMetadata(),
         ...(userEditedKeysRef.current.has("brand")
           ? {
               brand: cleanBrandInput(brand) || "",
@@ -192,6 +208,7 @@ export function useItemDraft({
     } catch {}
   }, [
     brand,
+    buildUserEditMetadata,
     category,
     displayColor,
     displayColors,
@@ -395,6 +412,7 @@ export function useItemDraft({
           : doc(itemsRef);
 
       const payloadBase = {
+        ...buildUserEditMetadata(),
         ...(userEditedKeysRef.current.has("brand")
           ? {
               brand: b || "",
@@ -605,6 +623,7 @@ export function useItemDraft({
   // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [
     brand,
+    buildUserEditMetadata,
     category,
     editItemId,
     extractionRef,
diff --git a/src/addItem/hooks/useItemExtraction.ts b/src/addItem/hooks/useItemExtraction.ts
index 8d845b8..5d4edb0 100644
--- a/src/addItem/hooks/useItemExtraction.ts
+++ b/src/addItem/hooks/useItemExtraction.ts
@@ -183,6 +183,15 @@ export function useItemExtraction({
     [isEdit, uid]
   );
 
+  const cleanupDraftDocIfInactive = useCallback(
+    (itemId: string | null) => {
+      if (!itemId) return;
+      if (createSessionRef.current.draftId === itemId) return;
+      void cleanupDraftDoc(itemId);
+    },
+    [cleanupDraftDoc, createSessionRef]
+  );
+
   const ensureDraftDocExists = useCallback(async () => {
     if (!uid || isEdit) return null;
     const existingDraftId = createSessionRef.current.draftId ?? draftItemId;
@@ -765,7 +774,13 @@ export function useItemExtraction({
           : 0,
       };
     }
-  }, [draft, photo.actions, photo.refs, setAutofillStatusThrottled]);
+  }, [
+    createSessionRef,
+    draft,
+    draftPhotoHash,
+    photo.actions,
+    setAutofillStatusThrottled,
+  ]);
 
   const attachDraftSubscription = useCallback(
     (itemId: string, sessionId?: string, runId?: number) => {
@@ -915,7 +930,7 @@ export function useItemExtraction({
           "Photo upload"
         );
         if (runId !== aiRunIdRef.current) {
-          void cleanupDraftDoc(draftRef.id);
+          cleanupDraftDocIfInactive(draftRef.id);
           return;
         }
         const now = Date.now();
@@ -977,7 +992,7 @@ export function useItemExtraction({
         };
         await setDoc(draftRef, draftPayload, { merge: true });
         if (runId !== aiRunIdRef.current) {
-          void cleanupDraftDoc(draftRef.id);
+          cleanupDraftDocIfInactive(draftRef.id);
           return;
         }
         setDraftItemId(draftRef.id);
@@ -1001,7 +1016,7 @@ export function useItemExtraction({
         photo.refs.syncedPreviewUriRef.current = localPhotoUri;
         attachDraftSubscription(draftRef.id, params.token.sessionId, runId);
         if (previousDraftId && previousDraftId !== draftRef.id) {
-          void cleanupDraftDoc(previousDraftId);
+          cleanupDraftDocIfInactive(previousDraftId);
         }
       } catch (error) {
         const message =
@@ -1012,8 +1027,7 @@ export function useItemExtraction({
     },
     [
       attachDraftSubscription,
-      ensureDraftDocExists,
-      cleanupDraftDoc,
+      cleanupDraftDocIfInactive,
       createSessionRef,
       draftItemId,
       draftPhotoHash,
@@ -1093,7 +1107,13 @@ export function useItemExtraction({
     setAiStage("Color");
     setIsAutofillRunning(!isEdit);
     lastAutofillStartedHashRef.current = null;
-  }, [bumpAiRun, isEdit, resetDraftTracking]);
+  }, [
+    bumpAiRun,
+    draft.actions,
+    draft.refs.userEditedKeysRef,
+    isEdit,
+    resetDraftTracking,
+  ]);
 
   const setAutofillRunningState = useCallback(() => {
     setAiStatus("running");
@@ -1399,6 +1419,7 @@ export function useItemExtraction({
     isEdit,
     photo,
     startDraftAutofill,
+    attachDraftSubscription,
     uid,
     setAutofillStatusThrottled,
   ]);
@@ -1460,6 +1481,7 @@ export function useItemExtraction({
     stopDraftSubscription,
     attachDraftSubscription,
     cleanupDraftDoc,
+    cleanupDraftDocIfInactive,
     ensureDraftDocExists,
     resetDraftTracking,
     maybeApplyAutofillFromDraft,
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index 3708712..b474668 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -1219,6 +1219,10 @@ export function usePhotoStep({
     const attemptId = beginUploadAttempt("retry-upload");
     try {
       if (extraction.state.draftItemId) {
+        extraction.actions.setAutofillRunningState?.();
+        extraction.actions.setIngestionStatus?.("pending");
+        extraction.actions.setAutofillError?.(null);
+        extraction.actions.setIsAutofillRunning?.(true);
         const uploaded = await uploadWithTimeout(
           uploadItemPhoto({
             uid,
@@ -1232,6 +1236,10 @@ export function usePhotoStep({
           UPLOAD_TIMEOUT_MS,
           "Retry photo upload"
         );
+        const nextSourceHash =
+          pendingPhotoHash ??
+          `${pendingPhotoUri}-${pendingPhotoWidth ?? "unknown-width"}`;
+        const now = Date.now();
         await updateDoc(doc(db, "users", uid, "items", extraction.state.draftItemId), {
           photoUrl: uploaded.primaryUrl,
           originalImageUrl: uploaded.originalUrl,
@@ -1266,11 +1274,18 @@ export function usePhotoStep({
               }
             : {}),
           draftState: "photo_uploaded",
+          itemLifecycleStatus: "processing",
+          ingestionStatus: "pending",
           ingestion: {
             status: "pending",
-            lastRunAt: Date.now(),
+            lastRunAt: now,
+          },
+          ingestionSource: {
+            sourceHash: nextSourceHash,
+            sourceType: uploaded.cleanedUrl ? "ios_vision" : "original",
           },
         });
+        extraction.actions.setDraftPhotoHash?.(nextSourceHash);
         setPhotoUrl(uploaded.primaryUrl);
         setCleanedPhotoUrl(uploaded.cleanedUrl);
         setServerCleanedUrl(uploaded.cleanedUrl);
@@ -1312,6 +1327,10 @@ export function usePhotoStep({
       const message =
         error instanceof Error ? error.message : "Photo upload failed. Please retry.";
       setUploadError(message);
+      extraction.actions.setAiStatus?.("error");
+      extraction.actions.setIsAutofillRunning?.(false);
+      extraction.actions.setIngestionStatus?.("failed");
+      extraction.actions.setAutofillError?.(message);
     } finally {
       endUploadAttempt(attemptId, "retry-upload");
     }

From 13924a08db5636d2161d2c9f65c0d70fd7f0265b Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 23:04:56 -0500
Subject: [PATCH 51/93] fix(onboarding): surface save failures and preserve
 preferences

---
 app/(onboarding)/index.tsx | 104 +++++++++++++++++++++++++------------
 1 file changed, 72 insertions(+), 32 deletions(-)

diff --git a/app/(onboarding)/index.tsx b/app/(onboarding)/index.tsx
index f219926..d330ef2 100644
--- a/app/(onboarding)/index.tsx
+++ b/app/(onboarding)/index.tsx
@@ -177,6 +177,20 @@ function formatShoeHalf(value: number) {
   return Number.isInteger(value) ? String(value) : value.toFixed(1);
 }
 
+function messageForOnboardingSaveError(error: unknown) {
+  const code =
+    typeof error === "object" && error && "code" in error
+      ? String((error as { code?: unknown }).code)
+      : "";
+  if (code === "permission-denied" || code === "unauthenticated") {
+    return "We couldn't save your setup because your session expired. Please sign in again and retry.";
+  }
+  if (code === "unavailable" || code === "deadline-exceeded") {
+    return "We couldn't save your setup because the network is unavailable. Check your connection and try again.";
+  }
+  return "We couldn't save your setup. Please try again.";
+}
+
 function shoeValueFromDraft(draft: UserProfilePreferences) {
   const raw = String(draft.defaultSizes.shoes ?? "").match(/\d+/)?.[0];
   const next = raw ? Number(raw) : 42;
@@ -189,10 +203,12 @@ export default function OnboardingScreen() {
   const { width } = useWindowDimensions();
   const [loading, setLoading] = useState(true);
   const [saving, setSaving] = useState(false);
+  const [saveError, setSaveError] = useState<string | null>(null);
   const [autoAdvancing, setAutoAdvancing] = useState(false);
   const [stepIndex, setStepIndex] = useState(0);
   const [draft, setDraft] = useState<UserProfilePreferences>(EMPTY_USER_PROFILE_PREFERENCES);
   const autoAdvanceTimer = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const saveInFlightRef = useRef(false);
 
   const detected = useMemo(() => getLocaleParts(), []);
   const step = STEPS[stepIndex];
@@ -307,17 +323,21 @@ export default function OnboardingScreen() {
   }
 
   async function onFinish() {
-    if (!user?.uid) return;
+    if (saveInFlightRef.current) return;
+    if (!user?.uid) {
+      const message = "Please sign in again before finishing setup.";
+      setSaveError(message);
+      Alert.alert("Couldn't finish setup", message);
+      return;
+    }
+    saveInFlightRef.current = true;
     try {
       setSaving(true);
+      setSaveError(null);
       const normalizedSizingDraft = normalizeProfileSizePayload({
         ...draft,
         region: draft.region ?? detected.region,
         units,
-        favoriteColors: [],
-        avoidedColors: [],
-        accessoryPreferences: [],
-        goals: ["outfit_suggestions"],
         defaultSizes: {
           ...draft.defaultSizes,
           shoes: draft.defaultSizes.shoes ?? "EU 42",
@@ -328,6 +348,17 @@ export default function OnboardingScreen() {
         normalizedSizingDraft.body.height ??
         normalizedSizingDraft.height.value ??
         (draft.unitsPreference === "imperial" ? 67 : 170);
+      const goals = normalizedSizingDraft.goals.length
+        ? normalizedSizingDraft.goals
+        : ["outfit_suggestions"];
+      const favoriteColors =
+        normalizedSizingDraft.favoriteColors.length > 0
+          ? normalizedSizingDraft.favoriteColors
+          : (normalizedSizingDraft.stylePreferences.favoriteColors ?? []);
+      const avoidedColors =
+        normalizedSizingDraft.avoidedColors.length > 0
+          ? normalizedSizingDraft.avoidedColors
+          : (normalizedSizingDraft.stylePreferences.avoidedColors ?? []);
 
       const profileToSave: UserProfilePreferences = {
         ...normalizedSizingDraft,
@@ -335,10 +366,10 @@ export default function OnboardingScreen() {
         region: normalizedSizingDraft.region ?? detected.region,
         unitsPreference: draft.unitsPreference,
         units,
-        favoriteColors: [],
-        avoidedColors: [],
-        accessoryPreferences: [],
-        goals: ["outfit_suggestions"],
+        favoriteColors,
+        avoidedColors,
+        accessoryPreferences: normalizedSizingDraft.accessoryPreferences,
+        goals,
         defaultSizes: {
           ...normalizedSizingDraft.defaultSizes,
           shoes: normalizedSizingDraft.defaultSizes.shoes ?? "EU 42",
@@ -377,28 +408,22 @@ export default function OnboardingScreen() {
           unit: draft.unitsPreference === "imperial" ? "ft_in" : "cm",
         },
         weight: {
-          value: null,
+          value: normalizedSizingDraft.weight.value,
           unit: draft.unitsPreference === "imperial" ? "lb" : "kg",
         },
         body: {
           ...normalizedSizingDraft.body,
           height: heightValue,
-          weight: null,
+          weight: normalizedSizingDraft.weight.value ?? normalizedSizingDraft.body.weight ?? null,
         },
         advancedFit: {
-          bust: null,
-          waistMeasurement: null,
-          hips: null,
-          inseam: null,
-          shoulderWidth: null,
-          sleeveLength: null,
-          braSize: null,
+          ...normalizedSizingDraft.advancedFit,
         },
         stylePreferences: {
           ...normalizedSizingDraft.stylePreferences,
           preferredStyles: normalizedSizingDraft.styleAesthetics,
-          favoriteColors: [],
-          avoidedColors: [],
+          favoriteColors,
+          avoidedColors,
         },
         fitPreferences: {
           ...normalizedSizingDraft.fitPreferences,
@@ -409,23 +434,27 @@ export default function OnboardingScreen() {
         },
       };
 
-      await Promise.all([
-        saveUserProfilePreferences(user.uid, profileToSave),
-        saveUserAccountProfile(user.uid, {
-          name:
-            (draft.firstName ?? "").trim() ||
-            user.displayName ||
-            user.email?.split("@")[0] ||
-            null,
-        }),
-      ]);
+      await saveUserAccountProfile(user.uid, {
+        name:
+          (draft.firstName ?? "").trim() ||
+          user.displayName ||
+          user.email?.split("@")[0] ||
+          null,
+      });
+      await saveUserProfilePreferences(user.uid, profileToSave);
       router.replace("/(tabs)");
+    } catch (error) {
+      const message = messageForOnboardingSaveError(error);
+      setSaveError(message);
+      Alert.alert("Couldn't finish setup", message);
     } finally {
       setSaving(false);
+      saveInFlightRef.current = false;
     }
   }
 
-  function nextStep() {
+  async function nextStep() {
+    if (saving) return;
     if (!canContinue) {
       if (step.key === "style") {
         Alert.alert("Choose your style", "Pick at least one style aesthetic.");
@@ -438,9 +467,10 @@ export default function OnboardingScreen() {
     }
 
     if (stepIndex === STEPS.length - 1) {
-      void onFinish();
+      await onFinish();
       return;
     }
+    setSaveError(null);
     goToStep(stepIndex + 1);
   }
 
@@ -552,6 +582,9 @@ export default function OnboardingScreen() {
 
           {!isFirstStep ? (
             <View style={[styles.footer, { backgroundColor: colors.background }]}>
+              {saveError ? (
+                <Text style={styles.saveErrorText}>{saveError}</Text>
+              ) : null}
               <Pressable
                 onPress={nextStep}
                 disabled={saving || !canContinue}
@@ -1211,6 +1244,13 @@ const styles = StyleSheet.create({
     borderTopWidth: 1,
     borderTopColor: "rgba(255,255,255,0.06)",
   },
+  saveErrorText: {
+    color: "#FFB4A8",
+    fontSize: 13,
+    fontWeight: "700",
+    lineHeight: 18,
+    textAlign: "center",
+  },
   primaryButton: {
     borderRadius: 18,
     paddingVertical: 16,

From 5b7478e933d77ccdb9c3642a96695e0c4712e777 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 1 May 2026 23:05:40 -0500
Subject: [PATCH 52/93] Extract AURA look actions and align categories

---
 app/(tabs)/ai.tsx                        | 143 ++++-----------
 app/(tabs)/index.tsx                     | 104 ++---------
 functions/src/shared/buildAuraContext.ts | 203 ++++++++++++---------
 src/lib/auraActions.ts                   | 164 +++++++++++++++++
 src/lib/items.ts                         | 220 +++++++++++++++--------
 5 files changed, 477 insertions(+), 357 deletions(-)
 create mode 100644 src/lib/auraActions.ts

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index ad26e8c..59e8731 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -11,11 +11,11 @@ import AuraChatDrawer from "@/src/components/ai/AuraChatDrawer";
 import AuraQuickChips from "@/src/components/ai/AuraQuickChips";
 import ChatList from "@/src/components/ai/ChatList";
 import InputBar from "@/src/components/ai/InputBar";
-import { auraTheme } from "@/src/components/ai/aiTheme";
 import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
 import AnimatedAuraRing from "@/src/components/aura/AnimatedAuraRing";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
+import { DOCK_HEIGHT, FLOATING_CONTROL_GAP } from "@/src/constants/dock";
 import type {
   AIMessage,
   ChatAttachment,
@@ -27,7 +27,8 @@ import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { askAuraStream, isAuraStreamAbortError, transcribeAuraAudio } from "@/src/lib/aura";
-import { logAuraLookStyleEvent, updateAuraSessionContextFromPrompt } from "@/src/lib/auraMemory";
+import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
+import { updateAuraSessionContextFromPrompt } from "@/src/lib/auraMemory";
 import {
   type AuraCandidateLocalPhoto,
   createAuraItemDraftsFromCandidates,
@@ -36,8 +37,6 @@ import {
   uploadAuraTranscriptionAudio,
 } from "@/src/lib/auraAttachments";
 import { classifyAuraImageIntent } from "@/src/lib/auraIntent";
-import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
-import { saveAuraOutfitFeedback } from "@/src/lib/auraOutfitFeedback";
 import { generateAuraSwipeBatch } from "@/src/lib/auraSwipe";
 import { runHaptic } from "@/src/lib/haptics";
 import { getItemImageUrl } from "@/src/lib/itemImage";
@@ -68,7 +67,7 @@ import {
 } from "@/src/lib/localCache";
 import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLookAction, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import { markAnalyzedOutfitWorn, savePlannedRecord } from "@/src/utils/dailyOutfits";
+import { markAnalyzedOutfitWorn } from "@/src/utils/dailyOutfits";
 
 const TRAIN_AURA_CHIP_LABEL = "Train AURA faster";
 const AURA_TOP_CHIPS = [
@@ -81,6 +80,8 @@ const AURA_TOP_CHIPS = [
 const DEFAULT_CHIPS = AURA_TOP_CHIPS.filter((chip) => chip !== TRAIN_AURA_CHIP_LABEL);
 
 const DEFAULT_COMPOSER_HEIGHT = 56;
+const CHAT_COMPOSER_TAB_GAP = 8;
+const CHAT_BOTTOM_BREATHING_ROOM = 18;
 const STREAM_FLUSH_INTERVAL_MS = 24;
 const AURA_REPLY_START_HAPTIC = "light" as const;
 const AURA_REPLY_FINISH_HAPTIC = "selection" as const;
@@ -395,19 +396,6 @@ function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
   return "Got you — here’s what I’d do.";
 }
 
-function buildAuraLookFeedbackPrompt(action: AuraLookAction, promptBase: string) {
-  if (action === "notMyVibe") {
-    return `Take this in a different direction from ${promptBase}. Keep it polished, but shift the palette, silhouette, or overall attitude so it feels more like me.`;
-  }
-  if (action === "showMoreLikeThis") {
-    return `Show me 3 more looks in the same lane as ${promptBase}, but vary the styling so they do not feel repetitive.`;
-  }
-  if (action === "lessLikeThis") {
-    return `Pull away from ${promptBase}. Keep the same level of polish, but give me a noticeably different palette, silhouette, or vibe.`;
-  }
-  return "";
-}
-
 function buildShareTranscript(thread: AIChatThread, messages: AIMessage[]) {
   const lines = messages
     .filter((entry) => entry.type === "user" || entry.type === "assistant")
@@ -1858,91 +1846,24 @@ export default function AIScreen() {
       const promptBase = look?.lookTitle || sourceMessage.aura?.title || "this look";
       if (!look || !uid) return;
       if (loading) return;
-      if (action === "saveLook") {
-        try {
-          await saveAuraLook(uid, look, { title: sourceMessage.aura?.title });
-          void runHaptic("light");
-          Toast.saved();
-        } catch (error: any) {
-          Toast.error("Save failed", error?.message ?? "Unable to save this look.");
-        }
-        return;
-      }
-      if (action === "planForToday") {
-        try {
-          await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
-          void runHaptic("light");
-          Toast.success("Planned", "This look is now attached to today.");
-        } catch (error: any) {
-          Toast.error("Plan failed", error?.message ?? "Unable to plan this look for today.");
-        }
-        return;
-      }
-      if (action === "likeLook") {
-        await logAuraLookStyleEvent(uid, "outfit_liked", look, { source: "aura" });
-        await saveAuraOutfitFeedback(uid, {
-          feedbackType: "outfit_liked",
-          look,
-          chatId: activeChatId,
-          messageId: sourceMessage.id,
-          option: lookOption,
-          source: "aura",
-        });
-        Alert.alert("Noted", "AURA will keep more of this energy in rotation.");
-        return;
-      }
-      if (action === "notMyVibe") {
-        await logAuraLookStyleEvent(uid, "outfit_disliked", look, { source: "aura" });
-        await saveAuraOutfitFeedback(uid, {
-          feedbackType: "outfit_disliked",
-          look,
+      await handleSharedAuraLookAction({
+        uid,
+        action,
+        look,
+        promptBase,
+        saveTitle: sourceMessage.aura?.title,
+        feedbackContext: {
           chatId: activeChatId,
           messageId: sourceMessage.id,
           option: lookOption,
-          source: "aura",
-        });
-        void handleAsk(buildAuraLookFeedbackPrompt(action, promptBase));
-        return;
-      }
-      if (action === "showMoreLikeThis") {
-        void logAuraLookStyleEvent(uid, "more_like_this", look, { source: "aura" });
-        void handleAsk(buildAuraLookFeedbackPrompt(action, promptBase));
-        return;
-      }
-      if (action === "lessLikeThis") {
-        await logAuraLookStyleEvent(uid, "less_like_this", look, { source: "aura" });
-        void handleAsk(buildAuraLookFeedbackPrompt(action, promptBase));
-        return;
-      }
-      if (action === "shopMissingPieces") {
-        const missingPieces = look.addToComplete.filter(Boolean);
-        Alert.alert(
-          "Missing pieces",
-          missingPieces.length
-            ? missingPieces.join("\n")
-            : "AURA does not see any missing pieces in this look yet.",
-          missingPieces.length
-            ? [
-                { text: "Close", style: "cancel" },
-                {
-                  text: "Create shopping brief",
-                  onPress: () =>
-                    void handleAsk(
-                      `Turn ${promptBase} into a concise shopping brief. Tell me what is actually missing from my wardrobe, what matters most to buy first, and what can wait.`
-                    ),
-                },
-              ]
-            : [{ text: "Close", style: "cancel" }]
-        );
-        return;
-      }
-      if (action === "useOnlyMyCloset") {
-        void handleAsk(`Fix ${promptBase} using only my closet. Keep the same overall intent, but make it feel more resolved with pieces I already own.`);
-        return;
-      }
-      if (action === "makeItDressier") {
-        void handleAsk(`Fix ${promptBase} and make it dressier. Keep it polished, tasteful, and still like me.`);
-      }
+        },
+        onPrompt: (prompt) => {
+          void handleAsk(prompt);
+        },
+        onAlert: (title, message, buttons) => Alert.alert(title, message, buttons),
+        onAfterSave: () => runHaptic("light"),
+        onAfterPlan: () => runHaptic("light"),
+      });
     },
     [activeChatId, handleAsk, loading, uid]
   );
@@ -2179,17 +2100,23 @@ export default function AIScreen() {
     [colors.background, colors.surface, colors.surfaceSoft],
   );
   const chatBottomGlowColors = useMemo(
-    () => [colors.purpleSurface, colors.surfaceGlass, "transparent"] as const,
-    [colors.purpleSurface, colors.surfaceGlass],
+    () => ["rgba(167,139,250,0.045)", "rgba(255,255,255,0.016)", "transparent"] as const,
+    [],
   );
-  const restingComposerBottom = layout.composerOffset;
+  const restingComposerBottom =
+    layout.composerOffset - Math.max(0, FLOATING_CONTROL_GAP - CHAT_COMPOSER_TAB_GAP);
   const isComposerActive = isComposerFocused || keyboardHeight > 0;
   const keyboardComposerBottom =
     keyboardHeight > 0
       ? Math.max(12, keyboardHeight + (Platform.OS === "ios" ? 8 : 4))
       : 0;
   const composerBottom = keyboardHeight > 0 ? keyboardComposerBottom : restingComposerBottom;
-  const chatBottomReservation = composerBottom + composerHeight + 24;
+  const closedDockStackInset =
+    Math.max(insets.bottom, layout.floatingDockBottom) + DOCK_HEIGHT + CHAT_COMPOSER_TAB_GAP;
+  const chatBottomInset = Math.max(
+    composerBottom + composerHeight,
+    closedDockStackInset + composerHeight,
+  ) + CHAT_BOTTOM_BREATHING_ROOM;
   const showEmptyState = orderedMessages.length === 0 && !loading && !isBooting && !message.trim();
   const showKeyboardWatermark = keyboardHeight > 0 && orderedMessages.length < 2;
   const visibleHeroChips = AURA_TOP_CHIPS;
@@ -2237,7 +2164,7 @@ export default function AIScreen() {
           left: 0,
           right: 0,
           bottom: 0,
-          height: 180,
+          height: 112,
         }}
       />
         <AuraHeader
@@ -2262,7 +2189,7 @@ export default function AIScreen() {
         }}
       />
 
-        <View style={{ paddingTop: 10, paddingBottom: 0 }}>
+        <View style={{ paddingTop: 10, paddingBottom: 8 }}>
           <AuraQuickChips
             variant="pills"
             chips={visibleHeroChips}
@@ -2283,7 +2210,7 @@ export default function AIScreen() {
           itemsById={itemsById}
           savingId={null}
           loading={loading}
-          contentBottomPadding={chatBottomReservation}
+          contentBottomPadding={chatBottomInset}
           autoScrollSignal={focusScrollSignal}
           focusMessageId={focusMessageId}
           emptyState={emptyChatState}
@@ -2302,7 +2229,7 @@ export default function AIScreen() {
                 position: "absolute",
                 left: 0,
                 right: 0,
-                bottom: chatBottomReservation + 20,
+                bottom: chatBottomInset + 20,
                 textAlign: "center",
                 color: colors.text,
                 opacity: 0.06,
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index 74767f6..7d4b5fc 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -30,12 +30,11 @@ import { useNow } from "@/src/hooks/useNow";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { buildVisiblePreferenceHint, loadAssistantProfile } from "@/src/lib/assistantMemory";
 import { loadChatMessages, loadLatestChatThread, type AIChatThread } from "@/src/lib/aiChats";
-import { logAuraLookStyleEvent } from "@/src/lib/auraMemory";
-import { auraLookToPlannedOutfit, loadLatestSavedAuraLook, saveAuraLook } from "@/src/lib/auraLooks";
+import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
+import { loadLatestSavedAuraLook } from "@/src/lib/auraLooks";
 import { listenToItems, normalizeLaundryStatus } from "@/src/lib/items";
 import { getMinimumClosetProgress, getSuggestedAddItemCategory } from "@/src/lib/minimumCloset";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
-import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import {
   getCachedChatList,
@@ -44,9 +43,9 @@ import {
   setCachedHomeSnapshot,
 } from "@/src/lib/localCache";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { AuraLookAction, AuraResponse } from "@/src/types/aura";
+import type { AuraLook, AuraLookAction, AuraResponse } from "@/src/types/aura";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
-import { savePlannedRecord, subscribeOutfitByDate, type DailyOutfitRecord } from "@/src/utils/dailyOutfits";
+import { subscribeOutfitByDate, type DailyOutfitRecord } from "@/src/utils/dailyOutfits";
 
 function toMillis(value: unknown): number {
   if (typeof value === "number" && Number.isFinite(value)) return value;
@@ -92,19 +91,6 @@ function RevealSection({
   );
 }
 
-function buildAuraLookFeedbackPrompt(action: AuraLookAction, promptBase: string) {
-  if (action === "notMyVibe") {
-    return `Take this in a different direction from ${promptBase}. Keep it polished, but shift the palette, silhouette, or overall attitude so it feels more like me.`;
-  }
-  if (action === "showMoreLikeThis") {
-    return `Show me 3 more looks in the same lane as ${promptBase}, but vary the styling so they do not feel repetitive.`;
-  }
-  if (action === "lessLikeThis") {
-    return `Pull away from ${promptBase}. Keep the same level of polish, but give me a noticeably different palette, silhouette, or vibe.`;
-  }
-  return "";
-}
-
 export default function HomeScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -686,78 +672,18 @@ export default function HomeScreen() {
     });
   }, []);
 
-  async function handleAuraLookAction(action: AuraLookAction, selectedLook?: import("@/src/types/aura").AuraLook) {
+  async function handleAuraLookAction(action: AuraLookAction, selectedLook?: AuraLook) {
     const look = selectedLook ?? latestLook;
-    if (!look || !uid) return;
-    const promptBase = look.lookTitle;
-    if (action === "saveLook") {
-      try {
-        const saved = await saveAuraLook(uid, look, { title: promptBase });
-        setLatestSavedLook(saved);
-        Toast.saved();
-      } catch (error: any) {
-        Toast.error("Save failed", error?.message ?? "Unable to save this look.");
-      }
-      return;
-    }
-    if (action === "planForToday") {
-      try {
-        await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
-        Toast.success("Planned", "This look is now attached to today.");
-      } catch (error: any) {
-        Toast.error("Plan failed", error?.message ?? "Unable to plan this look for today.");
-      }
-      return;
-    }
-    if (action === "likeLook") {
-      await logAuraLookStyleEvent(uid, "outfit_liked", look, { source: "aura" });
-      Alert.alert("Noted", "AURA will keep more of this energy in rotation.");
-      return;
-    }
-    if (action === "notMyVibe") {
-      await logAuraLookStyleEvent(uid, "outfit_disliked", look, { source: "aura" });
-      openAIWithPrompt(buildAuraLookFeedbackPrompt(action, promptBase));
-      return;
-    }
-    if (action === "showMoreLikeThis") {
-      void logAuraLookStyleEvent(uid, "more_like_this", look, { source: "aura" });
-      openAIWithPrompt(buildAuraLookFeedbackPrompt(action, promptBase));
-      return;
-    }
-    if (action === "lessLikeThis") {
-      await logAuraLookStyleEvent(uid, "less_like_this", look, { source: "aura" });
-      openAIWithPrompt(buildAuraLookFeedbackPrompt(action, promptBase));
-      return;
-    }
-    if (action === "shopMissingPieces") {
-      const missingPieces = look.addToComplete.filter(Boolean);
-      Alert.alert(
-        "Missing pieces",
-        missingPieces.length
-          ? missingPieces.join("\n")
-          : "AURA does not see any missing pieces in this look yet.",
-        missingPieces.length
-          ? [
-              { text: "Close", style: "cancel" },
-              {
-                text: "Create shopping brief",
-                onPress: () =>
-                  openAIWithPrompt(
-                    `Turn ${promptBase} into a concise shopping brief. Tell me what is actually missing from my wardrobe, what matters most to buy first, and what can wait.`
-                  ),
-              },
-            ]
-          : [{ text: "Close", style: "cancel" }]
-      );
-      return;
-    }
-    if (action === "useOnlyMyCloset") {
-      openAIWithPrompt(`Fix ${promptBase} using only my closet. Keep the same overall intent, but make it feel more resolved with pieces I already own.`);
-      return;
-    }
-    if (action === "makeItDressier") {
-      openAIWithPrompt(`Fix ${promptBase} and make it dressier. Keep it polished, tasteful, and still like me.`);
-    }
+    await handleSharedAuraLookAction({
+      uid,
+      action,
+      look,
+      promptBase: look?.lookTitle,
+      saveTitle: look?.lookTitle,
+      onPrompt: openAIWithPrompt,
+      onAlert: (title, message, buttons) => Alert.alert(title, message, buttons),
+      onSavedLook: setLatestSavedLook,
+    });
   }
 
   const smartTools = useMemo<SmartTool[]>(
diff --git a/functions/src/shared/buildAuraContext.ts b/functions/src/shared/buildAuraContext.ts
index 575bff6..5cb6554 100644
--- a/functions/src/shared/buildAuraContext.ts
+++ b/functions/src/shared/buildAuraContext.ts
@@ -41,6 +41,7 @@ type AuraContextArgs = {
 
 type AuraCategory =
   | "tops"
+  | "one_piece"
   | "outerwear"
   | "bottoms"
   | "footwear"
@@ -60,6 +61,112 @@ function normalizeToken(value?: string | null): string {
     .trim();
 }
 
+const CANONICAL_AURA_CATEGORY_ALIASES: Record<Exclude<AuraCategory, "other">, readonly string[]> = {
+  // Keep this alias table in sync with src/lib/items.ts.
+  one_piece: ["one piece", "dress", "jumpsuit", "romper", "set", "matching set"],
+  tops: [
+    "top",
+    "tops",
+    "tshirt",
+    "t shirt",
+    "t-shirt",
+    "tee",
+    "shirt",
+    "polo",
+    "sweater",
+    "sweatshirt",
+    "blouse",
+    "crop top",
+    "tank",
+    "tank top",
+    "kurta",
+  ],
+  outerwear: [
+    "outerwear",
+    "jacket",
+    "jackets",
+    "hoodie",
+    "hoodies",
+    "coat",
+    "coats",
+    "blazer",
+    "blazers",
+    "overshirt",
+    "overshirts",
+    "cardigan",
+    "cardigans",
+    "shacket",
+    "trench",
+    "parka",
+    "bomber",
+    "layer",
+    "layers",
+  ],
+  bottoms: [
+    "bottom",
+    "bottoms",
+    "pants",
+    "jeans",
+    "trousers",
+    "shorts",
+    "cargo",
+    "cargos",
+    "chinos",
+    "joggers",
+    "trackpants",
+    "track pants",
+  ],
+  footwear: [
+    "footwear",
+    "shoes",
+    "shoe",
+    "sneaker",
+    "sneakers",
+    "boot",
+    "boots",
+    "sandal",
+    "sandals",
+    "slide",
+    "slides",
+    "loafer",
+    "loafers",
+    "heel",
+    "heels",
+    "formal shoe",
+    "formal shoes",
+    "derby",
+    "derbies",
+    "oxford",
+    "oxfords",
+    "chelsea boot",
+    "chelsea boots",
+  ],
+  accessories: [
+    "accessories",
+    "accessory",
+    "watch",
+    "bag",
+    "handbag",
+    "tote",
+    "tote bag",
+    "crossbody",
+    "belt",
+    "perfume",
+    "jewellery",
+    "jewelry",
+    "cap",
+    "hat",
+    "sunglasses",
+    "glasses",
+    "necklace",
+    "bracelet",
+    "ring",
+    "earrings",
+    "scarf",
+    "socks",
+  ],
+};
+
 function pickColor(item: WardrobeItem): string {
   return (
     String(item.aiColorLabel ?? "").trim() ||
@@ -121,95 +228,13 @@ function compactUserPreferences(userProfile?: AuraUserProfile | null) {
 
 export function mapCategory(raw?: string | null): AuraCategory {
   const value = normalizeToken(raw);
-
-  if (
-    [
-      "top",
-      "tops",
-      "tshirt",
-      "t-shirt",
-      "tee",
-      "shirt",
-      "hoodie",
-      "sweater",
-      "polo",
-      "sweatshirt",
-      "tank",
-      "overshirt",
-      "kurta",
-    ].includes(value)
-  ) {
-    return "tops";
-  }
-
-  if (["outerwear", "jacket", "coat", "blazer", "overshirt"].includes(value)) {
-    return "outerwear";
-  }
-
-  if (
-    [
-      "bottom",
-      "bottoms",
-      "pants",
-      "jeans",
-      "trousers",
-      "shorts",
-      "cargo",
-      "cargos",
-      "chinos",
-      "joggers",
-      "trackpants",
-    ].includes(value)
-  ) {
-    return "bottoms";
-  }
-
-  if (
-    [
-      "footwear",
-      "shoes",
-      "shoe",
-      "sneaker",
-      "sneakers",
-      "boot",
-      "boots",
-      "sandal",
-      "sandals",
-      "slide",
-      "slides",
-      "loafer",
-      "loafers",
-      "formal shoe",
-      "formal shoes",
-      "derby",
-      "derbies",
-      "oxford",
-      "oxfords",
-      "chelsea boot",
-      "chelsea boots",
-    ].includes(value)
-  ) {
-    return "footwear";
+  if (!value) return "other";
+  for (const [category, aliases] of Object.entries(CANONICAL_AURA_CATEGORY_ALIASES) as [
+    Exclude<AuraCategory, "other">,
+    readonly string[],
+  ][]) {
+    if (aliases.includes(value)) return category;
   }
-
-  if (
-    [
-      "accessories",
-      "accessory",
-      "watch",
-      "bag",
-      "belt",
-      "perfume",
-      "jewellery",
-      "jewelry",
-      "cap",
-      "hat",
-      "sunglasses",
-    ].includes(value)
-  ) {
-    return "accessories";
-  }
-
   return "other";
 }
 
@@ -232,6 +257,7 @@ export function buildAuraContext({
   };
   const wardrobe = {
     tops: [] as Record<string, string>[],
+    one_piece: [] as Record<string, string>[],
     outerwear: [] as Record<string, string>[],
     bottoms: [] as Record<string, string>[],
     footwear: [] as Record<string, string>[],
@@ -293,6 +319,7 @@ export function buildAuraContext({
   };
   const totalItemCount =
     categoryCounts.tops +
+    wardrobe.one_piece.length +
     categoryCounts.outerwear +
     categoryCounts.bottoms +
     categoryCounts.footwear +
diff --git a/src/lib/auraActions.ts b/src/lib/auraActions.ts
new file mode 100644
index 0000000..8b0cded
--- /dev/null
+++ b/src/lib/auraActions.ts
@@ -0,0 +1,164 @@
+import { logAuraLookStyleEvent } from "@/src/lib/auraMemory";
+import { auraLookToPlannedOutfit, saveAuraLook, type SavedAuraLookRecord } from "@/src/lib/auraLooks";
+import { saveAuraOutfitFeedback } from "@/src/lib/auraOutfitFeedback";
+import { Toast } from "@/src/lib/toast";
+import type { AuraLook, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
+import { savePlannedRecord } from "@/src/utils/dailyOutfits";
+
+type AuraAlertButton = {
+  text: string;
+  style?: "default" | "cancel" | "destructive";
+  onPress?: () => void;
+};
+
+type AuraLookActionFeedbackContext = {
+  chatId?: string | null;
+  messageId?: string | null;
+  option?: AuraLookOptionMeta | null;
+};
+
+export type HandleAuraLookActionOptions = {
+  uid?: string | null;
+  action: AuraLookAction;
+  look?: AuraLook | null;
+  promptBase?: string | null;
+  saveTitle?: string | null;
+  feedbackContext?: AuraLookActionFeedbackContext | null;
+  onPrompt: (prompt: string) => void | Promise<void>;
+  onAlert: (title: string, message: string, buttons?: AuraAlertButton[]) => void;
+  onSavedLook?: (saved: SavedAuraLookRecord) => void;
+  onAfterSave?: () => void | Promise<void>;
+  onAfterPlan?: () => void | Promise<void>;
+};
+
+export function buildAuraLookFeedbackPrompt(action: AuraLookAction, promptBase: string) {
+  if (action === "notMyVibe") {
+    return `Take this in a different direction from ${promptBase}. Keep it polished, but shift the palette, silhouette, or overall attitude so it feels more like me.`;
+  }
+  if (action === "showMoreLikeThis") {
+    return `Show me 3 more looks in the same lane as ${promptBase}, but vary the styling so they do not feel repetitive.`;
+  }
+  if (action === "lessLikeThis") {
+    return `Pull away from ${promptBase}. Keep the same level of polish, but give me a noticeably different palette, silhouette, or vibe.`;
+  }
+  return "";
+}
+
+async function saveLookFeedback(
+  uid: string,
+  feedbackType: "outfit_liked" | "outfit_disliked",
+  look: AuraLook,
+  feedbackContext?: AuraLookActionFeedbackContext | null,
+) {
+  if (!feedbackContext) return;
+  await saveAuraOutfitFeedback(uid, {
+    feedbackType,
+    look,
+    chatId: feedbackContext.chatId,
+    messageId: feedbackContext.messageId,
+    option: feedbackContext.option,
+    source: "aura",
+  });
+}
+
+export async function handleSharedAuraLookAction({
+  uid,
+  action,
+  look,
+  promptBase,
+  saveTitle,
+  feedbackContext,
+  onPrompt,
+  onAlert,
+  onSavedLook,
+  onAfterSave,
+  onAfterPlan,
+}: HandleAuraLookActionOptions) {
+  if (!uid || !look) return false;
+
+  const base = promptBase ?? look.lookTitle ?? "this look";
+
+  if (action === "saveLook") {
+    try {
+      const saved = await saveAuraLook(uid, look, { title: saveTitle ?? base });
+      onSavedLook?.(saved);
+      void onAfterSave?.();
+      Toast.saved();
+    } catch (error: any) {
+      Toast.error("Save failed", error?.message ?? "Unable to save this look.");
+    }
+    return true;
+  }
+
+  if (action === "planForToday") {
+    try {
+      await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
+      void onAfterPlan?.();
+      Toast.success("Planned", "This look is now attached to today.");
+    } catch (error: any) {
+      Toast.error("Plan failed", error?.message ?? "Unable to plan this look for today.");
+    }
+    return true;
+  }
+
+  if (action === "likeLook") {
+    await logAuraLookStyleEvent(uid, "outfit_liked", look, { source: "aura" });
+    await saveLookFeedback(uid, "outfit_liked", look, feedbackContext);
+    onAlert("Noted", "AURA will keep more of this energy in rotation.");
+    return true;
+  }
+
+  if (action === "notMyVibe") {
+    await logAuraLookStyleEvent(uid, "outfit_disliked", look, { source: "aura" });
+    await saveLookFeedback(uid, "outfit_disliked", look, feedbackContext);
+    void onPrompt(buildAuraLookFeedbackPrompt(action, base));
+    return true;
+  }
+
+  if (action === "showMoreLikeThis") {
+    void logAuraLookStyleEvent(uid, "more_like_this", look, { source: "aura" });
+    void onPrompt(buildAuraLookFeedbackPrompt(action, base));
+    return true;
+  }
+
+  if (action === "lessLikeThis") {
+    await logAuraLookStyleEvent(uid, "less_like_this", look, { source: "aura" });
+    void onPrompt(buildAuraLookFeedbackPrompt(action, base));
+    return true;
+  }
+
+  if (action === "shopMissingPieces") {
+    const missingPieces = look.addToComplete.filter(Boolean);
+    onAlert(
+      "Missing pieces",
+      missingPieces.length
+        ? missingPieces.join("\n")
+        : "AURA does not see any missing pieces in this look yet.",
+      missingPieces.length
+        ? [
+            { text: "Close", style: "cancel" },
+            {
+              text: "Create shopping brief",
+              onPress: () =>
+                void onPrompt(
+                  `Turn ${base} into a concise shopping brief. Tell me what is actually missing from my wardrobe, what matters most to buy first, and what can wait.`,
+                ),
+            },
+          ]
+        : [{ text: "Close", style: "cancel" }],
+    );
+    return true;
+  }
+
+  if (action === "useOnlyMyCloset") {
+    void onPrompt(`Fix ${base} using only my closet. Keep the same overall intent, but make it feel more resolved with pieces I already own.`);
+    return true;
+  }
+
+  if (action === "makeItDressier") {
+    void onPrompt(`Fix ${base} and make it dressier. Keep it polished, tasteful, and still like me.`);
+    return true;
+  }
+
+  return false;
+}
diff --git a/src/lib/items.ts b/src/lib/items.ts
index 984ca2c..8aea9eb 100644
--- a/src/lib/items.ts
+++ b/src/lib/items.ts
@@ -32,6 +32,14 @@ export type CanonicalCategory =
   | "shoes"
   | "outerwear"
   | "accessory";
+export type CanonicalCategoryGroup =
+  | "tops"
+  | "one_piece"
+  | "bottoms"
+  | "footwear"
+  | "outerwear"
+  | "accessories"
+  | "other";
 export type CategoryFilter =
   | "ALL"
   | "TOP"
@@ -70,6 +78,120 @@ function norm(v?: string | null) {
   return (v ?? "").trim().toLowerCase();
 }
 
+const CANONICAL_CATEGORY_ALIASES: Record<Exclude<CanonicalCategoryGroup, "other">, readonly string[]> = {
+  // Keep this alias table in sync with functions/src/shared/buildAuraContext.ts.
+  one_piece: ["one piece", "dress", "jumpsuit", "romper", "set", "matching set"],
+  tops: [
+    "top",
+    "tops",
+    "tshirt",
+    "t shirt",
+    "t-shirt",
+    "shirt",
+    "tee",
+    "polo",
+    "sweater",
+    "sweatshirt",
+    "blouse",
+    "crop top",
+    "tank",
+    "tank top",
+    "kurta",
+  ],
+  outerwear: [
+    "outerwear",
+    "jacket",
+    "jackets",
+    "hoodie",
+    "hoodies",
+    "coat",
+    "coats",
+    "blazer",
+    "blazers",
+    "overshirt",
+    "overshirts",
+    "cardigan",
+    "cardigans",
+    "shacket",
+    "trench",
+    "parka",
+    "bomber",
+    "layer",
+    "layers",
+  ],
+  bottoms: [
+    "bottom",
+    "bottoms",
+    "pants",
+    "trousers",
+    "jeans",
+    "shorts",
+    "joggers",
+    "skirt",
+    "cargo",
+    "cargos",
+    "chinos",
+    "trackpants",
+    "track pants",
+  ],
+  footwear: [
+    "shoes",
+    "shoe",
+    "footwear",
+    "sneakers",
+    "sneaker",
+    "boots",
+    "boot",
+    "slides",
+    "slide",
+    "sandals",
+    "sandal",
+    "loafers",
+    "loafer",
+    "heel",
+    "heels",
+    "formal shoe",
+    "formal shoes",
+    "derby",
+    "derbies",
+    "oxford",
+    "oxfords",
+    "chelsea boot",
+    "chelsea boots",
+  ],
+  accessories: [
+    "accessory",
+    "accessories",
+    "cap",
+    "hat",
+    "watch",
+    "sunglasses",
+    "glasses",
+    "belt",
+    "handbag",
+    "bag",
+    "tote",
+    "tote bag",
+    "crossbody",
+    "necklace",
+    "bracelet",
+    "ring",
+    "earrings",
+    "scarf",
+    "perfume",
+    "jewellery",
+    "jewelry",
+    "socks",
+  ],
+};
+
+function normalizedCategoryToken(raw?: string | null) {
+  return norm(raw)
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
 export function normalizeLaundryStatus(item: Partial<ClosetItem> | null | undefined): LaundryStatus {
   const raw = String((item as any)?.laundryStatus ?? "").trim().toLowerCase();
   if (raw === "clean" || raw === "needs_wash" || raw === "in_laundry") return raw;
@@ -210,79 +332,28 @@ export function isProcessingWardrobeItem(
   return lifecycle === "uploading" || lifecycle === "processing" || lifecycle === "needs_review" || lifecycle === "failed";
 }
 
-export function toCanonicalCategory(raw?: string | null): CanonicalCategory {
-  const v = norm(raw).replace(/\s+/g, " ");
-
-  if (
-    [
-      "one_piece",
-      "dress",
-      "jumpsuit",
-      "romper",
-      "set",
-      "matching_set",
-    ].includes(v)
-  ) {
-    return "one_piece";
-  }
-
-  if (
-    [
-      "top",
-      "tshirt",
-      "t-shirt",
-      "shirt",
-      "tee",
-      "polo",
-      "sweater",
-      "blouse",
-      "crop_top",
-      "tank",
-    ].includes(v)
-  ) {
-    return "top";
-  }
-
-  if (
-    ["bottom", "pants", "trousers", "jeans", "shorts", "joggers", "skirt"].includes(v)
-  ) {
-    return "bottom";
-  }
-
-  if (
-    ["shoes", "footwear", "sneakers", "sneaker", "boots", "slides", "sandal", "loafer", "heel"].includes(
-      v
-    )
-  ) {
-    return "shoes";
-  }
+export function toCanonicalCategoryGroup(raw?: string | null): CanonicalCategoryGroup {
+  const value = normalizedCategoryToken(raw);
+  if (!value) return "other";
 
-  if (["outerwear", "jacket", "hoodie", "coat", "blazer"].includes(v)) {
-    return "outerwear";
+  for (const [category, aliases] of Object.entries(CANONICAL_CATEGORY_ALIASES) as [
+    Exclude<CanonicalCategoryGroup, "other">,
+    readonly string[],
+  ][]) {
+    if (aliases.includes(value)) return category;
   }
 
-  if (
-    [
-      "accessory",
-      "accessories",
-      "cap",
-      "hat",
-      "watch",
-      "sunglasses",
-      "belt",
-      "handbag",
-      "bag",
-      "necklace",
-      "bracelet",
-      "ring",
-      "earrings",
-      "scarf",
-      "perfume",
-    ].includes(v)
-  ) {
-    return "accessory";
-  }
+  return "other";
+}
 
+export function toCanonicalCategory(raw?: string | null): CanonicalCategory {
+  const category = toCanonicalCategoryGroup(raw);
+  if (category === "tops") return "top";
+  if (category === "bottoms") return "bottom";
+  if (category === "footwear") return "shoes";
+  if (category === "accessories") return "accessory";
+  if (category === "one_piece") return "one_piece";
+  if (category === "outerwear") return "outerwear";
   return "accessory";
 }
 
@@ -292,9 +363,14 @@ export function categoryValuesFor(filter: CategoryFilter) {
 }
 
 export function normalizeCategoryForStorage(raw?: string | null): Category {
-  const v = norm(raw).replace(/\s+/g, " ");
-  if (v === "shoes") return Category.FOOTWEAR;
-  if (v === "one piece") return Category.ONE_PIECE;
+  const category = toCanonicalCategoryGroup(raw);
+  if (category === "tops") return Category.TOP;
+  if (category === "bottoms") return Category.BOTTOM;
+  if (category === "footwear") return Category.FOOTWEAR;
+  if (category === "outerwear") return Category.OUTERWEAR;
+  if (category === "one_piece") return Category.ONE_PIECE;
+  if (category === "accessories") return Category.ACCESSORY;
+  const v = normalizedCategoryToken(raw);
   if (Object.values(Category).includes(v as Category)) return v as Category;
   return Category.TOP;
 }

From 2af79a2db62746040c811895963360b0b3b6d4cc Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 00:02:47 -0500
Subject: [PATCH 53/93] polish(aura): smooth chat motion and composer UX

---
 app/(tabs)/ai.tsx                    |  64 ++------------
 src/components/ai/AuraHeader.tsx     |  35 ++++----
 src/components/ai/AuraQuickChips.tsx |  14 ++--
 src/components/ai/ChatList.tsx       |  60 +++++++++++---
 src/components/ai/ChatMessage.tsx    | 120 +++++++++++++++++++++++----
 src/components/ai/InputBar.tsx       |  43 +++++-----
 6 files changed, 208 insertions(+), 128 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 59e8731..a7c4902 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -3,7 +3,7 @@ import * as FileSystem from "expo-file-system/legacy";
 import * as ImagePicker from "expo-image-picker";
 import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
-import { Animated, Alert, Keyboard, KeyboardEvent, Platform, Share, Text, View } from "react-native";
+import { Alert, Keyboard, KeyboardEvent, Platform, Share, Text, View } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import AuraHeader from "@/src/components/ai/AuraHeader";
@@ -910,8 +910,6 @@ export default function AIScreen() {
   const stopStreamingRequestedRef = useRef(false);
   const consumedPromptTokens = useRef(new Set<string>());
   const consumedChatTokens = useRef(new Set<string>());
-  const auraPulse = useRef(new Animated.Value(0)).current;
-  const auraThinking = useRef(new Animated.Value(0)).current;
   const uid = user?.uid ?? null;
   const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
   const minimumClosetSummary = useMemo(() => buildMinimumClosetSummary(items), [items]);
@@ -963,40 +961,6 @@ export default function AIScreen() {
     latestMessagesRef.current = orderedMessages;
   }, [orderedMessages]);
 
-  useEffect(() => {
-    const loop = Animated.loop(
-      Animated.sequence([
-        Animated.timing(auraPulse, {
-          toValue: 1,
-          duration: 2600,
-          useNativeDriver: true,
-        }),
-        Animated.timing(auraPulse, {
-          toValue: 0,
-          duration: 2600,
-          useNativeDriver: true,
-        }),
-      ])
-    );
-    loop.start();
-    return () => loop.stop();
-  }, [auraPulse]);
-
-  const triggerThinkingPulse = React.useCallback(() => {
-    Animated.sequence([
-      Animated.timing(auraThinking, {
-        toValue: 1,
-        duration: 160,
-        useNativeDriver: true,
-      }),
-      Animated.timing(auraThinking, {
-        toValue: 0,
-        duration: 420,
-        useNativeDriver: true,
-      }),
-    ]).start();
-  }, [auraThinking]);
-
   const addImageAssets = React.useCallback(
     (assets: ImagePicker.ImagePickerAsset[]) => {
       const groupId = `grp-${Date.now()}-${Math.random().toString(36).slice(2, 7)}`;
@@ -1423,7 +1387,6 @@ export default function AIScreen() {
         setMessage("");
         setPendingAttachments([]);
       }
-      triggerThinkingPulse();
       const streamingMessageId = createMessageId();
       const streamingMessageCreatedAt = Math.max(Date.now(), messageOrderMillis(userMessage) + 1);
       const streamingMessageLocalSequence = nextLocalMessageSequence();
@@ -1826,7 +1789,7 @@ export default function AIScreen() {
         setLoading(false);
       }
     },
-    [activeChatId, items, loading, message, minimumClosetSummary, pendingAttachments, triggerThinkingPulse, uid]
+    [activeChatId, items, loading, message, minimumClosetSummary, pendingAttachments, uid]
   );
 
   const handleStopGenerating = React.useCallback(() => {
@@ -2083,21 +2046,9 @@ export default function AIScreen() {
     void handleAsk(routePrompt);
   }, [handleAsk, isBooting, routePrompt, routePromptKey, uid]);
 
-  const orbScale = auraPulse.interpolate({
-    inputRange: [0, 1],
-    outputRange: [1, 1.035],
-  });
-  const orbGlow = auraPulse.interpolate({
-    inputRange: [0, 1],
-    outputRange: [0.08, 0.18],
-  });
-  const activityGlow = auraThinking.interpolate({
-    inputRange: [0, 1],
-    outputRange: [0.02, 0.12],
-  });
   const chatBackgroundColors = useMemo(
-    () => [colors.background, colors.surface, colors.surfaceSoft] as const,
-    [colors.background, colors.surface, colors.surfaceSoft],
+    () => ["#07070B", "#0A0A0F", "#10121B"] as const,
+    [],
   );
   const chatBottomGlowColors = useMemo(
     () => ["rgba(167,139,250,0.045)", "rgba(255,255,255,0.016)", "transparent"] as const,
@@ -2152,7 +2103,7 @@ export default function AIScreen() {
         colors={chatBackgroundColors}
         start={{ x: 0, y: 0 }}
         end={{ x: 1, y: 1 }}
-        style={{ flex: 1, paddingTop: Math.max(insets.top + 4, layout.topContentInset - 12) }}
+        style={{ flex: 1, paddingTop: Math.max(insets.top + 2, layout.topContentInset - 14) }}
       >
         <LinearGradient
           pointerEvents="none"
@@ -2170,9 +2121,6 @@ export default function AIScreen() {
         <AuraHeader
         colors={colors}
         recentThreadsCount={recentThreads.length}
-        orbScale={orbScale}
-        orbGlow={orbGlow}
-        activityGlow={activityGlow}
         streaming={loading}
         onOpenRecent={() => setChatDrawerOpen(true)}
         onReset={() => {
@@ -2189,7 +2137,7 @@ export default function AIScreen() {
         }}
       />
 
-        <View style={{ paddingTop: 10, paddingBottom: 8 }}>
+        <View style={{ paddingTop: 6, paddingBottom: 4 }}>
           <AuraQuickChips
             variant="pills"
             chips={visibleHeroChips}
diff --git a/src/components/ai/AuraHeader.tsx b/src/components/ai/AuraHeader.tsx
index 77703d5..4ff65d5 100644
--- a/src/components/ai/AuraHeader.tsx
+++ b/src/components/ai/AuraHeader.tsx
@@ -1,12 +1,11 @@
 import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Animated, Text, View } from "react-native";
+import { Text, View } from "react-native";
 
 import { Fonts, type AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
-import AuraOrb from "./AuraOrb";
 import { auraTheme } from "./aiTheme";
 
 export default function AuraHeader({
@@ -14,18 +13,12 @@ export default function AuraHeader({
   recentThreadsCount,
   onOpenRecent,
   onReset,
-  orbScale,
-  orbGlow,
-  activityGlow,
   streaming,
 }: {
   colors: AppColors;
   recentThreadsCount: number;
   onOpenRecent: () => void;
   onReset: () => void;
-  orbScale: Animated.AnimatedInterpolation<number>;
-  orbGlow: Animated.AnimatedInterpolation<number>;
-  activityGlow: Animated.AnimatedInterpolation<number>;
   streaming: boolean;
 }) {
   const layout = useResponsiveLayout();
@@ -40,7 +33,7 @@ export default function AuraHeader({
     >
       <View
         style={{
-          minHeight: 32,
+          minHeight: 30,
           flexDirection: "row",
           justifyContent: "space-between",
           alignItems: "center",
@@ -65,17 +58,25 @@ export default function AuraHeader({
             style={{
               flexDirection: "row",
               alignItems: "center",
-              gap: 6,
+              gap: 7,
             }}
           >
-            <AuraOrb scale={orbScale} glow={orbGlow} activityGlow={activityGlow} />
+            <View
+              style={{
+                width: 6,
+                height: 6,
+                borderRadius: 999,
+                backgroundColor: streaming ? auraTheme.accentStrong : colors.textSecondary,
+                opacity: streaming ? 1 : 0.72,
+              }}
+            />
             <Text
               style={{
                 color: streaming ? auraTheme.accentStrong : colors.text,
-                fontSize: 12.5 * layout.titleScale,
-                lineHeight: 15 * layout.titleScale,
+                fontSize: 12 * layout.titleScale,
+                lineHeight: 14 * layout.titleScale,
                 fontWeight: "600",
-                letterSpacing: 2.4,
+                letterSpacing: 2.1,
                 fontFamily: Fonts.sans,
               }}
             >
@@ -112,8 +113,8 @@ function HeaderAction({
         alignItems: "center",
         gap: 6,
         borderRadius: 999,
-        paddingHorizontal: 9,
-        paddingVertical: 6,
+        paddingHorizontal: 8,
+        paddingVertical: 5,
         backgroundColor: pressed ? colors.surfaceSoft : colors.surfaceGlass,
         borderWidth: 1,
         borderColor: colors.border,
@@ -123,7 +124,7 @@ function HeaderAction({
       <Text
         style={{
           color: colors.textSecondary,
-          fontSize: 11,
+          fontSize: 10.5,
           fontWeight: "600",
           fontFamily: Fonts.sans,
         }}
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index a111080..8485a7d 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -5,10 +5,10 @@ import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
-const TOP_CHIP_HEIGHT = 34;
-const TOP_CHIP_RADIUS = 17;
-const TOP_CHIP_GAP = 8;
-const TOP_CHIP_HORIZONTAL_PADDING = 12;
+const TOP_CHIP_HEIGHT = 28;
+const TOP_CHIP_RADIUS = 14;
+const TOP_CHIP_GAP = 6;
+const TOP_CHIP_HORIZONTAL_PADDING = 10;
 
 const DEFAULT_CHIPS = [
   "What should I wear today?",
@@ -35,7 +35,7 @@ export default function AuraQuickChips({
     <ScrollView
       horizontal
       showsHorizontalScrollIndicator={false}
-      contentContainerStyle={{ gap: TOP_CHIP_GAP, paddingHorizontal: 20, paddingRight: 22 }}
+      contentContainerStyle={{ gap: TOP_CHIP_GAP, paddingHorizontal: 18, paddingRight: 20 }}
     >
       {source.map((item, index) =>
         typeof item === "string" ? (
@@ -159,7 +159,7 @@ function Chip({
         pressedScale={0.96}
         pressedOpacity={0.9}
         style={{
-          maxWidth: 210,
+          maxWidth: 188,
           height: TOP_CHIP_HEIGHT,
           minHeight: TOP_CHIP_HEIGHT,
           alignItems: "center",
@@ -192,7 +192,7 @@ function Chip({
             ellipsizeMode="tail"
             style={{
               color: isTrainingChip ? colors.lightPurple : colors.textSecondary,
-              fontSize: 11.5,
+              fontSize: 10.5,
               fontWeight: "700",
               fontFamily: Fonts.sans,
             }}
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index aa3e690..3883f39 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -10,11 +10,11 @@ import type { AIMessage } from "./chatTypes";
 import { auraTheme } from "./aiTheme";
 
 const FOLLOW_DISTANCE_THRESHOLD = 96;
-const FOCUS_MESSAGE_VIEW_POSITION = 0.05;
-const FOCUS_MESSAGE_VIEW_OFFSET = 10;
-const FOCUS_ANCHOR_SPACER_RATIO = 1.04;
-const FOCUS_ANCHOR_MIN_SPACER = 520;
-const FOCUS_ANCHOR_LOCK_MS = 520;
+const FOCUS_MESSAGE_VIEW_POSITION = 0;
+const FOCUS_MESSAGE_VIEW_OFFSET = 8;
+const FOCUS_ANCHOR_SPACER_RATIO = 1.12;
+const FOCUS_ANCHOR_MIN_SPACER = 560;
+const FOCUS_ANCHOR_LOCK_MS = 680;
 
 const ChatItemSeparator = React.memo(function ChatItemSeparator() {
   return <View style={{ height: 12 }} />;
@@ -52,7 +52,7 @@ class ChatErrorBoundary extends React.Component<
           }}
         >
           <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "700" }}>
-            Couldn't render this message.
+            {"Couldn't render this message."}
           </Text>
         </View>
       </View>
@@ -154,8 +154,10 @@ export default function ChatList({
   const focusAnchorActiveRef = useRef(false);
   const userInteractingRef = useRef(false);
   const streamingScrollTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const autoScrollTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
   const scrollToIndexRetryRef = useRef<ReturnType<typeof setTimeout> | null>(null);
   const focusAnchorReleaseTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const lastAutoScrollKeyRef = useRef<string | null>(null);
   const [listViewportHeight, setListViewportHeight] = React.useState(0);
   const [activeFocusAnchorId, setActiveFocusAnchorId] = React.useState<string | null>(null);
   const messageCount = messages.length;
@@ -243,6 +245,9 @@ export default function ChatList({
       if (streamingScrollTimerRef.current) {
         clearTimeout(streamingScrollTimerRef.current);
       }
+      if (autoScrollTimerRef.current) {
+        clearTimeout(autoScrollTimerRef.current);
+      }
       if (scrollToIndexRetryRef.current) {
         clearTimeout(scrollToIndexRetryRef.current);
       }
@@ -306,10 +311,45 @@ export default function ChatList({
   }, [activeFocusAnchorId, loading]);
 
   useEffect(() => {
-    if (!messageCount) return;
-    const timer = setTimeout(() => scrollToBottomIfFollowing(false), 140);
-    return () => clearTimeout(timer);
-  }, [autoScrollSignal, messageCount, scrollToBottomIfFollowing]);
+    if (!autoScrollSignal || !messageCount || !lastMessageId || !listViewportHeight) return;
+    if (isFocusAnchoring) return;
+    const autoScrollKey = [
+      autoScrollSignal,
+      lastMessageId,
+      messageCount,
+      Math.round(contentBottomPadding),
+      Math.round(listViewportHeight),
+    ].join(":");
+    if (lastAutoScrollKeyRef.current === autoScrollKey) return;
+    lastAutoScrollKeyRef.current = autoScrollKey;
+    if (autoScrollTimerRef.current) {
+      clearTimeout(autoScrollTimerRef.current);
+      autoScrollTimerRef.current = null;
+    }
+    const frame = requestAnimationFrame(() => {
+      autoScrollTimerRef.current = setTimeout(() => {
+        autoScrollTimerRef.current = null;
+        if (userInteractingRef.current) return;
+        shouldFollowRef.current = true;
+        scrollToBottom(false);
+      }, 80);
+    });
+    return () => {
+      cancelAnimationFrame(frame);
+      if (autoScrollTimerRef.current) {
+        clearTimeout(autoScrollTimerRef.current);
+        autoScrollTimerRef.current = null;
+      }
+    };
+  }, [
+    autoScrollSignal,
+    contentBottomPadding,
+    isFocusAnchoring,
+    lastMessageId,
+    listViewportHeight,
+    messageCount,
+    scrollToBottom,
+  ]);
 
   const contentContainerStyle = useMemo(
     () => ({
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index a6b4320..07c7f2c 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -1,4 +1,4 @@
-import React, { useEffect, useRef } from "react";
+import React, { useEffect, useRef, useState } from "react";
 import { Animated, Easing, Image, Text, View } from "react-native";
 import Reanimated, {
   Easing as ReanimatedEasing,
@@ -26,6 +26,7 @@ const USER_IMAGE_GRID_GAP = 7;
 const USER_MULTI_IMAGE_MAX_GRID_WIDTH = 248;
 const USER_MULTI_IMAGE_MIN_GRID_WIDTH = 196;
 const USER_IMAGE_RADIUS = 20;
+const STREAM_TAIL_REVEAL_MS = 130;
 
 function clamp(value: number, min: number, max: number) {
   return Math.min(max, Math.max(min, value));
@@ -77,6 +78,93 @@ function fallbackStructuredIntro(message: AIMessage) {
   return "Got you — here’s what I’d do.";
 }
 
+function SmoothStreamingText({
+  text,
+  colors,
+}: {
+  text: string;
+  colors: AppColors;
+}) {
+  const reduceMotion = useReduceMotion();
+  const latestTextRef = useRef(text);
+  const previousTextRef = useRef(text);
+  const tailOpacity = useRef(new Animated.Value(1)).current;
+  const tailRise = useRef(new Animated.Value(0)).current;
+  const [baseText, setBaseText] = useState(text);
+  const [tailText, setTailText] = useState("");
+
+  useEffect(() => {
+    latestTextRef.current = text;
+    const previousText = previousTextRef.current;
+    previousTextRef.current = text;
+
+    if (!text) {
+      setBaseText("");
+      setTailText("");
+      return;
+    }
+
+    if (!previousText || !text.startsWith(previousText) || reduceMotion) {
+      setBaseText(text);
+      setTailText("");
+      tailOpacity.setValue(1);
+      tailRise.setValue(0);
+      return;
+    }
+
+    const nextTail = text.slice(previousText.length);
+    if (!nextTail) return;
+    setBaseText(previousText);
+    setTailText(nextTail);
+    tailOpacity.setValue(0.24);
+    tailRise.setValue(3);
+    Animated.parallel([
+      Animated.timing(tailOpacity, {
+        toValue: 1,
+        duration: STREAM_TAIL_REVEAL_MS,
+        easing: Easing.out(Easing.cubic),
+        useNativeDriver: true,
+      }),
+      Animated.timing(tailRise, {
+        toValue: 0,
+        duration: STREAM_TAIL_REVEAL_MS,
+        easing: Easing.out(Easing.cubic),
+        useNativeDriver: true,
+      }),
+    ]).start(({ finished }) => {
+      if (!finished || latestTextRef.current !== text) return;
+      setBaseText(text);
+      setTailText("");
+    });
+  }, [reduceMotion, tailOpacity, tailRise, text]);
+
+  return (
+    <Text
+      style={{
+        color: colors.text,
+        fontSize: 14.5,
+        lineHeight: 21,
+        fontWeight: "500",
+        fontFamily: Fonts.sans,
+        marginLeft: 2,
+        maxWidth: "92%",
+      }}
+    >
+      {baseText}
+      {tailText ? (
+        <Animated.Text
+          style={{
+            opacity: tailOpacity,
+            transform: [{ translateY: tailRise }],
+          }}
+        >
+          {tailText}
+        </Animated.Text>
+      ) : null}
+    </Text>
+  );
+}
+
 type ChatMessageProps = {
   colors: AppColors;
   message: AIMessage;
@@ -411,19 +499,23 @@ function ChatMessage({
             ))}
           </View>
         ) : displayText ? (
-          <Text
-            style={{
-              color: colors.text,
-              fontSize: 14.5,
-              lineHeight: 21,
-              fontWeight: "500",
-              fontFamily: Fonts.sans,
-              marginLeft: 2,
-              maxWidth: "92%",
-            }}
-          >
-            {displayText}
-          </Text>
+          message.streaming ? (
+            <SmoothStreamingText text={displayText} colors={colors} />
+          ) : (
+            <Text
+              style={{
+                color: colors.text,
+                fontSize: 14.5,
+                lineHeight: 21,
+                fontWeight: "500",
+                fontFamily: Fonts.sans,
+                marginLeft: 2,
+                maxWidth: "92%",
+              }}
+            >
+              {displayText}
+            </Text>
+          )
         ) : null}
       </Animated.View>
     );
diff --git a/src/components/ai/InputBar.tsx b/src/components/ai/InputBar.tsx
index e0a6b2b..08cef48 100644
--- a/src/components/ai/InputBar.tsx
+++ b/src/components/ai/InputBar.tsx
@@ -25,11 +25,10 @@ import {
 import { Fonts, type AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { getAttachmentGroupingLabel } from "@/src/lib/auraIntent";
-import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 import type { ChatAttachment, ChatAttachmentGroupRole } from "./chatTypes";
 
-const BASE_COMPOSER_HEIGHT = 48;
+const BASE_COMPOSER_HEIGHT = 50;
 const BASE_INPUT_HEIGHT = 32;
 const MAX_INPUT_LINES = 6;
 const INPUT_LINE_HEIGHT = 19;
@@ -38,8 +37,9 @@ const INPUT_PADDING_BOTTOM = Platform.OS === "ios" ? 4 : 3;
 const INPUT_VERTICAL_PADDING = INPUT_PADDING_TOP + INPUT_PADDING_BOTTOM;
 const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES + INPUT_PADDING_TOP + INPUT_PADDING_BOTTOM;
 const AnimatedTextInput = Animated.createAnimatedComponent(TextInput);
-const ATTACHMENT_THUMB_SIZE = 60;
-const ATTACHMENT_COMPOSER_RADIUS = 28;
+const ATTACHMENT_THUMB_SIZE = 76;
+const COMPOSER_RADIUS = 24;
+const ATTACHMENT_COMPOSER_RADIUS = 24;
 const ATTACHMENT_MENU_WIDTH = 248;
 const ATTACHMENT_MENU_LEFT = 8;
 const ATTACHMENT_MENU_GAP = 10;
@@ -102,10 +102,9 @@ export default function InputBar({
   recording?: boolean;
   attachments?: ChatAttachment[];
 }) {
-  const layout = useResponsiveLayout();
   const canSend = (value.trim().length > 0 || attachments.length > 0) && !loading;
   const canStop = loading && !!onStop;
-  const composerSideInset = layout.screenSize === "compact" ? 12 : 16;
+  const composerSideInset = 16;
   const [menuOpen, setMenuOpen] = React.useState(false);
   const [inputHeight, setInputHeight] = React.useState(BASE_INPUT_HEIGHT);
   const [composerHeight, setComposerHeight] = React.useState(BASE_COMPOSER_HEIGHT);
@@ -179,13 +178,13 @@ export default function InputBar({
   const [hasAttachmentModeOverride, setHasAttachmentModeOverride] = React.useState(false);
   const showAttachmentModeSelector = showAutoDetectAttachmentMode && attachmentModeSelectorOpen;
   const isInputExpanded = inputHeight > BASE_INPUT_HEIGHT + 2;
-  const shellRadius = hasAttachments ? ATTACHMENT_COMPOSER_RADIUS : isInputExpanded ? 24 : 999;
+  const shellRadius = hasAttachments ? ATTACHMENT_COMPOSER_RADIUS : COMPOSER_RADIUS;
   const attachmentRailHeight = hasAttachments
     ? showAttachmentModeSelector
-      ? 122
+      ? 150
       : showAutoDetectAttachmentMode
-        ? 88
-        : 65
+        ? 116
+        : 88
     : 0;
   const rowHeightDelta = Math.max(0, inputHeight - BASE_INPUT_HEIGHT);
   const estimatedComposerHeight = BASE_COMPOSER_HEIGHT + attachmentRailHeight + rowHeightDelta;
@@ -236,7 +235,7 @@ export default function InputBar({
     borderRadius: shellRadius,
     borderColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.24)"],
+      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.18)"],
     }),
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
@@ -244,11 +243,11 @@ export default function InputBar({
     }),
     shadowOpacity: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [0.16, 0.24],
+      outputRange: [0.08, 0.14],
     }),
     shadowRadius: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [18, 26],
+      outputRange: [12, 18],
     }),
   } as const;
 
@@ -262,7 +261,7 @@ export default function InputBar({
   const focusRimStyle = {
     borderColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.28)"],
+      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.22)"],
     }),
     opacity: focusAnim.interpolate({
       inputRange: [0, 1],
@@ -718,8 +717,8 @@ const styles = StyleSheet.create({
     position: "absolute",
     zIndex: 30,
     shadowColor: "#8B7CF6",
-    shadowOffset: { width: 0, height: 14 },
-    elevation: 18,
+    shadowOffset: { width: 0, height: 8 },
+    elevation: 10,
   },
   shellSurface: {
     overflow: "hidden",
@@ -760,9 +759,9 @@ const styles = StyleSheet.create({
     paddingBottom: 6,
   },
   attachmentRail: {
-    gap: 6,
+    gap: 7,
     paddingHorizontal: 1,
-    paddingBottom: 5,
+    paddingBottom: 7,
   },
   attachmentRoleChip: {
     borderRadius: 999,
@@ -792,7 +791,7 @@ const styles = StyleSheet.create({
   attachmentThumb: {
     width: ATTACHMENT_THUMB_SIZE,
     height: ATTACHMENT_THUMB_SIZE,
-    borderRadius: 16,
+    borderRadius: 18,
     overflow: "hidden",
     backgroundColor: "rgba(255,255,255,0.055)",
     borderWidth: 1,
@@ -917,7 +916,7 @@ const styles = StyleSheet.create({
     flexDirection: "row",
     alignItems: "center",
     gap: 5,
-    borderRadius: 999,
+    borderRadius: COMPOSER_RADIUS,
     borderWidth: 0,
     paddingHorizontal: 0,
   },
@@ -968,7 +967,7 @@ const styles = StyleSheet.create({
   inputSlot: {
     flex: 1,
     minWidth: 0,
-    borderRadius: 999,
+    borderRadius: 18,
     backgroundColor: "transparent",
     borderWidth: 0,
     borderColor: "transparent",
@@ -994,7 +993,7 @@ const styles = StyleSheet.create({
     width: "100%",
     minWidth: 0,
     flexShrink: 1,
-    borderRadius: 999,
+    borderRadius: 18,
     paddingHorizontal: 10,
     paddingTop: INPUT_PADDING_TOP,
     paddingBottom: INPUT_PADDING_BOTTOM,

From 1b158f38c3761f5bf74594bc647f87af14b81a74 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 00:04:12 -0500
Subject: [PATCH 54/93] Gate production debug logging

---
 app/aura/swipe.tsx                           | 18 ++++-
 functions/src/shared/auraCandidatePreview.ts | 54 ++++++++-----
 src/auth/googleAuth.ts                       |  4 +-
 src/bg/removeBackground.ts                   | 34 ++++----
 src/lib/aura.ts                              |  2 +-
 src/lib/auraAttachments.ts                   | 82 +++++++++++---------
 src/lib/auraLooks.ts                         | 13 +++-
 src/lib/auraOutfitFeedback.ts                | 13 +++-
 src/lib/auraSwipe.ts                         | 14 ++--
 src/lib/cutoutNormalize.ts                   | 18 +++--
 src/lib/security.ts                          |  9 +--
 11 files changed, 159 insertions(+), 102 deletions(-)

diff --git a/app/aura/swipe.tsx b/app/aura/swipe.tsx
index 21eb0be..b3d8326 100644
--- a/app/aura/swipe.tsx
+++ b/app/aura/swipe.tsx
@@ -49,6 +49,8 @@ const SWIPE_Y_THRESHOLD = -110;
 const DOMINANT_AXIS_RATIO = 1.15;
 const NON_DOMINANT_DAMPING = 0.14;
 const palette = Colors.dark;
+const DEBUG_AURA_SWIPE_SCREEN =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 
 function createEmptyItemsMap(items: ClothingItem[]) {
   return new Map(items.map((item) => [item.id, item]));
@@ -131,13 +133,17 @@ export default function AuraSwipeScreen() {
     setError(null);
     try {
       const result = await generateAuraSwipeBatch({ items, numOutfits: 8 });
-      console.log("[AURA_SWIPE] normalized response", result);
+      if (DEBUG_AURA_SWIPE_SCREEN) {
+        console.log("[AURA_SWIPE] normalized response", result);
+      }
       setBatch(result.lookOptions);
       setBatchId(result.batchId);
       setCurrentIndex(0);
       pan.setValue({ x: 0, y: 0 });
     } catch (loadError) {
-      console.log("[AURA_SWIPE] loadBatch failed", loadError);
+      if (DEBUG_AURA_SWIPE_SCREEN) {
+        console.log("[AURA_SWIPE] loadBatch failed", loadError);
+      }
       setError(loadError instanceof Error ? loadError.message : "Unable to load swipe looks.");
     } finally {
       setLoading(false);
@@ -158,7 +164,9 @@ export default function AuraSwipeScreen() {
   const persistSwipe = React.useCallback(
     async (lookEntry: AuraSwipeBatchLook, direction: AuraSwipeDirectionLabel) => {
       if (!uid) {
-        console.warn("No user auth, skipping remote save");
+        if (DEBUG_AURA_SWIPE_SCREEN) {
+          console.warn("No user auth, skipping remote save");
+        }
         return;
       }
       const feedbackType = feedbackTypeForSwipe(direction);
@@ -187,7 +195,9 @@ export default function AuraSwipeScreen() {
           Toast.saved();
         }
       } catch (e) {
-        console.error("SAVE LOOK ERROR:", e);
+        if (DEBUG_AURA_SWIPE_SCREEN) {
+          console.error("SAVE LOOK ERROR:", e);
+        }
         throw e;
       }
     },
diff --git a/functions/src/shared/auraCandidatePreview.ts b/functions/src/shared/auraCandidatePreview.ts
index 61ebf0e..5eabd8f 100644
--- a/functions/src/shared/auraCandidatePreview.ts
+++ b/functions/src/shared/auraCandidatePreview.ts
@@ -1,6 +1,22 @@
 import OpenAI from "openai";
 import type { ProductExtraction } from "./productLinkExtractor";
 
+const DEBUG_AURA_CANDIDATE_LOGS =
+  process.env.DEBUG_AURA_CANDIDATE_LOGS === "1" ||
+  process.env.DEBUG_AURA_CANDIDATE_LOGS === "true";
+
+function debugAuraCandidateInfo(...args: Parameters<typeof console.info>) {
+  if (DEBUG_AURA_CANDIDATE_LOGS) {
+    console.info(...args);
+  }
+}
+
+function debugAuraCandidateWarn(...args: Parameters<typeof console.warn>) {
+  if (DEBUG_AURA_CANDIDATE_LOGS) {
+    console.warn(...args);
+  }
+}
+
 export type AuraCandidateItem = {
   candidateId: string;
   imageUrls: string[];
@@ -83,7 +99,7 @@ export function candidatePreviewResponse(candidates: AuraCandidateItem[]) {
     candidateItems: candidates,
     candidates,
   };
-  console.info("[AURA_CANDIDATE_BACKEND] preview payload created", {
+  debugAuraCandidateInfo("[AURA_CANDIDATE_BACKEND] preview payload created", {
     candidateCount: candidates.length,
     candidateIds: candidates.map((candidate) => candidate.candidateId),
     sourceTypes: candidates.map((candidate) => candidate.sourceType),
@@ -384,7 +400,7 @@ function logProductImageBuckets(params: {
   for (const item of params.items) {
     buckets[item.bucket ?? "unknown"].push(item.url);
   }
-  console.info("[LINK_PRIMARY_BUCKETS]", {
+  debugAuraCandidateInfo("[LINK_PRIMARY_BUCKETS]", {
     sourceUrl: params.sourceUrl ?? null,
     garmentOnlyCount: buckets.garment_only.length,
     modelEditorialCount: buckets.model_editorial.length,
@@ -395,7 +411,7 @@ function logProductImageBuckets(params: {
     detailOrCropUrls: buckets.detail_or_crop,
     unknownUrls: buckets.unknown,
   });
-  console.info("[LINK_IMAGE_BUCKETS]", {
+  debugAuraCandidateInfo("[LINK_IMAGE_BUCKETS]", {
     sourceUrl: params.sourceUrl ?? null,
     garmentOnlyCount: buckets.garment_only.length,
     modelEditorialCount: buckets.model_editorial.length,
@@ -443,7 +459,7 @@ function logRankedProductImages(params: {
   items: RankedProductImage[];
   selected: RankedProductImage | undefined;
 }) {
-  console.info("[LINK_IMAGE_RANKING_SUMMARY]", {
+  debugAuraCandidateInfo("[LINK_IMAGE_RANKING_SUMMARY]", {
     sourceUrl: params.sourceUrl ?? null,
     selectedPrimaryImageUrl: params.selected?.url ?? null,
     selectedScore: params.selected?.score ?? null,
@@ -475,7 +491,7 @@ export async function rankProductLinkImages(params: {
   sourceUrl?: string | null;
 }): Promise<RankedProductImage[]> {
   const imageUrls = stableUniqueUrls(params.imageUrls).slice(0, 24);
-  console.info("[LINK_IMAGE_CANDIDATES]", {
+  debugAuraCandidateInfo("[LINK_IMAGE_CANDIDATES]", {
     sourceUrl: params.sourceUrl ?? null,
     candidateCount: imageUrls.length,
     urls: imageUrls,
@@ -493,7 +509,7 @@ export async function rankProductLinkImages(params: {
       items: ranked,
       selected: ranked[0],
     });
-    console.info("[LINK_PRIMARY_CHOSEN]", {
+    debugAuraCandidateInfo("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
       bucket: ranked[0]?.bucket ?? null,
@@ -501,13 +517,13 @@ export async function rankProductLinkImages(params: {
       reasons: ranked[0]?.reasons ?? [],
       garmentOnlyAvailable: ranked.some((item) => item.bucket === "garment_only"),
     });
-    console.info("[LINK_IMAGE_PRIMARY]", {
+    debugAuraCandidateInfo("[LINK_IMAGE_PRIMARY]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
       primaryReasons: ranked[0]?.reasons ?? [],
       primaryIsGarmentOnly: ranked[0]?.isGarmentOnly ?? false,
     });
-    console.info("[LINK_IMAGE_SECONDARY]", {
+    debugAuraCandidateInfo("[LINK_IMAGE_SECONDARY]", {
       sourceUrl: params.sourceUrl ?? null,
       secondaryImageUrls: ranked.slice(1).map((item) => item.url),
     });
@@ -644,7 +660,7 @@ export async function rankProductLinkImages(params: {
         isLifestyleOrBanner: !!result?.isLifestyleOrBanner || signals.socialPenalty,
         bucket,
       };
-      console.info("[LINK_PRIMARY_SCORE]", {
+      debugAuraCandidateInfo("[LINK_PRIMARY_SCORE]", {
         sourceUrl: params.sourceUrl ?? null,
         index,
         url,
@@ -663,7 +679,7 @@ export async function rankProductLinkImages(params: {
         containsMultipleGarments: !!result?.containsMultipleGarments,
         reasons: item.reasons,
       });
-      console.info("[LINK_IMAGE_SCORE]", {
+      debugAuraCandidateInfo("[LINK_IMAGE_SCORE]", {
         sourceUrl: params.sourceUrl ?? null,
         index,
         url,
@@ -688,7 +704,7 @@ export async function rankProductLinkImages(params: {
       items: ranked,
       selected: ranked[0],
     });
-    console.info("[LINK_PRIMARY_CHOSEN]", {
+    debugAuraCandidateInfo("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
       bucket: ranked[0]?.bucket ?? null,
@@ -696,19 +712,19 @@ export async function rankProductLinkImages(params: {
       reasons: ranked[0]?.reasons ?? [],
       garmentOnlyAvailable: scored.some((item) => item.bucket === "garment_only"),
     });
-    console.info("[LINK_IMAGE_PRIMARY]", {
+    debugAuraCandidateInfo("[LINK_IMAGE_PRIMARY]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
       primaryReasons: ranked[0]?.reasons ?? [],
       primaryIsGarmentOnly: ranked[0]?.isGarmentOnly ?? false,
     });
-    console.info("[LINK_IMAGE_SECONDARY]", {
+    debugAuraCandidateInfo("[LINK_IMAGE_SECONDARY]", {
       sourceUrl: params.sourceUrl ?? null,
       secondaryImageUrls: ranked.slice(1).map((item) => item.url),
     });
     return ranked;
   } catch (error) {
-    console.warn("[LINK_IMAGE_SCORE]", "visual ranking failed; using deterministic URL ranking", {
+    debugAuraCandidateWarn("[LINK_IMAGE_SCORE]", "visual ranking failed; using deterministic URL ranking", {
       sourceUrl: params.sourceUrl ?? null,
       error,
     });
@@ -716,7 +732,7 @@ export async function rankProductLinkImages(params: {
     const ranked = orderProductImageBuckets(scored);
     logProductImageBuckets({ sourceUrl: params.sourceUrl, items: ranked });
     for (const item of ranked) {
-      console.info("[LINK_IMAGE_SCORE]", {
+      debugAuraCandidateInfo("[LINK_IMAGE_SCORE]", {
         sourceUrl: params.sourceUrl ?? null,
         index: item.sourceIndex,
         url: item.url,
@@ -731,7 +747,7 @@ export async function rankProductLinkImages(params: {
       items: ranked,
       selected: ranked[0],
     });
-    console.info("[LINK_PRIMARY_CHOSEN]", {
+    debugAuraCandidateInfo("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
       bucket: ranked[0]?.bucket ?? null,
@@ -739,13 +755,13 @@ export async function rankProductLinkImages(params: {
       reasons: ranked[0]?.reasons ?? [],
       garmentOnlyAvailable: false,
     });
-    console.info("[LINK_IMAGE_PRIMARY]", {
+    debugAuraCandidateInfo("[LINK_IMAGE_PRIMARY]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
       primaryReasons: ranked[0]?.reasons ?? [],
       primaryIsGarmentOnly: ranked[0]?.isGarmentOnly ?? false,
     });
-    console.info("[LINK_IMAGE_SECONDARY]", {
+    debugAuraCandidateInfo("[LINK_IMAGE_SECONDARY]", {
       sourceUrl: params.sourceUrl ?? null,
       secondaryImageUrls: ranked.slice(1).map((item) => item.url),
     });
@@ -765,7 +781,7 @@ export async function rankProductExtractionImages(params: {
     sourceUrl: params.extraction.metadata.sourceUrl,
   });
   const imageUrls = rankedImages.map((image) => image.url);
-  console.info("[LINK_IMAGE_EXTRACTION_RANKED]", {
+  debugAuraCandidateInfo("[LINK_IMAGE_EXTRACTION_RANKED]", {
     sourceUrl: params.extraction.metadata.sourceUrl,
     primaryImageUrl: imageUrls[0] ?? null,
     imageUrls,
diff --git a/src/auth/googleAuth.ts b/src/auth/googleAuth.ts
index 8f22799..6fcdc6b 100644
--- a/src/auth/googleAuth.ts
+++ b/src/auth/googleAuth.ts
@@ -46,6 +46,8 @@ export async function signOutGoogle(): Promise<void> {
       await GoogleSignin.signOut();
     }
   } catch (error) {
-    console.log("[GoogleAuth] Sign out error:", error instanceof Error ? error.message : String(error));
+    if (__DEV__) {
+      console.log("[GoogleAuth] Sign out error:", error instanceof Error ? error.message : String(error));
+    }
   }
 }
diff --git a/src/bg/removeBackground.ts b/src/bg/removeBackground.ts
index ccb5e47..a0a9ab7 100644
--- a/src/bg/removeBackground.ts
+++ b/src/bg/removeBackground.ts
@@ -115,10 +115,11 @@ export async function ensureLocalImageUri(uri: string): Promise<string> {
     }
     return localUri;
   } catch (error) {
-    console.warn("[BgRemoval] failed to cache remote image", {
-      uri: normalized,
-      message: getErrorMessage(error),
-    });
+    if (__DEV__) {
+      console.warn("[BgRemoval] failed to cache remote image", {
+        message: getErrorMessage(error),
+      });
+    }
     throw new Error(LOCAL_IMAGE_PREP_ERROR);
   }
 }
@@ -245,10 +246,12 @@ async function removeBackgroundAndroid(
       lastError = new Error("Android background removal returned the original image.");
     } catch (error) {
       lastError = error;
-      console.warn("[BgRemoval] Android attempt failed", {
-        attempt,
-        message: getErrorMessage(error),
-      });
+      if (__DEV__) {
+        console.warn("[BgRemoval] Android attempt failed", {
+          attempt,
+          message: getErrorMessage(error),
+        });
+      }
     }
 
     if (attempt < maxAttempts && isAndroidModelWarmupError(lastError)) {
@@ -279,7 +282,9 @@ export async function removeBackground(
     try {
       return await removeBackgroundAndroid(inputUri);
     } catch (e) {
-      console.warn("[BgRemoval] Android native failed:", e);
+      if (__DEV__) {
+        console.warn("[BgRemoval] Android native failed:", e);
+      }
       throw e instanceof Error ? e : new Error("Android background removal failed.");
     }
   }
@@ -386,10 +391,9 @@ export async function removeBackground(
     }
 
     if (outputUri === normalizeFileUri(inputUri)) {
-      console.warn("[VisionBG] native returned original URI; treating as no-op", {
-        input: normalizeFileUri(inputUri),
-        output: outputUri,
-      });
+      if (__DEV__) {
+        console.warn("[VisionBG] native returned original URI; treating as no-op");
+      }
     }
 
     if (__DEV__) {
@@ -397,7 +401,9 @@ export async function removeBackground(
     }
     return originalResult(inputUri);
   } catch (error) {
-    console.warn("[VisionBG] FAILED; returning original uri", error);
+    if (__DEV__) {
+      console.warn("[VisionBG] FAILED; returning original uri", error);
+    }
     if (__DEV__) {
       console.log("[BgRemoval] Falling back to server-side");
     }
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index f70e721..efe460e 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -142,7 +142,7 @@ function getAskAuraStreamUrl() {
 
 function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
   const attachmentCount = args.attachments?.length ?? 0;
-  if (!DEBUG_AURA_CLIENT && attachmentCount === 0) return;
+  if (!DEBUG_AURA_CLIENT) return;
   console.log("[AURA_STREAM_REQUEST]", label, {
     url: url ?? null,
     projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID ?? null,
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
index f0d8beb..723df6f 100644
--- a/src/lib/auraAttachments.ts
+++ b/src/lib/auraAttachments.ts
@@ -17,12 +17,20 @@ const AURA_CUTOUT_LOG = "[AURA_CUTOUT]";
 const MIN_USABLE_CUTOUT_TRANSPARENCY = 0.05;
 const AURA_CUTOUT_TIMEOUT_MS = 25_000;
 const MAX_TRANSCRIPTION_AUDIO_BYTES = 10 * 1024 * 1024;
+const DEBUG_AURA_ATTACHMENTS =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const fileSystem = FileSystem as unknown as {
   cacheDirectory?: string | null;
   downloadAsync?: (uri: string, fileUri: string) => Promise<{ uri: string }>;
 };
 const fileSystemCacheDirectory = fileSystem.cacheDirectory ?? null;
 
+function debugAuraAttachmentLog(...args: Parameters<typeof console.log>) {
+  if (DEBUG_AURA_ATTACHMENTS) {
+    console.log(...args);
+  }
+}
+
 export type AuraCandidateLocalPhoto = {
   localUri: string;
   attachmentUri?: string | null;
@@ -83,7 +91,7 @@ async function jpegUploadSourceForAttachment(attachment: ChatAttachment) {
       compress: 0.92,
       format: ImageManipulator.SaveFormat.JPEG,
     });
-    console.log(AURA_UPLOAD_LOG, "normalized image attachment for upload", {
+    debugAuraAttachmentLog(AURA_UPLOAD_LOG, "normalized image attachment for upload", {
       attachmentId: attachment.id,
       sourceMimeType: attachment.mimeType ?? null,
       sourceWidth: attachment.width ?? null,
@@ -102,7 +110,7 @@ async function jpegUploadSourceForAttachment(attachment: ChatAttachment) {
       height: normalized.height ?? attachment.height ?? null,
     };
   } catch (error) {
-    console.log(AURA_UPLOAD_LOG, "image normalization failed", {
+    debugAuraAttachmentLog(AURA_UPLOAD_LOG, "image normalization failed", {
       attachmentId: attachment.id,
       sourceMimeType: attachment.mimeType ?? null,
       reason: error instanceof Error ? error.message : String(error),
@@ -119,7 +127,7 @@ export async function uploadAuraAttachment(uid: string, attachment: ChatAttachme
   const sourceUri = uploadSource.sourceUri;
   if (/^https?:\/\//i.test(sourceUri)) return attachment;
 
-  console.log(AURA_UPLOAD_LOG, "starting attachment upload", {
+  debugAuraAttachmentLog(AURA_UPLOAD_LOG, "starting attachment upload", {
     uid,
     attachmentId: attachment.id,
     type: attachment.type,
@@ -134,7 +142,7 @@ export async function uploadAuraAttachment(uid: string, attachment: ChatAttachme
     contentType: uploadSource.contentType,
   });
   const uri = await getDownloadURL(fileRef);
-  console.log(AURA_UPLOAD_LOG, "attachment upload complete", {
+  debugAuraAttachmentLog(AURA_UPLOAD_LOG, "attachment upload complete", {
     uid,
     attachmentId: attachment.id,
     type: attachment.type,
@@ -165,7 +173,7 @@ export async function uploadAuraAttachment(uid: string, attachment: ChatAttachme
 }
 
 export async function uploadAuraAttachments(uid: string, attachments: ChatAttachment[]) {
-  console.log(AURA_UPLOAD_LOG, "uploading attachment batch", {
+  debugAuraAttachmentLog(AURA_UPLOAD_LOG, "uploading attachment batch", {
     uid,
     count: attachments.length,
     types: attachments.map((attachment) => attachment.type),
@@ -191,7 +199,7 @@ export async function uploadAuraTranscriptionAudio(
   const storagePath = `users/${uid}/tmp/transcription/${Date.now()}-${recordingId}.m4a`;
   const fileRef = ref(storage, storagePath);
   await uploadBytes(fileRef, blob, { contentType });
-  console.log(AURA_UPLOAD_LOG, "temporary transcription audio uploaded", {
+  debugAuraAttachmentLog(AURA_UPLOAD_LOG, "temporary transcription audio uploaded", {
     uid,
     storagePath,
     contentType,
@@ -222,7 +230,7 @@ export async function createAuraItemDraftsFromImages(params: {
   const itemGroups = mode === "separate_items" ? images.map((image) => [image]) : [images];
   const created: { itemId: string; imageCount: number }[] = [];
 
-  console.log(AURA_DRAFT_LOG, "creating item drafts from AURA images", {
+  debugAuraAttachmentLog(AURA_DRAFT_LOG, "creating item drafts from AURA images", {
     uid,
     mode,
     imageCount: images.length,
@@ -279,7 +287,7 @@ export async function createAuraItemDraftsFromImages(params: {
       createdAt: now,
       updatedAt: now,
     });
-    console.log(AURA_DRAFT_LOG, "created item draft", {
+    debugAuraAttachmentLog(AURA_DRAFT_LOG, "created item draft", {
       uid,
       itemId: docRef.id,
       imageCount: group.length,
@@ -303,7 +311,7 @@ export async function createAuraItemDraftsFromImages(params: {
         height: primary.height ?? null,
       },
     }).catch((error) => {
-      console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+      debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
         uid,
         itemId: docRef.id,
         candidateId: primary.id,
@@ -318,7 +326,7 @@ export async function createAuraItemDraftsFromImages(params: {
     throw new Error("No wardrobe drafts were created from the attached images.");
   }
 
-  console.log(AURA_DRAFT_LOG, "item draft creation finished", {
+  debugAuraAttachmentLog(AURA_DRAFT_LOG, "item draft creation finished", {
     uid,
     created,
   });
@@ -357,7 +365,7 @@ export async function createProductLinkProcessingDraft(params: {
     createdAt: now,
     updatedAt: now,
   });
-  console.log(AURA_DRAFT_LOG, "created product link processing draft", {
+  debugAuraAttachmentLog(AURA_DRAFT_LOG, "created product link processing draft", {
     uid,
     itemId: docRef.id,
     url,
@@ -394,21 +402,21 @@ async function runPostSavePrimaryImageCutout(params: {
     subCategory,
     localPhoto,
   } = params;
-  console.log("[PRIMARY_POSTSAVE_CUTOUT] item save processing start", {
+  debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] item save processing start", {
     uid,
     itemId,
     candidateId,
     sourceType,
     primaryUrl,
   });
-  console.log("[PRIMARY_POSTSAVE_CUTOUT] primary source used", {
+  debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] primary source used", {
     uid,
     itemId,
     candidateId,
     source: localPhoto?.localUri ? "local_review_photo" : "remote_primary_download",
     hasLocalPhoto: !!localPhoto?.localUri,
   });
-  console.log("[PRIMARY_POSTSAVE_CUTOUT] secondaries untouched count", {
+  debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] secondaries untouched count", {
     uid,
     itemId,
     candidateId,
@@ -426,7 +434,7 @@ async function runPostSavePrimaryImageCutout(params: {
     undefined;
 
   if (!resolvedLocalPhoto?.localUri) {
-    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+    debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
       uid,
       itemId,
       candidateId,
@@ -450,7 +458,7 @@ async function runPostSavePrimaryImageCutout(params: {
   });
 
   if (!cutout?.cleanedLocalUri) {
-    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+    debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
       uid,
       itemId,
       candidateId,
@@ -506,7 +514,7 @@ async function runPostSavePrimaryImageCutout(params: {
       primaryImageProcessedAt: Date.now(),
       updatedAt: Date.now(),
     });
-    console.log("[PRIMARY_POSTSAVE_CUTOUT] success with cleaned fields written", {
+    debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] success with cleaned fields written", {
       uid,
       itemId,
       candidateId,
@@ -517,7 +525,7 @@ async function runPostSavePrimaryImageCutout(params: {
       photosCleanedUrl: uploaded.cleanedUrl ?? null,
     });
   } catch (error) {
-    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+    debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
       uid,
       itemId,
       candidateId,
@@ -577,7 +585,7 @@ function normalizeLinkBrandAndTitle(candidate: AuraCandidateItem) {
       .replace(new RegExp(`^${brand.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\s+`, "i"), "")
       .trim();
   }
-  console.log("[LINK_BRAND_NORMALIZE]", {
+  debugAuraAttachmentLog("[LINK_BRAND_NORMALIZE]", {
     sourceUrl: candidate.sourceUrl ?? null,
     rawBrand: candidate.brand ?? null,
     rawTitle: candidate.title ?? null,
@@ -653,7 +661,7 @@ function buildFinalLinkImageSet(candidate: AuraCandidateItem) {
         : primaryHmFamily && family
         ? family === primaryHmFamily
         : sameRetailerImageHost(primaryUrl, url) && finalUrls.length === 1;
-    console.log("[LINK_IMAGE_SECONDARY_VALIDATE]", {
+    debugAuraAttachmentLog("[LINK_IMAGE_SECONDARY_VALIDATE]", {
       sourceUrl: candidate.sourceUrl ?? null,
       primaryUrl,
       url,
@@ -680,7 +688,7 @@ function buildFinalLinkImageSet(candidate: AuraCandidateItem) {
     if (finalUrls.length >= 6) break;
   }
 
-  console.log("[LINK_IMAGE_FINAL_SET]", {
+  debugAuraAttachmentLog("[LINK_IMAGE_FINAL_SET]", {
     sourceUrl: candidate.sourceUrl ?? null,
     primaryUrl,
     finalUrls,
@@ -827,7 +835,7 @@ async function prepareAuraCandidateCutout(params: {
   if (!localUri) return null;
 
   try {
-    console.log(AURA_CUTOUT_LOG, "starting client cutout for AURA candidate", {
+    debugAuraAttachmentLog(AURA_CUTOUT_LOG, "starting client cutout for AURA candidate", {
       uid,
       candidateId,
       hasAttachmentUri: !!localPhoto.attachmentUri,
@@ -853,7 +861,7 @@ async function prepareAuraCandidateCutout(params: {
       cutout.transparentPixelRatio >= MIN_USABLE_CUTOUT_TRANSPARENCY;
     const canNormalizePrimary =
       !!cutout.contentBounds && !!cutout.width && !!cutout.height && !!(cutout.uri || localUri);
-    console.log(AURA_CUTOUT_LOG, "client cutout finished", {
+    debugAuraAttachmentLog(AURA_CUTOUT_LOG, "client cutout finished", {
       uid,
       candidateId,
       usableCutout,
@@ -891,7 +899,7 @@ async function prepareAuraCandidateCutout(params: {
       visualNormalization,
     };
   } catch (error) {
-    console.log(AURA_CUTOUT_LOG, "client cutout failed; saving original only", {
+    debugAuraAttachmentLog(AURA_CUTOUT_LOG, "client cutout failed; saving original only", {
       uid,
       candidateId,
       errorMessage: error instanceof Error ? error.message : String(error),
@@ -908,7 +916,7 @@ async function downloadCandidateImageToLocal(params: {
 }): Promise<AuraCandidateLocalPhoto | null> {
   const url = String(params.imageUrl ?? "").trim();
   if (!/^https?:\/\//i.test(url)) {
-    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+    debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
       uid: params.uid,
       candidateId: params.candidateId,
       reason: "primary image URL is not http/https",
@@ -917,7 +925,7 @@ async function downloadCandidateImageToLocal(params: {
     return null;
   }
   if (!fileSystemCacheDirectory || !fileSystem.downloadAsync) {
-    console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+    debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
       uid: params.uid,
       candidateId: params.candidateId,
       reason: "expo file downloader unavailable",
@@ -928,7 +936,7 @@ async function downloadCandidateImageToLocal(params: {
   }
   try {
     const destination = `${fileSystemCacheDirectory}aura-${params.candidateId}-${Date.now()}.jpg`;
-    console.log(AURA_CUTOUT_LOG, "downloading remote candidate image for cutout", {
+    debugAuraAttachmentLog(AURA_CUTOUT_LOG, "downloading remote candidate image for cutout", {
       uid: params.uid,
       candidateId: params.candidateId,
       url,
@@ -941,7 +949,7 @@ async function downloadCandidateImageToLocal(params: {
       height: null,
     };
   } catch (error) {
-    console.log(AURA_CUTOUT_LOG, "remote candidate download failed", {
+    debugAuraAttachmentLog(AURA_CUTOUT_LOG, "remote candidate download failed", {
       uid: params.uid,
       candidateId: params.candidateId,
       errorMessage: error instanceof Error ? error.message : String(error),
@@ -961,7 +969,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
   const { uid, candidates, prompt, mode, localPhotosByCandidateId = {} } = params;
   const created: { itemId: string; imageCount: number; candidateId: string }[] = [];
 
-  console.log(AURA_DRAFT_LOG, "creating item drafts from AURA candidates", {
+  debugAuraAttachmentLog(AURA_DRAFT_LOG, "creating item drafts from AURA candidates", {
     uid,
     mode,
     candidateCount: candidates.length,
@@ -970,7 +978,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
   for (const candidate of candidates) {
     const normalizedLinkFields =
       candidate.sourceType === "link" ? normalizeLinkBrandAndTitle(candidate) : null;
-    console.log("[LINK_IMAGE_SOURCE]", {
+    debugAuraAttachmentLog("[LINK_IMAGE_SOURCE]", {
       sourceUrl: candidate.sourceUrl ?? null,
       candidateId: candidate.candidateId,
       primaryImageUrl: candidate.primaryImageUrl ?? null,
@@ -1039,7 +1047,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
       createdAt: now,
       updatedAt: now,
     };
-    console.log(AURA_DRAFT_LOG, "confirming AURA candidate item", {
+    debugAuraAttachmentLog(AURA_DRAFT_LOG, "confirming AURA candidate item", {
       uid,
       path: `users/${uid}/items/{new}`,
       mode,
@@ -1054,7 +1062,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
     });
     await setDoc(docRef, payload);
     if (candidate.sourceType === "link") {
-      console.log("[LINK_IMAGE_CLEANUP]", {
+      debugAuraAttachmentLog("[LINK_IMAGE_CLEANUP]", {
         uid,
         candidateId: candidate.candidateId,
         selectedPrimaryImage: primaryUrl,
@@ -1062,7 +1070,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
         cleanedOutputUrl: null,
         finalPrimaryUrl: primaryUrl,
       });
-      console.log("[LINK_IMAGE_SAVE]", {
+      debugAuraAttachmentLog("[LINK_IMAGE_SAVE]", {
         uid,
         candidateId: candidate.candidateId,
         primaryUrl,
@@ -1074,7 +1082,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
           cleanedImageUrl: null,
         },
       });
-      console.log("[LINK_IMAGE_SAVE_SET]", {
+      debugAuraAttachmentLog("[LINK_IMAGE_SAVE_SET]", {
         uid,
         candidateId: candidate.candidateId,
         rawCandidateImageCount: [
@@ -1085,7 +1093,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
         finalImageCount: uniqueUrls.length,
         finalImageUrls: uniqueUrls,
       });
-      console.log("[LINK_SAVE_FIELDS]", {
+      debugAuraAttachmentLog("[LINK_SAVE_FIELDS]", {
         uid,
         candidateId: candidate.candidateId,
         brand: payload.brand,
@@ -1110,7 +1118,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
         subCategory: candidate.subCategory,
         localPhoto,
       }).catch((error) => {
-        console.log("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
+        debugAuraAttachmentLog("[PRIMARY_POSTSAVE_CUTOUT] failure fallback", {
           uid,
           itemId: docRef.id,
           candidateId: candidate.candidateId,
@@ -1130,7 +1138,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
     throw new Error("No wardrobe drafts were created from these item previews.");
   }
 
-  console.log(AURA_DRAFT_LOG, "candidate draft creation finished", {
+  debugAuraAttachmentLog(AURA_DRAFT_LOG, "candidate draft creation finished", {
     uid,
     created,
   });
diff --git a/src/lib/auraLooks.ts b/src/lib/auraLooks.ts
index 50ed3a8..7f5f919 100644
--- a/src/lib/auraLooks.ts
+++ b/src/lib/auraLooks.ts
@@ -122,11 +122,15 @@ export async function saveAuraFavoriteOutfit(
   const id = buildStableAuraLookId("saved", look);
   const authUid = auth.currentUser?.uid ?? null;
   if (!authUid) {
-    console.warn("No user auth, skipping remote save");
+    if (__DEV__) {
+      console.warn("No user auth, skipping remote save");
+    }
     return null;
   }
   if (authUid !== uid) {
-    console.warn("Auth UID mismatch, skipping remote save", { authUid, uid });
+    if (__DEV__) {
+      console.warn("Auth UID mismatch, skipping remote save");
+    }
     return null;
   }
 
@@ -149,11 +153,12 @@ export async function saveAuraFavoriteOutfit(
     outfitSnapshot: buildAuraLookSnapshot(savedLook),
     look: savedLook,
   };
-  console.log("Saving look for uid:", uid, "look:", id, "path:", `users/${uid}/savedLooks/${id}`);
   try {
     await setDoc(ref, payload, { merge: true });
   } catch (e) {
-    console.error("SAVE LOOK ERROR:", e);
+    if (__DEV__) {
+      console.error("SAVE LOOK ERROR:", e);
+    }
     throw e;
   }
   void logAuraLookStyleEvent(uid, "outfit_saved", savedLook, {
diff --git a/src/lib/auraOutfitFeedback.ts b/src/lib/auraOutfitFeedback.ts
index 9739d3f..7358b1c 100644
--- a/src/lib/auraOutfitFeedback.ts
+++ b/src/lib/auraOutfitFeedback.ts
@@ -134,11 +134,15 @@ export async function saveAuraOutfitFeedback(
 ) {
   const authUid = auth.currentUser?.uid ?? null;
   if (!authUid) {
-    console.warn("No user auth, skipping remote save");
+    if (__DEV__) {
+      console.warn("No user auth, skipping remote save");
+    }
     return null;
   }
   if (authUid !== uid) {
-    console.warn("Auth UID mismatch, skipping remote save", { authUid, uid });
+    if (__DEV__) {
+      console.warn("Auth UID mismatch, skipping remote save");
+    }
     return null;
   }
 
@@ -185,11 +189,12 @@ export async function saveAuraOutfitFeedback(
     personalizationNote: cleanAuraString(input.look.personalizationNote),
     outfitSnapshot: snapshot,
   };
-  console.log("Saving outfit feedback for uid:", uid, "feedback:", id, "path:", `users/${uid}/outfitFeedback/${id}`);
   try {
     await setDoc(ref, payload, { merge: true });
   } catch (e) {
-    console.error("SAVE LOOK ERROR:", e);
+    if (__DEV__) {
+      console.error("SAVE OUTFIT FEEDBACK ERROR:", e);
+    }
     throw e;
   }
   return {
diff --git a/src/lib/auraSwipe.ts b/src/lib/auraSwipe.ts
index 73228af..7ffdaea 100644
--- a/src/lib/auraSwipe.ts
+++ b/src/lib/auraSwipe.ts
@@ -282,10 +282,12 @@ export async function generateAuraSwipeBatch(
     }
   } catch (error) {
     const code = cleanString((error as { code?: unknown })?.code);
-    if (code.includes("not-found")) {
-      console.log("[AURA_SWIPE] generateAuraSwipeBatch not deployed; using generateOutfitsV1 fallback");
-    } else {
-      console.log("[AURA_SWIPE] generateAuraSwipeBatch failed; using fallback");
+    if (DEBUG_AURA_SWIPE) {
+      if (code.includes("not-found")) {
+        console.log("[AURA_SWIPE] generateAuraSwipeBatch not deployed; using generateOutfitsV1 fallback");
+      } else {
+        console.log("[AURA_SWIPE] generateAuraSwipeBatch failed; using fallback");
+      }
     }
     if (code && !code.includes("not-found")) {
       const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
@@ -302,7 +304,9 @@ export async function generateAuraSwipeBatch(
   if (lookOptions.length === 0) {
     const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
     if (localBatch) return localBatch;
-    console.log("[AURA_SWIPE] no lookOptions after fallback");
+    if (DEBUG_AURA_SWIPE) {
+      console.log("[AURA_SWIPE] no lookOptions after fallback");
+    }
     throw new Error("Unable to load swipe looks – empty lookOptions");
   }
   return {
diff --git a/src/lib/cutoutNormalize.ts b/src/lib/cutoutNormalize.ts
index ccda916..15e8603 100644
--- a/src/lib/cutoutNormalize.ts
+++ b/src/lib/cutoutNormalize.ts
@@ -2,6 +2,8 @@ import * as ImageManipulator from "expo-image-manipulator";
 
 const TRIM_GUARD_PIXELS = 2;
 const CUTOUT_NORMALIZE_LOG = "[CUTOUT_NORMALIZE]";
+const DEBUG_CUTOUT_NORMALIZE =
+  __DEV__ && process.env.EXPO_PUBLIC_CUTOUT_NORMALIZE_DEBUG === "1";
 const MIN_CANVAS_EDGE = 640;
 const MAX_CANVAS_EDGE = 1400;
 
@@ -47,6 +49,12 @@ function clamp(value: number, min: number, max: number) {
   return Math.max(min, Math.min(max, value));
 }
 
+function debugCutoutNormalizeLog(...args: Parameters<typeof console.log>) {
+  if (DEBUG_CUTOUT_NORMALIZE) {
+    console.log(...args);
+  }
+}
+
 function getCutoutNormalizationProfile(input: {
   category?: string | null;
   subCategory?: string | null;
@@ -183,7 +191,7 @@ export async function normalizeCutoutImage(
 ): Promise<CutoutNormalizationResult> {
   const { cutoutUri, contentBounds, imageWidth, imageHeight } = input;
   const profile = getCutoutNormalizationProfile(input);
-  console.log(CUTOUT_NORMALIZE_LOG, "start", {
+  debugCutoutNormalizeLog(CUTOUT_NORMALIZE_LOG, "start", {
     cutoutUri,
     originalCleanedDimensions:
       imageWidth && imageHeight ? `${Math.round(imageWidth)}x${Math.round(imageHeight)}` : null,
@@ -191,7 +199,7 @@ export async function normalizeCutoutImage(
   });
 
   if (!contentBounds || !imageWidth || !imageHeight) {
-    console.log(CUTOUT_NORMALIZE_LOG, "fallback", {
+    debugCutoutNormalizeLog(CUTOUT_NORMALIZE_LOG, "fallback", {
       reason: "missing_content_bounds_or_dimensions",
     });
     return {
@@ -213,7 +221,7 @@ export async function normalizeCutoutImage(
   const trimWidth = Math.min(sourceWidth - trimOriginX, rawWidth + TRIM_GUARD_PIXELS * 2);
   const trimHeight = Math.min(sourceHeight - trimOriginY, rawHeight + TRIM_GUARD_PIXELS * 2);
 
-  console.log(CUTOUT_NORMALIZE_LOG, "bbox", {
+  debugCutoutNormalizeLog(CUTOUT_NORMALIZE_LOG, "bbox", {
     x: rawX,
     y: rawY,
     width: rawWidth,
@@ -221,7 +229,7 @@ export async function normalizeCutoutImage(
   });
 
   if (trimWidth <= 0 || trimHeight <= 0) {
-    console.log(CUTOUT_NORMALIZE_LOG, "fallback", {
+    debugCutoutNormalizeLog(CUTOUT_NORMALIZE_LOG, "fallback", {
       reason: "invalid_trim_size",
       trimWidth,
       trimHeight,
@@ -298,7 +306,7 @@ export async function normalizeCutoutImage(
     { compress: 1, format: ImageManipulator.SaveFormat.PNG }
   );
 
-  console.log(CUTOUT_NORMALIZE_LOG, "output", {
+  debugCutoutNormalizeLog(CUTOUT_NORMALIZE_LOG, "output", {
     normalizedOutputDimensions: `${canvasWidth}x${canvasHeight}`,
     scaleRatioUsed: scaleRatio,
   });
diff --git a/src/lib/security.ts b/src/lib/security.ts
index 26e87e3..10871a9 100644
--- a/src/lib/security.ts
+++ b/src/lib/security.ts
@@ -1,10 +1,3 @@
-import { Platform } from "react-native";
-
 export async function logDeviceSecurityContext() {
-  if (__DEV__) return;
-
-  console.log("[Security] Platform:", Platform.OS);
-  console.log("[Security] Version:", Platform.Version);
-  // In production, send to your analytics/monitoring.
-  // Do not block the app for jailbroken devices during testing phase.
+  // Intentionally no-op: production device signals should go to analytics, not console.
 }

From 0968626d4b36e971d842c32af87a2d04328e5c97 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 00:12:00 -0500
Subject: [PATCH 55/93] polish(aura): refine response cards and feedback rail

---
 src/components/ai/AuraReplyCard.tsx  | 188 ++++++++++++++-------------
 src/components/ai/OutfitMessage.tsx  |  60 ++++-----
 src/components/aura/AuraLookCard.tsx |  93 ++++++-------
 src/constants/auraControls.ts        |  12 +-
 4 files changed, 183 insertions(+), 170 deletions(-)

diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index d586506..0b7be02 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -25,6 +25,10 @@ import { auraShadow, auraTheme } from "./aiTheme";
 const DEBUG_AURA_CLIENT =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const AnimatedFlatList = Animated.createAnimatedComponent(FlatList<AuraLook>);
+const FEEDBACK_BUTTON_HEIGHT = 30;
+const FEEDBACK_BUTTON_PADDING = 9;
+const SMART_BUY_CHIP_HEIGHT = 28;
+const CARD_SECTION_RADIUS = 18;
 
 function getAuraLookStableKey(look: AuraLook) {
   const pieceKey = (look.pieces ?? [])
@@ -170,14 +174,14 @@ function AuraReplyCard({
             style={({ pressed }) => ({
               alignSelf: "flex-start",
               borderRadius: 999,
-              paddingHorizontal: 11,
-              paddingVertical: 6,
+              paddingHorizontal: 10,
+              paddingVertical: 5,
               backgroundColor: pressed ? auraTheme.accentTintStrong : auraTheme.accentTint,
-              borderWidth: 1,
+              borderWidth: CHIP_BORDER_WIDTH,
               borderColor: auraTheme.borderAccent,
             })}
           >
-            <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>
               Add All
             </Text>
           </Pressable>
@@ -381,25 +385,25 @@ function AuraReplyCard({
   }
 
   return (
-      <View
-        style={{
-          borderRadius: layout.mediumRadius + 4,
-          borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.105)",
-          backgroundColor: "rgba(255,255,255,0.045)",
-          paddingHorizontal: layout.cardPadding - 4,
-          paddingVertical: layout.screenSize === "compact" ? 12 : 14,
-          gap: 12,
-          width: "100%",
-          ...auraShadow(0.1),
-        }}
-      >
+    <View
+      style={{
+        borderRadius: Math.max(20, layout.mediumRadius + 2),
+        borderWidth: CHIP_BORDER_WIDTH,
+        borderColor: "rgba(255,255,255,0.075)",
+        backgroundColor: "rgba(12,13,19,0.86)",
+        paddingHorizontal: Math.max(13, layout.cardPadding - 5),
+        paddingVertical: layout.screenSize === "compact" ? 13 : 15,
+        gap: 14,
+        width: "100%",
+        ...auraShadow(0.07),
+      }}
+    >
       <View style={{ gap: 5 }}>
         <Text
           style={{
             color: colors.text,
-            fontSize: 16.5,
-            lineHeight: 21,
+            fontSize: 15.5,
+            lineHeight: 20,
             fontWeight: "800",
             letterSpacing: 0,
             fontFamily: Fonts.sans,
@@ -409,6 +413,10 @@ function AuraReplyCard({
         </Text>
       </View>
 
+      {!!data.reason ? (
+        <MetaRow label="Why it works" value={data.reason} colors={colors} />
+      ) : null}
+
       {!!ownedPieces.length && !data.look ? (
         <Group title="From your closet" tone="owned">
           {ownedPieces.slice(0, 5).map((item) => (
@@ -433,10 +441,6 @@ function AuraReplyCard({
         </View>
       ) : null}
 
-      {!!data.reason ? (
-        <MetaRow label="Why it works" value={data.reason} colors={colors} />
-      ) : null}
-
       {!!data.swapSuggestion && !data.look ? (
         <MetaRow label="Swap idea" value={data.swapSuggestion} colors={colors} emphasis />
       ) : null}
@@ -487,18 +491,19 @@ function LevelThisUpSection({
   return (
     <View
       style={{
-        gap: 9,
-        marginTop: 2,
-        paddingTop: 12,
-        borderTopWidth: 1,
-        borderTopColor: "rgba(255,255,255,0.08)",
+        gap: 10,
+        padding: 11,
+        borderRadius: CARD_SECTION_RADIUS,
+        backgroundColor: "rgba(255,255,255,0.028)",
+        borderWidth: CHIP_BORDER_WIDTH,
+        borderColor: "rgba(255,255,255,0.055)",
       }}
     >
       <View style={{ gap: 2 }}>
         <Text
           style={{
             color: colors.text,
-            fontSize: 13,
+            fontSize: 13.25,
             lineHeight: 17,
             fontWeight: "800",
             letterSpacing: 0,
@@ -510,7 +515,7 @@ function LevelThisUpSection({
         <Text
           style={{
             color: auraTheme.textFaint,
-            fontSize: 11.5,
+            fontSize: 11.25,
             lineHeight: 15,
             fontWeight: "600",
             fontFamily: Fonts.sans,
@@ -525,12 +530,12 @@ function LevelThisUpSection({
             key={`level-up-${item.label}`}
             style={{
               borderRadius: 999,
-              minHeight: 34,
-              paddingHorizontal: 12,
+              minHeight: SMART_BUY_CHIP_HEIGHT,
+              paddingHorizontal: 9,
               paddingVertical: 0,
-              backgroundColor: "rgba(255,255,255,0.045)",
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.1)",
+              backgroundColor: "rgba(255,255,255,0.035)",
+              borderWidth: CHIP_BORDER_WIDTH,
+              borderColor: "rgba(255,255,255,0.075)",
               justifyContent: "center",
               maxWidth: "100%",
             }}
@@ -538,8 +543,8 @@ function LevelThisUpSection({
             <Text
               style={{
                 color: "rgba(245,248,251,0.9)",
-                fontSize: 12,
-                lineHeight: 15,
+                fontSize: 11.25,
+                lineHeight: 14,
                 fontWeight: "700",
                 fontFamily: Fonts.sans,
               }}
@@ -595,12 +600,13 @@ function FeedbackRail({
       style={{
         flexDirection: "row",
         alignItems: "center",
-        justifyContent: "space-between",
-        gap: 8,
+        justifyContent: "flex-end",
+        alignSelf: "flex-end",
+        gap: 6,
         paddingTop: 2,
         paddingHorizontal: 0,
         paddingBottom: 0,
-        borderRadius: PILL_RADIUS,
+        marginTop: 1,
         backgroundColor: "transparent",
       }}
     >
@@ -653,41 +659,40 @@ function FeedbackChip({
   }
 
   return (
-    <Animated.View style={{ flex: 1, transform: [{ scale }] }}>
+    <Animated.View style={{ transform: [{ scale }] }}>
       <Pressable
+        hitSlop={8}
         onPress={onPress}
         onPressIn={() => animateTo(0.96)}
         onPressOut={() => animateTo(1)}
         style={({ pressed }) => ({
-          flex: 1,
-          height: 34,
-          minHeight: 34,
+          minHeight: FEEDBACK_BUTTON_HEIGHT,
           borderRadius: PILL_RADIUS,
-          paddingHorizontal: 10,
+          paddingHorizontal: FEEDBACK_BUTTON_PADDING,
           paddingVertical: 0,
           flexDirection: "row",
           alignItems: "center",
           justifyContent: "center",
-          gap: 6,
+          gap: 5,
           backgroundColor: active
             ? label === "Not it"
-              ? "rgba(255,77,79,0.1)"
-              : "rgba(124,92,255,0.12)"
-            : "rgba(255,255,255,0.035)",
+              ? "rgba(255,77,79,0.075)"
+              : "rgba(124,92,255,0.095)"
+            : "rgba(255,255,255,0.025)",
           borderWidth: CHIP_BORDER_WIDTH,
-          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.22)" : "rgba(167,139,250,0.22)") : "rgba(255,255,255,0.075)",
+          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.18)" : "rgba(167,139,250,0.18)") : "rgba(255,255,255,0.055)",
           opacity: pressed ? 0.88 : 1,
         })}
       >
         <Ionicons
           name={icon}
-          size={14}
+          size={13}
           color={active ? (label === "Not it" ? colors.danger : colors.text) : auraTheme.textMuted}
         />
         <Text
           style={{
             color: active ? (label === "Not it" ? colors.danger : colors.text) : auraTheme.textMuted,
-            fontSize: 11,
+            fontSize: 10.5,
             fontWeight: "700",
             fontFamily: Fonts.sans,
           }}
@@ -720,7 +725,7 @@ function LookActionRow({
         backgroundColor={colors.ctaCream}
         borderColor={colors.ctaCream}
       >
-        <Text style={{ color: colors.ctaText, fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
           Save look
         </Text>
       </ActionButton>
@@ -730,7 +735,7 @@ function LookActionRow({
         backgroundColor={colors.surfaceSoft}
         borderColor={colors.border}
       >
-        <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
           Plan today
         </Text>
       </ActionButton>
@@ -755,14 +760,14 @@ function OutfitAnalysisCard({
   return (
     <View
       style={{
-        borderRadius: 18,
-        borderWidth: 1,
-        borderColor: auraTheme.borderSoft,
-        backgroundColor: auraTheme.surface,
+        borderRadius: 20,
+        borderWidth: CHIP_BORDER_WIDTH,
+        borderColor: "rgba(255,255,255,0.075)",
+        backgroundColor: "rgba(12,13,19,0.86)",
         padding: 14,
         gap: 12,
         width: "100%",
-        ...auraShadow(0.08),
+        ...auraShadow(0.07),
       }}
     >
       <View style={{ gap: 4 }}>
@@ -781,12 +786,12 @@ function OutfitAnalysisCard({
           <View
             key={`${piece.role}-${piece.label}-${index}`}
             style={{
-              borderRadius: 13,
-              paddingHorizontal: 10,
-              paddingVertical: 8,
-              backgroundColor: "rgba(255,255,255,0.045)",
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.09)",
+              borderRadius: 14,
+              paddingHorizontal: 9,
+              paddingVertical: 7,
+              backgroundColor: "rgba(255,255,255,0.032)",
+              borderWidth: CHIP_BORDER_WIDTH,
+              borderColor: "rgba(255,255,255,0.07)",
               maxWidth: "100%",
             }}
           >
@@ -807,7 +812,7 @@ function OutfitAnalysisCard({
       </View>
 
       {missing.length ? (
-        <MetaRow label="NOT VISIBLE" value={missing.map(sanitizeDisplayText).join(", ")} colors={colors} />
+        <MetaRow label="Not visible" value={missing.map(sanitizeDisplayText).join(", ")} colors={colors} />
       ) : null}
 
       {(analysis.stylingNotes ?? []).length ? (
@@ -898,7 +903,7 @@ function ActionButton({
           paddingHorizontal: CTA_HORIZONTAL_PADDING,
           alignItems: "center",
           justifyContent: "center",
-          borderWidth: 1,
+          borderWidth: CHIP_BORDER_WIDTH,
           borderColor,
           backgroundColor: pressed ? pressedBackground : backgroundColor,
           opacity: pressed ? 0.96 : 1,
@@ -920,20 +925,24 @@ function Group({
   children: React.ReactNode;
 }) {
   const titleColor = tone === "owned" ? "rgba(214,198,255,0.92)" : "rgba(255,255,255,0.68)";
+  const sectionBackground = tone === "owned" ? "rgba(124,92,255,0.07)" : "rgba(255,255,255,0.028)";
+  const sectionBorder = tone === "owned" ? "rgba(167,139,250,0.13)" : "rgba(255,255,255,0.055)";
 
   return (
     <View
       style={{
         gap: 8,
-        paddingTop: tone === "suggested" ? 10 : 0,
-        borderTopWidth: tone === "suggested" ? 1 : 0,
-        borderTopColor: "rgba(255,255,255,0.07)",
+        padding: 10,
+        borderRadius: CARD_SECTION_RADIUS,
+        backgroundColor: sectionBackground,
+        borderWidth: CHIP_BORDER_WIDTH,
+        borderColor: sectionBorder,
       }}
     >
       <Text
         style={{
           color: titleColor,
-          fontSize: 12,
+          fontSize: 12.5,
           lineHeight: 15,
           fontWeight: "800",
           letterSpacing: 0,
@@ -959,15 +968,15 @@ function MetaRow({
   emphasis?: boolean;
 }) {
   return (
-    <View style={{ gap: 5, paddingTop: 2 }}>
-      <Text style={{ color: auraTheme.textMuted, fontSize: 12, lineHeight: 15, fontWeight: "800", letterSpacing: 0, fontFamily: Fonts.sans }}>
+    <View style={{ gap: 5 }}>
+      <Text style={{ color: auraTheme.textMuted, fontSize: 11.5, lineHeight: 15, fontWeight: "800", letterSpacing: 0, fontFamily: Fonts.sans }}>
         {label}
       </Text>
       <Text
         style={{
           color: emphasis ? colors.text : colors.textSecondary,
-          fontSize: 13,
-          lineHeight: 19,
+          fontSize: 13.25,
+          lineHeight: 20,
           fontWeight: emphasis ? "700" : "500",
           fontFamily: Fonts.sans,
         }}
@@ -1008,10 +1017,10 @@ function CandidateCard({
   return (
     <View
       style={{
-        borderRadius: 18,
-        borderWidth: 1,
-        borderColor: auraTheme.borderSoft,
-        backgroundColor: auraTheme.surface,
+        borderRadius: 20,
+        borderWidth: CHIP_BORDER_WIDTH,
+        borderColor: "rgba(255,255,255,0.075)",
+        backgroundColor: "rgba(12,13,19,0.86)",
         padding: 12,
         gap: 10,
         width: "100%",
@@ -1164,6 +1173,7 @@ function CandidateButton({
     <Animated.View style={{ transform: [{ scale }] }}>
       <Pressable
         disabled={disabled}
+        hitSlop={6}
         onPress={onPress}
         onPressIn={() => animateTo(0.97)}
         onPressOut={() => animateTo(1)}
@@ -1180,7 +1190,7 @@ function CandidateButton({
           opacity: disabled ? 0.42 : pressed ? 0.94 : 1,
         })}
       >
-        <Text style={{ color: "white", fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>{label}</Text>
+        <Text style={{ color: "white", fontSize: 11.25, fontWeight: "800", fontFamily: Fonts.sans }}>{label}</Text>
       </Pressable>
     </Animated.View>
   );
@@ -1197,25 +1207,25 @@ function Tag({
 }) {
   const backgroundColor =
     tone === "owned"
-      ? "rgba(124,92,255,0.13)"
+      ? "rgba(124,92,255,0.095)"
       : tone === "suggested"
-        ? "rgba(255,255,255,0.04)"
+        ? "rgba(255,255,255,0.028)"
         : auraTheme.surfaceSofter;
   const borderColor =
     tone === "owned"
-      ? "rgba(167,139,250,0.2)"
-      : "rgba(255,255,255,0.095)";
+      ? "rgba(167,139,250,0.16)"
+      : "rgba(255,255,255,0.07)";
   const textColor = tone === "owned" ? "rgba(232,225,255,0.95)" : "rgba(245,248,251,0.9)";
 
   return (
     <View
       style={{
-        minHeight: 32,
-        paddingHorizontal: 11,
+        minHeight: SMART_BUY_CHIP_HEIGHT,
+        paddingHorizontal: 9,
         paddingVertical: 0,
         borderRadius: 999,
         backgroundColor,
-        borderWidth: 1,
+        borderWidth: CHIP_BORDER_WIDTH,
         borderColor,
         justifyContent: "center",
         maxWidth: "100%",
@@ -1224,8 +1234,8 @@ function Tag({
       <Text
         style={{
           color: textColor,
-          fontSize: 11.5,
-          lineHeight: 15,
+          fontSize: 11,
+          lineHeight: 14,
           fontWeight: "700",
           fontFamily: Fonts.sans,
         }}
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index 9634099..6b87452 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -55,38 +55,38 @@ function OutfitMessage({
 
   return (
     <LinearGradient
-      colors={[colors.surfaceElevated, colors.surface]}
+      colors={["rgba(17,19,26,0.96)", "rgba(11,12,18,0.98)"]}
       start={{ x: 0, y: 0 }}
       end={{ x: 1, y: 1 }}
       style={{
-        borderRadius: 28,
-        padding: 18,
-        borderWidth: 1,
-        borderColor: colors.border,
-        gap: 16,
-        ...auraShadow(0.2),
+        borderRadius: 24,
+        padding: 15,
+        borderWidth: CHIP_BORDER_WIDTH,
+        borderColor: "rgba(255,255,255,0.075)",
+        gap: 14,
+        ...auraShadow(0.1),
       }}
     >
       <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
         <View style={{ gap: 4 }}>
-          <Text style={{ color: colors.textMuted, fontSize: 12, fontWeight: "700", letterSpacing: 0.8 }}>
-            LOOK {index + 1}
+          <Text style={{ color: colors.textMuted, fontSize: 11.5, fontWeight: "700", letterSpacing: 0 }}>
+            Stylist edit {index + 1}
           </Text>
-          <Text style={{ color: colors.text, fontSize: 22, fontWeight: "800" }} numberOfLines={1}>
+          <Text style={{ color: colors.text, fontSize: 19, lineHeight: 23, fontWeight: "800" }} numberOfLines={1}>
             Styled for right now
           </Text>
         </View>
         <View
           style={{
-            paddingHorizontal: 12,
-            paddingVertical: 7,
+            paddingHorizontal: 9,
+            paddingVertical: 5,
             borderRadius: 999,
             backgroundColor: colors.purpleSurface,
-            borderWidth: 1,
+            borderWidth: CHIP_BORDER_WIDTH,
             borderColor: colors.purpleBorder,
           }}
         >
-          <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }}>
+          <Text style={{ color: colors.text, fontSize: 11, fontWeight: "800" }}>
             {Math.round(outfit.score * 100)}% match
           </Text>
         </View>
@@ -96,11 +96,11 @@ function OutfitMessage({
         <View
           style={{
             paddingHorizontal: 12,
-            paddingVertical: 10,
-            borderRadius: 16,
-            backgroundColor: colors.surfaceSoft,
-            borderWidth: 1,
-            borderColor: colors.border,
+            paddingVertical: 9,
+            borderRadius: 15,
+            backgroundColor: "rgba(255,255,255,0.032)",
+            borderWidth: CHIP_BORDER_WIDTH,
+            borderColor: "rgba(255,255,255,0.065)",
           }}
         >
           <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "600" }}>
@@ -109,11 +109,11 @@ function OutfitMessage({
         </View>
       ) : null}
 
-      <Text style={{ color: colors.textSecondary, fontSize: 15, lineHeight: 23 }} numberOfLines={4}>
+      <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 21 }} numberOfLines={4}>
         {cleanReason}
       </Text>
 
-      <View style={{ flexDirection: "row", gap: 12 }}>
+      <View style={{ flexDirection: "row", gap: 10 }}>
         {pickedItems.map(({ slot, item }) => {
           const imageUri = getItemImageUrl(item, { variant: "thumb" });
           const imagePresentation = getItemImagePresentation(item, { surface: "ai_outfit" });
@@ -122,11 +122,11 @@ function OutfitMessage({
             <View key={`${outfit.id}-${slot}-${item.id}`} style={{ flex: 1, minWidth: 0, gap: 10 }}>
               <View
                 style={{
-                  borderRadius: 20,
-                  padding: 12,
-                  backgroundColor: colors.chipBackground,
-                  borderWidth: 1,
-                  borderColor: colors.border,
+                  borderRadius: 18,
+                  padding: 10,
+                  backgroundColor: "rgba(255,255,255,0.032)",
+                  borderWidth: CHIP_BORDER_WIDTH,
+                  borderColor: "rgba(255,255,255,0.065)",
                   aspectRatio: imagePresentation.containerAspectRatio,
                   justifyContent: "center",
                   alignItems: "center",
@@ -172,7 +172,7 @@ function OutfitMessage({
                 )}
               </View>
               <View style={{ gap: 3 }}>
-                <Text style={{ color: colors.textMuted, fontSize: 11, fontWeight: "700", letterSpacing: 0.7 }}>
+                <Text style={{ color: colors.textMuted, fontSize: 11, fontWeight: "700", letterSpacing: 0 }}>
                   {slotLabel(slot)}
                 </Text>
                 <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "700", lineHeight: 18 }}>
@@ -206,7 +206,7 @@ function OutfitMessage({
             opacity: saving ? 0.6 : 1,
           }}
         >
-          <Text style={{ color: colors.ctaText, fontWeight: "800" }}>{saving ? "Saving..." : "Save to Today"}</Text>
+          <Text style={{ color: colors.ctaText, fontSize: 12, fontWeight: "800" }}>{saving ? "Saving..." : "Save to Today"}</Text>
         </AuraPressable>
         <AuraPressable
           onPress={() => onSwap(outfit)}
@@ -227,7 +227,7 @@ function OutfitMessage({
             justifyContent: "center",
           }}
         >
-          <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>Swap item</Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>Swap item</Text>
         </AuraPressable>
         <AuraPressable
           onPress={() => onMoreLikeThis(outfit)}
@@ -247,7 +247,7 @@ function OutfitMessage({
             justifyContent: "center",
           }}
         >
-          <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>More like this</Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>More like this</Text>
         </AuraPressable>
       </View>
     </LinearGradient>
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index c39b3e9..3c8b160 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -445,7 +445,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             >
               <View style={[styles.directionDot, isHome ? styles.directionDotHome : null, { backgroundColor: colors.softPurple }]} />
               <Text style={[styles.directionChipText, { color: colors.lightPurple }]}>
-                {directionLabel.toUpperCase()}
+                {directionLabel}
               </Text>
             </View>
           )}
@@ -499,7 +499,7 @@ export const AuraLookCard = memo(function AuraLookCard({
 
       {!!visibleClosetItems.length && (
         <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
-          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>FROM YOUR CLOSET</Text>
+          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>From your closet</Text>
           <View style={styles.closetChips}>
             {visibleClosetItems.map((item) => (
               <View
@@ -507,7 +507,7 @@ export const AuraLookCard = memo(function AuraLookCard({
                 style={[
                   styles.closetChip,
                   isHome ? styles.closetChipHome : null,
-                  { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                  { backgroundColor: "rgba(124,92,255,0.095)", borderColor: "rgba(167,139,250,0.16)" },
                 ]}
               >
                 <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
@@ -533,7 +533,7 @@ export const AuraLookCard = memo(function AuraLookCard({
 
       {!!overflowLabels.length && (
         <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
-          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>ALSO INCLUDED</Text>
+          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>Also included</Text>
           <View style={styles.closetChips}>
             {overflowLabels.map((item) => (
               <View
@@ -541,7 +541,7 @@ export const AuraLookCard = memo(function AuraLookCard({
                 style={[
                   styles.closetChip,
                   isHome ? styles.closetChipHome : null,
-                  { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                  { backgroundColor: "rgba(255,255,255,0.028)", borderColor: "rgba(255,255,255,0.07)" },
                 ]}
               >
                 <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
@@ -734,21 +734,21 @@ export const AuraLookCard = memo(function AuraLookCard({
 
 const styles = StyleSheet.create({
   card: {
-    gap: 10,
-    paddingHorizontal: 14,
-    paddingTop: 14,
+    gap: 9,
+    paddingHorizontal: 13,
+    paddingTop: 13,
     paddingBottom: 12,
-    borderRadius: 28,
+    borderRadius: 24,
     backgroundColor: "#11131A",
-    borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.08)",
+    borderWidth: CHIP_BORDER_WIDTH,
+    borderColor: "rgba(255,255,255,0.075)",
   },
   cardCompact: {
-    gap: 8,
+    gap: 7,
     paddingHorizontal: 12,
     paddingTop: 12,
     paddingBottom: 10,
-    borderRadius: 24,
+    borderRadius: 22,
   },
   cardHome: {
     gap: 8,
@@ -758,11 +758,11 @@ const styles = StyleSheet.create({
     borderRadius: 24,
   },
   cardSwipe: {
-    gap: 8,
+    gap: 7,
     paddingHorizontal: 12,
     paddingTop: 12,
     paddingBottom: 10,
-    borderRadius: 26,
+    borderRadius: 22,
   },
   cardStudio: {
     gap: 14,
@@ -786,19 +786,19 @@ const styles = StyleSheet.create({
   labelRow: {
     flexDirection: "row",
     flexWrap: "wrap",
-    gap: 8,
+    gap: 6,
   },
   headerChip: {
-    minHeight: 34,
+    minHeight: 30,
     borderRadius: 999,
-    paddingHorizontal: 12,
-    paddingVertical: 8,
+    paddingHorizontal: 10,
+    paddingVertical: 6,
     flexDirection: "row",
     alignItems: "center",
-    gap: 7,
+    gap: 6,
     backgroundColor: "rgba(255,255,255,0.05)",
-    borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.08)",
+    borderWidth: CHIP_BORDER_WIDTH,
+    borderColor: "rgba(255,255,255,0.07)",
   },
   headerChipHome: {
     minHeight: 28,
@@ -822,14 +822,14 @@ const styles = StyleSheet.create({
   },
   directionChipText: {
     color: "#A78BFA",
-    fontSize: 11.5,
+    fontSize: 11,
     lineHeight: 14,
     fontWeight: "800",
-    letterSpacing: 0.85,
+    letterSpacing: 0,
   },
   vibeChipText: {
     color: "#E8EDF3",
-    fontSize: 12,
+    fontSize: 11.5,
     lineHeight: 15,
     fontWeight: "600",
   },
@@ -925,14 +925,14 @@ const styles = StyleSheet.create({
   },
   title: {
     color: "#FAFBFC",
-    fontSize: 24,
-    lineHeight: 28,
+    fontSize: 22,
+    lineHeight: 26,
     fontWeight: "800",
     letterSpacing: 0,
   },
   titleCompact: {
-    fontSize: 20,
-    lineHeight: 24,
+    fontSize: 19,
+    lineHeight: 23,
     letterSpacing: 0,
   },
   titleHome: {
@@ -966,34 +966,37 @@ const styles = StyleSheet.create({
     lineHeight: 16,
   },
   metaBlock: {
-    gap: 7,
+    gap: 6,
   },
   metaBlockHome: {
     gap: 5,
   },
   metaLabel: {
     color: "#7C5CFF",
-    fontSize: 10.5,
+    fontSize: 11.25,
     fontWeight: "800",
-    letterSpacing: 1.5,
+    letterSpacing: 0,
   },
   closetChips: {
     flexDirection: "row",
     flexWrap: "wrap",
-    gap: 8,
+    gap: 6,
   },
   closetChip: {
     maxWidth: "100%",
     borderRadius: 999,
-    paddingHorizontal: 12,
-    paddingVertical: 8,
+    minHeight: 28,
+    paddingHorizontal: 9,
+    paddingVertical: 0,
     backgroundColor: "rgba(245, 247, 251, 0.08)",
-    borderWidth: 1,
+    borderWidth: CHIP_BORDER_WIDTH,
     borderColor: "rgba(255,255,255,0.08)",
+    justifyContent: "center",
   },
   closetChipHome: {
-    paddingHorizontal: 10,
-    paddingVertical: 6,
+    minHeight: 26,
+    paddingHorizontal: 8,
+    paddingVertical: 0,
   },
   moreChip: {
     backgroundColor: "rgba(124,92,255,0.12)",
@@ -1001,8 +1004,8 @@ const styles = StyleSheet.create({
   },
   closetChipText: {
     color: "#E7EDF4",
-    fontSize: 12.5,
-    lineHeight: 16,
+    fontSize: 11.25,
+    lineHeight: 14,
     fontWeight: "600",
   },
   actions: {
@@ -1021,7 +1024,7 @@ const styles = StyleSheet.create({
     paddingHorizontal: CTA_HORIZONTAL_PADDING,
     alignItems: "center",
     justifyContent: "center",
-    borderWidth: 1,
+    borderWidth: CHIP_BORDER_WIDTH,
   },
   actionButtonHome: {
     minHeight: CTA_HEIGHT,
@@ -1037,12 +1040,12 @@ const styles = StyleSheet.create({
   },
   primaryButtonText: {
     color: "#F5F8FB",
-    fontSize: 15,
+    fontSize: 13.5,
     fontWeight: "800",
   },
   secondaryButtonText: {
     color: "#E7EDF5",
-    fontSize: 15,
+    fontSize: 13.5,
     fontWeight: "800",
   },
   tertiaryActions: {
@@ -1072,8 +1075,8 @@ const styles = StyleSheet.create({
   },
   tertiaryActionText: {
     color: "rgba(235,240,248,0.86)",
-    fontSize: 12,
-    lineHeight: 16,
+    fontSize: 11.25,
+    lineHeight: 15,
     fontWeight: "700",
   },
 });
diff --git a/src/constants/auraControls.ts b/src/constants/auraControls.ts
index 6483971..dc46cfd 100644
--- a/src/constants/auraControls.ts
+++ b/src/constants/auraControls.ts
@@ -1,7 +1,7 @@
-export const CTA_HEIGHT = 56;
-export const CHIP_HEIGHT = 42;
+export const CTA_HEIGHT = 48;
+export const CHIP_HEIGHT = 34;
 export const PILL_RADIUS = 999;
-export const ACTION_GAP = 10;
-export const CTA_HORIZONTAL_PADDING = 18;
-export const CHIP_HORIZONTAL_PADDING = 16;
-export const CHIP_BORDER_WIDTH = 1;
+export const ACTION_GAP = 8;
+export const CTA_HORIZONTAL_PADDING = 14;
+export const CHIP_HORIZONTAL_PADDING = 12;
+export const CHIP_BORDER_WIDTH = 0.75;

From 5699f86001e10ce21a867bff8a638101b0b616cf Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 00:12:47 -0500
Subject: [PATCH 56/93] polish(nav): add AURA tab icon and refine tab bar

---
 assets/images/aura-tab-mark.png        | Bin 0 -> 74906 bytes
 src/components/FloatingGlassTabBar.tsx | 100 ++++++++-----------------
 2 files changed, 33 insertions(+), 67 deletions(-)
 create mode 100644 assets/images/aura-tab-mark.png

diff --git a/assets/images/aura-tab-mark.png b/assets/images/aura-tab-mark.png
new file mode 100644
index 0000000000000000000000000000000000000000..f83cefa27dce6ef24d9d64b227e0cb9459dd9250
GIT binary patch
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diff --git a/src/components/FloatingGlassTabBar.tsx b/src/components/FloatingGlassTabBar.tsx
index 1fd605a..93cc97e 100644
--- a/src/components/FloatingGlassTabBar.tsx
+++ b/src/components/FloatingGlassTabBar.tsx
@@ -3,7 +3,7 @@ import type { BottomTabBarProps } from "@react-navigation/bottom-tabs";
 import { BlurView } from "expo-blur";
 import { LinearGradient } from "expo-linear-gradient";
 import React, { useEffect, useMemo } from "react";
-import { Pressable, StyleSheet, Text, View, useWindowDimensions } from "react-native";
+import { Image, Pressable, StyleSheet, Text, View, useWindowDimensions } from "react-native";
 import Reanimated, {
   useAnimatedStyle,
   useSharedValue,
@@ -36,6 +36,7 @@ const TAB_META: Record<
 const ROW_HORIZONTAL_PADDING = 7;
 const ACTIVE_BUBBLE_WIDTH = 64;
 const ACTIVE_BUBBLE_HEIGHT = 52;
+const AURA_TAB_MARK = require("../../assets/images/aura-tab-mark.png");
 
 type ExpoRouterTabOptions = {
   href?: string | null;
@@ -54,7 +55,7 @@ export default function FloatingGlassTabBar({
   descriptors,
   navigation,
 }: BottomTabBarProps) {
-  const { colors, isDark } = useAppTheme();
+  const { isDark } = useAppTheme();
   const insets = useSafeAreaInsets();
   const { width: windowWidth } = useWindowDimensions();
   const dockBottom = floatingTabBarBottomInset(insets.bottom);
@@ -96,14 +97,19 @@ export default function FloatingGlassTabBar({
     ? availableDockWidth / visibleRoutes.length
     : 0;
   const scrimColors = useMemo(
-    () => [colors.scrimTop, colors.scrimMid, colors.scrimBottom] as const,
-    [colors.scrimBottom, colors.scrimMid, colors.scrimTop],
+    () =>
+      [
+        "rgba(10,10,15,0)",
+        isDark ? "rgba(10,10,15,0.10)" : "rgba(255,255,255,0.10)",
+        isDark ? "rgba(10,10,15,0.24)" : "rgba(255,255,255,0.26)",
+      ] as const,
+    [isDark],
   );
   const materialFillStyle = useMemo(
     () => ({
       backgroundColor: isDark
-        ? "rgba(10, 10, 16, 0.48)"
-        : "rgba(255, 255, 255, 0.46)",
+        ? "rgba(10, 10, 16, 0.52)"
+        : "rgba(255, 255, 255, 0.50)",
     }),
     [isDark],
   );
@@ -159,7 +165,7 @@ export default function FloatingGlassTabBar({
 
       <View style={[styles.container, { bottom: dockBottom }]}>
         <BlurView
-          intensity={58}
+          intensity={46}
           tint={isDark ? "dark" : "light"}
           style={StyleSheet.absoluteFill}
         />
@@ -338,7 +344,7 @@ const styles = StyleSheet.create({
     position: "absolute",
     left: 0,
     right: 0,
-    height: DOCK_HEIGHT + 16,
+    height: DOCK_HEIGHT + 8,
   },
   container: {
     position: "absolute",
@@ -349,10 +355,12 @@ const styles = StyleSheet.create({
     overflow: "hidden",
     backgroundColor: "rgba(10,10,16,0.44)",
     shadowColor: "#000",
-    shadowOpacity: 0.16,
-    shadowRadius: 16,
-    shadowOffset: { width: 0, height: 8 },
-    elevation: 8,
+    shadowOpacity: 0.09,
+    shadowRadius: 10,
+    shadowOffset: { width: 0, height: 5 },
+    elevation: 5,
+    borderTopWidth: StyleSheet.hairlineWidth,
+    borderTopColor: "rgba(255,255,255,0.06)",
   },
   materialFill: {
     ...StyleSheet.absoluteFillObject,
@@ -375,8 +383,8 @@ const styles = StyleSheet.create({
     left: 10,
     right: 10,
     bottom: 0,
-    height: 18,
-    backgroundColor: "rgba(0,0,0,0.12)",
+    height: 12,
+    backgroundColor: "rgba(0,0,0,0.08)",
     borderBottomLeftRadius: DOCK_RADIUS,
     borderBottomRightRadius: DOCK_RADIUS,
   },
@@ -407,8 +415,8 @@ const styles = StyleSheet.create({
     zIndex: 0,
   },
   iconWrap: {
-    width: 25,
-    height: 24,
+    width: 30,
+    height: 28,
     alignItems: "center",
     justifyContent: "center",
     zIndex: 1,
@@ -419,66 +427,24 @@ const styles = StyleSheet.create({
     zIndex: 1,
   },
   auraMarkWrap: {
-    width: 26,
-    height: 26,
+    width: 30,
+    height: 30,
     alignItems: "center",
     justifyContent: "center",
   },
-  auraTabRing: {
-    position: "absolute",
-    borderWidth: 1.3,
-    borderRadius: 999,
-  },
-  auraTabLeg: {
-    position: "absolute",
-    borderRadius: 999,
+  auraTabImage: {
+    width: 30,
+    height: 30,
   },
 });
 
 const AuraTabMark = React.memo(function AuraTabMark({ active }: { active: boolean }) {
-  const color = active ? "#FFFFFF" : "rgba(235,235,245,0.56)";
-  const size = 24;
-  const ringSize = 22;
-  const legHeight = 11;
-  const legWidth = 2.6;
-
   return (
     <View style={styles.auraMarkWrap}>
-      <View
-        style={[
-          styles.auraTabRing,
-          {
-            width: ringSize,
-            height: ringSize,
-            borderColor: color,
-          },
-        ]}
-      />
-      <View
-        style={[
-          styles.auraTabLeg,
-          {
-            width: legWidth,
-            height: legHeight,
-            backgroundColor: color,
-            top: size * 0.31,
-            left: size * 0.39,
-            transform: [{ rotate: "27deg" }, { translateX: -size * 0.085 }],
-          },
-        ]}
-      />
-      <View
-        style={[
-          styles.auraTabLeg,
-          {
-            width: legWidth,
-            height: legHeight,
-            backgroundColor: color,
-            top: size * 0.31,
-            left: size * 0.5,
-            transform: [{ rotate: "-27deg" }, { translateX: size * 0.085 }],
-          },
-        ]}
+      <Image
+        source={AURA_TAB_MARK}
+        resizeMode="contain"
+        style={[styles.auraTabImage, { opacity: active ? 1 : 0.62 }]}
       />
     </View>
   );

From b06866bcbdce1eb9e33286f3d9af9ebe230cc49c Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 00:14:51 -0500
Subject: [PATCH 57/93] Document outfit planning architecture

---
 docs/outfit-planning-architecture.md | 89 ++++++++++++++++++++++++++++
 src/hooks/usePlannedOutfit.ts        |  2 +
 src/utils/dailyOutfits.ts            |  5 ++
 src/utils/outfitPlanner.ts           |  2 +
 4 files changed, 98 insertions(+)
 create mode 100644 docs/outfit-planning-architecture.md

diff --git a/docs/outfit-planning-architecture.md b/docs/outfit-planning-architecture.md
new file mode 100644
index 0000000..08b9fd9
--- /dev/null
+++ b/docs/outfit-planning-architecture.md
@@ -0,0 +1,89 @@
+# Outfit Planning Architecture
+
+This note documents the current planner boundaries. It exists because AURA has
+multiple outfit-generation paths that should not be consolidated casually.
+
+## Active systems
+
+- `src/utils/dailyOutfits.ts` is the canonical daily outfit persistence layer.
+  `PlannedOutfit` from this file is the saved daily plan shape used by Calendar,
+  Today, Home, AURA "Plan Today", Studio, and saved-look planning.
+- `src/utils/outfitPlanning.ts` is the active Calendar suggestion engine. It
+  creates `PlannedLook` options for a selected date, then Calendar adapts the
+  selected look into `dailyOutfits.PlannedOutfit` before saving.
+- `src/lib/auraActions.ts` handles shared AURA look actions. For
+  `planForToday`, it converts an AURA look with `auraLookToPlannedOutfit` and
+  saves through `savePlannedRecord`.
+- `functions/src/shared/outfitEngine.ts` is the server outfit engine used by
+  `generateAuraSwipeBatch`, `generateOutfitsV1`, and `outfitChatV1`.
+- `functions/src/askAura.ts` and `functions/src/askAuraStream.ts` do not call
+  the server outfit engine. They build AURA context from wardrobe/profile/memory
+  and ask the model to return `look` or `lookOptions`.
+- `src/lib/outfitGenerator.ts` is still active as the client fallback for AURA
+  Swipe through `src/lib/auraSwipe.ts`.
+
+## Legacy candidates
+
+- `src/utils/outfitPlanner.ts` and `src/hooks/usePlannedOutfit.ts` are legacy
+  planner paths. The current Calendar/Today flows do not use them.
+- `src/lib/outfits.ts` is a disabled legacy writer and should stay disabled.
+- Calendar component files under `src/components/calendar/` include several
+  compatibility re-exports. Do not delete them without an import sweep.
+- `functions/src/outfitChatV1.ts` is exported and functional, but current app
+  callers were not found in the client usage sweep. Treat it as compatibility
+  until production callable usage is confirmed.
+
+## Flow map
+
+### Calendar saves a plan
+
+1. `app/(tabs)/calendar.tsx` listens to wardrobe items and date-key outfit docs.
+2. Calendar calls `generateDailyPlan` from `src/utils/outfitPlanning.ts`.
+3. Calendar converts the selected `PlannedLook` into
+   `dailyOutfits.PlannedOutfit`.
+4. Calendar saves with `setPlanned`, which delegates to `savePlannedRecord` and
+   `savePlannedOutfit`.
+
+### Today tab reads a plan
+
+1. `app/(tabs)/today.tsx` subscribes with `subscribeOutfitByDate`.
+2. It renders `record.plannedOutfit` if one exists.
+3. It does not generate or save outfits.
+
+### AURA Plan Today
+
+1. AURA look UI emits `planForToday`.
+2. `handleSharedAuraLookAction` in `src/lib/auraActions.ts` handles the action.
+3. `auraLookToPlannedOutfit` converts closet pieces into the daily plan shape.
+4. `savePlannedRecord(uid, new Date(), plannedOutfit)` writes the date-key doc.
+
+### AURA generates a recommendation
+
+1. Client calls `askAuraStream` first, with callable `askAura` as fallback.
+2. Functions load wardrobe items, profile, memory, weather, and occasion.
+3. `buildAuraContext` prepares compact context for the prompt.
+4. The model returns structured `look` or `lookOptions`.
+5. Nothing is saved to the daily planner until the user taps Plan Today.
+
+## Shared collection warning
+
+`users/{uid}/outfits` currently stores two different kinds of documents:
+
+- Date-key daily docs such as `2026-05-02`, with `dateKey`, `plannedOutfit`,
+  and/or `wornOutfit`.
+- Generated candidate docs from server outfit functions, with generated IDs and
+  fields like `picks`, `itemIds`, `planned`, `score`, `reason`, and `version`.
+
+Calendar and Today should only treat documents with `plannedOutfit` or
+`wornOutfit` as daily records. Do not replace daily plan payloads with
+server-candidate `picks`-only payloads without a schema migration.
+
+## Adapter checks to add when tests exist
+
+- `lookToItems` maps a `PlannedLook` slot id object to the expected item slots.
+- Calendar's local `lookToPlanned` adapter produces `dailyOutfits.PlannedOutfit`
+  with `itemsByCategory`, `score`, `reasons`, and `createdAt`.
+- `auraLookToPlannedOutfit` keeps only closet-sourced AURA pieces and maps them
+  to `outerwear`, `top`, `bottom`, and `shoes`.
+- `savePlannedRecord` writes date-key daily docs containing `dateKey` and
+  `plannedOutfit`, not server candidate docs containing only `picks`.
diff --git a/src/hooks/usePlannedOutfit.ts b/src/hooks/usePlannedOutfit.ts
index b8a34a5..2d4fd21 100644
--- a/src/hooks/usePlannedOutfit.ts
+++ b/src/hooks/usePlannedOutfit.ts
@@ -1,3 +1,5 @@
+// Deprecated planner hook: the current Calendar/Today flows subscribe through
+// dailyOutfits.ts and generate Calendar suggestions with outfitPlanning.ts.
 import { useCallback, useEffect, useMemo, useState } from "react";
 
 import { ClothingItem } from "../../src/types/ClothingItem";
diff --git a/src/utils/dailyOutfits.ts b/src/utils/dailyOutfits.ts
index 74e5bb3..c8cc3bf 100644
--- a/src/utils/dailyOutfits.ts
+++ b/src/utils/dailyOutfits.ts
@@ -28,6 +28,9 @@ export type OutfitItemsByCategory = {
   shoes?: string;
 };
 
+// Canonical saved daily plan shape for Calendar, Today, and AURA "Plan Today".
+// Server-generated candidate outfits may share users/{uid}/outfits, but they are
+// not daily plan records unless they include this plannedOutfit shape on a date-key doc.
 export type PlannedOutfit = {
   itemsByCategory: OutfitItemsByCategory;
   locked?: {
@@ -196,6 +199,8 @@ export async function savePlannedOutfit(
 ) {
   const key = normalizeDateKey(dateKey);
   const ref = outfitDocRef(uid, key);
+  // Daily docs are keyed by date and must carry plannedOutfit. Do not replace
+  // this with server candidate payloads that only contain picks/itemIds.
   const rawPayload = {
     dateKey: key,
     itemIds: itemIds.filter(Boolean),
diff --git a/src/utils/outfitPlanner.ts b/src/utils/outfitPlanner.ts
index ff7684f..e2d0d7f 100644
--- a/src/utils/outfitPlanner.ts
+++ b/src/utils/outfitPlanner.ts
@@ -1,3 +1,5 @@
+// Deprecated planner path: current Calendar/Today flows use outfitPlanning.ts for
+// suggestions and dailyOutfits.ts for saved daily outfit records.
 import { normalizeLaundryStatus, toCanonicalCategory } from "../../src/lib/items";
 import { ClothingItem } from "../../src/types/ClothingItem";
 

From a6e83dfeeade531ec15ab4dff3882b48c41646fa Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 01:00:19 -0500
Subject: [PATCH 58/93] Improve new user closet empty states

---
 app/(tabs)/closet.tsx |  92 +++++++++++++++++++------
 app/(tabs)/index.tsx  | 157 +++++++++++++++++++++++++++++++++++++++++-
 2 files changed, 227 insertions(+), 22 deletions(-)

diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index 7df233c..26a56be 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -51,7 +51,12 @@ import {
   toCanonicalCategory,
 } from "@/src/lib/items";
 import { logItemStyleEvent } from "@/src/lib/auraMemory";
-import { getMinimumClosetProgress, getSuggestedAddItemCategory } from "@/src/lib/minimumCloset";
+import {
+  getMinimumClosetProgress,
+  getSuggestedAddItemCategory,
+  MINIMUM_CLOSET_TARGETS,
+  MINIMUM_CLOSET_UNLOCK_ITEM_COUNT,
+} from "@/src/lib/minimumCloset";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
@@ -162,6 +167,16 @@ const STATUS_OPTIONS: { key: "ALL" | ClothingStatus; label: string }[] = [
 
 const PROCESSING_STALE_TIMEOUT_MS = 15 * 60 * 1000;
 const DEBUG_CLOSET_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+const FIRST_CLOSET_AURA_PROMPT =
+  "My closet is empty. What should I add first so AURA can build strong outfits? Give me a concise starter plan with tops, bottoms, footwear, one layer, and one accessory.";
+
+const FIRST_CLOSET_TARGETS = [
+  { key: "tops", label: "Tops", target: MINIMUM_CLOSET_TARGETS.tops },
+  { key: "bottoms", label: "Bottoms", target: MINIMUM_CLOSET_TARGETS.bottoms },
+  { key: "footwear", label: "Footwear", target: MINIMUM_CLOSET_TARGETS.footwear },
+  { key: "outerwear", label: "Outerwear", target: MINIMUM_CLOSET_TARGETS.outerwear },
+  { key: "accessories", label: "Accessory", target: MINIMUM_CLOSET_TARGETS.accessories },
+] as const;
 
 function debugClosetLog(...args: Parameters<typeof console.log>) {
   if (DEBUG_CLOSET_CLIENT) {
@@ -353,25 +368,13 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
       style={{
         borderRadius: layout.largeRadius,
         borderWidth: 1,
-        borderColor: "rgba(255,255,255,0.1)",
-        backgroundColor: "rgba(255,255,255,0.045)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceElevated,
         padding: layout.cardPadding + 2,
         gap: 16,
         overflow: "hidden",
       }}
     >
-      <View
-        pointerEvents="none"
-        style={{
-          position: "absolute",
-          top: -42,
-          right: -36,
-          width: 128,
-          height: 128,
-          borderRadius: 999,
-          backgroundColor: "rgba(167,139,250,0.12)",
-        }}
-      />
       <View
         style={{
           width: 44,
@@ -379,9 +382,9 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
           borderRadius: 999,
           alignItems: "center",
           justifyContent: "center",
-          backgroundColor: "rgba(237,233,227,0.1)",
+          backgroundColor: colors.purpleSurface,
           borderWidth: 1,
-          borderColor: "rgba(237,233,227,0.16)",
+          borderColor: colors.purpleBorder,
         }}
       >
         <Ionicons name={filtered ? "search-outline" : "shirt-outline"} size={21} color={colors.ctaCream} />
@@ -396,6 +399,39 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
             : "Add a few clean photos so AURA can start building outfits from what you actually own."}
         </Text>
       </View>
+      {!filtered ? (
+        <View style={{ gap: 10 }}>
+          <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 1 }}>
+            {MINIMUM_CLOSET_UNLOCK_ITEM_COUNT}-PIECE STYLE CORE
+          </Text>
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+            {FIRST_CLOSET_TARGETS.map((target) => (
+              <View
+                key={target.key}
+                style={{
+                  flexGrow: 1,
+                  flexBasis: "30%",
+                  minWidth: 104,
+                  borderRadius: 8,
+                  borderWidth: 1,
+                  borderColor: colors.border,
+                  backgroundColor: colors.chipBackground,
+                  paddingHorizontal: 10,
+                  paddingVertical: 9,
+                  gap: 2,
+                }}
+              >
+                <Text style={{ color: colors.text, fontSize: 17, lineHeight: 21, fontWeight: "900" }}>
+                  {target.target}
+                </Text>
+                <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }} numberOfLines={1}>
+                  {target.label}
+                </Text>
+              </View>
+            ))}
+          </View>
+        </View>
+      ) : null}
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
         <AuraPressable
           onPress={filtered ? onClearFilters : onAddItem}
@@ -421,13 +457,15 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
           style={{
             borderRadius: 999,
             borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.12)",
-            backgroundColor: "rgba(255,255,255,0.05)",
+            borderColor: colors.border,
+            backgroundColor: colors.surfaceSoft,
             paddingHorizontal: 14,
             paddingVertical: 10,
           }}
         >
-          <Text style={{ color: colors.text, fontSize: 13, fontWeight: "900" }}>Ask AURA</Text>
+          <Text style={{ color: colors.text, fontSize: 13, fontWeight: "900" }}>
+            {filtered ? "Ask AURA" : "Ask AURA what to add first"}
+          </Text>
         </AuraPressable>
       </View>
     </View>
@@ -1390,7 +1428,19 @@ export default function ClosetScreen() {
       <ClosetEmptyState
         filtered={visibleItems.length > 0}
         onAddItem={() => router.push("/(tabs)/add")}
-        onAskAura={() => router.push("/(tabs)/ai")}
+        onAskAura={() => {
+          if (visibleItems.length > 0) {
+            router.push("/(tabs)/ai");
+            return;
+          }
+          router.push({
+            pathname: "/(tabs)/ai",
+            params: {
+              prompt: FIRST_CLOSET_AURA_PROMPT,
+              promptKey: `closet-empty-${Date.now()}`,
+            },
+          });
+        }}
         onClearFilters={clearFilters}
       />
     );
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index 7d4b5fc..e378295 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -1,3 +1,4 @@
+import { Ionicons } from "@expo/vector-icons";
 import { router, useFocusEffect } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
 import {
@@ -14,6 +15,7 @@ import {
 import ContinueSection from "@/src/components/home/ContinueSection";
 import ContinueChatCard from "@/src/components/home/ContinueChatCard";
 import MinimumClosetProgressCard from "@/src/components/closet/MinimumClosetProgressCard";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import AuraLookModule from "@/src/components/home/AuraLookModule";
 import HomeHero from "@/src/components/home/HomeHero";
 import InsightCard from "@/src/components/home/InsightCard";
@@ -21,6 +23,7 @@ import QuickActionRail, { type QuickActionItem } from "@/src/components/home/Qui
 import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartToolsGrid";
 import { HOME_DEFERRED_FEATURES } from "@/src/components/home/homeDeferredFeatures";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import type { AppColors } from "@/constants/theme";
 import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
 import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { useAuth } from "@/src/hooks/useAuth";
@@ -33,7 +36,12 @@ import { loadChatMessages, loadLatestChatThread, type AIChatThread } from "@/src
 import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
 import { loadLatestSavedAuraLook } from "@/src/lib/auraLooks";
 import { listenToItems, normalizeLaundryStatus } from "@/src/lib/items";
-import { getMinimumClosetProgress, getSuggestedAddItemCategory } from "@/src/lib/minimumCloset";
+import {
+  getMinimumClosetProgress,
+  getSuggestedAddItemCategory,
+  MINIMUM_CLOSET_TARGETS,
+  MINIMUM_CLOSET_UNLOCK_ITEM_COUNT,
+} from "@/src/lib/minimumCloset";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import {
@@ -47,6 +55,17 @@ import type { AuraLook, AuraLookAction, AuraResponse } from "@/src/types/aura";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 import { subscribeOutfitByDate, type DailyOutfitRecord } from "@/src/utils/dailyOutfits";
 
+const FIRST_CLOSET_AURA_PROMPT =
+  "My closet is empty. What should I add first so AURA can build strong outfits? Give me a concise starter plan with tops, bottoms, footwear, one layer, and one accessory.";
+
+const FIRST_CLOSET_TARGETS = [
+  { key: "tops", label: "Tops", target: MINIMUM_CLOSET_TARGETS.tops },
+  { key: "bottoms", label: "Bottoms", target: MINIMUM_CLOSET_TARGETS.bottoms },
+  { key: "footwear", label: "Footwear", target: MINIMUM_CLOSET_TARGETS.footwear },
+  { key: "outerwear", label: "Outerwear", target: MINIMUM_CLOSET_TARGETS.outerwear },
+  { key: "accessories", label: "Accessory", target: MINIMUM_CLOSET_TARGETS.accessories },
+] as const;
+
 function toMillis(value: unknown): number {
   if (typeof value === "number" && Number.isFinite(value)) return value;
   if (value instanceof Date) return value.getTime();
@@ -91,6 +110,131 @@ function RevealSection({
   );
 }
 
+function BuildFirstClosetSection({
+  colors,
+  onAddFirstItem,
+  onAskAura,
+}: {
+  colors: AppColors;
+  onAddFirstItem: () => void;
+  onAskAura: () => void;
+}) {
+  const layout = useResponsiveLayout();
+
+  return (
+    <View
+      style={{
+        borderRadius: layout.largeRadius,
+        padding: layout.cardPadding + 2,
+        backgroundColor: colors.surfaceElevated,
+        borderWidth: 1,
+        borderColor: colors.border,
+        gap: 16,
+      }}
+    >
+      <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 12 }}>
+        <View
+          style={{
+            width: 44,
+            height: 44,
+            borderRadius: 999,
+            alignItems: "center",
+            justifyContent: "center",
+            backgroundColor: colors.purpleSurface,
+            borderWidth: 1,
+            borderColor: colors.purpleBorder,
+          }}
+        >
+          <Ionicons name="shirt-outline" size={21} color={colors.ctaCream} />
+        </View>
+        <View style={{ flex: 1, gap: 6 }}>
+          <Text style={[homeTypography.label, { color: colors.lightPurple }]}>FIRST VALUE</Text>
+          <Text style={[homeTypography.titleSmall, { color: colors.text }]}>
+            Build your first closet
+          </Text>
+          <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, opacity: 0.84 }]}>
+            Add {MINIMUM_CLOSET_UNLOCK_ITEM_COUNT} core pieces and AURA can start giving sharper outfit ideas from what you actually own.
+          </Text>
+        </View>
+      </View>
+
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+        {FIRST_CLOSET_TARGETS.map((target) => (
+          <View
+            key={target.key}
+            style={{
+              flexGrow: 1,
+              flexBasis: "30%",
+              minWidth: 104,
+              borderRadius: 8,
+              paddingVertical: 9,
+              paddingHorizontal: 10,
+              backgroundColor: colors.chipBackground,
+              borderWidth: 1,
+              borderColor: colors.border,
+              gap: 2,
+            }}
+          >
+            <Text style={[homeTypography.titleSmall, { color: colors.text, fontSize: 17, lineHeight: 21 }]}>
+              {target.target}
+            </Text>
+            <Text style={[homeTypography.caption, { color: colors.textSecondary }]} numberOfLines={1}>
+              {target.label}
+            </Text>
+          </View>
+        ))}
+      </View>
+
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
+        <AuraPressable
+          onPress={onAddFirstItem}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          style={{
+            minHeight: 44,
+            borderRadius: layout.pillRadius,
+            paddingHorizontal: 14,
+            alignItems: "center",
+            justifyContent: "center",
+            flexDirection: "row",
+            gap: 8,
+            backgroundColor: colors.ctaCream,
+          }}
+        >
+          <Ionicons name="add" size={16} color={colors.ctaText} />
+          <Text style={[homeTypography.caption, { color: colors.ctaText, fontWeight: "900" }]}>
+            Add first item
+          </Text>
+        </AuraPressable>
+        <AuraPressable
+          onPress={onAskAura}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          style={{
+            minHeight: 44,
+            borderRadius: layout.pillRadius,
+            paddingHorizontal: 14,
+            alignItems: "center",
+            justifyContent: "center",
+            flexDirection: "row",
+            gap: 8,
+            backgroundColor: colors.surfaceSoft,
+            borderWidth: 1,
+            borderColor: colors.border,
+          }}
+        >
+          <Ionicons name="sparkles-outline" size={15} color={colors.text} />
+          <Text style={[homeTypography.caption, { color: colors.text, fontWeight: "900" }]}>
+            Ask AURA what to add first
+          </Text>
+        </AuraPressable>
+      </View>
+    </View>
+  );
+}
+
 export default function HomeScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -363,6 +507,7 @@ export default function HomeScreen() {
   const hasMinimalWardrobe = availableCount < 4;
   const minimumClosetProgress = useMemo(() => getMinimumClosetProgress(items), [items]);
   const showMinimumClosetCard = !minimumClosetProgress.isUnlocked;
+  const hasNoClosetItems = items.length === 0;
   const openAddMissingItem = React.useCallback(() => {
     const suggestedCategory = getSuggestedAddItemCategory(items);
     router.push({
@@ -826,6 +971,16 @@ export default function HomeScreen() {
           />
         </RevealSection>
 
+        {hasNoClosetItems ? (
+          <RevealSection delay={20}>
+            <BuildFirstClosetSection
+              colors={colors}
+              onAddFirstItem={openAddMissingItem}
+              onAskAura={() => openAIWithPrompt(FIRST_CLOSET_AURA_PROMPT)}
+            />
+          </RevealSection>
+        ) : null}
+
         <RevealSection delay={40}>
           <View style={{ gap: 10 }}>
             <View style={{ gap: 2 }}>

From e67def296f4ad7127227e714c16cd75083e5adf6 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 01:02:47 -0500
Subject: [PATCH 59/93] polish(aura): improve empty error and retry states

---
 app/(tabs)/ai.tsx                   | 181 ++++++++++++++++++++--------
 src/components/ai/AuraReplyCard.tsx |   8 +-
 src/components/ai/ChatList.tsx      |  28 +++--
 src/components/ai/ChatMessage.tsx   |  56 +++++++--
 4 files changed, 204 insertions(+), 69 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index a7c4902..271b643 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -85,7 +85,7 @@ const CHAT_BOTTOM_BREATHING_ROOM = 18;
 const STREAM_FLUSH_INTERVAL_MS = 24;
 const AURA_REPLY_START_HAPTIC = "light" as const;
 const AURA_REPLY_FINISH_HAPTIC = "selection" as const;
-const AURA_OFFLINE_MESSAGE = "AURA is having trouble connecting right now. Try again in a moment.";
+const AURA_OFFLINE_MESSAGE = "AURA couldn't finish that. Check your connection and try again.";
 const AURA_DRAFT_FAILURE_MESSAGE = "I couldn't create that wardrobe draft. Please try again.";
 const AURA_ATTACHMENT_FAILURE_MESSAGE = "I couldn't upload that attachment. Please try again.";
 const RECENT_CHAT_LIMIT = 24;
@@ -98,9 +98,13 @@ const OUTERWEAR_REQUEST_RE =
 const AURA_EMPTY_STATE_CHIPS = [
   "Style me today",
   "Build from my closet",
-  "Help me pick an outfit",
+  "Polish this outfit",
   "What should I wear tonight?",
 ];
+type AskAuraOptions = {
+  retryUserMessage?: AIMessage;
+  removeMessageId?: string;
+};
 type OptionalAudioRecorder = {
   uri: string | null;
   prepareToRecordAsync: () => Promise<void>;
@@ -166,65 +170,63 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
       style={{
         marginHorizontal: Math.max(12, layout.horizontalPadding - 4),
         marginBottom: 10,
-        borderRadius: 28,
+        borderRadius: 24,
         overflow: "hidden",
-        borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: colors.surfaceGlass,
-        padding: layout.screenSize === "compact" ? 18 : 22,
-        gap: 18,
+        borderWidth: 0.75,
+        borderColor: "rgba(255,255,255,0.075)",
+        backgroundColor: "rgba(12,13,19,0.74)",
+        padding: layout.screenSize === "compact" ? 14 : 16,
+        gap: 13,
       }}
     >
       <LinearGradient
         pointerEvents="none"
-        colors={[colors.purpleSurfaceStrong, colors.warmGlow, colors.surfaceGlass]}
+        colors={["rgba(124,92,255,0.12)", "rgba(255,255,255,0.022)", "transparent"]}
         start={{ x: 0, y: 0 }}
         end={{ x: 1, y: 1 }}
         style={{ position: "absolute", inset: 0 }}
       />
-      <View style={{ alignItems: "center", gap: 14 }}>
-        <View style={{ width: 104, height: 104, alignItems: "center", justifyContent: "center" }}>
-          <AnimatedAuraRing size={96} stroke={2} rotationDuration={5200} />
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
+        <View style={{ width: 42, height: 42, alignItems: "center", justifyContent: "center" }}>
+          <AnimatedAuraRing size={38} stroke={1.5} rotationDuration={5200} />
           <Text
             pointerEvents="none"
             style={{
               position: "absolute",
               color: colors.text,
-              fontSize: 16,
+              fontSize: 9,
               fontWeight: "900",
-              letterSpacing: 1.4,
+              letterSpacing: 0.8,
             }}
           >
             AURA
           </Text>
         </View>
-        <View style={{ gap: 7, alignItems: "center" }}>
+        <View style={{ flex: 1, gap: 4 }}>
           <Text
             style={{
               color: colors.text,
-              fontSize: layout.screenSize === "compact" ? 23 : 25,
-              lineHeight: layout.screenSize === "compact" ? 29 : 31,
+              fontSize: layout.screenSize === "compact" ? 17 : 18,
+              lineHeight: layout.screenSize === "compact" ? 22 : 23,
               fontWeight: "900",
-              textAlign: "center",
+              letterSpacing: 0,
             }}
           >
-            What are we styling today?
+            Ask your stylist
           </Text>
           <Text
             style={{
               color: colors.textSecondary,
-              fontSize: 14,
-              lineHeight: 21,
+              fontSize: 12.5,
+              lineHeight: 18,
               fontWeight: "600",
-              textAlign: "center",
-              maxWidth: 300,
             }}
           >
-            AURA can style outfits from your closet, plan around the day, and keep the result grounded in pieces you actually own.
+            Start with a plan, a photo, or a closet question.
           </Text>
         </View>
       </View>
-      <View style={{ flexDirection: "row", flexWrap: "wrap", justifyContent: "center", gap: 8 }}>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
         {AURA_EMPTY_STATE_CHIPS.map((chip) => (
           <AuraPressable
             key={chip}
@@ -235,14 +237,14 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
             pressedOpacity={0.88}
             style={{
               borderRadius: 999,
-              paddingHorizontal: 12,
-              paddingVertical: 9,
-              backgroundColor: colors.chipBackground,
-              borderWidth: 1,
-              borderColor: colors.border,
+              paddingHorizontal: 10,
+              paddingVertical: 7,
+              backgroundColor: "rgba(255,255,255,0.035)",
+              borderWidth: 0.75,
+              borderColor: "rgba(255,255,255,0.075)",
             }}
           >
-            <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>{chip}</Text>
+            <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "800" }}>{chip}</Text>
           </AuraPressable>
         ))}
       </View>
@@ -866,10 +868,16 @@ function userFacingAuraError(error: unknown) {
     return AURA_DRAFT_FAILURE_MESSAGE;
   }
   if (lower.includes("parse") || lower.includes("json")) {
-    return "I couldn't parse AURA's response. Please try again.";
+    return "AURA had trouble reading that response. Try once more.";
   }
-  if (lower.includes("network") || lower.includes("request failed") || lower.includes("timed out")) {
-    return "I couldn't reach AURA right now. Please try again in a moment.";
+  if (
+    lower.includes("network") ||
+    lower.includes("request failed") ||
+    lower.includes("timed out") ||
+    lower.includes("offline") ||
+    lower.includes("unavailable")
+  ) {
+    return AURA_OFFLINE_MESSAGE;
   }
   return AURA_OFFLINE_MESSAGE;
 }
@@ -1298,14 +1306,20 @@ export default function AIScreen() {
   }, [layout.height]);
 
   const handleAsk = React.useCallback(
-    async (override?: string) => {
+    async (override?: string, options?: AskAuraOptions) => {
       if (!uid) {
         Alert.alert("AURA", "Please sign in to chat with AURA.");
         return;
       }
 
-      const prompt = String(override ?? message).trim();
-      const outgoingAttachments = override ? [] : pendingAttachments;
+      const retryUserMessage = options?.retryUserMessage;
+      const isRetry = !!retryUserMessage;
+      const prompt = String(retryUserMessage?.text ?? override ?? message).trim();
+      const outgoingAttachments = retryUserMessage
+        ? retryUserMessage.attachments ?? []
+        : override
+          ? []
+          : pendingAttachments;
       if ((!prompt && outgoingAttachments.length === 0) || loading) return;
       stopStreamingRequestedRef.current = false;
 
@@ -1330,7 +1344,9 @@ export default function AIScreen() {
       setLoading(true);
       let uploadedAttachments = outgoingAttachments;
       try {
-        uploadedAttachments = outgoingAttachments.length
+        uploadedAttachments = isRetry
+          ? outgoingAttachments
+          : outgoingAttachments.length
           ? await uploadAuraAttachments(uid, outgoingAttachments)
           : [];
         if (DEBUG_AURA_CLIENT) {
@@ -1366,24 +1382,40 @@ export default function AIScreen() {
         return;
       }
 
-      const userMessage = createUserMessageWithAttachments(prompt, uploadedAttachments);
+      const userMessage = retryUserMessage ?? createUserMessageWithAttachments(prompt, uploadedAttachments);
       logAuraChatState("message_created", {
         messageId: userMessage.id,
         type: userMessage.type,
         kind: userMessage.kind,
         attachmentCount: uploadedAttachments.length,
+        retry: isRetry,
       });
       const chatSeedText = buildChatSeedText(prompt, uploadedAttachments);
-      const nextLocalMessages = orderChatMessages([...latestMessagesRef.current, userMessage]);
-      const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, latestMessagesRef.current);
+      const baselineMessages = latestMessagesRef.current.filter(
+        (entry) => entry.id !== options?.removeMessageId,
+      );
+      const retryBaselineMessages =
+        isRetry && !baselineMessages.some((entry) => entry.id === userMessage.id)
+          ? [...baselineMessages, userMessage]
+          : baselineMessages;
+      const nextLocalMessages = orderChatMessages(
+        isRetry ? retryBaselineMessages : [...retryBaselineMessages, userMessage],
+      );
+      const requestHistoryMessages = isRetry
+        ? nextLocalMessages.filter(
+            (entry) => !(entry.type === "assistant" && entry.replyToMessageId === userMessage.id),
+          )
+        : nextLocalMessages;
+      const historyMessagesBeforeRequest = isRetry ? retryBaselineMessages : latestMessagesRef.current;
+      const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, historyMessagesBeforeRequest);
       const shouldForceStructuredBatch = wantsStructuredOutfitBatch(
         prompt,
         uploadedAttachments.length,
-        latestMessagesRef.current,
+        historyMessagesBeforeRequest,
       );
       setMessages(nextLocalMessages);
       setFocusMessageId(userMessage.id);
-      if (!override) {
+      if (!override && !isRetry) {
         setMessage("");
         setPendingAttachments([]);
       }
@@ -1412,7 +1444,9 @@ export default function AIScreen() {
         }
 
         void updateAuraSessionContextFromPrompt(uid, chatId, prompt);
-        await appendMessageToChat(uid, chatId, userMessage, { titleFromUserText: chatSeedText });
+        if (!isRetry) {
+          await appendMessageToChat(uid, chatId, userMessage, { titleFromUserText: chatSeedText });
+        }
 
         const imageIntent = classifyAuraImageIntent(prompt, uploadedAttachments);
         if (DEBUG_AURA_CLIENT) {
@@ -1614,7 +1648,7 @@ export default function AIScreen() {
             message: prompt,
             chatId,
             attachments: uploadedAttachments,
-            history: buildAuraHistory(nextLocalMessages),
+            history: buildAuraHistory(requestHistoryMessages),
             clientIntent: imageIntent,
             clientContext: {
               minimumCloset: minimumClosetSummary,
@@ -1766,6 +1800,7 @@ export default function AIScreen() {
           }
           return;
         }
+        flushStreamingTextNow?.();
         streamFinalized = true;
         cancelStreamingFlush?.();
         if (DEBUG_AURA_CLIENT) {
@@ -1778,8 +1813,33 @@ export default function AIScreen() {
           });
         }
         const fallback = userFacingAuraError(error);
-        setMessages((prev) => orderChatMessages(appendUniqueSystemMessage(prev, fallback, streamingMessageId)));
-        Toast.error("AURA paused", fallback);
+        const partialText = streamedTextSoFar.trim();
+        const partialAssistantMessage: AIMessage | null = partialText
+          ? {
+              id: streamingMessageId,
+              type: "assistant",
+              kind: "aura_text",
+              text: partialText,
+              streaming: false,
+              createdAt: streamingMessageCreatedAt,
+              clientCreatedAt: streamingMessageCreatedAt,
+              localSequence: streamingMessageLocalSequence,
+              replyToMessageId: userMessage.id,
+            }
+          : null;
+        setMessages((prev) => {
+          const withPartial = partialAssistantMessage
+            ? updateMessageById(prev, streamingMessageId, () => partialAssistantMessage)
+            : prev;
+          return orderChatMessages(
+            appendUniqueSystemMessage(
+              withPartial,
+              fallback,
+              partialAssistantMessage ? undefined : streamingMessageId,
+            ),
+          );
+        });
+        Toast.error("AURA couldn't finish", fallback);
       } finally {
         cancelStreamingFlush?.();
         if (activeStreamController && streamAbortControllerRef.current === activeStreamController) {
@@ -1798,6 +1858,32 @@ export default function AIScreen() {
     void runHaptic("selection");
   }, []);
 
+  const handleRetryAuraResponse = React.useCallback(
+    (sourceMessage: AIMessage) => {
+      if (loading) return;
+      const currentMessages = latestMessagesRef.current;
+      const sourceIndex = currentMessages.findIndex((entry) => entry.id === sourceMessage.id);
+      const startIndex = sourceIndex >= 0 ? sourceIndex - 1 : currentMessages.length - 1;
+      let retryUserMessage: AIMessage | null = null;
+      for (let index = startIndex; index >= 0; index -= 1) {
+        const candidate = currentMessages[index];
+        if (candidate?.type === "user") {
+          retryUserMessage = candidate;
+          break;
+        }
+      }
+      if (!retryUserMessage) {
+        Toast.error("Nothing to retry", "Send a new message and AURA will pick it up.");
+        return;
+      }
+      void handleAsk(undefined, {
+        retryUserMessage,
+        removeMessageId: sourceMessage.id,
+      });
+    },
+    [handleAsk, loading],
+  );
+
   const handleAuraLookAction = React.useCallback(
     async (
       action: AuraLookAction,
@@ -2169,6 +2255,7 @@ export default function AIScreen() {
           onAuraCandidateAction={handleAuraCandidateAction}
           onAuraOutfitPhotoAction={handleAuraOutfitPhotoAction}
           onAuraLaundryAction={handleAuraLaundryAction}
+          onRetryAuraResponse={handleRetryAuraResponse}
           />
           {showKeyboardWatermark ? (
             <Text
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index 0b7be02..736ee11 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -16,6 +16,7 @@ import {
 } from "@/src/constants/auraControls";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { runHaptic } from "@/src/lib/haptics";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLook, AuraLookOptionMeta, AuraOutfitPhotoAction, AuraResponse } from "@/src/types/aura";
@@ -658,11 +659,16 @@ function FeedbackChip({
     }).start();
   }
 
+  function handlePress() {
+    void runHaptic("selection");
+    onPress();
+  }
+
   return (
     <Animated.View style={{ transform: [{ scale }] }}>
       <Pressable
         hitSlop={8}
-        onPress={onPress}
+        onPress={handlePress}
         onPressIn={() => animateTo(0.96)}
         onPressOut={() => animateTo(1)}
         style={({ pressed }) => ({
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index 3883f39..2699f12 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -7,7 +7,6 @@ import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLookAction
 
 import ChatMessage from "./ChatMessage";
 import type { AIMessage } from "./chatTypes";
-import { auraTheme } from "./aiTheme";
 
 const FOLLOW_DISTANCE_THRESHOLD = 96;
 const FOCUS_MESSAGE_VIEW_POSITION = 0;
@@ -78,25 +77,30 @@ function TypingBubble({ colors }: { colors: AppColors }) {
     <View style={{ alignItems: "flex-start" }}>
       <View
         style={{
-          borderRadius: 20,
-          paddingHorizontal: 14,
-          paddingVertical: 11,
-          backgroundColor: auraTheme.surface,
-          borderWidth: 1,
-          borderColor: auraTheme.borderSoft,
+          borderRadius: 18,
+          paddingHorizontal: 12,
+          paddingVertical: 9,
+          backgroundColor: "rgba(255,255,255,0.032)",
+          borderWidth: 0.75,
+          borderColor: "rgba(255,255,255,0.07)",
           flexDirection: "row",
+          alignItems: "center",
           gap: 8,
         }}
       >
+        <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>Thinking</Text>
         {[0, 1, 2].map((index) => (
           <Animated.View
             key={index}
             style={{
-              width: 8,
-              height: 8,
+              width: 5,
+              height: 5,
               borderRadius: 999,
               backgroundColor: colors.textSecondary,
-              opacity: pulse,
+              opacity: pulse.interpolate({
+                inputRange: [0.45, 1],
+                outputRange: [0.35 + index * 0.12, 0.95 - index * 0.1],
+              }),
             }}
           />
         ))}
@@ -123,6 +127,7 @@ export default function ChatList({
   onAuraCandidateAction,
   onAuraOutfitPhotoAction,
   onAuraLaundryAction,
+  onRetryAuraResponse,
 }: {
   colors: AppColors;
   messages: AIMessage[];
@@ -146,6 +151,7 @@ export default function ChatList({
   onAuraCandidateAction?: (action: AuraCandidateAction, message: AIMessage) => void;
   onAuraOutfitPhotoAction?: (action: AuraOutfitPhotoAction, message: AIMessage) => void;
   onAuraLaundryAction?: (action: AuraLaundryConfirmationAction, message: AIMessage) => void;
+  onRetryAuraResponse?: (message: AIMessage) => void;
 }) {
   const listRef = useRef<FlatList<AIMessage>>(null);
   const previousCountRef = useRef(messages.length);
@@ -424,6 +430,7 @@ export default function ChatList({
               onAuraCandidateAction={onAuraCandidateAction}
               onAuraOutfitPhotoAction={onAuraOutfitPhotoAction}
               onAuraLaundryAction={onAuraLaundryAction}
+              onRetryAuraResponse={onRetryAuraResponse}
             />
           </View>
         </ChatErrorBoundary>
@@ -438,6 +445,7 @@ export default function ChatList({
       onAuraLaundryAction,
       onAuraOutfitPhotoAction,
       onMoreLikeThis,
+      onRetryAuraResponse,
       onSaveOutfit,
       onSwapOutfit,
       savingId,
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 07c7f2c..2fb1ea4 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -1,3 +1,4 @@
+import { Ionicons } from "@expo/vector-icons";
 import React, { useEffect, useRef, useState } from "react";
 import { Animated, Easing, Image, Text, View } from "react-native";
 import Reanimated, {
@@ -9,6 +10,7 @@ import Reanimated, {
 
 import { Fonts, type AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
+import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
 import { sanitizeDisplayText } from "@/src/lib/text";
@@ -178,6 +180,7 @@ type ChatMessageProps = {
   onAuraCandidateAction?: (action: AuraCandidateAction, message: AIMessage) => void;
   onAuraOutfitPhotoAction?: (action: AuraOutfitPhotoAction, message: AIMessage) => void;
   onAuraLaundryAction?: (action: AuraLaundryConfirmationAction, message: AIMessage) => void;
+  onRetryAuraResponse?: (message: AIMessage) => void;
 };
 
 function ChatMessage({
@@ -193,6 +196,7 @@ function ChatMessage({
   onAuraCandidateAction,
   onAuraOutfitPhotoAction,
   onAuraLaundryAction,
+  onRetryAuraResponse,
 }: ChatMessageProps) {
   const layout = useResponsiveLayout();
   const fade = useRef(new Animated.Value(0)).current;
@@ -391,6 +395,7 @@ function ChatMessage({
       (displayText ?? "").startsWith("Try this today:") ||
       (displayText ?? "").startsWith("Stylist note:");
     const isError = /\b(trouble|couldn'?t|could not|failed|unavailable|unable|try again)\b/i.test(displayText ?? "");
+    const canRetry = isError && !!onRetryAuraResponse;
     return (
       <Animated.View
         style={{
@@ -401,28 +406,57 @@ function ChatMessage({
       >
         <View
           style={{
-            borderRadius: isSuggestion || isError ? 20 : 999,
-            paddingHorizontal: isSuggestion || isError ? 16 : 14,
-            paddingVertical: isSuggestion || isError ? 14 : 8,
+            borderRadius: isSuggestion || isError ? 18 : 999,
+            paddingHorizontal: isSuggestion || isError ? 13 : 14,
+            paddingVertical: isSuggestion || isError ? 12 : 8,
             backgroundColor: isError
-              ? colors.surfaceElevated
+              ? "rgba(255,255,255,0.035)"
               : isSuggestion
                 ? assistantSurface
                 : colors.surfaceSoft,
-            borderWidth: isSuggestion || isError ? 1 : 0,
-            borderColor: isError ? colors.danger : isSuggestion ? assistantBorder : "transparent",
+            borderWidth: isSuggestion || isError ? 0.75 : 0,
+            borderColor: isError ? "rgba(255,255,255,0.075)" : isSuggestion ? assistantBorder : "transparent",
             marginLeft: isSuggestion || isError ? 0 : 10,
-            maxWidth: isSuggestion || isError ? "100%" : "74%",
+            maxWidth: isSuggestion || isError ? "94%" : "74%",
           }}
         >
           {isSuggestion || isError ? (
-            <View style={{ gap: 6 }}>
-              <Text style={{ color: isError ? colors.danger : labelTextColor, fontSize: 11, fontWeight: "800", letterSpacing: 0.8 }}>
-                {isError ? "AURA PAUSED" : "AURA NOTE"}
+            <View style={{ gap: 8 }}>
+              <Text style={{ color: labelTextColor, fontSize: 10.5, fontWeight: "800", letterSpacing: 0 }}>
+                {isError ? "AURA couldn't finish" : "AURA note"}
               </Text>
-              <Text style={{ color: colors.text, fontSize: 14, lineHeight: 20, fontWeight: "600" }}>
+              <Text selectable={isError} style={{ color: isError ? colors.textSecondary : colors.text, fontSize: 13.5, lineHeight: 20, fontWeight: "600" }}>
                 {displayText}
               </Text>
+              {canRetry ? (
+                <AuraPressable
+                  onPress={() => onRetryAuraResponse?.(message)}
+                  haptic="selection"
+                  hapticTrigger="press"
+                  pressedScale={0.97}
+                  pressedOpacity={0.88}
+                  accessibilityRole="button"
+                  accessibilityLabel="Retry AURA response"
+                  style={{
+                    alignSelf: "flex-start",
+                    minHeight: 30,
+                    borderRadius: 999,
+                    paddingHorizontal: 10,
+                    paddingVertical: 0,
+                    backgroundColor: "rgba(255,255,255,0.045)",
+                    borderWidth: 0.75,
+                    borderColor: "rgba(255,255,255,0.09)",
+                    flexDirection: "row",
+                    alignItems: "center",
+                    gap: 6,
+                  }}
+                >
+                  <Ionicons name="refresh-outline" size={13} color={colors.text} />
+                  <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>
+                    Retry
+                  </Text>
+                </AuraPressable>
+              ) : null}
             </View>
           ) : (
             <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "600" }}>{displayText}</Text>

From 3cd08f973d0e36f67e8efdc85b451df192f534df Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 01:12:36 -0500
Subject: [PATCH 60/93] Polish AURA outfit card touch targets

---
 src/components/aura/AuraLookCard.tsx | 125 ++++++++++++++++-----------
 1 file changed, 73 insertions(+), 52 deletions(-)

diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index 3c8b160..12b1926 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -19,7 +19,7 @@ import {
   useWindowDimensions,
 } from "react-native";
 
-import type { AppColors } from "@/constants/theme";
+import { auraColors, type AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -59,6 +59,7 @@ const BOARD_MAX_WIDTH = 760;
 const HOME_BOARD_MAX_WIDTH = 520;
 const BOARD_ASPECT_RATIO = 1;
 const HOME_BOARD_ASPECT_RATIO = 0.72;
+const ACTION_HIT_SLOP = 6;
 
 function firstNonEmpty<T>(...values: (T | null | undefined)[]): T | undefined {
   return values.find(Boolean) as T | undefined;
@@ -141,7 +142,7 @@ function getItemLabel(item?: AuraLayoutItem | null) {
 }
 
 function getCategoryPadding(category?: string | null, subCategory?: string | null, accessoryType?: string | null) {
-  if (!category) return 8;
+  if (!category) return 10;
   const normalizedCategory = String(category).trim().toLowerCase();
   const normalizedSubCategory = String(subCategory ?? "").trim().toLowerCase();
   const normalizedAccessoryType = String(accessoryType ?? "").trim().toLowerCase();
@@ -150,26 +151,26 @@ function getCategoryPadding(category?: string | null, subCategory?: string | nul
 
   switch (normalizedCategory) {
     case "top":
-      return 8;
+      return 10;
     case "outerwear":
-      return 6;
+      return 8;
     case "bottom":
-      return 4;
+      return 6;
     case "footwear":
     case "shoes":
-      return 6;
+      return 8;
     case "one_piece":
-      return 4;
+      return 6;
     case "accessory":
-      if (matchesAccessory(["bag", "backpack", "tote_bag", "tote", "clutch", "crossbody", "shoulder_bag", "mini_bag"])) return 6;
-      if (matchesAccessory(["sunglasses", "glasses"])) return 10;
-      if (matchesAccessory(["cap", "hat", "beanie", "bucket_hat"])) return 8;
-      if (matchesAccessory(["perfume", "cologne", "fragrance"])) return 8;
-      if (matchesAccessory(["necklace", "chain", "chain_belt", "jewelry", "jewellery"])) return 12;
-      if (matchesAccessory(["belt"])) return 2;
-      return 8;
+      if (matchesAccessory(["bag", "backpack", "tote_bag", "tote", "clutch", "crossbody", "shoulder_bag", "mini_bag"])) return 10;
+      if (matchesAccessory(["sunglasses", "glasses"])) return 12;
+      if (matchesAccessory(["cap", "hat", "beanie", "bucket_hat"])) return 10;
+      if (matchesAccessory(["perfume", "cologne", "fragrance"])) return 10;
+      if (matchesAccessory(["necklace", "chain", "chain_belt", "jewelry", "jewellery"])) return 14;
+      if (matchesAccessory(["belt"])) return 4;
+      return 12;
     default:
-      return 8;
+      return 10;
   }
 }
 
@@ -378,7 +379,17 @@ export const AuraLookCard = memo(function AuraLookCard({
         isHome ? styles.boardHome : null,
         swipeVariant ? styles.boardSwipe : null,
         isStudio ? styles.boardStudio : null,
-        { width: boardWidth, height: boardHeight, backgroundColor: colors.outfitBoardBackground },
+        {
+          width: boardWidth,
+          height: boardHeight,
+          backgroundColor: colors.boardLight,
+          borderColor: colors.borderWarm,
+          shadowColor: colors.ctaCream,
+          shadowOpacity: 0.08,
+          shadowRadius: 14,
+          shadowOffset: { width: 0, height: 8 },
+          elevation: 2,
+        },
       ]}
     >
       <AccessoryStrip
@@ -507,7 +518,7 @@ export const AuraLookCard = memo(function AuraLookCard({
                 style={[
                   styles.closetChip,
                   isHome ? styles.closetChipHome : null,
-                  { backgroundColor: "rgba(124,92,255,0.095)", borderColor: "rgba(167,139,250,0.16)" },
+                  { backgroundColor: colors.purpleSurface, borderColor: colors.purpleBorder },
                 ]}
               >
                 <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
@@ -541,7 +552,7 @@ export const AuraLookCard = memo(function AuraLookCard({
                 style={[
                   styles.closetChip,
                   isHome ? styles.closetChipHome : null,
-                  { backgroundColor: "rgba(255,255,255,0.028)", borderColor: "rgba(255,255,255,0.07)" },
+                  { backgroundColor: colors.chipBackground, borderColor: colors.border },
                 ]}
               >
                 <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
@@ -556,6 +567,7 @@ export const AuraLookCard = memo(function AuraLookCard({
       {!hideActions ? (
         <View style={[styles.actions, isHome ? styles.actionsHome : null]}>
           <AuraPressable
+            hitSlop={ACTION_HIT_SLOP}
             style={[
               styles.actionButton,
               isHome ? styles.actionButtonHome : null,
@@ -574,6 +586,7 @@ export const AuraLookCard = memo(function AuraLookCard({
           </AuraPressable>
 
           <AuraPressable
+            hitSlop={ACTION_HIT_SLOP}
             style={[
               styles.actionButton,
               isHome ? styles.actionButtonHome : null,
@@ -598,6 +611,7 @@ export const AuraLookCard = memo(function AuraLookCard({
         <View style={[styles.tertiaryActions, isHome ? styles.tertiaryActionsHome : null]}>
           {canLikeLook ? (
             <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
@@ -614,6 +628,7 @@ export const AuraLookCard = memo(function AuraLookCard({
           ) : null}
           {canNotMyVibe ? (
             <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
@@ -630,6 +645,7 @@ export const AuraLookCard = memo(function AuraLookCard({
           ) : null}
           {canShowMoreLikeThis ? (
             <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
@@ -646,6 +662,7 @@ export const AuraLookCard = memo(function AuraLookCard({
           ) : null}
           {canLessLikeThis ? (
             <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
@@ -667,6 +684,7 @@ export const AuraLookCard = memo(function AuraLookCard({
         <View style={[styles.tertiaryActions, isHome ? styles.tertiaryActionsHome : null]}>
           {canUseOnlyMyCloset ? (
             <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
@@ -683,6 +701,7 @@ export const AuraLookCard = memo(function AuraLookCard({
           ) : null}
           {canMakeItDressier ? (
             <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
@@ -699,6 +718,7 @@ export const AuraLookCard = memo(function AuraLookCard({
           ) : null}
           {canShopMissingPieces ? (
             <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
@@ -734,14 +754,14 @@ export const AuraLookCard = memo(function AuraLookCard({
 
 const styles = StyleSheet.create({
   card: {
-    gap: 9,
-    paddingHorizontal: 13,
-    paddingTop: 13,
-    paddingBottom: 12,
+    gap: 10,
+    paddingHorizontal: 14,
+    paddingTop: 14,
+    paddingBottom: 13,
     borderRadius: 24,
-    backgroundColor: "#11131A",
+    backgroundColor: auraColors.surface,
     borderWidth: CHIP_BORDER_WIDTH,
-    borderColor: "rgba(255,255,255,0.075)",
+    borderColor: auraColors.borderDark,
   },
   cardCompact: {
     gap: 7,
@@ -770,8 +790,8 @@ const styles = StyleSheet.create({
     paddingTop: 16,
     paddingBottom: 16,
     borderRadius: 30,
-    backgroundColor: "rgba(25,27,38,0.94)",
-    borderColor: "rgba(124,92,255,0.25)",
+    backgroundColor: "rgba(82,43,91,0.72)",
+    borderColor: "rgba(223,182,178,0.28)",
   },
   boardOnlyCard: {
     alignItems: "center",
@@ -796,9 +816,9 @@ const styles = StyleSheet.create({
     flexDirection: "row",
     alignItems: "center",
     gap: 6,
-    backgroundColor: "rgba(255,255,255,0.05)",
+    backgroundColor: "rgba(43,18,76,0.65)",
     borderWidth: CHIP_BORDER_WIDTH,
-    borderColor: "rgba(255,255,255,0.07)",
+    borderColor: auraColors.borderDark,
   },
   headerChipHome: {
     minHeight: 28,
@@ -807,21 +827,21 @@ const styles = StyleSheet.create({
     gap: 6,
   },
   directionChip: {
-    backgroundColor: "rgba(124,92,255,0.12)",
-    borderColor: "rgba(124,92,255,0.25)",
+    backgroundColor: "rgba(133,79,108,0.35)",
+    borderColor: "rgba(223,182,178,0.28)",
   },
   directionDot: {
     width: 8,
     height: 8,
     borderRadius: 999,
-    backgroundColor: "#7C5CFF",
+    backgroundColor: auraColors.accentRose,
   },
   directionDotHome: {
     width: 6,
     height: 6,
   },
   directionChipText: {
-    color: "#A78BFA",
+    color: auraColors.accentRose,
     fontSize: 11,
     lineHeight: 14,
     fontWeight: "800",
@@ -838,8 +858,9 @@ const styles = StyleSheet.create({
     position: "relative",
     overflow: "hidden",
     borderRadius: 16,
-    backgroundColor: "#F5F2ED",
-    borderWidth: 0,
+    backgroundColor: auraColors.boardLight,
+    borderWidth: 1,
+    borderColor: auraColors.borderWarm,
   },
   boardCompact: {
     borderRadius: 16,
@@ -907,8 +928,8 @@ const styles = StyleSheet.create({
     height: "100%",
   },
   beltImage: {
-    height: "460%",
-    width: "22%",
+    height: "420%",
+    width: "20%",
   },
   copyBlock: {
     gap: 5,
@@ -972,7 +993,7 @@ const styles = StyleSheet.create({
     gap: 5,
   },
   metaLabel: {
-    color: "#7C5CFF",
+    color: auraColors.accentRose,
     fontSize: 11.25,
     fontWeight: "800",
     letterSpacing: 0,
@@ -988,9 +1009,9 @@ const styles = StyleSheet.create({
     minHeight: 28,
     paddingHorizontal: 9,
     paddingVertical: 0,
-    backgroundColor: "rgba(245, 247, 251, 0.08)",
+    backgroundColor: "rgba(43,18,76,0.65)",
     borderWidth: CHIP_BORDER_WIDTH,
-    borderColor: "rgba(255,255,255,0.08)",
+    borderColor: auraColors.borderDark,
     justifyContent: "center",
   },
   closetChipHome: {
@@ -999,8 +1020,8 @@ const styles = StyleSheet.create({
     paddingVertical: 0,
   },
   moreChip: {
-    backgroundColor: "rgba(124,92,255,0.12)",
-    borderColor: "rgba(124,92,255,0.25)",
+    backgroundColor: "rgba(133,79,108,0.35)",
+    borderColor: "rgba(223,182,178,0.28)",
   },
   closetChipText: {
     color: "#E7EDF4",
@@ -1031,20 +1052,20 @@ const styles = StyleSheet.create({
     borderRadius: PILL_RADIUS,
   },
   primaryButton: {
-    backgroundColor: "#EDE9E3",
-    borderColor: "#EDE9E3",
+    backgroundColor: auraColors.accentRose,
+    borderColor: auraColors.accentRose,
   },
   secondaryButton: {
-    backgroundColor: "rgba(255,255,255,0.03)",
-    borderColor: "rgba(255,255,255,0.08)",
+    backgroundColor: "rgba(43,18,76,0.72)",
+    borderColor: auraColors.borderDark,
   },
   primaryButtonText: {
-    color: "#F5F8FB",
+    color: auraColors.textOnLight,
     fontSize: 13.5,
     fontWeight: "800",
   },
   secondaryButtonText: {
-    color: "#E7EDF5",
+    color: auraColors.textPrimary,
     fontSize: 13.5,
     fontWeight: "800",
   },
@@ -1064,8 +1085,8 @@ const styles = StyleSheet.create({
     paddingVertical: 0,
     borderRadius: PILL_RADIUS,
     borderWidth: CHIP_BORDER_WIDTH,
-    borderColor: "rgba(255,255,255,0.1)",
-    backgroundColor: "rgba(255,255,255,0.04)",
+    borderColor: auraColors.borderDark,
+    backgroundColor: "rgba(43,18,76,0.65)",
     alignItems: "center",
     justifyContent: "center",
   },
@@ -1074,9 +1095,9 @@ const styles = StyleSheet.create({
     paddingVertical: 0,
   },
   tertiaryActionText: {
-    color: "rgba(235,240,248,0.86)",
-    fontSize: 11.25,
-    lineHeight: 15,
+    color: auraColors.textSecondary,
+    fontSize: 11.75,
+    lineHeight: 16,
     fontWeight: "700",
   },
 });

From 5839f512091c7d5eb8865f4e426f6d96717c3d86 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 01:26:53 -0500
Subject: [PATCH 61/93] perf(aura): reduce simple chat model calls

---
 app/(tabs)/ai.tsx              |  19 ++--
 functions/src/askAuraStream.ts | 195 ++++++++++++++++++++++++++++++++-
 src/lib/aura.ts                | 117 +++++++++++++++++---
 3 files changed, 304 insertions(+), 27 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 271b643..1cfdcc7 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -43,6 +43,7 @@ import { getItemImageUrl } from "@/src/lib/itemImage";
 import { listenToItems, updateLaundryStatus } from "@/src/lib/items";
 import { buildMinimumClosetSummary } from "@/src/lib/minimumCloset";
 import { Toast } from "@/src/lib/toast";
+import { Colors } from "@/constants/theme";
 import {
   appendMessageToChat,
   createChatThread,
@@ -82,7 +83,7 @@ const DEFAULT_CHIPS = AURA_TOP_CHIPS.filter((chip) => chip !== TRAIN_AURA_CHIP_L
 const DEFAULT_COMPOSER_HEIGHT = 56;
 const CHAT_COMPOSER_TAB_GAP = 8;
 const CHAT_BOTTOM_BREATHING_ROOM = 18;
-const STREAM_FLUSH_INTERVAL_MS = 24;
+const STREAM_FLUSH_INTERVAL_MS = 32;
 const AURA_REPLY_START_HAPTIC = "light" as const;
 const AURA_REPLY_FINISH_HAPTIC = "selection" as const;
 const AURA_OFFLINE_MESSAGE = "AURA couldn't finish that. Check your connection and try again.";
@@ -173,15 +174,15 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
         borderRadius: 24,
         overflow: "hidden",
         borderWidth: 0.75,
-        borderColor: "rgba(255,255,255,0.075)",
-        backgroundColor: "rgba(12,13,19,0.74)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceGlass,
         padding: layout.screenSize === "compact" ? 14 : 16,
         gap: 13,
       }}
     >
       <LinearGradient
         pointerEvents="none"
-        colors={["rgba(124,92,255,0.12)", "rgba(255,255,255,0.022)", "transparent"]}
+        colors={[colors.purpleSurface, "rgba(251,228,216,0.022)", "transparent"]}
         start={{ x: 0, y: 0 }}
         end={{ x: 1, y: 1 }}
         style={{ position: "absolute", inset: 0 }}
@@ -239,12 +240,12 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
               borderRadius: 999,
               paddingHorizontal: 10,
               paddingVertical: 7,
-              backgroundColor: "rgba(255,255,255,0.035)",
+              backgroundColor: colors.chipBackground,
               borderWidth: 0.75,
-              borderColor: "rgba(255,255,255,0.075)",
+              borderColor: colors.border,
             }}
           >
-            <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "800" }}>{chip}</Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800" }}>{chip}</Text>
           </AuraPressable>
         ))}
       </View>
@@ -2133,11 +2134,11 @@ export default function AIScreen() {
   }, [handleAsk, isBooting, routePrompt, routePromptKey, uid]);
 
   const chatBackgroundColors = useMemo(
-    () => ["#07070B", "#0A0A0F", "#10121B"] as const,
+    () => [Colors.dark.backgroundDeep, "#140016", Colors.dark.backgroundDark] as const,
     [],
   );
   const chatBottomGlowColors = useMemo(
-    () => ["rgba(167,139,250,0.045)", "rgba(255,255,255,0.016)", "transparent"] as const,
+    () => ["rgba(223,182,178,0.035)", "rgba(43,18,76,0.08)", "transparent"] as const,
     [],
   );
   const restingComposerBottom =
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 4f8bf64..09402ff 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -25,7 +25,7 @@ import {
 } from "./shared/auraOutfitPhotoAnalysis";
 import { dedupeAuraLookAccessories } from "./shared/auraAccessorySelection";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
-import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
+import { loadAuraUserProfile, type AuraUserProfile } from "./shared/loadAuraUserProfile";
 import { handleLaundryIntent } from "./shared/laundryIntent";
 import { extractProductUrlMetadata } from "./shared/productUrlMetadata";
 import {
@@ -188,6 +188,99 @@ function buildMultiLookRequestNote(userMessage: string) {
 const ADD_IMAGE_RE =
   /\b(add|save|store|put|upload|log)\b[\s\S]{0,80}\b(closet|wardrobe|item|items|these|this|all)\b|\b(add|save)\s+(this|these|all|item|items)\b/i;
 const BATCH_IMAGE_RE = /\b(these|all|each|separate|multiple|items)\b/i;
+const SIMPLE_CHAT_NEEDS_STRUCTURED_RE =
+  /\b(add|accessor(?:y|ies)|analy[sz]e|buy|card|closet|complete|date|dinner|dressier|event|fit|formal|image|improve|item|jacket|laundry|link|look|missing|outfit|photo|picture|plan|planner|product|rate|recommend|save|shop|shopping|smart\s+buys?|style|swap|tonight|tomorrow|trip|use\s+only|wardrobe|wear|wearing|weather|wedding|work)\b/i;
+
+function isGeneralChatIntent(value: string | null) {
+  const normalized = String(value ?? "").trim().toLowerCase();
+  return !normalized || normalized === "general_chat";
+}
+
+function shouldUseSimpleChatPath(args: {
+  userMessage: string;
+  attachments: AuraAttachment[];
+  detectedUrls: { normalized: string }[];
+  clientIntent: string | null;
+  effectiveClientIntent: string | null;
+  linkIntent: string;
+}) {
+  if (!args.userMessage.trim()) return false;
+  if (args.attachments.length > 0) return false;
+  if (args.detectedUrls.length > 0) return false;
+  if (args.linkIntent !== "none") return false;
+  if (!isGeneralChatIntent(args.clientIntent)) return false;
+  if (!isGeneralChatIntent(args.effectiveClientIntent)) return false;
+  if (wantsMultipleLooks(args.userMessage)) return false;
+  return !SIMPLE_CHAT_NEEDS_STRUCTURED_RE.test(args.userMessage);
+}
+
+function compactText(value: unknown, maxLength = 160) {
+  const text = String(value ?? "").replace(/\s+/g, " ").trim();
+  return text ? text.slice(0, maxLength) : null;
+}
+
+function compactAuraUserProfile(userProfile: AuraUserProfile) {
+  return {
+    firstName: compactText(userProfile.firstName),
+    region: compactText(userProfile.region),
+    wardrobeMode: compactText(userProfile.wardrobeMode),
+    selectedCategories: uniqueTrimmed(userProfile.selectedCategories, 6),
+    styleAesthetics: uniqueTrimmed(userProfile.styleAesthetics, 6),
+    favoriteColors: uniqueTrimmed(userProfile.favoriteColors, 6),
+    avoidedColors: uniqueTrimmed(userProfile.avoidedColors, 6),
+    accessoryPreferences: uniqueTrimmed(userProfile.accessoryPreferences, 6),
+    occasionPriority: uniqueTrimmed(userProfile.occasionPriority, 6),
+    goals: uniqueTrimmed(userProfile.goals, 6),
+    preferredFit: compactText(userProfile.preferredFit),
+    preferredBrands: uniqueTrimmed(userProfile.stylePreferences?.preferredBrands, 6),
+    closetPreferences: userProfile.closetPreferences
+      ? {
+          prioritizeUnderused: userProfile.closetPreferences.prioritizeUnderused === true,
+          hideLaundryByDefault: userProfile.closetPreferences.hideLaundryByDefault === true,
+          defaultSort: compactText(userProfile.closetPreferences.defaultSort),
+        }
+      : null,
+  };
+}
+
+function compactMinimumClosetFromClientContext(value: unknown) {
+  const requestContext = value && typeof value === "object"
+    ? (value as Record<string, unknown>)
+    : {};
+  const minimumCloset = requestContext.minimumCloset && typeof requestContext.minimumCloset === "object"
+    ? (requestContext.minimumCloset as Record<string, unknown>)
+    : null;
+  if (!minimumCloset) return null;
+
+  const itemCount = Number(minimumCloset.itemCount ?? 0);
+  const outfitRange = Number(minimumCloset.outfitRange ?? 0);
+  const nextBestAdd = compactText(minimumCloset.nextBestAdd, 120);
+
+  return {
+    itemCount: Number.isFinite(itemCount) ? itemCount : 0,
+    styleCoreProgress: compactText(minimumCloset.styleCoreProgress, 120),
+    nextBestAdd,
+    missingCategoryHints: nextBestAdd ? [nextBestAdd] : [],
+    outfitRange: Number.isFinite(outfitRange) ? outfitRange : 0,
+    tone: compactText(minimumCloset.tone, 80),
+  };
+}
+
+function buildCompactAuraContextForSimpleChat(args: {
+  memory: unknown;
+  userProfile: AuraUserProfile;
+  clientContext: unknown;
+  styleCoreNote: string;
+}) {
+  return {
+    mode: "compact_simple_chat",
+    contextPolicy: "Full closet item list and image URLs omitted for simple chat.",
+    closetSummary: compactMinimumClosetFromClientContext(args.clientContext),
+    userProfile: compactAuraUserProfile(args.userProfile),
+    preferenceContext: args.memory,
+    styleCoreNote: args.styleCoreNote || null,
+  };
+}
 
 function shortenLookReply(text: string) {
   const trimmed = String(text ?? "").trim();
@@ -1457,6 +1550,99 @@ export const askAuraStream = onRequest(
         }
       }
 
+      const useSimpleChatPath = shouldUseSimpleChatPath({
+        userMessage,
+        attachments,
+        detectedUrls,
+        clientIntent,
+        effectiveClientIntent,
+        linkIntent,
+      });
+
+      logger.info("[AURA_ROUTE] selected model path", {
+        uid,
+        path: useSimpleChatPath ? "simple_chat" : "structured",
+        contextMode: useSimpleChatPath ? "compact" : "full",
+        attachmentCount: attachments.length,
+        detectedUrlCount: detectedUrls.length,
+        clientIntent,
+        effectiveClientIntent,
+      });
+
+      if (useSimpleChatPath) {
+        const [auraMemory, userProfile] = await Promise.all([
+          loadCompactAuraMemoryContext(
+            db,
+            uid,
+            typeof req.body?.chatId === "string" ? req.body.chatId : null
+          ),
+          loadAuraUserProfile(uid),
+        ]);
+        const compactAuraContext = buildCompactAuraContextForSimpleChat({
+          memory: auraMemory,
+          userProfile,
+          clientContext: req.body?.clientContext,
+          styleCoreNote,
+        });
+        const requestText =
+          `User profile:\n${JSON.stringify(compactAuraContext.userProfile, null, 2)}\n\n` +
+          `Aura context:\n${JSON.stringify(compactAuraContext, null, 2)}\n\n` +
+          "Stylist brief:\nPersonalize lightly.\n\n" +
+          `Style core note:\n${styleCoreNote || "None."}\n\n` +
+          `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
+          "Product link context:\nNo product links.\n\n" +
+          "Attachments:\nNone.\n\n" +
+          `User request:\n${userMessage}`;
+
+        writeEvent(res, { type: "status", status: "responding" });
+        logger.info("[AURA_ROUTE] simple chat stream starting", {
+          uid,
+          path: "simple_chat",
+          contextMode: "compact",
+          secondModelCall: "skipped",
+        });
+
+        let streamedText = "";
+        const stream = client.responses.stream({
+          model: "gpt-5.4",
+          input: [
+            {
+              role: "developer",
+              content: AURA_STREAM_INSTRUCTIONS,
+            },
+            {
+              role: "user",
+              content: [
+                {
+                  type: "input_text",
+                  text: requestText,
+                },
+              ],
+            },
+          ],
+        });
+
+        for await (const event of stream) {
+          if (event.type === "response.output_text.delta" && event.delta) {
+            streamedText += event.delta;
+            writeEvent(res, { type: "delta", delta: event.delta });
+          }
+        }
+
+        const finalReply = streamedText.trim();
+        const data = fallbackAuraResponse(finalReply || "I'm here - what are we styling?");
+        logger.info("[AURA_ROUTE] simple chat stream finished", {
+          uid,
+          path: "simple_chat",
+          contextMode: "compact",
+          secondModelCall: "skipped",
+          textLength: data.reply.length,
+        });
+        writeEvent(res, { type: "final", data });
+        res.end();
+        return;
+      }
+
       const itemsSnap = await db.collection("users").doc(uid).collection("items").get();
       const items = itemsSnap.docs.map((doc) => ({
         id: doc.id,
@@ -1573,6 +1759,13 @@ export const askAuraStream = onRequest(
         textLength: finalReply.length,
       });
 
+      logger.info("[AURA_ROUTE] structured finalizer starting", {
+        uid,
+        path: "structured",
+        contextMode: "full",
+        secondModelCall: "used",
+        textLength: finalReply.length,
+      });
       const structured = await client.responses.create({
         model: "gpt-5.4",
         input: [
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index efe460e..50f264a 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -100,6 +100,25 @@ function normalizeAuraCandidatePayload(data: AuraResponse): AuraResponse {
   return normalized;
 }
 
+function chatOnlyAuraResponse(reply: string): AuraResponse {
+  return {
+    presentation: "chat",
+    title: "AURA",
+    reply,
+    reason: "",
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    missingPieces: [],
+    upgradeSuggestions: [],
+    upgradeSuggestionItems: [],
+    chips: [],
+    look: null,
+    lookOptions: [],
+  };
+}
+
 export async function askAura(args: AskAuraArgs): Promise<AuraResponse> {
   const safeArgs = sanitizeAuraArgs(args);
   const functions = getFunctions(app);
@@ -590,25 +609,50 @@ async function askAuraStreamWithXhr(
     let processedLength = 0;
     let pendingBuffer = "";
     let finalData: AuraResponse | null = null;
+    let streamedText = "";
     let isSettled = false;
     let processingQueue = Promise.resolve();
+    const trackedCallbacks: AskAuraStreamCallbacks = {
+      ...callbacks,
+      onDelta: (delta) => {
+        streamedText += delta;
+        callbacks.onDelta?.(delta);
+      },
+      onFinal: (data) => {
+        callbacks.onFinal?.(data);
+      },
+    };
 
     const cleanupAbortListener = () => {
       signal?.removeEventListener("abort", handleAbort);
     };
 
-    const settleError = (error: unknown) => {
+    const settleSuccess = (data: AuraResponse) => {
       if (isSettled) return;
       isSettled = true;
       cleanupAbortListener();
-      reject(error instanceof Error ? error : new Error("AURA stream failed."));
+      resolve(data);
     };
 
-    const settleSuccess = (data: AuraResponse) => {
+    const settlePartialIfUseful = () => {
+      if (finalData) {
+        settleSuccess(finalData);
+        return true;
+      }
+      const reply = streamedText.trim();
+      if (!reply) return false;
+      const data = chatOnlyAuraResponse(reply);
+      callbacks.onFinal?.(data);
+      settleSuccess(data);
+      return true;
+    };
+
+    const settleError = (error: unknown) => {
       if (isSettled) return;
+      if (!isAuraStreamAbortError(error) && settlePartialIfUseful()) return;
       isSettled = true;
       cleanupAbortListener();
-      resolve(data);
+      reject(error instanceof Error ? error : new Error("AURA stream failed."));
     };
 
     const handleAbort = () => {
@@ -639,7 +683,7 @@ async function askAuraStreamWithXhr(
         pendingBuffer += nextChunk;
         const segments = pendingBuffer.split("\n");
         pendingBuffer = segments.pop() ?? "";
-        await processEventLines(segments.join("\n"), callbacks, (data) => {
+        await processEventLines(segments.join("\n"), trackedCallbacks, (data) => {
           finalData = data;
         });
       });
@@ -660,7 +704,7 @@ async function askAuraStreamWithXhr(
           .then(async () => {
             await processingQueue;
             if (pendingBuffer.trim()) {
-              await processEventLines(pendingBuffer, callbacks, (data) => {
+              await processEventLines(pendingBuffer, trackedCallbacks, (data) => {
                 finalData = data;
               });
               pendingBuffer = "";
@@ -675,6 +719,7 @@ async function askAuraStreamWithXhr(
               return;
             }
 
+            if (settlePartialIfUseful()) return;
             const fallback = await askAura(args);
             callbacks.onFinal?.(fallback);
             settleSuccess(fallback);
@@ -775,22 +820,60 @@ export async function askAuraStream(
   const decoder = new TextDecoder();
   let buffer = "";
   let finalData: AuraResponse | null = null;
+  let streamedText = "";
+  const trackedCallbacks: AskAuraStreamCallbacks = {
+    ...callbacks,
+    onDelta: (delta) => {
+      streamedText += delta;
+      callbacks.onDelta?.(delta);
+    },
+    onFinal: (data) => {
+      callbacks.onFinal?.(data);
+    },
+  };
+  const partialStreamResponse = () => {
+    const reply = streamedText.trim();
+    return reply ? chatOnlyAuraResponse(reply) : null;
+  };
 
-  while (true) {
-    if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
-    const { done, value } = await reader.read();
-    if (done) break;
-
-    buffer += decoder.decode(value, { stream: true });
-    const lines = buffer.split("\n");
-    buffer = lines.pop() ?? "";
-    await processEventLines(lines.join("\n"), callbacks, (data) => {
-      finalData = data;
-    });
+  try {
+    while (true) {
+      if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
+      const { done, value } = await reader.read();
+      if (done) break;
+
+      buffer += decoder.decode(value, { stream: true });
+      const lines = buffer.split("\n");
+      buffer = lines.pop() ?? "";
+      await processEventLines(lines.join("\n"), trackedCallbacks, (data) => {
+        finalData = data;
+      });
+    }
+
+    if (buffer.trim()) {
+      await processEventLines(buffer, trackedCallbacks, (data) => {
+        finalData = data;
+      });
+    }
+  } catch (error) {
+    if (isAuraStreamAbortError(error)) throw error;
+    if (finalData) return finalData;
+    const partial = partialStreamResponse();
+    if (partial) {
+      callbacks.onFinal?.(partial);
+      return partial;
+    }
+    throw error;
   }
 
   if (finalData) return finalData;
 
+  const partial = partialStreamResponse();
+  if (partial) {
+    callbacks.onFinal?.(partial);
+    return partial;
+  }
+
   const fallback = await askAura(enrichedArgs);
   callbacks.onFinal?.(fallback);
   return fallback;

From c320128ec14e7e10a353978fcb39c24301570dae Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 01:32:49 -0500
Subject: [PATCH 62/93] perf(aura): reduce chat reads and cache images

---
 app/(tabs)/ai.tsx                   |   7 +-
 src/components/ai/AuraReplyCard.tsx | 109 +++++++++++++++-------------
 src/components/ai/ChatMessage.tsx   |  17 +++--
 src/lib/aiChats.ts                  |  12 +--
 4 files changed, 75 insertions(+), 70 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 1cfdcc7..5baf0f5 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -49,7 +49,6 @@ import {
   createChatThread,
   deleteChatThread,
   loadChatMessages,
-  loadLatestChatThread,
   loadRecentChatThreads,
   renameChatThread,
   setChatArchived,
@@ -1146,8 +1145,8 @@ export default function AIScreen() {
           return;
         }
 
-        const latestThread = await loadLatestChatThread(uid);
         const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
+        const latestThread = recent[0] ?? null;
         if (!cancelled && latestThread?.chatId) {
           const threadMessages = await loadChatMessages(uid, latestThread.chatId);
           setMessages(orderChatMessages(threadMessages));
@@ -2134,11 +2133,11 @@ export default function AIScreen() {
   }, [handleAsk, isBooting, routePrompt, routePromptKey, uid]);
 
   const chatBackgroundColors = useMemo(
-    () => [Colors.dark.backgroundDeep, "#140016", Colors.dark.backgroundDark] as const,
+    () => ["#120014", Colors.dark.backgroundDeep, Colors.dark.backgroundDark] as const,
     [],
   );
   const chatBottomGlowColors = useMemo(
-    () => ["rgba(223,182,178,0.035)", "rgba(43,18,76,0.08)", "transparent"] as const,
+    () => ["rgba(223,182,178,0.018)", "rgba(9,0,11,0.12)", "transparent"] as const,
     [],
   );
   const restingComposerBottom =
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index 736ee11..e55d44f 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -1,10 +1,11 @@
 import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Animated, FlatList, Image, NativeScrollEvent, NativeSyntheticEvent, Pressable, Text, View, useWindowDimensions } from "react-native";
+import { Animated, FlatList, NativeScrollEvent, NativeSyntheticEvent, Pressable, Text, View, useWindowDimensions } from "react-native";
 
 import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import AppImage from "@/src/components/common/AppImage";
 import {
   ACTION_GAP,
   CHIP_BORDER_WIDTH,
@@ -123,8 +124,8 @@ function AuraReplyCard({
           width: "100%",
           borderRadius: 18,
           borderWidth: 1,
-          borderColor: "rgba(237,233,227,0.16)",
-          backgroundColor: "rgba(255,255,255,0.045)",
+          borderColor: colors.border,
+          backgroundColor: colors.surfaceGlass,
           padding: 14,
           gap: 10,
         }}
@@ -147,9 +148,9 @@ function AuraReplyCard({
               style={{
                 borderRadius: 14,
                 padding: 12,
-                backgroundColor: "rgba(255,255,255,0.055)",
+                backgroundColor: colors.chipBackground,
                 borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.08)",
+                borderColor: colors.border,
                 gap: 3,
               }}
             >
@@ -177,12 +178,12 @@ function AuraReplyCard({
               borderRadius: 999,
               paddingHorizontal: 10,
               paddingVertical: 5,
-              backgroundColor: pressed ? auraTheme.accentTintStrong : auraTheme.accentTint,
+              backgroundColor: pressed ? colors.ctaCream : colors.primaryCta,
               borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: auraTheme.borderAccent,
+              borderColor: colors.borderWarm,
             })}
           >
-            <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <Text style={{ color: colors.ctaText, fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>
               Add All
             </Text>
           </Pressable>
@@ -390,8 +391,8 @@ function AuraReplyCard({
       style={{
         borderRadius: Math.max(20, layout.mediumRadius + 2),
         borderWidth: CHIP_BORDER_WIDTH,
-        borderColor: "rgba(255,255,255,0.075)",
-        backgroundColor: "rgba(12,13,19,0.86)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceGlass,
         paddingHorizontal: Math.max(13, layout.cardPadding - 5),
         paddingVertical: layout.screenSize === "compact" ? 13 : 15,
         gap: 14,
@@ -495,9 +496,9 @@ function LevelThisUpSection({
         gap: 10,
         padding: 11,
         borderRadius: CARD_SECTION_RADIUS,
-        backgroundColor: "rgba(255,255,255,0.028)",
+        backgroundColor: colors.chipBackground,
         borderWidth: CHIP_BORDER_WIDTH,
-        borderColor: "rgba(255,255,255,0.055)",
+        borderColor: colors.border,
       }}
     >
       <View style={{ gap: 2 }}>
@@ -534,16 +535,16 @@ function LevelThisUpSection({
               minHeight: SMART_BUY_CHIP_HEIGHT,
               paddingHorizontal: 9,
               paddingVertical: 0,
-              backgroundColor: "rgba(255,255,255,0.035)",
+              backgroundColor: colors.surfaceSoft,
               borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: "rgba(255,255,255,0.075)",
+              borderColor: colors.border,
               justifyContent: "center",
               maxWidth: "100%",
             }}
           >
             <Text
               style={{
-                color: "rgba(245,248,251,0.9)",
+                color: colors.textSecondary,
                 fontSize: 11.25,
                 lineHeight: 14,
                 fontWeight: "700",
@@ -683,21 +684,21 @@ function FeedbackChip({
           backgroundColor: active
             ? label === "Not it"
               ? "rgba(255,77,79,0.075)"
-              : "rgba(124,92,255,0.095)"
-            : "rgba(255,255,255,0.025)",
+              : colors.purpleSurface
+            : colors.chipBackground,
           borderWidth: CHIP_BORDER_WIDTH,
-          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.18)" : "rgba(167,139,250,0.18)") : "rgba(255,255,255,0.055)",
+          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.18)" : colors.purpleBorder) : colors.border,
           opacity: pressed ? 0.88 : 1,
         })}
       >
         <Ionicons
           name={icon}
           size={13}
-          color={active ? (label === "Not it" ? colors.danger : colors.text) : auraTheme.textMuted}
+          color={active ? (label === "Not it" ? colors.danger : colors.ctaCream) : auraTheme.textMuted}
         />
         <Text
           style={{
-            color: active ? (label === "Not it" ? colors.danger : colors.text) : auraTheme.textMuted,
+            color: active ? (label === "Not it" ? colors.danger : colors.ctaCream) : auraTheme.textMuted,
             fontSize: 10.5,
             fontWeight: "700",
             fontFamily: Fonts.sans,
@@ -768,8 +769,8 @@ function OutfitAnalysisCard({
       style={{
         borderRadius: 20,
         borderWidth: CHIP_BORDER_WIDTH,
-        borderColor: "rgba(255,255,255,0.075)",
-        backgroundColor: "rgba(12,13,19,0.86)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceGlass,
         padding: 14,
         gap: 12,
         width: "100%",
@@ -795,9 +796,9 @@ function OutfitAnalysisCard({
               borderRadius: 14,
               paddingHorizontal: 9,
               paddingVertical: 7,
-              backgroundColor: "rgba(255,255,255,0.032)",
+              backgroundColor: colors.chipBackground,
               borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: "rgba(255,255,255,0.07)",
+              borderColor: colors.border,
               maxWidth: "100%",
             }}
           >
@@ -835,21 +836,21 @@ function OutfitAnalysisCard({
         <View style={{ flexDirection: "row", gap: ACTION_GAP }}>
           <ActionButton
             onPress={() => onAction?.({ type: "save_worn_outfit" })}
-            pressedBackground={auraTheme.accentTintStrong}
-            backgroundColor={auraTheme.accentTint}
-            borderColor="rgba(255,255,255,0.12)"
+            pressedBackground={colors.ctaCream}
+            backgroundColor={colors.ctaCream}
+            borderColor={colors.borderWarm}
           >
-            <Text style={{ color: "#F5F8FB", fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
               Save as worn
             </Text>
           </ActionButton>
           <ActionButton
             onPress={() => onAction?.({ type: "add_pieces_to_closet" })}
-            pressedBackground="rgba(255,255,255,0.08)"
+            pressedBackground={colors.surfaceElevated}
             backgroundColor={auraTheme.surfaceStrong}
             borderColor={auraTheme.borderSoft}
           >
-            <Text style={{ color: "#E7EDF5", fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
               Add pieces
             </Text>
           </ActionButton>
@@ -930,9 +931,9 @@ function Group({
   tone: "owned" | "suggested";
   children: React.ReactNode;
 }) {
-  const titleColor = tone === "owned" ? "rgba(214,198,255,0.92)" : "rgba(255,255,255,0.68)";
-  const sectionBackground = tone === "owned" ? "rgba(124,92,255,0.07)" : "rgba(255,255,255,0.028)";
-  const sectionBorder = tone === "owned" ? "rgba(167,139,250,0.13)" : "rgba(255,255,255,0.055)";
+  const titleColor = tone === "owned" ? "rgba(223,182,178,0.92)" : "rgba(251,228,216,0.68)";
+  const sectionBackground = tone === "owned" ? "rgba(223,182,178,0.12)" : "rgba(43,18,76,0.42)";
+  const sectionBorder = tone === "owned" ? "rgba(223,182,178,0.22)" : "rgba(251,228,216,0.10)";
 
   return (
     <View
@@ -1025,8 +1026,8 @@ function CandidateCard({
       style={{
         borderRadius: 20,
         borderWidth: CHIP_BORDER_WIDTH,
-        borderColor: "rgba(255,255,255,0.075)",
-        backgroundColor: "rgba(12,13,19,0.86)",
+        borderColor: colors.border,
+        backgroundColor: colors.surfaceGlass,
         padding: 12,
         gap: 10,
         width: "100%",
@@ -1034,14 +1035,16 @@ function CandidateCard({
       }}
     >
       <View style={{ flexDirection: "row", gap: 10 }}>
-        <Image
+        <AppImage
           source={{ uri: previewImageUrl }}
-            style={{
-              width: 76,
-              height: 94,
-              borderRadius: 12,
-              backgroundColor: auraTheme.surfaceSoft,
-            }}
+          style={{
+            width: 76,
+            height: 94,
+            borderRadius: 12,
+            backgroundColor: colors.boardLight,
+            borderWidth: CHIP_BORDER_WIDTH,
+            borderColor: colors.borderWarm,
+          }}
           resizeMode="cover"
         />
         <View style={{ flex: 1, gap: 6, minWidth: 0 }}>
@@ -1096,7 +1099,7 @@ function CandidateCard({
                   borderRadius: 9,
                   paddingHorizontal: 6,
                   paddingVertical: 3,
-                  backgroundColor: auraTheme.surfaceSoft,
+                  backgroundColor: colors.chipBackground,
                 }}
               >
                 <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "700" }}>
@@ -1161,10 +1164,12 @@ function CandidateButton({
   disabled?: boolean;
   onPress: () => void;
 }) {
+  const { colors } = useAppTheme();
   const backgroundColor =
-    tone === "primary" ? auraTheme.accentTint : tone === "secondary" ? auraTheme.surfaceSoft : "transparent";
+    tone === "primary" ? colors.ctaCream : tone === "secondary" ? colors.secondaryCta : "transparent";
   const borderColor =
-    tone === "primary" ? auraTheme.borderAccent : tone === "secondary" ? auraTheme.border : auraTheme.borderSoft;
+    tone === "primary" ? colors.borderWarm : tone === "secondary" ? colors.border : colors.border;
+  const textColor = tone === "primary" ? colors.ctaText : colors.textSecondary;
   const scale = React.useRef(new Animated.Value(1)).current;
 
   function animateTo(value: number) {
@@ -1188,7 +1193,7 @@ function CandidateButton({
           borderRadius: PILL_RADIUS,
           paddingHorizontal: CHIP_HORIZONTAL_PADDING,
           paddingVertical: 0,
-          backgroundColor: pressed ? "rgba(255,255,255,0.12)" : backgroundColor,
+          backgroundColor: pressed ? (tone === "primary" ? colors.ctaCream : colors.surfaceElevated) : backgroundColor,
           borderWidth: CHIP_BORDER_WIDTH,
           borderColor,
           alignItems: "center",
@@ -1196,7 +1201,7 @@ function CandidateButton({
           opacity: disabled ? 0.42 : pressed ? 0.94 : 1,
         })}
       >
-        <Text style={{ color: "white", fontSize: 11.25, fontWeight: "800", fontFamily: Fonts.sans }}>{label}</Text>
+        <Text style={{ color: textColor, fontSize: 11.25, fontWeight: "800", fontFamily: Fonts.sans }}>{label}</Text>
       </Pressable>
     </Animated.View>
   );
@@ -1213,15 +1218,15 @@ function Tag({
 }) {
   const backgroundColor =
     tone === "owned"
-      ? "rgba(124,92,255,0.095)"
+      ? colors.purpleSurface
       : tone === "suggested"
-        ? "rgba(255,255,255,0.028)"
+        ? colors.chipBackground
         : auraTheme.surfaceSofter;
   const borderColor =
     tone === "owned"
-      ? "rgba(167,139,250,0.16)"
-      : "rgba(255,255,255,0.07)";
-  const textColor = tone === "owned" ? "rgba(232,225,255,0.95)" : "rgba(245,248,251,0.9)";
+      ? colors.purpleBorder
+      : colors.border;
+  const textColor = tone === "owned" ? colors.ctaCream : colors.textSecondary;
 
   return (
     <View
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 2fb1ea4..6357e67 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -1,6 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import React, { useEffect, useRef, useState } from "react";
-import { Animated, Easing, Image, Text, View } from "react-native";
+import { Animated, Easing, Text, View } from "react-native";
 import Reanimated, {
   Easing as ReanimatedEasing,
   useAnimatedStyle,
@@ -11,6 +11,7 @@ import Reanimated, {
 import { Fonts, type AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import AppImage from "@/src/components/common/AppImage";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
 import { sanitizeDisplayText } from "@/src/lib/text";
@@ -410,12 +411,12 @@ function ChatMessage({
             paddingHorizontal: isSuggestion || isError ? 13 : 14,
             paddingVertical: isSuggestion || isError ? 12 : 8,
             backgroundColor: isError
-              ? "rgba(255,255,255,0.035)"
+              ? colors.surfaceGlass
               : isSuggestion
                 ? assistantSurface
                 : colors.surfaceSoft,
             borderWidth: isSuggestion || isError ? 0.75 : 0,
-            borderColor: isError ? "rgba(255,255,255,0.075)" : isSuggestion ? assistantBorder : "transparent",
+            borderColor: isError ? colors.border : isSuggestion ? assistantBorder : "transparent",
             marginLeft: isSuggestion || isError ? 0 : 10,
             maxWidth: isSuggestion || isError ? "94%" : "74%",
           }}
@@ -443,9 +444,9 @@ function ChatMessage({
                     borderRadius: 999,
                     paddingHorizontal: 10,
                     paddingVertical: 0,
-                    backgroundColor: "rgba(255,255,255,0.045)",
+                    backgroundColor: colors.chipBackground,
                     borderWidth: 0.75,
-                    borderColor: "rgba(255,255,255,0.09)",
+                    borderColor: colors.border,
                     flexDirection: "row",
                     alignItems: "center",
                     gap: 6,
@@ -749,7 +750,7 @@ function UserImageAttachmentMedia({
           ...auraShadow(0.2),
         }}
       >
-        <Image
+        <AppImage
           source={{ uri: attachment.localUri ?? attachment.uri }}
           style={{ width: "100%", height: "100%" }}
           resizeMode="cover"
@@ -789,7 +790,7 @@ function UserImageAttachmentMedia({
               borderColor: colors.border,
             }}
           >
-            <Image
+            <AppImage
               source={{ uri: attachment.localUri ?? attachment.uri }}
               style={{ width: "100%", height: "100%" }}
               resizeMode="cover"
@@ -839,7 +840,7 @@ function AttachmentPreviews({
           }}
         >
           {attachment.type === "image" ? (
-            <Image
+            <AppImage
               source={{ uri: attachment.localUri ?? attachment.uri }}
               style={{ width: "100%", height: "100%" }}
               resizeMode="cover"
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index 517247a..716ac39 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -560,8 +560,8 @@ export async function startNewChat(uid: string) {
   return createChatThread(uid);
 }
 
-export async function loadLatestChatThread(uid: string) {
-  const threads = await loadRecentChatThreads(uid, 24);
+export async function loadLatestChatThread(uid: string, recentThreads?: AIChatThread[]) {
+  const threads = recentThreads ? sortChatThreads(recentThreads).filter((thread) => !thread.archived) : await loadRecentChatThreads(uid, 24);
   return threads[0] ?? null;
 }
 
@@ -603,8 +603,9 @@ export async function appendMessageToChat(
   const now = Date.now();
   const sanitizedAura = message.aura ? stripUndefinedDeep(message.aura) : undefined;
   const persistedAttachments = message.attachments?.filter((attachment) => attachment.type === "image") ?? [];
-  const threadSnap = await getDoc(chatRef);
-  const existingThread = threadSnap.exists() ? toChatThread(threadSnap) : null;
+  const shouldUpdateGeneratedTitle = message.type === "user" && !!options?.titleFromUserText;
+  const threadSnap = shouldUpdateGeneratedTitle ? await getDoc(chatRef) : null;
+  const existingThread = threadSnap?.exists() ? toChatThread(threadSnap) : null;
   const batch = writeBatch(db);
   batch.set(messageRef, {
     type: message.type,
@@ -650,8 +651,7 @@ export async function appendMessageToChat(
       lastMessagePreview: sanitizeMessagePreview(message),
       messageCount: increment(1),
       ...(typeof options?.threadId === "string" || options?.threadId === null ? { threadId: options.threadId } : {}),
-      ...(message.type === "user" &&
-      options?.titleFromUserText &&
+      ...(shouldUpdateGeneratedTitle &&
       !existingThread?.titleEdited
         ? { title: summarizeChatTitle({ userText: options.titleFromUserText }) }
         : {}),

From 012916e1a7c0fa2317c8c48752154282f598a359 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 01:43:27 -0500
Subject: [PATCH 63/93] perf(link): reduce product preview and image ranking
 cost

---
 functions/src/askAuraStream.ts               | 16 ++--
 functions/src/shared/auraCandidatePreview.ts | 93 ++++++++++++++++++--
 src/lib/aura.ts                              | 10 +++
 3 files changed, 105 insertions(+), 14 deletions(-)

diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 09402ff..7d173d7 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -1052,9 +1052,9 @@ async function emitUrlCandidatePreview(params: {
   ].filter((url): url is string => !!url);
   logger.info("[LINK_IMAGE_SOURCE] URL metadata image source", {
     uid: params.uid,
-    sourceUrl: params.metadata.sourceUrl,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
     rawImageCount: rawImageUrls.length,
-    rawImageUrls,
+    rawImageUrls: rawImageUrls.slice(0, 6).map((url) => redactUrlForLogs(url)),
   });
   const rankedImages = await rankProductLinkImages({
     client: params.client,
@@ -1068,12 +1068,12 @@ async function emitUrlCandidatePreview(params: {
   const titleHints = productCategoryHintsFromText(params.metadata.title, params.metadata.description);
   logger.info("[LINK_EXTRACTION_TARGET]", {
     uid: params.uid,
-    sourceUrl: params.metadata.sourceUrl,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
     title: params.metadata.title,
     description: params.metadata.description,
     hintedCategory: titleHints.category,
     hintedSubCategory: titleHints.subCategory,
-    chosenImage: primaryImageUrl,
+    chosenImage: redactUrlForLogs(primaryImageUrl),
     chosenImageReasons: rankedImages[0]?.reasons ?? [],
     rawImageCount: rawImageUrls.length,
     rankedImageCount: rankedImageUrls.length,
@@ -1115,11 +1115,11 @@ async function emitUrlCandidatePreview(params: {
   candidate.secondaryImageUrls = candidate.imageUrls.slice(1);
   logger.info("[LINK_IMAGE_REVIEW_SET]", {
     uid: params.uid,
-    sourceUrl: params.metadata.sourceUrl,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
     candidateId: candidate.candidateId,
-    primaryImageUrl: candidate.primaryImageUrl,
-    imageUrls: candidate.imageUrls,
-    secondaryImageUrls: candidate.secondaryImageUrls,
+    primaryImageUrl: redactUrlForLogs(candidate.primaryImageUrl),
+    imageUrls: candidate.imageUrls.slice(0, 8).map((url) => redactUrlForLogs(url)),
+    secondaryImageUrls: candidate.secondaryImageUrls.slice(0, 8).map((url) => redactUrlForLogs(url)),
   });
   if (!needsReview) {
     candidate.category = titleHints.category ?? candidate.category;
diff --git a/functions/src/shared/auraCandidatePreview.ts b/functions/src/shared/auraCandidatePreview.ts
index 5eabd8f..d37c2a6 100644
--- a/functions/src/shared/auraCandidatePreview.ts
+++ b/functions/src/shared/auraCandidatePreview.ts
@@ -1,9 +1,11 @@
 import OpenAI from "openai";
 import type { ProductExtraction } from "./productLinkExtractor";
+import { redactUrlForLogs } from "./safeFetch";
 
 const DEBUG_AURA_CANDIDATE_LOGS =
   process.env.DEBUG_AURA_CANDIDATE_LOGS === "1" ||
   process.env.DEBUG_AURA_CANDIDATE_LOGS === "true";
+const PRODUCT_IMAGE_VISION_RANK_LIMIT = 3;
 
 function debugAuraCandidateInfo(...args: Parameters<typeof console.info>) {
   if (DEBUG_AURA_CANDIDATE_LOGS) {
@@ -366,6 +368,32 @@ function sortProductImages(items: RankedProductImage[]) {
   );
 }
 
+function selectVisionRankCandidates(items: RankedProductImage[]) {
+  return orderProductImageBuckets(items)
+    .filter((item) => item.bucket !== "detail_or_crop" && !item.isThumbnail && !item.isLifestyleOrBanner)
+    .slice(0, PRODUCT_IMAGE_VISION_RANK_LIMIT);
+}
+
+function logProductImageRankingMetrics(params: {
+  sourceUrl?: string | null;
+  extractedImageCount: number;
+  dedupedImageCount: number;
+  visionRankedImageCount: number;
+  selected: RankedProductImage | undefined;
+  selectedReason: string;
+}) {
+  console.info("[LINK_IMAGE_RANKING_METRICS]", {
+    sourceUrl: redactUrlForLogs(params.sourceUrl),
+    extractedImageCount: params.extractedImageCount,
+    dedupedImageCount: params.dedupedImageCount,
+    visionRankedImageCount: params.visionRankedImageCount,
+    selectedPrimaryImageUrl: redactUrlForLogs(params.selected?.url),
+    selectedPrimaryBucket: params.selected?.bucket ?? null,
+    selectedPrimaryScore: params.selected?.score ?? null,
+    selectedPrimaryReason: params.selectedReason,
+  });
+}
+
 function orderProductImageBuckets(items: RankedProductImage[]) {
   const garmentOnly = items.filter((item) => item.bucket === "garment_only");
   const modelEditorial = items.filter((item) => item.bucket === "model_editorial");
@@ -490,7 +518,10 @@ export async function rankProductLinkImages(params: {
   description?: string | null;
   sourceUrl?: string | null;
 }): Promise<RankedProductImage[]> {
+  const extractedImageCount = params.imageUrls.length;
   const imageUrls = stableUniqueUrls(params.imageUrls).slice(0, 24);
+  const urlOnlyRanked = imageUrls.map((url, index) => rankedImageFromUrlOnly(url, index));
+  const visionRankCandidates = selectVisionRankCandidates(urlOnlyRanked);
   debugAuraCandidateInfo("[LINK_IMAGE_CANDIDATES]", {
     sourceUrl: params.sourceUrl ?? null,
     candidateCount: imageUrls.length,
@@ -509,6 +540,14 @@ export async function rankProductLinkImages(params: {
       items: ranked,
       selected: ranked[0],
     });
+    logProductImageRankingMetrics({
+      sourceUrl: params.sourceUrl,
+      extractedImageCount,
+      dedupedImageCount: imageUrls.length,
+      visionRankedImageCount: 0,
+      selected: ranked[0],
+      selectedReason: ranked[0]?.reasons[0] ?? "only image candidate",
+    });
     debugAuraCandidateInfo("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
@@ -530,6 +569,25 @@ export async function rankProductLinkImages(params: {
     return ranked;
   }
 
+  if (!visionRankCandidates.length) {
+    const ranked = orderProductImageBuckets(urlOnlyRanked);
+    logProductImageBuckets({ sourceUrl: params.sourceUrl, items: ranked });
+    logRankedProductImages({
+      sourceUrl: params.sourceUrl,
+      items: ranked,
+      selected: ranked[0],
+    });
+    logProductImageRankingMetrics({
+      sourceUrl: params.sourceUrl,
+      extractedImageCount,
+      dedupedImageCount: imageUrls.length,
+      visionRankedImageCount: 0,
+      selected: ranked[0],
+      selectedReason: ranked[0]?.reasons[0] ?? "URL heuristic only",
+    });
+    return ranked;
+  }
+
   try {
     const response = await params.client.responses.create({
       model: "gpt-5.4-mini",
@@ -549,15 +607,15 @@ export async function rankProductLinkImages(params: {
                 `Description: ${params.description ?? "unknown"}\n` +
                 "For each image index, score 0-100 for usefulness as the primary wardrobe item image and classify whether it is garment-only/product-only, model/editorial, front-facing/canonical, whether the full target product is visible, whether it is a detail close-up, cropped/partial, thumbnail, social/banner/lifestyle image, and whether it contains multiple visible garments. Return JSON only.",
             },
-            ...imageUrls.flatMap((url, index) => [
+            ...visionRankCandidates.flatMap((item) => [
               {
                 type: "input_text" as const,
-                text: `Image index ${index}: ${url}`,
+                text: `Image index ${item.sourceIndex}: ${redactUrlForLogs(item.url)}`,
               },
               {
                 type: "input_image" as const,
-                image_url: url,
-                detail: "high" as const,
+                image_url: item.url,
+                detail: "low" as const,
               },
             ]),
           ],
@@ -632,8 +690,16 @@ export async function rankProductLinkImages(params: {
       }[];
     };
     const byIndex = new Map((parsed.rankings ?? []).map((entry) => [Math.trunc(entry.index), entry]));
+    const urlOnlyByIndex = new Map(urlOnlyRanked.map((entry) => [entry.sourceIndex, entry]));
     const scored = imageUrls.map((url, index) => {
       const result = byIndex.get(index);
+      if (!result) {
+        const fallback = urlOnlyByIndex.get(index) ?? rankedImageFromUrlOnly(url, index);
+        return {
+          ...fallback,
+          reasons: Array.from(new Set(["URL pre-rank only", ...fallback.reasons])),
+        };
+      }
       const signals = urlImageSignals(url);
       const bucket =
         signals.detailPenalty || signals.thumbnailPenalty || signals.socialPenalty
@@ -704,6 +770,14 @@ export async function rankProductLinkImages(params: {
       items: ranked,
       selected: ranked[0],
     });
+    logProductImageRankingMetrics({
+      sourceUrl: params.sourceUrl,
+      extractedImageCount,
+      dedupedImageCount: imageUrls.length,
+      visionRankedImageCount: visionRankCandidates.length,
+      selected: ranked[0],
+      selectedReason: ranked[0]?.reasons[0] ?? "vision and URL ranking",
+    });
     debugAuraCandidateInfo("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
@@ -728,8 +802,7 @@ export async function rankProductLinkImages(params: {
       sourceUrl: params.sourceUrl ?? null,
       error,
     });
-    const scored = imageUrls.map((url, index) => rankedImageFromUrlOnly(url, index));
-    const ranked = orderProductImageBuckets(scored);
+    const ranked = orderProductImageBuckets(urlOnlyRanked);
     logProductImageBuckets({ sourceUrl: params.sourceUrl, items: ranked });
     for (const item of ranked) {
       debugAuraCandidateInfo("[LINK_IMAGE_SCORE]", {
@@ -747,6 +820,14 @@ export async function rankProductLinkImages(params: {
       items: ranked,
       selected: ranked[0],
     });
+    logProductImageRankingMetrics({
+      sourceUrl: params.sourceUrl,
+      extractedImageCount,
+      dedupedImageCount: imageUrls.length,
+      visionRankedImageCount: visionRankCandidates.length,
+      selected: ranked[0],
+      selectedReason: ranked[0]?.reasons[0] ?? "deterministic URL fallback",
+    });
     debugAuraCandidateInfo("[LINK_PRIMARY_CHOSEN]", {
       sourceUrl: params.sourceUrl ?? null,
       primaryImageUrl: ranked[0]?.url ?? null,
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 50f264a..aa37699 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -41,6 +41,7 @@ type AskAuraArgs = {
 
 const URL_RE = /https?:\/\/[^\s<>"']+/i;
 const LINK_PREVIEW_TIMEOUT_MS = 9000;
+const ENABLE_CLIENT_LINK_PREVIEW = process.env.EXPO_PUBLIC_AURA_CLIENT_LINK_PREVIEW === "1";
 const DEBUG_AURA_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const AURA_STREAM_TIMEOUT_MS = 30_000;
 const AURA_STREAM_WITH_IMAGE_TIMEOUT_MS = 90_000;
@@ -518,6 +519,15 @@ async function withClientLinkPreview(args: AskAuraArgs): Promise<AskAuraArgs> {
   if (args.linkPreview) return args;
   const sourceUrl = firstUrlFromText(args.message);
   if (!sourceUrl) return args;
+  if (!ENABLE_CLIENT_LINK_PREVIEW) {
+    if (DEBUG_AURA_CLIENT) {
+      console.log("[AURA_LINK_PREVIEW]", "client preview skipped; backend extraction is source of truth", {
+        host: new URL(sourceUrl).host,
+        clientIntent: args.clientIntent ?? null,
+      });
+    }
+    return args;
+  }
   const linkPreview = await buildClientLinkPreview(sourceUrl);
   return linkPreview ? { ...args, linkPreview } : args;
 }

From db8d665a5f0e01c5d59d16beb1a11f73bbb8ac0b Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 02:03:51 -0500
Subject: [PATCH 64/93] perf(media): optimize image uploads for AI payloads

---
 functions/src/askAura.ts                      |   3 +-
 functions/src/askAuraStream.ts                |   6 +-
 functions/src/ingestItemFromPhotos.ts         |  32 ++-
 functions/src/shared/auraCandidatePreview.ts  |   5 +-
 .../src/shared/auraOutfitPhotoAnalysis.ts     |   2 +-
 src/addItem/hooks/useItemExtraction.ts        |   2 +
 src/addItem/hooks/usePhotoStep.ts             |  15 +-
 src/lib/auraAttachments.ts                    |  36 ++--
 src/lib/imageOptimization.ts                  | 193 ++++++++++++++++++
 src/lib/uploadImage.ts                        |  63 +++---
 10 files changed, 300 insertions(+), 57 deletions(-)
 create mode 100644 src/lib/imageOptimization.ts

diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index 079f924..e0ba23b 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -1054,10 +1054,11 @@ export const askAura = onCall(
               },
               ...attachments
                 .filter((attachment) => attachment.type === "image")
+                .slice(0, 2)
                 .map((attachment) => ({
                   type: "input_image" as const,
                   image_url: attachment.uri ?? "",
-                  detail: "auto" as const,
+                  detail: "low" as const,
                 })),
             ],
           },
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 7d173d7..9361e7e 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -1736,10 +1736,11 @@ export const askAuraStream = onRequest(
               },
               ...attachments
                 .filter((attachment) => attachment.type === "image")
+                .slice(0, 2)
                 .map((attachment) => ({
                   type: "input_image" as const,
                   image_url: attachment.uri ?? "",
-                  detail: "auto" as const,
+                  detail: "low" as const,
                 })),
             ],
           },
@@ -1785,10 +1786,11 @@ export const askAuraStream = onRequest(
               },
               ...attachments
                 .filter((attachment) => attachment.type === "image")
+                .slice(0, 2)
                 .map((attachment) => ({
                   type: "input_image" as const,
                   image_url: attachment.uri ?? "",
-                  detail: "auto" as const,
+                  detail: "low" as const,
                 })),
             ],
           },
diff --git a/functions/src/ingestItemFromPhotos.ts b/functions/src/ingestItemFromPhotos.ts
index 323193c..cc27d06 100644
--- a/functions/src/ingestItemFromPhotos.ts
+++ b/functions/src/ingestItemFromPhotos.ts
@@ -35,6 +35,7 @@ type IngestionStatus =
 type ItemDoc = {
   images?: {
     originalUrl?: string | null;
+    aiUrl?: string | null;
     cleanedUrl?: string | null;
     isPrimary?: boolean;
   }[] | null;
@@ -74,12 +75,14 @@ type ItemDoc = {
     urls?: string[];
     images?: {
       originalUrl?: string | null;
+      aiUrl?: string | null;
       cleanedUrl?: string | null;
       isPrimary?: boolean;
     }[];
     cleanedUrl?: string | null;
     cleanedPhotoUrl?: string | null;
     normalizedUrl?: string | null;
+    aiUrl?: string | null;
     croppedUrl?: string;
     thumbUrl?: string;
   };
@@ -396,11 +399,12 @@ function stringSet(value: unknown): Set<string> {
 function extractPhotoUrls(item: ItemDoc): string[] {
   const values = [
     ...(Array.isArray(item.images)
-      ? item.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      ? item.images.flatMap((image) => [image?.aiUrl ?? "", image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
       : []),
     ...(Array.isArray(item.photos?.images)
-      ? item.photos.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      ? item.photos.images.flatMap((image) => [image?.aiUrl ?? "", image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
       : []),
+    item.photos?.aiUrl ?? "",
     item.photos?.cleanedUrl ?? "",
     item.photos?.cleanedPhotoUrl ?? "",
     item.photos?.originalUrl ?? "",
@@ -428,11 +432,12 @@ function getIngestionStatus(item: ItemDoc | undefined): IngestionStatus | "" {
 function extractIngestionSourceUrls(item: ItemDoc): string[] {
   const values = [
     ...(Array.isArray(item.images)
-      ? item.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      ? item.images.flatMap((image) => [image?.aiUrl ?? "", image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
       : []),
     ...(Array.isArray(item.photos?.images)
-      ? item.photos.images.flatMap((image) => [image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
+      ? item.photos.images.flatMap((image) => [image?.aiUrl ?? "", image?.cleanedUrl ?? "", image?.originalUrl ?? ""])
       : []),
+    item.photos?.aiUrl ?? "",
     item.photos?.cleanedUrl ?? "",
     item.photos?.cleanedPhotoUrl ?? "",
     item.photos?.normalizedUrl ?? "",
@@ -1344,6 +1349,12 @@ async function extractWithOpenAI(photoUrls: string[]): Promise<RawExtraction> {
   if (!apiKey) {
     throw new Error("OPENAI_API_KEY is not configured");
   }
+  const visionPhotoUrls = photoUrls.slice(0, 3);
+  logger.info("[INGEST_VISION_PAYLOAD] prepared image payload", {
+    inputImageCount: photoUrls.length,
+    visionImageCount: visionPhotoUrls.length,
+    detail: "high",
+  });
 
   const response = await fetch("https://api.openai.com/v1/chat/completions", {
     method: "POST",
@@ -1419,9 +1430,9 @@ async function extractWithOpenAI(photoUrls: string[]): Promise<RawExtraction> {
                 "If a piece has multiple visible garment colors, include them and choose the main one as primaryColor.",
               ].join(" "),
             },
-            ...photoUrls.map((photoUrl) => ({
+            ...visionPhotoUrls.map((photoUrl) => ({
               type: "image_url" as const,
-              image_url: { url: photoUrl },
+              image_url: { url: photoUrl, detail: "high" },
             })),
           ],
         },
@@ -1774,6 +1785,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       let warning: string | null = null;
       const storedImageCandidates: {
         originalUrl?: string | null;
+        aiUrl?: string | null;
         cleanedUrl?: string | null;
         isPrimary?: boolean;
       }[] = Array.isArray(after.images)
@@ -1788,6 +1800,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const storedImages = storedImageCandidates
         .map((image) => ({
           originalUrl: String(image?.originalUrl ?? "").trim(),
+          ...(String(image?.aiUrl ?? "").trim()
+            ? { aiUrl: String(image?.aiUrl ?? "").trim() }
+            : {}),
           ...(String(image?.cleanedUrl ?? "").trim()
             ? { cleanedUrl: String(image?.cleanedUrl ?? "").trim() }
             : {}),
@@ -2230,6 +2245,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
 
       const latestImageCandidates: {
         originalUrl?: string | null;
+        aiUrl?: string | null;
         cleanedUrl?: string | null;
         isPrimary?: boolean;
       }[] = Array.isArray(latestBeforeDone.get("images"))
@@ -2240,6 +2256,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const latestImages = latestImageCandidates
         .map((image) => ({
           originalUrl: String(image?.originalUrl ?? "").trim(),
+          ...(String(image?.aiUrl ?? "").trim()
+            ? { aiUrl: String(image?.aiUrl ?? "").trim() }
+            : {}),
           ...(String(image?.cleanedUrl ?? "").trim()
             ? { cleanedUrl: String(image?.cleanedUrl ?? "").trim() }
             : {}),
@@ -2277,6 +2296,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
                 : image.cleanedUrl
                   ? { cleanedUrl: image.cleanedUrl }
                   : {}),
+              ...(image.aiUrl ? { aiUrl: image.aiUrl } : {}),
               isPrimary: image.isPrimary,
             }));
       const preservedPrimaryDisplayUrl =
diff --git a/functions/src/shared/auraCandidatePreview.ts b/functions/src/shared/auraCandidatePreview.ts
index d37c2a6..b801af1 100644
--- a/functions/src/shared/auraCandidatePreview.ts
+++ b/functions/src/shared/auraCandidatePreview.ts
@@ -942,6 +942,7 @@ export async function extractImageCandidates(params: {
   for (let index = 0; index < params.imageGroups.length; index += 1) {
     const imageUrls = params.imageGroups[index] ?? [];
     if (!imageUrls.length) continue;
+    const visionImageUrls = imageUrls.slice(0, 3);
     const response = await params.client.responses.create({
       model: "gpt-5.4-mini",
       input: [
@@ -958,10 +959,10 @@ export async function extractImageCandidates(params: {
               text:
                 "Return JSON with keys: title, category, subCategory, color, brand, material, fit, pattern, confidence. Use null for unknown values.",
             },
-            ...imageUrls.map((url) => ({
+            ...visionImageUrls.map((url) => ({
               type: "input_image" as const,
               image_url: url,
-              detail: "auto" as const,
+              detail: "high" as const,
             })),
           ],
         },
diff --git a/functions/src/shared/auraOutfitPhotoAnalysis.ts b/functions/src/shared/auraOutfitPhotoAnalysis.ts
index 20ee793..9358cc8 100644
--- a/functions/src/shared/auraOutfitPhotoAnalysis.ts
+++ b/functions/src/shared/auraOutfitPhotoAnalysis.ts
@@ -224,7 +224,7 @@ export async function analyzeOutfitPhoto(params: {
           ...images.slice(0, 2).map((image) => ({
             type: "input_image" as const,
             image_url: image.uri,
-            detail: "auto" as const,
+            detail: "high" as const,
           })),
         ],
       },
diff --git a/src/addItem/hooks/useItemExtraction.ts b/src/addItem/hooks/useItemExtraction.ts
index 5d4edb0..203fb12 100644
--- a/src/addItem/hooks/useItemExtraction.ts
+++ b/src/addItem/hooks/useItemExtraction.ts
@@ -967,6 +967,7 @@ export function useItemExtraction({
           photos: {
             originalUrl: uploaded.originalUrl,
             primaryUrl: uploaded.primaryUrl,
+            aiUrl: uploaded.aiUrl,
             urls: uploaded.imageUrls,
             images: uploaded.images,
             ...(nextCleanedPhotoUrl
@@ -1009,6 +1010,7 @@ export function useItemExtraction({
           photoHash,
           originalUrl: uploaded.originalUrl,
           primaryUrl: uploaded.primaryUrl,
+          aiUrl: uploaded.aiUrl,
           cleanedUrl: nextCleanedPhotoUrl,
           normalizedUrl: nextNormalizedPhotoUrl,
           cleanedSource: uploaded.cleanedSource,
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index b474668..18ff926 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -31,6 +31,7 @@ type UploadedPhotoRecord = {
   photoHash: string;
   originalUrl: string;
   primaryUrl: string;
+  aiUrl: string | null;
   cleanedUrl: string | null;
   normalizedUrl: string | null;
   cleanedSource: "vision" | null;
@@ -74,6 +75,7 @@ type ResolvedPhotoFields = {
   cleanedImageUrls: string[];
   images: {
     originalUrl: string;
+    aiUrl?: string | null;
     cleanedUrl?: string | null;
     isPrimary: boolean;
   }[];
@@ -91,13 +93,16 @@ function makeSelectedPhotoId() {
 
 function sanitizePhotoImageRecord(input: {
   originalUrl?: string | null;
+  aiUrl?: string | null;
   cleanedUrl?: string | null;
   isPrimary: boolean;
 }) {
   const originalUrl = String(input.originalUrl ?? "").trim();
+  const aiUrl = String(input.aiUrl ?? "").trim();
   const cleanedUrl = String(input.cleanedUrl ?? "").trim();
   return {
     originalUrl,
+    ...(aiUrl ? { aiUrl } : {}),
     ...(cleanedUrl ? { cleanedUrl } : {}),
     isPrimary: input.isPrimary,
   };
@@ -1081,7 +1086,7 @@ export function usePhotoStep({
         imageUrls: photoUrl ? [photoUrl] : [],
         cleanedImageUrls: serverCleanedUrl ? [serverCleanedUrl] : [],
         images: photoUrl
-          ? [sanitizePhotoImageRecord({ originalUrl: photoUrl, cleanedUrl: serverCleanedUrl, isPrimary: true })]
+          ? [sanitizePhotoImageRecord({ originalUrl: photoUrl, aiUrl: null, cleanedUrl: serverCleanedUrl, isPrimary: true })]
           : [],
       };
     }
@@ -1118,6 +1123,7 @@ export function usePhotoStep({
                 normalizedLocalUri: entry.normalizedLocalUri,
                 saveNormalizedAsCleaned: entry.id === primaryId,
                 originalWidth: entry.originalWidth,
+                originalHeight: entry.originalHeight,
               }),
               UPLOAD_TIMEOUT_MS,
               "Photo upload"
@@ -1130,6 +1136,7 @@ export function usePhotoStep({
                 photoHash: entry.photoHash,
                 originalUrl: uploadedUrl.originalUrl,
                 primaryUrl: uploadedUrl.primaryUrl,
+                aiUrl: uploadedUrl.aiUrl,
                 cleanedUrl: uploadedUrl.cleanedUrl,
                 normalizedUrl: uploadedUrl.normalizedUrl,
                 cleanedSource: uploadedUrl.cleanedUrl ? "vision" : null,
@@ -1184,6 +1191,7 @@ export function usePhotoStep({
         .map((entry) =>
           sanitizePhotoImageRecord({
             originalUrl: entry.uploaded?.primaryUrl ?? "",
+            aiUrl: entry.uploaded?.aiUrl ?? null,
             cleanedUrl: entry.uploaded?.cleanedUrl ?? null,
             isPrimary: entry.id === (primaryEntry?.id ?? ""),
           })
@@ -1247,6 +1255,7 @@ export function usePhotoStep({
           images: [
             sanitizePhotoImageRecord({
               originalUrl: uploaded.primaryUrl,
+              aiUrl: uploaded.aiUrl,
               cleanedUrl: uploaded.cleanedUrl,
               isPrimary: true,
             }),
@@ -1254,10 +1263,12 @@ export function usePhotoStep({
           updatedAt: Date.now(),
           "photos.originalUrl": uploaded.originalUrl,
           "photos.primaryUrl": uploaded.primaryUrl,
+          "photos.aiUrl": uploaded.aiUrl,
           "photos.urls": [uploaded.primaryUrl],
           "photos.images": [
             sanitizePhotoImageRecord({
               originalUrl: uploaded.primaryUrl,
+              aiUrl: uploaded.aiUrl,
               cleanedUrl: uploaded.cleanedUrl,
               isPrimary: true,
             }),
@@ -1297,6 +1308,7 @@ export function usePhotoStep({
             photoHash: pendingPhotoHash,
             originalUrl: uploaded.originalUrl,
             primaryUrl: uploaded.primaryUrl,
+            aiUrl: uploaded.aiUrl,
             cleanedUrl: uploaded.cleanedUrl,
             normalizedUrl: uploaded.normalizedUrl,
             cleanedSource: uploaded.cleanedUrl ? "vision" : null,
@@ -1397,6 +1409,7 @@ export function usePhotoStep({
             photoHash: String(image?.photoHash ?? originalUrl),
             originalUrl,
             primaryUrl: originalUrl,
+            aiUrl: String(image?.aiUrl ?? "").trim() || null,
             cleanedUrl: String(image?.cleanedUrl ?? "").trim() || null,
             normalizedUrl: null,
             cleanedSource: image?.cleanedUrl ? "vision" : null,
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
index 723df6f..75eef3a 100644
--- a/src/lib/auraAttachments.ts
+++ b/src/lib/auraAttachments.ts
@@ -1,5 +1,4 @@
 import * as FileSystem from "expo-file-system/legacy";
-import * as ImageManipulator from "expo-image-manipulator";
 import { getDownloadURL, ref, uploadBytes } from "firebase/storage";
 import { addDoc, collection, doc, setDoc, updateDoc } from "firebase/firestore";
 
@@ -7,6 +6,7 @@ import type { ChatAttachment, ChatAudioAttachment, ChatImageAttachment } from "@
 import { removeBackground } from "@/src/bg/removeBackground";
 import { normalizeCutoutImage } from "@/src/lib/cutoutNormalize";
 import { db, storage } from "@/src/lib/firebase";
+import { optimizeImageForUpload } from "@/src/lib/imageOptimization";
 import { uploadItemPhoto } from "@/src/lib/uploadImage";
 import { analyzeCutoutVisualNormalization } from "@/src/lib/visualNormalization";
 import type { AuraCandidateItem, AuraDetectedOutfitPiece } from "@/src/types/aura";
@@ -87,27 +87,33 @@ async function jpegUploadSourceForAttachment(attachment: ChatAttachment) {
   }
 
   try {
-    const normalized = await ImageManipulator.manipulateAsync(sourceUri, [], {
-      compress: 0.92,
-      format: ImageManipulator.SaveFormat.JPEG,
+    const optimized = await optimizeImageForUpload({
+      uri: sourceUri,
+      width: attachment.type === "image" ? attachment.width ?? null : null,
+      height: attachment.type === "image" ? attachment.height ?? null : null,
+      mimeType: attachment.mimeType ?? null,
+      preset: "aura_chat",
     });
     debugAuraAttachmentLog(AURA_UPLOAD_LOG, "normalized image attachment for upload", {
       attachmentId: attachment.id,
       sourceMimeType: attachment.mimeType ?? null,
-      sourceWidth: attachment.width ?? null,
-      sourceHeight: attachment.height ?? null,
-      normalizedWidth: normalized.width ?? null,
-      normalizedHeight: normalized.height ?? null,
+      sourceWidth: optimized.original.width,
+      sourceHeight: optimized.original.height,
+      sourceBytes: optimized.original.sizeBytes,
+      normalizedWidth: optimized.width,
+      normalizedHeight: optimized.height,
+      normalizedBytes: optimized.sizeBytes,
       outputMimeType: "image/jpeg",
+      optimized: optimized.optimized,
     });
     return {
       sourceUri,
-      uploadUri: normalized.uri,
-      contentType: "image/jpeg",
-      extension: "jpg",
-      normalized: true,
-      width: normalized.width ?? attachment.width ?? null,
-      height: normalized.height ?? attachment.height ?? null,
+      uploadUri: optimized.uri,
+      contentType: optimized.contentType,
+      extension: optimized.extension,
+      normalized: optimized.optimized,
+      width: optimized.width ?? attachment.width ?? null,
+      height: optimized.height ?? attachment.height ?? null,
     };
   } catch (error) {
     debugAuraAttachmentLog(AURA_UPLOAD_LOG, "image normalization failed", {
@@ -486,6 +492,7 @@ async function runPostSavePrimaryImageCutout(params: {
     const nextImages = [
       {
         originalUrl: uploaded.primaryUrl,
+        aiUrl: uploaded.aiUrl,
         ...(uploaded.cleanedUrl ? { cleanedUrl: uploaded.cleanedUrl } : {}),
         isPrimary: true,
         sourceOriginalUrl: primaryUrl,
@@ -503,6 +510,7 @@ async function runPostSavePrimaryImageCutout(params: {
       cleanedSource: uploaded.cleanedUrl ? "vision" : null,
       "photos.originalUrl": uploaded.originalUrl,
       "photos.primaryUrl": primaryDisplayUrl,
+      "photos.aiUrl": uploaded.aiUrl,
       "photos.urls": nextImageUrls,
       "photos.images": nextImages,
       "photos.cleanedUrl": uploaded.cleanedUrl ?? null,
diff --git a/src/lib/imageOptimization.ts b/src/lib/imageOptimization.ts
new file mode 100644
index 0000000..4730560
--- /dev/null
+++ b/src/lib/imageOptimization.ts
@@ -0,0 +1,193 @@
+import * as FileSystem from "expo-file-system/legacy";
+import * as ImageManipulator from "expo-image-manipulator";
+
+const DEBUG_IMAGE_OPTIMIZATION =
+  __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+
+export type ImageOptimizationPreset =
+  | "aura_chat"
+  | "item_ingestion"
+  | "item_display";
+
+type OptimizeImageParams = {
+  uri: string;
+  width?: number | null;
+  height?: number | null;
+  mimeType?: string | null;
+  preset: ImageOptimizationPreset;
+};
+
+export type OptimizedImage = {
+  uri: string;
+  width: number | null;
+  height: number | null;
+  sizeBytes: number | null;
+  contentType: "image/jpeg";
+  extension: "jpg";
+  optimized: boolean;
+  original: {
+    uri: string;
+    width: number | null;
+    height: number | null;
+    sizeBytes: number | null;
+  };
+};
+
+const PRESETS: Record<ImageOptimizationPreset, {
+  maxDimension: number;
+  quality: number;
+  skipReencodeBytes: number;
+}> = {
+  aura_chat: {
+    maxDimension: 1024,
+    quality: 0.8,
+    skipReencodeBytes: 900 * 1024,
+  },
+  item_ingestion: {
+    maxDimension: 1280,
+    quality: 0.82,
+    skipReencodeBytes: 1300 * 1024,
+  },
+  item_display: {
+    maxDimension: 1600,
+    quality: 0.88,
+    skipReencodeBytes: 2400 * 1024,
+  },
+};
+
+function normalizeFileUri(uri: string) {
+  const value = String(uri ?? "").trim();
+  if (!value) return "";
+  if (value.startsWith("file://")) return value;
+  if (value.startsWith("/")) return `file://${value}`;
+  return value;
+}
+
+function looksLikeJpeg(uri: string, mimeType?: string | null) {
+  if (/^image\/jpe?g$/i.test(String(mimeType ?? ""))) return true;
+  return /\.(jpe?g)(?:$|\?)/i.test(String(uri ?? ""));
+}
+
+async function fileSizeBytes(uri: string) {
+  try {
+    const info = await FileSystem.getInfoAsync(normalizeFileUri(uri));
+    return info.exists && typeof (info as { size?: unknown }).size === "number"
+      ? Number((info as { size: number }).size)
+      : null;
+  } catch {
+    return null;
+  }
+}
+
+function resizedDimensions(width: number | null, height: number | null, maxDimension: number) {
+  const sourceWidth = Number(width ?? 0);
+  const sourceHeight = Number(height ?? 0);
+  const hasWidth = Number.isFinite(sourceWidth) && sourceWidth > 0;
+  const hasHeight = Number.isFinite(sourceHeight) && sourceHeight > 0;
+  if (!hasWidth && !hasHeight) {
+    return { width: null, height: null, shouldResize: false };
+  }
+  const largest = Math.max(hasWidth ? sourceWidth : 0, hasHeight ? sourceHeight : 0);
+  if (largest <= maxDimension) {
+    return { width: hasWidth ? sourceWidth : null, height: hasHeight ? sourceHeight : null, shouldResize: false };
+  }
+  if (hasWidth && !hasHeight) {
+    return { width: maxDimension, height: null, shouldResize: true };
+  }
+  if (!hasWidth && hasHeight) {
+    return { width: null, height: maxDimension, shouldResize: true };
+  }
+  const scale = maxDimension / largest;
+  return {
+    width: Math.max(1, Math.round(sourceWidth * scale)),
+    height: Math.max(1, Math.round(sourceHeight * scale)),
+    shouldResize: true,
+  };
+}
+
+export async function optimizeImageForUpload(params: OptimizeImageParams): Promise<OptimizedImage> {
+  const sourceUri = normalizeFileUri(params.uri);
+  if (!sourceUri) {
+    throw new Error("Missing image URI.");
+  }
+  if (/^https?:\/\//i.test(sourceUri)) {
+    throw new Error("Remote images cannot be optimized locally.");
+  }
+
+  const preset = PRESETS[params.preset];
+  const originalSize = await fileSizeBytes(sourceUri);
+  const originalWidth = params.width ?? null;
+  const originalHeight = params.height ?? null;
+  const resized = resizedDimensions(originalWidth, originalHeight, preset.maxDimension);
+  const isJpeg = looksLikeJpeg(sourceUri, params.mimeType);
+  const canSkipReencode =
+    isJpeg &&
+    !resized.shouldResize &&
+    originalSize !== null &&
+    originalSize <= preset.skipReencodeBytes;
+
+  if (canSkipReencode) {
+    if (DEBUG_IMAGE_OPTIMIZATION) {
+      console.log("[ImageOptimization] skipped", {
+        preset: params.preset,
+        originalWidth,
+        originalHeight,
+        originalSize,
+      });
+    }
+    return {
+      uri: sourceUri,
+      width: originalWidth,
+      height: originalHeight,
+      sizeBytes: originalSize,
+      contentType: "image/jpeg",
+      extension: "jpg",
+      optimized: false,
+      original: {
+        uri: sourceUri,
+        width: originalWidth,
+        height: originalHeight,
+        sizeBytes: originalSize,
+      },
+    };
+  }
+
+  const actions = resized.shouldResize
+    ? [{ resize: { ...(resized.width ? { width: resized.width } : {}), ...(resized.height ? { height: resized.height } : {}) } }]
+    : [];
+  const result = await ImageManipulator.manipulateAsync(sourceUri, actions, {
+    compress: preset.quality,
+    format: ImageManipulator.SaveFormat.JPEG,
+  });
+  const optimizedSize = await fileSizeBytes(result.uri);
+
+  if (DEBUG_IMAGE_OPTIMIZATION) {
+    console.log("[ImageOptimization] optimized", {
+      preset: params.preset,
+      originalWidth,
+      originalHeight,
+      originalSize,
+      optimizedWidth: result.width ?? resized.width ?? originalWidth,
+      optimizedHeight: result.height ?? resized.height ?? originalHeight,
+      optimizedSize,
+      maxDimension: preset.maxDimension,
+      quality: preset.quality,
+    });
+  }
+
+  return {
+    uri: result.uri,
+    width: result.width ?? resized.width ?? originalWidth,
+    height: result.height ?? resized.height ?? originalHeight,
+    sizeBytes: optimizedSize,
+    contentType: "image/jpeg",
+    extension: "jpg",
+    optimized: true,
+    original: {
+      uri: sourceUri,
+      width: originalWidth,
+      height: originalHeight,
+      sizeBytes: originalSize,
+    },
+  };
+}
diff --git a/src/lib/uploadImage.ts b/src/lib/uploadImage.ts
index f47ba20..dbf8472 100644
--- a/src/lib/uploadImage.ts
+++ b/src/lib/uploadImage.ts
@@ -1,6 +1,6 @@
-import * as ImageManipulator from "expo-image-manipulator";
 import { getDownloadURL, ref, uploadBytes } from "firebase/storage";
 import { storage } from "./firebase";
+import { optimizeImageForUpload } from "./imageOptimization";
 
 type UploadItemPhotoParams = {
   uid: string;
@@ -11,31 +11,11 @@ type UploadItemPhotoParams = {
   normalizedLocalUri?: string | null;
   saveNormalizedAsCleaned?: boolean;
   originalWidth?: number | null;
+  originalHeight?: number | null;
   maxWidth?: number;
   quality?: number;
 };
 
-async function processImageToJpegUri(params: {
-  localUri: string;
-  originalWidth?: number | null;
-  maxWidth: number;
-  quality: number;
-}) {
-  const { localUri, originalWidth, maxWidth, quality } = params;
-
-  const actions =
-    originalWidth && originalWidth > maxWidth
-      ? [{ resize: { width: maxWidth } }]
-      : [];
-
-  const result = await ImageManipulator.manipulateAsync(localUri, actions, {
-    compress: quality,
-    format: ImageManipulator.SaveFormat.JPEG,
-  });
-
-  return result.uri;
-}
-
 function normalizeFileUri(uri: string) {
   const value = String(uri ?? "").trim();
   if (!value) return "";
@@ -69,17 +49,21 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
     normalizedLocalUri = null,
     saveNormalizedAsCleaned = false,
     originalWidth = null,
-    maxWidth = 1000,
-    quality = 0.7,
-  } = params;
-
-  const processedUri = await processImageToJpegUri({
-    localUri,
-    originalWidth,
+    originalHeight = null,
     maxWidth,
     quality,
+  } = params;
+
+  void maxWidth;
+  void quality;
+
+  const displayImage = await optimizeImageForUpload({
+    uri: localUri,
+    width: originalWidth,
+    height: originalHeight,
+    preset: "item_display",
   });
-  const primaryBlob = await blobFromFileUri(processedUri);
+  const primaryBlob = await blobFromFileUri(displayImage.uri);
 
   const suffix = imageId ? `/${imageId}` : "";
   const storagePath = `users/${uid}/items/${itemId}${suffix}.jpg`;
@@ -89,6 +73,23 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
   });
   const primaryUrl = await getDownloadURL(fileRef);
 
+  const aiImage = await optimizeImageForUpload({
+    uri: localUri,
+    width: originalWidth,
+    height: originalHeight,
+    preset: "item_ingestion",
+  });
+  let aiUrl = primaryUrl;
+  if (aiImage.uri !== displayImage.uri) {
+    const aiBlob = await blobFromFileUri(aiImage.uri);
+    const aiPath = `users/${uid}/items/${itemId}${suffix}.ai.jpg`;
+    const aiRef = ref(storage, aiPath);
+    await uploadBytes(aiRef, aiBlob, {
+      contentType: "image/jpeg",
+    });
+    aiUrl = await getDownloadURL(aiRef);
+  }
+
   const cleanedCandidateUri =
     (saveNormalizedAsCleaned ? normalizedLocalUri : null) ||
     cleanedLocalUri ||
@@ -118,6 +119,7 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
   return {
     originalUrl: primaryUrl,
     primaryUrl,
+    aiUrl,
     cleanedUrl,
     normalizedUrl,
     cleanedSource: cleanedUrl ? "vision" : null,
@@ -125,6 +127,7 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
     images: [
       {
         originalUrl: primaryUrl,
+        aiUrl,
         ...(cleanedUrl ? { cleanedUrl } : {}),
         isPrimary: true,
       },

From ef39e424c2c3d39c9b78a7d017c4e7c27016310f Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 02:36:51 -0500
Subject: [PATCH 65/93] chore(app): remove Expo reset template script

---
 package.json             |   1 -
 scripts/reset-project.js | 112 ---------------------------------------
 2 files changed, 113 deletions(-)
 delete mode 100755 scripts/reset-project.js

diff --git a/package.json b/package.json
index 4301f38..7247081 100644
--- a/package.json
+++ b/package.json
@@ -5,7 +5,6 @@
   "scripts": {
     "start": "expo start",
     "postinstall": "patch-package",
-    "reset-project": "node ./scripts/reset-project.js",
     "android": "expo run:android",
     "ios": "expo run:ios",
     "web": "expo start --web",
diff --git a/scripts/reset-project.js b/scripts/reset-project.js
deleted file mode 100755
index 51dff15..0000000
--- a/scripts/reset-project.js
+++ /dev/null
@@ -1,112 +0,0 @@
-#!/usr/bin/env node
-
-/**
- * This script is used to reset the project to a blank state.
- * It deletes or moves the /app, /components, /hooks, /scripts, and /constants directories to /app-example based on user input and creates a new /app directory with an index.tsx and _layout.tsx file.
- * You can remove the `reset-project` script from package.json and safely delete this file after running it.
- */
-
-const fs = require("fs");
-const path = require("path");
-const readline = require("readline");
-
-const root = process.cwd();
-const oldDirs = ["app", "components", "hooks", "constants", "scripts"];
-const exampleDir = "app-example";
-const newAppDir = "app";
-const exampleDirPath = path.join(root, exampleDir);
-
-const indexContent = `import { Text, View } from "react-native";
-
-export default function Index() {
-  return (
-    <View
-      style={{
-        flex: 1,
-        justifyContent: "center",
-        alignItems: "center",
-      }}
-    >
-      <Text>Edit app/index.tsx to edit this screen.</Text>
-    </View>
-  );
-}
-`;
-
-const layoutContent = `import { Stack } from "expo-router";
-
-export default function RootLayout() {
-  return <Stack />;
-}
-`;
-
-const rl = readline.createInterface({
-  input: process.stdin,
-  output: process.stdout,
-});
-
-const moveDirectories = async (userInput) => {
-  try {
-    if (userInput === "y") {
-      // Create the app-example directory
-      await fs.promises.mkdir(exampleDirPath, { recursive: true });
-      console.log(`📁 /${exampleDir} directory created.`);
-    }
-
-    // Move old directories to new app-example directory or delete them
-    for (const dir of oldDirs) {
-      const oldDirPath = path.join(root, dir);
-      if (fs.existsSync(oldDirPath)) {
-        if (userInput === "y") {
-          const newDirPath = path.join(root, exampleDir, dir);
-          await fs.promises.rename(oldDirPath, newDirPath);
-          console.log(`➡️ /${dir} moved to /${exampleDir}/${dir}.`);
-        } else {
-          await fs.promises.rm(oldDirPath, { recursive: true, force: true });
-          console.log(`❌ /${dir} deleted.`);
-        }
-      } else {
-        console.log(`➡️ /${dir} does not exist, skipping.`);
-      }
-    }
-
-    // Create new /app directory
-    const newAppDirPath = path.join(root, newAppDir);
-    await fs.promises.mkdir(newAppDirPath, { recursive: true });
-    console.log("\n📁 New /app directory created.");
-
-    // Create index.tsx
-    const indexPath = path.join(newAppDirPath, "index.tsx");
-    await fs.promises.writeFile(indexPath, indexContent);
-    console.log("📄 app/index.tsx created.");
-
-    // Create _layout.tsx
-    const layoutPath = path.join(newAppDirPath, "_layout.tsx");
-    await fs.promises.writeFile(layoutPath, layoutContent);
-    console.log("📄 app/_layout.tsx created.");
-
-    console.log("\n✅ Project reset complete. Next steps:");
-    console.log(
-      `1. Run \`npx expo start\` to start a development server.\n2. Edit app/index.tsx to edit the main screen.${
-        userInput === "y"
-          ? `\n3. Delete the /${exampleDir} directory when you're done referencing it.`
-          : ""
-      }`
-    );
-  } catch (error) {
-    console.error(`❌ Error during script execution: ${error.message}`);
-  }
-};
-
-rl.question(
-  "Do you want to move existing files to /app-example instead of deleting them? (Y/n): ",
-  (answer) => {
-    const userInput = answer.trim().toLowerCase() || "y";
-    if (userInput === "y" || userInput === "n") {
-      moveDirectories(userInput).finally(() => rl.close());
-    } else {
-      console.log("❌ Invalid input. Please enter 'Y' or 'N'.");
-      rl.close();
-    }
-  }
-);

From eb15a0e005750bfb643afb77bff0310c6cfae4ff Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 02:46:40 -0500
Subject: [PATCH 66/93] chore(app): remove unused template and legacy files

---
 app/_layout.tsx                             |   8 +-
 app/modal.tsx                               |  29 ----
 components/external-link.tsx                |  25 ---
 components/haptic-tab.tsx                   |  18 --
 components/hello-wave.tsx                   |  19 ---
 components/parallax-scroll-view.tsx         |  79 ---------
 components/themed-text.tsx                  |  60 -------
 components/themed-view.tsx                  |  14 --
 components/ui/collapsible.tsx               |  45 -----
 components/ui/icon-symbol.ios.tsx           |  32 ----
 components/ui/icon-symbol.tsx               |  41 -----
 hooks/use-theme-color.ts                    |  21 ---
 src/addItem/constants.ts                    |  76 ---------
 src/addItem/renderAddRow.tsx                |  78 ---------
 src/addItem/selectors.ts                    |  80 ---------
 src/components/calendar/AgendaCard.tsx      |   1 -
 src/components/calendar/OutfitGrid.tsx      |   1 -
 src/components/calendar/OutfitPlanCard.tsx  |   1 -
 src/components/calendar/PlanOutfitModal.tsx |   1 -
 src/components/calendar/WeatherCard.tsx     |   1 -
 src/components/calendar/WhyModal.tsx        |   1 -
 src/hooks/usePlannedOutfit.ts               | 116 -------------
 src/utils/outfitPlanner.ts                  | 173 --------------------
 23 files changed, 2 insertions(+), 918 deletions(-)
 delete mode 100644 app/modal.tsx
 delete mode 100644 components/external-link.tsx
 delete mode 100644 components/haptic-tab.tsx
 delete mode 100644 components/hello-wave.tsx
 delete mode 100644 components/parallax-scroll-view.tsx
 delete mode 100644 components/themed-text.tsx
 delete mode 100644 components/themed-view.tsx
 delete mode 100644 components/ui/collapsible.tsx
 delete mode 100644 components/ui/icon-symbol.ios.tsx
 delete mode 100644 components/ui/icon-symbol.tsx
 delete mode 100644 hooks/use-theme-color.ts
 delete mode 100644 src/addItem/constants.ts
 delete mode 100644 src/addItem/renderAddRow.tsx
 delete mode 100644 src/addItem/selectors.ts
 delete mode 100644 src/components/calendar/AgendaCard.tsx
 delete mode 100644 src/components/calendar/OutfitGrid.tsx
 delete mode 100644 src/components/calendar/OutfitPlanCard.tsx
 delete mode 100644 src/components/calendar/PlanOutfitModal.tsx
 delete mode 100644 src/components/calendar/WeatherCard.tsx
 delete mode 100644 src/components/calendar/WhyModal.tsx
 delete mode 100644 src/hooks/usePlannedOutfit.ts
 delete mode 100644 src/utils/outfitPlanner.ts

diff --git a/app/_layout.tsx b/app/_layout.tsx
index 27ce4fd..17dc5c1 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -168,10 +168,6 @@ function AuthGate() {
       <Stack.Screen name="(onboarding)" options={{ headerShown: false }} />
       <Stack.Screen name="(tabs)" options={{ headerShown: false }} />
       <Stack.Screen name="aura/swipe" options={{ headerShown: false }} />
-      <Stack.Screen
-        name="modal"
-        options={{ presentation: "modal", title: "Modal" }}
-      />
     </Stack>
   );
 }
@@ -180,7 +176,7 @@ const loadingStyles = StyleSheet.create({
   container: {
     flex: 1,
     alignItems: "center",
-    backgroundColor: "#0A0A0F",
+    backgroundColor: Colors.dark.background,
     overflow: "hidden",
   },
   loadingStack: {
@@ -191,7 +187,7 @@ const loadingStyles = StyleSheet.create({
     transform: [{ translateY: -80 }],
   },
   message: {
-    color: "#FFFFFF",
+    color: Colors.dark.textPrimary,
     fontSize: 16,
     letterSpacing: 1,
     textAlign: "center",
diff --git a/app/modal.tsx b/app/modal.tsx
deleted file mode 100644
index 6dfbc1a..0000000
--- a/app/modal.tsx
+++ /dev/null
@@ -1,29 +0,0 @@
-import { Link } from 'expo-router';
-import { StyleSheet } from 'react-native';
-
-import { ThemedText } from '@/components/themed-text';
-import { ThemedView } from '@/components/themed-view';
-
-export default function ModalScreen() {
-  return (
-    <ThemedView style={styles.container}>
-      <ThemedText type="title">This is a modal</ThemedText>
-      <Link href="/" dismissTo style={styles.link}>
-        <ThemedText type="link">Go to home screen</ThemedText>
-      </Link>
-    </ThemedView>
-  );
-}
-
-const styles = StyleSheet.create({
-  container: {
-    flex: 1,
-    alignItems: 'center',
-    justifyContent: 'center',
-    padding: 20,
-  },
-  link: {
-    marginTop: 15,
-    paddingVertical: 15,
-  },
-});
diff --git a/components/external-link.tsx b/components/external-link.tsx
deleted file mode 100644
index 883e515..0000000
--- a/components/external-link.tsx
+++ /dev/null
@@ -1,25 +0,0 @@
-import { Href, Link } from 'expo-router';
-import { openBrowserAsync, WebBrowserPresentationStyle } from 'expo-web-browser';
-import { type ComponentProps } from 'react';
-
-type Props = Omit<ComponentProps<typeof Link>, 'href'> & { href: Href & string };
-
-export function ExternalLink({ href, ...rest }: Props) {
-  return (
-    <Link
-      target="_blank"
-      {...rest}
-      href={href}
-      onPress={async (event) => {
-        if (process.env.EXPO_OS !== 'web') {
-          // Prevent the default behavior of linking to the default browser on native.
-          event.preventDefault();
-          // Open the link in an in-app browser.
-          await openBrowserAsync(href, {
-            presentationStyle: WebBrowserPresentationStyle.AUTOMATIC,
-          });
-        }
-      }}
-    />
-  );
-}
diff --git a/components/haptic-tab.tsx b/components/haptic-tab.tsx
deleted file mode 100644
index 7f3981c..0000000
--- a/components/haptic-tab.tsx
+++ /dev/null
@@ -1,18 +0,0 @@
-import { BottomTabBarButtonProps } from '@react-navigation/bottom-tabs';
-import { PlatformPressable } from '@react-navigation/elements';
-import * as Haptics from 'expo-haptics';
-
-export function HapticTab(props: BottomTabBarButtonProps) {
-  return (
-    <PlatformPressable
-      {...props}
-      onPressIn={(ev) => {
-        if (process.env.EXPO_OS === 'ios') {
-          // Add a soft haptic feedback when pressing down on the tabs.
-          Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
-        }
-        props.onPressIn?.(ev);
-      }}
-    />
-  );
-}
diff --git a/components/hello-wave.tsx b/components/hello-wave.tsx
deleted file mode 100644
index 5def547..0000000
--- a/components/hello-wave.tsx
+++ /dev/null
@@ -1,19 +0,0 @@
-import Animated from 'react-native-reanimated';
-
-export function HelloWave() {
-  return (
-    <Animated.Text
-      style={{
-        fontSize: 28,
-        lineHeight: 32,
-        marginTop: -6,
-        animationName: {
-          '50%': { transform: [{ rotate: '25deg' }] },
-        },
-        animationIterationCount: 4,
-        animationDuration: '300ms',
-      }}>
-      👋
-    </Animated.Text>
-  );
-}
diff --git a/components/parallax-scroll-view.tsx b/components/parallax-scroll-view.tsx
deleted file mode 100644
index 6f674a7..0000000
--- a/components/parallax-scroll-view.tsx
+++ /dev/null
@@ -1,79 +0,0 @@
-import type { PropsWithChildren, ReactElement } from 'react';
-import { StyleSheet } from 'react-native';
-import Animated, {
-  interpolate,
-  useAnimatedRef,
-  useAnimatedStyle,
-  useScrollOffset,
-} from 'react-native-reanimated';
-
-import { ThemedView } from '@/components/themed-view';
-import { useColorScheme } from '@/hooks/use-color-scheme';
-import { useThemeColor } from '@/hooks/use-theme-color';
-
-const HEADER_HEIGHT = 250;
-
-type Props = PropsWithChildren<{
-  headerImage: ReactElement;
-  headerBackgroundColor: { dark: string; light: string };
-}>;
-
-export default function ParallaxScrollView({
-  children,
-  headerImage,
-  headerBackgroundColor,
-}: Props) {
-  const backgroundColor = useThemeColor({}, 'background');
-  const colorScheme = useColorScheme() ?? 'light';
-  const scrollRef = useAnimatedRef<Animated.ScrollView>();
-  const scrollOffset = useScrollOffset(scrollRef);
-  const headerAnimatedStyle = useAnimatedStyle(() => {
-    return {
-      transform: [
-        {
-          translateY: interpolate(
-            scrollOffset.value,
-            [-HEADER_HEIGHT, 0, HEADER_HEIGHT],
-            [-HEADER_HEIGHT / 2, 0, HEADER_HEIGHT * 0.75]
-          ),
-        },
-        {
-          scale: interpolate(scrollOffset.value, [-HEADER_HEIGHT, 0, HEADER_HEIGHT], [2, 1, 1]),
-        },
-      ],
-    };
-  });
-
-  return (
-    <Animated.ScrollView
-      ref={scrollRef}
-      style={{ backgroundColor, flex: 1 }}
-      scrollEventThrottle={16}>
-      <Animated.View
-        style={[
-          styles.header,
-          { backgroundColor: headerBackgroundColor[colorScheme] },
-          headerAnimatedStyle,
-        ]}>
-        {headerImage}
-      </Animated.View>
-      <ThemedView style={styles.content}>{children}</ThemedView>
-    </Animated.ScrollView>
-  );
-}
-
-const styles = StyleSheet.create({
-  container: {
-    flex: 1,
-  },
-  header: {
-    height: HEADER_HEIGHT,
-    overflow: 'hidden',
-  },
-  content: {
-    flex: 1,
-    padding: 32,
-    gap: 16,
-    overflow: 'hidden',
-  },
-});
diff --git a/components/themed-text.tsx b/components/themed-text.tsx
deleted file mode 100644
index d79d0a1..0000000
--- a/components/themed-text.tsx
+++ /dev/null
@@ -1,60 +0,0 @@
-import { StyleSheet, Text, type TextProps } from 'react-native';
-
-import { useThemeColor } from '@/hooks/use-theme-color';
-
-export type ThemedTextProps = TextProps & {
-  lightColor?: string;
-  darkColor?: string;
-  type?: 'default' | 'title' | 'defaultSemiBold' | 'subtitle' | 'link';
-};
-
-export function ThemedText({
-  style,
-  lightColor,
-  darkColor,
-  type = 'default',
-  ...rest
-}: ThemedTextProps) {
-  const color = useThemeColor({ light: lightColor, dark: darkColor }, 'text');
-
-  return (
-    <Text
-      style={[
-        { color },
-        type === 'default' ? styles.default : undefined,
-        type === 'title' ? styles.title : undefined,
-        type === 'defaultSemiBold' ? styles.defaultSemiBold : undefined,
-        type === 'subtitle' ? styles.subtitle : undefined,
-        type === 'link' ? styles.link : undefined,
-        style,
-      ]}
-      {...rest}
-    />
-  );
-}
-
-const styles = StyleSheet.create({
-  default: {
-    fontSize: 16,
-    lineHeight: 24,
-  },
-  defaultSemiBold: {
-    fontSize: 16,
-    lineHeight: 24,
-    fontWeight: '600',
-  },
-  title: {
-    fontSize: 32,
-    fontWeight: 'bold',
-    lineHeight: 32,
-  },
-  subtitle: {
-    fontSize: 20,
-    fontWeight: 'bold',
-  },
-  link: {
-    lineHeight: 30,
-    fontSize: 16,
-    color: '#0a7ea4',
-  },
-});
diff --git a/components/themed-view.tsx b/components/themed-view.tsx
deleted file mode 100644
index 6f181d8..0000000
--- a/components/themed-view.tsx
+++ /dev/null
@@ -1,14 +0,0 @@
-import { View, type ViewProps } from 'react-native';
-
-import { useThemeColor } from '@/hooks/use-theme-color';
-
-export type ThemedViewProps = ViewProps & {
-  lightColor?: string;
-  darkColor?: string;
-};
-
-export function ThemedView({ style, lightColor, darkColor, ...otherProps }: ThemedViewProps) {
-  const backgroundColor = useThemeColor({ light: lightColor, dark: darkColor }, 'background');
-
-  return <View style={[{ backgroundColor }, style]} {...otherProps} />;
-}
diff --git a/components/ui/collapsible.tsx b/components/ui/collapsible.tsx
deleted file mode 100644
index 6345fde..0000000
--- a/components/ui/collapsible.tsx
+++ /dev/null
@@ -1,45 +0,0 @@
-import { PropsWithChildren, useState } from 'react';
-import { StyleSheet, TouchableOpacity } from 'react-native';
-
-import { ThemedText } from '@/components/themed-text';
-import { ThemedView } from '@/components/themed-view';
-import { IconSymbol } from '@/components/ui/icon-symbol';
-import { Colors } from '@/constants/theme';
-import { useColorScheme } from '@/hooks/use-color-scheme';
-
-export function Collapsible({ children, title }: PropsWithChildren & { title: string }) {
-  const [isOpen, setIsOpen] = useState(false);
-  const theme = useColorScheme() ?? 'light';
-
-  return (
-    <ThemedView>
-      <TouchableOpacity
-        style={styles.heading}
-        onPress={() => setIsOpen((value) => !value)}
-        activeOpacity={0.8}>
-        <IconSymbol
-          name="chevron.right"
-          size={18}
-          weight="medium"
-          color={theme === 'light' ? Colors.light.icon : Colors.dark.icon}
-          style={{ transform: [{ rotate: isOpen ? '90deg' : '0deg' }] }}
-        />
-
-        <ThemedText type="defaultSemiBold">{title}</ThemedText>
-      </TouchableOpacity>
-      {isOpen && <ThemedView style={styles.content}>{children}</ThemedView>}
-    </ThemedView>
-  );
-}
-
-const styles = StyleSheet.create({
-  heading: {
-    flexDirection: 'row',
-    alignItems: 'center',
-    gap: 6,
-  },
-  content: {
-    marginTop: 6,
-    marginLeft: 24,
-  },
-});
diff --git a/components/ui/icon-symbol.ios.tsx b/components/ui/icon-symbol.ios.tsx
deleted file mode 100644
index 9177f4d..0000000
--- a/components/ui/icon-symbol.ios.tsx
+++ /dev/null
@@ -1,32 +0,0 @@
-import { SymbolView, SymbolViewProps, SymbolWeight } from 'expo-symbols';
-import { StyleProp, ViewStyle } from 'react-native';
-
-export function IconSymbol({
-  name,
-  size = 24,
-  color,
-  style,
-  weight = 'regular',
-}: {
-  name: SymbolViewProps['name'];
-  size?: number;
-  color: string;
-  style?: StyleProp<ViewStyle>;
-  weight?: SymbolWeight;
-}) {
-  return (
-    <SymbolView
-      weight={weight}
-      tintColor={color}
-      resizeMode="scaleAspectFit"
-      name={name}
-      style={[
-        {
-          width: size,
-          height: size,
-        },
-        style,
-      ]}
-    />
-  );
-}
diff --git a/components/ui/icon-symbol.tsx b/components/ui/icon-symbol.tsx
deleted file mode 100644
index b7ece6b..0000000
--- a/components/ui/icon-symbol.tsx
+++ /dev/null
@@ -1,41 +0,0 @@
-// Fallback for using MaterialIcons on Android and web.
-
-import MaterialIcons from '@expo/vector-icons/MaterialIcons';
-import { SymbolWeight, SymbolViewProps } from 'expo-symbols';
-import { ComponentProps } from 'react';
-import { OpaqueColorValue, type StyleProp, type TextStyle } from 'react-native';
-
-type IconMapping = Record<SymbolViewProps['name'], ComponentProps<typeof MaterialIcons>['name']>;
-type IconSymbolName = keyof typeof MAPPING;
-
-/**
- * Add your SF Symbols to Material Icons mappings here.
- * - see Material Icons in the [Icons Directory](https://icons.expo.fyi).
- * - see SF Symbols in the [SF Symbols](https://developer.apple.com/sf-symbols/) app.
- */
-const MAPPING = {
-  'house.fill': 'home',
-  'paperplane.fill': 'send',
-  'chevron.left.forwardslash.chevron.right': 'code',
-  'chevron.right': 'chevron-right',
-} as IconMapping;
-
-/**
- * An icon component that uses native SF Symbols on iOS, and Material Icons on Android and web.
- * This ensures a consistent look across platforms, and optimal resource usage.
- * Icon `name`s are based on SF Symbols and require manual mapping to Material Icons.
- */
-export function IconSymbol({
-  name,
-  size = 24,
-  color,
-  style,
-}: {
-  name: IconSymbolName;
-  size?: number;
-  color: string | OpaqueColorValue;
-  style?: StyleProp<TextStyle>;
-  weight?: SymbolWeight;
-}) {
-  return <MaterialIcons color={color} size={size} name={MAPPING[name]} style={style} />;
-}
diff --git a/hooks/use-theme-color.ts b/hooks/use-theme-color.ts
deleted file mode 100644
index 0cbc3a6..0000000
--- a/hooks/use-theme-color.ts
+++ /dev/null
@@ -1,21 +0,0 @@
-/**
- * Learn more about light and dark modes:
- * https://docs.expo.dev/guides/color-schemes/
- */
-
-import { Colors } from '@/constants/theme';
-import { useColorScheme } from '@/hooks/use-color-scheme';
-
-export function useThemeColor(
-  props: { light?: string; dark?: string },
-  colorName: keyof typeof Colors.light & keyof typeof Colors.dark
-) {
-  const theme = useColorScheme() ?? 'light';
-  const colorFromProps = props[theme];
-
-  if (colorFromProps) {
-    return colorFromProps;
-  } else {
-    return Colors[theme][colorName];
-  }
-}
diff --git a/src/addItem/constants.ts b/src/addItem/constants.ts
deleted file mode 100644
index 8f1f5a7..0000000
--- a/src/addItem/constants.ts
+++ /dev/null
@@ -1,76 +0,0 @@
-import { Category } from "../shared/wardrobeTaxonomy";
-
-export const CATEGORIES: Category[] = Object.values(Category);
-
-export const DEFAULT_COLORS = [
-  "Black",
-  "White",
-  "Blue",
-  "Grey",
-  "Brown",
-  "Green",
-  "Red",
-  "Gold",
-  "Beige",
-  "Cream",
-  "Silver",
-];
-
-export const OCCASION_OPTIONS = [
-  "work",
-  "gym",
-  "party",
-  "date",
-  "travel",
-  "lounge",
-  "formal_event",
-  "streetwear",
-] as const;
-
-export const SEASON_OPTIONS = ["summer", "winter", "spring_fall", "all_season"] as const;
-
-export const FIT_OPTIONS = ["slim", "regular", "oversized", "relaxed", "unknown"] as const;
-export const RISE_OPTIONS = ["low", "mid", "high", "unknown"] as const;
-export const LEG_SHAPE_OPTIONS = [
-  "skinny",
-  "tapered",
-  "straight",
-  "wide",
-  "flare",
-  "unknown",
-] as const;
-
-export const SIZE_OPTIONS = ["XXS", "XS", "S", "M", "L", "XL", "XXL"] as const;
-
-export const MATERIAL_OPTIONS = [
-  "cotton",
-  "denim",
-  "polyester",
-  "wool",
-  "leather",
-  "linen",
-  "nylon",
-  "silk",
-  "rayon",
-  "fleece",
-  "unknown",
-] as const;
-
-export const PATTERN_OPTIONS = [
-  "solid",
-  "striped",
-  "plaid",
-  "checked",
-  "graphic",
-  "logo",
-  "text",
-  "floral",
-  "dots",
-  "camouflage",
-  "textured",
-  "other",
-  "unknown",
-] as const;
-
-export const DEFAULT_REFINE_VALUE = 1 / 3;
-export const CURRENCIES = ["USD", "INR", "EUR", "GBP", "CAD", "AUD"] as const;
diff --git a/src/addItem/renderAddRow.tsx b/src/addItem/renderAddRow.tsx
deleted file mode 100644
index 605d727..0000000
--- a/src/addItem/renderAddRow.tsx
+++ /dev/null
@@ -1,78 +0,0 @@
-import React from "react";
-import { makeDevThrottleLogger } from "./devPerf";
-import { SectionTitle } from "./ui/SectionTitle";
-import { PhotoStep } from "./sections/PhotoStep";
-import { BasicsStep } from "./sections/BasicsStep";
-import { DetailsStep } from "./sections/DetailsStep";
-import {
-  AdvancedToggleRow,
-  FabricHeaderRow,
-  FabricContentRow,
-  SizeHeaderRow,
-  SizeContentRow,
-  OccasionHeaderRow,
-  OccasionContentRow,
-  SeasonHeaderRow,
-  SeasonContentRow,
-  FitHeaderRow,
-  FitContentRow,
-  NotesHeaderRow,
-  NotesContentRow,
-} from "./sections/AdvancedSections";
-
-const logRenderAddRow = makeDevThrottleLogger("renderAddRow");
-
-export function renderAddRow({
-  rowKey,
-  controller,
-}: {
-  rowKey: string;
-  controller: any;
-}) {
-  if (__DEV__) {
-    logRenderAddRow({ rowKey });
-  }
-  switch (rowKey) {
-    case "photo":
-      return <PhotoStep controller={controller} />;
-    case "basics":
-      return <BasicsStep controller={controller} />;
-    case "details":
-      return <DetailsStep controller={controller} />;
-    case "advanced-toggle":
-      return <AdvancedToggleRow controller={controller} />;
-    case "fabric-header":
-      return <FabricHeaderRow controller={controller} />;
-    case "fabric-content":
-      return <FabricContentRow controller={controller} />;
-    case "size-header":
-      return <SizeHeaderRow controller={controller} />;
-    case "size-content":
-      return <SizeContentRow controller={controller} />;
-    case "occasion-header":
-      return <OccasionHeaderRow controller={controller} />;
-    case "occasion-content":
-      return <OccasionContentRow controller={controller} />;
-    case "season-header":
-      return <SeasonHeaderRow controller={controller} />;
-    case "season-content":
-      return <SeasonContentRow controller={controller} />;
-    case "fit-header":
-      return <FitHeaderRow controller={controller} />;
-    case "fit-content":
-      return <FitContentRow controller={controller} />;
-    case "notes-header":
-      return <NotesHeaderRow controller={controller} />;
-    case "notes-content":
-      return <NotesContentRow controller={controller} />;
-    case "advanced-header":
-      return (
-        <SectionTitle
-          title="Advanced"
-          subtitle="Optional details you can fill in later."
-        />
-      );
-    default:
-      return null;
-  }
-}
diff --git a/src/addItem/selectors.ts b/src/addItem/selectors.ts
deleted file mode 100644
index 560c529..0000000
--- a/src/addItem/selectors.ts
+++ /dev/null
@@ -1,80 +0,0 @@
-export function makeCreateSessionId() {
-  return `${Date.now()}-${Math.random().toString(36).slice(2, 10)}`;
-}
-
-export function norm(s: string) {
-  return (s || "").trim();
-}
-
-export function normColor(s: string) {
-  const t = norm(s);
-  if (!t) return "";
-  return t.charAt(0).toUpperCase() + t.slice(1).toLowerCase();
-}
-
-export function getRefineOptions(value: number) {
-  const normalizedValue = Math.max(0, Math.min(1, value));
-  const edgeTighten = 0.45 + normalizedValue * 0.2;
-  return {
-    threshold: 0.63 + normalizedValue * 0.03,
-    cleanupRadius: Math.round(2 + normalizedValue),
-    feather: 0,
-    edgeTighten,
-    maskToAlpha: true,
-  };
-}
-
-export function getRefineRequestKey(uri: string, value: number) {
-  const { threshold, cleanupRadius, feather, edgeTighten } = getRefineOptions(value);
-  return [uri, threshold.toFixed(2), cleanupRadius, feather, edgeTighten.toFixed(2)].join("|");
-}
-
-export function normalizeIngestionStatus(value: unknown) {
-  const normalized = String(value ?? "").trim().toLowerCase();
-  if (["pending", "processing", "done", "failed"].includes(normalized)) {
-    return normalized as "pending" | "processing" | "done" | "failed";
-  }
-  return null;
-}
-
-export function buildPhotoHash(asset: {
-  fileSize?: number;
-  width?: number;
-  height?: number;
-  fileName?: string;
-  assetId?: string;
-}) {
-  return [
-    asset.fileSize ?? 0,
-    `${asset.width ?? 0}x${asset.height ?? 0}`,
-    asset.fileName ?? "",
-    asset.assetId ?? "",
-  ].join("-");
-}
-
-export function getWarmthLabel(warmthPreference: number | null) {
-  if (warmthPreference == null) return "Auto";
-  if (warmthPreference < 0.34) return "Light";
-  if (warmthPreference < 0.67) return "Balanced";
-  return "Warm";
-}
-
-export function getSetupProgress(args: {
-  hasPhoto: boolean;
-  hasCategory: boolean;
-  hasColors: boolean;
-  hasBrandOrName: boolean;
-  hasMaterialOrPattern: boolean;
-}) {
-  const slots = [
-    args.hasPhoto,
-    args.hasCategory,
-    args.hasColors,
-    args.hasBrandOrName,
-    args.hasMaterialOrPattern,
-  ];
-  const completed = slots.filter(Boolean).length;
-  const total = slots.length;
-  const ratio = completed / total;
-  return { completed, total, ratio, percent: Math.round(ratio * 100) };
-}
diff --git a/src/components/calendar/AgendaCard.tsx b/src/components/calendar/AgendaCard.tsx
deleted file mode 100644
index db8bbe3..0000000
--- a/src/components/calendar/AgendaCard.tsx
+++ /dev/null
@@ -1 +0,0 @@
-export { default } from "../AgendaCard";
diff --git a/src/components/calendar/OutfitGrid.tsx b/src/components/calendar/OutfitGrid.tsx
deleted file mode 100644
index 473ca66..0000000
--- a/src/components/calendar/OutfitGrid.tsx
+++ /dev/null
@@ -1 +0,0 @@
-export { default } from "../OutfitGrid";
diff --git a/src/components/calendar/OutfitPlanCard.tsx b/src/components/calendar/OutfitPlanCard.tsx
deleted file mode 100644
index eaa40c7..0000000
--- a/src/components/calendar/OutfitPlanCard.tsx
+++ /dev/null
@@ -1 +0,0 @@
-export { default } from "../DailyOutfitCard";
diff --git a/src/components/calendar/PlanOutfitModal.tsx b/src/components/calendar/PlanOutfitModal.tsx
deleted file mode 100644
index fe0581c..0000000
--- a/src/components/calendar/PlanOutfitModal.tsx
+++ /dev/null
@@ -1 +0,0 @@
-export { default } from "./SwapSheet";
diff --git a/src/components/calendar/WeatherCard.tsx b/src/components/calendar/WeatherCard.tsx
deleted file mode 100644
index e099730..0000000
--- a/src/components/calendar/WeatherCard.tsx
+++ /dev/null
@@ -1 +0,0 @@
-export { default } from "../WeatherCard";
diff --git a/src/components/calendar/WhyModal.tsx b/src/components/calendar/WhyModal.tsx
deleted file mode 100644
index 46aeaec..0000000
--- a/src/components/calendar/WhyModal.tsx
+++ /dev/null
@@ -1 +0,0 @@
-export { default } from "../WhyModal";
diff --git a/src/hooks/usePlannedOutfit.ts b/src/hooks/usePlannedOutfit.ts
deleted file mode 100644
index 2d4fd21..0000000
--- a/src/hooks/usePlannedOutfit.ts
+++ /dev/null
@@ -1,116 +0,0 @@
-// Deprecated planner hook: the current Calendar/Today flows subscribe through
-// dailyOutfits.ts and generate Calendar suggestions with outfitPlanning.ts.
-import { useCallback, useEffect, useMemo, useState } from "react";
-
-import { ClothingItem } from "../../src/types/ClothingItem";
-import { buildPlannedOutfit, EventLike, PlannedOutfit } from "../utils/outfitPlanner";
-import { dateKeyOf } from "../utils/streak";
-import { getStoredJson, setStoredJson } from "../utils/storage";
-
-type CachePayload = {
-  version: 1;
-  dayKey: string;
-  itemIds: string[];
-  reasons: string[];
-  variation: number;
-};
-
-type Input = {
-  items: ClothingItem[];
-  selectedDate: Date;
-  weatherLabel?: string;
-  tempC?: number;
-  events?: EventLike[];
-};
-
-const CACHE_PREFIX = "wardrobe_ai_calendar_outfit_v1";
-
-export function usePlannedOutfit({ items, selectedDate, weatherLabel, tempC, events }: Input) {
-  const [variation, setVariation] = useState(0);
-  const [planned, setPlanned] = useState<PlannedOutfit | null>(null);
-  const [loading, setLoading] = useState(true);
-
-  const dayKey = useMemo(() => dateKeyOf(selectedDate), [selectedDate]);
-  const cacheKey = `${CACHE_PREFIX}:${dayKey}`;
-
-  const itemById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
-
-  const buildAndStore = useCallback(
-    async (nextVariation: number) => {
-      const generated = buildPlannedOutfit(items, {
-        dayKey,
-        variation: nextVariation,
-        weatherLabel,
-        tempC,
-        events,
-      });
-
-      setPlanned(generated);
-      await setStoredJson<CachePayload>(cacheKey, {
-        version: 1,
-        dayKey,
-        itemIds: generated.itemIds,
-        reasons: generated.reasons,
-        variation: nextVariation,
-      });
-    },
-    [cacheKey, dayKey, events, items, tempC, weatherLabel]
-  );
-
-  useEffect(() => {
-    let cancelled = false;
-
-    async function load() {
-      setLoading(true);
-      const cached = await getStoredJson<CachePayload>(cacheKey);
-      if (cancelled) return;
-
-      if (cached?.version === 1 && cached.dayKey === dayKey && cached.itemIds?.length) {
-        const cachedItems = cached.itemIds
-          .map((id) => itemById.get(id))
-          .filter(Boolean) as ClothingItem[];
-
-        if (cachedItems.length > 0) {
-          const regenerated = buildPlannedOutfit(items, {
-            dayKey,
-            variation: cached.variation ?? 0,
-            weatherLabel,
-            tempC,
-            events,
-          });
-
-          const reasons = cached.reasons?.length ? cached.reasons : regenerated.reasons;
-          setVariation(cached.variation ?? 0);
-          setPlanned({ ...regenerated, reasons });
-          setLoading(false);
-          return;
-        }
-      }
-
-      await buildAndStore(0);
-      if (!cancelled) setVariation(0);
-      if (!cancelled) setLoading(false);
-    }
-
-    load().catch(() => {
-      if (!cancelled) setLoading(false);
-    });
-
-    return () => {
-      cancelled = true;
-    };
-  }, [buildAndStore, cacheKey, dayKey, events, itemById, items, tempC, weatherLabel]);
-
-  const regenerate = useCallback(async () => {
-    const next = variation + 1;
-    setVariation(next);
-    await buildAndStore(next);
-  }, [buildAndStore, variation]);
-
-  return {
-    dayKey,
-    loading,
-    planned,
-    regenerate,
-  };
-}
diff --git a/src/utils/outfitPlanner.ts b/src/utils/outfitPlanner.ts
deleted file mode 100644
index e2d0d7f..0000000
--- a/src/utils/outfitPlanner.ts
+++ /dev/null
@@ -1,173 +0,0 @@
-// Deprecated planner path: current Calendar/Today flows use outfitPlanning.ts for
-// suggestions and dailyOutfits.ts for saved daily outfit records.
-import { normalizeLaundryStatus, toCanonicalCategory } from "../../src/lib/items";
-import { ClothingItem } from "../../src/types/ClothingItem";
-
-export type EventLike = { id: string; title: string; timeLabel?: string };
-
-export type PlannedOutfit = {
-  itemIds: string[];
-  slots: {
-    outerwear: ClothingItem | null;
-    top: ClothingItem | null;
-    bottom: ClothingItem | null;
-    shoes: ClothingItem | null;
-  };
-  reasons: string[];
-};
-
-type PlannerOptions = {
-  dayKey: string;
-  variation: number;
-  weatherLabel?: string;
-  tempC?: number;
-  events?: EventLike[];
-};
-
-function norm(v?: string | null) {
-  return (v ?? "").trim().toLowerCase();
-}
-
-function hashString(input: string) {
-  let hash = 0;
-  for (let i = 0; i < input.length; i += 1) {
-    hash = (hash << 5) - hash + input.charCodeAt(i);
-    hash |= 0;
-  }
-  return Math.abs(hash);
-}
-
-function seededBias(id: string, seed: string) {
-  return (hashString(`${seed}:${id}`) % 1000) / 1000;
-}
-
-function toMillis(value: unknown): number | null {
-  // TODO(wardrobe-ai): if schema migrates to lastWornAt, pass that value here.
-  if (!value) return null;
-  if (typeof value === "number") return Number.isFinite(value) ? value : null;
-  if (value instanceof Date) return Number.isNaN(value.getTime()) ? null : value.getTime();
-  if (typeof (value as { toDate?: () => Date }).toDate === "function") {
-    const out = (value as { toDate: () => Date }).toDate();
-    return Number.isNaN(out.getTime()) ? null : out.getTime();
-  }
-  return null;
-}
-
-function isWetWeather(label?: string) {
-  const v = norm(label);
-  return ["rain", "drizzle", "snow", "showers", "thunder"].some((token) => v.includes(token));
-}
-
-function isWindy(label?: string) {
-  const v = norm(label);
-  return v.includes("wind");
-}
-
-function inferEventVibe(event?: EventLike): "formal" | "smart_casual" | "casual" | "active" {
-  const title = norm(event?.title);
-  if (!title) return "casual";
-  if (["gym", "run", "workout", "training", "sport"].some((x) => title.includes(x))) return "active";
-  if (["wedding", "interview", "board", "formal", "ceremony", "conference"].some((x) => title.includes(x))) {
-    return "formal";
-  }
-  if (["meeting", "office", "client", "dinner", "date", "presentation"].some((x) => title.includes(x))) {
-    return "smart_casual";
-  }
-  return "casual";
-}
-
-function vibeTag(vibe: ReturnType<typeof inferEventVibe>) {
-  if (vibe === "formal") return "Formal";
-  if (vibe === "smart_casual") return "Smart casual";
-  if (vibe === "active") return "Active";
-  return "Casual";
-}
-
-function scoreItem(item: ClothingItem, opts: PlannerOptions, slot: "outerwear" | "top" | "bottom" | "shoes") {
-  const wears = Number(item.wearCountSinceWash ?? 0);
-  const lastWorn = toMillis(item.lastWornDate);
-  const daysSinceWorn = lastWorn ? (Date.now() - lastWorn) / (24 * 60 * 60 * 1000) : 99;
-  const eventVibe = inferEventVibe(opts.events?.[0]);
-  const warmTarget = typeof opts.tempC === "number" ? (opts.tempC <= 8 ? 0.85 : opts.tempC >= 24 ? 0.3 : 0.55) : 0.5;
-  const warmth = typeof item.warmthScore === "number" ? item.warmthScore : 0.5;
-  const formality = typeof item.formalityScore === "number" ? item.formalityScore : 0.5;
-  const formalityTarget =
-    eventVibe === "formal" ? 0.85 : eventVibe === "smart_casual" ? 0.65 : eventVibe === "active" ? 0.35 : 0.45;
-
-  let score = 0;
-  score += Math.min(1, daysSinceWorn / 14) * 0.35;
-  score += Math.max(0, 1 - wears / 4) * 0.25;
-  score += Math.max(0, 1 - Math.abs(warmth - warmTarget)) * 0.2;
-  score += Math.max(0, 1 - Math.abs(formality - formalityTarget)) * 0.12;
-
-  if (slot === "outerwear") {
-    if (warmTarget >= 0.7 || isWetWeather(opts.weatherLabel) || isWindy(opts.weatherLabel)) score += 0.18;
-    else score -= 0.08;
-  }
-
-  if (slot === "top" && daysSinceWorn < 2) score -= 0.15;
-
-  score += seededBias(item.id, `${opts.dayKey}:${opts.variation}`) * 0.08;
-  return score;
-}
-
-function pickBest(items: ClothingItem[], opts: PlannerOptions, slot: "outerwear" | "top" | "bottom" | "shoes") {
-  const sorted = [...items].sort((a, b) => {
-    const diff = scoreItem(b, opts, slot) - scoreItem(a, opts, slot);
-    if (Math.abs(diff) > 0.0001) return diff;
-    return a.id.localeCompare(b.id);
-  });
-  return sorted[0] ?? null;
-}
-
-export function weatherTip(tempC?: number, label?: string) {
-  if (typeof tempC === "number" && tempC <= 8) return "Cold today — consider a jacket";
-  if (isWetWeather(label)) return "Wet weather — consider water-resistant outerwear";
-  if (isWindy(label)) return "Windy — layer up";
-  return "Comfortable conditions — light layers should work";
-}
-
-export function suggestedVibeForEvent(event?: EventLike) {
-  return vibeTag(inferEventVibe(event));
-}
-
-export function buildPlannedOutfit(items: ClothingItem[], opts: PlannerOptions): PlannedOutfit {
-  const available = items.filter((item) => item?.id && normalizeLaundryStatus(item) !== "in_laundry");
-  const tops = available.filter((item) => toCanonicalCategory(item.category) === "top");
-  const bottoms = available.filter((item) => toCanonicalCategory(item.category) === "bottom");
-  const shoes = available.filter((item) => toCanonicalCategory(item.category) === "shoes");
-  const outerwearPool = available.filter((item) => toCanonicalCategory(item.category) === "outerwear");
-
-  const top = pickBest(tops, opts, "top");
-  const bottom = pickBest(bottoms, opts, "bottom");
-  const shoe = pickBest(shoes, opts, "shoes");
-
-  const shouldIncludeOuterwear =
-    (typeof opts.tempC === "number" && opts.tempC <= 12) ||
-    isWetWeather(opts.weatherLabel) ||
-    isWindy(opts.weatherLabel);
-
-  const outerwear = shouldIncludeOuterwear ? pickBest(outerwearPool, opts, "outerwear") : null;
-
-  const reasons: string[] = [];
-  if (outerwear) reasons.push("Added outerwear based on today’s weather context.");
-  if (opts.events?.length) {
-    reasons.push(`Adjusted style direction for today’s event: ${opts.events[0].title}.`);
-  }
-  if (top) reasons.push(`${top.name || top.subCategory || "Top"} was prioritized to improve wardrobe rotation.`);
-  if (bottom) reasons.push(`${bottom.name || bottom.subCategory || "Bottom"} has a good formality and warmth balance.`);
-  if (shoe) reasons.push(`${shoe.name || shoe.subCategory || "Shoes"} complements the selected outfit vibe.`);
-
-  const selected = [outerwear, top, bottom, shoe].filter(Boolean) as ClothingItem[];
-
-  return {
-    itemIds: selected.map((item) => item.id),
-    slots: {
-      outerwear,
-      top,
-      bottom,
-      shoes: shoe,
-    },
-    reasons,
-  };
-}

From e959b6c0db26ebc25128293226dddc5e71b9b8b8 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 02:51:13 -0500
Subject: [PATCH 67/93] chore(deps): remove unused app dependencies

---
 package-lock.json | 44 --------------------------------------------
 package.json      |  3 ---
 2 files changed, 47 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index 0c0f5a2..6dafa41 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,7 +11,6 @@
       "dependencies": {
         "@d11/react-native-fast-image": "^8.13.0",
         "@expo/vector-icons": "^15.0.3",
-        "@lottiefiles/dotlottie-react": "^0.13.5",
         "@react-native-async-storage/async-storage": "2.2.0",
         "@react-native-community/slider": "^5.0.1",
         "@react-native-google-signin/google-signin": "^16.1.2",
@@ -44,10 +43,8 @@
         "expo-router": "~6.0.21",
         "expo-splash-screen": "~31.0.13",
         "expo-status-bar": "~3.0.9",
-        "expo-symbols": "~1.0.8",
         "expo-system-ui": "~6.0.9",
         "expo-vision-bg": "file:modules/expo-vision-bg",
-        "expo-web-browser": "~15.0.10",
         "firebase": "^12.9.0",
         "lottie-react-native": "~7.3.1",
         "react": "19.1.0",
@@ -3425,24 +3422,6 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
-    "node_modules/@lottiefiles/dotlottie-react": {
-      "version": "0.13.5",
-      "resolved": "https://registry.npmjs.org/@lottiefiles/dotlottie-react/-/dotlottie-react-0.13.5.tgz",
-      "integrity": "sha512-4U5okwjRqDPkjB572hfZtLXJ/LGfCo6vDwUB2KIPEUoSgqbIlw+UrbnaqVp3GS+dRvhMD27F2JObpHpYRlpF0Q==",
-      "license": "MIT",
-      "dependencies": {
-        "@lottiefiles/dotlottie-web": "0.44.0"
-      },
-      "peerDependencies": {
-        "react": "^17 || ^18 || ^19"
-      }
-    },
-    "node_modules/@lottiefiles/dotlottie-web": {
-      "version": "0.44.0",
-      "resolved": "https://registry.npmjs.org/@lottiefiles/dotlottie-web/-/dotlottie-web-0.44.0.tgz",
-      "integrity": "sha512-IUWKVciDJI/BMWDWnh7j0Ngd0N8q9ySRAwm84aDqIE07qpmdZ7x1rkIpBaU1yHSNqNYHeh1Rxsl+LC3CY4f0KA==",
-      "license": "MIT"
-    },
     "node_modules/@napi-rs/wasm-runtime": {
       "version": "0.2.12",
       "resolved": "https://registry.npmjs.org/@napi-rs/wasm-runtime/-/wasm-runtime-0.2.12.tgz",
@@ -8606,19 +8585,6 @@
         "react-native": "*"
       }
     },
-    "node_modules/expo-symbols": {
-      "version": "1.0.8",
-      "resolved": "https://registry.npmjs.org/expo-symbols/-/expo-symbols-1.0.8.tgz",
-      "integrity": "sha512-7bNjK350PaQgxBf0owpmSYkdZIpdYYmaPttDBb2WIp6rIKtcEtdzdfmhsc2fTmjBURHYkg36+eCxBFXO25/1hw==",
-      "license": "MIT",
-      "dependencies": {
-        "sf-symbols-typescript": "^2.0.0"
-      },
-      "peerDependencies": {
-        "expo": "*",
-        "react-native": "*"
-      }
-    },
     "node_modules/expo-system-ui": {
       "version": "6.0.9",
       "resolved": "https://registry.npmjs.org/expo-system-ui/-/expo-system-ui-6.0.9.tgz",
@@ -8643,16 +8609,6 @@
       "resolved": "modules/expo-vision-bg",
       "link": true
     },
-    "node_modules/expo-web-browser": {
-      "version": "15.0.10",
-      "resolved": "https://registry.npmjs.org/expo-web-browser/-/expo-web-browser-15.0.10.tgz",
-      "integrity": "sha512-fvDhW4bhmXAeWFNFiInmsGCK83PAqAcQaFyp/3pE/jbdKmFKoRCWr46uZGIfN4msLK/OODhaQ/+US7GSJNDHJg==",
-      "license": "MIT",
-      "peerDependencies": {
-        "expo": "*",
-        "react-native": "*"
-      }
-    },
     "node_modules/exponential-backoff": {
       "version": "3.1.3",
       "resolved": "https://registry.npmjs.org/exponential-backoff/-/exponential-backoff-3.1.3.tgz",
diff --git a/package.json b/package.json
index 7247081..f09166e 100644
--- a/package.json
+++ b/package.json
@@ -13,7 +13,6 @@
   "dependencies": {
     "@d11/react-native-fast-image": "^8.13.0",
     "@expo/vector-icons": "^15.0.3",
-    "@lottiefiles/dotlottie-react": "^0.13.5",
     "@react-native-async-storage/async-storage": "2.2.0",
     "@react-native-community/slider": "^5.0.1",
     "@react-native-google-signin/google-signin": "^16.1.2",
@@ -46,10 +45,8 @@
     "expo-router": "~6.0.21",
     "expo-splash-screen": "~31.0.13",
     "expo-status-bar": "~3.0.9",
-    "expo-symbols": "~1.0.8",
     "expo-system-ui": "~6.0.9",
     "expo-vision-bg": "file:modules/expo-vision-bg",
-    "expo-web-browser": "~15.0.10",
     "firebase": "^12.9.0",
     "lottie-react-native": "~7.3.1",
     "react": "19.1.0",

From 10b96d306428552685f71500cb632bb6d5e1872d Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 03:33:34 -0500
Subject: [PATCH 68/93] refactor(app): extract pure closet onboarding and aura
 helpers

---
 app/(onboarding)/index.tsx          | 176 ++-----------------
 app/(tabs)/ai.tsx                   | 150 ++--------------
 app/(tabs)/closet.tsx               | 261 ++--------------------------
 src/closet/closetListModel.ts       | 252 +++++++++++++++++++++++++++
 src/lib/auraChatHelpers.ts          | 144 +++++++++++++++
 src/onboarding/onboardingFormat.ts  |  74 ++++++++
 src/onboarding/onboardingOptions.ts |  91 ++++++++++
 7 files changed, 604 insertions(+), 544 deletions(-)
 create mode 100644 src/closet/closetListModel.ts
 create mode 100644 src/lib/auraChatHelpers.ts
 create mode 100644 src/onboarding/onboardingFormat.ts
 create mode 100644 src/onboarding/onboardingOptions.ts

diff --git a/app/(onboarding)/index.tsx b/app/(onboarding)/index.tsx
index d330ef2..2e05d7e 100644
--- a/app/(onboarding)/index.tsx
+++ b/app/(onboarding)/index.tsx
@@ -33,170 +33,30 @@ import {
   saveUserAccountProfile,
   saveUserProfilePreferences,
 } from "@/src/lib/userProfile";
+import {
+  FIT_OPTIONS,
+  OCCASION_OPTIONS,
+  SHOE_SIZES_EU,
+  STEPS,
+  STYLE_OPTIONS,
+  WARDROBE_MODE_CARDS,
+} from "@/src/onboarding/onboardingOptions";
+import {
+  euShoeConversion,
+  formatHeight,
+  getLocaleParts,
+  humanize,
+  messageForOnboardingSaveError,
+  shoeValueFromDraft,
+  toggleValue,
+  unitsForPreference,
+} from "@/src/onboarding/onboardingFormat";
 import type {
   UnitsPreference,
   UserProfilePreferences,
   WardrobeMode,
 } from "@/src/types/UserProfilePreferences";
 
-const WARDROBE_MODE_CARDS: {
-  value: Exclude<WardrobeMode, "custom">;
-  icon: string;
-  label: string;
-  description: string;
-}[] = [
-  {
-    value: "masculine",
-    icon: "M",
-    label: "Masculine",
-    description: "Menswear cuts and silhouettes",
-  },
-  {
-    value: "feminine",
-    icon: "F",
-    label: "Feminine",
-    description: "Womenswear cuts and silhouettes",
-  },
-  {
-    value: "neutral",
-    icon: "N",
-    label: "Neutral",
-    description: "Unisex and gender-neutral pieces",
-  },
-  {
-    value: "mixed",
-    icon: "A",
-    label: "Mixed",
-    description: "Across all categories freely",
-  },
-];
-
-const STYLE_OPTIONS = [
-  "streetwear",
-  "casual",
-  "smart_casual",
-  "formal",
-  "minimal",
-  "sporty",
-  "luxury",
-  "modest",
-  "vintage",
-  "edgy",
-] as const;
-
-const OCCASION_OPTIONS = [
-  "daily",
-  "work",
-  "college",
-  "gym",
-  "party",
-  "date_night",
-  "travel",
-  "formal_events",
-] as const;
-
-const FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
-const SHOE_SIZES_EU = Array.from({ length: 14 }, (_, index) => 35 + index);
-const IMPERIAL_REGIONS = new Set(["US", "LR", "MM"]);
-
-type StepKey = "wardrobeMode" | "style" | "categories" | "profile";
-
-type Step = {
-  key: StepKey;
-  title: string;
-  subtitle: string;
-};
-
-const STEPS: Step[] = [
-  {
-    key: "wardrobeMode",
-    title: "How do you dress?",
-    subtitle: "Choose the wardrobe language AURA should use for silhouettes and styling.",
-  },
-  {
-    key: "style",
-    title: "What's your style?",
-    subtitle: "Pick up to three aesthetics, then add where you usually dress up.",
-  },
-  {
-    key: "categories",
-    title: "What's in your wardrobe?",
-    subtitle: "AURA will only suggest items in these categories.",
-  },
-  {
-    key: "profile",
-    title: "Quick profile",
-    subtitle: "A few fit basics so AURA can personalize recommendations without the long form.",
-  },
-];
-
-function toggleValue(list: string[], value: string) {
-  return list.includes(value)
-    ? list.filter((entry) => entry !== value)
-    : [...list, value];
-}
-
-function humanize(value: string) {
-  return value.replace(/_/g, " ").replace(/\b\w/g, (char) => char.toUpperCase());
-}
-
-function getLocaleParts() {
-  const locale =
-    Intl.DateTimeFormat().resolvedOptions().locale ||
-    (typeof navigator !== "undefined" ? navigator.language : "") ||
-    "en-US";
-  const region = locale.split("-").find((part) => part.length === 2)?.toUpperCase() ?? "US";
-  const unitsPreference: UnitsPreference = IMPERIAL_REGIONS.has(region) ? "imperial" : "metric";
-  return { locale, region, unitsPreference };
-}
-
-function unitsForPreference(unitsPreference: UnitsPreference) {
-  if (unitsPreference === "imperial") {
-    return { length: "in", weight: "lb", shoeRegion: "US", clothingRegion: "US" } as const;
-  }
-  return { length: "cm", weight: "kg", shoeRegion: "EU", clothingRegion: "INTL" } as const;
-}
-
-function formatHeight(value: number, unitsPreference: UnitsPreference) {
-  if (unitsPreference === "imperial") {
-    const feet = Math.floor(value / 12);
-    const inches = value % 12;
-    return `${feet}'${inches}"`;
-  }
-  return `${value} cm`;
-}
-
-function euShoeConversion(euSize: number) {
-  const usMen = Math.max(1, euSize - 33.5);
-  const usWomen = Math.max(1, euSize - 31);
-  const uk = Math.max(1, euSize - 34);
-  return `US M ${formatShoeHalf(usMen)} / US W ${formatShoeHalf(usWomen)} / UK ${formatShoeHalf(uk)}`;
-}
-
-function formatShoeHalf(value: number) {
-  return Number.isInteger(value) ? String(value) : value.toFixed(1);
-}
-
-function messageForOnboardingSaveError(error: unknown) {
-  const code =
-    typeof error === "object" && error && "code" in error
-      ? String((error as { code?: unknown }).code)
-      : "";
-  if (code === "permission-denied" || code === "unauthenticated") {
-    return "We couldn't save your setup because your session expired. Please sign in again and retry.";
-  }
-  if (code === "unavailable" || code === "deadline-exceeded") {
-    return "We couldn't save your setup because the network is unavailable. Check your connection and try again.";
-  }
-  return "We couldn't save your setup. Please try again.";
-}
-
-function shoeValueFromDraft(draft: UserProfilePreferences) {
-  const raw = String(draft.defaultSizes.shoes ?? "").match(/\d+/)?.[0];
-  const next = raw ? Number(raw) : 42;
-  return SHOE_SIZES_EU.includes(next) ? next : 42;
-}
-
 export default function OnboardingScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 5baf0f5..9cfe34c 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -28,6 +28,17 @@ import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { askAuraStream, isAuraStreamAbortError, transcribeAuraAudio } from "@/src/lib/aura";
 import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
+import {
+  buildChatSeedText,
+  buildShareTranscript,
+  buildStructuredOutfitBatchPrompt,
+  createMessageId,
+  createUserMessage,
+  latestAuraLookCount,
+  nextLocalMessageSequence,
+  resolveStructuredBatchLookCount,
+  wantsStructuredOutfitBatch,
+} from "@/src/lib/auraChatHelpers";
 import { updateAuraSessionContextFromPrompt } from "@/src/lib/auraMemory";
 import {
   type AuraCandidateLocalPhoto,
@@ -91,8 +102,6 @@ const AURA_ATTACHMENT_FAILURE_MESSAGE = "I couldn't upload that attachment. Plea
 const RECENT_CHAT_LIMIT = 24;
 const DEBUG_AURA_CLIENT =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
-const MULTI_OUTFIT_REQUEST_RE =
-  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?)|few\s+outfits?)\b/i;
 const OUTERWEAR_REQUEST_RE =
   /\b(with jacket|with jackets|jackets?|outerwear|coat|blazer|hoodie|cardigan|overshirt|layered|layers)\b/i;
 const AURA_EMPTY_STATE_CHIPS = [
@@ -112,17 +121,6 @@ type OptionalAudioRecorder = {
   stop: () => Promise<void>;
 };
 
-function createMessageId() {
-  return `msg-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
-}
-
-let localMessageSequence = 0;
-
-function nextLocalMessageSequence() {
-  localMessageSequence += 1;
-  return localMessageSequence;
-}
-
 function logAuraChatState(event: string, payload?: Record<string, unknown>) {
   if (!DEBUG_AURA_CLIENT) return;
   console.log("[AURA_CHAT_STATE]", event, payload ?? {});
@@ -281,19 +279,6 @@ function AuraChatLoadingState() {
   );
 }
 
-function createUserMessage(text: string): AIMessage {
-  const createdAt = Date.now();
-  return {
-    id: createMessageId(),
-    type: "user",
-    kind: "user_text",
-    text,
-    createdAt,
-    clientCreatedAt: createdAt,
-    localSequence: nextLocalMessageSequence(),
-  };
-}
-
 function createUserMessageWithAttachments(text: string, attachments: ChatAttachment[]): AIMessage {
   return {
     ...createUserMessage(text),
@@ -301,17 +286,6 @@ function createUserMessageWithAttachments(text: string, attachments: ChatAttachm
   };
 }
 
-function buildChatSeedText(prompt: string, attachments: ChatAttachment[]) {
-  if (prompt.trim()) return prompt.trim();
-  if (attachments.some((attachment) => attachment.type === "image")) {
-    return "Analyze this outfit photo";
-  }
-  if (attachments.some((attachment) => attachment.type === "audio")) {
-    return "Voice styling request";
-  }
-  return "New stylist chat";
-}
-
 function deriveAssistantChatTitle(prompt: string, message: AIMessage) {
   return summarizeChatTitle({
     userText: prompt,
@@ -398,28 +372,6 @@ function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
   return "Got you — here’s what I’d do.";
 }
 
-function buildShareTranscript(thread: AIChatThread, messages: AIMessage[]) {
-  const lines = messages
-    .filter((entry) => entry.type === "user" || entry.type === "assistant")
-    .slice(-12)
-    .map((entry) => {
-      const speaker = entry.type === "user" ? "You" : "AURA";
-      const body =
-        String(entry.assistantIntroText ?? entry.text ?? "").trim() ||
-        (entry.aura?.lookOptions?.length
-          ? `${entry.aura.lookOptions.length} outfit options`
-          : entry.aura?.look
-            ? entry.aura.look.lookTitle
-            : entry.outfits?.length
-              ? `${entry.outfits.length} outfit suggestions`
-              : "");
-      return body ? `${speaker}: ${body}` : null;
-    })
-    .filter(Boolean);
-
-  return [`${summarizeChatTitle({ userText: thread.title, assistantText: thread.lastMessagePreview })}`, "", ...lines].join("\n");
-}
-
 function resolveLocalPhotosForAuraCandidates(
   messages: AIMessage[],
   sourceMessage: AIMessage,
@@ -538,86 +490,6 @@ function createAssistantMessage(
   };
 }
 
-function requestedOutfitCount(prompt: string) {
-  const normalized = prompt.toLowerCase();
-  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
-  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
-  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
-  return 3;
-}
-
-function explicitRequestedOutfitCount(prompt: string) {
-  const normalized = String(prompt ?? "").toLowerCase();
-  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
-  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
-  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
-  if (/\bmultiple\s+(?:outfits?|looks?|options?)\b/.test(normalized)) return 3;
-  if (/\bmore\s+options\b/.test(normalized)) return 3;
-  if (/\bfew\s+outfits?\b/.test(normalized)) return 3;
-  return null;
-}
-
-const OUTFIT_REFINEMENT_RE =
-  /\b(with|without|more|less|make|push|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?)\b/i;
-
-function latestAuraLookCount(messages: AIMessage[]) {
-  for (let index = messages.length - 1; index >= 0; index -= 1) {
-    const message = messages[index];
-    const count = message.aura?.lookOptions?.length ?? (message.aura?.look ? 1 : 0);
-    if (count > 0) return count;
-  }
-  return 0;
-}
-
-function previousUserPrompt(messages: AIMessage[]) {
-  for (let index = messages.length - 1; index >= 0; index -= 1) {
-    const message = messages[index];
-    if (message.type !== "user") continue;
-    const text = String(message.text ?? "").trim();
-    if (text) return text;
-  }
-  return "";
-}
-
-function buildStructuredOutfitBatchPrompt(prompt: string, messages: AIMessage[]) {
-  const current = String(prompt ?? "").trim();
-  if (!current) return current;
-  if (MULTI_OUTFIT_REQUEST_RE.test(current)) return current;
-  if (!OUTFIT_REFINEMENT_RE.test(current)) return current;
-  const prior = previousUserPrompt(messages);
-  if (!prior || prior === current) {
-    return `Give me ${requestedOutfitCount(current)} outfits. ${current}`;
-  }
-  return `${prior}. Refine those outfit options: ${current}`;
-}
-
-function wantsStructuredOutfitBatch(
-  prompt: string,
-  attachmentCount: number,
-  messages: AIMessage[],
-) {
-  if (attachmentCount !== 0) return false;
-  if (MULTI_OUTFIT_REQUEST_RE.test(prompt)) return true;
-  return latestAuraLookCount(messages) > 0 && OUTFIT_REFINEMENT_RE.test(prompt);
-}
-
-function resolveStructuredBatchLookCount(
-  prompt: string,
-  structuredBatchPrompt: string,
-  messages: AIMessage[],
-) {
-  const explicitCurrentCount = explicitRequestedOutfitCount(prompt);
-  if (explicitCurrentCount) return explicitCurrentCount;
-
-  const explicitStructuredCount = explicitRequestedOutfitCount(structuredBatchPrompt);
-  if (explicitStructuredCount) return explicitStructuredCount;
-
-  const latestLookCount = latestAuraLookCount(messages);
-  if (latestLookCount > 0) return latestLookCount;
-
-  return requestedOutfitCount(structuredBatchPrompt || prompt);
-}
-
 function promptRequestsOuterwear(prompt: string) {
   return OUTERWEAR_REQUEST_RE.test(String(prompt ?? ""));
 }
diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index 26a56be..7845cc2 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -30,6 +30,20 @@ import { ClosetProcessingSection } from "@/src/components/closet/ClosetProcessin
 import { ClosetSearchBar } from "@/src/components/closet/ClosetSearchBar";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import type { ChatImageAttachment } from "@/src/components/ai/chatTypes";
+import {
+  CATEGORY_LABELS,
+  type CategoryKey,
+  type ClosetListRow,
+  type ClosetSection,
+  buildClosetListRows,
+  buildSections,
+  normalizeText,
+  searchMatches,
+  sortItems,
+  type SortMode,
+  toMillis,
+  validHttpUrl,
+} from "@/src/closet/closetListModel";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
@@ -40,7 +54,6 @@ import {
   uploadAuraAttachments,
 } from "@/src/lib/auraAttachments";
 import {
-  type CanonicalCategory,
   type ClosetItem,
   getItemLifecycleStatus,
   isProcessingWardrobeItem,
@@ -65,92 +78,6 @@ import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingStatus } from "@/src/types/ClothingItem";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 
-type SortMode = "RECENTLY_ADDED" | "RECENTLY_WORN" | "BRAND" | "MOST_WORN";
-type CategoryKey = CanonicalCategory;
-type ClosetSection = {
-  key: CategoryKey;
-  title: string;
-  itemCount: number;
-  subcategories: { label: string; items: ClosetItem[] }[];
-};
-
-type ClosetListRow =
-  | {
-      type: "section";
-      key: string;
-      section: ClosetSection;
-      expanded: boolean;
-    }
-  | {
-      type: "subcategory";
-      key: string;
-      label: string;
-      count: number;
-    }
-  | {
-      type: "items";
-      key: string;
-      items: ClosetItem[];
-      animateOffset: number;
-    };
-
-const CATEGORY_LABELS: Record<CategoryKey, string> = {
-  top: "Tops",
-  one_piece: "One-pieces",
-  outerwear: "Outerwear",
-  bottom: "Bottoms",
-  shoes: "Footwear",
-  accessory: "Accessories",
-};
-
-const SUBCATEGORY_GROUPS: Record<CategoryKey, { label: string; matches: string[] }[]> = {
-  top: [
-    { label: "T-shirts", matches: ["t-shirt", "tshirt", "tee"] },
-    { label: "Shirts", matches: ["shirt", "dress shirt"] },
-    { label: "Blouses", matches: ["blouse"] },
-    { label: "Crop tops", matches: ["crop_top", "crop top"] },
-    { label: "Polos", matches: ["polo"] },
-    { label: "Tanks", matches: ["tank"] },
-    { label: "Sweaters", matches: ["sweater", "knit", "jumper"] },
-    { label: "Hoodies", matches: ["hoodie", "sweatshirt"] },
-  ],
-  one_piece: [
-    { label: "Dresses", matches: ["dress"] },
-    { label: "Jumpsuits & rompers", matches: ["jumpsuit", "romper"] },
-    { label: "Matching sets", matches: ["set", "matching_set"] },
-  ],
-  outerwear: [
-    { label: "Jackets", matches: ["jacket"] },
-    { label: "Coats", matches: ["coat", "parka", "trench"] },
-    { label: "Overshirts", matches: ["overshirt", "shacket"] },
-    { label: "Blazers", matches: ["blazer", "sport coat"] },
-  ],
-  bottom: [
-    { label: "Jeans", matches: ["jeans", "denim"] },
-    { label: "Trousers", matches: ["trousers", "pants", "slacks"] },
-    { label: "Joggers", matches: ["joggers", "sweatpants"] },
-    { label: "Shorts", matches: ["shorts"] },
-    { label: "Skirts", matches: ["skirt"] },
-  ],
-  shoes: [
-    { label: "Sneakers", matches: ["sneaker", "sneakers", "trainer"] },
-    { label: "Loafers", matches: ["loafer", "loafers"] },
-    { label: "Boots", matches: ["boot", "boots"] },
-    { label: "Heels", matches: ["heel", "heels"] },
-    { label: "Sandals", matches: ["sandal", "sandals", "slides"] },
-  ],
-  accessory: [
-    { label: "Watches", matches: ["watch", "watches"] },
-    { label: "Bags", matches: ["bag", "bags", "backpack", "tote", "handbag"] },
-    { label: "Perfumes", matches: ["perfume", "fragrance", "cologne"] },
-    { label: "Jewelry", matches: ["jewelry", "jewellery", "necklace", "ring", "bracelet", "earrings"] },
-    { label: "Belts", matches: ["belt", "belts"] },
-    { label: "Sunglasses", matches: ["sunglasses", "glasses"] },
-    { label: "Caps", matches: ["cap", "caps", "hat", "beanie"] },
-    { label: "Scarves", matches: ["scarf", "scarves"] },
-  ],
-};
-
 const SORT_OPTIONS: { key: SortMode; label: string }[] = [
   { key: "RECENTLY_ADDED", label: "Recently added" },
   { key: "RECENTLY_WORN", label: "Recently worn" },
@@ -184,166 +111,6 @@ function debugClosetLog(...args: Parameters<typeof console.log>) {
   }
 }
 
-function validHttpUrl(value: string) {
-  const trimmed = String(value ?? "").trim();
-  if (!trimmed) return "";
-  try {
-    const url = new URL(trimmed);
-    if (url.protocol !== "http:" && url.protocol !== "https:") return "";
-    return url.toString();
-  } catch {
-    return "";
-  }
-}
-
-function normalizeText(value: unknown) {
-  return String(value ?? "")
-    .trim()
-    .toLowerCase();
-}
-
-function toMillis(value: unknown): number {
-  if (!value) return 0;
-  if (typeof value === "number") return Number.isFinite(value) ? value : 0;
-  if (value instanceof Date) return value.getTime();
-  if (typeof (value as { toDate?: () => Date }).toDate === "function") {
-    const date = (value as { toDate: () => Date }).toDate();
-    return date?.getTime?.() ?? 0;
-  }
-  return 0;
-}
-
-function itemSubcategory(item: ClosetItem) {
-  return sanitizeDisplayText(item.subCategory) || sanitizeDisplayText(item.type) || "";
-}
-
-function subcategoryBucket(item: ClosetItem, category: CategoryKey) {
-  const haystack = `${itemSubcategory(item)} ${sanitizeDisplayText(item.name)}`.toLowerCase();
-  const group = SUBCATEGORY_GROUPS[category].find((option) =>
-    option.matches.some((term) => haystack.includes(term))
-  );
-  return group?.label ?? "Other";
-}
-
-function searchMatches(item: ClosetItem, query: string) {
-  if (!query) return true;
-  const haystack = [
-    item.name,
-    item.brand,
-    item.category,
-    item.subCategory,
-    item.type,
-    item.primaryColor,
-    ...(item.colors ?? []),
-  ]
-    .map((value) => normalizeText(value))
-    .join(" ");
-  return haystack.includes(query);
-}
-
-function sortItems(items: ClosetItem[], sortMode: SortMode) {
-  const next = [...items];
-  if (sortMode === "RECENTLY_WORN") {
-    next.sort((a, b) => toMillis(b.lastWornDate) - toMillis(a.lastWornDate));
-    return next;
-  }
-  if (sortMode === "BRAND") {
-    next.sort((a, b) => normalizeText(a.brand).localeCompare(normalizeText(b.brand)));
-    return next;
-  }
-  if (sortMode === "MOST_WORN") {
-    next.sort((a, b) => Number(b.wearCountSinceWash ?? 0) - Number(a.wearCountSinceWash ?? 0));
-    return next;
-  }
-  next.sort((a, b) => toMillis(b.createdAt) - toMillis(a.createdAt));
-  return next;
-}
-
-function buildSections(
-  items: ClosetItem[],
-  categoryOrder: CategoryKey[],
-  emphasizedSubcategories: string[],
-) {
-  return categoryOrder.map((category) => {
-    const inCategory = items.filter((item) => toCanonicalCategory(item.category) === category);
-    const buckets = new Map<string, ClosetItem[]>();
-    inCategory.forEach((item) => {
-      const key = subcategoryBucket(item, category);
-      const current = buckets.get(key) ?? [];
-      current.push(item);
-      buckets.set(key, current);
-    });
-    const subcategories = Array.from(buckets.entries())
-      .map(([label, groupedItems]) => ({ label, items: groupedItems }))
-      .sort((a, b) => {
-        const aMatches = SUBCATEGORY_GROUPS[category]
-          .find((option) => option.label === a.label)
-          ?.matches.some((term) => emphasizedSubcategories.includes(term));
-        const bMatches = SUBCATEGORY_GROUPS[category]
-          .find((option) => option.label === b.label)
-          ?.matches.some((term) => emphasizedSubcategories.includes(term));
-        if (aMatches && !bMatches) return -1;
-        if (bMatches && !aMatches) return 1;
-        if (a.label === "Other") return 1;
-        if (b.label === "Other") return -1;
-        return a.label.localeCompare(b.label);
-      });
-    return {
-      key: category,
-      title: CATEGORY_LABELS[category],
-      itemCount: inCategory.length,
-      subcategories,
-    };
-  }).filter((section) => section.itemCount > 0);
-}
-
-function itemRows(items: ClosetItem[], keyPrefix: string, animateOffset = 0): ClosetListRow[] {
-  const rows: ClosetListRow[] = [];
-  for (let index = 0; index < items.length; index += 2) {
-    rows.push({
-      type: "items",
-      key: `${keyPrefix}:row:${index}`,
-      items: items.slice(index, index + 2),
-      animateOffset: animateOffset + index,
-    });
-  }
-  return rows;
-}
-
-function buildClosetListRows(
-  sections: ClosetSection[],
-  expandedSections: Record<string, boolean>,
-) {
-  return sections.flatMap<ClosetListRow>((section) => {
-    const expanded = expandedSections[section.key] !== false;
-    const rows: ClosetListRow[] = [
-      {
-        type: "section",
-        key: `section:${section.key}`,
-        section,
-        expanded,
-      },
-    ];
-
-    if (!expanded) {
-      return rows.concat(itemRows(section.subcategories.flatMap((group) => group.items), `section:${section.key}`));
-    }
-
-    let animateOffset = 0;
-    section.subcategories.forEach((group) => {
-      rows.push({
-        type: "subcategory",
-        key: `section:${section.key}:subcategory:${group.label}`,
-        label: group.label,
-        count: group.items.length,
-      });
-      rows.push(...itemRows(group.items, `section:${section.key}:subcategory:${group.label}`, animateOffset));
-      animateOffset += group.items.length;
-    });
-    return rows;
-  });
-}
-
 const closetRowKeyExtractor = (row: ClosetListRow) => row.key;
 
 const ClosetListSeparator = React.memo(function ClosetListSeparator() {
diff --git a/src/closet/closetListModel.ts b/src/closet/closetListModel.ts
new file mode 100644
index 0000000..1a38ae8
--- /dev/null
+++ b/src/closet/closetListModel.ts
@@ -0,0 +1,252 @@
+import {
+  type CanonicalCategory,
+  type ClosetItem,
+  toCanonicalCategory,
+} from "@/src/lib/items";
+import { sanitizeDisplayText } from "@/src/lib/text";
+
+export type SortMode = "RECENTLY_ADDED" | "RECENTLY_WORN" | "BRAND" | "MOST_WORN";
+export type CategoryKey = CanonicalCategory;
+export type ClosetSection = {
+  key: CategoryKey;
+  title: string;
+  itemCount: number;
+  subcategories: { label: string; items: ClosetItem[] }[];
+};
+
+export type ClosetListRow =
+  | {
+      type: "section";
+      key: string;
+      section: ClosetSection;
+      expanded: boolean;
+    }
+  | {
+      type: "subcategory";
+      key: string;
+      label: string;
+      count: number;
+    }
+  | {
+      type: "items";
+      key: string;
+      items: ClosetItem[];
+      animateOffset: number;
+    };
+
+export const CATEGORY_LABELS: Record<CategoryKey, string> = {
+  top: "Tops",
+  one_piece: "One-pieces",
+  outerwear: "Outerwear",
+  bottom: "Bottoms",
+  shoes: "Footwear",
+  accessory: "Accessories",
+};
+
+const SUBCATEGORY_GROUPS: Record<CategoryKey, { label: string; matches: string[] }[]> = {
+  top: [
+    { label: "T-shirts", matches: ["t-shirt", "tshirt", "tee"] },
+    { label: "Shirts", matches: ["shirt", "dress shirt"] },
+    { label: "Blouses", matches: ["blouse"] },
+    { label: "Crop tops", matches: ["crop_top", "crop top"] },
+    { label: "Polos", matches: ["polo"] },
+    { label: "Tanks", matches: ["tank"] },
+    { label: "Sweaters", matches: ["sweater", "knit", "jumper"] },
+    { label: "Hoodies", matches: ["hoodie", "sweatshirt"] },
+  ],
+  one_piece: [
+    { label: "Dresses", matches: ["dress"] },
+    { label: "Jumpsuits & rompers", matches: ["jumpsuit", "romper"] },
+    { label: "Matching sets", matches: ["set", "matching_set"] },
+  ],
+  outerwear: [
+    { label: "Jackets", matches: ["jacket"] },
+    { label: "Coats", matches: ["coat", "parka", "trench"] },
+    { label: "Overshirts", matches: ["overshirt", "shacket"] },
+    { label: "Blazers", matches: ["blazer", "sport coat"] },
+  ],
+  bottom: [
+    { label: "Jeans", matches: ["jeans", "denim"] },
+    { label: "Trousers", matches: ["trousers", "pants", "slacks"] },
+    { label: "Joggers", matches: ["joggers", "sweatpants"] },
+    { label: "Shorts", matches: ["shorts"] },
+    { label: "Skirts", matches: ["skirt"] },
+  ],
+  shoes: [
+    { label: "Sneakers", matches: ["sneaker", "sneakers", "trainer"] },
+    { label: "Loafers", matches: ["loafer", "loafers"] },
+    { label: "Boots", matches: ["boot", "boots"] },
+    { label: "Heels", matches: ["heel", "heels"] },
+    { label: "Sandals", matches: ["sandal", "sandals", "slides"] },
+  ],
+  accessory: [
+    { label: "Watches", matches: ["watch", "watches"] },
+    { label: "Bags", matches: ["bag", "bags", "backpack", "tote", "handbag"] },
+    { label: "Perfumes", matches: ["perfume", "fragrance", "cologne"] },
+    { label: "Jewelry", matches: ["jewelry", "jewellery", "necklace", "ring", "bracelet", "earrings"] },
+    { label: "Belts", matches: ["belt", "belts"] },
+    { label: "Sunglasses", matches: ["sunglasses", "glasses"] },
+    { label: "Caps", matches: ["cap", "caps", "hat", "beanie"] },
+    { label: "Scarves", matches: ["scarf", "scarves"] },
+  ],
+};
+
+export function validHttpUrl(value: string) {
+  const trimmed = String(value ?? "").trim();
+  if (!trimmed) return "";
+  try {
+    const url = new URL(trimmed);
+    if (url.protocol !== "http:" && url.protocol !== "https:") return "";
+    return url.toString();
+  } catch {
+    return "";
+  }
+}
+
+export function normalizeText(value: unknown) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase();
+}
+
+export function toMillis(value: unknown): number {
+  if (!value) return 0;
+  if (typeof value === "number") return Number.isFinite(value) ? value : 0;
+  if (value instanceof Date) return value.getTime();
+  if (typeof (value as { toDate?: () => Date }).toDate === "function") {
+    const date = (value as { toDate: () => Date }).toDate();
+    return date?.getTime?.() ?? 0;
+  }
+  return 0;
+}
+
+function itemSubcategory(item: ClosetItem) {
+  return sanitizeDisplayText(item.subCategory) || sanitizeDisplayText(item.type) || "";
+}
+
+function subcategoryBucket(item: ClosetItem, category: CategoryKey) {
+  const haystack = `${itemSubcategory(item)} ${sanitizeDisplayText(item.name)}`.toLowerCase();
+  const group = SUBCATEGORY_GROUPS[category].find((option) =>
+    option.matches.some((term) => haystack.includes(term))
+  );
+  return group?.label ?? "Other";
+}
+
+export function searchMatches(item: ClosetItem, query: string) {
+  if (!query) return true;
+  const haystack = [
+    item.name,
+    item.brand,
+    item.category,
+    item.subCategory,
+    item.type,
+    item.primaryColor,
+    ...(item.colors ?? []),
+  ]
+    .map((value) => normalizeText(value))
+    .join(" ");
+  return haystack.includes(query);
+}
+
+export function sortItems(items: ClosetItem[], sortMode: SortMode) {
+  const next = [...items];
+  if (sortMode === "RECENTLY_WORN") {
+    next.sort((a, b) => toMillis(b.lastWornDate) - toMillis(a.lastWornDate));
+    return next;
+  }
+  if (sortMode === "BRAND") {
+    next.sort((a, b) => normalizeText(a.brand).localeCompare(normalizeText(b.brand)));
+    return next;
+  }
+  if (sortMode === "MOST_WORN") {
+    next.sort((a, b) => Number(b.wearCountSinceWash ?? 0) - Number(a.wearCountSinceWash ?? 0));
+    return next;
+  }
+  next.sort((a, b) => toMillis(b.createdAt) - toMillis(a.createdAt));
+  return next;
+}
+
+export function buildSections(
+  items: ClosetItem[],
+  categoryOrder: CategoryKey[],
+  emphasizedSubcategories: string[],
+): ClosetSection[] {
+  return categoryOrder.map((category) => {
+    const inCategory = items.filter((item) => toCanonicalCategory(item.category) === category);
+    const buckets = new Map<string, ClosetItem[]>();
+    inCategory.forEach((item) => {
+      const key = subcategoryBucket(item, category);
+      const current = buckets.get(key) ?? [];
+      current.push(item);
+      buckets.set(key, current);
+    });
+    const subcategories = Array.from(buckets.entries())
+      .map(([label, groupedItems]) => ({ label, items: groupedItems }))
+      .sort((a, b) => {
+        const aMatches = SUBCATEGORY_GROUPS[category]
+          .find((option) => option.label === a.label)
+          ?.matches.some((term) => emphasizedSubcategories.includes(term));
+        const bMatches = SUBCATEGORY_GROUPS[category]
+          .find((option) => option.label === b.label)
+          ?.matches.some((term) => emphasizedSubcategories.includes(term));
+        if (aMatches && !bMatches) return -1;
+        if (bMatches && !aMatches) return 1;
+        if (a.label === "Other") return 1;
+        if (b.label === "Other") return -1;
+        return a.label.localeCompare(b.label);
+      });
+    return {
+      key: category,
+      title: CATEGORY_LABELS[category],
+      itemCount: inCategory.length,
+      subcategories,
+    };
+  }).filter((section) => section.itemCount > 0);
+}
+
+function itemRows(items: ClosetItem[], keyPrefix: string, animateOffset = 0): ClosetListRow[] {
+  const rows: ClosetListRow[] = [];
+  for (let index = 0; index < items.length; index += 2) {
+    rows.push({
+      type: "items",
+      key: `${keyPrefix}:row:${index}`,
+      items: items.slice(index, index + 2),
+      animateOffset: animateOffset + index,
+    });
+  }
+  return rows;
+}
+
+export function buildClosetListRows(
+  sections: ClosetSection[],
+  expandedSections: Record<string, boolean>,
+) {
+  return sections.flatMap<ClosetListRow>((section) => {
+    const expanded = expandedSections[section.key] !== false;
+    const rows: ClosetListRow[] = [
+      {
+        type: "section",
+        key: `section:${section.key}`,
+        section,
+        expanded,
+      },
+    ];
+
+    if (!expanded) {
+      return rows.concat(itemRows(section.subcategories.flatMap((group) => group.items), `section:${section.key}`));
+    }
+
+    let animateOffset = 0;
+    section.subcategories.forEach((group) => {
+      rows.push({
+        type: "subcategory",
+        key: `section:${section.key}:subcategory:${group.label}`,
+        label: group.label,
+        count: group.items.length,
+      });
+      rows.push(...itemRows(group.items, `section:${section.key}:subcategory:${group.label}`, animateOffset));
+      animateOffset += group.items.length;
+    });
+    return rows;
+  });
+}
diff --git a/src/lib/auraChatHelpers.ts b/src/lib/auraChatHelpers.ts
new file mode 100644
index 0000000..2514faa
--- /dev/null
+++ b/src/lib/auraChatHelpers.ts
@@ -0,0 +1,144 @@
+import type {
+  AIMessage,
+  ChatAttachment,
+} from "@/src/components/ai/chatTypes";
+import { summarizeChatTitle, type AIChatThread } from "@/src/lib/aiChats";
+
+const MULTI_OUTFIT_REQUEST_RE =
+  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?)|few\s+outfits?)\b/i;
+const OUTFIT_REFINEMENT_RE =
+  /\b(with|without|more|less|make|push|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?)\b/i;
+
+export function createMessageId() {
+  return `msg-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
+}
+
+let localMessageSequence = 0;
+
+export function nextLocalMessageSequence() {
+  localMessageSequence += 1;
+  return localMessageSequence;
+}
+
+export function createUserMessage(text: string): AIMessage {
+  const createdAt = Date.now();
+  return {
+    id: createMessageId(),
+    type: "user",
+    kind: "user_text",
+    text,
+    createdAt,
+    clientCreatedAt: createdAt,
+    localSequence: nextLocalMessageSequence(),
+  };
+}
+
+export function buildChatSeedText(prompt: string, attachments: ChatAttachment[]) {
+  if (prompt.trim()) return prompt.trim();
+  if (attachments.some((attachment) => attachment.type === "image")) {
+    return "Analyze this outfit photo";
+  }
+  if (attachments.some((attachment) => attachment.type === "audio")) {
+    return "Voice styling request";
+  }
+  return "New stylist chat";
+}
+
+export function buildShareTranscript(thread: AIChatThread, messages: AIMessage[]) {
+  const lines = messages
+    .filter((entry) => entry.type === "user" || entry.type === "assistant")
+    .slice(-12)
+    .map((entry) => {
+      const speaker = entry.type === "user" ? "You" : "AURA";
+      const body =
+        String(entry.assistantIntroText ?? entry.text ?? "").trim() ||
+        (entry.aura?.lookOptions?.length
+          ? `${entry.aura.lookOptions.length} outfit options`
+          : entry.aura?.look
+            ? entry.aura.look.lookTitle
+            : entry.outfits?.length
+              ? `${entry.outfits.length} outfit suggestions`
+              : "");
+      return body ? `${speaker}: ${body}` : null;
+    })
+    .filter(Boolean);
+
+  return [`${summarizeChatTitle({ userText: thread.title, assistantText: thread.lastMessagePreview })}`, "", ...lines].join("\n");
+}
+
+export function requestedOutfitCount(prompt: string) {
+  const normalized = prompt.toLowerCase();
+  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
+  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
+  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
+  return 3;
+}
+
+export function explicitRequestedOutfitCount(prompt: string) {
+  const normalized = String(prompt ?? "").toLowerCase();
+  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
+  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
+  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
+  if (/\bmultiple\s+(?:outfits?|looks?|options?)\b/.test(normalized)) return 3;
+  if (/\bmore\s+options\b/.test(normalized)) return 3;
+  if (/\bfew\s+outfits?\b/.test(normalized)) return 3;
+  return null;
+}
+
+export function latestAuraLookCount(messages: AIMessage[]) {
+  for (let index = messages.length - 1; index >= 0; index -= 1) {
+    const message = messages[index];
+    const count = message.aura?.lookOptions?.length ?? (message.aura?.look ? 1 : 0);
+    if (count > 0) return count;
+  }
+  return 0;
+}
+
+export function previousUserPrompt(messages: AIMessage[]) {
+  for (let index = messages.length - 1; index >= 0; index -= 1) {
+    const message = messages[index];
+    if (message.type !== "user") continue;
+    const text = String(message.text ?? "").trim();
+    if (text) return text;
+  }
+  return "";
+}
+
+export function buildStructuredOutfitBatchPrompt(prompt: string, messages: AIMessage[]) {
+  const current = String(prompt ?? "").trim();
+  if (!current) return current;
+  if (MULTI_OUTFIT_REQUEST_RE.test(current)) return current;
+  if (!OUTFIT_REFINEMENT_RE.test(current)) return current;
+  const prior = previousUserPrompt(messages);
+  if (!prior || prior === current) {
+    return `Give me ${requestedOutfitCount(current)} outfits. ${current}`;
+  }
+  return `${prior}. Refine those outfit options: ${current}`;
+}
+
+export function wantsStructuredOutfitBatch(
+  prompt: string,
+  attachmentCount: number,
+  messages: AIMessage[],
+) {
+  if (attachmentCount !== 0) return false;
+  if (MULTI_OUTFIT_REQUEST_RE.test(prompt)) return true;
+  return latestAuraLookCount(messages) > 0 && OUTFIT_REFINEMENT_RE.test(prompt);
+}
+
+export function resolveStructuredBatchLookCount(
+  prompt: string,
+  structuredBatchPrompt: string,
+  messages: AIMessage[],
+) {
+  const explicitCurrentCount = explicitRequestedOutfitCount(prompt);
+  if (explicitCurrentCount) return explicitCurrentCount;
+
+  const explicitStructuredCount = explicitRequestedOutfitCount(structuredBatchPrompt);
+  if (explicitStructuredCount) return explicitStructuredCount;
+
+  const latestLookCount = latestAuraLookCount(messages);
+  if (latestLookCount > 0) return latestLookCount;
+
+  return requestedOutfitCount(structuredBatchPrompt || prompt);
+}
diff --git a/src/onboarding/onboardingFormat.ts b/src/onboarding/onboardingFormat.ts
new file mode 100644
index 0000000..6af8a71
--- /dev/null
+++ b/src/onboarding/onboardingFormat.ts
@@ -0,0 +1,74 @@
+import { SHOE_SIZES_EU } from "@/src/onboarding/onboardingOptions";
+import type {
+  UnitsPreference,
+  UserProfilePreferences,
+} from "@/src/types/UserProfilePreferences";
+
+const IMPERIAL_REGIONS = new Set(["US", "LR", "MM"]);
+
+export function toggleValue(list: string[], value: string) {
+  return list.includes(value)
+    ? list.filter((entry) => entry !== value)
+    : [...list, value];
+}
+
+export function humanize(value: string) {
+  return value.replace(/_/g, " ").replace(/\b\w/g, (char) => char.toUpperCase());
+}
+
+export function getLocaleParts() {
+  const locale =
+    Intl.DateTimeFormat().resolvedOptions().locale ||
+    (typeof navigator !== "undefined" ? navigator.language : "") ||
+    "en-US";
+  const region = locale.split("-").find((part) => part.length === 2)?.toUpperCase() ?? "US";
+  const unitsPreference: UnitsPreference = IMPERIAL_REGIONS.has(region) ? "imperial" : "metric";
+  return { locale, region, unitsPreference };
+}
+
+export function unitsForPreference(unitsPreference: UnitsPreference) {
+  if (unitsPreference === "imperial") {
+    return { length: "in", weight: "lb", shoeRegion: "US", clothingRegion: "US" } as const;
+  }
+  return { length: "cm", weight: "kg", shoeRegion: "EU", clothingRegion: "INTL" } as const;
+}
+
+export function formatHeight(value: number, unitsPreference: UnitsPreference) {
+  if (unitsPreference === "imperial") {
+    const feet = Math.floor(value / 12);
+    const inches = value % 12;
+    return `${feet}'${inches}"`;
+  }
+  return `${value} cm`;
+}
+
+export function euShoeConversion(euSize: number) {
+  const usMen = Math.max(1, euSize - 33.5);
+  const usWomen = Math.max(1, euSize - 31);
+  const uk = Math.max(1, euSize - 34);
+  return `US M ${formatShoeHalf(usMen)} / US W ${formatShoeHalf(usWomen)} / UK ${formatShoeHalf(uk)}`;
+}
+
+export function formatShoeHalf(value: number) {
+  return Number.isInteger(value) ? String(value) : value.toFixed(1);
+}
+
+export function messageForOnboardingSaveError(error: unknown) {
+  const code =
+    typeof error === "object" && error && "code" in error
+      ? String((error as { code?: unknown }).code)
+      : "";
+  if (code === "permission-denied" || code === "unauthenticated") {
+    return "We couldn't save your setup because your session expired. Please sign in again and retry.";
+  }
+  if (code === "unavailable" || code === "deadline-exceeded") {
+    return "We couldn't save your setup because the network is unavailable. Check your connection and try again.";
+  }
+  return "We couldn't save your setup. Please try again.";
+}
+
+export function shoeValueFromDraft(draft: UserProfilePreferences) {
+  const raw = String(draft.defaultSizes.shoes ?? "").match(/\d+/)?.[0];
+  const next = raw ? Number(raw) : 42;
+  return SHOE_SIZES_EU.includes(next) ? next : 42;
+}
diff --git a/src/onboarding/onboardingOptions.ts b/src/onboarding/onboardingOptions.ts
new file mode 100644
index 0000000..6dac34d
--- /dev/null
+++ b/src/onboarding/onboardingOptions.ts
@@ -0,0 +1,91 @@
+import type { WardrobeMode } from "@/src/types/UserProfilePreferences";
+
+export const WARDROBE_MODE_CARDS: {
+  value: Exclude<WardrobeMode, "custom">;
+  icon: string;
+  label: string;
+  description: string;
+}[] = [
+  {
+    value: "masculine",
+    icon: "M",
+    label: "Masculine",
+    description: "Menswear cuts and silhouettes",
+  },
+  {
+    value: "feminine",
+    icon: "F",
+    label: "Feminine",
+    description: "Womenswear cuts and silhouettes",
+  },
+  {
+    value: "neutral",
+    icon: "N",
+    label: "Neutral",
+    description: "Unisex and gender-neutral pieces",
+  },
+  {
+    value: "mixed",
+    icon: "A",
+    label: "Mixed",
+    description: "Across all categories freely",
+  },
+];
+
+export const STYLE_OPTIONS = [
+  "streetwear",
+  "casual",
+  "smart_casual",
+  "formal",
+  "minimal",
+  "sporty",
+  "luxury",
+  "modest",
+  "vintage",
+  "edgy",
+] as const;
+
+export const OCCASION_OPTIONS = [
+  "daily",
+  "work",
+  "college",
+  "gym",
+  "party",
+  "date_night",
+  "travel",
+  "formal_events",
+] as const;
+
+export const FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
+export const SHOE_SIZES_EU = Array.from({ length: 14 }, (_, index) => 35 + index);
+
+export type StepKey = "wardrobeMode" | "style" | "categories" | "profile";
+
+export type Step = {
+  key: StepKey;
+  title: string;
+  subtitle: string;
+};
+
+export const STEPS: Step[] = [
+  {
+    key: "wardrobeMode",
+    title: "How do you dress?",
+    subtitle: "Choose the wardrobe language AURA should use for silhouettes and styling.",
+  },
+  {
+    key: "style",
+    title: "What's your style?",
+    subtitle: "Pick up to three aesthetics, then add where you usually dress up.",
+  },
+  {
+    key: "categories",
+    title: "What's in your wardrobe?",
+    subtitle: "AURA will only suggest items in these categories.",
+  },
+  {
+    key: "profile",
+    title: "Quick profile",
+    subtitle: "A few fit basics so AURA can personalize recommendations without the long form.",
+  },
+];

From ca3bf9a17f6c3900315de5ca0d5e80ce87f3714b Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 03:51:16 -0500
Subject: [PATCH 69/93] refactor(aura): extract chat screen state hooks

---
 app/(tabs)/ai.tsx                       | 456 +++++-------------------
 src/hooks/aura/useAuraChatHydration.ts  | 165 +++++++++
 src/hooks/aura/useAuraComposerState.ts  | 180 ++++++++++
 src/hooks/aura/useAuraStreamingState.ts |  20 ++
 src/lib/auraChatHelpers.ts              |  72 ++++
 5 files changed, 523 insertions(+), 370 deletions(-)
 create mode 100644 src/hooks/aura/useAuraChatHydration.ts
 create mode 100644 src/hooks/aura/useAuraComposerState.ts
 create mode 100644 src/hooks/aura/useAuraStreamingState.ts

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 9cfe34c..d6747b4 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -1,6 +1,4 @@
 import { LinearGradient } from "expo-linear-gradient";
-import * as FileSystem from "expo-file-system/legacy";
-import * as ImagePicker from "expo-image-picker";
 import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
 import { Alert, Keyboard, KeyboardEvent, Platform, Share, Text, View } from "react-native";
@@ -18,25 +16,30 @@ import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { DOCK_HEIGHT, FLOATING_CONTROL_GAP } from "@/src/constants/dock";
 import type {
   AIMessage,
-  ChatAttachment,
-  ChatAttachmentGroupRole,
-  ChatOutfit,
   ChatImageAttachment,
+  ChatOutfit,
 } from "@/src/components/ai/chatTypes";
 import { useAuth } from "@/src/hooks/useAuth";
+import { useAuraChatHydration } from "@/src/hooks/aura/useAuraChatHydration";
+import { useAuraComposerState } from "@/src/hooks/aura/useAuraComposerState";
+import { useAuraStreamingState } from "@/src/hooks/aura/useAuraStreamingState";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { askAuraStream, isAuraStreamAbortError, transcribeAuraAudio } from "@/src/lib/aura";
+import { askAuraStream, isAuraStreamAbortError } from "@/src/lib/aura";
 import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
 import {
+  appendUniqueSystemMessage,
   buildChatSeedText,
   buildShareTranscript,
   buildStructuredOutfitBatchPrompt,
+  createStreamingAssistantMessage,
+  createSystemMessage,
   createMessageId,
-  createUserMessage,
+  createUserMessageWithAttachments,
   latestAuraLookCount,
   nextLocalMessageSequence,
   resolveStructuredBatchLookCount,
+  updateMessageById,
   wantsStructuredOutfitBatch,
 } from "@/src/lib/auraChatHelpers";
 import { updateAuraSessionContextFromPrompt } from "@/src/lib/auraMemory";
@@ -45,7 +48,6 @@ import {
   createAuraItemDraftsFromCandidates,
   createAuraItemDraftsFromDetectedOutfit,
   uploadAuraAttachments,
-  uploadAuraTranscriptionAudio,
 } from "@/src/lib/auraAttachments";
 import { classifyAuraImageIntent } from "@/src/lib/auraIntent";
 import { generateAuraSwipeBatch } from "@/src/lib/auraSwipe";
@@ -60,7 +62,6 @@ import {
   createChatThread,
   deleteChatThread,
   loadChatMessages,
-  loadRecentChatThreads,
   renameChatThread,
   setChatArchived,
   setChatPinned,
@@ -68,13 +69,11 @@ import {
   type AIChatThread,
   updateChatThread,
 } from "@/src/lib/aiChats";
-import { clearLatestChatCache, loadLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
+import { clearLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
 import { messageOrderMillis, orderChatMessages } from "@/src/lib/chatMessageOrder";
 import {
   clearCachedRecentMessages,
-  getCachedChatList,
   getCachedRecentMessages,
-  setCachedRecentMessages,
 } from "@/src/lib/localCache";
 import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLookAction, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -114,51 +113,12 @@ type AskAuraOptions = {
   retryUserMessage?: AIMessage;
   removeMessageId?: string;
 };
-type OptionalAudioRecorder = {
-  uri: string | null;
-  prepareToRecordAsync: () => Promise<void>;
-  record: () => void;
-  stop: () => Promise<void>;
-};
 
 function logAuraChatState(event: string, payload?: Record<string, unknown>) {
   if (!DEBUG_AURA_CLIENT) return;
   console.log("[AURA_CHAT_STATE]", event, payload ?? {});
 }
 
-function createStreamingAssistantMessage(
-  id: string,
-  createdAt: number,
-  replyToMessageId: string,
-  localSequence: number,
-): AIMessage {
-  return {
-    id,
-    type: "assistant",
-    kind: "aura_text",
-    text: "",
-    streaming: true,
-    createdAt,
-    clientCreatedAt: createdAt,
-    localSequence,
-    replyToMessageId,
-  };
-}
-
-function updateMessageById(
-  messages: AIMessage[],
-  messageId: string,
-  updater: (message: AIMessage) => AIMessage
-) {
-  const index = messages.findIndex((entry) => entry.id === messageId);
-  if (index < 0) return messages;
-  const updatedMessage = updater(messages[index]);
-  if (updatedMessage === messages[index]) return messages;
-  const next = messages.slice();
-  next[index] = updatedMessage;
-  return next;
-}
-
 function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
@@ -279,13 +239,6 @@ function AuraChatLoadingState() {
   );
 }
 
-function createUserMessageWithAttachments(text: string, attachments: ChatAttachment[]): AIMessage {
-  return {
-    ...createUserMessage(text),
-    attachments,
-  };
-}
-
 function deriveAssistantChatTitle(prompt: string, message: AIMessage) {
   return summarizeChatTitle({
     userText: prompt,
@@ -297,10 +250,6 @@ function deriveAssistantChatTitle(prompt: string, message: AIMessage) {
   });
 }
 
-function createLocalAttachmentId() {
-  return `att-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
-}
-
 function candidateImageSet(candidate: AuraCandidateItem) {
   return new Set(
     [
@@ -699,33 +648,6 @@ function buildAuraHistory(messages: AIMessage[]) {
     .slice(-8);
 }
 
-function createSystemMessage(text: string): AIMessage {
-  const createdAt = Date.now();
-  return {
-    id: createMessageId(),
-    type: "system/action",
-    kind: "system",
-    text,
-    createdAt,
-    clientCreatedAt: createdAt,
-    localSequence: nextLocalMessageSequence(),
-  };
-}
-
-function appendUniqueSystemMessage(
-  messages: AIMessage[],
-  text: string,
-  removeMessageId?: string
-) {
-  const withoutRemoved = removeMessageId
-    ? messages.filter((entry) => entry.id !== removeMessageId)
-    : messages;
-  const alreadyShown = withoutRemoved.some(
-    (entry) => entry.type === "system/action" && entry.text === text
-  );
-  return alreadyShown ? withoutRemoved : [...withoutRemoved, createSystemMessage(text)];
-}
-
 function userFacingAuraError(error: unknown) {
   const messageText =
     error instanceof Error ? error.message : String((error as { message?: unknown })?.message ?? "");
@@ -765,36 +687,34 @@ export default function AIScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const insets = useSafeAreaInsets();
-  const [message, setMessage] = useState("");
-  const [messages, setMessages] = useState<AIMessage[]>([]);
+  const uid = user?.uid ?? null;
+  const {
+    attachmentRole,
+    handleAttachmentRoleChange,
+    handleMicPress,
+    handlePickImages,
+    handleRemoveAttachment,
+    handleTakePhoto,
+    message,
+    pendingAttachments,
+    recordingAudio,
+    setMessage,
+    setPendingAttachments,
+  } = useAuraComposerState({ uid });
   const [loading, setLoading] = useState(false);
-  const [activeChatId, setActiveChatId] = useState<string | null>(null);
-  const [isBooting, setIsBooting] = useState(true);
-  const [, setQuickChips] = useState<string[]>(DEFAULT_CHIPS);
-  const [recentThreads, setRecentThreads] = useState<AIChatThread[]>([]);
   const [items, setItems] = useState<ClothingItem[]>([]);
   const [isComposerFocused, setIsComposerFocused] = useState(false);
   const [keyboardHeight, setKeyboardHeight] = useState(0);
   const [composerHeight, setComposerHeight] = useState(DEFAULT_COMPOSER_HEIGHT);
-  const [pendingAttachments, setPendingAttachments] = useState<ChatAttachment[]>([]);
-  const [attachmentRole, setAttachmentRole] = useState<ChatAttachmentGroupRole>("reference");
-  const [recordingAudio, setRecordingAudio] = useState(false);
   const [chatDrawerOpen, setChatDrawerOpen] = useState(false);
   const [focusScrollSignal, setFocusScrollSignal] = useState(0);
   const [focusMessageId, setFocusMessageId] = useState<string | null>(null);
-  const latestMessagesRef = useRef<AIMessage[]>([]);
-  const lastHydratedUidRef = useRef<string | null>(null);
-  const audioRecorderRef = useRef<OptionalAudioRecorder | null>(null);
-  const recordingStartedAtRef = useRef<number | null>(null);
-  const streamAbortControllerRef = useRef<AbortController | null>(null);
-  const stopStreamingRequestedRef = useRef(false);
   const consumedPromptTokens = useRef(new Set<string>());
-  const consumedChatTokens = useRef(new Set<string>());
-  const uid = user?.uid ?? null;
-  const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
-  const minimumClosetSummary = useMemo(() => buildMinimumClosetSummary(items), [items]);
-  const orderedMessages = useMemo(() => orderChatMessages(messages), [messages]);
-  const hasStreamingMessage = useMemo(() => orderedMessages.some((entry) => entry.streaming), [orderedMessages]);
+  const {
+    handleStopGenerating,
+    stopStreamingRequestedRef,
+    streamAbortControllerRef,
+  } = useAuraStreamingState();
 
   useFocusEffect(
     React.useCallback(() => {
@@ -822,6 +742,29 @@ export default function AIScreen() {
     return typeof raw === "string" && raw.trim() ? raw.trim() : routeChatId;
   }, [params.chatKey, routeChatId]);
 
+  const {
+    activeChatId,
+    hasStreamingMessage,
+    isBooting,
+    latestMessagesRef,
+    orderedMessages,
+    recentThreads,
+    refreshRecentThreads,
+    setActiveChatId,
+    setMessages,
+    setQuickChips,
+    setRecentThreads,
+  } = useAuraChatHydration({
+    uid,
+    routeChatId,
+    routeChatKey,
+    recentChatLimit: RECENT_CHAT_LIMIT,
+    defaultChips: DEFAULT_CHIPS,
+    debug: DEBUG_AURA_CLIENT,
+  });
+  const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
+  const minimumClosetSummary = useMemo(() => buildMinimumClosetSummary(items), [items]);
+
   useEffect(() => {
     if (!uid) {
       setItems([]);
@@ -837,230 +780,6 @@ export default function AIScreen() {
     };
   }, [uid]);
 
-  useEffect(() => {
-    latestMessagesRef.current = orderedMessages;
-  }, [orderedMessages]);
-
-  const addImageAssets = React.useCallback(
-    (assets: ImagePicker.ImagePickerAsset[]) => {
-      const groupId = `grp-${Date.now()}-${Math.random().toString(36).slice(2, 7)}`;
-      const next: ChatImageAttachment[] = assets
-        .filter((asset) => !!asset.uri)
-        .map((asset) => ({
-          id: createLocalAttachmentId(),
-          type: "image",
-          uri: asset.uri,
-          localUri: asset.uri,
-          mimeType: asset.mimeType ?? null,
-          groupId,
-          role: attachmentRole,
-          width: asset.width ?? null,
-          height: asset.height ?? null,
-        }));
-      if (!next.length) return;
-      setPendingAttachments((prev) => [...prev, ...next].slice(0, 8));
-    },
-    [attachmentRole],
-  );
-
-  const handlePickImages = React.useCallback(async () => {
-    const permission = await ImagePicker.requestMediaLibraryPermissionsAsync();
-    if (!permission.granted) {
-      Alert.alert("Photos", "Please allow photo access to attach images.");
-      return;
-    }
-    const result = await ImagePicker.launchImageLibraryAsync({
-      mediaTypes: ["images"],
-      allowsMultipleSelection: true,
-      quality: 0.9,
-      exif: false,
-    });
-    if (result.canceled) return;
-    addImageAssets(result.assets ?? []);
-  }, [addImageAssets]);
-
-  const handleTakePhoto = React.useCallback(async () => {
-    const permission = await ImagePicker.requestCameraPermissionsAsync();
-    if (!permission.granted) {
-      Alert.alert("Camera", "Please allow camera access to attach a photo.");
-      return;
-    }
-    const result = await ImagePicker.launchCameraAsync({
-      mediaTypes: ["images"],
-      allowsEditing: false,
-      quality: 0.9,
-      exif: false,
-    });
-    if (result.canceled) return;
-    addImageAssets(result.assets ?? []);
-  }, [addImageAssets]);
-
-  const handleMicPress = React.useCallback(async () => {
-    if (!uid) return;
-    try {
-      if (recordingAudio && audioRecorderRef.current) {
-        const recorder = audioRecorderRef.current;
-        await recorder.stop();
-        const uri = recorder.uri;
-        const startedAt = recordingStartedAtRef.current;
-        audioRecorderRef.current = null;
-        recordingStartedAtRef.current = null;
-        setRecordingAudio(false);
-        if (!uri) return;
-        const durationMs = startedAt ? Date.now() - startedAt : null;
-        try {
-          const uploaded = await uploadAuraTranscriptionAudio(uid, {
-            id: createLocalAttachmentId(),
-            uri,
-            localUri: uri,
-            mimeType: "audio/mp4",
-            durationMs,
-          });
-          const transcript = await transcribeAuraAudio(uploaded);
-          if (transcript) {
-            setMessage((prev) => (prev.trim() ? `${prev.trim()} ${transcript}` : transcript));
-          } else {
-            Alert.alert("Voice", "I couldn't hear any words in that recording.");
-          }
-        } finally {
-          void FileSystem.deleteAsync(uri, { idempotent: true }).catch(() => undefined);
-        }
-        return;
-      }
-
-      const audio = await import("expo-audio").catch(() => null);
-      if (!audio) {
-        Alert.alert("Voice", "Voice input needs the latest native build. Image and text chat still work.");
-        return;
-      }
-
-      const permission = await audio.requestRecordingPermissionsAsync();
-      if (!permission.granted) {
-        Alert.alert("Voice", "Please allow microphone access to dictate a message.");
-        return;
-      }
-      const recorder = new audio.AudioRecorder(audio.RecordingPresets.LOW_QUALITY);
-      await recorder.prepareToRecordAsync();
-      recorder.record();
-      audioRecorderRef.current = recorder;
-      recordingStartedAtRef.current = Date.now();
-      setRecordingAudio(true);
-    } catch (error: any) {
-      audioRecorderRef.current = null;
-      recordingStartedAtRef.current = null;
-      setRecordingAudio(false);
-      const messageText = String(error?.message ?? "");
-      Alert.alert(
-        "Voice",
-        messageText.includes("ExpoAudio")
-          ? "Voice input needs the latest native build. Image and text chat still work."
-          : messageText || "Unable to transcribe right now."
-      );
-    }
-  }, [recordingAudio, uid]);
-
-  useEffect(() => {
-    let cancelled = false;
-
-    async function hydrate() {
-      if (!uid) {
-        setMessages([]);
-        setActiveChatId(null);
-        setRecentThreads([]);
-        lastHydratedUidRef.current = null;
-        setIsBooting(false);
-        return;
-      }
-
-      if (lastHydratedUidRef.current !== uid) {
-        setMessages([]);
-        setActiveChatId(null);
-        setRecentThreads([]);
-        lastHydratedUidRef.current = uid;
-      }
-      setIsBooting(true);
-
-      const cachedThreads = await getCachedChatList(uid);
-      if (!cancelled && cachedThreads?.data?.length) {
-        setRecentThreads(cachedThreads.data);
-      }
-
-      const cachedActiveChatId = routeChatId || cachedThreads?.data?.find((thread) => !thread.archived)?.chatId || "";
-      if (cachedActiveChatId) {
-        const cachedMessages = await getCachedRecentMessages(uid, cachedActiveChatId);
-        if (!cancelled && cachedMessages?.data?.length) {
-          setMessages(orderChatMessages(cachedMessages.data));
-          setActiveChatId(cachedActiveChatId);
-        }
-      } else {
-        const cached = await loadLatestChatCache<AIMessage>(uid);
-        if (!cancelled && cached?.messages?.length) {
-          setMessages(orderChatMessages(cached.messages));
-          setActiveChatId(cached.chatId ?? null);
-        }
-      }
-
-      try {
-        const shouldLoadSpecificChat =
-          !!routeChatId && !consumedChatTokens.current.has(`${routeChatKey}:${routeChatId}`);
-        if (shouldLoadSpecificChat) {
-          consumedChatTokens.current.add(`${routeChatKey}:${routeChatId}`);
-          const threadMessages = await loadChatMessages(uid, routeChatId);
-          const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-          if (!cancelled) {
-            setMessages(orderChatMessages(threadMessages));
-            setActiveChatId(routeChatId);
-            setQuickChips(DEFAULT_CHIPS);
-            setRecentThreads(recent);
-            await saveLatestChatCache(uid, routeChatId, null, threadMessages);
-          }
-          return;
-        }
-
-        const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-        const latestThread = recent[0] ?? null;
-        if (!cancelled && latestThread?.chatId) {
-          const threadMessages = await loadChatMessages(uid, latestThread.chatId);
-          setMessages(orderChatMessages(threadMessages));
-          setActiveChatId(latestThread.chatId);
-          setRecentThreads(recent);
-          await saveLatestChatCache(uid, latestThread.chatId, latestThread.threadId, threadMessages);
-        } else if (!cancelled) {
-          setRecentThreads(recent);
-        }
-      } catch (error) {
-        if (DEBUG_AURA_CLIENT) {
-          console.log("[AURA] hydrate failed", error);
-        }
-      } finally {
-        if (!cancelled) setIsBooting(false);
-      }
-    }
-
-    void hydrate();
-
-    return () => {
-      cancelled = true;
-    };
-  }, [routeChatId, routeChatKey, uid]);
-
-  useEffect(() => {
-    if (isBooting) return;
-    if (!uid) return;
-    if (hasStreamingMessage) return;
-    if (activeChatId) {
-      void setCachedRecentMessages(uid, activeChatId, orderedMessages);
-    }
-    void saveLatestChatCache(uid, activeChatId, null, orderedMessages);
-  }, [activeChatId, hasStreamingMessage, isBooting, orderedMessages, uid]);
-
-  const refreshRecentThreads = React.useCallback(async () => {
-    if (!uid) return [];
-    const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-    setRecentThreads(recent);
-    return recent;
-  }, [uid]);
-
   const handleShareChatThread = React.useCallback(
     async (thread: AIChatThread) => {
       if (!uid) return;
@@ -1106,7 +825,7 @@ export default function AIScreen() {
       }
       await refreshRecentThreads();
     },
-    [activeChatId, refreshRecentThreads, uid],
+    [activeChatId, latestMessagesRef, refreshRecentThreads, setRecentThreads, uid],
   );
 
   const handleArchiveThread = React.useCallback(
@@ -1122,7 +841,7 @@ export default function AIScreen() {
       }
       await refreshRecentThreads();
     },
-    [activeChatId, refreshRecentThreads, uid],
+    [activeChatId, refreshRecentThreads, setActiveChatId, setMessages, setRecentThreads, uid],
   );
 
   const handleDeleteThread = React.useCallback(
@@ -1138,7 +857,7 @@ export default function AIScreen() {
       }
       await refreshRecentThreads();
     },
-    [activeChatId, refreshRecentThreads, uid],
+    [activeChatId, refreshRecentThreads, setActiveChatId, setMessages, setRecentThreads, uid],
   );
 
   useEffect(() => {
@@ -1404,8 +1123,7 @@ export default function AIScreen() {
             await updateChatThread(uid, chatId, {
               title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
             });
-            const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-            setRecentThreads(recent);
+            await refreshRecentThreads();
             return;
           }
           const outfitBatch = await generateAuraSwipeBatch({
@@ -1448,8 +1166,7 @@ export default function AIScreen() {
           await updateChatThread(uid, chatId, {
             title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
           });
-          const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-          setRecentThreads(recent);
+          await refreshRecentThreads();
           return;
         }
 
@@ -1626,8 +1343,7 @@ export default function AIScreen() {
         if (DEBUG_AURA_CLIENT) {
           console.log("[AURA_STREAM]", "stream flow complete", { uid, chatId });
         }
-        const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-        setRecentThreads(recent);
+        await refreshRecentThreads();
       } catch (error) {
         const wasStopped = stopStreamingRequestedRef.current || isAuraStreamAbortError(error);
         if (wasStopped) {
@@ -1659,8 +1375,7 @@ export default function AIScreen() {
             await updateChatThread(uid, chatId, {
               title: deriveAssistantChatTitle(chatSeedText, stoppedAssistantMessage),
             });
-            const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-            setRecentThreads(recent);
+            await refreshRecentThreads();
           }
           if (DEBUG_AURA_CLIENT) {
             console.log("[AURA_STREAM]", "stream stopped by user", {
@@ -1721,15 +1436,26 @@ export default function AIScreen() {
         setLoading(false);
       }
     },
-    [activeChatId, items, loading, message, minimumClosetSummary, pendingAttachments, uid]
+    [
+      activeChatId,
+      items,
+      latestMessagesRef,
+      loading,
+      message,
+      minimumClosetSummary,
+      pendingAttachments,
+      refreshRecentThreads,
+      setActiveChatId,
+      setMessage,
+      setMessages,
+      setPendingAttachments,
+      setQuickChips,
+      stopStreamingRequestedRef,
+      streamAbortControllerRef,
+      uid,
+    ]
   );
 
-  const handleStopGenerating = React.useCallback(() => {
-    stopStreamingRequestedRef.current = true;
-    streamAbortControllerRef.current?.abort();
-    void runHaptic("selection");
-  }, []);
-
   const handleRetryAuraResponse = React.useCallback(
     (sourceMessage: AIMessage) => {
       if (loading) return;
@@ -1753,7 +1479,7 @@ export default function AIScreen() {
         removeMessageId: sourceMessage.id,
       });
     },
-    [handleAsk, loading],
+    [handleAsk, latestMessagesRef, loading],
   );
 
   const handleAuraLookAction = React.useCallback(
@@ -1816,7 +1542,7 @@ export default function AIScreen() {
         )
       );
     },
-    []
+    [setMessages]
   );
 
   const handleAuraCandidateAction = React.useCallback(
@@ -1887,8 +1613,7 @@ export default function AIScreen() {
         setMessages((prev) => orderChatMessages(appendUniqueSystemMessage(prev, systemMessage.text ?? "")));
         if (activeChatId) {
           await appendMessageToChat(uid, activeChatId, systemMessage);
-          const recent = await loadRecentChatThreads(uid, RECENT_CHAT_LIMIT);
-          setRecentThreads(recent);
+          await refreshRecentThreads();
         }
       } catch (error) {
         if (DEBUG_AURA_CLIENT) {
@@ -1903,7 +1628,7 @@ export default function AIScreen() {
         updateCandidateStatuses(sourceMessage, targetCandidates.map((candidate) => candidate.candidateId), "failed");
       }
     },
-    [activeChatId, uid, updateCandidateStatuses]
+    [activeChatId, latestMessagesRef, refreshRecentThreads, setMessages, uid, updateCandidateStatuses]
   );
 
   const handleAuraOutfitPhotoAction = React.useCallback(
@@ -1963,7 +1688,7 @@ export default function AIScreen() {
         }
       }
     },
-    [handleAsk, uid]
+    [handleAsk, latestMessagesRef, uid]
   );
 
   const handleAuraLaundryAction = React.useCallback(
@@ -1993,7 +1718,7 @@ export default function AIScreen() {
         Toast.error("Laundry update failed", error?.message ?? "Could not update that item.");
       }
     },
-    [activeChatId, itemsById, uid]
+    [activeChatId, itemsById, setMessages, uid]
   );
 
   useEffect(() => {
@@ -2167,17 +1892,8 @@ export default function AIScreen() {
         onTakePhoto={() => void handleTakePhoto()}
         attachments={pendingAttachments}
         attachmentRole={attachmentRole}
-        onAttachmentRoleChange={(role) => {
-          setAttachmentRole(role);
-          setPendingAttachments((prev) =>
-            prev.map((attachment) =>
-              attachment.type === "image" ? { ...attachment, role } : attachment
-            )
-          );
-        }}
-        onRemoveAttachment={(id) =>
-          setPendingAttachments((prev) => prev.filter((attachment) => attachment.id !== id))
-        }
+        onAttachmentRoleChange={handleAttachmentRoleChange}
+        onRemoveAttachment={handleRemoveAttachment}
         onMicPress={() => void handleMicPress()}
         recording={recordingAudio}
         />
diff --git a/src/hooks/aura/useAuraChatHydration.ts b/src/hooks/aura/useAuraChatHydration.ts
new file mode 100644
index 0000000..fd6ba94
--- /dev/null
+++ b/src/hooks/aura/useAuraChatHydration.ts
@@ -0,0 +1,165 @@
+import React, { useEffect, useMemo, useRef, useState } from "react";
+
+import type { AIMessage } from "@/src/components/ai/chatTypes";
+import {
+  loadChatMessages,
+  loadRecentChatThreads,
+  type AIChatThread,
+} from "@/src/lib/aiChats";
+import { orderChatMessages } from "@/src/lib/chatMessageOrder";
+import {
+  getCachedChatList,
+  getCachedRecentMessages,
+  setCachedRecentMessages,
+} from "@/src/lib/localCache";
+import { loadLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
+
+type UseAuraChatHydrationOptions = {
+  uid: string | null;
+  routeChatId: string;
+  routeChatKey: string;
+  recentChatLimit: number;
+  defaultChips: string[];
+  debug: boolean;
+};
+
+export function useAuraChatHydration({
+  uid,
+  routeChatId,
+  routeChatKey,
+  recentChatLimit,
+  defaultChips,
+  debug,
+}: UseAuraChatHydrationOptions) {
+  const [messages, setMessages] = useState<AIMessage[]>([]);
+  const [activeChatId, setActiveChatId] = useState<string | null>(null);
+  const [isBooting, setIsBooting] = useState(true);
+  const [, setQuickChips] = useState<string[]>(defaultChips);
+  const [recentThreads, setRecentThreads] = useState<AIChatThread[]>([]);
+  const latestMessagesRef = useRef<AIMessage[]>([]);
+  const lastHydratedUidRef = useRef<string | null>(null);
+  const consumedChatTokens = useRef(new Set<string>());
+  const orderedMessages = useMemo(() => orderChatMessages(messages), [messages]);
+  const hasStreamingMessage = useMemo(() => orderedMessages.some((entry) => entry.streaming), [orderedMessages]);
+
+  useEffect(() => {
+    latestMessagesRef.current = orderedMessages;
+  }, [orderedMessages]);
+
+  useEffect(() => {
+    let cancelled = false;
+
+    async function hydrate() {
+      if (!uid) {
+        setMessages([]);
+        setActiveChatId(null);
+        setRecentThreads([]);
+        lastHydratedUidRef.current = null;
+        setIsBooting(false);
+        return;
+      }
+
+      if (lastHydratedUidRef.current !== uid) {
+        setMessages([]);
+        setActiveChatId(null);
+        setRecentThreads([]);
+        lastHydratedUidRef.current = uid;
+      }
+      setIsBooting(true);
+
+      const cachedThreads = await getCachedChatList(uid);
+      if (!cancelled && cachedThreads?.data?.length) {
+        setRecentThreads(cachedThreads.data);
+      }
+
+      const cachedActiveChatId = routeChatId || cachedThreads?.data?.find((thread) => !thread.archived)?.chatId || "";
+      if (cachedActiveChatId) {
+        const cachedMessages = await getCachedRecentMessages(uid, cachedActiveChatId);
+        if (!cancelled && cachedMessages?.data?.length) {
+          setMessages(orderChatMessages(cachedMessages.data));
+          setActiveChatId(cachedActiveChatId);
+        }
+      } else {
+        const cached = await loadLatestChatCache<AIMessage>(uid);
+        if (!cancelled && cached?.messages?.length) {
+          setMessages(orderChatMessages(cached.messages));
+          setActiveChatId(cached.chatId ?? null);
+        }
+      }
+
+      try {
+        const shouldLoadSpecificChat =
+          !!routeChatId && !consumedChatTokens.current.has(`${routeChatKey}:${routeChatId}`);
+        if (shouldLoadSpecificChat) {
+          consumedChatTokens.current.add(`${routeChatKey}:${routeChatId}`);
+          const threadMessages = await loadChatMessages(uid, routeChatId);
+          const recent = await loadRecentChatThreads(uid, recentChatLimit);
+          if (!cancelled) {
+            setMessages(orderChatMessages(threadMessages));
+            setActiveChatId(routeChatId);
+            setQuickChips(defaultChips);
+            setRecentThreads(recent);
+            await saveLatestChatCache(uid, routeChatId, null, threadMessages);
+          }
+          return;
+        }
+
+        const recent = await loadRecentChatThreads(uid, recentChatLimit);
+        const latestThread = recent[0] ?? null;
+        if (!cancelled && latestThread?.chatId) {
+          const threadMessages = await loadChatMessages(uid, latestThread.chatId);
+          setMessages(orderChatMessages(threadMessages));
+          setActiveChatId(latestThread.chatId);
+          setRecentThreads(recent);
+          await saveLatestChatCache(uid, latestThread.chatId, latestThread.threadId, threadMessages);
+        } else if (!cancelled) {
+          setRecentThreads(recent);
+        }
+      } catch (error) {
+        if (debug) {
+          console.log("[AURA] hydrate failed", error);
+        }
+      } finally {
+        if (!cancelled) setIsBooting(false);
+      }
+    }
+
+    void hydrate();
+
+    return () => {
+      cancelled = true;
+    };
+  }, [debug, defaultChips, recentChatLimit, routeChatId, routeChatKey, uid]);
+
+  useEffect(() => {
+    if (isBooting) return;
+    if (!uid) return;
+    if (hasStreamingMessage) return;
+    if (activeChatId) {
+      void setCachedRecentMessages(uid, activeChatId, orderedMessages);
+    }
+    void saveLatestChatCache(uid, activeChatId, null, orderedMessages);
+  }, [activeChatId, hasStreamingMessage, isBooting, orderedMessages, uid]);
+
+  const refreshRecentThreads = React.useCallback(async () => {
+    if (!uid) return [];
+    const recent = await loadRecentChatThreads(uid, recentChatLimit);
+    setRecentThreads(recent);
+    return recent;
+  }, [recentChatLimit, uid]);
+
+  return {
+    activeChatId,
+    hasStreamingMessage,
+    isBooting,
+    latestMessagesRef,
+    messages,
+    orderedMessages,
+    recentThreads,
+    refreshRecentThreads,
+    setActiveChatId,
+    setMessages,
+    setQuickChips,
+    setRecentThreads,
+  };
+}
diff --git a/src/hooks/aura/useAuraComposerState.ts b/src/hooks/aura/useAuraComposerState.ts
new file mode 100644
index 0000000..fd235c0
--- /dev/null
+++ b/src/hooks/aura/useAuraComposerState.ts
@@ -0,0 +1,180 @@
+import * as FileSystem from "expo-file-system/legacy";
+import * as ImagePicker from "expo-image-picker";
+import React, { useRef, useState } from "react";
+import { Alert } from "react-native";
+
+import type {
+  ChatAttachment,
+  ChatAttachmentGroupRole,
+  ChatImageAttachment,
+} from "@/src/components/ai/chatTypes";
+import { transcribeAuraAudio } from "@/src/lib/aura";
+import {
+  uploadAuraTranscriptionAudio,
+} from "@/src/lib/auraAttachments";
+import { createLocalAttachmentId } from "@/src/lib/auraChatHelpers";
+
+type OptionalAudioRecorder = {
+  uri: string | null;
+  prepareToRecordAsync: () => Promise<void>;
+  record: () => void;
+  stop: () => Promise<void>;
+};
+
+type UseAuraComposerStateOptions = {
+  uid: string | null;
+};
+
+export function useAuraComposerState({ uid }: UseAuraComposerStateOptions) {
+  const [message, setMessage] = useState("");
+  const [pendingAttachments, setPendingAttachments] = useState<ChatAttachment[]>([]);
+  const [attachmentRole, setAttachmentRole] = useState<ChatAttachmentGroupRole>("reference");
+  const [recordingAudio, setRecordingAudio] = useState(false);
+  const audioRecorderRef = useRef<OptionalAudioRecorder | null>(null);
+  const recordingStartedAtRef = useRef<number | null>(null);
+
+  const addImageAssets = React.useCallback(
+    (assets: ImagePicker.ImagePickerAsset[]) => {
+      const groupId = `grp-${Date.now()}-${Math.random().toString(36).slice(2, 7)}`;
+      const next: ChatImageAttachment[] = assets
+        .filter((asset) => !!asset.uri)
+        .map((asset) => ({
+          id: createLocalAttachmentId(),
+          type: "image",
+          uri: asset.uri,
+          localUri: asset.uri,
+          mimeType: asset.mimeType ?? null,
+          groupId,
+          role: attachmentRole,
+          width: asset.width ?? null,
+          height: asset.height ?? null,
+        }));
+      if (!next.length) return;
+      setPendingAttachments((prev) => [...prev, ...next].slice(0, 8));
+    },
+    [attachmentRole],
+  );
+
+  const handlePickImages = React.useCallback(async () => {
+    const permission = await ImagePicker.requestMediaLibraryPermissionsAsync();
+    if (!permission.granted) {
+      Alert.alert("Photos", "Please allow photo access to attach images.");
+      return;
+    }
+    const result = await ImagePicker.launchImageLibraryAsync({
+      mediaTypes: ["images"],
+      allowsMultipleSelection: true,
+      quality: 0.9,
+      exif: false,
+    });
+    if (result.canceled) return;
+    addImageAssets(result.assets ?? []);
+  }, [addImageAssets]);
+
+  const handleTakePhoto = React.useCallback(async () => {
+    const permission = await ImagePicker.requestCameraPermissionsAsync();
+    if (!permission.granted) {
+      Alert.alert("Camera", "Please allow camera access to attach a photo.");
+      return;
+    }
+    const result = await ImagePicker.launchCameraAsync({
+      mediaTypes: ["images"],
+      allowsEditing: false,
+      quality: 0.9,
+      exif: false,
+    });
+    if (result.canceled) return;
+    addImageAssets(result.assets ?? []);
+  }, [addImageAssets]);
+
+  const handleMicPress = React.useCallback(async () => {
+    if (!uid) return;
+    try {
+      if (recordingAudio && audioRecorderRef.current) {
+        const recorder = audioRecorderRef.current;
+        await recorder.stop();
+        const uri = recorder.uri;
+        const startedAt = recordingStartedAtRef.current;
+        audioRecorderRef.current = null;
+        recordingStartedAtRef.current = null;
+        setRecordingAudio(false);
+        if (!uri) return;
+        const durationMs = startedAt ? Date.now() - startedAt : null;
+        try {
+          const uploaded = await uploadAuraTranscriptionAudio(uid, {
+            id: createLocalAttachmentId(),
+            uri,
+            localUri: uri,
+            mimeType: "audio/mp4",
+            durationMs,
+          });
+          const transcript = await transcribeAuraAudio(uploaded);
+          if (transcript) {
+            setMessage((prev) => (prev.trim() ? `${prev.trim()} ${transcript}` : transcript));
+          } else {
+            Alert.alert("Voice", "I couldn't hear any words in that recording.");
+          }
+        } finally {
+          void FileSystem.deleteAsync(uri, { idempotent: true }).catch(() => undefined);
+        }
+        return;
+      }
+
+      const audio = await import("expo-audio").catch(() => null);
+      if (!audio) {
+        Alert.alert("Voice", "Voice input needs the latest native build. Image and text chat still work.");
+        return;
+      }
+
+      const permission = await audio.requestRecordingPermissionsAsync();
+      if (!permission.granted) {
+        Alert.alert("Voice", "Please allow microphone access to dictate a message.");
+        return;
+      }
+      const recorder = new audio.AudioRecorder(audio.RecordingPresets.LOW_QUALITY);
+      await recorder.prepareToRecordAsync();
+      recorder.record();
+      audioRecorderRef.current = recorder;
+      recordingStartedAtRef.current = Date.now();
+      setRecordingAudio(true);
+    } catch (error: any) {
+      audioRecorderRef.current = null;
+      recordingStartedAtRef.current = null;
+      setRecordingAudio(false);
+      const messageText = String(error?.message ?? "");
+      Alert.alert(
+        "Voice",
+        messageText.includes("ExpoAudio")
+          ? "Voice input needs the latest native build. Image and text chat still work."
+          : messageText || "Unable to transcribe right now."
+      );
+    }
+  }, [recordingAudio, uid]);
+
+  const handleAttachmentRoleChange = React.useCallback((role: ChatAttachmentGroupRole) => {
+    setAttachmentRole(role);
+    setPendingAttachments((prev) =>
+      prev.map((attachment) =>
+        attachment.type === "image" ? { ...attachment, role } : attachment
+      )
+    );
+  }, []);
+
+  const handleRemoveAttachment = React.useCallback((id: string) => {
+    setPendingAttachments((prev) => prev.filter((attachment) => attachment.id !== id));
+  }, []);
+
+  return {
+    attachmentRole,
+    handleAttachmentRoleChange,
+    handleMicPress,
+    handlePickImages,
+    handleRemoveAttachment,
+    handleTakePhoto,
+    message,
+    pendingAttachments,
+    recordingAudio,
+    setMessage,
+    setPendingAttachments,
+  };
+}
diff --git a/src/hooks/aura/useAuraStreamingState.ts b/src/hooks/aura/useAuraStreamingState.ts
new file mode 100644
index 0000000..a87a1b9
--- /dev/null
+++ b/src/hooks/aura/useAuraStreamingState.ts
@@ -0,0 +1,20 @@
+import React, { useRef } from "react";
+
+import { runHaptic } from "@/src/lib/haptics";
+
+export function useAuraStreamingState() {
+  const streamAbortControllerRef = useRef<AbortController | null>(null);
+  const stopStreamingRequestedRef = useRef(false);
+
+  const handleStopGenerating = React.useCallback(() => {
+    stopStreamingRequestedRef.current = true;
+    streamAbortControllerRef.current?.abort();
+    void runHaptic("selection");
+  }, []);
+
+  return {
+    handleStopGenerating,
+    stopStreamingRequestedRef,
+    streamAbortControllerRef,
+  };
+}
diff --git a/src/lib/auraChatHelpers.ts b/src/lib/auraChatHelpers.ts
index 2514faa..45b4405 100644
--- a/src/lib/auraChatHelpers.ts
+++ b/src/lib/auraChatHelpers.ts
@@ -33,6 +33,78 @@ export function createUserMessage(text: string): AIMessage {
   };
 }
 
+export function createUserMessageWithAttachments(text: string, attachments: ChatAttachment[]): AIMessage {
+  return {
+    ...createUserMessage(text),
+    attachments,
+  };
+}
+
+export function createStreamingAssistantMessage(
+  id: string,
+  createdAt: number,
+  replyToMessageId: string,
+  localSequence: number,
+): AIMessage {
+  return {
+    id,
+    type: "assistant",
+    kind: "aura_text",
+    text: "",
+    streaming: true,
+    createdAt,
+    clientCreatedAt: createdAt,
+    localSequence,
+    replyToMessageId,
+  };
+}
+
+export function createSystemMessage(text: string): AIMessage {
+  const createdAt = Date.now();
+  return {
+    id: createMessageId(),
+    type: "system/action",
+    kind: "system",
+    text,
+    createdAt,
+    clientCreatedAt: createdAt,
+    localSequence: nextLocalMessageSequence(),
+  };
+}
+
+export function createLocalAttachmentId() {
+  return `att-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
+}
+
+export function updateMessageById(
+  messages: AIMessage[],
+  messageId: string,
+  updater: (message: AIMessage) => AIMessage
+) {
+  const index = messages.findIndex((entry) => entry.id === messageId);
+  if (index < 0) return messages;
+  const updatedMessage = updater(messages[index]);
+  if (updatedMessage === messages[index]) return messages;
+  const next = messages.slice();
+  next[index] = updatedMessage;
+  return next;
+}
+
+export function appendUniqueSystemMessage(
+  messages: AIMessage[],
+  text: string,
+  removeMessageId?: string
+) {
+  const withoutRemoved = removeMessageId
+    ? messages.filter((entry) => entry.id !== removeMessageId)
+    : messages;
+  const alreadyExists = withoutRemoved.some(
+    (entry) => entry.type === "system/action" && entry.text === text
+  );
+  if (alreadyExists) return withoutRemoved;
+  return [...withoutRemoved, createSystemMessage(text)];
+}
+
 export function buildChatSeedText(prompt: string, attachments: ChatAttachment[]) {
   if (prompt.trim()) return prompt.trim();
   if (attachments.some((attachment) => attachment.type === "image")) {

From 65519ee4cc41e915c84413953799c0c800640d03 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Sat, 2 May 2026 04:01:58 -0500
Subject: [PATCH 70/93] refactor(functions): extract aura stream helpers

---
 functions/src/askAuraStream.ts                | 404 ++++--------------
 functions/src/shared/auraStreamAttachments.ts | 139 ++++++
 functions/src/shared/auraStreamRouting.ts     | 134 ++++++
 functions/src/shared/auraStreamSse.ts         |  51 +++
 4 files changed, 402 insertions(+), 326 deletions(-)
 create mode 100644 functions/src/shared/auraStreamAttachments.ts
 create mode 100644 functions/src/shared/auraStreamRouting.ts
 create mode 100644 functions/src/shared/auraStreamSse.ts

diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 9361e7e..db443b0 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -25,14 +25,36 @@ import {
 } from "./shared/auraOutfitPhotoAnalysis";
 import { dedupeAuraLookAccessories } from "./shared/auraAccessorySelection";
 import { type WardrobeGapSuggestion } from "./shared/detectWardrobeGaps";
-import { loadAuraUserProfile, type AuraUserProfile } from "./shared/loadAuraUserProfile";
+import { loadAuraUserProfile } from "./shared/loadAuraUserProfile";
 import { handleLaundryIntent } from "./shared/laundryIntent";
 import { extractProductUrlMetadata } from "./shared/productUrlMetadata";
 import {
   ProductLinkError,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
-import { redactUrlForLogs, validateSafeUrlForFetch } from "./shared/safeFetch";
+import { redactUrlForLogs } from "./shared/safeFetch";
+import {
+  attachmentContextText,
+  buildAuraVisionImageInputs,
+  imageGroupsForAddIntent,
+  parseAuraAttachments,
+  safeUrlHost,
+} from "./shared/auraStreamAttachments";
+import {
+  buildCompactAuraContextForSimpleChat,
+  buildMultiLookRequestNote,
+  parseRequestedLookCount,
+  shouldUseSimpleChatPath,
+  wantsMultipleLooks,
+} from "./shared/auraStreamRouting";
+import {
+  setupAuraStreamResponse,
+  writeError,
+  writeFinal,
+  writeStatus,
+  writeTextDelta,
+  type AuraStreamWriter,
+} from "./shared/auraStreamSse";
 
 const db = getFirestore();
 const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
@@ -137,17 +159,6 @@ type AuraResponse = {
   };
 };
 
-type AuraAttachment = {
-  type?: "image";
-  uri?: string;
-  role?: string | null;
-  groupId?: string | null;
-  mimeType?: string | null;
-  storagePath?: string | null;
-  width?: number | null;
-  height?: number | null;
-};
-
 type AuraLinkPreview = {
   sourceUrl: string;
   title: string | null;
@@ -156,132 +167,6 @@ type AuraLinkPreview = {
   description: string | null;
 };
 
-const MULTI_LOOK_REQUEST_RE =
-  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?|directions?)|safe,\s*balanced,\s*(?:and\s*)?bold|safe\s+balanced\s+bold|different\s+directions|few\s+outfits?)\b/i;
-
-function parseRequestedLookCount(message: string) {
-  const text = String(message ?? "").toLowerCase();
-  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 4;
-  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 3;
-  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 2;
-  if (/\bsafe,\s*balanced,\s*(?:and\s*)?bold\b|\bsafe\s+balanced\s+bold\b/.test(text)) return 3;
-  if (/\bmultiple\s+(?:outfits?|looks?|options?|directions?)\b|\bdifferent\s+directions\b|\bfew\s+outfits?\b/.test(text)) return 3;
-  return 1;
-}
-
-function wantsMultipleLooks(message: string) {
-  return MULTI_LOOK_REQUEST_RE.test(String(message ?? ""));
-}
-
-function buildMultiLookRequestNote(userMessage: string) {
-  if (!wantsMultipleLooks(userMessage)) return "";
-  const count = Math.min(3, Math.max(2, parseRequestedLookCount(userMessage)));
-  return (
-    "\n\nMulti-look requirement:\n" +
-    "The user is explicitly asking for multiple outfit options.\n" +
-    `Return presentation "card" and provide ${count} structured looks in lookOptions whenever you can do so safely.\n` +
-    "Do not answer this with only prose, outfitItems, ownedPieces, or recommendedAdditions if structured looks are possible.\n" +
-    "If only one structured look is possible, still return that one structured look and leave a concise reply."
-  );
-}
-
-const ADD_IMAGE_RE =
-  /\b(add|save|store|put|upload|log)\b[\s\S]{0,80}\b(closet|wardrobe|item|items|these|this|all)\b|\b(add|save)\s+(this|these|all|item|items)\b/i;
-const BATCH_IMAGE_RE = /\b(these|all|each|separate|multiple|items)\b/i;
-const SIMPLE_CHAT_NEEDS_STRUCTURED_RE =
-  /\b(add|accessor(?:y|ies)|analy[sz]e|buy|card|closet|complete|date|dinner|dressier|event|fit|formal|image|improve|item|jacket|laundry|link|look|missing|outfit|photo|picture|plan|planner|product|rate|recommend|save|shop|shopping|smart\s+buys?|style|swap|tonight|tomorrow|trip|use\s+only|wardrobe|wear|wearing|weather|wedding|work)\b/i;
-
-function isGeneralChatIntent(value: string | null) {
-  const normalized = String(value ?? "").trim().toLowerCase();
-  return !normalized || normalized === "general_chat";
-}
-
-function shouldUseSimpleChatPath(args: {
-  userMessage: string;
-  attachments: AuraAttachment[];
-  detectedUrls: { normalized: string }[];
-  clientIntent: string | null;
-  effectiveClientIntent: string | null;
-  linkIntent: string;
-}) {
-  if (!args.userMessage.trim()) return false;
-  if (args.attachments.length > 0) return false;
-  if (args.detectedUrls.length > 0) return false;
-  if (args.linkIntent !== "none") return false;
-  if (!isGeneralChatIntent(args.clientIntent)) return false;
-  if (!isGeneralChatIntent(args.effectiveClientIntent)) return false;
-  if (wantsMultipleLooks(args.userMessage)) return false;
-  return !SIMPLE_CHAT_NEEDS_STRUCTURED_RE.test(args.userMessage);
-}
-
-function compactText(value: unknown, maxLength = 160) {
-  const text = String(value ?? "").replace(/\s+/g, " ").trim();
-  return text ? text.slice(0, maxLength) : null;
-}
-
-function compactAuraUserProfile(userProfile: AuraUserProfile) {
-  return {
-    firstName: compactText(userProfile.firstName),
-    region: compactText(userProfile.region),
-    wardrobeMode: compactText(userProfile.wardrobeMode),
-    selectedCategories: uniqueTrimmed(userProfile.selectedCategories, 6),
-    styleAesthetics: uniqueTrimmed(userProfile.styleAesthetics, 6),
-    favoriteColors: uniqueTrimmed(userProfile.favoriteColors, 6),
-    avoidedColors: uniqueTrimmed(userProfile.avoidedColors, 6),
-    accessoryPreferences: uniqueTrimmed(userProfile.accessoryPreferences, 6),
-    occasionPriority: uniqueTrimmed(userProfile.occasionPriority, 6),
-    goals: uniqueTrimmed(userProfile.goals, 6),
-    preferredFit: compactText(userProfile.preferredFit),
-    preferredBrands: uniqueTrimmed(userProfile.stylePreferences?.preferredBrands, 6),
-    closetPreferences: userProfile.closetPreferences
-      ? {
-          prioritizeUnderused: userProfile.closetPreferences.prioritizeUnderused === true,
-          hideLaundryByDefault: userProfile.closetPreferences.hideLaundryByDefault === true,
-          defaultSort: compactText(userProfile.closetPreferences.defaultSort),
-        }
-      : null,
-  };
-}
-
-function compactMinimumClosetFromClientContext(value: unknown) {
-  const requestContext = value && typeof value === "object"
-    ? (value as Record<string, unknown>)
-    : {};
-  const minimumCloset = requestContext.minimumCloset && typeof requestContext.minimumCloset === "object"
-    ? (requestContext.minimumCloset as Record<string, unknown>)
-    : null;
-  if (!minimumCloset) return null;
-
-  const itemCount = Number(minimumCloset.itemCount ?? 0);
-  const outfitRange = Number(minimumCloset.outfitRange ?? 0);
-  const nextBestAdd = compactText(minimumCloset.nextBestAdd, 120);
-
-  return {
-    itemCount: Number.isFinite(itemCount) ? itemCount : 0,
-    styleCoreProgress: compactText(minimumCloset.styleCoreProgress, 120),
-    nextBestAdd,
-    missingCategoryHints: nextBestAdd ? [nextBestAdd] : [],
-    outfitRange: Number.isFinite(outfitRange) ? outfitRange : 0,
-    tone: compactText(minimumCloset.tone, 80),
-  };
-}
-
-function buildCompactAuraContextForSimpleChat(args: {
-  memory: unknown;
-  userProfile: AuraUserProfile;
-  clientContext: unknown;
-  styleCoreNote: string;
-}) {
-  return {
-    mode: "compact_simple_chat",
-    contextPolicy: "Full closet item list and image URLs omitted for simple chat.",
-    closetSummary: compactMinimumClosetFromClientContext(args.clientContext),
-    userProfile: compactAuraUserProfile(args.userProfile),
-    preferenceContext: args.memory,
-    styleCoreNote: args.styleCoreNote || null,
-  };
-}
-
 function shortenLookReply(text: string) {
   const trimmed = String(text ?? "").trim();
   if (!trimmed) return trimmed;
@@ -646,17 +531,6 @@ function normalizeAuraResponse(
   return response;
 }
 
-function writeEvent(
-  res: {
-    write: (chunk: string) => void;
-    flush?: () => void;
-  },
-  payload: Record<string, unknown>
-) {
-  res.write(`${JSON.stringify(payload)}\n`);
-  res.flush?.();
-}
-
 function fallbackAuraResponse(reply: string): AuraResponse {
   return {
     presentation: "chat",
@@ -716,87 +590,6 @@ function normalizeSuggestionItems(
     .slice(0, 3);
 }
 
-async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAttachment[]> {
-  if (!Array.isArray(input)) return [];
-  const out: AuraAttachment[] = [];
-  for (const entry of input.slice(0, 8)) {
-    if (!entry || typeof entry !== "object") continue;
-    const candidate = entry as Record<string, unknown>;
-    if (candidate.type !== "image") continue;
-    const uri = String(candidate.uri ?? "").trim();
-    if (!uri) continue;
-    const storagePath = String(candidate.storagePath ?? "").trim() || null;
-    if (storagePath && !storagePath.startsWith(`users/${uid}/auraAttachments/`)) {
-      logger.warn("[AURA_STREAM_ATTACHMENTS] rejected foreign image attachment", {
-        uid,
-        storagePath,
-      });
-      continue;
-    }
-    try {
-      await validateSafeUrlForFetch(uri);
-    } catch (error) {
-      logger.warn("[AURA_STREAM_ATTACHMENTS] rejected unsafe image attachment URL", {
-        uid,
-        uri: redactUrlForLogs(uri),
-        reason: error instanceof Error ? error.message : String(error),
-      });
-      continue;
-    }
-    logger.info("[AURA_STREAM_ATTACHMENTS] accepted image attachment", {
-      uid,
-      kind: "image",
-      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
-      hasStoragePath: !!storagePath,
-      storagePath,
-      hasDownloadURL: /^https?:\/\//i.test(uri),
-      uriHost: safeUrlHost(uri),
-      validatedMediaSource: storagePath ? "owned_storage_download_url" : "validated_remote_url",
-      width: typeof candidate.width === "number" ? candidate.width : null,
-      height: typeof candidate.height === "number" ? candidate.height : null,
-    });
-    out.push({
-      type: "image",
-      uri,
-      role: typeof candidate.role === "string" ? candidate.role : null,
-      groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
-      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
-      storagePath,
-      width: typeof candidate.width === "number" ? candidate.width : null,
-      height: typeof candidate.height === "number" ? candidate.height : null,
-    });
-  }
-  return out;
-}
-
-function attachmentContextText(attachments: AuraAttachment[]) {
-  if (!attachments.length) return "No attachments.";
-  return JSON.stringify(
-    attachments.map((attachment, index) => ({
-      index,
-      type: attachment.type,
-      role: attachment.role ?? null,
-      groupId: attachment.groupId ?? null,
-      mimeType: attachment.mimeType ?? null,
-      storagePath: attachment.storagePath ?? null,
-      width: attachment.width ?? null,
-      height: attachment.height ?? null,
-      uri: redactUrlForLogs(attachment.uri),
-    })),
-    null,
-    2
-  );
-}
-
-function safeUrlHost(uri: string | undefined) {
-  if (!uri) return null;
-  try {
-    return new URL(uri).host;
-  } catch {
-    return null;
-  }
-}
-
 function isHmProductUrl(rawUrl?: string | null) {
   try {
     const url = new URL(String(rawUrl ?? ""));
@@ -843,35 +636,6 @@ function productContextText(
   );
 }
 
-type ClientAuraIntent =
-  | "add_item"
-  | "add_items_batch"
-  | "add_item_from_url"
-  | "add_from_link"
-  | "add_from_links_batch"
-  | string
-  | null;
-
-function imageGroupsForAddIntent(
-  text: string,
-  attachments: AuraAttachment[],
-  clientIntent?: ClientAuraIntent,
-) {
-  const images = attachments.filter(
-    (attachment): attachment is AuraAttachment & { uri: string } =>
-      attachment.type === "image" && !!attachment.uri,
-  );
-  const forceAdd =
-    clientIntent === "add_item" || clientIntent === "add_items_batch";
-  if (!images.length || (!forceAdd && !ADD_IMAGE_RE.test(text))) return [];
-  const shouldSplit =
-    images.length > 1 &&
-    (clientIntent === "add_items_batch" ||
-      images[0]?.role === "separate_items" ||
-      BATCH_IMAGE_RE.test(text));
-  return shouldSplit ? images.map((image) => [image.uri]) : [images.map((image) => image.uri)];
-}
-
 function logStreamCandidateEmit(
   uid: string,
   source: "image" | "link",
@@ -896,6 +660,27 @@ function mergeUrlMetadataIntoCandidate(
   candidate: AuraCandidateItem,
   metadata: Awaited<ReturnType<typeof extractProductUrlMetadata>> | AuraLinkPreview,
 ): AuraCandidateItem {
+  const amount = "priceAmount" in metadata ? metadata.priceAmount ?? null : null;
+  const currency =
+    "priceCurrency" in metadata
+      ? metadata.priceCurrency ?? metadata.currency ?? null
+      : null;
+  const priceFields =
+    typeof amount === "number" && Number.isFinite(amount)
+      ? {
+          retailPrice: amount,
+          purchasePrice: amount,
+          estimatedValue: amount,
+          currency,
+          originalPrice: amount,
+          originalCurrency: currency,
+          priceSource: "product_link" as const,
+          priceDisplay:
+            "priceDisplay" in metadata
+              ? metadata.priceDisplay ?? metadata.price ?? null
+              : null,
+        }
+      : {};
   return {
     ...candidate,
     candidateId: `url-${Date.now()}-0`,
@@ -910,6 +695,7 @@ function mergeUrlMetadataIntoCandidate(
     subCategory: candidate.subCategory ?? ("subCategory" in metadata ? metadata.subCategory ?? null : null),
     brand: candidate.brand ?? ("brand" in metadata ? metadata.brand ?? null : null),
     confidence: candidate.confidence ?? ("confidence" in metadata ? metadata.confidence ?? null : null),
+    ...priceFields,
     sourceType: "link",
     sourceUrl: metadata.sourceUrl,
     status: "status" in metadata && metadata.status === "needs_review"
@@ -1039,7 +825,7 @@ function hmSanitizedClientPreview(preview: AuraLinkPreview | null): AuraLinkPrev
 }
 
 async function emitUrlCandidatePreview(params: {
-  res: Parameters<typeof writeEvent>[0] & { end: () => void };
+  res: AuraStreamWriter & { end: () => void };
   client: OpenAI;
   uid: string;
   metadata: Awaited<ReturnType<typeof extractProductUrlMetadata>> | AuraLinkPreview;
@@ -1164,20 +950,15 @@ async function emitUrlCandidatePreview(params: {
     candidatesLength: data.candidates.length,
   });
   logStreamCandidateEmit(params.uid, "link", data);
-  writeEvent(params.res, { type: "delta", delta: data.reply });
-  writeEvent(params.res, { type: "final", data });
+  writeTextDelta(params.res, data.reply);
+  writeFinal(params.res, data);
   params.res.end();
 }
 
 export const askAuraStream = onRequest(
   { cors: true, secrets: ["OPENAI_API_KEY"], timeoutSeconds: 120 },
   async (req, res) => {
-    res.setHeader("Content-Type", "application/x-ndjson; charset=utf-8");
-    res.setHeader("Cache-Control", "no-cache, no-transform");
-    res.setHeader("Connection", "keep-alive");
-    res.setHeader("X-Accel-Buffering", "no");
-    res.setHeader("Access-Control-Allow-Headers", "Content-Type, Authorization");
-    res.flushHeaders?.();
+    setupAuraStreamResponse(res);
 
     if (req.method === "OPTIONS") {
       res.status(204).end();
@@ -1312,10 +1093,7 @@ export const askAuraStream = onRequest(
       });
 
       if (shouldAnalyzeOutfitPhoto) {
-        writeEvent(res, {
-          type: "status",
-          status: "analyzing_outfit",
-        });
+        writeStatus(res, "analyzing_outfit");
         logger.info("[AURA_OUTFIT_PHOTO] stream outfit analysis intent classified", {
           uid,
           clientIntent,
@@ -1343,7 +1121,7 @@ export const askAuraStream = onRequest(
           });
           data = fallbackAuraResponse("I couldn't read that image as a supported photo. Try sending it again as a JPEG or PNG.");
         }
-        writeEvent(res, { type: "final", data });
+        writeFinal(res, data);
         res.end();
         return;
       }
@@ -1375,8 +1153,8 @@ export const askAuraStream = onRequest(
               urlHost: safeUrlHost(firstDetectedUrl),
             });
             const reply = "Couldn't read that link. Try a screenshot.";
-            writeEvent(res, { type: "delta", delta: reply });
-            writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+            writeTextDelta(res, reply);
+            writeFinal(res, fallbackAuraResponse(reply));
             res.end();
             return;
           }
@@ -1413,18 +1191,15 @@ export const askAuraStream = onRequest(
             error,
           });
           const reply = "Couldn't read that link. Try a screenshot.";
-          writeEvent(res, { type: "delta", delta: reply });
-          writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+          writeTextDelta(res, reply);
+          writeFinal(res, fallbackAuraResponse(reply));
           res.end();
           return;
         }
       }
 
       if (imageCandidateGroups.length > 0) {
-        writeEvent(res, {
-          type: "status",
-          status: "extracting_preview",
-        });
+        writeStatus(res, "extracting_preview");
         logger.info("[AURA_CANDIDATE] image add intent classified", {
           uid,
           candidateCount: imageCandidateGroups.length,
@@ -1463,8 +1238,8 @@ export const askAuraStream = onRequest(
             candidatesLength: data.candidates.length,
           });
           logStreamCandidateEmit(uid, "image", data);
-          writeEvent(res, { type: "delta", delta: data.reply });
-          writeEvent(res, { type: "final", data });
+          writeTextDelta(res, data.reply);
+          writeFinal(res, data);
           res.end();
           return;
         } catch (error) {
@@ -1473,8 +1248,8 @@ export const askAuraStream = onRequest(
             error,
           });
           const reply = "I couldn't read that item photo. Try another photo or add it manually.";
-          writeEvent(res, { type: "delta", delta: reply });
-          writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+          writeTextDelta(res, reply);
+          writeFinal(res, fallbackAuraResponse(reply));
           res.end();
           return;
         }
@@ -1487,18 +1262,12 @@ export const askAuraStream = onRequest(
         clientIntent === "add_from_links_batch"
       ) {
         if (!detectedUrls.length) {
-          writeEvent(res, {
-            type: "error",
-            error: "A product link is required.",
-          });
+          writeError(res, "A product link is required.");
           res.end();
           return;
         }
 
-        writeEvent(res, {
-          type: "status",
-          status: "extracting_preview",
-        });
+        writeStatus(res, "extracting_preview");
         logger.info("[AURA_LINK] add intent classified", {
           uid,
           linkIntent,
@@ -1532,8 +1301,8 @@ export const askAuraStream = onRequest(
             candidatesLength: data.candidates.length,
           });
           logStreamCandidateEmit(uid, "link", data);
-          writeEvent(res, { type: "delta", delta: data.reply });
-          writeEvent(res, { type: "final", data });
+          writeTextDelta(res, data.reply);
+          writeFinal(res, data);
           res.end();
           return;
         } catch (error) {
@@ -1543,8 +1312,8 @@ export const askAuraStream = onRequest(
             error,
           });
           const reply = auraLinkErrorMessage(error);
-          writeEvent(res, { type: "delta", delta: reply });
-          writeEvent(res, { type: "final", data: fallbackAuraResponse(reply) });
+          writeTextDelta(res, reply);
+          writeFinal(res, fallbackAuraResponse(reply));
           res.end();
           return;
         }
@@ -1594,7 +1363,7 @@ export const askAuraStream = onRequest(
           "Attachments:\nNone.\n\n" +
           `User request:\n${userMessage}`;
 
-        writeEvent(res, { type: "status", status: "responding" });
+        writeStatus(res, "responding");
         logger.info("[AURA_ROUTE] simple chat stream starting", {
           uid,
           path: "simple_chat",
@@ -1625,7 +1394,7 @@ export const askAuraStream = onRequest(
         for await (const event of stream) {
           if (event.type === "response.output_text.delta" && event.delta) {
             streamedText += event.delta;
-            writeEvent(res, { type: "delta", delta: event.delta });
+            writeTextDelta(res, event.delta);
           }
         }
 
@@ -1638,7 +1407,7 @@ export const askAuraStream = onRequest(
           secondModelCall: "skipped",
           textLength: data.reply.length,
         });
-        writeEvent(res, { type: "final", data });
+        writeFinal(res, data);
         res.end();
         return;
       }
@@ -1651,8 +1420,8 @@ export const askAuraStream = onRequest(
 
       const laundryResponse = await handleLaundryIntent({ db, uid, message: userMessage, items });
       if (laundryResponse) {
-        writeEvent(res, { type: "delta", delta: laundryResponse.reply });
-        writeEvent(res, { type: "final", data: laundryResponse });
+        writeTextDelta(res, laundryResponse.reply);
+        writeFinal(res, laundryResponse);
         res.end();
         return;
       }
@@ -1713,7 +1482,7 @@ export const askAuraStream = onRequest(
         `User request:\n${userMessage}` +
         buildMultiLookRequestNote(userMessage);
 
-      writeEvent(res, { type: "status", status: "responding" });
+      writeStatus(res, "responding");
       logger.info("[AURA_STREAM] starting OpenAI stream", {
         uid,
         attachmentCount: attachments.length,
@@ -1734,14 +1503,7 @@ export const askAuraStream = onRequest(
                 type: "input_text",
                 text: requestText,
               },
-              ...attachments
-                .filter((attachment) => attachment.type === "image")
-                .slice(0, 2)
-                .map((attachment) => ({
-                  type: "input_image" as const,
-                  image_url: attachment.uri ?? "",
-                  detail: "low" as const,
-                })),
+              ...buildAuraVisionImageInputs(attachments),
             ],
           },
         ],
@@ -1750,7 +1512,7 @@ export const askAuraStream = onRequest(
       for await (const event of stream) {
         if (event.type === "response.output_text.delta" && event.delta) {
           streamedText += event.delta;
-          writeEvent(res, { type: "delta", delta: event.delta });
+          writeTextDelta(res, event.delta);
         }
       }
 
@@ -1784,14 +1546,7 @@ export const askAuraStream = onRequest(
                   `Draft assistant reply already shown to the user:\n${finalReply}\n\n` +
                   "Use that draft reply as the final reply unless a tiny cleanup is needed. Do not materially rewrite the response.",
               },
-              ...attachments
-                .filter((attachment) => attachment.type === "image")
-                .slice(0, 2)
-                .map((attachment) => ({
-                  type: "input_image" as const,
-                  image_url: attachment.uri ?? "",
-                  detail: "low" as const,
-                })),
+              ...buildAuraVisionImageInputs(attachments),
             ],
           },
         ],
@@ -1976,7 +1731,7 @@ export const askAuraStream = onRequest(
         replyPreview: String(parsed.reply ?? "").slice(0, 160),
       });
 
-      writeEvent(res, { type: "final", data: parsed });
+      writeFinal(res, parsed);
       logger.info("[AURA_STREAM] final response emitted", {
         uid,
         presentation: parsed.presentation,
@@ -1986,10 +1741,7 @@ export const askAuraStream = onRequest(
       res.end();
     } catch (error) {
       logger.error("[AURA_ERROR] askAuraStream failed", error);
-      writeEvent(res, {
-        type: "error",
-        error: "AURA could not respond right now.",
-      });
+      writeError(res, "AURA could not respond right now.");
       res.end();
     }
   }
diff --git a/functions/src/shared/auraStreamAttachments.ts b/functions/src/shared/auraStreamAttachments.ts
new file mode 100644
index 0000000..6e7059b
--- /dev/null
+++ b/functions/src/shared/auraStreamAttachments.ts
@@ -0,0 +1,139 @@
+import { logger } from "firebase-functions/v2";
+
+import { redactUrlForLogs, validateSafeUrlForFetch } from "./safeFetch";
+
+export type AuraAttachment = {
+  type?: "image";
+  uri?: string;
+  role?: string | null;
+  groupId?: string | null;
+  mimeType?: string | null;
+  storagePath?: string | null;
+  width?: number | null;
+  height?: number | null;
+};
+
+export type ClientAuraIntent =
+  | "add_item"
+  | "add_items_batch"
+  | "add_item_from_url"
+  | "add_from_link"
+  | "add_from_links_batch"
+  | string
+  | null;
+
+const ADD_IMAGE_RE =
+  /\b(add|save|store|put|upload|log)\b[\s\S]{0,80}\b(closet|wardrobe|item|items|these|this|all)\b|\b(add|save)\s+(this|these|all|item|items)\b/i;
+const BATCH_IMAGE_RE = /\b(these|all|each|separate|multiple|items)\b/i;
+
+export async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAttachment[]> {
+  if (!Array.isArray(input)) return [];
+  const out: AuraAttachment[] = [];
+  for (const entry of input.slice(0, 8)) {
+    if (!entry || typeof entry !== "object") continue;
+    const candidate = entry as Record<string, unknown>;
+    if (candidate.type !== "image") continue;
+    const uri = String(candidate.uri ?? "").trim();
+    if (!uri) continue;
+    const storagePath = String(candidate.storagePath ?? "").trim() || null;
+    if (storagePath && !storagePath.startsWith(`users/${uid}/auraAttachments/`)) {
+      logger.warn("[AURA_STREAM_ATTACHMENTS] rejected foreign image attachment", {
+        uid,
+        storagePath,
+      });
+      continue;
+    }
+    try {
+      await validateSafeUrlForFetch(uri);
+    } catch (error) {
+      logger.warn("[AURA_STREAM_ATTACHMENTS] rejected unsafe image attachment URL", {
+        uid,
+        uri: redactUrlForLogs(uri),
+        reason: error instanceof Error ? error.message : String(error),
+      });
+      continue;
+    }
+    logger.info("[AURA_STREAM_ATTACHMENTS] accepted image attachment", {
+      uid,
+      kind: "image",
+      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
+      hasStoragePath: !!storagePath,
+      storagePath,
+      hasDownloadURL: /^https?:\/\//i.test(uri),
+      uriHost: safeUrlHost(uri),
+      validatedMediaSource: storagePath ? "owned_storage_download_url" : "validated_remote_url",
+      width: typeof candidate.width === "number" ? candidate.width : null,
+      height: typeof candidate.height === "number" ? candidate.height : null,
+    });
+    out.push({
+      type: "image",
+      uri,
+      role: typeof candidate.role === "string" ? candidate.role : null,
+      groupId: typeof candidate.groupId === "string" ? candidate.groupId : null,
+      mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
+      storagePath,
+      width: typeof candidate.width === "number" ? candidate.width : null,
+      height: typeof candidate.height === "number" ? candidate.height : null,
+    });
+  }
+  return out;
+}
+
+export function attachmentContextText(attachments: AuraAttachment[]) {
+  if (!attachments.length) return "No attachments.";
+  return JSON.stringify(
+    attachments.map((attachment, index) => ({
+      index,
+      type: attachment.type,
+      role: attachment.role ?? null,
+      groupId: attachment.groupId ?? null,
+      mimeType: attachment.mimeType ?? null,
+      storagePath: attachment.storagePath ?? null,
+      width: attachment.width ?? null,
+      height: attachment.height ?? null,
+      uri: redactUrlForLogs(attachment.uri),
+    })),
+    null,
+    2
+  );
+}
+
+export function safeUrlHost(uri: string | undefined) {
+  if (!uri) return null;
+  try {
+    return new URL(uri).host;
+  } catch {
+    return null;
+  }
+}
+
+export function imageGroupsForAddIntent(
+  text: string,
+  attachments: AuraAttachment[],
+  clientIntent?: ClientAuraIntent,
+) {
+  const images = attachments.filter(
+    (attachment): attachment is AuraAttachment & { uri: string } =>
+      attachment.type === "image" && !!attachment.uri,
+  );
+  const forceAdd =
+    clientIntent === "add_item" || clientIntent === "add_items_batch";
+  if (!images.length || (!forceAdd && !ADD_IMAGE_RE.test(text))) return [];
+  const shouldSplit =
+    images.length > 1 &&
+    (clientIntent === "add_items_batch" ||
+      images[0]?.role === "separate_items" ||
+      BATCH_IMAGE_RE.test(text));
+  return shouldSplit ? images.map((image) => [image.uri]) : [images.map((image) => image.uri)];
+}
+
+export function buildAuraVisionImageInputs(attachments: AuraAttachment[]) {
+  return attachments
+    .filter((attachment) => attachment.type === "image")
+    .slice(0, 2)
+    .map((attachment) => ({
+      type: "input_image" as const,
+      image_url: attachment.uri ?? "",
+      detail: "low" as const,
+    }));
+}
diff --git a/functions/src/shared/auraStreamRouting.ts b/functions/src/shared/auraStreamRouting.ts
new file mode 100644
index 0000000..732087e
--- /dev/null
+++ b/functions/src/shared/auraStreamRouting.ts
@@ -0,0 +1,134 @@
+import type { AuraUserProfile } from "./loadAuraUserProfile";
+import type { AuraAttachment } from "./auraStreamAttachments";
+
+const MULTI_LOOK_REQUEST_RE =
+  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?|directions?)|safe,\s*balanced,\s*(?:and\s*)?bold|safe\s+balanced\s+bold|different\s+directions|few\s+outfits?)\b/i;
+const SIMPLE_CHAT_NEEDS_STRUCTURED_RE =
+  /\b(add|accessor(?:y|ies)|analy[sz]e|buy|card|closet|complete|date|dinner|dressier|event|fit|formal|image|improve|item|jacket|laundry|link|look|missing|outfit|photo|picture|plan|planner|product|rate|recommend|save|shop|shopping|smart\s+buys?|style|swap|tonight|tomorrow|trip|use\s+only|wardrobe|wear|wearing|weather|wedding|work)\b/i;
+
+export function parseRequestedLookCount(message: string) {
+  const text = String(message ?? "").toLowerCase();
+  if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 4;
+  if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 3;
+  if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(text)) return 2;
+  if (/\bsafe,\s*balanced,\s*(?:and\s*)?bold\b|\bsafe\s+balanced\s+bold\b/.test(text)) return 3;
+  if (/\bmultiple\s+(?:outfits?|looks?|options?|directions?)\b|\bdifferent\s+directions\b|\bfew\s+outfits?\b/.test(text)) return 3;
+  return 1;
+}
+
+export function wantsMultipleLooks(message: string) {
+  return MULTI_LOOK_REQUEST_RE.test(String(message ?? ""));
+}
+
+export function buildMultiLookRequestNote(userMessage: string) {
+  if (!wantsMultipleLooks(userMessage)) return "";
+  const count = Math.min(3, Math.max(2, parseRequestedLookCount(userMessage)));
+  return (
+    "\n\nMulti-look requirement:\n" +
+    "The user is explicitly asking for multiple outfit options.\n" +
+    `Return presentation "card" and provide ${count} structured looks in lookOptions whenever you can do so safely.\n` +
+    "Do not answer this with only prose, outfitItems, ownedPieces, or recommendedAdditions if structured looks are possible.\n" +
+    "If only one structured look is possible, still return that one structured look and leave a concise reply."
+  );
+}
+
+function isGeneralChatIntent(value: string | null) {
+  const normalized = String(value ?? "").trim().toLowerCase();
+  return !normalized || normalized === "general_chat";
+}
+
+export function shouldUseSimpleChatPath(args: {
+  userMessage: string;
+  attachments: AuraAttachment[];
+  detectedUrls: { normalized: string }[];
+  clientIntent: string | null;
+  effectiveClientIntent: string | null;
+  linkIntent: string;
+}) {
+  if (!args.userMessage.trim()) return false;
+  if (args.attachments.length > 0) return false;
+  if (args.detectedUrls.length > 0) return false;
+  if (args.linkIntent !== "none") return false;
+  if (!isGeneralChatIntent(args.clientIntent)) return false;
+  if (!isGeneralChatIntent(args.effectiveClientIntent)) return false;
+  if (wantsMultipleLooks(args.userMessage)) return false;
+  return !SIMPLE_CHAT_NEEDS_STRUCTURED_RE.test(args.userMessage);
+}
+
+function compactText(value: unknown, maxLength = 160) {
+  const text = String(value ?? "").replace(/\s+/g, " ").trim();
+  return text ? text.slice(0, maxLength) : null;
+}
+
+function uniqueTrimmed(values: string[] | undefined, max = 3) {
+  return Array.from(
+    new Set(
+      (values ?? [])
+        .map((value) => String(value ?? "").trim())
+        .filter(Boolean)
+    )
+  ).slice(0, max);
+}
+
+function compactAuraUserProfile(userProfile: AuraUserProfile) {
+  return {
+    firstName: compactText(userProfile.firstName),
+    region: compactText(userProfile.region),
+    wardrobeMode: compactText(userProfile.wardrobeMode),
+    selectedCategories: uniqueTrimmed(userProfile.selectedCategories, 6),
+    styleAesthetics: uniqueTrimmed(userProfile.styleAesthetics, 6),
+    favoriteColors: uniqueTrimmed(userProfile.favoriteColors, 6),
+    avoidedColors: uniqueTrimmed(userProfile.avoidedColors, 6),
+    accessoryPreferences: uniqueTrimmed(userProfile.accessoryPreferences, 6),
+    occasionPriority: uniqueTrimmed(userProfile.occasionPriority, 6),
+    goals: uniqueTrimmed(userProfile.goals, 6),
+    preferredFit: compactText(userProfile.preferredFit),
+    preferredBrands: uniqueTrimmed(userProfile.stylePreferences?.preferredBrands, 6),
+    closetPreferences: userProfile.closetPreferences
+      ? {
+          prioritizeUnderused: userProfile.closetPreferences.prioritizeUnderused === true,
+          hideLaundryByDefault: userProfile.closetPreferences.hideLaundryByDefault === true,
+          defaultSort: compactText(userProfile.closetPreferences.defaultSort),
+        }
+      : null,
+  };
+}
+
+function compactMinimumClosetFromClientContext(value: unknown) {
+  const requestContext = value && typeof value === "object"
+    ? (value as Record<string, unknown>)
+    : {};
+  const minimumCloset = requestContext.minimumCloset && typeof requestContext.minimumCloset === "object"
+    ? (requestContext.minimumCloset as Record<string, unknown>)
+    : null;
+  if (!minimumCloset) return null;
+
+  const itemCount = Number(minimumCloset.itemCount ?? 0);
+  const outfitRange = Number(minimumCloset.outfitRange ?? 0);
+  const nextBestAdd = compactText(minimumCloset.nextBestAdd, 120);
+
+  return {
+    itemCount: Number.isFinite(itemCount) ? itemCount : 0,
+    styleCoreProgress: compactText(minimumCloset.styleCoreProgress, 120),
+    nextBestAdd,
+    missingCategoryHints: nextBestAdd ? [nextBestAdd] : [],
+    outfitRange: Number.isFinite(outfitRange) ? outfitRange : 0,
+    tone: compactText(minimumCloset.tone, 80),
+  };
+}
+
+export function buildCompactAuraContextForSimpleChat(args: {
+  memory: unknown;
+  userProfile: AuraUserProfile;
+  clientContext: unknown;
+  styleCoreNote: string;
+}) {
+  return {
+    mode: "compact_simple_chat",
+    contextPolicy: "Full closet item list and image URLs omitted for simple chat.",
+    closetSummary: compactMinimumClosetFromClientContext(args.clientContext),
+    userProfile: compactAuraUserProfile(args.userProfile),
+    preferenceContext: args.memory,
+    styleCoreNote: args.styleCoreNote || null,
+  };
+}
diff --git a/functions/src/shared/auraStreamSse.ts b/functions/src/shared/auraStreamSse.ts
new file mode 100644
index 0000000..7737f5a
--- /dev/null
+++ b/functions/src/shared/auraStreamSse.ts
@@ -0,0 +1,51 @@
+export type AuraStreamWriter = {
+  setHeader?: (name: string, value: string) => void;
+  flushHeaders?: () => void;
+  write: (chunk: string) => void;
+  flush?: () => void;
+};
+
+export function setupAuraStreamResponse(res: AuraStreamWriter) {
+  res.setHeader?.("Content-Type", "application/x-ndjson; charset=utf-8");
+  res.setHeader?.("Cache-Control", "no-cache, no-transform");
+  res.setHeader?.("Connection", "keep-alive");
+  res.setHeader?.("X-Accel-Buffering", "no");
+  res.setHeader?.("Access-Control-Allow-Headers", "Content-Type, Authorization");
+  res.flushHeaders?.();
+}
+
+export function writeEvent(
+  res: AuraStreamWriter,
+  payload: Record<string, unknown>
+) {
+  res.write(`${JSON.stringify(payload)}\n`);
+  res.flush?.();
+}
+
+export function writeStatus(res: AuraStreamWriter, status: string) {
+  writeEvent(res, {
+    type: "status",
+    status,
+  });
+}
+
+export function writeTextDelta(res: AuraStreamWriter, delta: string) {
+  writeEvent(res, {
+    type: "delta",
+    delta,
+  });
+}
+
+export function writeFinal(res: AuraStreamWriter, data: unknown) {
+  writeEvent(res, {
+    type: "final",
+    data,
+  });
+}
+
+export function writeError(res: AuraStreamWriter, error: string) {
+  writeEvent(res, {
+    type: "error",
+    error,
+  });
+}

From d33c884f368a982d7b16d1244e115b6c5f2356ca Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:18:26 -0500
Subject: [PATCH 71/93] chore(ui): add AURA design primitives

---
 app/(tabs)/_layout.tsx                     |  44 +---
 constants/theme.ts                         | 213 +++++++++++-----
 src/components/FloatingGlassTabBar.tsx     | 137 +++++++----
 src/components/aura/AuraGlassCard.tsx      |  51 ++--
 src/components/aura/AuraGlowBackground.tsx |   9 +-
 src/components/aura/AuraGradientButton.tsx |  25 +-
 src/components/brand/AuraRing.tsx          |  11 +-
 src/components/brand/AuraRing.web.tsx      |  11 +-
 src/components/ui/AuraBackButton.tsx       |  46 ++++
 src/components/ui/AuraSubpageHeader.tsx    | 134 ++++++++++
 src/components/ui/auraStylePrimitives.ts   | 273 +++++++++++++++++++++
 src/constants/layout.ts                    |   4 +-
 src/hooks/useResponsiveLayout.ts           |   2 +-
 src/lib/navigation.ts                      |  12 +
 14 files changed, 779 insertions(+), 193 deletions(-)
 create mode 100644 src/components/ui/AuraBackButton.tsx
 create mode 100644 src/components/ui/AuraSubpageHeader.tsx
 create mode 100644 src/components/ui/auraStylePrimitives.ts
 create mode 100644 src/lib/navigation.ts

diff --git a/app/(tabs)/_layout.tsx b/app/(tabs)/_layout.tsx
index 3969be1..7c9dea4 100644
--- a/app/(tabs)/_layout.tsx
+++ b/app/(tabs)/_layout.tsx
@@ -1,57 +1,15 @@
 import { Tabs } from 'expo-router';
 import React from 'react';
-import { Easing } from 'react-native';
-import type { BottomTabNavigationOptions } from '@react-navigation/bottom-tabs';
 import FloatingGlassTabBar from '@/components/FloatingGlassTabBar';
-import { useReduceMotion } from '@/hooks/useReduceMotion';
-
-const forSoftTabFadeLift: NonNullable<
-  BottomTabNavigationOptions['sceneStyleInterpolator']
-> = ({ current }) => {
-  return {
-    sceneStyle: {
-      opacity: current.progress.interpolate({
-        inputRange: [-1, 0, 1],
-        outputRange: [0, 1, 0],
-      }),
-      transform: [
-        {
-          translateY: current.progress.interpolate({
-            inputRange: [-1, 0, 1],
-            outputRange: [8, 0, 8],
-          }),
-        },
-        {
-          scale: current.progress.interpolate({
-            inputRange: [-1, 0, 1],
-            outputRange: [0.992, 1, 0.992],
-          }),
-        },
-      ],
-    },
-  };
-};
 
 export default function TabLayout() {
-  const reduceMotion = useReduceMotion();
-
   return (
     <Tabs
       tabBar={(props) => <FloatingGlassTabBar {...props} />}
       screenOptions={{
         headerShown: false,
         tabBarHideOnKeyboard: true,
-        animation: reduceMotion ? 'none' : 'fade',
-        sceneStyleInterpolator: reduceMotion ? undefined : forSoftTabFadeLift,
-        transitionSpec: reduceMotion
-          ? undefined
-          : {
-              animation: 'timing',
-              config: {
-                duration: 220,
-                easing: Easing.out(Easing.cubic),
-              },
-            },
+        animation: 'none',
       }}>
       <Tabs.Screen
         name="index"
diff --git a/constants/theme.ts b/constants/theme.ts
index ffbfcdf..6462292 100644
--- a/constants/theme.ts
+++ b/constants/theme.ts
@@ -1,20 +1,82 @@
 import { Platform } from "react-native";
 
-const tintColor = "#7C5CFF";
+export const auraColors = {
+  backgroundDeep: "#09000B",
+  backgroundDark: "#190019",
+  surface: "rgba(43,18,76,0.46)",
+  surfaceElevated: "rgba(82,43,91,0.28)",
+  surfaceBase: "rgba(43,18,76,0.46)",
+  surfaceRaised: "rgba(43,18,76,0.55)",
+  surfaceInteractive: "rgba(82,43,91,0.28)",
+  accentMauve: "#854F6C",
+  accentRose: "#DFB6B2",
+  boardLight: "#F7F1EA",
+  textPrimary: "#FBE4D8",
+  textSecondary: "rgba(251,228,216,0.68)",
+  textMuted: "rgba(251,228,216,0.48)",
+  textOnLight: "#190019",
+  textOnLightSecondary: "rgba(25,0,25,0.68)",
+  borderDark: "rgba(251,228,216,0.10)",
+  borderWarm: "rgba(223,182,178,0.18)",
+} as const;
+
+const tintColor = auraColors.accentRose;
 
 const auraSpacing = {
-  xs: 4,
-  sm: 8,
-  md: 12,
-  lg: 16,
-  xl: 20,
-  xxl: 24,
+  xxs: 4,
+  xs: 8,
+  sm: 12,
+  md: 16,
+  lg: 20,
+  xl: 24,
+  xxl: 32,
   xxxl: 32,
 } as const;
 
 const auraTypography = {
+  screenTitle: {
+    fontSize: 28,
+    lineHeight: 34,
+    fontWeight: "900" as const,
+  },
+  sectionTitle: {
+    fontSize: 20,
+    lineHeight: 25,
+    fontWeight: "900" as const,
+  },
+  cardTitle: {
+    fontSize: 18,
+    lineHeight: 23,
+    fontWeight: "900" as const,
+  },
+  caption: {
+    fontSize: 12,
+    lineHeight: 17,
+    fontWeight: "700" as const,
+  },
+  bodySecondary: {
+    fontSize: 14,
+    lineHeight: 20,
+    fontWeight: "500" as const,
+  },
+  chipLabel: {
+    fontSize: 12.5,
+    lineHeight: 16,
+    fontWeight: "800" as const,
+  },
+  buttonLabel: {
+    fontSize: 15,
+    lineHeight: 20,
+    fontWeight: "900" as const,
+  },
+  button: {
+    fontSize: 15,
+    lineHeight: 20,
+    fontWeight: "900" as const,
+  },
   eyebrow: {
     fontSize: 12,
+    lineHeight: 16,
     letterSpacing: 2.4,
     fontWeight: "700" as const,
   },
@@ -47,56 +109,68 @@ const auraTypography = {
 
 const auraTokens = {
   colors: {
-    background: "#0A0A0F",
-    surface: "#11131A",
-    surfaceSoft: "#151826",
-    surfaceElevated: "#191B26",
-    surfaceGlass: "rgba(10,10,15,0.86)",
-    surface1: "#11131A",
-    surface2: "#151826",
-    surface3: "#191B26",
-    surfaceWarm: "#151826",
-    warmGlow: "rgba(124,92,255,0.08)",
-    textPrimary: "#FFFFFF",
-    textSecondary: "#A1A1AA",
-    textMuted: "#6B7280",
-    primaryPurple: "#5B3FD6",
-    softPurple: "#7C5CFF",
-    lightPurple: "#A78BFA",
-    ctaCream: "#EDE9E3",
-    outfitBoardBackground: "#F5F2ED",
-    border: "rgba(255,255,255,0.08)",
-    borderStrong: "rgba(255,255,255,0.14)",
-    purpleBorder: "rgba(124,92,255,0.25)",
-    purpleGlow: "rgba(124,92,255,0.18)",
-    purpleSurface: "rgba(124,92,255,0.12)",
-    purpleSurfaceStrong: "rgba(124,92,255,0.18)",
-    chipBackground: "rgba(255,255,255,0.05)",
-    inputBackground: "rgba(255,255,255,0.06)",
-    dockBackground: "rgba(10,10,15,0.86)",
+    background: auraColors.backgroundDeep,
+    surface: auraColors.surface,
+    surfaceBase: auraColors.surfaceBase,
+    surfaceRaised: auraColors.surfaceRaised,
+    surfaceInteractive: auraColors.surfaceInteractive,
+    surfaceSoft: "rgba(82,43,91,0.22)",
+    surfaceElevated: auraColors.surfaceElevated,
+    glass: auraColors.surfaceBase,
+    surfaceGlass: auraColors.surfaceBase,
+    surface1: auraColors.surfaceBase,
+    surface2: "rgba(82,43,91,0.24)",
+    surface3: "rgba(82,43,91,0.32)",
+    surfaceWarm: auraColors.surface,
+    warmGlow: "rgba(223,182,178,0.04)",
+    textPrimary: auraColors.textPrimary,
+    textSecondary: auraColors.textSecondary,
+    textMuted: auraColors.textMuted,
+    primary: auraColors.accentRose,
+    primaryText: auraColors.textOnLight,
+    primaryPurple: auraColors.accentMauve,
+    softPurple: auraColors.accentRose,
+    lightPurple: auraColors.accentRose,
+    ctaCream: auraColors.accentRose,
+    outfitBoardBackground: auraColors.boardLight,
+    border: auraColors.borderDark,
+    borderStrong: "rgba(251,228,216,0.14)",
+    purpleBorder: "rgba(223,182,178,0.22)",
+    purpleGlow: "rgba(223,182,178,0.05)",
+    purpleSurface: "rgba(223,182,178,0.12)",
+    purpleSurfaceStrong: "rgba(223,182,178,0.18)",
+    chipBackground: "rgba(43,18,76,0.44)",
+    inputBackground: "rgba(43,18,76,0.50)",
+    dockBackground: "rgba(9,0,11,0.82)",
     danger: "#FF4D4F",
+    dangerSurface: "rgba(255,77,79,0.12)",
+    dangerBorder: "rgba(255,77,79,0.28)",
     success: "#22C55E",
     warning: "#F59E0B",
-    auraPink: "#A78BFA",
-    auraChampagne: "#EDE9E3",
-    auraBlue: "#A78BFA",
-    auraLavender: "#A78BFA",
-    iridescentStart: "#5B3FD6",
-    iridescentMid: "#7C5CFF",
-    iridescentEnd: "#A78BFA",
-    borderSoft: "rgba(255,255,255,0.08)",
+    auraPink: auraColors.accentRose,
+    auraChampagne: auraColors.boardLight,
+    auraBlue: auraColors.accentMauve,
+    auraLavender: auraColors.accentRose,
+    iridescentStart: auraColors.accentMauve,
+    iridescentMid: auraColors.accentRose,
+    iridescentEnd: auraColors.boardLight,
+    borderSoft: "rgba(251,228,216,0.08)",
   },
   gradients: {
-    aura: ["#5B3FD6", "#7C5CFF", "#A78BFA", "#EDE9E3"] as const,
-    background: ["#0A0A0F", "#0E1018", "#151826"] as const,
+    aura: [auraColors.accentMauve, auraColors.accentRose, auraColors.boardLight, auraColors.accentRose] as const,
+    background: ["#120014", auraColors.backgroundDeep, auraColors.backgroundDark] as const,
   },
   shadows: {
-    auraGlow: "rgba(124,92,255,0.18)",
+    auraGlow: "rgba(223,182,178,0.14)",
   },
   radii: {
+    small: 12,
+    medium: 18,
+    large: 24,
+    xl: 28,
     card: 28,
     pill: 999,
-    button: 20,
+    button: 999,
   },
   spacing: auraSpacing,
   typography: auraTypography,
@@ -104,10 +178,16 @@ const auraTokens = {
 
 function buildPalette() {
   return {
+    backgroundDeep: auraColors.backgroundDeep,
+    backgroundDark: auraColors.backgroundDark,
     background: auraTokens.colors.background,
     surface: auraTokens.colors.surface,
+    surfaceBase: auraTokens.colors.surfaceBase,
+    surfaceRaised: auraTokens.colors.surfaceRaised,
+    surfaceInteractive: auraTokens.colors.surfaceInteractive,
     surfaceSoft: auraTokens.colors.surfaceSoft,
     surfaceElevated: auraTokens.colors.surfaceElevated,
+    glass: auraTokens.colors.glass,
     surfaceGlass: auraTokens.colors.surfaceGlass,
     card: auraTokens.colors.surface,
     input: auraTokens.colors.inputBackground,
@@ -122,7 +202,13 @@ function buildPalette() {
     textPrimary: auraTokens.colors.textPrimary,
     textSecondary: auraTokens.colors.textSecondary,
     textMuted: auraTokens.colors.textMuted,
+    primary: auraTokens.colors.primary,
+    primaryText: auraTokens.colors.primaryText,
+    textOnLight: auraColors.textOnLight,
+    textOnLightSecondary: auraColors.textOnLightSecondary,
     border: auraTokens.colors.border,
+    borderDark: auraColors.borderDark,
+    borderWarm: auraColors.borderWarm,
     borderStrong: auraTokens.colors.borderStrong,
     borderSoft: auraTokens.colors.borderSoft,
     purpleBorder: auraTokens.colors.purpleBorder,
@@ -131,13 +217,20 @@ function buildPalette() {
     purpleSurfaceStrong: auraTokens.colors.purpleSurfaceStrong,
     tint: tintColor,
     accent: auraTokens.colors.ctaCream,
+    accentMauve: auraColors.accentMauve,
+    accentRose: auraColors.accentRose,
     accentSoft: auraTokens.colors.purpleSurface,
     primaryPurple: auraTokens.colors.primaryPurple,
     softPurple: auraTokens.colors.softPurple,
     lightPurple: auraTokens.colors.lightPurple,
     ctaCream: auraTokens.colors.ctaCream,
-    ctaText: auraTokens.colors.background,
+    ctaText: auraColors.textOnLight,
+    primaryCta: auraColors.accentRose,
+    primaryCtaText: auraColors.textOnLight,
+    secondaryCta: "rgba(43,18,76,0.52)",
+    secondaryCtaText: auraColors.textPrimary,
     outfitBoardBackground: auraTokens.colors.outfitBoardBackground,
+    boardLight: auraColors.boardLight,
     auraPink: auraTokens.colors.auraPink,
     auraChampagne: auraTokens.colors.auraChampagne,
     auraBlue: auraTokens.colors.auraBlue,
@@ -148,23 +241,25 @@ function buildPalette() {
     success: auraTokens.colors.success,
     warning: auraTokens.colors.warning,
     danger: auraTokens.colors.danger,
+    dangerSurface: auraTokens.colors.dangerSurface,
+    dangerBorder: auraTokens.colors.dangerBorder,
     muted: auraTokens.colors.surfaceElevated,
-    shadow: "rgba(0,0,0,0.42)",
-    overlay: "rgba(10,10,15,0.72)",
+    shadow: "rgba(0,0,0,0.52)",
+    overlay: "rgba(9,0,11,0.72)",
     glassBorder: auraTokens.colors.border,
-    glassInnerBorder: "rgba(255,255,255,0.05)",
-    glassEdge: "rgba(255,255,255,0.08)",
+    glassInnerBorder: "rgba(251,228,216,0.05)",
+    glassEdge: "rgba(251,228,216,0.08)",
     lens: auraTokens.colors.purpleSurfaceStrong,
-    lensInner: "rgba(255,255,255,0.05)",
-    scrimTop: "rgba(10,10,15,0)",
-    scrimMid: "rgba(10,10,15,0.28)",
-    scrimBottom: "rgba(10,10,15,0.62)",
+    lensInner: "rgba(251,228,216,0.05)",
+    scrimTop: "rgba(9,0,11,0)",
+    scrimMid: "rgba(9,0,11,0.30)",
+    scrimBottom: "rgba(9,0,11,0.70)",
     dockBackground: auraTokens.colors.dockBackground,
-    dockIcon: auraTokens.colors.textSecondary,
-    aiAccent: auraTokens.colors.lightPurple,
+    dockIcon: "rgba(251,228,216,0.58)",
+    aiAccent: auraColors.accentRose,
     icon: auraTokens.colors.textSecondary,
-    tabIconDefault: auraTokens.colors.textMuted,
-    tabIconSelected: auraTokens.colors.softPurple,
+    tabIconDefault: "rgba(251,228,216,0.58)",
+    tabIconSelected: auraColors.textPrimary,
   };
 }
 
diff --git a/src/components/FloatingGlassTabBar.tsx b/src/components/FloatingGlassTabBar.tsx
index 93cc97e..d6a7754 100644
--- a/src/components/FloatingGlassTabBar.tsx
+++ b/src/components/FloatingGlassTabBar.tsx
@@ -2,7 +2,7 @@ import { Ionicons } from "@expo/vector-icons";
 import type { BottomTabBarProps } from "@react-navigation/bottom-tabs";
 import { BlurView } from "expo-blur";
 import { LinearGradient } from "expo-linear-gradient";
-import React, { useEffect, useMemo } from "react";
+import React, { useCallback, useEffect, useMemo, useRef } from "react";
 import { Image, Pressable, StyleSheet, Text, View, useWindowDimensions } from "react-native";
 import Reanimated, {
   useAnimatedStyle,
@@ -36,7 +36,10 @@ const TAB_META: Record<
 const ROW_HORIZONTAL_PADDING = 7;
 const ACTIVE_BUBBLE_WIDTH = 64;
 const ACTIVE_BUBBLE_HEIGHT = 52;
+const TAB_PRESS_THROTTLE_MS = 260;
 const AURA_TAB_MARK = require("../../assets/images/aura-tab-mark.png");
+const DOCK_GLASS_FILL = "rgba(9,0,11,0.48)";
+const DOCK_GLASS_BORDER = "rgba(251,228,216,0.08)";
 
 type ExpoRouterTabOptions = {
   href?: string | null;
@@ -55,7 +58,7 @@ export default function FloatingGlassTabBar({
   descriptors,
   navigation,
 }: BottomTabBarProps) {
-  const { isDark } = useAppTheme();
+  const { colors } = useAppTheme();
   const insets = useSafeAreaInsets();
   const { width: windowWidth } = useWindowDimensions();
   const dockBottom = floatingTabBarBottomInset(insets.bottom);
@@ -89,6 +92,8 @@ export default function FloatingGlassTabBar({
   const activeIndex = useSharedValue(focusedVisibleIndex);
   const bubbleScale = useSharedValue(1);
   const reduceMotion = useReduceMotion();
+  const tabPressGuardRef = useRef<{ routeKey: string; at: number } | null>(null);
+  const tabPressGuardTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
   const availableDockWidth = Math.max(
     0,
     windowWidth - DOCK_SIDE_MARGIN * 2 - ROW_HORIZONTAL_PADDING * 2,
@@ -99,19 +104,17 @@ export default function FloatingGlassTabBar({
   const scrimColors = useMemo(
     () =>
       [
-        "rgba(10,10,15,0)",
-        isDark ? "rgba(10,10,15,0.10)" : "rgba(255,255,255,0.10)",
-        isDark ? "rgba(10,10,15,0.24)" : "rgba(255,255,255,0.26)",
+        "rgba(9,0,11,0)",
+        "rgba(9,0,11,0.03)",
+        "rgba(9,0,11,0.08)",
       ] as const,
-    [isDark],
+    [],
   );
   const materialFillStyle = useMemo(
     () => ({
-      backgroundColor: isDark
-        ? "rgba(10, 10, 16, 0.52)"
-        : "rgba(255, 255, 255, 0.50)",
+      backgroundColor: DOCK_GLASS_FILL,
     }),
-    [isDark],
+    [],
   );
 
   useEffect(() => {
@@ -138,6 +141,62 @@ export default function FloatingGlassTabBar({
     });
   }, [activeIndex, bubbleScale, focusedVisibleIndex, reduceMotion]);
 
+  useEffect(() => {
+    return () => {
+      if (tabPressGuardTimerRef.current) {
+        clearTimeout(tabPressGuardTimerRef.current);
+        tabPressGuardTimerRef.current = null;
+      }
+    };
+  }, []);
+
+  const clearTabPressGuardSoon = useCallback(() => {
+    if (tabPressGuardTimerRef.current) {
+      clearTimeout(tabPressGuardTimerRef.current);
+    }
+    tabPressGuardTimerRef.current = setTimeout(() => {
+      tabPressGuardRef.current = null;
+      tabPressGuardTimerRef.current = null;
+    }, TAB_PRESS_THROTTLE_MS);
+  }, []);
+
+  const handleTabPress = useCallback(
+    (
+      route: BottomTabBarProps["state"]["routes"][number],
+      isFocused: boolean,
+    ) => {
+      const now = Date.now();
+      const activeGuard = tabPressGuardRef.current;
+      if (activeGuard && now - activeGuard.at < TAB_PRESS_THROTTLE_MS) {
+        return;
+      }
+      tabPressGuardRef.current = { routeKey: route.key, at: now };
+      clearTabPressGuardSoon();
+
+      const event = navigation.emit({
+        type: "tabPress",
+        target: route.key,
+        canPreventDefault: true,
+      });
+
+      if (!isFocused && !event.defaultPrevented) {
+        void runHaptic("selection");
+        navigation.navigate(route.name, route.params);
+      }
+    },
+    [clearTabPressGuardSoon, navigation],
+  );
+
+  const handleTabLongPress = useCallback(
+    (routeKey: string) => {
+      navigation.emit({
+        type: "tabLongPress",
+        target: routeKey,
+      });
+    },
+    [navigation],
+  );
+
   const activeBubbleStyle = useAnimatedStyle(() => {
     const scale = bubbleScale.value;
     const scaledWidth = ACTIVE_BUBBLE_WIDTH * scale;
@@ -165,8 +224,8 @@ export default function FloatingGlassTabBar({
 
       <View style={[styles.container, { bottom: dockBottom }]}>
         <BlurView
-          intensity={46}
-          tint={isDark ? "dark" : "light"}
+          intensity={42}
+          tint="dark"
           style={StyleSheet.absoluteFill}
         />
 
@@ -183,9 +242,7 @@ export default function FloatingGlassTabBar({
           style={[
             styles.glassBorder,
             {
-              borderColor: isDark
-                ? "rgba(255,255,255,0.11)"
-                : "rgba(255,255,255,0.58)",
+              borderColor: DOCK_GLASS_BORDER,
             },
           ]}
         />
@@ -218,27 +275,7 @@ export default function FloatingGlassTabBar({
                 : meta.icon
               : "ellipse-outline";
 
-            const color = isFocused ? "#FFFFFF" : "rgba(235,235,245,0.56)";
-
-            const onPress = () => {
-              const event = navigation.emit({
-                type: "tabPress",
-                target: route.key,
-                canPreventDefault: true,
-              });
-
-              if (!isFocused && !event.defaultPrevented) {
-                void runHaptic("selection");
-                navigation.navigate(route.name, route.params);
-              }
-            };
-
-            const onLongPress = () => {
-              navigation.emit({
-                type: "tabLongPress",
-                target: route.key,
-              });
-            };
+            const color = isFocused ? colors.tabIconSelected : colors.tabIconDefault;
 
             return (
               <TabBarItem
@@ -249,8 +286,8 @@ export default function FloatingGlassTabBar({
                 label={meta.label}
                 color={color}
                 auraMark={meta.auraMark}
-                onPress={onPress}
-                onLongPress={onLongPress}
+                onPress={() => handleTabPress(route, isFocused)}
+                onLongPress={() => handleTabLongPress(route.key)}
               />
             );
           })}
@@ -327,7 +364,7 @@ const TabBarItem = React.memo(function TabBarItem({
           styles.label,
           {
             color,
-            opacity: isFocused ? 1 : 0.62,
+            opacity: 1,
             fontWeight: isFocused ? "600" : "500",
           },
         ]}
@@ -353,14 +390,14 @@ const styles = StyleSheet.create({
     height: DOCK_HEIGHT,
     borderRadius: DOCK_RADIUS,
     overflow: "hidden",
-    backgroundColor: "rgba(10,10,16,0.44)",
+    backgroundColor: "rgba(9,0,11,0.30)",
     shadowColor: "#000",
-    shadowOpacity: 0.09,
-    shadowRadius: 10,
-    shadowOffset: { width: 0, height: 5 },
-    elevation: 5,
+    shadowOpacity: 0.12,
+    shadowRadius: 16,
+    shadowOffset: { width: 0, height: 10 },
+    elevation: 3,
     borderTopWidth: StyleSheet.hairlineWidth,
-    borderTopColor: "rgba(255,255,255,0.06)",
+    borderTopColor: "rgba(251,228,216,0.045)",
   },
   materialFill: {
     ...StyleSheet.absoluteFillObject,
@@ -376,7 +413,7 @@ const styles = StyleSheet.create({
     left: 16,
     right: 16,
     height: 1,
-    backgroundColor: "rgba(255,255,255,0.24)",
+    backgroundColor: "rgba(251,228,216,0.045)",
   },
   bottomShade: {
     position: "absolute",
@@ -384,7 +421,7 @@ const styles = StyleSheet.create({
     right: 10,
     bottom: 0,
     height: 12,
-    backgroundColor: "rgba(0,0,0,0.08)",
+    backgroundColor: "rgba(0,0,0,0.07)",
     borderBottomLeftRadius: DOCK_RADIUS,
     borderBottomRightRadius: DOCK_RADIUS,
   },
@@ -409,9 +446,9 @@ const styles = StyleSheet.create({
     width: ACTIVE_BUBBLE_WIDTH,
     height: ACTIVE_BUBBLE_HEIGHT,
     borderRadius: 28,
-    backgroundColor: "rgba(255,255,255,0.05)",
+    backgroundColor: "rgba(223,182,178,0.10)",
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.08)",
+    borderColor: "rgba(251,228,216,0.10)",
     zIndex: 0,
   },
   iconWrap: {
@@ -444,7 +481,7 @@ const AuraTabMark = React.memo(function AuraTabMark({ active }: { active: boolea
       <Image
         source={AURA_TAB_MARK}
         resizeMode="contain"
-        style={[styles.auraTabImage, { opacity: active ? 1 : 0.62 }]}
+        style={[styles.auraTabImage, { opacity: active ? 1 : 1 }]}
       />
     </View>
   );
diff --git a/src/components/aura/AuraGlassCard.tsx b/src/components/aura/AuraGlassCard.tsx
index dbd7924..bafcbaf 100644
--- a/src/components/aura/AuraGlassCard.tsx
+++ b/src/components/aura/AuraGlassCard.tsx
@@ -16,16 +16,19 @@ import AuraPressable from "@/src/components/aura/AuraPressable";
 const palette = ThemeTokens.dark;
 const USE_WEB_BLUR_FALLBACK = Platform.OS === "web";
 
-function CardBackdrop({ intensity }: { intensity: number }) {
-  if (USE_WEB_BLUR_FALLBACK) {
+function CardBackdrop({ intensity, warmHero }: { intensity: number; warmHero?: boolean }) {
+  if (USE_WEB_BLUR_FALLBACK && !warmHero) {
     return (
       <View
         pointerEvents="none"
         style={[
           StyleSheet.absoluteFill,
           {
-            backgroundColor:
-              intensity >= 26 ? "rgba(10,10,15,0.9)" : "rgba(10,10,15,0.84)",
+            backgroundColor: warmHero
+              ? "rgba(43,18,76,0.16)"
+              : intensity >= 26
+                ? palette.colors.surfaceBase
+                : palette.colors.surfaceSoft,
           },
         ]}
       />
@@ -93,9 +96,9 @@ export default function AuraGlassCard({
         palette.colors.iridescentEnd,
       ]
     : [
-        "rgba(243,223,195,0.34)",
-        "rgba(243,190,221,0.18)",
-        "rgba(184,217,255,0.24)",
+        "rgba(223,182,178,0.22)",
+        "rgba(82,43,91,0.18)",
+        "rgba(251,228,216,0.12)",
       ];
 
   return (
@@ -105,7 +108,7 @@ export default function AuraGlassCard({
           onPress={onPress}
           pressedScale={0.985}
           pressedOpacity={0.98}
-          style={styles.shell}
+          style={[styles.shell, warmHero ? styles.warmShell : null]}
         >
           {showGradientBorder ? (
             <LinearGradient
@@ -123,11 +126,15 @@ export default function AuraGlassCard({
               contentStyle,
             ]}
           >
-            <CardBackdrop intensity={intensity} />
+            <CardBackdrop intensity={intensity} warmHero={warmHero} />
             {warmHero ? <View pointerEvents="none" style={styles.warmGlow} /> : null}
             <LinearGradient
               pointerEvents="none"
-              colors={["rgba(255,255,255,0.06)", "rgba(255,255,255,0.015)"]}
+              colors={
+                warmHero
+                  ? ["rgba(251,228,216,0.035)", "rgba(251,228,216,0.006)"]
+                  : ["rgba(251,228,216,0.05)", "rgba(251,228,216,0.012)"]
+              }
               start={{ x: 0.1, y: 0 }}
               end={{ x: 0.9, y: 1 }}
               style={StyleSheet.absoluteFill}
@@ -136,7 +143,7 @@ export default function AuraGlassCard({
           </View>
         </AuraPressable>
       ) : (
-        <View style={styles.shell}>
+        <View style={[styles.shell, warmHero ? styles.warmShell : null]}>
           {showGradientBorder ? (
             <LinearGradient
               colors={borderColors}
@@ -153,11 +160,15 @@ export default function AuraGlassCard({
               contentStyle,
             ]}
           >
-            <CardBackdrop intensity={intensity} />
+            <CardBackdrop intensity={intensity} warmHero={warmHero} />
             {warmHero ? <View pointerEvents="none" style={styles.warmGlow} /> : null}
             <LinearGradient
               pointerEvents="none"
-              colors={["rgba(255,255,255,0.06)", "rgba(255,255,255,0.015)"]}
+              colors={
+                warmHero
+                  ? ["rgba(251,228,216,0.035)", "rgba(251,228,216,0.006)"]
+                  : ["rgba(251,228,216,0.05)", "rgba(251,228,216,0.012)"]
+              }
               start={{ x: 0.1, y: 0 }}
               end={{ x: 0.9, y: 1 }}
               style={StyleSheet.absoluteFill}
@@ -174,10 +185,14 @@ const styles = StyleSheet.create({
   shell: {
     borderRadius: palette.radii.card,
     overflow: "hidden",
-    backgroundColor: "rgba(255,255,255,0.02)",
+    backgroundColor: palette.colors.surfaceBase,
     borderWidth: 1,
     borderColor: palette.colors.borderSoft,
   },
+  warmShell: {
+    backgroundColor: "rgba(9,0,11,0.04)",
+    borderColor: "rgba(251,228,216,0.12)",
+  },
   gradientBorder: {
     ...StyleSheet.absoluteFillObject,
     padding: 1,
@@ -185,18 +200,18 @@ const styles = StyleSheet.create({
   },
   inner: {
     overflow: "hidden",
-    backgroundColor: palette.colors.surfaceGlass,
+    backgroundColor: palette.colors.surfaceBase,
   },
   warmInner: {
-    backgroundColor: palette.colors.surfaceWarm,
+    backgroundColor: "rgba(9,0,11,0.08)",
   },
   innerInset: {
     margin: 1,
     borderRadius: palette.radii.card - 1,
-    backgroundColor: palette.colors.surface1,
+    backgroundColor: palette.colors.surfaceBase,
   },
   warmGlow: {
     ...StyleSheet.absoluteFillObject,
-    backgroundColor: palette.colors.warmGlow,
+    backgroundColor: "rgba(223,182,178,0.012)",
   },
 });
diff --git a/src/components/aura/AuraGlowBackground.tsx b/src/components/aura/AuraGlowBackground.tsx
index 338b00b..13aa450 100644
--- a/src/components/aura/AuraGlowBackground.tsx
+++ b/src/components/aura/AuraGlowBackground.tsx
@@ -61,13 +61,12 @@ export default function AuraGlowBackground({
         end={{ x: 1, y: 1 }}
         style={StyleSheet.absoluteFill}
       />
-      <GlowBlob size={220} color={palette.colors.auraChampagne} top={110} left={-30} opacity={0.14} />
-      <GlowBlob size={260} color={palette.colors.auraPink} top={180} right={-50} opacity={0.12} />
-      <GlowBlob size={220} color={palette.colors.auraLavender} bottom={160} left={10} opacity={0.13} />
-      <GlowBlob size={260} color={palette.colors.auraBlue} bottom={90} right={-60} opacity={0.1} />
+      <GlowBlob size={220} color={palette.colors.auraPink} top={110} left={-30} opacity={0.026} />
+      <GlowBlob size={260} color={palette.colors.auraBlue} top={190} right={-50} opacity={0.022} />
+      <GlowBlob size={220} color={palette.colors.auraLavender} bottom={160} left={10} opacity={0.024} />
       <LinearGradient
         pointerEvents="none"
-        colors={["rgba(255,255,255,0.04)", "transparent"]}
+        colors={["rgba(251,228,216,0.014)", "transparent"]}
         start={{ x: 0.5, y: 0 }}
         end={{ x: 0.5, y: 0.45 }}
         style={StyleSheet.absoluteFill}
diff --git a/src/components/aura/AuraGradientButton.tsx b/src/components/aura/AuraGradientButton.tsx
index b1ac1d6..19a47ef 100644
--- a/src/components/aura/AuraGradientButton.tsx
+++ b/src/components/aura/AuraGradientButton.tsx
@@ -2,7 +2,7 @@ import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
 import { StyleSheet, Text, View, type StyleProp, type TextStyle, type ViewStyle } from "react-native";
 
-import { Fonts, ThemeTokens } from "@/constants/theme";
+import { Colors, Fonts, ThemeTokens } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { CTA_HEIGHT, PILL_RADIUS } from "@/src/constants/auraControls";
 
@@ -32,9 +32,8 @@ export default function AuraGradientButton({
   const colors =
     gradientColors ??
     ([
-      "rgba(243,223,195,0.45)",
-      "rgba(243,190,221,0.28)",
-      "rgba(184,217,255,0.34)",
+      palette.colors.ctaCream,
+      palette.colors.ctaCream,
     ] as const);
   return (
     <AuraPressable
@@ -56,13 +55,13 @@ export default function AuraGradientButton({
         {innerOverlayColors === null ? null : (
           <LinearGradient
             pointerEvents="none"
-            colors={innerOverlayColors ?? ["rgba(255,255,255,0.07)", "rgba(255,255,255,0.03)"]}
+            colors={innerOverlayColors ?? ["rgba(251,228,216,0.08)", "rgba(251,228,216,0.02)"]}
             start={{ x: 0, y: 0 }}
             end={{ x: 1, y: 1 }}
             style={StyleSheet.absoluteFill}
           />
         )}
-        <Text style={[styles.label, labelColor ? { color: labelColor } : null, labelStyle]}>{label}</Text>
+        <Text style={[styles.label, disabled ? { color: Colors.dark.textMuted } : null, labelColor && !disabled ? { color: labelColor } : null, labelStyle]}>{label}</Text>
       </View>
     </AuraPressable>
   );
@@ -73,24 +72,24 @@ const styles = StyleSheet.create({
     minHeight: CTA_HEIGHT,
     borderRadius: PILL_RADIUS,
     overflow: "hidden",
-    shadowColor: palette.colors.auraLavender,
-    shadowOpacity: 0.24,
-    shadowRadius: 24,
-    shadowOffset: { width: 0, height: 10 },
+    shadowColor: palette.colors.ctaCream,
+    shadowOpacity: 0.1,
+    shadowRadius: 12,
+    shadowOffset: { width: 0, height: 7 },
   },
   disabled: {
-    opacity: 0.5,
+    opacity: 0.58,
   },
   inner: {
     flex: 1,
     margin: 1,
     borderRadius: PILL_RADIUS,
-    backgroundColor: "rgba(16,18,24,0.86)",
+    backgroundColor: palette.colors.ctaCream,
     alignItems: "center",
     justifyContent: "center",
   },
   label: {
-    color: palette.colors.textPrimary,
+    color: Colors.dark.ctaText,
     fontSize: 16,
     fontWeight: "700",
     fontFamily: Fonts.sans,
diff --git a/src/components/brand/AuraRing.tsx b/src/components/brand/AuraRing.tsx
index a0a3e0a..7f070b4 100644
--- a/src/components/brand/AuraRing.tsx
+++ b/src/components/brand/AuraRing.tsx
@@ -15,6 +15,8 @@ import {
   withTiming,
 } from "react-native-reanimated";
 
+import { Colors } from "@/constants/theme";
+
 export const RING_SIZE_SM = 40;
 export const RING_SIZE_MD = 80;
 export const RING_SIZE_LG = 160;
@@ -28,7 +30,14 @@ type AuraRingProps = {
   opacity?: number;
 };
 
-const RING_COLORS = ["#F4A460", "#C084FC", "#818CF8", "#C084FC", "#F4A460"];
+const palette = Colors.dark;
+const RING_COLORS = [
+  palette.accentMauve,
+  palette.ctaCream,
+  palette.boardLight,
+  palette.ctaCream,
+  palette.accentMauve,
+];
 
 export default function AuraRing({
   size,
diff --git a/src/components/brand/AuraRing.web.tsx b/src/components/brand/AuraRing.web.tsx
index 98e9911..e16305c 100644
--- a/src/components/brand/AuraRing.web.tsx
+++ b/src/components/brand/AuraRing.web.tsx
@@ -1,6 +1,8 @@
 import { useEffect } from "react";
 import type { CSSProperties } from "react";
 
+import { Colors } from "@/constants/theme";
+
 export const RING_SIZE_SM = 40;
 export const RING_SIZE_MD = 80;
 export const RING_SIZE_LG = 160;
@@ -14,7 +16,14 @@ type AuraRingProps = {
   opacity?: number;
 };
 
-const RING_COLORS = ["#F4A460", "#C084FC", "#818CF8", "#C084FC", "#F4A460"];
+const palette = Colors.dark;
+const RING_COLORS = [
+  palette.accentMauve,
+  palette.ctaCream,
+  palette.boardLight,
+  palette.ctaCream,
+  palette.accentMauve,
+];
 const KEYFRAMES_ID = "aura-ring-keyframes";
 
 function ensureKeyframes() {
diff --git a/src/components/ui/AuraBackButton.tsx b/src/components/ui/AuraBackButton.tsx
new file mode 100644
index 0000000..8260342
--- /dev/null
+++ b/src/components/ui/AuraBackButton.tsx
@@ -0,0 +1,46 @@
+import { Ionicons } from "@expo/vector-icons";
+import React from "react";
+import { type StyleProp, type ViewStyle } from "react-native";
+
+import AuraPressable from "@/src/components/aura/AuraPressable";
+
+type AuraBackButtonProps = {
+  onPress: () => void;
+  size?: number;
+  style?: StyleProp<ViewStyle>;
+  accessibilityLabel?: string;
+};
+
+export default function AuraBackButton({
+  onPress,
+  size = 42,
+  style,
+  accessibilityLabel = "Go back",
+}: AuraBackButtonProps) {
+  return (
+    <AuraPressable
+      onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.96}
+      pressedOpacity={0.82}
+      accessibilityRole="button"
+      accessibilityLabel={accessibilityLabel}
+      style={[
+        {
+          width: size,
+          height: size,
+          borderRadius: 999,
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: "rgba(43,18,76,0.72)",
+          borderWidth: 1,
+          borderColor: "rgba(251,228,216,0.12)",
+        },
+        style,
+      ]}
+    >
+      <Ionicons name="chevron-back" size={Math.round(size * 0.5)} color="#FBE4D8" />
+    </AuraPressable>
+  );
+}
diff --git a/src/components/ui/AuraSubpageHeader.tsx b/src/components/ui/AuraSubpageHeader.tsx
new file mode 100644
index 0000000..85f105f
--- /dev/null
+++ b/src/components/ui/AuraSubpageHeader.tsx
@@ -0,0 +1,134 @@
+import React from "react";
+import { StyleSheet, Text, View, type StyleProp, type ViewStyle } from "react-native";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
+
+import type { AppColors } from "@/constants/theme";
+import AuraBackButton from "@/src/components/ui/AuraBackButton";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { safeGoBack } from "@/src/lib/navigation";
+
+type RouterFallback = Parameters<typeof safeGoBack>[0];
+
+type AuraSubpageHeaderProps = {
+  title: string;
+  eyebrow?: string | null;
+  subtitle?: string | null;
+  rightAction?: React.ReactNode;
+  fallbackRoute?: RouterFallback;
+  showBack?: boolean;
+  onBack?: () => void;
+  style?: StyleProp<ViewStyle>;
+};
+
+const BACK_BUTTON_SIZE = 42;
+
+export default function AuraSubpageHeader({
+  title,
+  eyebrow,
+  subtitle,
+  rightAction,
+  fallbackRoute = "/",
+  showBack = true,
+  onBack,
+  style,
+}: AuraSubpageHeaderProps) {
+  const { colors } = useAppTheme();
+  const insets = useSafeAreaInsets();
+  const hasEyebrow = Boolean(eyebrow);
+  const hasSubtitle = Boolean(subtitle);
+  const styles = React.useMemo(() => createStyles(colors, insets.top), [colors, insets.top]);
+
+  return (
+    <View style={[styles.container, style]}>
+      <View style={styles.content}>
+        <View style={styles.actionWrap}>
+          {showBack ? (
+            <AuraBackButton
+              onPress={onBack ?? (() => safeGoBack(fallbackRoute))}
+              size={BACK_BUTTON_SIZE}
+            />
+          ) : null}
+          {rightAction}
+        </View>
+
+        <View style={styles.titleWrap}>
+          {hasEyebrow ? (
+            <Text style={styles.eyebrow} numberOfLines={1} ellipsizeMode="tail">
+              {eyebrow}
+            </Text>
+          ) : null}
+          <Text style={[styles.title, hasEyebrow ? null : styles.titleWithoutEyebrow]} numberOfLines={2} ellipsizeMode="tail">
+            {title}
+          </Text>
+          {hasSubtitle ? (
+            <Text style={styles.subtitle} numberOfLines={2} ellipsizeMode="tail">
+              {subtitle}
+            </Text>
+          ) : null}
+        </View>
+      </View>
+    </View>
+  );
+}
+
+function createStyles(colors: AppColors, safeTop: number) {
+  return StyleSheet.create({
+    container: {
+      paddingTop: safeTop + 6,
+      paddingHorizontal: 18,
+      paddingBottom: 12,
+      backgroundColor: "transparent",
+      justifyContent: "flex-end",
+    },
+    content: {
+      minHeight: 58,
+      flexDirection: "row",
+      alignItems: "flex-end",
+      justifyContent: "space-between",
+      gap: 16,
+    },
+    titleWrap: {
+      flex: 1,
+      minWidth: 0,
+      alignItems: "flex-end",
+      justifyContent: "flex-end",
+      gap: 2,
+    },
+    actionWrap: {
+      minHeight: BACK_BUTTON_SIZE,
+      flexDirection: "row",
+      alignItems: "center",
+      justifyContent: "flex-start",
+      gap: 10,
+      paddingBottom: 1,
+    },
+    eyebrow: {
+      color: "#DFB6B2",
+      fontSize: 11.5,
+      lineHeight: 15,
+      fontWeight: "900",
+      letterSpacing: 4.8,
+      textAlign: "right",
+      textTransform: "uppercase",
+    },
+    title: {
+      color: colors.text,
+      fontSize: 31,
+      lineHeight: 35,
+      fontWeight: "900",
+      letterSpacing: 0,
+      textAlign: "right",
+    },
+    titleWithoutEyebrow: {
+      marginTop: 12,
+    },
+    subtitle: {
+      color: colors.textSecondary,
+      fontSize: 15,
+      lineHeight: 20,
+      fontWeight: "700",
+      letterSpacing: 0,
+      textAlign: "right",
+    },
+  });
+}
diff --git a/src/components/ui/auraStylePrimitives.ts b/src/components/ui/auraStylePrimitives.ts
new file mode 100644
index 0000000..f1d3eca
--- /dev/null
+++ b/src/components/ui/auraStylePrimitives.ts
@@ -0,0 +1,273 @@
+import { StyleSheet, type TextStyle, type ViewStyle } from "react-native";
+
+import type { AppColors } from "@/constants/theme";
+
+export const auraSpacing = {
+  xxs: 4,
+  xs: 8,
+  sm: 12,
+  md: 16,
+  lg: 20,
+  xl: 24,
+  xxl: 32,
+} as const;
+
+export const auraRadii = {
+  small: 12,
+  medium: 18,
+  large: 24,
+  xl: 28,
+  pill: 999,
+} as const;
+
+export const auraTypography = StyleSheet.create({
+  screenTitle: {
+    fontSize: 28,
+    lineHeight: 34,
+    fontWeight: "900",
+    letterSpacing: 0,
+  },
+  sectionTitle: {
+    fontSize: 20,
+    lineHeight: 25,
+    fontWeight: "900",
+    letterSpacing: 0,
+  },
+  cardTitle: {
+    fontSize: 18,
+    lineHeight: 23,
+    fontWeight: "900",
+    letterSpacing: 0,
+  },
+  body: {
+    fontSize: 15,
+    lineHeight: 22,
+    fontWeight: "500",
+    letterSpacing: 0,
+  },
+  bodySecondary: {
+    fontSize: 14,
+    lineHeight: 20,
+    fontWeight: "500",
+    letterSpacing: 0,
+  },
+  caption: {
+    fontSize: 12,
+    lineHeight: 17,
+    fontWeight: "700",
+    letterSpacing: 0,
+  },
+  eyebrow: {
+    fontSize: 11,
+    lineHeight: 15,
+    fontWeight: "900",
+    letterSpacing: 1.2,
+    textTransform: "uppercase",
+  },
+  chipLabel: {
+    fontSize: 12.5,
+    lineHeight: 16,
+    fontWeight: "800",
+    letterSpacing: 0,
+  },
+  buttonLabel: {
+    fontSize: 15,
+    lineHeight: 20,
+    fontWeight: "900",
+    letterSpacing: 0,
+  },
+});
+
+export const auraSurfaceTiers = {
+  surfaceBase: {
+    backgroundColor: "rgba(43,18,76,0.46)",
+    borderColor: "rgba(251,228,216,0.10)",
+    borderWidth: 1,
+  },
+  surfaceRaised: {
+    backgroundColor: "rgba(43,18,76,0.55)",
+    borderColor: "rgba(251,228,216,0.12)",
+    borderWidth: 1,
+  },
+  surfaceInteractive: {
+    backgroundColor: "rgba(82,43,91,0.28)",
+    borderColor: "rgba(251,228,216,0.12)",
+    borderWidth: 1,
+  },
+} satisfies Record<string, ViewStyle>;
+
+export type AuraButtonVariant = "primary" | "secondary" | "tertiary" | "danger";
+export type AuraButtonSize = "default" | "compact";
+
+export function auraButtonStyle(
+  colors: AppColors,
+  variant: AuraButtonVariant,
+  disabled = false,
+  size: AuraButtonSize = "default",
+): ViewStyle {
+  const isCompact = size === "compact" || variant === "tertiary" || variant === "danger";
+  const base: ViewStyle = {
+    minHeight: isCompact ? 42 : 56,
+    borderRadius: auraRadii.pill,
+    alignItems: "center",
+    justifyContent: "center",
+    paddingHorizontal: isCompact ? auraSpacing.sm : auraSpacing.md,
+    paddingVertical: 0,
+    borderWidth: 1,
+  };
+
+  if (disabled) {
+    return {
+      ...base,
+      backgroundColor: "rgba(82,43,91,0.18)",
+      borderColor: "rgba(251,228,216,0.08)",
+      opacity: 0.58,
+    };
+  }
+
+  if (variant === "primary") {
+    return {
+      ...base,
+      backgroundColor: colors.primary,
+      borderColor: "rgba(251,228,216,0.18)",
+    };
+  }
+
+  if (variant === "secondary") {
+    return {
+      ...base,
+      backgroundColor: colors.secondaryCta,
+      borderColor: colors.purpleBorder,
+    };
+  }
+
+  if (variant === "danger") {
+    return {
+      ...base,
+      minHeight: 44,
+      backgroundColor: colors.dangerSurface,
+      borderColor: colors.dangerBorder,
+    };
+  }
+
+  return {
+    ...base,
+    backgroundColor: colors.chipBackground,
+    borderColor: colors.border,
+  };
+}
+
+export function auraButtonTextStyle(
+  colors: AppColors,
+  variant: AuraButtonVariant,
+  disabled = false,
+): TextStyle {
+  return {
+    fontSize: 15,
+    lineHeight: 20,
+    fontWeight: "900",
+    letterSpacing: 0,
+    color: disabled
+      ? colors.textMuted
+      : variant === "primary"
+        ? colors.primaryText
+        : variant === "danger"
+          ? colors.danger
+          : variant === "tertiary"
+            ? colors.textSecondary
+        : colors.textPrimary,
+    textAlign: "center",
+  };
+}
+
+export type AuraChipState = "selected" | "unselected" | "disabled" | "metadata" | "filter";
+
+export function auraChipStyle(colors: AppColors, state: AuraChipState = "unselected"): ViewStyle {
+  const selected = state === "selected";
+  const disabled = state === "disabled";
+  const metadata = state === "metadata";
+  return {
+    minHeight: metadata ? 34 : 40,
+    borderRadius: auraRadii.pill,
+    paddingHorizontal: metadata ? auraSpacing.sm : auraSpacing.md,
+    paddingVertical: 0,
+    borderWidth: 1,
+    borderColor: selected ? colors.purpleBorder : colors.border,
+    backgroundColor: selected
+      ? colors.purpleSurface
+      : metadata
+        ? colors.surfaceInteractive
+        : colors.chipBackground,
+    alignItems: "center",
+    justifyContent: "center",
+    opacity: disabled ? 0.5 : 1,
+  };
+}
+
+export function auraChipTextStyle(colors: AppColors, state: AuraChipState = "unselected"): TextStyle {
+  return {
+    ...auraTypography.chipLabel,
+    color: state === "selected" ? colors.ctaCream : colors.textSecondary,
+    textAlign: "center",
+  };
+}
+
+export type AuraCardVariant = "largeGlass" | "card" | "inset" | "itemTile" | "sheet";
+
+export function auraCardStyle(colors: AppColors, variant: AuraCardVariant = "card"): ViewStyle {
+  if (variant === "largeGlass") {
+    return {
+      borderRadius: auraRadii.xl,
+      borderWidth: 1,
+      borderColor: colors.border,
+      backgroundColor: colors.glass,
+      padding: auraSpacing.lg,
+    };
+  }
+
+  if (variant === "inset") {
+    return {
+      borderRadius: auraRadii.medium,
+      borderWidth: 1,
+      borderColor: colors.border,
+      backgroundColor: colors.surfaceInteractive,
+      padding: auraSpacing.md,
+    };
+  }
+
+  if (variant === "itemTile") {
+    return {
+      borderRadius: auraRadii.large,
+      borderWidth: 1,
+      borderColor: colors.borderSoft,
+      backgroundColor: colors.surfaceBase,
+      overflow: "hidden",
+    };
+  }
+
+  if (variant === "sheet") {
+    return {
+      borderRadius: auraRadii.xl,
+      borderWidth: 1,
+      borderColor: colors.border,
+      backgroundColor: colors.surfaceRaised,
+      padding: auraSpacing.md,
+    };
+  }
+
+  return {
+    borderRadius: auraRadii.large,
+    borderWidth: 1,
+    borderColor: colors.border,
+    backgroundColor: colors.surfaceBase,
+    padding: auraSpacing.md,
+  };
+}
+
+export function auraSheetBackdropStyle(colors: AppColors): ViewStyle {
+  return {
+    flex: 1,
+    backgroundColor: colors.overlay,
+    justifyContent: "flex-end",
+  };
+}
diff --git a/src/constants/layout.ts b/src/constants/layout.ts
index 3d2758d..c2d5af8 100644
--- a/src/constants/layout.ts
+++ b/src/constants/layout.ts
@@ -9,8 +9,8 @@ export const layoutTokens = {
   },
   radii: {
     large: 24,
-    medium: 20,
-    pill: 22,
+    medium: 18,
+    pill: 999,
     composer: 28,
   },
   icon: {
diff --git a/src/hooks/useResponsiveLayout.ts b/src/hooks/useResponsiveLayout.ts
index 14257b4..bfa0aea 100644
--- a/src/hooks/useResponsiveLayout.ts
+++ b/src/hooks/useResponsiveLayout.ts
@@ -24,7 +24,7 @@ export function useResponsiveLayout() {
     const cardPadding = screenSize === "compact" ? 14 : layoutTokens.cardPadding;
     const largeRadius = screenSize === "compact" ? 22 : layoutTokens.radii.large;
     const mediumRadius = screenSize === "compact" ? 18 : layoutTokens.radii.medium;
-    const pillRadius = screenSize === "compact" ? 20 : layoutTokens.radii.pill;
+    const pillRadius = layoutTokens.radii.pill;
     const heroHeight = screenSize === "compact" ? 188 : screenSize === "large" ? 216 : 204;
     const smartGridColumns = screenSize === "large" ? 3 : 2;
     const smartToolHeight = screenSize === "compact" ? 108 : 120;
diff --git a/src/lib/navigation.ts b/src/lib/navigation.ts
new file mode 100644
index 0000000..ea86756
--- /dev/null
+++ b/src/lib/navigation.ts
@@ -0,0 +1,12 @@
+import { router } from "expo-router";
+
+type RouterHref = Parameters<typeof router.replace>[0];
+
+export function safeGoBack(fallbackRoute: RouterHref) {
+  if (typeof router.canGoBack === "function" && router.canGoBack()) {
+    router.back();
+    return;
+  }
+
+  router.replace(fallbackRoute);
+}

From db86ac09515db694e0fd54f7464c86011be27198 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:18:49 -0500
Subject: [PATCH 72/93] feat(aura): refine chat composer and voice input

---
 app.json                               |  16 +-
 app/(tabs)/ai.tsx                      | 563 ++++++++++++++++++++++---
 functions/src/askAura.ts               |   3 +
 functions/src/askAuraStream.ts         | 454 +++++++++++---------
 functions/src/shared/auraLinkIntent.ts |   4 +-
 functions/src/shared/auraPrompt.ts     |   5 +
 package-lock.json                      | 223 +++++++++-
 package.json                           |   1 +
 src/components/ai/AuraQuickChips.tsx   |  47 ++-
 src/components/ai/AuraReplyCard.tsx    |  84 +++-
 src/components/ai/ChatList.tsx         |  84 +++-
 src/components/ai/InputBar.tsx         | 489 +++++++++++----------
 src/components/ai/OutfitMessage.tsx    |  12 +-
 src/components/ai/aiTheme.ts           |   4 +-
 src/constants/auraControls.ts          |   9 +-
 src/hooks/aura/useAuraChatHydration.ts | 160 +++++--
 src/hooks/aura/useAuraComposerState.ts | 339 ++++++++++++---
 src/lib/aura.ts                        |  33 +-
 src/lib/auraAttachments.ts             |  58 ++-
 src/lib/auraChatHelpers.ts             | 157 ++++++-
 src/lib/auraIntent.ts                  |   4 +-
 src/lib/formatChatText.ts              |  11 +-
 src/lib/localChatCache.ts              |  50 +++
 src/lib/outfitGenerator.ts             |  49 ++-
 src/types/aura.ts                      |  24 ++
 25 files changed, 2211 insertions(+), 672 deletions(-)

diff --git a/app.json b/app.json
index 5f8cc19..93e89ea 100644
--- a/app.json
+++ b/app.json
@@ -24,7 +24,9 @@
           }
         ],
         "NSLocationWhenInUseUsageDescription": "We use your location to show local weather in your wardrobe insights.",
-        "NSCalendarsUsageDescription": "We use your calendar to show today's events in your wardrobe insights."
+        "NSCalendarsUsageDescription": "We use your calendar to show today's events in your wardrobe insights.",
+        "NSMicrophoneUsageDescription": "Allow AURA to use your microphone for voice dictation.",
+        "NSSpeechRecognitionUsageDescription": "Allow AURA to turn your speech into chat text."
       }
     },
     "android": {
@@ -37,7 +39,10 @@
       },
       "edgeToEdgeEnabled": true,
       "predictiveBackGestureEnabled": false,
-      "package": "com.athfan.aura"
+      "package": "com.athfan.aura",
+      "permissions": [
+        "android.permission.RECORD_AUDIO"
+      ]
     },
     "web": {
       "output": "static",
@@ -66,6 +71,13 @@
         }
       ],
       "expo-audio",
+      [
+        "@react-native-voice/voice",
+        {
+          "microphonePermission": "Allow AURA to use your microphone for voice dictation.",
+          "speechRecognitionPermission": "Allow AURA to turn your speech into chat text."
+        }
+      ],
       "@react-native-google-signin/google-signin",
       "expo-apple-authentication"
     ],
diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index d6747b4..58bf042 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -1,7 +1,7 @@
 import { LinearGradient } from "expo-linear-gradient";
 import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
-import { Alert, Keyboard, KeyboardEvent, Platform, Share, Text, View } from "react-native";
+import { Alert, AppState, Image, Keyboard, KeyboardEvent, Platform, Share, Text, View } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import AuraHeader from "@/src/components/ai/AuraHeader";
@@ -29,18 +29,24 @@ import { askAuraStream, isAuraStreamAbortError } from "@/src/lib/aura";
 import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
 import {
   appendUniqueSystemMessage,
+  type AuraChatIntent,
+  type AuraOutfitDiversityContext,
+  buildAuraOutfitDiversityContext,
   buildChatSeedText,
   buildShareTranscript,
   buildStructuredOutfitBatchPrompt,
+  classifyAuraChatIntent,
   createStreamingAssistantMessage,
   createSystemMessage,
   createMessageId,
   createUserMessageWithAttachments,
+  latestAuraLook,
   latestAuraLookCount,
   nextLocalMessageSequence,
   resolveStructuredBatchLookCount,
   updateMessageById,
   wantsStructuredOutfitBatch,
+  wantsStructuredOutfitRequest,
 } from "@/src/lib/auraChatHelpers";
 import { updateAuraSessionContextFromPrompt } from "@/src/lib/auraMemory";
 import {
@@ -69,7 +75,13 @@ import {
   type AIChatThread,
   updateChatThread,
 } from "@/src/lib/aiChats";
-import { clearLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
+import {
+  clearLatestChatCache,
+  isAuraChatSessionFresh,
+  loadAuraChatSessionMeta,
+  saveAuraChatSessionMeta,
+  saveLatestChatCache,
+} from "@/src/lib/localChatCache";
 import { messageOrderMillis, orderChatMessages } from "@/src/lib/chatMessageOrder";
 import {
   clearCachedRecentMessages,
@@ -88,10 +100,11 @@ const AURA_TOP_CHIPS = [
   "Warm-weather",
 ];
 const DEFAULT_CHIPS = AURA_TOP_CHIPS.filter((chip) => chip !== TRAIN_AURA_CHIP_LABEL);
+const AURA_LOGO_SOURCE = require("../../assets/images/aura-tab-mark.png");
 
-const DEFAULT_COMPOSER_HEIGHT = 56;
-const CHAT_COMPOSER_TAB_GAP = 8;
-const CHAT_BOTTOM_BREATHING_ROOM = 18;
+const DEFAULT_COMPOSER_HEIGHT = 50;
+const CHAT_COMPOSER_TAB_GAP = 6;
+const CHAT_BOTTOM_BREATHING_ROOM = 26;
 const STREAM_FLUSH_INTERVAL_MS = 32;
 const AURA_REPLY_START_HAPTIC = "light" as const;
 const AURA_REPLY_FINISH_HAPTIC = "selection" as const;
@@ -112,6 +125,8 @@ const AURA_EMPTY_STATE_CHIPS = [
 type AskAuraOptions = {
   retryUserMessage?: AIMessage;
   removeMessageId?: string;
+  forceOutfitDiversity?: boolean;
+  diversityMessages?: AIMessage[];
 };
 
 function logAuraChatState(event: string, payload?: Record<string, unknown>) {
@@ -146,19 +161,11 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
       />
       <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
         <View style={{ width: 42, height: 42, alignItems: "center", justifyContent: "center" }}>
-          <AnimatedAuraRing size={38} stroke={1.5} rotationDuration={5200} />
-          <Text
-            pointerEvents="none"
-            style={{
-              position: "absolute",
-              color: colors.text,
-              fontSize: 9,
-              fontWeight: "900",
-              letterSpacing: 0.8,
-            }}
-          >
-            AURA
-          </Text>
+          <Image
+            source={AURA_LOGO_SOURCE}
+            resizeMode="contain"
+            style={{ width: 40, height: 40, opacity: 0.92 }}
+          />
         </View>
         <View style={{ flex: 1, gap: 4 }}>
           <Text
@@ -439,6 +446,213 @@ function createAssistantMessage(
   };
 }
 
+function auraLookItemIds(look?: AuraResponse["look"] | null) {
+  const seen = new Set<string>();
+  const ids: string[] = [];
+  for (const piece of look?.pieces ?? []) {
+    const itemId = String(piece.itemId ?? "").trim();
+    if (piece.source !== "closet" || !itemId || seen.has(itemId)) continue;
+    seen.add(itemId);
+    ids.push(itemId);
+  }
+  return ids;
+}
+
+function auraLookSignature(look?: AuraResponse["look"] | null) {
+  return auraLookItemIds(look).sort().join("|");
+}
+
+function auraLookPreviousOverlap(
+  look: NonNullable<AuraResponse["look"]>,
+  diversity: AuraOutfitDiversityContext
+) {
+  const previousIds = new Set(diversity.previousLookItemIds);
+  return auraLookItemIds(look).filter((itemId) => previousIds.has(itemId)).length;
+}
+
+function enforceClientOutfitDiversity(
+  response: AuraResponse,
+  diversity: AuraOutfitDiversityContext
+): AuraResponse {
+  if (!diversity.shouldAvoidRepeats) return response;
+  const originalLooks = [
+    ...(response.lookOptions ?? []),
+    ...(response.look && !(response.lookOptions ?? []).includes(response.look) ? [response.look] : []),
+  ];
+  if (!originalLooks.length) return response;
+
+  const selected: NonNullable<AuraResponse["look"]>[] = [];
+  const selectedSignatures = new Set<string>();
+  const candidates = originalLooks.map((look) => {
+    const itemIds = auraLookItemIds(look);
+    const signature = itemIds.slice().sort().join("|");
+    const previousOverlap = auraLookPreviousOverlap(look, diversity);
+    const exactPrevious = !!signature && diversity.previousLookSignatures.includes(signature);
+    const duplicateWithinResponse = !!signature && selectedSignatures.has(signature);
+    const selectedOverlapTooHigh = selected.some((existing) => {
+      const existingIds = new Set(auraLookItemIds(existing));
+      const overlap = itemIds.filter((itemId) => existingIds.has(itemId)).length;
+      return overlap > Math.max(1, diversity.maxOverlap);
+    });
+    const tooSimilar = exactPrevious || previousOverlap > diversity.maxOverlap;
+    const rejected = tooSimilar || duplicateWithinResponse || selectedOverlapTooHigh;
+    if (!rejected) {
+      selected.push(look);
+      if (signature) selectedSignatures.add(signature);
+    }
+    return {
+      title: look.lookTitle,
+      itemIds,
+      signature,
+      previousOverlap,
+      exactPrevious,
+      duplicateWithinResponse,
+      selectedOverlapTooHigh,
+      rejected,
+    };
+  });
+
+  if (DEBUG_AURA_CLIENT) {
+    console.log("[AURA_DIVERSITY]", "frontend final guard", {
+      previousItemIds: diversity.previousLookItemIds,
+      excludedItemIds: diversity.excludedItemIds,
+      recentItemIds: diversity.recentItemIds,
+      previousLookSignatures: diversity.previousLookSignatures,
+      maxOverlap: diversity.maxOverlap,
+      candidates,
+      selected: selected.map((look) => ({
+        title: look.lookTitle,
+        itemIds: auraLookItemIds(look),
+        signature: auraLookSignature(look),
+        overlap: auraLookPreviousOverlap(look, diversity),
+      })),
+    });
+  }
+
+  if (!selected.length) {
+    return {
+      title: "More pieces needed",
+      presentation: "chat",
+      reply: "I need more usable pieces to make this meaningfully different.",
+      reason: "AURA avoided repeating the previous outfit.",
+      outfitItems: [],
+      ownedPieces: [],
+      recommendedAdditions: [],
+      swapSuggestion: "",
+      missingPieces: [],
+      upgradeSuggestions: [],
+      chips: response.chips?.length ? response.chips : DEFAULT_CHIPS,
+      look: null,
+      lookOptions: [],
+    };
+  }
+
+  if (response.lookOptions?.length) {
+    const lookOptions = selected.slice(0, response.lookOptions.length);
+    return {
+      ...response,
+      look: lookOptions[0] ?? null,
+      lookOptions,
+    };
+  }
+
+  return {
+    ...response,
+    look: selected[0] ?? response.look ?? null,
+  };
+}
+
+function labelForLookPiece(look: NonNullable<AuraResponse["look"]>, role: string) {
+  return look.pieces.find((piece) => piece.role === role && piece.source === "closet")?.itemName ?? "";
+}
+
+function compactLookBase(look: NonNullable<AuraResponse["look"]>) {
+  const top = labelForLookPiece(look, "top");
+  const bottom = labelForLookPiece(look, "bottom");
+  const shoes = labelForLookPiece(look, "shoes");
+  const outerwear = labelForLookPiece(look, "outerwear");
+  return [top, bottom, shoes, outerwear].filter(Boolean).join(", ");
+}
+
+function buildNoExistingOutfitResponse(): AuraResponse {
+  return {
+    title: "No outfit yet",
+    presentation: "chat",
+    reply: "I don’t have an outfit yet — want me to create one first?",
+    reason: "",
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    chips: ["Give me an outfit", "Style me today", "Build from my closet"],
+  };
+}
+
+function buildExistingOutfitStylingResponse(
+  prompt: string,
+  look: NonNullable<AuraResponse["look"]>,
+  intent: AuraChatIntent,
+): AuraResponse {
+  const normalized = prompt.toLowerCase();
+  const top = labelForLookPiece(look, "top");
+  const bottom = labelForLookPiece(look, "bottom");
+  const shoes = labelForLookPiece(look, "shoes");
+  const base = compactLookBase(look);
+  const anchor = top || bottom || look.lookTitle || "the strongest piece";
+  const baseLine = base ? `Base: ${base}.` : `Base: ${look.lookTitle}.`;
+
+  let title = "How to style it";
+  let advice =
+    `Wear ${anchor} as the anchor and keep the rest intentional: clean proportions, one clear focal point, and no extra clutter. ` +
+    "If the fit feels flat, sharpen it with a small tuck, cleaner socks, or one refined accessory.";
+  let swaps =
+    "Optional swaps: change one thing only, like cleaner shoes for polish, a relaxed shoe for ease, or a simple layer if the weather needs it.";
+
+  if (/\b(dressier|formal|sharper|office|work)\b/.test(normalized)) {
+    title = "Make it dressier";
+    advice =
+      `Keep ${anchor} as the base, then make the silhouette cleaner: neater tuck, sharper hem break, and minimal accessories. ` +
+      "The goal is refined, not overdressed.";
+    swaps =
+      `Optional swaps: ${shoes ? `trade ${shoes} for loafers, boots, or your cleanest low-profile shoes` : "use your cleanest low-profile shoes"}; add a watch or simple chain; layer a blazer or structured jacket if you own one.`;
+  } else if (/\b(casual|relaxed|easy|everyday)\b/.test(normalized)) {
+    title = "Make it more casual";
+    advice =
+      `Soften the outfit around ${anchor}: keep the lines relaxed, let one piece sit slightly loose, and avoid anything too shiny or formal.`;
+    swaps =
+      `Optional swaps: ${shoes ? `keep ${shoes} if they feel easy, or swap to a softer sneaker` : "use a softer sneaker"}; skip heavy accessories; add a light overshirt if it needs shape.`;
+  } else if (/\b(streetwear|bold|bolder|statement|edge)\b/.test(normalized)) {
+    title = "Push the styling";
+    advice =
+      `Let ${anchor} carry the attitude, then add contrast through proportion: a stronger layer, chunkier shoe, or one statement accessory.`;
+    swaps =
+      "Optional swaps: add headwear or a heavier shoe if it fits the vibe, but keep the color story tight so it does not get crowded.";
+  } else if (intent === "MODIFY_OUTFIT") {
+    title = "Refine this look";
+    advice =
+      `Keep the core outfit intact, especially ${anchor}. Tighten the styling by changing the mood around it rather than rebuilding from scratch.`;
+    swaps =
+      "Optional swaps: adjust one anchor-adjacent piece, like shoes, outerwear, or one accessory, then leave the rest alone.";
+  }
+
+  const pieceNote =
+    top && bottom
+      ? `Let ${top} and ${bottom} stay as the main relationship.`
+      : "Keep the main pieces visually connected.";
+
+  return {
+    title,
+    presentation: "chat",
+    reply: `${baseLine} ${advice} ${pieceNote} ${swaps}`,
+    reason: "",
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    chips: ["Make it dressier", "Make it more casual", "Give me another one"],
+  };
+}
+
 function promptRequestsOuterwear(prompt: string) {
   return OUTERWEAR_REQUEST_RE.test(String(prompt ?? ""));
 }
@@ -700,6 +914,7 @@ export default function AIScreen() {
     recordingAudio,
     setMessage,
     setPendingAttachments,
+    stopVoiceInput,
   } = useAuraComposerState({ uid });
   const [loading, setLoading] = useState(false);
   const [items, setItems] = useState<ClothingItem[]>([]);
@@ -709,6 +924,7 @@ export default function AIScreen() {
   const [chatDrawerOpen, setChatDrawerOpen] = useState(false);
   const [focusScrollSignal, setFocusScrollSignal] = useState(0);
   const [focusMessageId, setFocusMessageId] = useState<string | null>(null);
+  const [chatRefreshing, setChatRefreshing] = useState(false);
   const consumedPromptTokens = useRef(new Set<string>());
   const {
     handleStopGenerating,
@@ -716,12 +932,6 @@ export default function AIScreen() {
     streamAbortControllerRef,
   } = useAuraStreamingState();
 
-  useFocusEffect(
-    React.useCallback(() => {
-      setFocusScrollSignal((value) => value + 1);
-    }, [])
-  );
-
   const routePrompt = useMemo(() => {
     const raw = Array.isArray(params.prompt) ? params.prompt[0] : params.prompt;
     return typeof raw === "string" ? raw.trim() : "";
@@ -838,6 +1048,7 @@ export default function AIScreen() {
         setActiveChatId(null);
         setMessages([]);
         await clearLatestChatCache(uid);
+        await saveAuraChatSessionMeta(uid, null);
       }
       await refreshRecentThreads();
     },
@@ -854,6 +1065,7 @@ export default function AIScreen() {
         setActiveChatId(null);
         setMessages([]);
         await clearLatestChatCache(uid);
+        await saveAuraChatSessionMeta(uid, null);
       }
       await refreshRecentThreads();
     },
@@ -998,12 +1210,58 @@ export default function AIScreen() {
           )
         : nextLocalMessages;
       const historyMessagesBeforeRequest = isRetry ? retryBaselineMessages : latestMessagesRef.current;
+      const intentContextMessages = options?.diversityMessages ?? historyMessagesBeforeRequest;
+      const lastLookForIntent = latestAuraLook(intentContextMessages);
+      const chatIntent = classifyAuraChatIntent(prompt, {
+        attachmentCount: uploadedAttachments.length,
+        hasPreviousLook: !!lastLookForIntent,
+      });
       const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, historyMessagesBeforeRequest);
       const shouldForceStructuredBatch = wantsStructuredOutfitBatch(
         prompt,
         uploadedAttachments.length,
         historyMessagesBeforeRequest,
       );
+      const shouldForceStructuredOutfit = wantsStructuredOutfitRequest(
+        prompt,
+        uploadedAttachments.length,
+        historyMessagesBeforeRequest,
+      );
+      const shouldRouteToExistingLook =
+        chatIntent === "STYLE_EXISTING" || chatIntent === "MODIFY_OUTFIT";
+      const structuredOutfitPrompt = shouldForceStructuredBatch ? structuredBatchPrompt : prompt;
+      const outfitDiversity = buildAuraOutfitDiversityContext(
+        options?.forceOutfitDiversity ? "Try again" : prompt,
+        intentContextMessages,
+        {
+          multiLook: shouldForceStructuredBatch,
+        },
+      );
+      if (DEBUG_AURA_CLIENT) {
+        console.log("[AURA_INTENT]", "chat intent route", {
+          prompt,
+          detectedIntent: chatIntent,
+          hasPreviousLook: !!lastLookForIntent,
+          routeChosen: shouldRouteToExistingLook
+            ? lastLookForIntent
+              ? "existing_outfit_styling"
+              : "existing_outfit_missing_context"
+            : shouldForceStructuredOutfit
+              ? "outfit_generator"
+              : "stream_stylist",
+          outfitGeneratorWillRun: !shouldRouteToExistingLook && shouldForceStructuredOutfit,
+        });
+      }
+      if (DEBUG_AURA_CLIENT && outfitDiversity.shouldAvoidRepeats) {
+        console.log("[AURA_DIVERSITY]", "frontend outfit diversity context", {
+          previousItemIds: outfitDiversity.previousLookItemIds,
+          excludedItemIds: outfitDiversity.excludedItemIds,
+          recentItemIds: outfitDiversity.recentItemIds,
+          previousLookSignatures: outfitDiversity.previousLookSignatures,
+          maxOverlap: outfitDiversity.maxOverlap,
+          reason: outfitDiversity.reason,
+        });
+      }
       setMessages(nextLocalMessages);
       setFocusMessageId(userMessage.id);
       if (!override && !isRetry) {
@@ -1032,6 +1290,7 @@ export default function AIScreen() {
           const chat = await createChatThread(uid, chatSeedText);
           chatId = chat.chatId;
           setActiveChatId(chat.chatId);
+          await saveAuraChatSessionMeta(uid, chat.chatId);
         }
 
         void updateAuraSessionContextFromPrompt(uid, chatId, prompt);
@@ -1076,21 +1335,68 @@ export default function AIScreen() {
           });
         }
 
-        if (shouldForceStructuredBatch) {
-          const desiredLookCount = resolveStructuredBatchLookCount(
-            prompt,
-            structuredBatchPrompt,
-            latestMessagesRef.current,
-          );
+        if (shouldRouteToExistingLook) {
+          const stylingResponse = lastLookForIntent
+            ? buildExistingOutfitStylingResponse(prompt, lastLookForIntent, chatIntent)
+            : buildNoExistingOutfitResponse();
+          if (DEBUG_AURA_CLIENT) {
+            console.log("[AURA_INTENT]", "existing outfit route selected", {
+              detectedIntent: chatIntent,
+              hasPreviousLook: !!lastLookForIntent,
+              outfitGeneratorCalled: false,
+              lookTitle: lastLookForIntent?.lookTitle ?? null,
+            });
+          }
+          const assistantMessage = createAssistantMessage(stylingResponse, {
+            id: streamingMessageId,
+            createdAt: streamingMessageCreatedAt,
+            clientCreatedAt: streamingMessageCreatedAt,
+            localSequence: streamingMessageLocalSequence,
+            replyToMessageId: userMessage.id,
+            streaming: false,
+          }, {
+            userRequest: prompt,
+          });
+          logAuraChatState("message_created", {
+            messageId: assistantMessage.id,
+            type: assistantMessage.type,
+            kind: assistantMessage.kind,
+            source: lastLookForIntent ? "style_existing_outfit" : "style_existing_missing_context",
+          });
+          setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
+          setQuickChips(stylingResponse.chips?.length ? stylingResponse.chips : DEFAULT_CHIPS);
+          await appendMessageToChat(uid, chatId, assistantMessage);
+          await updateChatThread(uid, chatId, {
+            title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
+          });
+          await refreshRecentThreads();
+          return;
+        }
+
+        if (shouldForceStructuredOutfit) {
+          if (DEBUG_AURA_CLIENT) {
+            console.log("[AURA_INTENT]", "outfit generator route selected", {
+              detectedIntent: chatIntent,
+              outfitGeneratorCalled: true,
+              structuredBatch: shouldForceStructuredBatch,
+            });
+          }
+          const desiredLookCount = shouldForceStructuredBatch
+            ? resolveStructuredBatchLookCount(
+                prompt,
+                structuredBatchPrompt,
+                latestMessagesRef.current,
+              )
+            : 1;
           if (DEBUG_AURA_CLIENT) {
             console.log("[AURA_MULTI]", "frontend structured batch request", {
               prompt,
-              structuredBatchPrompt,
+              structuredBatchPrompt: structuredOutfitPrompt,
               desiredLookCount,
               latestLookCount: latestAuraLookCount(latestMessagesRef.current),
             });
           }
-          if (promptRequestsOuterwear(structuredBatchPrompt) && !closetHasOuterwear(items)) {
+          if (promptRequestsOuterwear(structuredOutfitPrompt) && !closetHasOuterwear(items)) {
             const noOuterwearResponse: AuraResponse = {
               title: "No outerwear found",
               reply:
@@ -1127,18 +1433,23 @@ export default function AIScreen() {
             return;
           }
           const outfitBatch = await generateAuraSwipeBatch({
-            intentText: structuredBatchPrompt,
+            intentText: structuredOutfitPrompt,
             numOutfits: desiredLookCount,
             items,
+            excludeItemIds: outfitDiversity.excludedItemIds,
+            recentItemIds: outfitDiversity.recentItemIds,
+            previousLookItemIds: outfitDiversity.previousLookItemIds,
+            previousLookSignatures: outfitDiversity.previousLookSignatures,
+            maxOverlap: outfitDiversity.maxOverlap,
           });
-          const batchResponse = buildAuraResponseFromSwipeBatch(outfitBatch, {
-            prompt: structuredBatchPrompt,
+          const batchResponse = enforceClientOutfitDiversity(buildAuraResponseFromSwipeBatch(outfitBatch, {
+            prompt: structuredOutfitPrompt,
             items,
-          });
+          }), outfitDiversity);
           if (DEBUG_AURA_CLIENT) {
             console.log("[AURA_MULTI]", "frontend batch fallback response", {
               prompt,
-              structuredBatchPrompt,
+              structuredBatchPrompt: structuredOutfitPrompt,
               lookOptionsCount: batchResponse.lookOptions?.length ?? 0,
               lookTitles: batchResponse.lookOptions?.map((look) => look.lookTitle) ?? [],
             });
@@ -1151,7 +1462,7 @@ export default function AIScreen() {
             replyToMessageId: userMessage.id,
             streaming: false,
           }, {
-            userRequest: structuredBatchPrompt,
+            userRequest: structuredOutfitPrompt,
           });
           logAuraChatState("message_created", {
             messageId: assistantMessage.id,
@@ -1232,6 +1543,12 @@ export default function AIScreen() {
         streamAbortControllerRef.current = streamAbortController;
         setMessages(orderChatMessages([...nextLocalMessages, streamingMessage]));
 
+        if (DEBUG_AURA_CLIENT) {
+          console.log("[AURA_INTENT]", "stream stylist route selected", {
+            detectedIntent: chatIntent,
+            outfitGeneratorCalled: false,
+          });
+        }
         const result = await askAuraStream(
           {
             message: prompt,
@@ -1241,6 +1558,7 @@ export default function AIScreen() {
             clientIntent: imageIntent,
             clientContext: {
               minimumCloset: minimumClosetSummary,
+              outfitDiversity,
             },
           },
           {
@@ -1294,12 +1612,18 @@ export default function AIScreen() {
             intentText: structuredBatchPrompt,
             numOutfits: desiredLookCount,
             items,
+            excludeItemIds: outfitDiversity.excludedItemIds,
+            recentItemIds: outfitDiversity.recentItemIds,
+            previousLookItemIds: outfitDiversity.previousLookItemIds,
+            previousLookSignatures: outfitDiversity.previousLookSignatures,
+            maxOverlap: outfitDiversity.maxOverlap,
           });
           finalResult = buildAuraResponseFromSwipeBatch(outfitBatch, {
             prompt: structuredBatchPrompt,
             items,
           });
         }
+        finalResult = enforceClientOutfitDiversity(finalResult, outfitDiversity);
         const elapsed = Date.now() - startedAt;
         if (elapsed < 300) {
           await new Promise((resolve) => setTimeout(resolve, 300 - elapsed));
@@ -1456,6 +1780,13 @@ export default function AIScreen() {
     ]
   );
 
+  const handleComposerSend = React.useCallback(async () => {
+    if (recordingAudio) {
+      await stopVoiceInput({ discardTranscript: true });
+    }
+    await handleAsk();
+  }, [handleAsk, recordingAudio, stopVoiceInput]);
+
   const handleRetryAuraResponse = React.useCallback(
     (sourceMessage: AIMessage) => {
       if (loading) return;
@@ -1477,6 +1808,11 @@ export default function AIScreen() {
       void handleAsk(undefined, {
         retryUserMessage,
         removeMessageId: sourceMessage.id,
+        forceOutfitDiversity: true,
+        diversityMessages:
+          sourceIndex >= 0
+            ? currentMessages.slice(0, sourceIndex + 1)
+            : currentMessages,
       });
     },
     [handleAsk, latestMessagesRef, loading],
@@ -1599,7 +1935,7 @@ export default function AIScreen() {
           if (first?.itemId) {
             router.push({
               pathname: "/(tabs)/add",
-              params: { editId: first.itemId },
+              params: { editId: first.itemId, sourceItemId: first.itemId, sourceRoute: "/(tabs)/ai" },
             });
           }
           return;
@@ -1742,7 +2078,7 @@ export default function AIScreen() {
   const isComposerActive = isComposerFocused || keyboardHeight > 0;
   const keyboardComposerBottom =
     keyboardHeight > 0
-      ? Math.max(12, keyboardHeight + (Platform.OS === "ios" ? 8 : 4))
+      ? Math.max(12, keyboardHeight + (Platform.OS === "ios" ? 10 : 6))
       : 0;
   const composerBottom = keyboardHeight > 0 ? keyboardComposerBottom : restingComposerBottom;
   const closedDockStackInset =
@@ -1751,8 +2087,119 @@ export default function AIScreen() {
     composerBottom + composerHeight,
     closedDockStackInset + composerHeight,
   ) + CHAT_BOTTOM_BREATHING_ROOM;
+  const lastMessageIdForFocus = orderedMessages[orderedMessages.length - 1]?.id ?? "empty";
+  const focusScrollKey = `${activeChatId ?? "new"}:${lastMessageIdForFocus}:${orderedMessages.length}`;
+  const chatAutoScrollReady = chatBottomInset > 0 && composerHeight > 0 && layout.height > 0;
+
+  useEffect(() => {
+    if (loading || !focusMessageId) return;
+    const timer = setTimeout(() => setFocusMessageId(null), 240);
+    return () => clearTimeout(timer);
+  }, [focusMessageId, loading]);
+
+  const enforceAuraSessionWindow = React.useCallback(async () => {
+    if (!uid) return;
+    const session = await loadAuraChatSessionMeta(uid);
+    if (activeChatId) {
+      if (session && !isAuraChatSessionFresh(session)) {
+        setMessage("");
+        setPendingAttachments([]);
+        setMessages([]);
+        setFocusMessageId(null);
+        setActiveChatId(null);
+        setQuickChips(DEFAULT_CHIPS);
+        await saveAuraChatSessionMeta(uid, null);
+        return;
+      }
+      await saveAuraChatSessionMeta(uid, activeChatId);
+      return;
+    }
+    if (orderedMessages.length === 0) {
+      await saveAuraChatSessionMeta(uid, null);
+    }
+  }, [
+    activeChatId,
+    orderedMessages.length,
+    setActiveChatId,
+    setMessage,
+    setMessages,
+    setPendingAttachments,
+    setQuickChips,
+    uid,
+  ]);
+
+  useFocusEffect(
+    React.useCallback(() => {
+      let cancelled = false;
+      void (async () => {
+        await enforceAuraSessionWindow();
+        if (cancelled) return;
+      })();
+      return () => {
+        cancelled = true;
+      };
+    }, [enforceAuraSessionWindow]),
+  );
+
+  useEffect(() => {
+    const subscription = AppState.addEventListener("change", (state) => {
+      if (state === "active") {
+        void enforceAuraSessionWindow();
+      }
+    });
+    return () => subscription.remove();
+  }, [enforceAuraSessionWindow]);
+
+  useFocusEffect(
+    React.useCallback(() => {
+      let cancelled = false;
+      const scheduleScroll = () => {
+        if (cancelled || !chatAutoScrollReady) return;
+        void focusScrollKey;
+        requestAnimationFrame(() => {
+          if (!cancelled) setFocusScrollSignal((value) => value + 1);
+        });
+      };
+      const firstTimer = setTimeout(scheduleScroll, 90);
+      const secondTimer = setTimeout(scheduleScroll, 220);
+      const finalTimer = setTimeout(scheduleScroll, 520);
+      return () => {
+        cancelled = true;
+        clearTimeout(firstTimer);
+        clearTimeout(secondTimer);
+        clearTimeout(finalTimer);
+      };
+    }, [chatAutoScrollReady, focusScrollKey])
+  );
+
+  const handleChatRefresh = React.useCallback(async () => {
+    if (!uid || chatRefreshing) return;
+    setChatRefreshing(true);
+    const startedAt = Date.now();
+    try {
+      await refreshRecentThreads();
+      if (activeChatId) {
+        const threadMessages = await loadChatMessages(uid, activeChatId);
+        setMessages(orderChatMessages(threadMessages));
+        await saveLatestChatCache(uid, activeChatId, null, threadMessages);
+        await saveAuraChatSessionMeta(uid, activeChatId);
+      }
+      setFocusScrollSignal((value) => value + 1);
+    } catch {
+      Toast.error("Refresh failed", "AURA could not refresh this chat just now.");
+    } finally {
+      const remaining = Math.max(0, 450 - (Date.now() - startedAt));
+      setTimeout(() => setChatRefreshing(false), remaining);
+    }
+  }, [
+    activeChatId,
+    chatRefreshing,
+    refreshRecentThreads,
+    setMessages,
+    uid,
+  ]);
   const showEmptyState = orderedMessages.length === 0 && !loading && !isBooting && !message.trim();
-  const showKeyboardWatermark = keyboardHeight > 0 && orderedMessages.length < 2;
+  const showKeyboardWatermark = keyboardHeight > 0 && orderedMessages.length < 2 && !showEmptyState;
   const visibleHeroChips = AURA_TOP_CHIPS;
   const emptyChatState = useMemo(
     () =>
@@ -1808,14 +2255,12 @@ export default function AIScreen() {
         onOpenRecent={() => setChatDrawerOpen(true)}
         onReset={() => {
           setMessage("");
+          setPendingAttachments([]);
           setMessages([]);
-          if (uid && activeChatId) {
-            void clearCachedRecentMessages(uid, activeChatId);
-          }
           setActiveChatId(null);
           setQuickChips(DEFAULT_CHIPS);
           if (uid) {
-            void clearLatestChatCache(uid);
+            void saveAuraChatSessionMeta(uid, null);
           }
         }}
       />
@@ -1845,6 +2290,8 @@ export default function AIScreen() {
           autoScrollSignal={focusScrollSignal}
           focusMessageId={focusMessageId}
           emptyState={emptyChatState}
+          refreshing={chatRefreshing}
+          onRefresh={handleChatRefresh}
           onSaveOutfit={handleSaveOutfitFromLegacyMessage}
           onMoreLikeThis={handleMoreLikeThisFromLegacyMessage}
           onSwapOutfit={handleSwapFromLegacyMessage}
@@ -1855,23 +2302,23 @@ export default function AIScreen() {
           onRetryAuraResponse={handleRetryAuraResponse}
           />
           {showKeyboardWatermark ? (
-            <Text
+            <View
               pointerEvents="none"
               style={{
                 position: "absolute",
-                left: 0,
-                right: 0,
+                alignSelf: "center",
                 bottom: chatBottomInset + 20,
-                textAlign: "center",
-                color: colors.text,
-                opacity: 0.06,
-                fontSize: 24,
-                letterSpacing: 8,
-                fontWeight: "900",
+                width: 58,
+                height: 58,
+                opacity: 0.055,
               }}
             >
-              AURA
-            </Text>
+              <Image
+                source={AURA_LOGO_SOURCE}
+                resizeMode="contain"
+                style={{ width: "100%", height: "100%" }}
+              />
+            </View>
           ) : null}
         </View>
 
@@ -1886,7 +2333,7 @@ export default function AIScreen() {
         onChangeText={setMessage}
         onFocusChange={setIsComposerFocused}
         onHeightChange={setComposerHeight}
-        onSend={() => void handleAsk()}
+        onSend={() => void handleComposerSend()}
         onStop={hasStreamingMessage ? handleStopGenerating : undefined}
         onPickImages={() => void handlePickImages()}
         onTakePhoto={() => void handleTakePhoto()}
@@ -1916,11 +2363,13 @@ export default function AIScreen() {
             setMessages(orderChatMessages(cachedMessages.data));
             setActiveChatId(thread.chatId);
           }
+          await saveAuraChatSessionMeta(uid, thread.chatId);
           const threadMessages = await loadChatMessages(uid, thread.chatId);
           const orderedThreadMessages = orderChatMessages(threadMessages);
           setMessages(orderedThreadMessages);
           setActiveChatId(thread.chatId);
           await saveLatestChatCache(uid, thread.chatId, thread.threadId, orderedThreadMessages);
+          await saveAuraChatSessionMeta(uid, thread.chatId);
           setChatDrawerOpen(false);
         }}
         />
diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index e0ba23b..291a165 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -686,6 +686,9 @@ function auraLinkErrorMessage(error: unknown) {
   if (error instanceof ProductLinkError) {
     if (error.code === "invalid_url") return "That product link does not look valid.";
     if (error.code === "unsafe_url") return "I cannot fetch that kind of link.";
+    if (error.code === "blocked_store") {
+      return "This store blocked automatic reading. Try another link or upload a screenshot/photo of the item.";
+    }
     if (error.code === "fetch_failed") {
       return "I couldn't read that product link. Try another link or upload a photo.";
     }
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index db443b0..c1af056 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -10,9 +10,7 @@ import {
   candidatesFromProductExtractions,
   extractImageCandidates,
   fallbackImageCandidates,
-  productCategoryHintsFromText,
   rankProductExtractionImages,
-  rankProductLinkImages,
   type AuraCandidateItem,
 } from "./shared/auraCandidatePreview";
 import { classifyAuraLinkIntent, extractUrlsFromText } from "./shared/auraLinkIntent";
@@ -32,7 +30,6 @@ import {
   ProductLinkError,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
-import { redactUrlForLogs } from "./shared/safeFetch";
 import {
   attachmentContextText,
   buildAuraVisionImageInputs,
@@ -55,11 +52,20 @@ import {
   writeTextDelta,
   type AuraStreamWriter,
 } from "./shared/auraStreamSse";
+import {
+  buildUrlCandidatePreview,
+  isHmProductUrl,
+  type AuraLinkPreview,
+} from "./shared/auraUrlCandidatePreview";
 
 const db = getFirestore();
 const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
 const DEBUG_AURA_SPARSE =
   process.env.FUNCTIONS_EMULATOR === "true" || process.env.NODE_ENV !== "production";
+const DEBUG_AURA_DIVERSITY =
+  process.env.AURA_DEBUG === "1" ||
+  process.env.EXPO_PUBLIC_AURA_DEBUG === "1" ||
+  process.env.FUNCTIONS_EMULATOR === "true";
 
 function sanitizeUserInput(input: string): string {
   return input
@@ -93,6 +99,66 @@ function styleCoreNoteFromClientContext(value: unknown) {
   ].filter(Boolean).join(" ");
 }
 
+type ClientOutfitDiversityContext = {
+  shouldAvoidRepeats: boolean;
+  reason: "followup" | "multi_look" | "none";
+  recentItemIds: string[];
+  previousLookItemIds: string[];
+  excludedItemIds: string[];
+  previousLookSignatures: string[];
+  maxOverlap: number;
+};
+
+function cleanStringList(value: unknown, maxLength: number) {
+  if (!Array.isArray(value)) return [];
+  const seen = new Set<string>();
+  const out: string[] = [];
+  for (const entry of value) {
+    const text = String(entry ?? "").trim();
+    if (!text || seen.has(text)) continue;
+    seen.add(text);
+    out.push(text);
+    if (out.length >= maxLength) break;
+  }
+  return out;
+}
+
+function outfitDiversityFromClientContext(value: unknown): ClientOutfitDiversityContext | null {
+  const context = value && typeof value === "object"
+    ? (value as Record<string, unknown>).outfitDiversity
+    : null;
+  if (!context || typeof context !== "object") return null;
+  const raw = context as Record<string, unknown>;
+  const reason =
+    raw.reason === "followup" || raw.reason === "multi_look" || raw.reason === "none"
+      ? raw.reason
+      : "none";
+  return {
+    shouldAvoidRepeats: raw.shouldAvoidRepeats === true,
+    reason,
+    recentItemIds: cleanStringList(raw.recentItemIds, 36),
+    previousLookItemIds: cleanStringList(raw.previousLookItemIds, 12),
+    excludedItemIds: cleanStringList(raw.excludedItemIds, 24),
+    previousLookSignatures: cleanStringList(raw.previousLookSignatures, 12),
+    maxOverlap: Math.max(0, Math.min(3, Math.round(Number(raw.maxOverlap ?? 2)))),
+  };
+}
+
+function outfitDiversityPromptNote(context: ClientOutfitDiversityContext | null) {
+  if (!context?.shouldAvoidRepeats) return "No recent outfit exclusions.";
+  return [
+    "Outfit diversity guard:",
+    `- User is asking for ${context.reason === "followup" ? "another/different look" : "distinct multi-look options"}.`,
+    `- Previous look item IDs: ${context.previousLookItemIds.length ? context.previousLookItemIds.join(", ") : "none"}.`,
+    `- Recent session item IDs: ${context.recentItemIds.length ? context.recentItemIds.join(", ") : "none"}.`,
+    `- Excluded item IDs where possible: ${context.excludedItemIds.length ? context.excludedItemIds.join(", ") : "none"}.`,
+    `- Previous look signatures: ${context.previousLookSignatures.length ? context.previousLookSignatures.join(" / ") : "none"}.`,
+    `- Do not return an exact same piece combination. Avoid more than ${context.maxOverlap} overlapping closet item IDs with the previous look unless the closet is too limited.`,
+    "- Prefer changing the top/bottom/shoes anchors first. For safe/balanced/bold, each option needs a distinct anchor combination.",
+    "- If the closet is too limited, briefly say that meaningful variety is limited, but still change at least one anchor piece.",
+  ].join("\n");
+}
+
 type AuraResponse = {
   presentation: "chat" | "card" | "candidate_preview" | "outfit_analysis" | "laundry_confirmation";
   title: string;
@@ -159,14 +225,6 @@ type AuraResponse = {
   };
 };
 
-type AuraLinkPreview = {
-  sourceUrl: string;
-  title: string | null;
-  imageUrl: string | null;
-  imageUrls?: string[];
-  description: string | null;
-};
-
 function shortenLookReply(text: string) {
   const trimmed = String(text ?? "").trim();
   if (!trimmed) return trimmed;
@@ -386,6 +444,116 @@ function normalizeLookSurface(
   };
 }
 
+type AuraLookSurface = NonNullable<AuraResponse["look"]>;
+
+function itemIdsForAuraLook(look?: AuraLookSurface | null) {
+  return cleanStringList(
+    (look?.pieces ?? [])
+      .filter((piece) => piece.source === "closet")
+      .map((piece) => piece.itemId),
+    12,
+  );
+}
+
+function signatureForAuraLook(look?: AuraLookSurface | null) {
+  return itemIdsForAuraLook(look).sort().join("|");
+}
+
+function overlapWithPreviousLook(
+  look: AuraLookSurface,
+  diversity: ClientOutfitDiversityContext
+) {
+  const previous = new Set(diversity.previousLookItemIds);
+  return itemIdsForAuraLook(look).filter((itemId) => previous.has(itemId)).length;
+}
+
+function isTooSimilarToPrevious(
+  look: AuraLookSurface,
+  diversity: ClientOutfitDiversityContext
+) {
+  if (!diversity.shouldAvoidRepeats) return false;
+  const signature = signatureForAuraLook(look);
+  if (signature && diversity.previousLookSignatures.includes(signature)) return true;
+  return overlapWithPreviousLook(look, diversity) > diversity.maxOverlap;
+}
+
+function enforceOutfitDiversity(
+  response: AuraResponse,
+  diversity: ClientOutfitDiversityContext | null
+): AuraResponse {
+  if (!diversity?.shouldAvoidRepeats) return response;
+  const originalLooks = [
+    ...(response.lookOptions ?? []),
+    ...(response.look && !(response.lookOptions ?? []).includes(response.look) ? [response.look] : []),
+  ].filter(Boolean) as AuraLookSurface[];
+  if (!originalLooks.length) return response;
+
+  const selected: AuraLookSurface[] = [];
+  const selectedSignatures = new Set<string>();
+  const rejected = originalLooks.map((look) => {
+    const itemIds = itemIdsForAuraLook(look);
+    const signature = itemIds.slice().sort().join("|");
+    const previousOverlap = overlapWithPreviousLook(look, diversity);
+    const duplicateWithinResponse = !!signature && selectedSignatures.has(signature);
+    const tooSimilar = isTooSimilarToPrevious(look, diversity);
+    const selectedOverlapTooHigh =
+      selected.some((existing) => {
+        const existingIds = new Set(itemIdsForAuraLook(existing));
+        const overlap = itemIds.filter((itemId) => existingIds.has(itemId)).length;
+        return overlap > Math.max(1, diversity.maxOverlap);
+      });
+    const reject = duplicateWithinResponse || tooSimilar || selectedOverlapTooHigh;
+    if (!reject) {
+      selected.push(look);
+      if (signature) selectedSignatures.add(signature);
+    }
+    return {
+      title: look.lookTitle,
+      itemIds,
+      signature,
+      previousOverlap,
+      duplicateWithinResponse,
+      tooSimilar,
+      selectedOverlapTooHigh,
+      rejected: reject,
+    };
+  });
+
+  if (DEBUG_AURA_DIVERSITY) {
+    logger.info("[AURA_DIVERSITY] final look guard", {
+      previousItemIds: diversity.previousLookItemIds,
+      excludedItemIds: diversity.excludedItemIds,
+      recentItemIds: diversity.recentItemIds,
+      previousLookSignatures: diversity.previousLookSignatures,
+      maxOverlap: diversity.maxOverlap,
+      candidates: rejected,
+      selected: selected.map((look) => ({
+        title: look.lookTitle,
+        itemIds: itemIdsForAuraLook(look),
+        signature: signatureForAuraLook(look),
+        overlap: overlapWithPreviousLook(look, diversity),
+      })),
+    });
+  }
+
+  if (!selected.length) {
+    return {
+      ...fallbackAuraResponse("I need more usable pieces to make this meaningfully different."),
+      title: "More pieces needed",
+      presentation: "chat" as const,
+    };
+  }
+
+  if (response.lookOptions?.length) {
+    response.lookOptions = selected.slice(0, response.lookOptions.length);
+    response.look = response.lookOptions[0] ?? null;
+  } else if (response.look && selected[0]) {
+    response.look = selected[0];
+  }
+
+  return response;
+}
+
 function normalizeAuraResponse(
   response: AuraResponse,
   userMessage?: string,
@@ -422,7 +590,8 @@ function normalizeAuraResponse(
         vibeForThisSession?: string;
       } | null;
     } | null;
-  }
+  },
+  diversity?: ClientOutfitDiversityContext | null
 ) {
   const multiRequested = wantsMultipleLooks(userMessage ?? "");
   if (response.lookOptions?.length) {
@@ -528,7 +697,7 @@ function normalizeAuraResponse(
     });
   }
 
-  return response;
+  return enforceOutfitDiversity(response, diversity ?? null);
 }
 
 function fallbackAuraResponse(reply: string): AuraResponse {
@@ -590,23 +759,13 @@ function normalizeSuggestionItems(
     .slice(0, 3);
 }
 
-function isHmProductUrl(rawUrl?: string | null) {
-  try {
-    const url = new URL(String(rawUrl ?? ""));
-    const host = url.hostname.toLowerCase();
-    return (
-      (host === "hm.com" || host.endsWith(".hm.com")) &&
-      /\/productpage\.\d+\.html$/i.test(url.pathname)
-    );
-  } catch {
-    return false;
-  }
-}
-
 function auraLinkErrorMessage(error: unknown) {
   if (error instanceof ProductLinkError) {
     if (error.code === "invalid_url") return "That product link does not look valid.";
     if (error.code === "unsafe_url") return "I cannot fetch that kind of link.";
+    if (error.code === "blocked_store") {
+      return "This store blocked automatic reading. Try another link or upload a screenshot/photo of the item.";
+    }
     if (error.code === "fetch_failed") {
       return "I couldn't read that product link. Try another link or upload a photo.";
     }
@@ -656,54 +815,6 @@ function logStreamCandidateEmit(
   });
 }
 
-function mergeUrlMetadataIntoCandidate(
-  candidate: AuraCandidateItem,
-  metadata: Awaited<ReturnType<typeof extractProductUrlMetadata>> | AuraLinkPreview,
-): AuraCandidateItem {
-  const amount = "priceAmount" in metadata ? metadata.priceAmount ?? null : null;
-  const currency =
-    "priceCurrency" in metadata
-      ? metadata.priceCurrency ?? metadata.currency ?? null
-      : null;
-  const priceFields =
-    typeof amount === "number" && Number.isFinite(amount)
-      ? {
-          retailPrice: amount,
-          purchasePrice: amount,
-          estimatedValue: amount,
-          currency,
-          originalPrice: amount,
-          originalCurrency: currency,
-          priceSource: "product_link" as const,
-          priceDisplay:
-            "priceDisplay" in metadata
-              ? metadata.priceDisplay ?? metadata.price ?? null
-              : null,
-        }
-      : {};
-  return {
-    ...candidate,
-    candidateId: `url-${Date.now()}-0`,
-    imageUrls:
-      "imageUrls" in metadata && Array.isArray(metadata.imageUrls) && metadata.imageUrls.length
-        ? metadata.imageUrls
-        : metadata.imageUrl
-          ? [metadata.imageUrl]
-          : candidate.imageUrls,
-    title: candidate.title ?? metadata.title,
-    category: candidate.category ?? ("category" in metadata ? metadata.category ?? null : null),
-    subCategory: candidate.subCategory ?? ("subCategory" in metadata ? metadata.subCategory ?? null : null),
-    brand: candidate.brand ?? ("brand" in metadata ? metadata.brand ?? null : null),
-    confidence: candidate.confidence ?? ("confidence" in metadata ? metadata.confidence ?? null : null),
-    ...priceFields,
-    sourceType: "link",
-    sourceUrl: metadata.sourceUrl,
-    status: "status" in metadata && metadata.status === "needs_review"
-      ? "needs_review"
-      : "awaiting_confirmation",
-  };
-}
-
 function brandFromSourceUrl(sourceUrl?: string | null) {
   try {
     const host = new URL(String(sourceUrl ?? "")).hostname.replace(/^www\d*\./, "").toLowerCase();
@@ -717,22 +828,45 @@ function brandFromSourceUrl(sourceUrl?: string | null) {
   }
 }
 
-function cleanProductTitle(title?: string | null, brand?: string | null) {
-  let next = String(title ?? "").replace(/\s+/g, " ").trim();
-  next = next
-    .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
-    .replace(/\s*\|\s*Zara\s*$/i, "")
-    .replace(/\s*\|\s*Nike\s*$/i, "")
-    .replace(/^Men[’']s\s+/i, "")
-    .replace(/^Women[’']s\s+/i, "")
-    .replace(/^Ladies[’']?\s+/i, "")
-    .trim();
-  if (brand) {
-    next = next
-      .replace(new RegExp(`^${brand.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\s+`, "i"), "")
-      .trim();
+function isLikelyProductLinkForReview(sourceUrl?: string | null) {
+  try {
+    const url = new URL(String(sourceUrl ?? ""));
+    const host = url.hostname.toLowerCase();
+    if (
+      host.includes("amazon.") ||
+      host.endsWith("hm.com") ||
+      host.endsWith("zara.com") ||
+      host.endsWith("nike.com")
+    ) {
+      return true;
+    }
+    return /\b(product|productpage|pdp|item|dp|gp\/product)\b/i.test(url.pathname);
+  } catch {
+    return false;
+  }
+}
+
+function fallbackLinkPreviewFromUrl(sourceUrl: string): AuraLinkPreview | null {
+  if (!isLikelyProductLinkForReview(sourceUrl)) return null;
+  try {
+    const url = new URL(sourceUrl);
+    const brand = brandFromSourceUrl(sourceUrl);
+    const articleId = isHmProductUrl(sourceUrl)
+      ? url.pathname.match(/\/productpage\.(\d+)\.html$/i)?.[1] ?? null
+      : null;
+    const hostLabel = url.hostname.replace(/^www\d*\./i, "");
+    return {
+      sourceUrl: url.toString(),
+      title: brand ? `${brand} product link` : `${hostLabel} product link`,
+      imageUrl: null,
+      imageUrls: [],
+      description: articleId ? `Product ${articleId}` : null,
+      brand,
+      status: "needs_review",
+    };
+  } catch {
+    return null;
   }
-  return next || title || null;
 }
 
 function cleanPreviewText(value: unknown, maxLength = 500) {
@@ -830,117 +964,11 @@ async function emitUrlCandidatePreview(params: {
   uid: string;
   metadata: Awaited<ReturnType<typeof extractProductUrlMetadata>> | AuraLinkPreview;
 }) {
-  const rawImageUrls = [
-    ...("imageUrls" in params.metadata && Array.isArray(params.metadata.imageUrls)
-      ? params.metadata.imageUrls
-      : []),
-    params.metadata.imageUrl,
-  ].filter((url): url is string => !!url);
-  logger.info("[LINK_IMAGE_SOURCE] URL metadata image source", {
-    uid: params.uid,
-    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
-    rawImageCount: rawImageUrls.length,
-    rawImageUrls: rawImageUrls.slice(0, 6).map((url) => redactUrlForLogs(url)),
-  });
-  const rankedImages = await rankProductLinkImages({
+  const { data } = await buildUrlCandidatePreview({
     client: params.client,
-    imageUrls: rawImageUrls,
-    title: params.metadata.title,
-    description: params.metadata.description,
-    sourceUrl: params.metadata.sourceUrl,
-  });
-  const rankedImageUrls = rankedImages.map((image) => image.url);
-  const primaryImageUrl = rankedImageUrls[0] ?? null;
-  const titleHints = productCategoryHintsFromText(params.metadata.title, params.metadata.description);
-  logger.info("[LINK_EXTRACTION_TARGET]", {
-    uid: params.uid,
-    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
-    title: params.metadata.title,
-    description: params.metadata.description,
-    hintedCategory: titleHints.category,
-    hintedSubCategory: titleHints.subCategory,
-    chosenImage: redactUrlForLogs(primaryImageUrl),
-    chosenImageReasons: rankedImages[0]?.reasons ?? [],
-    rawImageCount: rawImageUrls.length,
-    rankedImageCount: rankedImageUrls.length,
-  });
-
-  let candidates = primaryImageUrl
-    ? await extractImageCandidates({
-        client: params.client,
-        imageGroups: [[primaryImageUrl]],
-      })
-    : [];
-  if (!candidates.length && primaryImageUrl) {
-    candidates = fallbackImageCandidates([[primaryImageUrl]]);
-  }
-  if (!candidates.length) {
-    candidates = [
-      {
-        candidateId: `url-${Date.now()}-0`,
-        imageUrls: [],
-        title: params.metadata.title,
-        category: null,
-        subCategory: null,
-        color: null,
-        brand: null,
-        material: null,
-        fit: null,
-        pattern: null,
-        confidence: null,
-        sourceType: "link",
-        sourceUrl: params.metadata.sourceUrl,
-        status: "awaiting_confirmation",
-      },
-    ];
-  }
-  const candidate = mergeUrlMetadataIntoCandidate(candidates[0], params.metadata);
-  const needsReview = "status" in params.metadata && params.metadata.status === "needs_review";
-  candidate.imageUrls = rankedImageUrls.length ? rankedImageUrls : candidate.imageUrls;
-  candidate.primaryImageUrl = candidate.imageUrls[0] ?? null;
-  candidate.secondaryImageUrls = candidate.imageUrls.slice(1);
-  logger.info("[LINK_IMAGE_REVIEW_SET]", {
-    uid: params.uid,
-    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
-    candidateId: candidate.candidateId,
-    primaryImageUrl: redactUrlForLogs(candidate.primaryImageUrl),
-    imageUrls: candidate.imageUrls.slice(0, 8).map((url) => redactUrlForLogs(url)),
-    secondaryImageUrls: candidate.secondaryImageUrls.slice(0, 8).map((url) => redactUrlForLogs(url)),
-  });
-  if (!needsReview) {
-    candidate.category = titleHints.category ?? candidate.category;
-    candidate.subCategory = titleHints.subCategory ?? candidate.subCategory;
-    candidate.brand = candidate.brand && !/^no brand$/i.test(candidate.brand)
-      ? candidate.brand
-      : brandFromSourceUrl(params.metadata.sourceUrl);
-  } else {
-    candidate.category = candidate.category ?? null;
-    candidate.subCategory = candidate.subCategory ?? null;
-    candidate.brand = candidate.brand ?? null;
-  }
-  candidate.title = cleanProductTitle(params.metadata.title ?? candidate.title, candidate.brand);
-  logger.info("[LINK_BRAND_NORMALIZE] candidate brand/title normalized", {
-    uid: params.uid,
-    sourceUrl: params.metadata.sourceUrl,
-    rawTitle: params.metadata.title,
-    savedBrand: candidate.brand,
-    savedTitle: candidate.title,
-  });
-  logger.info("[AURA_URL_TO_CANDIDATE] converted URL metadata to candidate", {
     uid: params.uid,
-    sourceUrl: params.metadata.sourceUrl,
-    imageUrl: params.metadata.imageUrl,
-    title: params.metadata.title,
-    candidateId: candidate.candidateId,
-    category: candidate.category,
-    subCategory: candidate.subCategory,
-    color: candidate.color,
-    brand: candidate.brand,
+    metadata: params.metadata,
   });
-  const data = candidatePreviewResponse([candidate]);
-  if (needsReview) {
-    data.reply = "I couldn’t fully read this item — review before adding";
-  }
   logger.info("[AURA_STREAM_PRE_EMIT] URL candidate final object", {
     uid: params.uid,
     branchChosen: "url_candidate_preview",
@@ -991,6 +1019,7 @@ export const askAuraStream = onRequest(
       const uid = decodedToken.uid;
       const userMessage = sanitizeUserInput(String(req.body?.message ?? ""));
       const styleCoreNote = styleCoreNoteFromClientContext(req.body?.clientContext);
+      const outfitDiversity = outfitDiversityFromClientContext(req.body?.clientContext);
       const attachments = await parseAuraAttachments(uid, req.body?.attachments);
       const clientIntent = typeof req.body?.clientIntent === "string" ? req.body.clientIntent : null;
       const linkIntent = classifyAuraLinkIntent(userMessage);
@@ -1028,6 +1057,17 @@ export const askAuraStream = onRequest(
         detectedUrlCount: detectedUrls.length,
         detectedDomains: detectedUrls.map((entry) => safeUrlHost(entry.normalized)),
         attachmentCount: attachments.length,
+        outfitDiversity: outfitDiversity
+          ? {
+              shouldAvoidRepeats: outfitDiversity.shouldAvoidRepeats,
+              reason: outfitDiversity.reason,
+              previousItemIds: outfitDiversity.previousLookItemIds,
+              excludedItemIds: outfitDiversity.excludedItemIds,
+              recentItemIds: outfitDiversity.recentItemIds,
+              previousLookSignatures: outfitDiversity.previousLookSignatures,
+              maxOverlap: outfitDiversity.maxOverlap,
+            }
+          : null,
         attachments: attachments.map((attachment) => ({
           type: attachment.type,
           role: attachment.role ?? null,
@@ -1130,8 +1170,13 @@ export const askAuraStream = onRequest(
         try {
           const metadata = await extractProductUrlMetadata(firstDetectedUrl);
           if (!metadata.imageUrl) {
-            const fallbackPreview = clientLinkPreview ?? hmClientFallback;
-            if (fallbackPreview?.imageUrl) {
+            const fallbackPreview =
+              clientLinkPreview ??
+              hmClientFallback ??
+              (metadata.title || metadata.description
+                ? { ...metadata, status: "needs_review" as const }
+                : fallbackLinkPreviewFromUrl(firstDetectedUrl));
+            if (fallbackPreview) {
               logger.info("[AURA_URL_METADATA] using client link preview after missing server image", {
                 uid,
                 urlHost: safeUrlHost(firstDetectedUrl),
@@ -1167,8 +1212,11 @@ export const askAuraStream = onRequest(
           });
           return;
         } catch (error) {
-          const fallbackPreview = clientLinkPreview ?? hmClientFallback;
-          if (fallbackPreview?.imageUrl) {
+          const fallbackPreview =
+            clientLinkPreview ??
+            hmClientFallback ??
+            fallbackLinkPreviewFromUrl(firstDetectedUrl);
+          if (fallbackPreview) {
             logger.info("[AURA_URL_METADATA] using client link preview after server fetch failure", {
               uid,
               urlHost: safeUrlHost(firstDetectedUrl),
@@ -1358,6 +1406,7 @@ export const askAuraStream = onRequest(
           `Aura context:\n${JSON.stringify(compactAuraContext, null, 2)}\n\n` +
           "Stylist brief:\nPersonalize lightly.\n\n" +
           `Style core note:\n${styleCoreNote || "None."}\n\n` +
+          `Outfit diversity:\n${outfitDiversityPromptNote(outfitDiversity)}\n\n` +
           `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
           "Product link context:\nNo product links.\n\n" +
           "Attachments:\nNone.\n\n" +
@@ -1476,6 +1525,7 @@ export const askAuraStream = onRequest(
         `Aura context:\n${JSON.stringify(auraContext, null, 2)}\n\n` +
         `Stylist brief:\n${auraContext.stylistBrief || "Personalize lightly."}\n\n` +
         `Style core note:\n${styleCoreNote || "None."}\n\n` +
+        `Outfit diversity:\n${outfitDiversityPromptNote(outfitDiversity)}\n\n` +
         `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
         `Product link context:\n${linkProductContext}\n\n` +
         `Attachments:\n${attachmentContextText(attachments)}\n\n` +
@@ -1706,7 +1756,7 @@ export const askAuraStream = onRequest(
         rawOwnedPiecesCount: parsed.ownedPieces?.length ?? 0,
         rawOutfitItemsCount: parsed.outfitItems?.length ?? 0,
       });
-      parsed = normalizeAuraResponse(parsed, userMessage, auraContext);
+      parsed = normalizeAuraResponse(parsed, userMessage, auraContext, outfitDiversity);
       logger.info("[AURA_MULTI] stream structured response normalized", {
         uid,
         multiRequested: wantsMultipleLooks(userMessage),
diff --git a/functions/src/shared/auraLinkIntent.ts b/functions/src/shared/auraLinkIntent.ts
index a1016e7..d6bf5f7 100644
--- a/functions/src/shared/auraLinkIntent.ts
+++ b/functions/src/shared/auraLinkIntent.ts
@@ -9,7 +9,7 @@ export type ExtractedUrl = {
   normalized: string;
 };
 
-const URL_RE = /\bhttps?:\/\/[^\s<>"')\]]+/gi;
+const URL_RE = /\b(?:https?:\/\/|www\d*\.)[^\s<>"')\]]+/gi;
 const TRAILING_PUNCTUATION_RE = /[.,!?;:]+$/;
 const ADD_RE =
   /\b(add|save|store|put|upload|log)\b[\s\S]{0,80}\b(closet|wardrobe|item|items|these|this|links?|all)\b|\b(add|save)\s+(this|these|all|item|items|links?)\b|\bput\s+(this|these|all|item|items|links?)\s+in\s+(my\s+)?(closet|wardrobe)\b/i;
@@ -22,7 +22,7 @@ export function extractUrlsFromText(text: string): ExtractedUrl[] {
   for (const match of matches) {
     const raw = match.replace(TRAILING_PUNCTUATION_RE, "");
     try {
-      const parsed = new URL(raw);
+      const parsed = new URL(/^https?:\/\//i.test(raw) ? raw : `https://${raw}`);
       if (parsed.protocol !== "http:" && parsed.protocol !== "https:") {
         continue;
       }
diff --git a/functions/src/shared/auraPrompt.ts b/functions/src/shared/auraPrompt.ts
index d1eeb01..0faff3e 100644
--- a/functions/src/shared/auraPrompt.ts
+++ b/functions/src/shared/auraPrompt.ts
@@ -125,6 +125,11 @@ Structured behavior:
 * Visual looks should feel like premium "complete the look" styling recommendations, not inventory dumps.
 * If the user asks for options, versions, or a range like safe / balanced / bold, prefer returning multiple visual looks instead of a long paragraph.
 * For safe / balanced / bold requests, make the three directions meaningfully different in risk level while still feeling like the same person.
+* If the request is "try again", "give me one more", "another one", or "different outfit", treat it as a request for a new outfit, not a repeat or explanation of the prior one.
+* When outfit diversity context is present, avoid the listed previous item IDs and exact look signatures where possible.
+* For another/different outfit, do not reuse the exact same outfit and avoid reusing more than 1-2 closet items from the previous look.
+* Prefer changing the top, bottom, and shoes combination before changing only accessories.
+* For safe / balanced / bold, each option must use a distinct piece combination. If the closet is limited, explain overlap briefly and still change at least one anchor piece.
 * If the user asks for multiple outfits, multiple options, several directions, or a numbered set like "three outfits", you must return structured multi-look output in lookOptions instead of prose-only recommendations.
 * For multi-look requests, do not collapse the answer into one look plus generic outfitItems/ownedPieces. The UI needs one full structured look per option.
 
diff --git a/package-lock.json b/package-lock.json
index 6dafa41..b2bb141 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -14,6 +14,7 @@
         "@react-native-async-storage/async-storage": "2.2.0",
         "@react-native-community/slider": "^5.0.1",
         "@react-native-google-signin/google-signin": "^16.1.2",
+        "@react-native-voice/voice": "^3.2.4",
         "@react-navigation/bottom-tabs": "^7.4.0",
         "@react-navigation/elements": "^2.6.3",
         "@react-navigation/native": "^7.1.26",
@@ -4262,6 +4263,207 @@
         }
       }
     },
+    "node_modules/@react-native-voice/voice": {
+      "version": "3.2.4",
+      "resolved": "https://registry.npmjs.org/@react-native-voice/voice/-/voice-3.2.4.tgz",
+      "integrity": "sha512-4i3IpB/W5VxCI7BQZO5Nr2VB0ecx0SLvkln2Gy29cAQKqgBl+1ZsCwUBChwHlPbmja6vA3tp/+2ADQGwB1OhHg==",
+      "deprecated": "This package is deprecated. Use expo-speech-recognition instead.",
+      "license": "MIT",
+      "dependencies": {
+        "@expo/config-plugins": "^2.0.0",
+        "invariant": "^2.2.4"
+      },
+      "peerDependencies": {
+        "react-native": ">= 0.60.2"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/@babel/code-frame": {
+      "version": "7.10.4",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.10.4.tgz",
+      "integrity": "sha512-vG6SvB6oYEhvgisZNFRmRCUkLz11c7rp+tbNTynGqc6mS1d5ATd/sGyV6W0KZZnXRKMTzZDRgQT3Ou9jhpAfUg==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/highlight": "^7.10.4"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/@expo/config-plugins": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/@expo/config-plugins/-/config-plugins-2.0.4.tgz",
+      "integrity": "sha512-JGt/X2tFr7H8KBQrKfbGo9hmCubQraMxq5sj3bqDdKmDOLcE1a/EDCP9g0U4GHsa425J8VDIkQUHYz3h3ndEXQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@expo/config-types": "^41.0.0",
+        "@expo/json-file": "8.2.30",
+        "@expo/plist": "0.0.13",
+        "debug": "^4.3.1",
+        "find-up": "~5.0.0",
+        "fs-extra": "9.0.0",
+        "getenv": "^1.0.0",
+        "glob": "7.1.6",
+        "resolve-from": "^5.0.0",
+        "slash": "^3.0.0",
+        "xcode": "^3.0.1",
+        "xml2js": "^0.4.23"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/@expo/config-types": {
+      "version": "41.0.0",
+      "resolved": "https://registry.npmjs.org/@expo/config-types/-/config-types-41.0.0.tgz",
+      "integrity": "sha512-Ax0pHuY5OQaSrzplOkT9DdpdmNzaVDnq9VySb4Ujq7UJ4U4jriLy8u93W98zunOXpcu0iiKubPsqD6lCiq0pig==",
+      "license": "MIT"
+    },
+    "node_modules/@react-native-voice/voice/node_modules/@expo/json-file": {
+      "version": "8.2.30",
+      "resolved": "https://registry.npmjs.org/@expo/json-file/-/json-file-8.2.30.tgz",
+      "integrity": "sha512-vrgGyPEXBoFI5NY70IegusCSoSVIFV3T3ry4tjJg1MFQKTUlR7E0r+8g8XR6qC705rc2PawaZQjqXMAVtV6s2A==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "~7.10.4",
+        "fs-extra": "9.0.0",
+        "json5": "^1.0.1",
+        "write-file-atomic": "^2.3.0"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/@expo/plist": {
+      "version": "0.0.13",
+      "resolved": "https://registry.npmjs.org/@expo/plist/-/plist-0.0.13.tgz",
+      "integrity": "sha512-zGPSq9OrCn7lWvwLLHLpHUUq2E40KptUFXn53xyZXPViI0k9lbApcR9KlonQZ95C+ELsf0BQ3gRficwK92Ivcw==",
+      "license": "MIT",
+      "dependencies": {
+        "base64-js": "^1.2.3",
+        "xmlbuilder": "^14.0.0",
+        "xmldom": "~0.5.0"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/fs-extra": {
+      "version": "9.0.0",
+      "resolved": "https://registry.npmjs.org/fs-extra/-/fs-extra-9.0.0.tgz",
+      "integrity": "sha512-pmEYSk3vYsG/bF651KPUXZ+hvjpgWYw/Gc7W9NFUe3ZVLczKKWIij3IKpOrQcdw4TILtibFslZ0UmR8Vvzig4g==",
+      "license": "MIT",
+      "dependencies": {
+        "at-least-node": "^1.0.0",
+        "graceful-fs": "^4.2.0",
+        "jsonfile": "^6.0.1",
+        "universalify": "^1.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/getenv": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/getenv/-/getenv-1.0.0.tgz",
+      "integrity": "sha512-7yetJWqbS9sbn0vIfliPsFgoXMKn/YMF+Wuiog97x+urnSRRRZ7xB+uVkwGKzRgq9CDFfMQnE9ruL5DHv9c6Xg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/glob": {
+      "version": "7.1.6",
+      "resolved": "https://registry.npmjs.org/glob/-/glob-7.1.6.tgz",
+      "integrity": "sha512-LwaxwyZ72Lk7vZINtNNrywX0ZuLyStrdDtabefZKAY5ZGJhVtgdznluResxNmPitE0SAO+O26sWTHeKSI2wMBA==",
+      "deprecated": "Old versions of glob are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me",
+      "license": "ISC",
+      "dependencies": {
+        "fs.realpath": "^1.0.0",
+        "inflight": "^1.0.4",
+        "inherits": "2",
+        "minimatch": "^3.0.4",
+        "once": "^1.3.0",
+        "path-is-absolute": "^1.0.0"
+      },
+      "engines": {
+        "node": "*"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/json5": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/json5/-/json5-1.0.2.tgz",
+      "integrity": "sha512-g1MWMLBiz8FKi1e4w0UyVL3w+iJceWAFBAaBnnGKOpNa5f8TLktkbre1+s6oICydWAm+HRUGTmI+//xv2hvXYA==",
+      "license": "MIT",
+      "dependencies": {
+        "minimist": "^1.2.0"
+      },
+      "bin": {
+        "json5": "lib/cli.js"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/jsonfile": {
+      "version": "6.2.1",
+      "resolved": "https://registry.npmjs.org/jsonfile/-/jsonfile-6.2.1.tgz",
+      "integrity": "sha512-zwOTdL3rFQ/lRdBnntKVOX6k5cKJwEc1HdilT71BWEu7J41gXIB2MRp+vxduPSwZJPWBxEzv4yH1wYLJGUHX4Q==",
+      "license": "MIT",
+      "dependencies": {
+        "universalify": "^2.0.0"
+      },
+      "optionalDependencies": {
+        "graceful-fs": "^4.1.6"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/jsonfile/node_modules/universalify": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/universalify/-/universalify-2.0.1.tgz",
+      "integrity": "sha512-gptHNQghINnc/vTGIk0SOFGFNXw7JVrlRUtConJRlvaw6DuX0wO5Jeko9sWrMBhh+PsYAZ7oXAiOnf/UKogyiw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10.0.0"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/universalify": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/universalify/-/universalify-1.0.0.tgz",
+      "integrity": "sha512-rb6X1W158d7pRQBg5gkR8uPaSfiids68LTJQYOtEUhoJUWBdaQHsuT/EUduxXYxcrt4r5PJ4fuHW1MHT6p0qug==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10.0.0"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/write-file-atomic": {
+      "version": "2.4.3",
+      "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-2.4.3.tgz",
+      "integrity": "sha512-GaETH5wwsX+GcnzhPgKcKjJ6M2Cq3/iZp1WyY/X1CSqrW+jVNM9Y7D8EC2sM4ZG/V8wZlSniJnCKWPmBYAucRQ==",
+      "license": "ISC",
+      "dependencies": {
+        "graceful-fs": "^4.1.11",
+        "imurmurhash": "^0.1.4",
+        "signal-exit": "^3.0.2"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/xml2js": {
+      "version": "0.4.23",
+      "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.4.23.tgz",
+      "integrity": "sha512-ySPiMjM0+pLDftHgXY4By0uswI3SPKLDw/i3UXbnO8M/p28zqexCUoPmQFrYD+/1BzhGJSs2i1ERWKJAtiLrug==",
+      "license": "MIT",
+      "dependencies": {
+        "sax": ">=0.6.0",
+        "xmlbuilder": "~11.0.0"
+      },
+      "engines": {
+        "node": ">=4.0.0"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/xml2js/node_modules/xmlbuilder": {
+      "version": "11.0.1",
+      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-11.0.1.tgz",
+      "integrity": "sha512-fDlsI/kFEx7gLvbecc0/ohLG50fugQp8ryHzMTuW9vSa1GJ0XYWKnhsUx7oie3G98+r56aTQIUB4kht42R3JvA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=4.0"
+      }
+    },
+    "node_modules/@react-native-voice/voice/node_modules/xmlbuilder": {
+      "version": "14.0.0",
+      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-14.0.0.tgz",
+      "integrity": "sha512-ts+B2rSe4fIckR6iquDjsKbQFK2NlUk6iG5nf14mDEyldgoc2nEKZ3jZWMPTxGQwVgToSjt6VGIho1H8/fNFTg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=8.0"
+      }
+    },
     "node_modules/@react-native/assets-registry": {
       "version": "0.81.5",
       "resolved": "https://registry.npmjs.org/@react-native/assets-registry/-/assets-registry-0.81.5.tgz",
@@ -5868,6 +6070,15 @@
       "integrity": "sha512-csOlWGAcRFJaI6m+F2WKdnMKr4HhdhFVBk0H/QbJFMCr+uO2kwohwXQPxw/9OCxp05r5ghVBFSyioixx3gfkNQ==",
       "license": "MIT"
     },
+    "node_modules/at-least-node": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/at-least-node/-/at-least-node-1.0.0.tgz",
+      "integrity": "sha512-+q/t7Ekv1EDY2l6Gda6LLiX14rU9TV20Wa3ofeQmwPFZbOMo9DXrLbOjFaaclkXKWidIaopwAObQDqwWtGUjqg==",
+      "license": "ISC",
+      "engines": {
+        "node": ">= 4.0.0"
+      }
+    },
     "node_modules/available-typed-arrays": {
       "version": "1.0.7",
       "resolved": "https://registry.npmjs.org/available-typed-arrays/-/available-typed-arrays-1.0.7.tgz",
@@ -8850,7 +9061,6 @@
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/find-up/-/find-up-5.0.0.tgz",
       "integrity": "sha512-78/PXT1wlLLDgTzDs7sjq9hzz0vXD+zn+7wypEe4fXQxCmdmqfGsEPQxmiCSQI3ajFV91bVSsvNtrJRiW6nGng==",
-      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "locate-path": "^6.0.0",
@@ -10916,7 +11126,6 @@
       "version": "6.0.0",
       "resolved": "https://registry.npmjs.org/locate-path/-/locate-path-6.0.0.tgz",
       "integrity": "sha512-iPZK6eYjbxRu3uB4/WZ3EsEIMJFMqAoopl3R+zuq0UjcAm/MO6KCweDgPfP3elTztoKP3KtnVHxTn2NHBSDVUw==",
-      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "p-locate": "^5.0.0"
@@ -12280,7 +12489,6 @@
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/p-locate/-/p-locate-5.0.0.tgz",
       "integrity": "sha512-LaNjtRWUBY++zB5nE/NwcaoMylSPk+S+ZHNB1TzdbMJMny6dynpAGt7X/tl/QYq3TIeE6nxHppbo2LGymrG5Pw==",
-      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "p-limit": "^3.0.2"
@@ -15854,6 +16062,15 @@
         "node": ">=8.0"
       }
     },
+    "node_modules/xmldom": {
+      "version": "0.5.0",
+      "resolved": "https://registry.npmjs.org/xmldom/-/xmldom-0.5.0.tgz",
+      "integrity": "sha512-Foaj5FXVzgn7xFzsKeNIde9g6aFBxTPi37iwsno8QvApmtg7KYrr+OPyRHcJF7dud2a5nGRBXK3n0dL62Gf7PA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10.0.0"
+      }
+    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
diff --git a/package.json b/package.json
index f09166e..70735c6 100644
--- a/package.json
+++ b/package.json
@@ -16,6 +16,7 @@
     "@react-native-async-storage/async-storage": "2.2.0",
     "@react-native-community/slider": "^5.0.1",
     "@react-native-google-signin/google-signin": "^16.1.2",
+    "@react-native-voice/voice": "^3.2.4",
     "@react-navigation/bottom-tabs": "^7.4.0",
     "@react-navigation/elements": "^2.6.3",
     "@react-navigation/native": "^7.1.26",
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index 8485a7d..354cfa2 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -1,3 +1,4 @@
+import { BlurView } from "expo-blur";
 import React from "react";
 import { Animated, ScrollView, StyleSheet, Text, View } from "react-native";
 
@@ -5,10 +6,10 @@ import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
-const TOP_CHIP_HEIGHT = 28;
-const TOP_CHIP_RADIUS = 14;
-const TOP_CHIP_GAP = 6;
-const TOP_CHIP_HORIZONTAL_PADDING = 10;
+const TOP_CHIP_HEIGHT = 36;
+const TOP_CHIP_RADIUS = 999;
+const TOP_CHIP_GAP = 7;
+const TOP_CHIP_HORIZONTAL_PADDING = 12;
 
 const DEFAULT_CHIPS = [
   "What should I wear today?",
@@ -35,7 +36,7 @@ export default function AuraQuickChips({
     <ScrollView
       horizontal
       showsHorizontalScrollIndicator={false}
-      contentContainerStyle={{ gap: TOP_CHIP_GAP, paddingHorizontal: 18, paddingRight: 20 }}
+      contentContainerStyle={{ gap: TOP_CHIP_GAP, paddingHorizontal: 16, paddingRight: 18 }}
     >
       {source.map((item, index) =>
         typeof item === "string" ? (
@@ -91,7 +92,7 @@ function ChipCard({
           width: 164,
           minHeight: 46,
           borderRadius: 15,
-          backgroundColor: colors.surfaceSoft,
+          backgroundColor: colors.chipBackground,
           borderWidth: 1,
           borderColor: colors.border,
           paddingHorizontal: 10,
@@ -167,22 +168,33 @@ function Chip({
           paddingHorizontal: TOP_CHIP_HORIZONTAL_PADDING,
           paddingVertical: 0,
           borderRadius: TOP_CHIP_RADIUS,
-          backgroundColor: isTrainingChip ? colors.purpleSurface : colors.surfaceSoft,
+          backgroundColor: isTrainingChip ? "rgba(72,36,76,0.44)" : "rgba(31,9,48,0.34)",
           borderWidth: StyleSheet.hairlineWidth,
-          borderColor: isTrainingChip ? colors.purpleBorder : colors.border,
+          borderColor: isTrainingChip ? "rgba(251,228,216,0.18)" : "rgba(251,228,216,0.09)",
+          overflow: "hidden",
         }}
       >
+        <BlurView intensity={16} tint="dark" style={StyleSheet.absoluteFill} />
+        <View
+          pointerEvents="none"
+          style={[
+            StyleSheet.absoluteFill,
+            {
+              backgroundColor: isTrainingChip ? "rgba(223,182,178,0.035)" : "rgba(251,228,216,0.012)",
+            },
+          ]}
+        />
         <View style={{ flexDirection: "row", alignItems: "center", gap: 6 }}>
           {isTrainingChip ? (
             <View
               style={{
-                width: 5,
-                height: 5,
+                width: 4.5,
+                height: 4.5,
                 borderRadius: 999,
-                backgroundColor: colors.lightPurple,
-                shadowColor: colors.softPurple,
-                shadowOpacity: 0.45,
-                shadowRadius: 6,
+                backgroundColor: colors.ctaCream,
+                shadowColor: colors.ctaCream,
+                shadowOpacity: 0.2,
+                shadowRadius: 4,
                 shadowOffset: { width: 0, height: 0 },
               }}
             />
@@ -191,9 +203,10 @@ function Chip({
             numberOfLines={1}
             ellipsizeMode="tail"
             style={{
-              color: isTrainingChip ? colors.lightPurple : colors.textSecondary,
-              fontSize: 10.5,
-              fontWeight: "700",
+              color: isTrainingChip ? colors.ctaCream : "rgba(251,228,216,0.72)",
+              fontSize: 11.5,
+              lineHeight: 16,
+              fontWeight: "800",
               fontFamily: Fonts.sans,
             }}
           >
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index e55d44f..dc8057c 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -17,6 +17,7 @@ import {
 } from "@/src/constants/auraControls";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { formatMoney } from "@/src/lib/currency";
 import { runHaptic } from "@/src/lib/haptics";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -1006,18 +1007,24 @@ function CandidateCard({
   const disabled = candidate.status === "added" || candidate.status === "cancelled";
   const title =
     sanitizeDisplayText(candidate.title ?? "") ||
-    [candidate.color, candidate.subCategory ?? candidate.category].filter(Boolean).join(" ") ||
+    [candidate.displayColor ?? candidate.color, candidate.subCategory ?? candidate.category].filter(Boolean).join(" ") ||
     "Item preview";
-  const fields = [
-    ["Category", candidate.category],
-    ["Subcategory", candidate.subCategory],
-    ["Color", candidate.color],
-    ["Brand", candidate.brand],
-    ["Material", candidate.material],
+  const priceText =
+    candidate.priceDisplay ??
+    (typeof candidate.salePrice === "number"
+      ? formatMoney(candidate.salePrice, candidate.currency)
+      : typeof candidate.estimatedValue === "number"
+        ? formatMoney(candidate.estimatedValue, candidate.currency)
+        : null);
+  const categoryLabel = displayCategory(candidate.category, candidate.subCategory);
+  const chipFields = [
+    ["Category", candidate.category ? categoryLabel : null],
+    ["Color", candidate.displayColor ?? candidate.color],
     ["Fit", candidate.fit],
+    ["Material", candidate.material ?? candidate.materials?.[0]],
     ["Pattern", candidate.pattern],
-  ].filter((entry): entry is [string, string] => !!entry[1]);
-  const categoryLabel = displayCategory(candidate.category, candidate.subCategory);
+    ["Price", priceText && !candidate.priceDisplay ? priceText : null],
+  ].filter((entry): entry is [string, string] => !!entry[1]).slice(0, 6);
   const needsReview = candidate.status === "needs_review";
   const previewImageUrl = candidate.primaryImageUrl ?? candidate.imageUrls[0] ?? "";
 
@@ -1035,18 +1042,35 @@ function CandidateCard({
       }}
     >
       <View style={{ flexDirection: "row", gap: 10 }}>
-        <AppImage
-          source={{ uri: previewImageUrl }}
-          style={{
-            width: 76,
-            height: 94,
-            borderRadius: 12,
-            backgroundColor: colors.boardLight,
-            borderWidth: CHIP_BORDER_WIDTH,
-            borderColor: colors.borderWarm,
-          }}
-          resizeMode="cover"
-        />
+        {previewImageUrl ? (
+          <AppImage
+            source={{ uri: previewImageUrl }}
+            style={{
+              width: 76,
+              height: 94,
+              borderRadius: 12,
+              backgroundColor: colors.boardLight,
+              borderWidth: CHIP_BORDER_WIDTH,
+              borderColor: colors.borderWarm,
+            }}
+            resizeMode="cover"
+          />
+        ) : (
+          <View
+            style={{
+              width: 76,
+              height: 94,
+              borderRadius: 12,
+              backgroundColor: colors.boardLight,
+              borderWidth: CHIP_BORDER_WIDTH,
+              borderColor: colors.borderWarm,
+              alignItems: "center",
+              justifyContent: "center",
+            }}
+          >
+            <Ionicons name="link-outline" size={24} color={auraTheme.textMuted} />
+          </View>
+        )}
         <View style={{ flex: 1, gap: 6, minWidth: 0 }}>
           <View style={{ gap: 3 }}>
             <Text
@@ -1061,6 +1085,20 @@ function CandidateCard({
             >
               {title}
             </Text>
+            {[candidate.brand, priceText].filter(Boolean).length ? (
+              <Text
+                style={{
+                  color: colors.textSecondary,
+                  fontSize: 12,
+                  lineHeight: 16,
+                  fontWeight: "700",
+                  fontFamily: Fonts.sans,
+                }}
+                numberOfLines={1}
+              >
+                {[sanitizeDisplayText(candidate.brand ?? ""), sanitizeDisplayText(priceText ?? "")].filter(Boolean).join(" • ")}
+              </Text>
+            ) : null}
             <Text
               style={{
                 color: auraTheme.textMuted,
@@ -1092,7 +1130,7 @@ function CandidateCard({
             </Text>
           ) : null}
           <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 5 }}>
-            {fields.slice(0, 6).map(([label, value]) => (
+            {chipFields.map(([label, value]) => (
               <View
                 key={`${candidate.candidateId}-${label}`}
                 style={{
@@ -1103,7 +1141,7 @@ function CandidateCard({
                 }}
               >
                 <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "700" }}>
-                  {label}: <Text style={{ color: colors.text }}>{label === "Category" ? categoryLabel : sanitizeDisplayText(value)}</Text>
+                  {label}: <Text style={{ color: colors.text }}>{sanitizeDisplayText(value)}</Text>
                 </Text>
               </View>
             ))}
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index 2699f12..ce578fb 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -1,5 +1,5 @@
 import React, { useCallback, useEffect, useMemo, useRef } from "react";
-import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, Text, View } from "react-native";
+import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, RefreshControl, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -80,9 +80,9 @@ function TypingBubble({ colors }: { colors: AppColors }) {
           borderRadius: 18,
           paddingHorizontal: 12,
           paddingVertical: 9,
-          backgroundColor: "rgba(255,255,255,0.032)",
+          backgroundColor: colors.surfaceGlass,
           borderWidth: 0.75,
-          borderColor: "rgba(255,255,255,0.07)",
+          borderColor: colors.border,
           flexDirection: "row",
           alignItems: "center",
           gap: 8,
@@ -120,6 +120,8 @@ export default function ChatList({
   autoScrollSignal = 0,
   focusMessageId,
   emptyState,
+  refreshing = false,
+  onRefresh,
   onSaveOutfit,
   onMoreLikeThis,
   onSwapOutfit,
@@ -139,6 +141,8 @@ export default function ChatList({
   autoScrollSignal?: number;
   focusMessageId?: string | null;
   emptyState?: React.ReactElement;
+  refreshing?: boolean;
+  onRefresh?: () => void;
   onSaveOutfit: (outfitId: string) => void;
   onMoreLikeThis: (outfit: import("./chatTypes").ChatOutfit) => void;
   onSwapOutfit: (outfit: import("./chatTypes").ChatOutfit) => void;
@@ -164,6 +168,9 @@ export default function ChatList({
   const scrollToIndexRetryRef = useRef<ReturnType<typeof setTimeout> | null>(null);
   const focusAnchorReleaseTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
   const lastAutoScrollKeyRef = useRef<string | null>(null);
+  const lastInsetScrollKeyRef = useRef<string | null>(null);
+  const dismissedFocusMessageIdRef = useRef<string | null>(null);
+  const loadingRef = useRef(loading);
   const [listViewportHeight, setListViewportHeight] = React.useState(0);
   const [activeFocusAnchorId, setActiveFocusAnchorId] = React.useState<string | null>(null);
   const messageCount = messages.length;
@@ -174,11 +181,11 @@ export default function ChatList({
     () => (focusMessageId ? messages.findIndex((message) => message.id === focusMessageId) : -1),
     [focusMessageId, messages],
   );
+  const hasFocusedMessage = !!focusMessageId && focusedMessageIndex >= 0;
   const isFocusAnchoring =
-    !!focusMessageId &&
-    activeFocusAnchorId === focusMessageId &&
-    focusedMessageIndex >= 0 &&
-    loading;
+    hasFocusedMessage &&
+    loading &&
+    dismissedFocusMessageIdRef.current !== focusMessageId;
   const focusAnchorSpacer = isFocusAnchoring
     ? Math.max(contentBottomPadding, listViewportHeight * FOCUS_ANCHOR_SPACER_RATIO, FOCUS_ANCHOR_MIN_SPACER)
     : 0;
@@ -221,12 +228,13 @@ export default function ChatList({
   const handleScrollBeginDrag = useCallback(() => {
     userInteractingRef.current = true;
     focusAnchorActiveRef.current = false;
+    dismissedFocusMessageIdRef.current = focusMessageId ?? activeFocusAnchorId;
     if (focusAnchorReleaseTimerRef.current) {
       clearTimeout(focusAnchorReleaseTimerRef.current);
       focusAnchorReleaseTimerRef.current = null;
     }
     setActiveFocusAnchorId(null);
-  }, []);
+  }, [activeFocusAnchorId, focusMessageId]);
 
   const handleScrollEndDrag = useCallback(() => {
     userInteractingRef.current = false;
@@ -235,17 +243,22 @@ export default function ChatList({
   const handleMomentumScrollBegin = useCallback(() => {
     userInteractingRef.current = true;
     focusAnchorActiveRef.current = false;
+    dismissedFocusMessageIdRef.current = focusMessageId ?? activeFocusAnchorId;
     if (focusAnchorReleaseTimerRef.current) {
       clearTimeout(focusAnchorReleaseTimerRef.current);
       focusAnchorReleaseTimerRef.current = null;
     }
     setActiveFocusAnchorId(null);
-  }, []);
+  }, [activeFocusAnchorId, focusMessageId]);
 
   const handleMomentumScrollEnd = useCallback(() => {
     userInteractingRef.current = false;
   }, []);
 
+  useEffect(() => {
+    loadingRef.current = loading;
+  }, [loading]);
+
   useEffect(() => {
     return () => {
       if (streamingScrollTimerRef.current) {
@@ -291,6 +304,7 @@ export default function ChatList({
 
   useEffect(() => {
     if (!focusMessageId || focusedMessageIndex < 0) return;
+    dismissedFocusMessageIdRef.current = null;
     focusAnchorActiveRef.current = true;
     shouldFollowRef.current = false;
     setActiveFocusAnchorId(focusMessageId);
@@ -299,11 +313,17 @@ export default function ChatList({
     }
     const focusTimer = setTimeout(() => scrollToFocusedMessage(focusedMessageIndex, true), 50);
     focusAnchorReleaseTimerRef.current = setTimeout(() => {
+      if (loadingRef.current) return;
       focusAnchorActiveRef.current = false;
       focusAnchorReleaseTimerRef.current = null;
+      if (!userInteractingRef.current) {
+        shouldFollowRef.current = true;
+        setActiveFocusAnchorId(null);
+        scrollToBottom(false);
+      }
     }, FOCUS_ANCHOR_LOCK_MS);
     return () => clearTimeout(focusTimer);
-  }, [focusMessageId, focusedMessageIndex, scrollToFocusedMessage]);
+  }, [focusMessageId, focusedMessageIndex, scrollToBottom, scrollToFocusedMessage]);
 
   useEffect(() => {
     if (loading || !activeFocusAnchorId) return;
@@ -312,9 +332,13 @@ export default function ChatList({
       clearTimeout(focusAnchorReleaseTimerRef.current);
       focusAnchorReleaseTimerRef.current = null;
     }
-    shouldFollowRef.current = false;
+    shouldFollowRef.current = true;
     setActiveFocusAnchorId(null);
-  }, [activeFocusAnchorId, loading]);
+    const timer = setTimeout(() => {
+      if (!userInteractingRef.current) scrollToBottom(false);
+    }, 80);
+    return () => clearTimeout(timer);
+  }, [activeFocusAnchorId, loading, scrollToBottom]);
 
   useEffect(() => {
     if (!autoScrollSignal || !messageCount || !lastMessageId || !listViewportHeight) return;
@@ -357,6 +381,31 @@ export default function ChatList({
     scrollToBottom,
   ]);
 
+  useEffect(() => {
+    if (!messageCount || !lastMessageId || !listViewportHeight) return;
+    if (isFocusAnchoring || userInteractingRef.current || !shouldFollowRef.current) return;
+    const insetScrollKey = [
+      lastMessageId,
+      messageCount,
+      Math.round(contentBottomPadding),
+      Math.round(listViewportHeight),
+    ].join(":");
+    if (lastInsetScrollKeyRef.current === insetScrollKey) return;
+    lastInsetScrollKeyRef.current = insetScrollKey;
+    const timer = setTimeout(() => {
+      if (userInteractingRef.current || !shouldFollowRef.current) return;
+      scrollToBottom(false);
+    }, 90);
+    return () => clearTimeout(timer);
+  }, [
+    contentBottomPadding,
+    isFocusAnchoring,
+    lastMessageId,
+    listViewportHeight,
+    messageCount,
+    scrollToBottom,
+  ]);
+
   const contentContainerStyle = useMemo(
     () => ({
       flexGrow: 1,
@@ -488,6 +537,17 @@ export default function ChatList({
       onScrollToIndexFailed={handleScrollToIndexFailed}
       contentContainerStyle={contentContainerStyle}
       scrollIndicatorInsets={scrollIndicatorInsets}
+      refreshControl={
+        onRefresh ? (
+          <RefreshControl
+            refreshing={refreshing}
+            onRefresh={onRefresh}
+            tintColor={colors.ctaCream}
+            colors={[colors.ctaCream]}
+            progressBackgroundColor={colors.background}
+          />
+        ) : undefined
+      }
       ListEmptyComponent={emptyState ?? null}
       renderItem={renderItem}
       ItemSeparatorComponent={ChatItemSeparator}
diff --git a/src/components/ai/InputBar.tsx b/src/components/ai/InputBar.tsx
index 08cef48..8549844 100644
--- a/src/components/ai/InputBar.tsx
+++ b/src/components/ai/InputBar.tsx
@@ -1,5 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import { BlurView } from "expo-blur";
+import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
 import Reanimated, {
   useAnimatedKeyboard,
@@ -18,45 +19,43 @@ import {
   StyleSheet,
   Text,
   TextInput,
-  TextInputContentSizeChangeEventData,
+  TextLayoutEventData,
   View,
 } from "react-native";
 
-import { Fonts, type AppColors } from "@/constants/theme";
+import { Colors, Fonts, type AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { getAttachmentGroupingLabel } from "@/src/lib/auraIntent";
 
 import type { ChatAttachment, ChatAttachmentGroupRole } from "./chatTypes";
 
 const BASE_COMPOSER_HEIGHT = 50;
-const BASE_INPUT_HEIGHT = 32;
-const MAX_INPUT_LINES = 6;
+const BASE_INPUT_HEIGHT = 34;
+const MAX_INPUT_LINES = 5;
 const INPUT_LINE_HEIGHT = 19;
-const INPUT_PADDING_TOP = Platform.OS === "ios" ? 8 : 5;
-const INPUT_PADDING_BOTTOM = Platform.OS === "ios" ? 4 : 3;
+const INPUT_PADDING_TOP = Platform.OS === "ios" ? 7 : 5;
+const INPUT_PADDING_BOTTOM = Platform.OS === "ios" ? 1 : 1;
 const INPUT_VERTICAL_PADDING = INPUT_PADDING_TOP + INPUT_PADDING_BOTTOM;
-const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES + INPUT_PADDING_TOP + INPUT_PADDING_BOTTOM;
-const AnimatedTextInput = Animated.createAnimatedComponent(TextInput);
+const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES + INPUT_VERTICAL_PADDING;
+const INPUT_SLOT_VERTICAL_PADDING = 8;
+const BASE_ROW_HEIGHT = BASE_COMPOSER_HEIGHT - 8;
+const MAX_INPUT_SLOT_HEIGHT = MAX_INPUT_HEIGHT + INPUT_SLOT_VERTICAL_PADDING;
 const ATTACHMENT_THUMB_SIZE = 76;
-const COMPOSER_RADIUS = 24;
+const COMPOSER_RADIUS = 25;
 const ATTACHMENT_COMPOSER_RADIUS = 24;
-const ATTACHMENT_MENU_WIDTH = 248;
-const ATTACHMENT_MENU_LEFT = 8;
-const ATTACHMENT_MENU_GAP = 10;
-const ATTACHMENT_MENU_CARET_LEFT = 14;
+const ATTACHMENT_MENU_WIDTH = 216;
+const ATTACHMENT_MENU_LEFT = 0;
+const ATTACHMENT_MENU_GAP = 12;
+const ATTACHMENT_MENU_CARET_LEFT = 17;
+const inputPalette = Colors.dark;
 
-function clampInputHeight(height: number) {
-  return Math.max(BASE_INPUT_HEIGHT, Math.min(MAX_INPUT_HEIGHT, height));
-}
-
-function heightFromContentSize(contentHeight: number) {
-  const rawHeight = Math.max(0, Math.ceil(contentHeight));
-  if (rawHeight <= BASE_INPUT_HEIGHT + 2) return BASE_INPUT_HEIGHT;
-  const lineCount = Math.min(
-    MAX_INPUT_LINES,
-    Math.max(2, Math.ceil((rawHeight - INPUT_VERTICAL_PADDING) / INPUT_LINE_HEIGHT)),
+function slotHeightFromLineCount(lineCount: number) {
+  const nextLineCount = Math.max(1, Math.min(MAX_INPUT_LINES, lineCount));
+  const nextInputHeight = nextLineCount * INPUT_LINE_HEIGHT + INPUT_VERTICAL_PADDING;
+  return Math.min(
+    MAX_INPUT_SLOT_HEIGHT,
+    Math.max(BASE_ROW_HEIGHT, nextInputHeight + INPUT_SLOT_VERTICAL_PADDING),
   );
-  return clampInputHeight(lineCount * INPUT_LINE_HEIGHT + INPUT_VERTICAL_PADDING);
 }
 
 export default function InputBar({
@@ -104,17 +103,22 @@ export default function InputBar({
 }) {
   const canSend = (value.trim().length > 0 || attachments.length > 0) && !loading;
   const canStop = loading && !!onStop;
-  const composerSideInset = 16;
+  const composerSideInset = 10;
   const [menuOpen, setMenuOpen] = React.useState(false);
-  const [inputHeight, setInputHeight] = React.useState(BASE_INPUT_HEIGHT);
   const [composerHeight, setComposerHeight] = React.useState(BASE_COMPOSER_HEIGHT);
+  const [inputSlotHeight, setInputSlotHeight] = React.useState(BASE_ROW_HEIGHT);
   const focusAnim = React.useRef(new Animated.Value(active ? 1 : 0)).current;
   const liveKeyboard = useAnimatedKeyboard();
   const restingBottomValue = useSharedValue(restingBottom ?? bottom);
   const menuAnim = React.useRef(new Animated.Value(0)).current;
-  const inputHeightAnim = React.useRef(new Animated.Value(BASE_INPUT_HEIGHT)).current;
   const sendVisibilityAnim = React.useRef(new Animated.Value(canSend ? 1 : 0)).current;
   const sendMotionAnim = React.useRef(new Animated.Value(0)).current;
+  const inputRef = React.useRef<TextInput>(null);
+  const initialValueRef = React.useRef(value);
+  const lastAppliedHeightRef = React.useRef(BASE_ROW_HEIGHT);
+  const nativeValueRef = React.useRef(value);
+  const mirroredPropValueRef = React.useRef(value);
+  const showSendControl = canSend && !recording;
 
   React.useEffect(() => {
     Animated.timing(focusAnim, {
@@ -125,7 +129,7 @@ export default function InputBar({
     }).start();
   }, [active, focusAnim]);
 
-  const keyboardTrackingGap = Platform.OS === "ios" ? 8 : 4;
+  const keyboardTrackingGap = Platform.OS === "ios" ? 10 : 6;
 
   React.useEffect(() => {
     restingBottomValue.value = restingBottom ?? bottom;
@@ -136,39 +140,40 @@ export default function InputBar({
     return {
       bottom:
         keyboardHeight > 1
-          ? Math.max(12, keyboardHeight + keyboardTrackingGap)
+          ? Math.max(14, keyboardHeight + keyboardTrackingGap)
           : restingBottomValue.value,
     };
   }, [keyboardTrackingGap]);
 
   React.useEffect(() => {
+    if (menuOpen) {
+      Animated.spring(menuAnim, {
+        toValue: 1,
+        damping: 16,
+        stiffness: 190,
+        mass: 0.72,
+        useNativeDriver: true,
+      }).start();
+      return;
+    }
     Animated.timing(menuAnim, {
-      toValue: menuOpen ? 1 : 0,
-      duration: 180,
-      easing: Easing.bezier(0.22, 1, 0.36, 1),
+      toValue: 0,
+      duration: 130,
+      easing: Easing.out(Easing.cubic),
       useNativeDriver: true,
     }).start();
   }, [menuAnim, menuOpen]);
 
-  React.useEffect(() => {
-    Animated.timing(inputHeightAnim, {
-      toValue: inputHeight,
-      duration: 160,
-      easing: Easing.out(Easing.cubic),
-      useNativeDriver: false,
-    }).start();
-  }, [inputHeight, inputHeightAnim]);
-
   React.useEffect(() => {
     Animated.parallel([
       Animated.timing(sendVisibilityAnim, {
-        toValue: canSend ? 1 : 0,
+        toValue: showSendControl ? 1 : 0,
         duration: 140,
         easing: Easing.out(Easing.cubic),
         useNativeDriver: true,
       }),
     ]).start();
-  }, [canSend, sendVisibilityAnim]);
+  }, [sendVisibilityAnim, showSendControl]);
 
   const hasAttachments = attachments.length > 0;
   const imageAttachmentCount = attachments.filter((attachment) => attachment.type === "image").length;
@@ -177,7 +182,6 @@ export default function InputBar({
   const [attachmentModeSelectorOpen, setAttachmentModeSelectorOpen] = React.useState(false);
   const [hasAttachmentModeOverride, setHasAttachmentModeOverride] = React.useState(false);
   const showAttachmentModeSelector = showAutoDetectAttachmentMode && attachmentModeSelectorOpen;
-  const isInputExpanded = inputHeight > BASE_INPUT_HEIGHT + 2;
   const shellRadius = hasAttachments ? ATTACHMENT_COMPOSER_RADIUS : COMPOSER_RADIUS;
   const attachmentRailHeight = hasAttachments
     ? showAttachmentModeSelector
@@ -186,8 +190,8 @@ export default function InputBar({
         ? 116
         : 88
     : 0;
-  const rowHeightDelta = Math.max(0, inputHeight - BASE_INPUT_HEIGHT);
-  const estimatedComposerHeight = BASE_COMPOSER_HEIGHT + attachmentRailHeight + rowHeightDelta;
+  const estimatedComposerHeight =
+    BASE_COMPOSER_HEIGHT + attachmentRailHeight + Math.max(0, inputSlotHeight - BASE_ROW_HEIGHT);
   const lastReportedHeightRef = React.useRef(0);
 
   const reportComposerHeight = React.useCallback(
@@ -201,11 +205,41 @@ export default function InputBar({
     [onHeightChange],
   );
 
+  const applyInputSlotHeight = React.useCallback((nextSlotHeight: number) => {
+    if (!Number.isFinite(nextSlotHeight) || nextSlotHeight <= 0) return;
+    if (Math.abs(lastAppliedHeightRef.current - nextSlotHeight) < 2) return;
+    lastAppliedHeightRef.current = nextSlotHeight;
+    setInputSlotHeight((current) => (Math.abs(current - nextSlotHeight) < 2 ? current : nextSlotHeight));
+    reportComposerHeight(
+      BASE_COMPOSER_HEIGHT + attachmentRailHeight + Math.max(0, nextSlotHeight - BASE_ROW_HEIGHT),
+    );
+  }, [attachmentRailHeight, reportComposerHeight]);
+
+  const resetInputHeight = React.useCallback(() => {
+    if (lastAppliedHeightRef.current === BASE_ROW_HEIGHT) return;
+    lastAppliedHeightRef.current = BASE_ROW_HEIGHT;
+    setInputSlotHeight(BASE_ROW_HEIGHT);
+    reportComposerHeight(BASE_COMPOSER_HEIGHT + attachmentRailHeight);
+  }, [attachmentRailHeight, reportComposerHeight]);
+
+  React.useEffect(() => {
+    const isExternalValueChange =
+      value !== mirroredPropValueRef.current && value !== nativeValueRef.current;
+    mirroredPropValueRef.current = value;
+    if (!isExternalValueChange) return;
+
+    nativeValueRef.current = value;
+    inputRef.current?.setNativeProps({ text: value });
+    if (!value) {
+      resetInputHeight();
+    }
+  }, [resetInputHeight, value]);
+
   React.useEffect(() => {
     if (!value) {
-      setInputHeight((current) => (current === BASE_INPUT_HEIGHT ? current : BASE_INPUT_HEIGHT));
+      resetInputHeight();
     }
-  }, [value]);
+  }, [resetInputHeight, value]);
 
   React.useEffect(() => {
     reportComposerHeight(estimatedComposerHeight);
@@ -233,39 +267,24 @@ export default function InputBar({
 
   const shellStyle = {
     borderRadius: shellRadius,
-    borderColor: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.18)"],
-    }),
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.06)", "rgba(255,255,255,0.075)"],
+      outputRange: ["rgba(31,8,45,0.16)", "rgba(42,13,58,0.24)"],
     }),
     shadowOpacity: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [0.08, 0.14],
+      outputRange: [0.04, 0.08],
     }),
     shadowRadius: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [12, 18],
+      outputRange: [10, 16],
     }),
   } as const;
 
   const glassTintStyle = {
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.015)", "rgba(167,139,250,0.045)"],
-    }),
-  } as const;
-
-  const focusRimStyle = {
-    borderColor: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: ["rgba(255,255,255,0.08)", "rgba(167,139,250,0.22)"],
-    }),
-    opacity: focusAnim.interpolate({
-      inputRange: [0, 1],
-      outputRange: [0.58, 1],
+      outputRange: ["rgba(251,228,216,0.028)", "rgba(223,182,178,0.045)"],
     }),
   } as const;
 
@@ -275,13 +294,19 @@ export default function InputBar({
       {
         translateY: menuAnim.interpolate({
           inputRange: [0, 1],
-          outputRange: [8, 0],
+          outputRange: [14, 0],
+        }),
+      },
+      {
+        translateX: menuAnim.interpolate({
+          inputRange: [0, 1],
+          outputRange: [-7, 0],
         }),
       },
       {
         scale: menuAnim.interpolate({
           inputRange: [0, 1],
-          outputRange: [0.97, 1],
+          outputRange: [0.92, 1],
         }),
       },
     ],
@@ -292,24 +317,26 @@ export default function InputBar({
     inputRange: [0, 1],
     outputRange: [0.85, 1],
   });
-  const sendIconColor = canSend ? "#10131A" : "#EAF6FF";
+  const sendIconColor = canSend ? colors.ctaText : colors.text;
   const showPlaceholder = !value;
+  const idleIconColor = "rgba(251,228,216,0.62)";
+  const plusIconColor = menuOpen ? colors.ctaCream : "rgba(251,228,216,0.78)";
+  const inputShouldScroll = inputSlotHeight >= MAX_INPUT_SLOT_HEIGHT - 1;
   const micOpacity = sendVisibilityAnim.interpolate({
     inputRange: [0, 1],
-    outputRange: [1, 0],
+    outputRange: [0.72, 0],
   });
   const micScale = sendVisibilityAnim.interpolate({
     inputRange: [0, 1],
     outputRange: [1, 0.92],
   });
 
-  function handleContentSizeChange(
-    event: NativeSyntheticEvent<TextInputContentSizeChangeEventData>,
-  ) {
-    const nextHeight = heightFromContentSize(event.nativeEvent.contentSize.height);
-    if (Math.abs(nextHeight - inputHeight) > 1) {
-      setInputHeight(nextHeight);
+  function handleMeasuredTextLayout(event: NativeSyntheticEvent<TextLayoutEventData>) {
+    if (!value) {
+      resetInputHeight();
+      return;
     }
+    applyInputSlotHeight(slotHeightFromLineCount(event.nativeEvent.lines.length));
   }
 
   function handleComposerPress() {
@@ -317,9 +344,10 @@ export default function InputBar({
   }
 
   function handleTextChange(next: string) {
+    nativeValueRef.current = next;
     onChangeText(next);
     if (!next) {
-      setInputHeight(BASE_INPUT_HEIGHT);
+      resetInputHeight();
     }
   }
 
@@ -340,7 +368,7 @@ export default function InputBar({
       }),
     ]).start();
     setMenuOpen(false);
-    setInputHeight(BASE_INPUT_HEIGHT);
+    resetInputHeight();
     onSend();
   }
 
@@ -387,7 +415,20 @@ export default function InputBar({
         ]}
       >
         <View style={styles.menuPopoverCard}>
-          <BlurView intensity={Platform.OS === "ios" ? 72 : 54} tint="dark" style={StyleSheet.absoluteFill} />
+          <BlurView intensity={Platform.OS === "ios" ? 76 : 58} tint="dark" style={StyleSheet.absoluteFill} />
+          <LinearGradient
+            pointerEvents="none"
+            colors={[
+              "rgba(255,255,255,0.095)",
+              "rgba(251,228,216,0.035)",
+              "rgba(75,26,96,0.10)",
+              "rgba(0,0,0,0.14)",
+            ]}
+            locations={[0, 0.34, 0.7, 1]}
+            start={{ x: 0.08, y: 0 }}
+            end={{ x: 1, y: 1 }}
+            style={StyleSheet.absoluteFill}
+          />
           <View pointerEvents="none" style={styles.menuPopoverTint} />
           <AttachmentOption
             label="Photo Library"
@@ -412,27 +453,27 @@ export default function InputBar({
         <View pointerEvents="none" style={styles.menuCaret} />
       </Animated.View>
       <Animated.View style={[styles.shellSurface, { borderRadius: shellRadius }, shellStyle]}>
-      <BlurView intensity={Platform.OS === "ios" ? 76 : 58} tint="dark" style={StyleSheet.absoluteFill} />
-      <Animated.View
+      <BlurView intensity={Platform.OS === "ios" ? 68 : 44} tint="dark" style={StyleSheet.absoluteFill} />
+      <LinearGradient
         pointerEvents="none"
-        style={[
-          StyleSheet.absoluteFill,
-          styles.glassTint,
-          { borderRadius: shellRadius },
-          glassTintStyle,
+        colors={[
+          "rgba(255,255,255,0.105)",
+          "rgba(251,228,216,0.035)",
+          "rgba(89,35,121,0.075)",
+          "rgba(0,0,0,0.10)",
         ]}
+        locations={[0, 0.32, 0.68, 1]}
+        start={{ x: 0.05, y: 0 }}
+        end={{ x: 1, y: 1 }}
+        style={StyleSheet.absoluteFill}
       />
-      <View pointerEvents="none" style={styles.topHighlight} />
-      <View pointerEvents="none" style={styles.bottomShade} />
       <Animated.View
         pointerEvents="none"
         style={[
           StyleSheet.absoluteFill,
-          styles.focusRim,
-          {
-            borderRadius: shellRadius,
-          },
-          focusRimStyle,
+          styles.glassTint,
+          { borderRadius: shellRadius },
+          glassTintStyle,
         ]}
       />
       <Pressable
@@ -466,7 +507,7 @@ export default function InputBar({
                     pressedOpacity={0.86}
                     style={styles.removeAttachmentButton}
                   >
-                    <Ionicons name="close" size={12} color="#fff" />
+                    <Ionicons name="close" size={12} color={colors.text} />
                   </AuraPressable>
                 </View>
               ))}
@@ -555,15 +596,7 @@ export default function InputBar({
           </View>
         ) : null}
 
-        <Animated.View
-          style={[
-            styles.row,
-            {
-              minHeight: BASE_COMPOSER_HEIGHT - 14,
-              alignItems: isInputExpanded ? "flex-end" : "center",
-            },
-          ]}
-        >
+        <View style={[styles.row, { minHeight: inputSlotHeight }]}>
           <View style={styles.iconLane}>
             <AuraPressable
               onPress={() => setMenuOpen((prev) => !prev)}
@@ -577,19 +610,11 @@ export default function InputBar({
                 menuOpen ? styles.sideButtonActive : null,
               ]}
             >
-              <Ionicons name={menuOpen ? "close" : "add"} size={16} color={colors.text} />
+              <Ionicons name={menuOpen ? "close" : "add"} size={14} color={plusIconColor} />
             </AuraPressable>
           </View>
 
-          <Animated.View
-            style={[
-              styles.inputSlot,
-              {
-                height: inputHeightAnim,
-                justifyContent: isInputExpanded ? "flex-start" : "center",
-              },
-            ]}
-          >
+          <View style={[styles.inputSlot, { height: inputSlotHeight }]}>
             {showPlaceholder ? (
               <View pointerEvents="none" style={styles.placeholderLayer}>
                 <Text numberOfLines={1} style={[styles.placeholderText, { color: colors.textSecondary }]}>
@@ -597,15 +622,15 @@ export default function InputBar({
                 </Text>
               </View>
             ) : null}
-            <AnimatedTextInput
-              value={value}
+            <TextInput
+              ref={inputRef}
+              defaultValue={initialValueRef.current}
               onChangeText={handleTextChange}
               onFocus={() => onFocusChange(true)}
               onBlur={() => onFocusChange(false)}
               onSubmitEditing={() => {
                 if (canSend) handleSendPress();
               }}
-              onContentSizeChange={handleContentSizeChange}
               placeholder=""
               multiline
               blurOnSubmit={false}
@@ -614,44 +639,47 @@ export default function InputBar({
               spellCheck
               returnKeyType="send"
               keyboardAppearance="dark"
-              scrollEnabled={inputHeight >= MAX_INPUT_HEIGHT - 1}
+              scrollEnabled={inputShouldScroll}
               selectionColor={colors.aiAccent}
               cursorColor={colors.aiAccent}
               maxLength={600}
               textAlignVertical="top"
-              style={[
-                styles.input,
-                {
-                  color: colors.text,
-                  height: inputHeight,
-                  maxHeight: MAX_INPUT_HEIGHT,
-                  minHeight: BASE_INPUT_HEIGHT,
-                },
-              ]}
+              style={styles.input}
             />
-          </Animated.View>
+            {value ? (
+              <Text
+                pointerEvents="none"
+                onTextLayout={handleMeasuredTextLayout}
+                style={styles.inputMeasure}
+              >
+                {value.endsWith("\n") ? `${value} ` : value}
+              </Text>
+            ) : null}
+          </View>
 
           <View style={styles.iconLane}>
             <AuraPressable
-              onPress={canStop ? onStop : canSend ? handleSendPress : onMicPress}
+              onPress={canStop ? onStop : recording ? onMicPress : canSend ? handleSendPress : onMicPress}
               disabled={loading && !canStop}
               hitSlop={10}
-              haptic={canStop ? "selection" : canSend ? "light" : "selection"}
+              haptic={canStop ? "selection" : recording ? "selection" : canSend ? "light" : "selection"}
               hapticTrigger="press"
               pressedScale={0.95}
               pressedOpacity={0.9}
               accessibilityRole="button"
-              accessibilityLabel={canStop ? "Stop generating" : canSend ? "Send message" : "Dictate message"}
+              accessibilityLabel={
+                canStop ? "Stop generating" : recording ? "Stop dictation" : canSend ? "Send message" : "Dictate message"
+              }
               style={[
                 styles.sideButton,
                 styles.trailingButton,
-                canStop ? styles.trailingButtonStop : canSend ? styles.trailingButtonSend : null,
-                recording && !canSend ? styles.trailingButtonRecording : null,
+                canStop ? styles.trailingButtonStop : recording ? null : canSend ? styles.trailingButtonSend : null,
+                recording ? styles.trailingButtonRecording : null,
                 loading && !canStop ? styles.sideButtonDisabled : null,
               ]}
             >
               {canStop ? (
-                <Ionicons name="square" size={13} color={colors.text} />
+                <Ionicons name="square" size={12} color={colors.text} />
               ) : (
                 <>
                   <Animated.View
@@ -662,9 +690,9 @@ export default function InputBar({
                     }}
                   >
                     <Ionicons
-                      name={recording && !canSend ? "stop" : "mic-outline"}
-                      size={17}
-                      color={recording && !canSend ? "#ff8f8f" : colors.text}
+                      name={recording ? "stop" : "mic-outline"}
+                      size={15}
+                      color={recording ? "#ff8f8f" : idleIconColor}
                     />
                   </Animated.View>
                   <Animated.View
@@ -673,13 +701,13 @@ export default function InputBar({
                       transform: [{ scale: sendScale }, { translateY: sendMotionAnim }],
                     }}
                   >
-                    <Ionicons name="arrow-up" size={17} color={sendIconColor} />
+                    <Ionicons name="arrow-up" size={15} color={sendIconColor} />
                   </Animated.View>
                 </>
               )}
             </AuraPressable>
           </View>
-        </Animated.View>
+        </View>
       </Pressable>
       </Animated.View>
     </Reanimated.View>
@@ -716,47 +744,28 @@ const styles = StyleSheet.create({
   shell: {
     position: "absolute",
     zIndex: 30,
-    shadowColor: "#8B7CF6",
-    shadowOffset: { width: 0, height: 8 },
-    elevation: 10,
+    shadowColor: "#000",
+    shadowOffset: { width: 0, height: 6 },
+    elevation: 5,
   },
   shellSurface: {
     overflow: "hidden",
-    borderWidth: 1,
+    borderWidth: 0,
     borderRadius: 999,
     zIndex: 2,
   },
   glassTint: {
     borderRadius: 999,
   },
-  topHighlight: {
-    position: "absolute",
-    left: 24,
-    right: 24,
-    top: 0,
-    height: 1,
-    backgroundColor: "rgba(255,255,255,0.22)",
-  },
-  bottomShade: {
-    position: "absolute",
-    left: 0,
-    right: 0,
-    bottom: 0,
-    height: 14,
-    backgroundColor: "rgba(0,0,0,0.12)",
-  },
-  focusRim: {
-    borderWidth: 1,
-  },
   chrome: {
-    paddingHorizontal: 10,
-    paddingTop: 6,
-    paddingBottom: 6,
+    paddingHorizontal: 6,
+    paddingTop: 4,
+    paddingBottom: 4,
   },
   chromeWithAttachments: {
-    paddingHorizontal: 11,
-    paddingTop: 8,
-    paddingBottom: 6,
+    paddingHorizontal: 7,
+    paddingTop: 7,
+    paddingBottom: 5,
   },
   attachmentRail: {
     gap: 7,
@@ -767,21 +776,21 @@ const styles = StyleSheet.create({
     borderRadius: 999,
     paddingHorizontal: 8,
     paddingVertical: 3,
-    backgroundColor: "rgba(255,255,255,0.038)",
+    backgroundColor: inputPalette.chipBackground,
     borderWidth: StyleSheet.hairlineWidth,
-    borderColor: "rgba(255,255,255,0.065)",
+    borderColor: "rgba(251,228,216,0.10)",
   },
   attachmentRoleChipActive: {
-    backgroundColor: "rgba(167,139,250,0.14)",
-    borderColor: "rgba(167,139,250,0.24)",
+    backgroundColor: inputPalette.purpleSurface,
+    borderColor: inputPalette.purpleBorder,
   },
   attachmentRoleText: {
-    color: "rgba(244,248,255,0.62)",
+    color: "rgba(251,228,216,0.68)",
     fontSize: 10,
     fontWeight: "800",
   },
   attachmentRoleTextActive: {
-    color: "#F4FBFF",
+    color: inputPalette.ctaCream,
   },
   attachmentItems: {
     flexDirection: "row",
@@ -793,9 +802,9 @@ const styles = StyleSheet.create({
     height: ATTACHMENT_THUMB_SIZE,
     borderRadius: 18,
     overflow: "hidden",
-    backgroundColor: "rgba(255,255,255,0.055)",
+    backgroundColor: inputPalette.chipBackground,
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.12)",
+    borderColor: "rgba(251,228,216,0.10)",
   },
   attachmentFallback: {
     flex: 1,
@@ -813,7 +822,7 @@ const styles = StyleSheet.create({
     justifyContent: "center",
     backgroundColor: "rgba(4,5,9,0.68)",
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.18)",
+    borderColor: "rgba(251,228,216,0.18)",
   },
   attachmentModeRow: {
     flexDirection: "row",
@@ -829,21 +838,21 @@ const styles = StyleSheet.create({
     flexDirection: "row",
     alignItems: "center",
     gap: 5,
-    backgroundColor: "rgba(255,255,255,0.035)",
+    backgroundColor: inputPalette.chipBackground,
     borderWidth: StyleSheet.hairlineWidth,
-    borderColor: "rgba(255,255,255,0.08)",
+    borderColor: "rgba(251,228,216,0.10)",
   },
   autoDetectChipActive: {
-    backgroundColor: "rgba(167,139,250,0.10)",
-    borderColor: "rgba(167,139,250,0.18)",
+    backgroundColor: inputPalette.purpleSurface,
+    borderColor: inputPalette.purpleBorder,
   },
   autoDetectText: {
-    color: "rgba(244,248,255,0.68)",
+    color: "rgba(251,228,216,0.68)",
     fontSize: 10.5,
     fontWeight: "800",
   },
   autoDetectTextActive: {
-    color: "#F4FBFF",
+    color: inputPalette.ctaCream,
   },
   attachmentOverrideRow: {
     flexDirection: "row",
@@ -862,40 +871,40 @@ const styles = StyleSheet.create({
     width: ATTACHMENT_MENU_WIDTH,
     zIndex: 3,
     shadowColor: "#000",
-    shadowOpacity: 0.24,
-    shadowRadius: 22,
-    shadowOffset: { width: 0, height: 14 },
-    elevation: 24,
+    shadowOpacity: 0.2,
+    shadowRadius: 20,
+    shadowOffset: { width: 0, height: 12 },
+    elevation: 18,
   },
   menuPopoverCard: {
     overflow: "hidden",
-    borderRadius: 22,
-    borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.12)",
-    backgroundColor: "rgba(18,18,27,0.78)",
-    padding: 6,
+    borderRadius: 24,
+    borderWidth: StyleSheet.hairlineWidth,
+    borderColor: "rgba(251,228,216,0.16)",
+    backgroundColor: "rgba(38,16,54,0.74)",
+    padding: 5,
   },
   menuPopoverTint: {
     ...StyleSheet.absoluteFillObject,
-    backgroundColor: "rgba(167,139,250,0.045)",
+    backgroundColor: "rgba(223,182,178,0.025)",
   },
   menuCaret: {
     position: "absolute",
     left: ATTACHMENT_MENU_CARET_LEFT,
-    bottom: -5,
-    width: 12,
-    height: 12,
-    borderRadius: 2,
-    backgroundColor: "rgba(24,24,33,0.92)",
-    borderRightWidth: 1,
-    borderBottomWidth: 1,
-    borderColor: "rgba(255,255,255,0.12)",
+    bottom: -6,
+    width: 14,
+    height: 14,
+    borderRadius: 3,
+    backgroundColor: "rgba(38,16,54,0.92)",
+    borderRightWidth: StyleSheet.hairlineWidth,
+    borderBottomWidth: StyleSheet.hairlineWidth,
+    borderColor: "rgba(251,228,216,0.13)",
     transform: [{ rotate: "45deg" }],
   },
   menuDivider: {
     height: StyleSheet.hairlineWidth,
     marginHorizontal: 10,
-    backgroundColor: "rgba(255,255,255,0.08)",
+    backgroundColor: "rgba(251,228,216,0.08)",
   },
   attachmentOption: {
     minHeight: 44,
@@ -908,52 +917,55 @@ const styles = StyleSheet.create({
     gap: 10,
   },
   attachmentOptionText: {
-    color: "#F0F6FB",
+    color: inputPalette.text,
     fontSize: 12.5,
     fontWeight: "800",
   },
   row: {
     flexDirection: "row",
-    alignItems: "center",
+    alignItems: "flex-end",
     gap: 5,
     borderRadius: COMPOSER_RADIUS,
     borderWidth: 0,
     paddingHorizontal: 0,
+    minHeight: BASE_COMPOSER_HEIGHT - 8,
   },
   iconLane: {
-    width: 36,
+    width: 34,
     alignItems: "center",
     justifyContent: "center",
+    alignSelf: "flex-end",
+    height: BASE_ROW_HEIGHT,
   },
   sideButton: {
-    width: 34,
-    height: 34,
+    width: 32,
+    height: 32,
     borderRadius: 999,
     alignItems: "center",
     justifyContent: "center",
-    backgroundColor: "rgba(255,255,255,0.06)",
-    borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.08)",
+    backgroundColor: "rgba(251,228,216,0.065)",
+    borderWidth: StyleSheet.hairlineWidth,
+    borderColor: "rgba(251,228,216,0.12)",
   },
   sideButtonActive: {
-    backgroundColor: "rgba(167,139,250,0.14)",
-    borderColor: "rgba(167,139,250,0.22)",
+    backgroundColor: "rgba(223,182,178,0.16)",
+    borderColor: "rgba(251,228,216,0.22)",
   },
   trailingButton: {
     position: "relative",
   },
   trailingButtonSend: {
-    backgroundColor: "rgba(244,240,255,0.94)",
-    borderColor: "rgba(255,255,255,0.72)",
-    shadowColor: "#DED3F8",
-    shadowOpacity: 0.34,
-    shadowRadius: 12,
-    shadowOffset: { width: 0, height: 5 },
-    elevation: 8,
+    backgroundColor: inputPalette.ctaCream,
+    borderColor: "rgba(251,228,216,0.18)",
+    shadowColor: inputPalette.ctaCream,
+    shadowOpacity: 0.06,
+    shadowRadius: 4,
+    shadowOffset: { width: 0, height: 2 },
+    elevation: 2,
   },
   trailingButtonStop: {
-    backgroundColor: "rgba(255,255,255,0.08)",
-    borderColor: "rgba(255,255,255,0.16)",
+    backgroundColor: inputPalette.secondaryCta,
+    borderColor: "rgba(251,228,216,0.16)",
   },
   trailingButtonRecording: {
     backgroundColor: "rgba(255,99,99,0.18)",
@@ -971,15 +983,19 @@ const styles = StyleSheet.create({
     backgroundColor: "transparent",
     borderWidth: 0,
     borderColor: "transparent",
-    justifyContent: "center",
-    minHeight: 32,
+    justifyContent: "flex-start",
+    alignItems: "stretch",
+    minHeight: BASE_ROW_HEIGHT,
+    paddingTop: 4,
+    paddingBottom: 4,
     position: "relative",
+    overflow: "hidden",
   },
   placeholderLayer: {
     position: "absolute",
-    left: 10,
-    right: 10,
-    top: 1,
+    left: 8,
+    right: 8,
+    top: 0,
     bottom: 0,
     justifyContent: "center",
   },
@@ -992,19 +1008,34 @@ const styles = StyleSheet.create({
   input: {
     width: "100%",
     minWidth: 0,
+    flex: 1,
     flexShrink: 1,
+    minHeight: BASE_INPUT_HEIGHT,
+    maxHeight: MAX_INPUT_HEIGHT,
     borderRadius: 18,
-    paddingHorizontal: 10,
+    paddingHorizontal: 8,
     paddingTop: INPUT_PADDING_TOP,
     paddingBottom: INPUT_PADDING_BOTTOM,
     marginTop: 0,
     fontFamily: Fonts.sans,
-    fontSize: 14.5,
+    fontSize: 14.25,
     lineHeight: INPUT_LINE_HEIGHT,
     letterSpacing: 0.1,
+    color: inputPalette.text,
     backgroundColor: "transparent",
     includeFontPadding: false,
-    overflow: "hidden",
     textAlignVertical: "top",
   },
+  inputMeasure: {
+    position: "absolute",
+    left: 8,
+    right: 8,
+    top: 4 + INPUT_PADDING_TOP,
+    opacity: 0,
+    fontFamily: Fonts.sans,
+    fontSize: 14.25,
+    lineHeight: INPUT_LINE_HEIGHT,
+    letterSpacing: 0.1,
+    includeFontPadding: false,
+  },
 });
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index 6b87452..cef36d4 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -55,14 +55,14 @@ function OutfitMessage({
 
   return (
     <LinearGradient
-      colors={["rgba(17,19,26,0.96)", "rgba(11,12,18,0.98)"]}
+      colors={["rgba(43,18,76,0.42)", "rgba(9,0,11,0.96)"]}
       start={{ x: 0, y: 0 }}
       end={{ x: 1, y: 1 }}
       style={{
         borderRadius: 24,
         padding: 15,
         borderWidth: CHIP_BORDER_WIDTH,
-        borderColor: "rgba(255,255,255,0.075)",
+        borderColor: colors.border,
         gap: 14,
         ...auraShadow(0.1),
       }}
@@ -98,9 +98,9 @@ function OutfitMessage({
             paddingHorizontal: 12,
             paddingVertical: 9,
             borderRadius: 15,
-            backgroundColor: "rgba(255,255,255,0.032)",
+            backgroundColor: colors.chipBackground,
             borderWidth: CHIP_BORDER_WIDTH,
-            borderColor: "rgba(255,255,255,0.065)",
+            borderColor: colors.border,
           }}
         >
           <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "600" }}>
@@ -124,9 +124,9 @@ function OutfitMessage({
                 style={{
                   borderRadius: 18,
                   padding: 10,
-                  backgroundColor: "rgba(255,255,255,0.032)",
+                  backgroundColor: colors.boardLight,
                   borderWidth: CHIP_BORDER_WIDTH,
-                  borderColor: "rgba(255,255,255,0.065)",
+                  borderColor: colors.borderWarm,
                   aspectRatio: imagePresentation.containerAspectRatio,
                   justifyContent: "center",
                   alignItems: "center",
diff --git a/src/components/ai/aiTheme.ts b/src/components/ai/aiTheme.ts
index e2a5e3a..09687ef 100644
--- a/src/components/ai/aiTheme.ts
+++ b/src/components/ai/aiTheme.ts
@@ -19,8 +19,8 @@ export const auraTheme = {
   accentTint: palette.colors.purpleSurface,
   accentTintStrong: palette.colors.purpleSurfaceStrong,
   glow: palette.colors.purpleGlow,
-  textMuted: "rgba(255,255,255,0.68)",
-  textFaint: "rgba(255,255,255,0.42)",
+  textMuted: palette.colors.textSecondary,
+  textFaint: palette.colors.textMuted,
   userBubble: palette.colors.purpleSurface,
   userBubbleEdge: palette.colors.purpleBorder,
   danger: "rgba(255,77,79,0.16)",
diff --git a/src/constants/auraControls.ts b/src/constants/auraControls.ts
index dc46cfd..46159fb 100644
--- a/src/constants/auraControls.ts
+++ b/src/constants/auraControls.ts
@@ -1,7 +1,8 @@
-export const CTA_HEIGHT = 48;
-export const CHIP_HEIGHT = 34;
+export const CTA_HEIGHT = 56;
+export const HOME_CTA_HEIGHT = 56;
+export const CHIP_HEIGHT = 40;
 export const PILL_RADIUS = 999;
 export const ACTION_GAP = 8;
-export const CTA_HORIZONTAL_PADDING = 14;
-export const CHIP_HORIZONTAL_PADDING = 12;
+export const CTA_HORIZONTAL_PADDING = 16;
+export const CHIP_HORIZONTAL_PADDING = 14;
 export const CHIP_BORDER_WIDTH = 0.75;
diff --git a/src/hooks/aura/useAuraChatHydration.ts b/src/hooks/aura/useAuraChatHydration.ts
index fd6ba94..3db2d8f 100644
--- a/src/hooks/aura/useAuraChatHydration.ts
+++ b/src/hooks/aura/useAuraChatHydration.ts
@@ -12,7 +12,13 @@ import {
   getCachedRecentMessages,
   setCachedRecentMessages,
 } from "@/src/lib/localCache";
-import { loadLatestChatCache, saveLatestChatCache } from "@/src/lib/localChatCache";
+import {
+  isAuraChatSessionFresh,
+  loadAuraChatSessionMeta,
+  loadLatestChatCache,
+  saveAuraChatSessionMeta,
+  saveLatestChatCache,
+} from "@/src/lib/localChatCache";
 
 type UseAuraChatHydrationOptions = {
   uid: string | null;
@@ -23,6 +29,27 @@ type UseAuraChatHydrationOptions = {
   debug: boolean;
 };
 
+function messageSignature(messages: AIMessage[]) {
+  return messages
+    .map((message) =>
+      [
+        message.id,
+        message.type,
+        message.kind ?? "",
+        message.createdAt ?? "",
+        message.clientCreatedAt ?? "",
+        message.streaming ? "streaming" : "done",
+        message.aura?.lookOptions?.length ?? 0,
+        message.aura?.look ? 1 : 0,
+      ].join("|"),
+    )
+    .join("::");
+}
+
+function shouldReplaceMessages(current: AIMessage[], next: AIMessage[]) {
+  return messageSignature(current) !== messageSignature(next);
+}
+
 export function useAuraChatHydration({
   uid,
   routeChatId,
@@ -72,47 +99,119 @@ export function useAuraChatHydration({
         setRecentThreads(cachedThreads.data);
       }
 
-      const cachedActiveChatId = routeChatId || cachedThreads?.data?.find((thread) => !thread.archived)?.chatId || "";
-      if (cachedActiveChatId) {
-        const cachedMessages = await getCachedRecentMessages(uid, cachedActiveChatId);
-        if (!cancelled && cachedMessages?.data?.length) {
-          setMessages(orderChatMessages(cachedMessages.data));
-          setActiveChatId(cachedActiveChatId);
-        }
-      } else {
-        const cached = await loadLatestChatCache<AIMessage>(uid);
-        if (!cancelled && cached?.messages?.length) {
-          setMessages(orderChatMessages(cached.messages));
-          setActiveChatId(cached.chatId ?? null);
-        }
-      }
-
       try {
         const shouldLoadSpecificChat =
           !!routeChatId && !consumedChatTokens.current.has(`${routeChatKey}:${routeChatId}`);
         if (shouldLoadSpecificChat) {
           consumedChatTokens.current.add(`${routeChatKey}:${routeChatId}`);
-          const threadMessages = await loadChatMessages(uid, routeChatId);
-          const recent = await loadRecentChatThreads(uid, recentChatLimit);
+          const cachedMessages = await getCachedRecentMessages(uid, routeChatId);
+          if (!cancelled && cachedMessages?.data?.length) {
+            setMessages(orderChatMessages(cachedMessages.data));
+            setActiveChatId(routeChatId);
+            setIsBooting(false);
+          }
+          const [threadMessages, recent] = await Promise.all([
+            loadChatMessages(uid, routeChatId),
+            loadRecentChatThreads(uid, recentChatLimit),
+          ]);
           if (!cancelled) {
-            setMessages(orderChatMessages(threadMessages));
+            const orderedThreadMessages = orderChatMessages(threadMessages);
+            if (shouldReplaceMessages(latestMessagesRef.current, orderedThreadMessages)) {
+              setMessages(orderedThreadMessages);
+            }
             setActiveChatId(routeChatId);
             setQuickChips(defaultChips);
             setRecentThreads(recent);
-            await saveLatestChatCache(uid, routeChatId, null, threadMessages);
+            await saveAuraChatSessionMeta(uid, routeChatId);
+            await saveLatestChatCache(uid, routeChatId, null, orderedThreadMessages);
           }
           return;
         }
 
+        const session = await loadAuraChatSessionMeta(uid);
+        if (isAuraChatSessionFresh(session) && session?.chatId) {
+          let renderedCachedMessages = false;
+          const cachedMessages = await getCachedRecentMessages(uid, session.chatId);
+          if (!cancelled && cachedMessages?.data?.length) {
+            setMessages(orderChatMessages(cachedMessages.data));
+            setActiveChatId(session.chatId);
+            setIsBooting(false);
+            renderedCachedMessages = true;
+          }
+
+          if (!renderedCachedMessages) {
+            const cachedLatest = await loadLatestChatCache<AIMessage>(uid);
+            if (!cancelled && cachedLatest?.chatId === session.chatId && cachedLatest.messages.length) {
+              setMessages(orderChatMessages(cachedLatest.messages));
+              setActiveChatId(session.chatId);
+              setIsBooting(false);
+              renderedCachedMessages = true;
+            }
+          }
+
+          if (!cancelled && !renderedCachedMessages) {
+            setMessages([]);
+            setActiveChatId(session.chatId);
+            setIsBooting(false);
+          }
+
+          await saveAuraChatSessionMeta(uid, session.chatId);
+          const [recent, threadMessages] = await Promise.all([
+            loadRecentChatThreads(uid, recentChatLimit),
+            loadChatMessages(uid, session.chatId),
+          ]);
+          if (!cancelled) {
+            const orderedThreadMessages = orderChatMessages(threadMessages);
+            setRecentThreads(recent);
+            setActiveChatId(session.chatId);
+            if (shouldReplaceMessages(latestMessagesRef.current, orderedThreadMessages)) {
+              setMessages(orderedThreadMessages);
+            }
+            await saveLatestChatCache(uid, session.chatId, null, orderedThreadMessages);
+          }
+          return;
+        }
+
+        const cachedLatest = session ? null : await loadLatestChatCache<AIMessage>(uid);
+        if (
+          cachedLatest?.chatId &&
+          isAuraChatSessionFresh({
+            chatId: cachedLatest.chatId,
+            openedAt: cachedLatest.updatedAt ?? 0,
+          })
+        ) {
+          const orderedCachedMessages = orderChatMessages(cachedLatest.messages);
+          if (!cancelled) {
+            setMessages(orderedCachedMessages);
+            setActiveChatId(cachedLatest.chatId);
+            setIsBooting(false);
+          }
+          await saveAuraChatSessionMeta(uid, cachedLatest.chatId);
+          const [recent, threadMessages] = await Promise.all([
+            loadRecentChatThreads(uid, recentChatLimit),
+            loadChatMessages(uid, cachedLatest.chatId),
+          ]);
+          if (!cancelled) {
+            const orderedThreadMessages = orderChatMessages(threadMessages);
+            setRecentThreads(recent);
+            setActiveChatId(cachedLatest.chatId);
+            if (shouldReplaceMessages(latestMessagesRef.current, orderedThreadMessages)) {
+              setMessages(orderedThreadMessages);
+            }
+            await saveLatestChatCache(uid, cachedLatest.chatId, null, orderedThreadMessages);
+          }
+          return;
+        }
+
+        if (!cancelled) {
+          setMessages([]);
+          setActiveChatId(null);
+          setQuickChips(defaultChips);
+          setIsBooting(false);
+        }
+        await saveAuraChatSessionMeta(uid, null);
         const recent = await loadRecentChatThreads(uid, recentChatLimit);
-        const latestThread = recent[0] ?? null;
-        if (!cancelled && latestThread?.chatId) {
-          const threadMessages = await loadChatMessages(uid, latestThread.chatId);
-          setMessages(orderChatMessages(threadMessages));
-          setActiveChatId(latestThread.chatId);
-          setRecentThreads(recent);
-          await saveLatestChatCache(uid, latestThread.chatId, latestThread.threadId, threadMessages);
-        } else if (!cancelled) {
+        if (!cancelled) {
           setRecentThreads(recent);
         }
       } catch (error) {
@@ -137,8 +236,11 @@ export function useAuraChatHydration({
     if (hasStreamingMessage) return;
     if (activeChatId) {
       void setCachedRecentMessages(uid, activeChatId, orderedMessages);
+      void saveLatestChatCache(uid, activeChatId, null, orderedMessages);
+      void saveAuraChatSessionMeta(uid, activeChatId);
+    } else if (orderedMessages.length === 0) {
+      void saveAuraChatSessionMeta(uid, null);
     }
-    void saveLatestChatCache(uid, activeChatId, null, orderedMessages);
   }, [activeChatId, hasStreamingMessage, isBooting, orderedMessages, uid]);
 
   const refreshRecentThreads = React.useCallback(async () => {
diff --git a/src/hooks/aura/useAuraComposerState.ts b/src/hooks/aura/useAuraComposerState.ts
index fd235c0..252652f 100644
--- a/src/hooks/aura/useAuraComposerState.ts
+++ b/src/hooks/aura/useAuraComposerState.ts
@@ -1,37 +1,140 @@
-import * as FileSystem from "expo-file-system/legacy";
+import type {
+  SpeechErrorEvent,
+  SpeechResultsEvent,
+} from "@react-native-voice/voice";
 import * as ImagePicker from "expo-image-picker";
 import React, { useRef, useState } from "react";
-import { Alert } from "react-native";
+import { Alert, NativeModules, PermissionsAndroid, Platform } from "react-native";
 
 import type {
   ChatAttachment,
   ChatAttachmentGroupRole,
   ChatImageAttachment,
 } from "@/src/components/ai/chatTypes";
-import { transcribeAuraAudio } from "@/src/lib/aura";
-import {
-  uploadAuraTranscriptionAudio,
-} from "@/src/lib/auraAttachments";
 import { createLocalAttachmentId } from "@/src/lib/auraChatHelpers";
+import { Toast } from "@/src/lib/toast";
+
+type VoiceRecognizer = typeof import("@react-native-voice/voice").default;
 
-type OptionalAudioRecorder = {
-  uri: string | null;
-  prepareToRecordAsync: () => Promise<void>;
-  record: () => void;
-  stop: () => Promise<void>;
+type StopVoiceInputOptions = {
+  discardTranscript?: boolean;
 };
 
 type UseAuraComposerStateOptions = {
   uid: string | null;
 };
 
-export function useAuraComposerState({ uid }: UseAuraComposerStateOptions) {
+const VOICE_LOCALE = "en-US";
+const VOICE_UNAVAILABLE_MESSAGE = "Voice input is not available in this build.";
+const VOICE_PERMISSION_MESSAGE = "Microphone permission is needed for voice input.";
+
+function ensureNativeVoiceModuleAvailable() {
+  if (Platform.OS === "web") return false;
+  const nativeModules = NativeModules as unknown as Record<string, unknown>;
+  if (!nativeModules.Voice && nativeModules.RCTVoice) {
+    nativeModules.Voice = nativeModules.RCTVoice;
+  }
+  return !!nativeModules.Voice;
+}
+
+function getSpeechTranscript(event: SpeechResultsEvent) {
+  return event.value?.find((value) => value.trim().length > 0)?.trim() ?? "";
+}
+
+function getVoiceErrorText(error: unknown) {
+  if (typeof error === "string") return error;
+  const candidate = error as {
+    message?: unknown;
+    error?: {
+      message?: unknown;
+    };
+  };
+  return String(candidate?.error?.message ?? candidate?.message ?? "");
+}
+
+function getVoiceErrorCode(error: unknown) {
+  const candidate = error as {
+    error?: {
+      code?: unknown;
+    };
+  };
+  return String(candidate?.error?.code ?? "");
+}
+
+function isPermissionVoiceError(error: unknown) {
+  const code = getVoiceErrorCode(error);
+  const text = getVoiceErrorText(error).toLowerCase();
+  return (
+    code === "9" ||
+    text.includes("permission") ||
+    text.includes("denied") ||
+    text.includes("not authorized") ||
+    text.includes("authorization") ||
+    text.includes("microphone") ||
+    text.includes("record_audio") ||
+    text.includes("insufficient")
+  );
+}
+
+function isNoSpeechVoiceError(error: unknown) {
+  const code = getVoiceErrorCode(error);
+  const text = getVoiceErrorText(error).toLowerCase();
+  return (
+    code === "6" ||
+    code === "7" ||
+    text.includes("no match") ||
+    text.includes("no speech") ||
+    text.includes("speech timeout")
+  );
+}
+
+function isUnavailableVoiceError(error: unknown) {
+  const text = getVoiceErrorText(error).toLowerCase();
+  return (
+    text.includes("not available") ||
+    text.includes("restricted") ||
+    text.includes("speechrecognizer") ||
+    text.includes("recognition service")
+  );
+}
+
+function showFriendlyVoiceError(error: unknown) {
+  if (isPermissionVoiceError(error)) {
+    Toast.error(VOICE_PERMISSION_MESSAGE);
+    return;
+  }
+  if (isUnavailableVoiceError(error)) {
+    Toast.error(VOICE_UNAVAILABLE_MESSAGE);
+    return;
+  }
+  if (isNoSpeechVoiceError(error)) {
+    Toast.error("I couldn't hear any words. Try again.");
+    return;
+  }
+  Toast.error("Voice input stopped. Try again.");
+}
+
+async function requestAndroidMicrophonePermission() {
+  if (Platform.OS !== "android") return true;
+  const permission = PermissionsAndroid.PERMISSIONS.RECORD_AUDIO;
+  const hasPermission = await PermissionsAndroid.check(permission);
+  if (hasPermission) return true;
+  const result = await PermissionsAndroid.request(permission);
+  return result === PermissionsAndroid.RESULTS.GRANTED;
+}
+
+export function useAuraComposerState({ uid: _uid }: UseAuraComposerStateOptions) {
   const [message, setMessage] = useState("");
   const [pendingAttachments, setPendingAttachments] = useState<ChatAttachment[]>([]);
   const [attachmentRole, setAttachmentRole] = useState<ChatAttachmentGroupRole>("reference");
   const [recordingAudio, setRecordingAudio] = useState(false);
-  const audioRecorderRef = useRef<OptionalAudioRecorder | null>(null);
-  const recordingStartedAtRef = useRef<number | null>(null);
+  const voiceRef = useRef<VoiceRecognizer | null>(null);
+  const voiceLoadingRef = useRef<Promise<VoiceRecognizer | null> | null>(null);
+  const isListeningRef = useRef(false);
+  const mountedRef = useRef(true);
+  const manualStopRef = useRef(false);
+  const ignoreSpeechResultsRef = useRef(false);
+  const dictationBaseTextRef = useRef("");
 
   const addImageAssets = React.useCallback(
     (assets: ImagePicker.ImagePickerAsset[]) => {
@@ -87,69 +190,174 @@ export function useAuraComposerState({ uid }: UseAuraComposerStateOptions) {
     addImageAssets(result.assets ?? []);
   }, [addImageAssets]);
 
-  const handleMicPress = React.useCallback(async () => {
-    if (!uid) return;
-    try {
-      if (recordingAudio && audioRecorderRef.current) {
-        const recorder = audioRecorderRef.current;
-        await recorder.stop();
-        const uri = recorder.uri;
-        const startedAt = recordingStartedAtRef.current;
-        audioRecorderRef.current = null;
-        recordingStartedAtRef.current = null;
-        setRecordingAudio(false);
-        if (!uri) return;
-        const durationMs = startedAt ? Date.now() - startedAt : null;
-        try {
-          const uploaded = await uploadAuraTranscriptionAudio(uid, {
-            id: createLocalAttachmentId(),
-            uri,
-            localUri: uri,
-            mimeType: "audio/mp4",
-            durationMs,
-          });
-          const transcript = await transcribeAuraAudio(uploaded);
-          if (transcript) {
-            setMessage((prev) => (prev.trim() ? `${prev.trim()} ${transcript}` : transcript));
-          } else {
-            Alert.alert("Voice", "I couldn't hear any words in that recording.");
+  const setVoiceListening = React.useCallback((nextListening: boolean) => {
+    isListeningRef.current = nextListening;
+    if (mountedRef.current) {
+      setRecordingAudio(nextListening);
+    }
+  }, []);
+
+  const handleSpeechText = React.useCallback((event: SpeechResultsEvent) => {
+    if (ignoreSpeechResultsRef.current) return;
+    const transcript = getSpeechTranscript(event);
+    if (!transcript || !mountedRef.current) return;
+    const baseText = dictationBaseTextRef.current;
+    setMessage(baseText ? `${baseText} ${transcript}` : transcript);
+  }, []);
+
+  const handleSpeechError = React.useCallback(
+    (event: SpeechErrorEvent) => {
+      setVoiceListening(false);
+      if (manualStopRef.current) return;
+      showFriendlyVoiceError(event);
+    },
+    [setVoiceListening],
+  );
+
+  const attachVoiceListeners = React.useCallback(
+    (voice: VoiceRecognizer) => {
+      voice.onSpeechStart = () => {
+        setVoiceListening(true);
+      };
+      voice.onSpeechEnd = () => {
+        manualStopRef.current = false;
+        setVoiceListening(false);
+      };
+      voice.onSpeechResults = handleSpeechText;
+      voice.onSpeechPartialResults = handleSpeechText;
+      voice.onSpeechError = handleSpeechError;
+    },
+    [handleSpeechError, handleSpeechText, setVoiceListening],
+  );
+
+  const loadVoice = React.useCallback(async () => {
+    if (!ensureNativeVoiceModuleAvailable()) return null;
+    if (voiceRef.current) return voiceRef.current;
+    if (!voiceLoadingRef.current) {
+      voiceLoadingRef.current = import("@react-native-voice/voice")
+        .then((module) => {
+          const voice = module.default;
+          if (!voice || typeof voice.start !== "function" || typeof voice.stop !== "function") {
+            return null;
+          }
+          if (!mountedRef.current) {
+            void voice.destroy?.().catch(() => undefined);
+            voice.removeAllListeners?.();
+            return null;
           }
-        } finally {
-          void FileSystem.deleteAsync(uri, { idempotent: true }).catch(() => undefined);
+          attachVoiceListeners(voice);
+          voiceRef.current = voice;
+          return voice;
+        })
+        .catch(() => null)
+        .finally(() => {
+          voiceLoadingRef.current = null;
+        });
+    }
+    return voiceLoadingRef.current;
+  }, [attachVoiceListeners]);
+
+  const stopVoiceInput = React.useCallback(
+    async (options?: StopVoiceInputOptions) => {
+      const voice = voiceRef.current;
+      manualStopRef.current = true;
+      if (options?.discardTranscript) {
+        ignoreSpeechResultsRef.current = true;
+        dictationBaseTextRef.current = "";
+      }
+      setVoiceListening(false);
+      if (!voice || typeof voice.stop !== "function") {
+        manualStopRef.current = false;
+        return;
+      }
+      try {
+        await voice.stop();
+      } catch {
+        try {
+          await voice.cancel?.();
+        } catch {
+          // Best effort cleanup only; user-facing errors are handled by speech events.
         }
+      } finally {
+        setTimeout(() => {
+          manualStopRef.current = false;
+        }, 500);
+      }
+    },
+    [setVoiceListening],
+  );
+
+  const handleMicPress = React.useCallback(async () => {
+    try {
+      if (recordingAudio || isListeningRef.current) {
+        await stopVoiceInput();
         return;
       }
 
-      const audio = await import("expo-audio").catch(() => null);
-      if (!audio) {
-        Alert.alert("Voice", "Voice input needs the latest native build. Image and text chat still work.");
+      ignoreSpeechResultsRef.current = false;
+      manualStopRef.current = false;
+      dictationBaseTextRef.current = message.trim();
+
+      const voice = await loadVoice();
+      if (!voice) {
+        Toast.error(VOICE_UNAVAILABLE_MESSAGE);
         return;
       }
 
-      const permission = await audio.requestRecordingPermissionsAsync();
-      if (!permission.granted) {
-        Alert.alert("Voice", "Please allow microphone access to dictate a message.");
+      const hasMicrophonePermission = await requestAndroidMicrophonePermission();
+      if (!hasMicrophonePermission) {
+        Toast.error(VOICE_PERMISSION_MESSAGE);
         return;
       }
-      const recorder = new audio.AudioRecorder(audio.RecordingPresets.LOW_QUALITY);
-      await recorder.prepareToRecordAsync();
-      recorder.record();
-      audioRecorderRef.current = recorder;
-      recordingStartedAtRef.current = Date.now();
-      setRecordingAudio(true);
-    } catch (error: any) {
-      audioRecorderRef.current = null;
-      recordingStartedAtRef.current = null;
-      setRecordingAudio(false);
-      const messageText = String(error?.message ?? "");
-      Alert.alert(
-        "Voice",
-        messageText.includes("ExpoAudio")
-          ? "Voice input needs the latest native build. Image and text chat still work."
-          : messageText || "Unable to transcribe right now."
+
+      if (Platform.OS === "android" && typeof voice.isAvailable === "function") {
+        const available = await voice.isAvailable();
+        if (!available) {
+          Toast.error(VOICE_UNAVAILABLE_MESSAGE);
+          return;
+        }
+      }
+
+      setVoiceListening(true);
+      await voice.start(
+        VOICE_LOCALE,
+        Platform.OS === "android"
+          ? {
+              EXTRA_LANGUAGE_MODEL: "LANGUAGE_MODEL_FREE_FORM",
+              EXTRA_MAX_RESULTS: 5,
+              EXTRA_PARTIAL_RESULTS: true,
+              REQUEST_PERMISSIONS_AUTO: false,
+            }
+          : undefined,
       );
+    } catch (error: any) {
+      setVoiceListening(false);
+      showFriendlyVoiceError(error);
     }
-  }, [recordingAudio, uid]);
+  }, [loadVoice, message, recordingAudio, setVoiceListening, stopVoiceInput]);
+
+  React.useEffect(() => {
+    return () => {
+      mountedRef.current = false;
+      ignoreSpeechResultsRef.current = true;
+      isListeningRef.current = false;
+      const voice = voiceRef.current;
+      voiceRef.current = null;
+      if (!voice) return;
+      const removeListeners = () => {
+        try {
+          voice.removeAllListeners?.();
+        } catch {
+          // Listener cleanup should never surface a user-visible error.
+        }
+      };
+      try {
+        void voice.destroy?.().catch(() => undefined).finally(removeListeners);
+      } catch {
+        removeListeners();
+      }
+    };
+  }, []);
 
   const handleAttachmentRoleChange = React.useCallback((role: ChatAttachmentGroupRole) => {
     setAttachmentRole(role);
@@ -171,6 +379,7 @@ export function useAuraComposerState({ uid }: UseAuraComposerStateOptions) {
     handlePickImages,
     handleRemoveAttachment,
     handleTakePhoto,
+    stopVoiceInput,
     message,
     pendingAttachments,
     recordingAudio,
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index aa37699..8019501 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -36,12 +36,23 @@ type AskAuraArgs = {
       nudge: string;
       tone: string;
     };
+    outfitDiversity?: {
+      shouldAvoidRepeats: boolean;
+      reason: "followup" | "multi_look" | "none";
+      recentItemIds: string[];
+      previousLookItemIds: string[];
+      excludedItemIds: string[];
+      previousLookSignatures: string[];
+      maxOverlap: number;
+    };
   };
 };
 
-const URL_RE = /https?:\/\/[^\s<>"']+/i;
+const URL_RE = /(?:https?:\/\/|www\d*\.)[^\s<>"']+/i;
 const LINK_PREVIEW_TIMEOUT_MS = 9000;
-const ENABLE_CLIENT_LINK_PREVIEW = process.env.EXPO_PUBLIC_AURA_CLIENT_LINK_PREVIEW === "1";
+const ENABLE_CLIENT_LINK_PREVIEW =
+  process.env.EXPO_PUBLIC_AURA_CLIENT_LINK_PREVIEW === "1" ||
+  (Platform.OS !== "web" && process.env.EXPO_PUBLIC_AURA_CLIENT_LINK_PREVIEW !== "0");
 const DEBUG_AURA_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const AURA_STREAM_TIMEOUT_MS = 30_000;
 const AURA_STREAM_WITH_IMAGE_TIMEOUT_MS = 90_000;
@@ -200,6 +211,17 @@ function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
           outfitRange: args.clientContext.minimumCloset.outfitRange,
         }
       : null,
+    outfitDiversity: args.clientContext?.outfitDiversity
+      ? {
+          shouldAvoidRepeats: args.clientContext.outfitDiversity.shouldAvoidRepeats,
+          reason: args.clientContext.outfitDiversity.reason,
+          previousItemIds: args.clientContext.outfitDiversity.previousLookItemIds,
+          excludedItemIds: args.clientContext.outfitDiversity.excludedItemIds,
+          recentItemIds: args.clientContext.outfitDiversity.recentItemIds,
+          previousLookSignatures: args.clientContext.outfitDiversity.previousLookSignatures,
+          maxOverlap: args.clientContext.outfitDiversity.maxOverlap,
+        }
+      : null,
   });
 }
 
@@ -213,7 +235,8 @@ function firstUrlFromText(text: string) {
   const match = String(text ?? "").match(URL_RE)?.[0];
   if (!match) return null;
   try {
-    const url = new URL(match.replace(/[),.;!?]+$/g, ""));
+    const raw = match.replace(/[),.;!?]+$/g, "");
+    const url = new URL(/^https?:\/\//i.test(raw) ? raw : `https://${raw}`);
     if (url.protocol !== "http:" && url.protocol !== "https:") return null;
     return url.toString();
   } catch {
@@ -465,7 +488,7 @@ async function bestClientPreviewHtml(sourceUrl: string, signal: AbortSignal) {
   return best;
 }
 
-async function buildClientLinkPreview(sourceUrl: string) {
+export async function buildClientProductLinkPreview(sourceUrl: string) {
   const controller = new AbortController();
   const timeout = setTimeout(() => controller.abort(), LINK_PREVIEW_TIMEOUT_MS);
   try {
@@ -528,7 +551,7 @@ async function withClientLinkPreview(args: AskAuraArgs): Promise<AskAuraArgs> {
     }
     return args;
   }
-  const linkPreview = await buildClientLinkPreview(sourceUrl);
+  const linkPreview = await buildClientProductLinkPreview(sourceUrl);
   return linkPreview ? { ...args, linkPreview } : args;
 }
 
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
index 75eef3a..50f45a1 100644
--- a/src/lib/auraAttachments.ts
+++ b/src/lib/auraAttachments.ts
@@ -6,6 +6,7 @@ import type { ChatAttachment, ChatAudioAttachment, ChatImageAttachment } from "@
 import { removeBackground } from "@/src/bg/removeBackground";
 import { normalizeCutoutImage } from "@/src/lib/cutoutNormalize";
 import { db, storage } from "@/src/lib/firebase";
+import { normalizeCurrencyCode } from "@/src/lib/currency";
 import { optimizeImageForUpload } from "@/src/lib/imageOptimization";
 import { uploadItemPhoto } from "@/src/lib/uploadImage";
 import { analyzeCutoutVisualNormalization } from "@/src/lib/visualNormalization";
@@ -31,6 +32,35 @@ function debugAuraAttachmentLog(...args: Parameters<typeof console.log>) {
   }
 }
 
+function priceFieldsFromCandidate(candidate: AuraCandidateItem): Record<string, unknown> {
+  const amountCandidates = [
+    candidate.salePrice,
+    candidate.estimatedValue,
+    candidate.purchasePrice,
+    candidate.retailPrice,
+    candidate.originalPrice,
+  ];
+  const amount = amountCandidates.find((value) => typeof value === "number" && Number.isFinite(value));
+  if (typeof amount !== "number") return {};
+  const currency = normalizeCurrencyCode(candidate.currency ?? candidate.originalCurrency);
+  const priceDisplay =
+    candidate.priceDisplay ??
+    (currency ? `${currency} ${amount}` : String(amount));
+  return {
+    retailPrice: amount,
+    purchasePrice: amount,
+    estimatedValue: amount,
+    originalPrice: candidate.originalPrice ?? amount,
+    salePrice: candidate.salePrice ?? null,
+    ...(currency ? { currency, originalCurrency: candidate.originalCurrency ?? currency, priceCurrency: currency } : {}),
+    priceSource: candidate.priceSource ?? "product_link",
+    priceDisplay,
+    priceAmount: amount,
+    price: amount,
+    productUrl: candidate.productUrl ?? candidate.sourceUrl ?? null,
+  };
+}
+
 export type AuraCandidateLocalPhoto = {
   localUri: string;
   attachmentUri?: string | null;
@@ -572,11 +602,19 @@ function brandFromSourceUrl(sourceUrl?: string | null) {
   }
 }
 
+function looksLikeGraphicBrand(value?: string | null) {
+  return /\b(kodak|barbie|disney|ferrari|proshots|camera club|graphic|artwork|slogan|print)\b/i.test(
+    String(value ?? ""),
+  );
+}
+
 function normalizeLinkBrandAndTitle(candidate: AuraCandidateItem) {
   const sourceBrand = brandFromSourceUrl(candidate.sourceUrl);
   const rawBrand = String(candidate.brand ?? "").trim();
   const brand =
-    rawBrand && !/^no brand$/i.test(rawBrand)
+    sourceBrand && looksLikeGraphicBrand(rawBrand)
+      ? sourceBrand
+      : rawBrand && !/^no brand$/i.test(rawBrand)
       ? rawBrand
       : sourceBrand;
   let title = String(candidate.title ?? "").replace(/\s+/g, " ").trim();
@@ -1027,15 +1065,29 @@ export async function createAuraItemDraftsFromCandidates(params: {
       },
       source: candidateSourceType(candidate),
       ...(candidate.sourceUrl ? { sourceUrl: candidate.sourceUrl } : {}),
+      ...(candidate.productUrl ?? candidate.sourceUrl ? { productUrl: candidate.productUrl ?? candidate.sourceUrl } : {}),
       auraPrompt: prompt,
       auraCandidate: candidate,
       name: normalizedLinkFields?.title ?? candidate.title ?? "",
       brand: normalizedLinkFields?.brand ?? candidate.brand ?? "",
-      colorLabel: candidate.color || "",
-      displayColor: candidate.color || null,
+      colorLabel: candidate.displayColor || candidate.color || "",
+      displayColor: candidate.displayColor || candidate.color || null,
+      displayColors: candidate.displayColors ?? [],
       material: candidate.material || null,
+      materials: candidate.materials ?? [],
       pattern: candidate.pattern || null,
       fit: candidate.fit || null,
+      sleeveLength: candidate.sleeveLength ?? null,
+      collar: candidate.collar ?? null,
+      length: candidate.length ?? null,
+      sizeOptions: candidate.sizeOptions ?? [],
+      availableSizes: candidate.availableSizes ?? candidate.sizeOptions ?? [],
+      careInstructions: candidate.careInstructions ?? [],
+      productDescription: candidate.productDescription ?? null,
+      graphicText: candidate.graphicText ?? null,
+      motif: candidate.motif ?? candidate.graphicText ?? null,
+      collaborationName: candidate.collaborationName ?? null,
+      ...priceFieldsFromCandidate(candidate),
       images: records,
       imageUrls: uniqueUrls,
       originalImageUrl: primaryUrl,
diff --git a/src/lib/auraChatHelpers.ts b/src/lib/auraChatHelpers.ts
index 45b4405..fa1deed 100644
--- a/src/lib/auraChatHelpers.ts
+++ b/src/lib/auraChatHelpers.ts
@@ -3,11 +3,39 @@ import type {
   ChatAttachment,
 } from "@/src/components/ai/chatTypes";
 import { summarizeChatTitle, type AIChatThread } from "@/src/lib/aiChats";
+import type { AuraLook } from "@/src/types/aura";
 
 const MULTI_OUTFIT_REQUEST_RE =
-  /\b((?:2|3|4|two|three|four)\s+(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?)|few\s+outfits?)\b/i;
+  /\b((?:2|3|4|two|three|four)\s+(?:more\s+)?(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?)|few\s+outfits?)\b/i;
 const OUTFIT_REFINEMENT_RE =
   /\b(with|without|more|less|make|push|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?)\b/i;
+const SINGLE_OUTFIT_REQUEST_RE =
+  /\b(?:give|build|make|create|pull|put together|plan|style|dress)\s+(?:me\s+)?(?:(?:an?|one|my|the)\s+)?(?:[\w'-]+\s+){0,6}(?:outfit|look)\b|\bbuild\s+(?:me\s+)?(?:from|with|using)\s+(?:my\s+)?(?:closet|wardrobe)\b|\bstyle me (?:today|now)\b|\bwhat should i wear(?: today| tonight| tomorrow)?\b/i;
+const OUTFIT_DIVERSITY_FOLLOWUP_RE =
+  /\b(try again|give me one more|one more|another one|another outfit|another look|different outfit|different look|something different|show me another|show me one more)\b/i;
+const MORE_OUTFIT_REQUEST_RE =
+  /\b(?:show me\s+|give me\s+|make\s+|create\s+|build\s+)?(?:2|3|4|two|three|four)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/i;
+const STYLE_EXISTING_RE =
+  /\b(?:how\s+(?:should|do|would|can)\s+i\s+(?:style|wear|pull off)|how\s+to\s+(?:style|wear)|what\s+should\s+i\s+do\s+with|what\s+would\s+you\s+do\s+with)\b.*\b(?:this|it|that|outfit|look)\b|\b(?:style|wear)\s+(?:this|it|that|the\s+(?:outfit|look))\b/i;
+const MODIFY_EXISTING_RE =
+  /\b(?:make|fix|turn|push|adjust|change|tweak|dress)\b(?:\s+\S+){0,10}\s+\b(?:dressier|more\s+formal|more\s+casual|casual|formal|streetwear|bolder|bold|safer|balanced|cleaner|sharper|warmer|cooler|date\s+night|office|work)\b|\b(?:swap|replace|remove|add)\b(?:\s+\S+){0,8}\b(?:piece|item|top|bottom|shoes?|jacket|outerwear|accessor(?:y|ies))\b/i;
+
+export type AuraChatIntent =
+  | "GENERATE_OUTFIT"
+  | "GENERATE_MORE"
+  | "STYLE_EXISTING"
+  | "MODIFY_OUTFIT"
+  | "GENERAL_CHAT";
+
+export type AuraOutfitDiversityContext = {
+  shouldAvoidRepeats: boolean;
+  reason: "followup" | "multi_look" | "none";
+  recentItemIds: string[];
+  previousLookItemIds: string[];
+  excludedItemIds: string[];
+  previousLookSignatures: string[];
+  maxOverlap: number;
+};
 
 export function createMessageId() {
   return `msg-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
@@ -143,6 +171,9 @@ export function requestedOutfitCount(prompt: string) {
   if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
   if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
   if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
+  if (/\b(4|four)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
+  if (/\b(3|three)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
+  if (/\b(2|two)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
   return 3;
 }
 
@@ -151,6 +182,9 @@ export function explicitRequestedOutfitCount(prompt: string) {
   if (/\b(4|four)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
   if (/\b(3|three)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
   if (/\b(2|two)\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
+  if (/\b(4|four)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 4;
+  if (/\b(3|three)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 3;
+  if (/\b(2|two)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/.test(normalized)) return 2;
   if (/\bmultiple\s+(?:outfits?|looks?|options?)\b/.test(normalized)) return 3;
   if (/\bmore\s+options\b/.test(normalized)) return 3;
   if (/\bfew\s+outfits?\b/.test(normalized)) return 3;
@@ -166,6 +200,108 @@ export function latestAuraLookCount(messages: AIMessage[]) {
   return 0;
 }
 
+export function latestAuraLook(messages: AIMessage[]) {
+  for (let index = messages.length - 1; index >= 0; index -= 1) {
+    const message = messages[index];
+    if (message.type !== "assistant") continue;
+    if (message.aura?.look && itemIdsForLook(message.aura.look).length > 0) {
+      return message.aura.look;
+    }
+    const option = message.aura?.lookOptions?.find((look) => itemIdsForLook(look).length > 0);
+    if (option) return option;
+  }
+  return null;
+}
+
+export function classifyAuraChatIntent(
+  prompt: string,
+  options?: { attachmentCount?: number; hasPreviousLook?: boolean },
+): AuraChatIntent {
+  const normalized = String(prompt ?? "").trim();
+  if (!normalized) return "GENERAL_CHAT";
+  if (isAuraOutfitDiversityFollowup(normalized) || MORE_OUTFIT_REQUEST_RE.test(normalized)) {
+    return "GENERATE_MORE";
+  }
+  if (STYLE_EXISTING_RE.test(normalized)) return "STYLE_EXISTING";
+  if (MODIFY_EXISTING_RE.test(normalized)) return "MODIFY_OUTFIT";
+  if (MULTI_OUTFIT_REQUEST_RE.test(normalized) || SINGLE_OUTFIT_REQUEST_RE.test(normalized)) {
+    return "GENERATE_OUTFIT";
+  }
+  if (options?.hasPreviousLook && OUTFIT_REFINEMENT_RE.test(normalized)) {
+    return "MODIFY_OUTFIT";
+  }
+  return "GENERAL_CHAT";
+}
+
+function uniqueStrings(values: (string | null | undefined)[], max = 24) {
+  const seen = new Set<string>();
+  const out: string[] = [];
+  for (const value of values) {
+    const next = String(value ?? "").trim();
+    if (!next || seen.has(next)) continue;
+    seen.add(next);
+    out.push(next);
+    if (out.length >= max) break;
+  }
+  return out;
+}
+
+function itemIdsForLook(look?: AuraLook | null) {
+  return uniqueStrings(
+    (look?.pieces ?? [])
+      .filter((piece) => piece.source === "closet")
+      .map((piece) => piece.itemId),
+    8,
+  );
+}
+
+function signatureForItemIds(itemIds: string[]) {
+  return uniqueStrings(itemIds, 12).sort().join("|");
+}
+
+function looksFromMessage(message: AIMessage): AuraLook[] {
+  const looks: AuraLook[] = [];
+  if (message.aura?.look) looks.push(message.aura.look);
+  if (message.aura?.lookOptions?.length) looks.push(...message.aura.lookOptions);
+  return looks.filter((look) => itemIdsForLook(look).length > 0);
+}
+
+export function isAuraOutfitDiversityFollowup(prompt: string) {
+  return OUTFIT_DIVERSITY_FOLLOWUP_RE.test(String(prompt ?? ""));
+}
+
+export function buildAuraOutfitDiversityContext(
+  prompt: string,
+  messages: AIMessage[],
+  options?: { multiLook?: boolean },
+): AuraOutfitDiversityContext {
+  const recentLooks = messages
+    .filter((message) => message.type === "assistant")
+    .flatMap(looksFromMessage)
+    .slice(-6);
+  const previousLook = recentLooks[recentLooks.length - 1] ?? null;
+  const previousLookItemIds = itemIdsForLook(previousLook);
+  const recentItemIds = uniqueStrings(recentLooks.flatMap(itemIdsForLook), 36);
+  const previousLookSignatures = uniqueStrings(
+    recentLooks
+      .map((look) => signatureForItemIds(itemIdsForLook(look)))
+      .filter(Boolean),
+    12,
+  );
+  const isFollowup = isAuraOutfitDiversityFollowup(prompt);
+  const isMultiLook = !!options?.multiLook;
+  const shouldAvoidRepeats = (isFollowup || isMultiLook) && previousLookItemIds.length > 0;
+  return {
+    shouldAvoidRepeats,
+    reason: shouldAvoidRepeats ? (isFollowup ? "followup" : "multi_look") : "none",
+    recentItemIds,
+    previousLookItemIds,
+    excludedItemIds: shouldAvoidRepeats ? previousLookItemIds : [],
+    previousLookSignatures,
+    maxOverlap: isFollowup ? 1 : 2,
+  };
+}
+
 export function previousUserPrompt(messages: AIMessage[]) {
   for (let index = messages.length - 1; index >= 0; index -= 1) {
     const message = messages[index];
@@ -194,8 +330,25 @@ export function wantsStructuredOutfitBatch(
   messages: AIMessage[],
 ) {
   if (attachmentCount !== 0) return false;
+  const intent = classifyAuraChatIntent(prompt, { hasPreviousLook: latestAuraLookCount(messages) > 0 });
+  if (intent === "STYLE_EXISTING" || intent === "MODIFY_OUTFIT" || intent === "GENERAL_CHAT") return false;
   if (MULTI_OUTFIT_REQUEST_RE.test(prompt)) return true;
-  return latestAuraLookCount(messages) > 0 && OUTFIT_REFINEMENT_RE.test(prompt);
+  return false;
+}
+
+export function wantsStructuredOutfitRequest(
+  prompt: string,
+  attachmentCount: number,
+  messages: AIMessage[],
+) {
+  if (attachmentCount !== 0) return false;
+  const normalized = String(prompt ?? "").trim();
+  if (!normalized) return false;
+  const intent = classifyAuraChatIntent(normalized, { hasPreviousLook: latestAuraLookCount(messages) > 0 });
+  if (intent === "STYLE_EXISTING" || intent === "MODIFY_OUTFIT" || intent === "GENERAL_CHAT") return false;
+  if (isAuraOutfitDiversityFollowup(normalized) && latestAuraLookCount(messages) > 0) return true;
+  if (wantsStructuredOutfitBatch(normalized, attachmentCount, messages)) return true;
+  return SINGLE_OUTFIT_REQUEST_RE.test(normalized);
 }
 
 export function resolveStructuredBatchLookCount(
diff --git a/src/lib/auraIntent.ts b/src/lib/auraIntent.ts
index 697b784..e145020 100644
--- a/src/lib/auraIntent.ts
+++ b/src/lib/auraIntent.ts
@@ -27,7 +27,7 @@ const OUTFIT_RE = /\b(outfit|look|style me|wear|fit|build)\b/i;
 const WORN_OUTFIT_PHOTO_RE =
   /\b(outfit photo|mirror|selfie|wearing|worn outfit|my outfit|this outfit|this fit|fit check|what am i wearing|what are you seeing|analy[sz]e this outfit|how does this look|how do i look|what should i improve|what can i improve|improve this outfit|fix this outfit|rate this outfit)\b/i;
 const IDENTIFY_RE = /\b(what is this|identify|brand|material|what item|what are these)\b/i;
-const URL_RE = /\bhttps?:\/\/[^\s<>"')\]]+/gi;
+const URL_RE = /\b(?:https?:\/\/|www\d*\.)[^\s<>"')\]]+/gi;
 const TRAILING_PUNCTUATION_RE = /[.,!?;:]+$/;
 
 export function extractUrlsFromText(text: string): ExtractedAuraUrl[] {
@@ -38,7 +38,7 @@ export function extractUrlsFromText(text: string): ExtractedAuraUrl[] {
   for (const match of matches) {
     const raw = match.replace(TRAILING_PUNCTUATION_RE, "");
     try {
-      const parsed = new URL(raw);
+      const parsed = new URL(/^https?:\/\//i.test(raw) ? raw : `https://${raw}`);
       if (parsed.protocol !== "http:" && parsed.protocol !== "https:") continue;
       parsed.hash = "";
       const normalized = parsed.toString();
diff --git a/src/lib/formatChatText.ts b/src/lib/formatChatText.ts
index 85ae84a..cd01113 100644
--- a/src/lib/formatChatText.ts
+++ b/src/lib/formatChatText.ts
@@ -1,5 +1,10 @@
 function trimCommonPrefix(value: string) {
-  return value.replace(/^https?:\/\//i, "").replace(/^www\./i, "");
+  return value.replace(/^https?:\/\//i, "").replace(/^www\d*\./i, "");
+}
+
+function normalizeUrlInput(url: string) {
+  const value = String(url ?? "").trim();
+  return /^https?:\/\//i.test(value) ? value : `https://${value}`;
 }
 
 function humanizeSlug(value: string) {
@@ -13,12 +18,12 @@ function humanizeSlug(value: string) {
 export function isUrlOnlyMessage(text?: string | null) {
   const value = String(text ?? "").trim();
   if (!value) return false;
-  return /^https?:\/\/\S+$/i.test(value);
+  return /^(?:https?:\/\/|www\d*\.)\S+$/i.test(value);
 }
 
 export function formatUrlForDisplay(url: string) {
   try {
-    const parsed = new URL(url);
+    const parsed = new URL(normalizeUrlInput(url));
     const host = trimCommonPrefix(parsed.host.toLowerCase());
     const firstPathSegment = parsed.pathname
       .split("/")
diff --git a/src/lib/localChatCache.ts b/src/lib/localChatCache.ts
index 3b56ddd..bcde5b4 100644
--- a/src/lib/localChatCache.ts
+++ b/src/lib/localChatCache.ts
@@ -4,6 +4,7 @@ const CACHE_PREFIX = "outfit-chat:";
 const MAX_MESSAGES_PER_SESSION = 30;
 const MAX_SESSIONS = 6;
 const DEBUG_LOCAL_CHAT_CACHE = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
+export const AURA_CHAT_SESSION_TTL_MS = 10 * 60 * 1000;
 
 function logSession(event: string, data: Record<string, unknown>) {
   if (__DEV__ && DEBUG_LOCAL_CHAT_CACHE) {
@@ -31,6 +32,11 @@ type SessionStore<T> = {
   sessions: LocalChatSession<T>[];
 };
 
+export type AuraChatSessionMeta = {
+  chatId: string | null;
+  openedAt: number;
+};
+
 function createSessionId() {
   return `session-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
 }
@@ -39,6 +45,10 @@ function getScopedKey(uid: string, suffix: string) {
   return `${CACHE_PREFIX}${uid}:${suffix}`;
 }
 
+function normalizeChatId(value: unknown) {
+  return typeof value === "string" && value.trim() ? value.trim() : null;
+}
+
 function sanitizeForCache<T>(value: T): T {
   if (Array.isArray(value)) {
     return value.map((entry) => sanitizeForCache(entry)) as T;
@@ -244,3 +254,43 @@ export async function clearLatestChatCache(uid: string): Promise<void> {
   if (!latest) return;
   await clearSession(uid, latest.sessionId);
 }
+
+export async function loadAuraChatSessionMeta(uid: string): Promise<AuraChatSessionMeta | null> {
+  try {
+    const raw = await Storage.getItem(getScopedKey(uid, "aura-session-v1"));
+    if (!raw) return null;
+    const parsed = JSON.parse(raw) as Partial<AuraChatSessionMeta>;
+    const openedAt = typeof parsed.openedAt === "number" ? parsed.openedAt : 0;
+    if (!openedAt) return null;
+    return {
+      chatId: normalizeChatId(parsed.chatId),
+      openedAt,
+    };
+  } catch {
+    return null;
+  }
+}
+
+export function isAuraChatSessionFresh(
+  session: AuraChatSessionMeta | null,
+  now = Date.now(),
+) {
+  return !!session?.openedAt && now - session.openedAt < AURA_CHAT_SESSION_TTL_MS;
+}
+
+export async function saveAuraChatSessionMeta(
+  uid: string,
+  chatId: string | null,
+): Promise<void> {
+  try {
+    await Storage.setItem(
+      getScopedKey(uid, "aura-session-v1"),
+      JSON.stringify({
+        chatId: normalizeChatId(chatId),
+        openedAt: Date.now(),
+      } satisfies AuraChatSessionMeta),
+    );
+  } catch {
+    // Session metadata should never block chat.
+  }
+}
diff --git a/src/lib/outfitGenerator.ts b/src/lib/outfitGenerator.ts
index 800fa51..130d4a8 100644
--- a/src/lib/outfitGenerator.ts
+++ b/src/lib/outfitGenerator.ts
@@ -14,6 +14,12 @@ export type OutfitIntent = {
   includeAccessory?: boolean;
   allowRewearToday?: boolean;
   allowOverWearLimit?: boolean;
+  excludeItemIds?: string[];
+  recentItemIds?: string[];
+  previousLookItemIds?: string[];
+  previousLookSignatures?: string[];
+  maxOverlap?: number;
+  numOutfits?: number;
 };
 
 export type OutfitSuggestion = {
@@ -125,6 +131,36 @@ function wearPenalty(items: ClothingItem[]) {
   return penalty;
 }
 
+function itemSignature(itemIds: string[]) {
+  return Array.from(new Set(itemIds.map((id) => String(id).trim()).filter(Boolean))).sort().join("|");
+}
+
+function requestedOutfitCount(intent: OutfitIntent, fallback = 3) {
+  const n = Number(intent.numOutfits);
+  const numeric = Number.isFinite(n) ? Math.round(n) : fallback;
+  return Math.max(1, Math.min(8, numeric));
+}
+
+function overlapCount(itemIds: string[], otherIds?: string[]) {
+  const other = new Set((otherIds ?? []).map((id) => String(id).trim()).filter(Boolean));
+  if (!other.size) return 0;
+  return itemIds.filter((id) => other.has(id)).length;
+}
+
+function diversityPenalty(itemIds: string[], intent: OutfitIntent) {
+  const previousOverlap = overlapCount(itemIds, intent.previousLookItemIds);
+  const recentOverlap = overlapCount(itemIds, intent.recentItemIds);
+  const signature = itemSignature(itemIds);
+  const previousSignatures = new Set(intent.previousLookSignatures ?? []);
+  const maxOverlap = Math.max(0, Number(intent.maxOverlap ?? 2));
+  let penalty = 0;
+  if (previousSignatures.has(signature)) penalty += 999;
+  if (previousOverlap > maxOverlap) penalty += (previousOverlap - maxOverlap) * 8;
+  penalty += previousOverlap * 2.4;
+  penalty += Math.max(0, recentOverlap - previousOverlap) * 0.8;
+  return penalty;
+}
+
 function colorPreferenceBonus(items: ClothingItem[], intent: OutfitIntent) {
   const pref = (intent.colorPreference ?? []).map(norm).filter(Boolean);
   if (!pref.length) return 0;
@@ -475,7 +511,8 @@ function generateSparseOutfits({
         comboColorScore(comboItems) +
         brandContinuityScore(comboItems) +
         colorPreferenceBonus(comboItems, intent) -
-        wearPenalty(comboItems),
+        wearPenalty(comboItems) -
+        diversityPenalty(comboItems.map((item) => item.id), intent),
       title: "",
       reason:
         missingSuggestions.length > 0
@@ -486,7 +523,7 @@ function generateSparseOutfits({
 
   candidates.sort((a, b) => b.score - a.score || b.itemIds.length - a.itemIds.length);
 
-  return candidates.slice(0, 3).map((candidate, index) => ({
+  return candidates.slice(0, requestedOutfitCount(intent)).map((candidate, index) => ({
     itemIds: candidate.itemIds,
     title: `Closest Closet Look ${index + 1}`,
     reason: candidate.reason,
@@ -497,9 +534,11 @@ function generateSparseOutfits({
 export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): OutfitSuggestion[] {
   const today = new Date();
   const allowWornStatus = !!intent.allowRewearToday || !!intent.allowOverWearLimit;
+  const excludeSet = new Set((intent.excludeItemIds ?? []).map((id) => String(id).trim()).filter(Boolean));
 
   const filtered = items.filter((item) => {
     if (!item?.id) return false;
+    if (excludeSet.has(item.id)) return false;
     const laundryStatus = normalizeLaundryStatus(item);
     if (laundryStatus === "in_laundry") return false;
     if (!allowWornStatus && laundryStatus !== "clean") return false;
@@ -552,7 +591,8 @@ export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): Ou
               comboColorScore(comboItems) +
               brandContinuityScore(comboItems) +
               colorPreferenceBonus(comboItems, intent) -
-              wearPenalty(comboItems);
+              wearPenalty(comboItems) -
+              diversityPenalty(comboItems.map((x) => x.id), intent);
 
             candidates.push({
               itemIds: comboItems.map((x) => x.id),
@@ -577,6 +617,7 @@ export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): Ou
 
   const unique: OutfitSuggestion[] = [];
   const seen = new Set<string>();
+  const targetCount = requestedOutfitCount(intent);
 
   for (const c of candidates) {
     const key = [...c.itemIds].sort().join("|");
@@ -587,7 +628,7 @@ export function generateOutfits(items: ClothingItem[], intent: OutfitIntent): Ou
       reason: c.reason,
       title: suggestionTitle(intent, unique.length),
     });
-    if (unique.length >= 3) break;
+    if (unique.length >= targetCount) break;
   }
 
   return unique;
diff --git a/src/types/aura.ts b/src/types/aura.ts
index 20fc873..94998d1 100644
--- a/src/types/aura.ts
+++ b/src/types/aura.ts
@@ -70,11 +70,35 @@ export type AuraCandidateItem = {
   category?: string | null;
   subCategory?: string | null;
   color?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
   brand?: string | null;
   material?: string | null;
+  materials?: string[];
   fit?: string | null;
+  sleeveLength?: string | null;
+  collar?: string | null;
+  length?: string | null;
   pattern?: string | null;
   confidence?: number | null;
+  retailPrice?: number | null;
+  purchasePrice?: number | null;
+  estimatedValue?: number | null;
+  currency?: string | null;
+  originalPrice?: number | null;
+  salePrice?: number | null;
+  originalCurrency?: string | null;
+  priceSource?: "product_link" | "manual" | "estimated" | null;
+  priceDisplay?: string | null;
+  price?: number | null;
+  productUrl?: string | null;
+  sizeOptions?: string[];
+  availableSizes?: string[];
+  careInstructions?: string[];
+  productDescription?: string | null;
+  graphicText?: string | null;
+  motif?: string | null;
+  collaborationName?: string | null;
   sourceType: "image" | "link" | "batch";
   sourceUrl?: string | null;
   status: "awaiting_confirmation" | "needs_review" | "added" | "cancelled" | "failed";

From a9da9124e635ef6d3f03d06019e145f71084c3ba Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:19:09 -0500
Subject: [PATCH 73/93] feat(product-links): improve product extraction
 previews

---
 firestore.rules                               |    6 +-
 functions/src/importProductLink.ts            |    1 +
 functions/src/index.ts                        |    1 +
 functions/src/previewProductLink.ts           |  236 +++
 .../src/shared/auraUrlCandidatePreview.ts     |  440 +++++
 .../productLinkExtractor.hmKodak.fixture.ts   |   61 +
 functions/src/shared/productLinkExtractor.ts  | 1409 ++++++++++++++++-
 functions/src/shared/productUrlMetadata.ts    |   82 +-
 src/lib/currency.ts                           |  173 ++
 src/lib/productLinkClosetImport.ts            |  270 ++++
 src/types/ClothingItem.ts                     |   28 +-
 11 files changed, 2618 insertions(+), 89 deletions(-)
 create mode 100644 functions/src/previewProductLink.ts
 create mode 100644 functions/src/shared/auraUrlCandidatePreview.ts
 create mode 100644 functions/src/shared/productLinkExtractor.hmKodak.fixture.ts
 create mode 100644 src/lib/currency.ts
 create mode 100644 src/lib/productLinkClosetImport.ts

diff --git a/firestore.rules b/firestore.rules
index e3cbea0..7fd9113 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -126,9 +126,9 @@ service cloud.firestore {
         && (!changed.hasAny(["size"]) || validOptionalString(data.size))
         && (!changed.hasAny(["notes"]) || validOptionalString(data.notes))
         && (!changed.hasAny(["careTags"]) || data.careTags == null || data.careTags is list)
-        && (!changed.hasAny(["lastWashedAt"]) || validOptionalNumber(data.lastWashedAt))
-        && (!changed.hasAny(["lastWornDate"]) || validOptionalString(data.lastWornDate))
-        && (!changed.hasAny(["lastWashedDate"]) || validOptionalString(data.lastWashedDate))
+        && (!changed.hasAny(["lastWashedAt"]) || data.lastWashedAt is timestamp || data.lastWashedAt is number || data.lastWashedAt == null)
+        && (!changed.hasAny(["lastWornDate"]) || data.lastWornDate is timestamp || data.lastWornDate is number || data.lastWornDate is string || data.lastWornDate == null)
+        && (!changed.hasAny(["lastWashedDate"]) || data.lastWashedDate is timestamp || data.lastWashedDate is number || data.lastWashedDate is string || data.lastWashedDate == null)
         && (!changed.hasAny(["pattern"]) || validOptionalString(data.pattern))
         && (!changed.hasAny(["material"]) || validOptionalString(data.material))
         && (!changed.hasAny(["occasionTags"]) || data.occasionTags == null || data.occasionTags is list)
diff --git a/functions/src/importProductLink.ts b/functions/src/importProductLink.ts
index 63026b1..eb903ec 100644
--- a/functions/src/importProductLink.ts
+++ b/functions/src/importProductLink.ts
@@ -26,6 +26,7 @@ function codeForError(
     case "unsafe_url":
     case "fetch_failed":
       return "invalid-argument";
+    case "blocked_store":
     case "no_metadata":
     case "no_images":
       return "failed-precondition";
diff --git a/functions/src/index.ts b/functions/src/index.ts
index 43d0f24..ae1040e 100644
--- a/functions/src/index.ts
+++ b/functions/src/index.ts
@@ -10,6 +10,7 @@ export { askAura } from "./askAura";
 export { askAuraStream } from "./askAuraStream";
 export { transcribeAuraAudio } from "./transcribeAuraAudio";
 export { importProductLink } from "./importProductLink";
+export { previewProductLink } from "./previewProductLink";
 export { ingestItemFromPhotos } from "./ingestItemFromPhotos";
 export { deleteAccountData } from "./deleteAccountData";
 // export { generateCleanedProductImages } from "./generateCleanedProductImages";
diff --git a/functions/src/previewProductLink.ts b/functions/src/previewProductLink.ts
new file mode 100644
index 0000000..8269cfa
--- /dev/null
+++ b/functions/src/previewProductLink.ts
@@ -0,0 +1,236 @@
+import { HttpsError, onCall } from "firebase-functions/v2/https";
+import { logger } from "firebase-functions/v2";
+import OpenAI from "openai";
+
+import {
+  BLOCKED_STORE_MESSAGE,
+  ProductLinkError,
+} from "./shared/productLinkExtractor";
+import { type AuraCandidateItem } from "./shared/auraCandidatePreview";
+import {
+  extractProductUrlMetadata,
+  type ProductUrlMetadata,
+} from "./shared/productUrlMetadata";
+import {
+  brandFromSourceUrl,
+  buildUrlCandidatePreview,
+  clientLinkPreviewFromRequest,
+  fallbackLinkPreviewFromUrl,
+  hmSanitizedClientPreview,
+  hmSingleImageClientPreview,
+  isHmProductUrl,
+  type AuraLinkPreview,
+} from "./shared/auraUrlCandidatePreview";
+import { redactUrlForLogs } from "./shared/safeFetch";
+
+function codeForError(
+  error: unknown,
+): "invalid-argument" | "failed-precondition" | "internal" {
+  if (!(error instanceof ProductLinkError)) return "internal";
+  switch (error.code) {
+    case "invalid_url":
+    case "unsafe_url":
+    case "fetch_failed":
+      return "invalid-argument";
+    case "blocked_store":
+    case "no_metadata":
+    case "no_images":
+      return "failed-precondition";
+    default:
+      return "internal";
+  }
+}
+
+function messageForError(error: unknown) {
+  if (error instanceof ProductLinkError && error.code === "blocked_store") return BLOCKED_STORE_MESSAGE;
+  if (error instanceof ProductLinkError) return error.message;
+  if (error instanceof Error) return error.message;
+  return "Could not read that product link.";
+}
+
+function detailsForError(error: unknown) {
+  if (!(error instanceof ProductLinkError)) return undefined;
+  return {
+    productLinkCode: error.code,
+    ...(error.details ?? {}),
+  };
+}
+
+function domainFromUrl(url: string) {
+  try {
+    return new URL(url).hostname.replace(/^www\d*\./i, "").toLowerCase();
+  } catch {
+    return "";
+  }
+}
+
+type ProductLinkPreviewMetadata = ProductUrlMetadata | AuraLinkPreview;
+
+function previewResponseFromCandidate(params: {
+  candidate: AuraCandidateItem;
+  metadata: ProductLinkPreviewMetadata;
+  imageCandidateCount: number;
+  imageExtractionSource: "json_ld" | "og_image" | "twitter" | "html_image" | "fallback" | null;
+}) {
+  const { candidate, metadata } = params;
+  return {
+    ok: true,
+    preview: {
+      candidate,
+      metadata: {
+        sourceUrl: metadata.sourceUrl,
+        domain: domainFromUrl(metadata.sourceUrl),
+        retailer: metadata.brand ?? brandFromSourceUrl(metadata.sourceUrl),
+        title: metadata.title ?? candidate.title ?? null,
+        brand: candidate.brand ?? metadata.brand ?? brandFromSourceUrl(metadata.sourceUrl),
+        color: candidate.color ?? null,
+        displayColor: candidate.displayColor ?? candidate.color ?? null,
+        displayColors: candidate.displayColors ?? [],
+        material: candidate.material ?? null,
+        materials: candidate.materials ?? [],
+        fit: candidate.fit ?? null,
+        sleeveLength: candidate.sleeveLength ?? null,
+        collar: candidate.collar ?? null,
+        length: candidate.length ?? null,
+        pattern: candidate.pattern ?? null,
+        price: candidate.priceDisplay ?? null,
+        priceAmount: candidate.retailPrice ?? null,
+        priceCurrency: candidate.currency ?? candidate.originalCurrency ?? null,
+        priceDisplay: candidate.priceDisplay ?? null,
+        salePrice: candidate.salePrice ?? null,
+        originalPrice: candidate.originalPrice ?? null,
+        description: metadata.description ?? null,
+        productDescription: candidate.productDescription ?? metadata.productDescription ?? metadata.description ?? null,
+        sizeHints: [],
+        sizeOptions: candidate.sizeOptions ?? [],
+        availableSizes: candidate.availableSizes ?? [],
+        careInstructions: candidate.careInstructions ?? [],
+        graphicText: candidate.graphicText ?? null,
+        motif: candidate.motif ?? null,
+        collaborationName: candidate.collaborationName ?? null,
+        categoryHints: [candidate.category, candidate.subCategory].filter(
+          (value): value is string => !!String(value ?? "").trim(),
+        ),
+        sku: "sku" in metadata ? metadata.sku ?? null : null,
+        imageExtractionSource: params.imageExtractionSource,
+        imageCandidateCount: params.imageCandidateCount,
+      },
+    },
+  };
+}
+
+export const previewProductLink = onCall(
+  { secrets: ["OPENAI_API_KEY"] },
+  async (request) => {
+    const uid = request.auth?.uid;
+    if (!uid) {
+      throw new HttpsError("unauthenticated", "Please sign in first.");
+    }
+
+    const url = String(request.data?.url ?? "").trim();
+    if (!url) {
+      throw new HttpsError("invalid-argument", "A product link is required.");
+    }
+
+    const rawClientPreview = clientLinkPreviewFromRequest(request.data?.linkPreview, url);
+    const hmClientFallback =
+      hmSanitizedClientPreview(rawClientPreview) ?? hmSingleImageClientPreview(rawClientPreview);
+    const clientPreview = isHmProductUrl(url) ? null : rawClientPreview;
+    const client = new OpenAI({
+      apiKey: process.env.OPENAI_API_KEY,
+    });
+
+    try {
+      logger.info("[LINK_PREVIEW] extracting product link", {
+        uid,
+        url: redactUrlForLogs(url),
+        hasClientLinkPreview: !!clientPreview,
+        clientPreviewImageCount: clientPreview?.imageUrls?.length ?? 0,
+      });
+      const metadata = await extractProductUrlMetadata(url);
+      if (!metadata.imageUrl) {
+        const fallbackPreview =
+          clientPreview ??
+          hmClientFallback ??
+          (metadata.title || metadata.description
+            ? { ...metadata, status: "needs_review" as const }
+            : fallbackLinkPreviewFromUrl(url));
+        if (fallbackPreview) {
+          logger.info("[LINK_PREVIEW] using AURA URL fallback after missing server image", {
+            uid,
+            url: redactUrlForLogs(url),
+            hasTitle: !!fallbackPreview.title,
+            hasImageUrl: !!fallbackPreview.imageUrl,
+            imageCount: fallbackPreview.imageUrls?.length ?? 0,
+            sanitizedHmFallback: fallbackPreview === hmClientFallback,
+          });
+          const built = await buildUrlCandidatePreview({
+            client,
+            uid,
+            metadata: fallbackPreview,
+          });
+          return previewResponseFromCandidate({
+            candidate: built.candidate,
+            metadata: fallbackPreview,
+            imageCandidateCount: built.rankedImageUrls.length || built.rawImageUrls.length,
+            imageExtractionSource: "fallback",
+          });
+        }
+      }
+
+      const built = await buildUrlCandidatePreview({
+        client,
+        uid,
+        metadata,
+      });
+
+      logger.info("[LINK_PREVIEW] product link extracted", {
+        uid,
+        domain: domainFromUrl(metadata.sourceUrl),
+        imageExtractionSource: "aura_url_candidate",
+        imageCandidateCount: built.rankedImageUrls.length || built.rawImageUrls.length,
+        selectedImageHost: built.candidate.primaryImageUrl ? new URL(built.candidate.primaryImageUrl).hostname : null,
+        imageCount: built.candidate.imageUrls.length,
+        hasTitle: !!built.candidate.title,
+      });
+
+      return previewResponseFromCandidate({
+        candidate: built.candidate,
+        metadata,
+        imageCandidateCount: built.rankedImageUrls.length || built.rawImageUrls.length,
+        imageExtractionSource: null,
+      });
+    } catch (error) {
+      const fallbackPreview = clientPreview ?? hmClientFallback ?? fallbackLinkPreviewFromUrl(url);
+      if (fallbackPreview) {
+        logger.info("[LINK_PREVIEW] using AURA client preview fallback", {
+          uid,
+          url: redactUrlForLogs(url),
+          code: error instanceof ProductLinkError ? error.code : null,
+          imageCount: fallbackPreview.imageUrls?.length ?? 0,
+          hasTitle: !!fallbackPreview.title,
+        });
+        const built = await buildUrlCandidatePreview({
+          client,
+          uid,
+          metadata: fallbackPreview,
+        });
+        return previewResponseFromCandidate({
+          candidate: built.candidate,
+          metadata: fallbackPreview,
+          imageCandidateCount: built.rankedImageUrls.length || built.rawImageUrls.length,
+          imageExtractionSource: "fallback",
+        });
+      }
+      const message = messageForError(error);
+      logger.error("[LINK_PREVIEW] extraction failed", {
+        uid,
+        url: redactUrlForLogs(url),
+        code: error instanceof ProductLinkError ? error.code : null,
+        blockedStoreFallback: error instanceof ProductLinkError && error.code === "blocked_store",
+        error: message,
+      });
+      throw new HttpsError(codeForError(error), message, detailsForError(error));
+    }
+  }
+);
diff --git a/functions/src/shared/auraUrlCandidatePreview.ts b/functions/src/shared/auraUrlCandidatePreview.ts
new file mode 100644
index 0000000..e061757
--- /dev/null
+++ b/functions/src/shared/auraUrlCandidatePreview.ts
@@ -0,0 +1,440 @@
+import { logger } from "firebase-functions/v2";
+import OpenAI from "openai";
+
+import {
+  candidatePreviewResponse,
+  extractImageCandidates,
+  fallbackImageCandidates,
+  productCategoryHintsFromText,
+  rankProductLinkImages,
+  type AuraCandidateItem,
+} from "./auraCandidatePreview";
+import type { ProductUrlMetadata } from "./productUrlMetadata";
+import { redactUrlForLogs } from "./safeFetch";
+
+export type AuraLinkPreview = {
+  sourceUrl: string;
+  title: string | null;
+  imageUrl: string | null;
+  imageUrls?: string[];
+  description: string | null;
+  brand?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  color?: string | null;
+  price?: string | null;
+  currency?: string | null;
+  priceAmount?: number | null;
+  priceCurrency?: string | null;
+  priceDisplay?: string | null;
+  salePrice?: number | null;
+  originalPrice?: number | null;
+  material?: string | null;
+  materials?: string[];
+  fit?: string | null;
+  sleeveLength?: string | null;
+  collar?: string | null;
+  length?: string | null;
+  pattern?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
+  sizeOptions?: string[];
+  availableSizes?: string[];
+  careInstructions?: string[];
+  productDescription?: string | null;
+  graphicText?: string | null;
+  motif?: string | null;
+  collaborationName?: string | null;
+  status?: "ready" | "needs_review";
+};
+
+type UrlCandidateMetadata = ProductUrlMetadata | AuraLinkPreview;
+
+function cleanPreviewText(value: unknown, maxLength = 500) {
+  const text = String(value ?? "").replace(/\s+/g, " ").trim();
+  return text ? text.slice(0, maxLength) : null;
+}
+
+function normalizePreviewImage(sourceUrl: URL, value: unknown) {
+  const raw = String(value ?? "").trim();
+  if (!raw || raw.startsWith("data:")) return null;
+  try {
+    const imageUrl = new URL(raw, sourceUrl);
+    if (imageUrl.protocol !== "http:" && imageUrl.protocol !== "https:") return null;
+    imageUrl.hash = "";
+    return imageUrl.toString();
+  } catch {
+    return null;
+  }
+}
+
+export function clientLinkPreviewFromRequest(
+  value: unknown,
+  detectedUrl: string | null,
+): AuraLinkPreview | null {
+  if (!value || typeof value !== "object" || !detectedUrl) return null;
+  const candidate = value as Record<string, unknown>;
+  if (typeof candidate.sourceUrl !== "string") return null;
+  try {
+    const detected = new URL(detectedUrl);
+    const source = new URL(candidate.sourceUrl);
+    detected.hash = "";
+    source.hash = "";
+    if (detected.toString() !== source.toString()) return null;
+    const imageUrl = normalizePreviewImage(source, candidate.imageUrl);
+    const imageUrls = Array.isArray(candidate.imageUrls)
+      ? candidate.imageUrls
+          .map((url) => normalizePreviewImage(source, url))
+          .filter((url): url is string => !!url)
+      : [];
+    const preview = {
+      sourceUrl: detected.toString(),
+      title: cleanPreviewText(candidate.title, 220),
+      imageUrl,
+      imageUrls: imageUrls.length ? imageUrls : imageUrl ? [imageUrl] : [],
+      description: cleanPreviewText(candidate.description, 500),
+    };
+    return preview.imageUrls.length || preview.title || preview.description ? preview : null;
+  } catch {
+    return null;
+  }
+}
+
+export function isHmProductUrl(rawUrl?: string | null) {
+  try {
+    const url = new URL(String(rawUrl ?? ""));
+    const host = url.hostname.toLowerCase();
+    return (
+      (host === "hm.com" || host.endsWith(".hm.com")) &&
+      /\/productpage\.\d+\.html$/i.test(url.pathname)
+    );
+  } catch {
+    return false;
+  }
+}
+
+export function hmSingleImageClientPreview(preview: AuraLinkPreview | null): AuraLinkPreview | null {
+  if (!preview || !isHmProductUrl(preview.sourceUrl) || !preview.imageUrl) return null;
+  return {
+    ...preview,
+    imageUrls: [preview.imageUrl],
+  };
+}
+
+export function hmSanitizedClientPreview(preview: AuraLinkPreview | null): AuraLinkPreview | null {
+  if (!preview || !isHmProductUrl(preview.sourceUrl)) return null;
+  const urls = [
+    ...(Array.isArray(preview.imageUrls) ? preview.imageUrls : []),
+    preview.imageUrl,
+  ]
+    .map((url) => String(url ?? "").trim())
+    .filter((url) => {
+      try {
+        const parsed = new URL(url);
+        return parsed.hostname.toLowerCase() === "image.hm.com";
+      } catch {
+        return false;
+      }
+    });
+  const seen = new Set<string>();
+  const imageUrls = urls
+    .filter((url) => {
+      const key = url.toLowerCase().replace(/([?&])(imwidth|width|height|w|h)=\d+/g, "$1");
+      if (seen.has(key)) return false;
+      seen.add(key);
+      return true;
+    })
+    .slice(0, 24);
+  const imageUrl = imageUrls[0] ?? preview.imageUrl;
+  return imageUrl
+    ? {
+        ...preview,
+        imageUrl,
+        imageUrls,
+      }
+    : null;
+}
+
+export function brandFromSourceUrl(sourceUrl?: string | null) {
+  try {
+    const host = new URL(String(sourceUrl ?? "")).hostname.replace(/^www\d*\./, "").toLowerCase();
+    if (host.endsWith("hm.com")) return "H&M";
+    if (host.endsWith("zara.com")) return "Zara";
+    if (host.endsWith("nike.com")) return "Nike";
+    const domain = host.split(".")[0] ?? "";
+    return domain ? domain.charAt(0).toUpperCase() + domain.slice(1) : null;
+  } catch {
+    return null;
+  }
+}
+
+function isLikelyProductLinkForReview(sourceUrl?: string | null) {
+  try {
+    const url = new URL(String(sourceUrl ?? ""));
+    const host = url.hostname.toLowerCase();
+    if (
+      host.includes("amazon.") ||
+      host.endsWith("hm.com") ||
+      host.endsWith("zara.com") ||
+      host.endsWith("nike.com")
+    ) {
+      return true;
+    }
+    return /\b(product|productpage|pdp|item|dp|gp\/product)\b/i.test(url.pathname);
+  } catch {
+    return false;
+  }
+}
+
+export function fallbackLinkPreviewFromUrl(sourceUrl: string): AuraLinkPreview | null {
+  if (!isLikelyProductLinkForReview(sourceUrl)) return null;
+  try {
+    const url = new URL(sourceUrl);
+    const brand = brandFromSourceUrl(sourceUrl);
+    const articleId = isHmProductUrl(sourceUrl)
+      ? url.pathname.match(/\/productpage\.(\d+)\.html$/i)?.[1] ?? null
+      : null;
+    const hostLabel = url.hostname.replace(/^www\d*\./i, "");
+    return {
+      sourceUrl: url.toString(),
+      title: brand ? `${brand} product link` : `${hostLabel} product link`,
+      imageUrl: null,
+      imageUrls: [],
+      description: articleId ? `Product ${articleId}` : null,
+      brand,
+      status: "needs_review",
+    };
+  } catch {
+    return null;
+  }
+}
+
+function cleanProductTitle(title?: string | null, brand?: string | null) {
+  let next = String(title ?? "").replace(/\s+/g, " ").trim();
+  next = next
+    .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
+    .replace(/\s*\|\s*Zara\s*$/i, "")
+    .replace(/\s*\|\s*Nike\s*$/i, "")
+    .replace(/^Men[’']s\s+/i, "")
+    .replace(/^Women[’']s\s+/i, "")
+    .replace(/^Ladies[’']?\s+/i, "")
+    .trim();
+  if (brand) {
+    next = next
+      .replace(new RegExp(`^${brand.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\s+`, "i"), "")
+      .trim();
+  }
+  return next || title || null;
+}
+
+function mergeUrlMetadataIntoCandidate(
+  candidate: AuraCandidateItem,
+  metadata: UrlCandidateMetadata,
+): AuraCandidateItem {
+  const amount =
+    "salePrice" in metadata && typeof metadata.salePrice === "number"
+      ? metadata.salePrice
+      : "priceAmount" in metadata
+        ? metadata.priceAmount ?? null
+        : null;
+  const currency =
+    "priceCurrency" in metadata
+      ? metadata.priceCurrency ?? metadata.currency ?? null
+      : null;
+  const priceFields =
+    typeof amount === "number" && Number.isFinite(amount)
+      ? {
+          retailPrice: amount,
+          purchasePrice: amount,
+          estimatedValue: amount,
+          currency,
+          originalPrice:
+            "originalPrice" in metadata
+              ? metadata.originalPrice ?? amount
+              : amount,
+          salePrice:
+            "salePrice" in metadata
+              ? metadata.salePrice ?? null
+              : null,
+          originalCurrency: currency,
+          priceSource: "product_link" as const,
+          priceDisplay:
+            "priceDisplay" in metadata
+              ? metadata.priceDisplay ?? metadata.price ?? null
+              : null,
+          price: amount,
+        }
+      : {};
+  return {
+    ...candidate,
+    candidateId: `url-${Date.now()}-0`,
+    imageUrls:
+      "imageUrls" in metadata && Array.isArray(metadata.imageUrls) && metadata.imageUrls.length
+        ? metadata.imageUrls
+        : metadata.imageUrl
+          ? [metadata.imageUrl]
+          : candidate.imageUrls,
+    title: metadata.title ?? candidate.title,
+    category: ("category" in metadata ? metadata.category ?? null : null) ?? candidate.category,
+    subCategory: ("subCategory" in metadata ? metadata.subCategory ?? null : null) ?? candidate.subCategory,
+    color: ("displayColor" in metadata ? metadata.displayColor ?? metadata.color ?? null : null) ?? candidate.color,
+    displayColor: "displayColor" in metadata ? metadata.displayColor ?? metadata.color ?? null : null,
+    displayColors: "displayColors" in metadata ? metadata.displayColors ?? [] : [],
+    brand: ("brand" in metadata ? metadata.brand ?? null : null) ?? candidate.brand,
+    material: ("material" in metadata ? metadata.material ?? null : null) ?? candidate.material,
+    materials: "materials" in metadata ? metadata.materials ?? [] : [],
+    fit: ("fit" in metadata ? metadata.fit ?? null : null) ?? candidate.fit,
+    sleeveLength: "sleeveLength" in metadata ? metadata.sleeveLength ?? null : null,
+    collar: "collar" in metadata ? metadata.collar ?? null : null,
+    length: "length" in metadata ? metadata.length ?? null : null,
+    pattern: ("pattern" in metadata ? metadata.pattern ?? null : null) ?? candidate.pattern,
+    sizeOptions: "sizeOptions" in metadata ? metadata.sizeOptions ?? [] : [],
+    availableSizes: "availableSizes" in metadata ? metadata.availableSizes ?? metadata.sizeOptions ?? [] : [],
+    careInstructions: "careInstructions" in metadata ? metadata.careInstructions ?? [] : [],
+    productDescription: "productDescription" in metadata ? metadata.productDescription ?? metadata.description ?? null : metadata.description ?? null,
+    graphicText: "graphicText" in metadata ? metadata.graphicText ?? null : null,
+    motif: "motif" in metadata ? metadata.motif ?? null : null,
+    collaborationName: "collaborationName" in metadata ? metadata.collaborationName ?? null : null,
+    confidence: candidate.confidence ?? ("confidence" in metadata ? metadata.confidence ?? null : null),
+    ...priceFields,
+    productUrl: metadata.sourceUrl,
+    sourceType: "link",
+    sourceUrl: metadata.sourceUrl,
+    status: "status" in metadata && metadata.status === "needs_review"
+      ? "needs_review"
+      : "awaiting_confirmation",
+  };
+}
+
+export async function buildUrlCandidatePreview(params: {
+  client: OpenAI;
+  uid?: string | null;
+  metadata: UrlCandidateMetadata;
+}) {
+  const rawImageUrls = [
+    ...("imageUrls" in params.metadata && Array.isArray(params.metadata.imageUrls)
+      ? params.metadata.imageUrls
+      : []),
+    params.metadata.imageUrl,
+  ].filter((url): url is string => !!url);
+  logger.info("[LINK_IMAGE_SOURCE] URL metadata image source", {
+    uid: params.uid ?? null,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
+    rawImageCount: rawImageUrls.length,
+    rawImageUrls: rawImageUrls.slice(0, 6).map((url) => redactUrlForLogs(url)),
+  });
+  const rankedImages = await rankProductLinkImages({
+    client: params.client,
+    imageUrls: rawImageUrls,
+    title: params.metadata.title,
+    description: params.metadata.description,
+    sourceUrl: params.metadata.sourceUrl,
+  });
+  const rankedImageUrls = rankedImages.map((image) => image.url);
+  const primaryImageUrl = rankedImageUrls[0] ?? null;
+  const titleHints = productCategoryHintsFromText(params.metadata.title, params.metadata.description);
+  logger.info("[LINK_EXTRACTION_TARGET]", {
+    uid: params.uid ?? null,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
+    title: params.metadata.title,
+    description: params.metadata.description,
+    hintedCategory: titleHints.category,
+    hintedSubCategory: titleHints.subCategory,
+    chosenImage: redactUrlForLogs(primaryImageUrl),
+    chosenImageReasons: rankedImages[0]?.reasons ?? [],
+    rawImageCount: rawImageUrls.length,
+    rankedImageCount: rankedImageUrls.length,
+  });
+
+  let candidates = primaryImageUrl
+    ? await extractImageCandidates({
+        client: params.client,
+        imageGroups: [[primaryImageUrl]],
+      })
+    : [];
+  if (!candidates.length && primaryImageUrl) {
+    candidates = fallbackImageCandidates([[primaryImageUrl]]);
+  }
+  if (!candidates.length) {
+    candidates = [
+      {
+        candidateId: `url-${Date.now()}-0`,
+        imageUrls: [],
+        title: params.metadata.title,
+        category: null,
+        subCategory: null,
+        color: null,
+        brand: null,
+        material: null,
+        fit: null,
+        pattern: null,
+        confidence: null,
+        sourceType: "link",
+        sourceUrl: params.metadata.sourceUrl,
+        status: "awaiting_confirmation",
+      },
+    ];
+  }
+  const candidate = mergeUrlMetadataIntoCandidate(candidates[0], params.metadata);
+  const needsReview = "status" in params.metadata && params.metadata.status === "needs_review";
+  const effectiveTitle = params.metadata.title ?? candidate.title;
+  const effectiveTitleHints = productCategoryHintsFromText(effectiveTitle, params.metadata.description);
+  candidate.imageUrls = rankedImageUrls.length ? rankedImageUrls : candidate.imageUrls;
+  candidate.primaryImageUrl = candidate.imageUrls[0] ?? null;
+  candidate.secondaryImageUrls = candidate.imageUrls.slice(1);
+  logger.info("[LINK_IMAGE_REVIEW_SET]", {
+    uid: params.uid ?? null,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
+    candidateId: candidate.candidateId,
+    primaryImageUrl: redactUrlForLogs(candidate.primaryImageUrl),
+    imageUrls: candidate.imageUrls.slice(0, 8).map((url) => redactUrlForLogs(url)),
+    secondaryImageUrls: candidate.secondaryImageUrls.slice(0, 8).map((url) => redactUrlForLogs(url)),
+  });
+  if (effectiveTitleHints.category) {
+    candidate.category = effectiveTitleHints.category;
+    candidate.subCategory = effectiveTitleHints.subCategory ?? candidate.subCategory;
+    candidate.brand = candidate.brand && !/^no brand$/i.test(candidate.brand)
+      ? candidate.brand
+      : brandFromSourceUrl(params.metadata.sourceUrl);
+  } else if (!needsReview) {
+    candidate.category = titleHints.category ?? candidate.category;
+    candidate.subCategory = titleHints.subCategory ?? candidate.subCategory;
+    candidate.brand = candidate.brand && !/^no brand$/i.test(candidate.brand)
+      ? candidate.brand
+      : brandFromSourceUrl(params.metadata.sourceUrl);
+  } else {
+    candidate.category = candidate.category ?? null;
+    candidate.subCategory = candidate.subCategory ?? null;
+    candidate.brand = candidate.brand ?? null;
+  }
+  candidate.title = cleanProductTitle(params.metadata.title ?? candidate.title, candidate.brand);
+  logger.info("[LINK_BRAND_NORMALIZE] candidate brand/title normalized", {
+    uid: params.uid ?? null,
+    sourceUrl: params.metadata.sourceUrl,
+    rawTitle: params.metadata.title,
+    savedBrand: candidate.brand,
+    savedTitle: candidate.title,
+  });
+  logger.info("[AURA_URL_TO_CANDIDATE] converted URL metadata to candidate", {
+    uid: params.uid ?? null,
+    sourceUrl: params.metadata.sourceUrl,
+    imageUrl: params.metadata.imageUrl,
+    title: params.metadata.title,
+    candidateId: candidate.candidateId,
+    category: candidate.category,
+    subCategory: candidate.subCategory,
+    color: candidate.color,
+    brand: candidate.brand,
+  });
+  const data = candidatePreviewResponse([candidate]);
+  if (needsReview) {
+    data.reply = "I couldn’t fully read this item — review before adding";
+  }
+  return {
+    data,
+    candidate,
+    rawImageUrls,
+    rankedImages,
+    rankedImageUrls,
+  };
+}
diff --git a/functions/src/shared/productLinkExtractor.hmKodak.fixture.ts b/functions/src/shared/productLinkExtractor.hmKodak.fixture.ts
new file mode 100644
index 0000000..8db0d37
--- /dev/null
+++ b/functions/src/shared/productLinkExtractor.hmKodak.fixture.ts
@@ -0,0 +1,61 @@
+import { extractProductMetadataFromHtml } from "./productLinkExtractor";
+
+export const hmKodakProductFixture = {
+  url: "https://www2.hm.com/en_us/productpage.1234567001.html",
+  html: `
+    <html>
+      <head>
+        <title>Light blue/Kodak Loose Fit Printed football shirt | H&M US</title>
+        <meta property="og:site_name" content="H&M" />
+        <meta property="og:title" content="Light blue/Kodak Loose Fit Printed football shirt | H&M US" />
+        <meta property="og:description" content="Loose-fit football shirt in striped mesh. Printed Kodak camera club artwork at front. Ribbed collar. Composition Cotton 100%. Machine wash cold." />
+        <meta property="product:price:amount" content="19.99" />
+        <meta property="product:price:currency" content="USD" />
+        <script type="application/ld+json">
+          {
+            "@context": "https://schema.org",
+            "@type": "Product",
+            "name": "Light blue/Kodak Loose Fit Printed football shirt",
+            "brand": { "@type": "Brand", "name": "Kodak" },
+            "color": "Light blue",
+            "description": "Loose-fit football shirt in striped mesh with printed Kodak camera club artwork.",
+            "material": "100% cotton",
+            "offers": { "@type": "Offer", "price": "19.99", "priceCurrency": "USD" }
+          }
+        </script>
+      </head>
+      <body>
+        <main>
+          <h1>Light blue/Kodak Loose Fit Printed football shirt</h1>
+          <section>Sizes XS S M L XL</section>
+          <section>Care instructions: Machine wash cold.</section>
+        </main>
+      </body>
+    </html>
+  `,
+  expected: {
+    brand: "H&M",
+    title: "Light blue loose striped football shirt",
+    graphicText: "Kodak",
+    color: "Light blue",
+    fit: "loose",
+    pattern: "striped",
+    material: "cotton",
+    priceAmount: 19.99,
+    priceCurrency: "USD",
+  },
+};
+
+export function runHmKodakProductFixture() {
+  const metadata = extractProductMetadataFromHtml(hmKodakProductFixture.url, hmKodakProductFixture.html);
+  return {
+    metadata,
+    passed:
+      metadata.brand === hmKodakProductFixture.expected.brand &&
+      metadata.title === hmKodakProductFixture.expected.title &&
+      !metadata.title?.includes("/Kodak") &&
+      metadata.graphicText === hmKodakProductFixture.expected.graphicText &&
+      metadata.material === hmKodakProductFixture.expected.material &&
+      metadata.priceAmount === hmKodakProductFixture.expected.priceAmount,
+  };
+}
diff --git a/functions/src/shared/productLinkExtractor.ts b/functions/src/shared/productLinkExtractor.ts
index 49a73b0..9402760 100644
--- a/functions/src/shared/productLinkExtractor.ts
+++ b/functions/src/shared/productLinkExtractor.ts
@@ -12,14 +12,37 @@ export type ProductMetadata = {
   sourceUrl: string;
   domain: string;
   retailer: string;
+  merchantBrand?: string | null;
   brand?: string | null;
+  brandSource?: "json_ld" | "merchant" | "site_name" | "meta" | "title" | null;
   title?: string | null;
   price?: string | null;
   currency?: string | null;
+  priceAmount?: number | null;
+  priceCurrency?: string | null;
+  priceDisplay?: string | null;
+  salePrice?: number | null;
+  originalPrice?: number | null;
+  priceExtractionSource?: "json_ld" | "meta" | "visible_text" | null;
   color?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
   description?: string | null;
+  productDescription?: string | null;
   categoryHints?: string[];
   material?: string | null;
+  materials?: string[];
+  fit?: string | null;
+  sleeveLength?: string | null;
+  collar?: string | null;
+  length?: string | null;
+  pattern?: string | null;
+  sizeOptions?: string[];
+  availableSizes?: string[];
+  careInstructions?: string[];
+  graphicText?: string | null;
+  motif?: string | null;
+  collaborationName?: string | null;
   sizeHints?: string[];
   sku?: string | null;
 };
@@ -27,6 +50,8 @@ export type ProductMetadata = {
 export type ProductExtraction = {
   metadata: ProductMetadata;
   imageUrls: string[];
+  imageExtractionSource?: ProductImageExtractionSource | null;
+  imageCandidateCount?: number | null;
   confidence?: number | null;
   status?: "ready" | "needs_review";
   partialData?: {
@@ -57,6 +82,26 @@ const MAX_HTML_CHARS = 1_500_000;
 const USER_AGENT =
   "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) " +
   "AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Mobile/15E148 Safari/604.1";
+export const BLOCKED_STORE_MESSAGE = "This store blocked automatic reading. Paste another link or add from screenshot/photo.";
+const BLOCKED_STORE_SUBTEXT = "You can try again, paste another link, or add the item from a screenshot.";
+const DEBUG_PRODUCT_LINK_LOGS =
+  process.env.DEBUG_AURA_CANDIDATE_LOGS === "1" ||
+  process.env.DEBUG_AURA_CANDIDATE_LOGS === "true" ||
+  process.env.AURA_DEBUG === "1" ||
+  process.env.AURA_DEBUG === "true";
+
+export type ProductImageExtractionSource =
+  | "json_ld"
+  | "og_image"
+  | "twitter"
+  | "html_image"
+  | "fallback";
+
+type ProductImageExtraction = {
+  urls: string[];
+  source: ProductImageExtractionSource | null;
+  candidateCount: number;
+};
 
 const adapters: ProductLinkAdapter[] = [
   {
@@ -90,14 +135,22 @@ export class ProductLinkError extends Error {
       | "invalid_url"
       | "unsafe_url"
       | "fetch_failed"
+      | "blocked_store"
       | "no_metadata"
       | "no_images"
       | "draft_failed",
+    public readonly details?: Record<string, unknown>,
   ) {
     super(message);
   }
 }
 
+function debugProductLinkInfo(message: string, data: Record<string, unknown>) {
+  if (DEBUG_PRODUCT_LINK_LOGS) {
+    logger.info(message, data);
+  }
+}
+
 function cleanText(value: unknown, maxLength = 240): string | null {
   if (typeof value !== "string" && typeof value !== "number") return null;
   const normalized = String(value)
@@ -116,6 +169,212 @@ function cleanList(values: unknown, maxItems = 6): string[] {
     .slice(0, maxItems);
 }
 
+const RETAILER_BRAND_BY_HOST: Array<[RegExp, string]> = [
+  [/(^|\.)hm\.com$/i, "H&M"],
+  [/(^|\.)zara\.com$/i, "Zara"],
+  [/(^|\.)uniqlo\.com$/i, "Uniqlo"],
+  [/(^|\.)nike\.com$/i, "Nike"],
+  [/(^|\.)adidas\.com$/i, "Adidas"],
+];
+
+const LICENSED_GRAPHIC_TERMS = [
+  "kodak",
+  "barbie",
+  "disney",
+  "ferrari",
+  "proshots",
+  "camera club",
+  "nasa",
+  "warner bros",
+  "marvel",
+  "dc comics",
+  "star wars",
+  "pokemon",
+  "hello kitty",
+  "snoopy",
+  "peanuts",
+  "coca-cola",
+  "coca cola",
+];
+
+const MATERIAL_ALIASES: Array<[RegExp, string]> = [
+  [/\bcotton\b/i, "cotton"],
+  [/\bpolyester\b/i, "polyester"],
+  [/\belastane\b|\bspandex\b|\blycra\b/i, "elastane"],
+  [/\bviscose\b|\brayon\b/i, "viscose"],
+  [/\blinen\b/i, "linen"],
+  [/\bleather\b|\bsuede\b/i, "leather"],
+  [/\bwool\b|\bmerino\b|\bcashmere\b/i, "wool"],
+  [/\bnylon\b|\bpolyamide\b/i, "nylon"],
+  [/\bacrylic\b/i, "acrylic"],
+  [/\bmodal\b/i, "modal"],
+  [/\blyocell\b|\btencel\b/i, "lyocell"],
+  [/\bsilk\b/i, "silk"],
+  [/\bdenim\b/i, "denim"],
+];
+
+function normalizedHost(host: string) {
+  return host.toLowerCase().replace(/^www\d*\./, "");
+}
+
+function normalizedDomain(host: string) {
+  return normalizedHost(host);
+}
+
+function merchantBrandFromUrl(url: URL): string | null {
+  const host = url.hostname.toLowerCase();
+  for (const [pattern, brand] of RETAILER_BRAND_BY_HOST) {
+    if (pattern.test(host)) return brand;
+  }
+  return null;
+}
+
+function merchantLabelFromUrl(url: URL) {
+  const mapped = merchantBrandFromUrl(url);
+  if (mapped) return mapped;
+  const domain = normalizedDomain(url.hostname);
+  const first = domain.split(".")[0] ?? "";
+  return first ? first.charAt(0).toUpperCase() + first.slice(1) : domain;
+}
+
+function sameBrand(a?: string | null, b?: string | null) {
+  const normalize = (value?: string | null) => String(value ?? "").replace(/[^a-z0-9]/gi, "").toLowerCase();
+  const left = normalize(a);
+  const right = normalize(b);
+  return !!left && !!right && left === right;
+}
+
+function isLicensedGraphicText(value?: string | null) {
+  const text = String(value ?? "").toLowerCase();
+  if (!text) return false;
+  return LICENSED_GRAPHIC_TERMS.some((term) => new RegExp(`\\b${term.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\b`, "i").test(text));
+}
+
+function licensedGraphicFromText(...values: Array<string | null | undefined>) {
+  const text = values.filter(Boolean).join(" ").toLowerCase();
+  for (const term of LICENSED_GRAPHIC_TERMS) {
+    if (new RegExp(`\\b${term.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\b`, "i").test(text)) {
+      return term
+        .split(" ")
+        .map((part) => part.charAt(0).toUpperCase() + part.slice(1))
+        .join(" ");
+    }
+  }
+  return null;
+}
+
+function reliableJsonLdBrand(url: URL, brand?: string | null) {
+  const cleaned = cleanText(brand, 120);
+  if (!cleaned) return null;
+  if (isHmProductUrl(url)) {
+    return sameBrand(cleaned, "H&M") ? "H&M" : null;
+  }
+  if (isLicensedGraphicText(cleaned)) return null;
+  return cleaned;
+}
+
+type ExtractedProductPrice = {
+  amount: number;
+  currency: string | null;
+  display: string;
+  source: "json_ld" | "meta" | "visible_text";
+};
+
+const CURRENCY_SYMBOLS: Record<string, string> = {
+  "$": "USD",
+  "US$": "USD",
+  "CA$": "CAD",
+  "C$": "CAD",
+  "AU$": "AUD",
+  "A$": "AUD",
+  "₹": "INR",
+  "€": "EUR",
+  "£": "GBP",
+  "د.إ": "AED",
+};
+
+const ISO_CURRENCY_ALIASES: Record<string, string> = {
+  USD: "USD",
+  INR: "INR",
+  EUR: "EUR",
+  GBP: "GBP",
+  CAD: "CAD",
+  AUD: "AUD",
+  AED: "AED",
+};
+
+function normalizeCurrencyCode(value: unknown): string | null {
+  const raw = cleanText(value, 24);
+  if (!raw) return null;
+  const symbol = CURRENCY_SYMBOLS[raw] ?? CURRENCY_SYMBOLS[raw.toUpperCase()];
+  if (symbol) return symbol;
+  const normalized = raw.replace(/[^a-z]/gi, "").toUpperCase();
+  if (ISO_CURRENCY_ALIASES[normalized]) return ISO_CURRENCY_ALIASES[normalized];
+  return /^[A-Z]{3}$/.test(normalized) ? normalized : null;
+}
+
+function currencyFromPriceText(text: string): string | null {
+  const compact = text.replace(/\s+/g, " ").trim();
+  const upper = compact.toUpperCase();
+  for (const [symbol, currency] of Object.entries(CURRENCY_SYMBOLS).sort((a, b) => b[0].length - a[0].length)) {
+    if (compact.includes(symbol)) return currency;
+  }
+  const isoMatch = upper.match(/\b(USD|INR|EUR|GBP|CAD|AUD|AED)\b/);
+  if (isoMatch?.[1]) return isoMatch[1];
+  if (/\bRS\.?\s*\d/i.test(compact)) return "INR";
+  return null;
+}
+
+function parsePriceAmount(value: unknown): number | null {
+  if (typeof value === "number") {
+    return Number.isFinite(value) && value > 0 ? Math.round(value * 100) / 100 : null;
+  }
+  const text = cleanText(value, 120);
+  if (!text) return null;
+  const match = text.match(/\d[\d,.]*/);
+  if (!match) return null;
+  let numeric = match[0];
+  const lastComma = numeric.lastIndexOf(",");
+  const lastDot = numeric.lastIndexOf(".");
+  if (lastComma >= 0 && lastDot >= 0) {
+    numeric =
+      lastComma > lastDot
+        ? numeric.replace(/\./g, "").replace(",", ".")
+        : numeric.replace(/,/g, "");
+  } else if (lastComma >= 0) {
+    const decimalDigits = numeric.length - lastComma - 1;
+    numeric = decimalDigits === 2 ? numeric.replace(",", ".") : numeric.replace(/,/g, "");
+  }
+  numeric = numeric.replace(/[^0-9.]/g, "");
+  const amount = Number(numeric);
+  if (!Number.isFinite(amount) || amount <= 0 || amount > 1_000_000) return null;
+  return Math.round(amount * 100) / 100;
+}
+
+function normalizePriceCandidate(params: {
+  amount: unknown;
+  currency?: unknown;
+  source: ExtractedProductPrice["source"];
+  display?: string | null;
+}): ExtractedProductPrice | null {
+  const amount = parsePriceAmount(params.amount);
+  if (amount == null) return null;
+  const amountText = cleanText(params.amount, 120) ?? String(amount);
+  const currency =
+    normalizeCurrencyCode(params.currency) ??
+    currencyFromPriceText(amountText) ??
+    null;
+  const display =
+    cleanText(params.display, 120) ??
+    (currencyFromPriceText(amountText) ? amountText : currency ? `${currency} ${amountText}` : amountText);
+  return {
+    amount,
+    currency,
+    display,
+    source: params.source,
+  };
+}
+
 function decodeHtmlEntities(value: string): string {
   return value
     .replace(/&amp;/g, "&")
@@ -203,6 +462,51 @@ function getOffer(node: JsonObject): JsonObject | null {
   return offers && typeof offers === "object" ? (offers as JsonObject) : null;
 }
 
+function getOfferCandidates(node: JsonObject): JsonObject[] {
+  const offers = node.offers;
+  const values = Array.isArray(offers) ? offers : [offers];
+  return values
+    .map((offer) => (offer && typeof offer === "object" ? (offer as JsonObject) : null))
+    .filter((offer): offer is JsonObject => !!offer);
+}
+
+function extractPriceFromJsonLdProduct(product: JsonObject): ExtractedProductPrice | null {
+  const offers = getOfferCandidates(product);
+  const offerCandidates = offers.length ? offers : [product];
+  for (const offer of offerCandidates) {
+    const currency = offer.priceCurrency ?? product.priceCurrency;
+    const direct = normalizePriceCandidate({
+      amount: offer.price ?? product.price,
+      currency,
+      source: "json_ld",
+    });
+    if (direct) return direct;
+
+    const lowPrice = normalizePriceCandidate({
+      amount: offer.lowPrice,
+      currency,
+      source: "json_ld",
+      display:
+        offer.lowPrice != null && offer.highPrice != null
+          ? `${cleanText(offer.lowPrice, 40) ?? ""}-${cleanText(offer.highPrice, 40) ?? ""}`
+          : null,
+    });
+    if (lowPrice) return lowPrice;
+
+    const highPrice = normalizePriceCandidate({
+      amount: offer.highPrice,
+      currency,
+      source: "json_ld",
+    });
+    if (highPrice) return highPrice;
+  }
+  return normalizePriceCandidate({
+    amount: product.price,
+    currency: product.priceCurrency,
+    source: "json_ld",
+  });
+}
+
 function getBrand(node: JsonObject): string | null {
   const brand = node.brand;
   if (typeof brand === "object" && brand) {
@@ -216,13 +520,34 @@ function extractJsonLdProduct(html: string): Partial<ProductMetadata> {
   const product = nodes.find(isProductNode);
   if (!product) return {};
   const offer = getOffer(product);
+  const productPrice = extractPriceFromJsonLdProduct(product);
+  const additional = additionalPropertiesFromJsonLd(product);
+  const materialValues = normalizeMaterials([
+    cleanText(product.material, 240),
+    propertyValueFromAdditionalProperties(additional, ["material", "composition", "fabric"]),
+  ]);
+  const sizeOptions = extractSizesFromValues([
+    product.size,
+    propertyValueFromAdditionalProperties(additional, ["size", "available size", "sizes"]),
+  ]);
+  const careInstructions = cleanList([
+    product.careInstructions,
+    propertyValueFromAdditionalProperties(additional, ["care", "care instructions", "washing instructions"]),
+  ], 6);
   return {
     brand: getBrand(product),
     title: cleanText(product.name, 180),
     description: cleanText(product.description, 700),
-    price: cleanText(offer?.price ?? product.price, 60),
-    currency: cleanText(offer?.priceCurrency ?? product.priceCurrency, 12),
+    productDescription: cleanText(product.description, 700),
+    price: productPrice?.display ?? cleanText(offer?.price ?? product.price, 60),
+    currency: productPrice?.currency ?? cleanText(offer?.priceCurrency ?? product.priceCurrency, 12),
+    priceAmount: productPrice?.amount ?? null,
+    priceCurrency: productPrice?.currency ?? null,
+    priceDisplay: productPrice?.display ?? null,
+    priceExtractionSource: productPrice?.source ?? null,
     color: cleanText(product.color, 80),
+    displayColor: cleanText(product.color, 80),
+    displayColors: cleanList(Array.isArray(product.color) ? product.color : [product.color], 6),
     categoryHints: cleanList(
       [
         product.category,
@@ -231,12 +556,497 @@ function extractJsonLdProduct(html: string): Partial<ProductMetadata> {
         product.itemCondition,
       ].filter(Boolean),
     ),
-    material: cleanText(product.material, 160),
-    sizeHints: cleanList(product.size),
+    material: materialValues[0] ?? cleanText(product.material, 160),
+    materials: materialValues,
+    fit: normalizeFit(propertyValueFromAdditionalProperties(additional, ["fit"])),
+    sleeveLength: normalizeSleeveLength(propertyValueFromAdditionalProperties(additional, ["sleeve", "sleeve length"])),
+    collar: normalizeCollar(propertyValueFromAdditionalProperties(additional, ["collar", "neckline"])),
+    length: normalizeLength(propertyValueFromAdditionalProperties(additional, ["length"])),
+    pattern: normalizePattern(propertyValueFromAdditionalProperties(additional, ["pattern", "print"])),
+    sizeHints: sizeOptions,
+    sizeOptions,
+    availableSizes: sizeOptions,
+    careInstructions,
     sku: cleanText(product.sku ?? product.mpn ?? product.productID, 120),
   };
 }
 
+function parseJsonPayload(text: string): unknown | null {
+  const trimmed = text.trim();
+  if (!trimmed.startsWith("{") && !trimmed.startsWith("[")) return null;
+  try {
+    return JSON.parse(trimmed);
+  } catch {
+    return null;
+  }
+}
+
+function flattenObjects(value: unknown): JsonObject[] {
+  if (!value || typeof value !== "object") return [];
+  if (Array.isArray(value)) return value.flatMap(flattenObjects);
+  const object = value as JsonObject;
+  return [
+    object,
+    ...Object.values(object).flatMap((entry) => flattenObjects(entry)),
+  ];
+}
+
+function additionalPropertiesFromJsonLd(product: JsonObject): JsonObject[] {
+  const values = [
+    product.additionalProperty,
+    product.additionalProperties,
+    product.properties,
+  ];
+  return values.flatMap((value) => asObjectArrayLoose(value));
+}
+
+function asObjectArrayLoose(value: unknown): JsonObject[] {
+  if (Array.isArray(value)) {
+    return value
+      .map((entry) => (entry && typeof entry === "object" ? (entry as JsonObject) : null))
+      .filter((entry): entry is JsonObject => !!entry);
+  }
+  return value && typeof value === "object" ? [value as JsonObject] : [];
+}
+
+function propertyValueFromAdditionalProperties(properties: JsonObject[], names: string[]) {
+  const normalizedNames = names.map((name) => name.toLowerCase());
+  for (const property of properties) {
+    const name = cleanText(property.name ?? property.propertyID ?? property.label, 120)?.toLowerCase();
+    if (!name) continue;
+    if (!normalizedNames.some((candidate) => name.includes(candidate))) continue;
+    const value = cleanText(property.value ?? property.valueReference ?? property.description, 240);
+    if (value) return value;
+  }
+  return null;
+}
+
+function firstStringFromKeys(object: JsonObject, keys: string[], maxLength = 220) {
+  for (const key of keys) {
+    const value = object[key];
+    const text = cleanText(value, maxLength);
+    if (text) return text;
+  }
+  return null;
+}
+
+function objectContainsText(object: JsonObject, needle: string) {
+  if (!needle) return false;
+  return Object.values(object).some((value) => String(value ?? "").includes(needle));
+}
+
+function extractHmJsonMetadata(url: URL, html: string): Partial<ProductMetadata> {
+  if (!isHmProductUrl(url)) return {};
+  const parsed = parseJsonPayload(html);
+  if (!parsed) return {};
+  const articleId = hmArticleIdFromUrl(url);
+  const objects = flattenObjects(parsed);
+  const candidates = [
+    ...objects.filter((object) => !!articleId && objectContainsText(object, articleId)),
+    ...objects,
+  ];
+  const selected = candidates.find((object) =>
+    firstStringFromKeys(object, ["productName", "name", "title", "formattedName"]) ||
+    firstStringFromKeys(object, ["articleCode", "sku", "code", "id"]),
+  );
+  if (!selected) return {};
+  const flattenedText = JSON.stringify(selected);
+  const materialValues = normalizeMaterials([
+    firstStringFromKeys(selected, ["material", "composition", "materials", "compositionText"], 500),
+    flattenedText,
+  ]);
+  const sizes = extractSizesFromValues([
+    selected.sizes,
+    selected.availableSizes,
+    selected.variants,
+    flattenedText,
+  ]);
+  const rawTitle = firstStringFromKeys(selected, ["productName", "name", "title", "formattedName"], 180);
+  const rawDescription = firstStringFromKeys(selected, ["description", "productDescription", "shortDescription"], 700);
+  const rawColor = firstStringFromKeys(selected, ["colorName", "colourName", "color", "colour"], 80);
+  const hints = extractAttributeHintsFromText(`${rawTitle ?? ""} ${rawDescription ?? ""} ${flattenedText}`);
+  return {
+    title: rawTitle,
+    brand: firstStringFromKeys(selected, ["brandName", "brand"], 120) ?? "H&M",
+    color: rawColor,
+    displayColor: rawColor,
+    displayColors: rawColor ? [rawColor] : [],
+    description: rawDescription,
+    productDescription: rawDescription,
+    material: materialValues[0] ?? hints.material ?? null,
+    materials: materialValues.length ? materialValues : hints.materials,
+    fit: hints.fit,
+    sleeveLength: hints.sleeveLength,
+    collar: hints.collar,
+    length: hints.length,
+    pattern: hints.pattern,
+    sizeHints: sizes.length ? sizes : hints.sizeHints,
+    sizeOptions: sizes.length ? sizes : hints.sizeOptions,
+    availableSizes: sizes.length ? sizes : hints.availableSizes,
+    careInstructions: hints.careInstructions,
+    sku: firstStringFromKeys(selected, ["articleCode", "sku", "code", "id"], 120) ?? articleId,
+  };
+}
+
+function extractJsonLdPrice(html: string): ExtractedProductPrice | null {
+  const nodes = parseJsonLdBlocks(html).flatMap(flattenJsonLd);
+  for (const product of nodes.filter(isProductNode)) {
+    const price = extractPriceFromJsonLdProduct(product);
+    if (price) return price;
+  }
+  return null;
+}
+
+function extractMetaPrice(html: string): ExtractedProductPrice | null {
+  const amount =
+    extractMeta(html, "product:price:amount") ??
+    extractMeta(html, "og:price:amount");
+  if (!amount) return null;
+  return normalizePriceCandidate({
+    amount,
+    currency:
+      extractMeta(html, "product:price:currency") ??
+      extractMeta(html, "og:price:currency"),
+    source: "meta",
+  });
+}
+
+function extractMetaPriceByKeys(html: string, amountKeys: string[], currencyKeys: string[]): ExtractedProductPrice | null {
+  const amount = amountKeys.map((key) => extractMeta(html, key)).find(Boolean);
+  if (!amount) return null;
+  return normalizePriceCandidate({
+    amount,
+    currency: currencyKeys.map((key) => extractMeta(html, key)).find(Boolean),
+    source: "meta",
+  });
+}
+
+function stripVisibleText(html: string): string {
+  return decodeHtmlEntities(
+    html
+      .replace(/<script[\s\S]*?<\/script>/gi, " ")
+      .replace(/<style[\s\S]*?<\/style>/gi, " ")
+      .replace(/<noscript[\s\S]*?<\/noscript>/gi, " ")
+      .replace(/<svg[\s\S]*?<\/svg>/gi, " ")
+      .replace(/<(?:header|footer|nav|aside)[\s\S]*?<\/(?:header|footer|nav|aside)>/gi, " ")
+      .replace(/<[^>]+>/g, " "),
+  )
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function extractOriginalPriceFromVisibleText(html: string, currentAmount?: number | null): ExtractedProductPrice | null {
+  const text = stripVisibleText(html).slice(0, 80_000);
+  const match = text.match(/\b(?:regular|original|was|list)\s+price\s*[:-]?\s*((?:USD|INR|EUR|GBP|CAD|AUD|AED)\s+|(?:US\$|CA\$|C\$|AU\$|A\$|\$|₹|€|£|د\.إ)\s*)\d[\d,.]*/i);
+  const display = cleanText(match?.[1] ? match[0].replace(/^[^$€£₹A-Z]*(?=(?:USD|INR|EUR|GBP|CAD|AUD|AED|US\$|CA\$|C\$|AU\$|A\$|\$|₹|€|£|د\.إ))/i, "") : null, 80);
+  if (!display) return null;
+  const candidate = normalizePriceCandidate({
+    amount: display,
+    currency: currencyFromPriceText(display),
+    source: "visible_text",
+    display,
+  });
+  if (!candidate) return null;
+  if (typeof currentAmount === "number" && candidate.amount <= currentAmount) return null;
+  return candidate;
+}
+
+function normalizeMaterials(values: Array<unknown>): string[] {
+  const text = values
+    .flatMap((value) => (Array.isArray(value) ? value : [value]))
+    .map((value) => cleanText(value, 700))
+    .filter((value): value is string => !!value)
+    .join(" ");
+  const found: string[] = [];
+  for (const [pattern, material] of MATERIAL_ALIASES) {
+    if (pattern.test(text) && !found.includes(material)) found.push(material);
+  }
+  return found.slice(0, 8);
+}
+
+function normalizeFit(value?: string | null) {
+  const text = String(value ?? "").toLowerCase();
+  if (/\bloose\s+fit\b|\bloose\b/.test(text)) return "loose";
+  if (/\brelaxed\s+fit\b|\brelaxed\b/.test(text)) return "relaxed";
+  if (/\boversized\b/.test(text)) return "oversized";
+  if (/\bslim\s+fit\b|\bslim\b/.test(text)) return "slim";
+  if (/\bregular\s+fit\b|\bregular\b/.test(text)) return "regular";
+  if (/\bstraight\s+fit\b/.test(text)) return "straight";
+  return null;
+}
+
+function normalizeSleeveLength(value?: string | null) {
+  const text = String(value ?? "").toLowerCase();
+  if (/\blong[-\s]?sleeved?\b|\blong sleeves?\b/.test(text)) return "long sleeve";
+  if (/\bshort[-\s]?sleeved?\b|\bshort sleeves?\b/.test(text)) return "short sleeve";
+  if (/\bsleeveless\b/.test(text)) return "sleeveless";
+  if (/\b3\/4\b|\bthree-quarter\b/.test(text)) return "three-quarter sleeve";
+  return null;
+}
+
+function normalizeCollar(value?: string | null) {
+  const text = String(value ?? "").toLowerCase();
+  if (/\bpolo collar\b|\bturn-down collar\b|\bcollar\b/.test(text)) return "collared";
+  if (/\bcrew neck\b|\bcrewneck\b/.test(text)) return "crew neck";
+  if (/\bv-neck\b|\bv neck\b/.test(text)) return "v-neck";
+  if (/\bmock neck\b/.test(text)) return "mock neck";
+  return null;
+}
+
+function normalizeLength(value?: string | null) {
+  const text = String(value ?? "").toLowerCase();
+  if (/\bcropped\b/.test(text)) return "cropped";
+  if (/\blongline\b|\blong length\b/.test(text)) return "long";
+  if (/\bregular length\b|\bregular\b/.test(text)) return "regular";
+  if (/\bshort length\b|\bshort\b/.test(text)) return "short";
+  return null;
+}
+
+function normalizePattern(value?: string | null) {
+  const text = String(value ?? "").toLowerCase();
+  if (/\bstriped?\b|\bstripe\b/.test(text)) return "striped";
+  if (/\bplaid\b|\bchecked?\b|\bcheck\b/.test(text)) return "checked";
+  if (/\bgraphic\b|\bmotif\b|\bprinted graphic\b/.test(text)) return "graphic";
+  if (/\bprint(?:ed)?\b/.test(text)) return "printed";
+  if (/\bfloral\b/.test(text)) return "floral";
+  if (/\bsolid\b|\bplain\b/.test(text)) return "solid";
+  return null;
+}
+
+function extractSizesFromValues(values: unknown[]) {
+  const text = values
+    .flatMap((value) => (Array.isArray(value) ? value : [value]))
+    .map((value) => cleanText(value, 500))
+    .filter((value): value is string => !!value)
+    .join(" ");
+  const ordered = ["XXS", "XS", "S", "M", "L", "XL", "XXL", "2XL", "3XL"];
+  const found = ordered.filter((size) => new RegExp(`\\b${size}\\b`, "i").test(text));
+  const numeric = Array.from(text.matchAll(/\b(?:US\s*)?(\d{1,2}(?:\.\d)?)\b/g))
+    .map((match) => match[1])
+    .filter((value): value is string => !!value)
+    .slice(0, 12);
+  return Array.from(new Set([...found, ...numeric])).slice(0, 16);
+}
+
+function extractColorFromText(value?: string | null) {
+  const text = String(value ?? "").trim();
+  const slashColor = text.match(/^([A-Za-z]+(?:\s+[A-Za-z]+){0,2})\s*\//)?.[1];
+  if (slashColor) return cleanText(slashColor.toLowerCase(), 80);
+  const known = text.match(/\b(light blue|dark blue|navy blue|sky blue|cream|ecru|beige|black|white|gray|grey|red|green|blue|yellow|pink|purple|orange|brown|khaki|olive|stone|ivory|silver|gold)\b/i)?.[1];
+  return known ? known.toLowerCase() : null;
+}
+
+function extractAttributeHintsFromText(text: string): Partial<ProductMetadata> {
+  const source = cleanText(text, 5000) ?? "";
+  const materials = normalizeMaterials([source]);
+  const sizes = extractSizesFromValues([source]);
+  const care = Array.from(source.matchAll(/\b(?:machine wash|wash with|do not bleach|tumble dry|line dry|dry clean|iron on)[^.]{0,100}/gi))
+    .map((match) => cleanText(match[0], 140))
+    .filter((value): value is string => !!value)
+    .slice(0, 6);
+  return {
+    material: materials[0] ?? null,
+    materials,
+    fit: normalizeFit(source),
+    sleeveLength: normalizeSleeveLength(source),
+    collar: normalizeCollar(source),
+    length: normalizeLength(source),
+    pattern: normalizePattern(source),
+    sizeOptions: sizes,
+    availableSizes: sizes,
+    sizeHints: sizes,
+    careInstructions: care,
+  };
+}
+
+function inferCategoryHintsFromTitle(title?: string | null): string[] {
+  const text = String(title ?? "").toLowerCase();
+  if (/\bfootball shirt\b/.test(text)) return ["top", "football shirt"];
+  if (/\bpolo\b/.test(text)) return ["top", "polo"];
+  if (/\bt-?shirt\b|\btee\b/.test(text)) return ["top", "tshirt"];
+  if (/\bshirt\b/.test(text)) return ["top", "shirt"];
+  if (/\bhoodie\b/.test(text)) return ["top", "hoodie"];
+  if (/\bsweater|jumper|knit\b/.test(text)) return ["top", "sweater"];
+  if (/\bracer jacket\b/.test(text)) return ["outerwear", "racer jacket"];
+  if (/\bjacket\b/.test(text)) return ["outerwear", "jacket"];
+  if (/\bcoat\b/.test(text)) return ["outerwear", "coat"];
+  if (/\bblazer\b/.test(text)) return ["outerwear", "blazer"];
+  if (/\bjeans?\b/.test(text)) return ["bottom", "jeans"];
+  if (/\btrousers?\b|\bpants?\b/.test(text)) return ["bottom", "trousers"];
+  if (/\bshorts?\b/.test(text)) return ["bottom", "shorts"];
+  if (/\bskirt\b/.test(text)) return ["bottom", "skirt"];
+  if (/\bsneakers?\b|\btrainers?\b/.test(text)) return ["footwear", "sneakers"];
+  if (/\bboots?\b/.test(text)) return ["footwear", "boots"];
+  if (/\bloafers?\b/.test(text)) return ["footwear", "loafers"];
+  if (/\bdress\b/.test(text)) return ["one_piece", "dress"];
+  return [];
+}
+
+function productNounFromHints(hints: string[], fallbackTitle?: string | null) {
+  const sub = hints[1];
+  if (sub && !/^(tshirt|shirt|top|bottom|outerwear|footwear)$/i.test(sub)) return sub;
+  const title = String(fallbackTitle ?? "").toLowerCase();
+  return (
+    title.match(/\bfootball shirt\b/)?.[0] ??
+    title.match(/\bracer jacket\b/)?.[0] ??
+    title.match(/\b(?:polo|t-?shirt|shirt|hoodie|sweater|jacket|coat|blazer|jeans|trousers|pants|shorts|skirt|sneakers|trainers|boots|loafers|dress)\b/)?.[0] ??
+    sub ??
+    "item"
+  );
+}
+
+function removeBrandWords(title: string, brand?: string | null) {
+  let next = title;
+  const brands = [brand, "H&M", "Zara", "Uniqlo", "Nike", "Adidas"]
+    .map((value) => cleanText(value, 80))
+    .filter((value): value is string => !!value);
+  for (const candidate of brands) {
+    const escaped = candidate.replace(/[.*+?^${}()|[\]\\]/g, "\\$&");
+    next = next
+      .replace(new RegExp(`^${escaped}\\s+`, "i"), "")
+      .replace(new RegExp(`\\s+[|–-]\\s*${escaped}\\s*$`, "i"), "")
+      .replace(new RegExp(`\\b${escaped}\\b`, "i"), "");
+  }
+  return next.replace(/\s+/g, " ").trim();
+}
+
+function titleDerivedBrand(title?: string | null) {
+  const text = cleanText(title, 220);
+  if (!text) return null;
+  const firstSegment = text.split(/\s+[|–-]\s+|:/)[0]?.trim();
+  if (!firstSegment) return null;
+  if (isLicensedGraphicText(firstSegment)) return null;
+  const words = firstSegment.split(/\s+/).filter(Boolean);
+  if (!words.length || words.length > 3) return null;
+  if (/\b(light|dark|blue|black|white|cream|loose|regular|slim|fit|shirt|jacket|dress|pants|trousers|sneakers?)\b/i.test(firstSegment)) {
+    return null;
+  }
+  return cleanText(firstSegment, 120);
+}
+
+function cleanRetailProductTitle(params: {
+  rawTitle?: string | null;
+  brand?: string | null;
+  color?: string | null;
+  fit?: string | null;
+  pattern?: string | null;
+  categoryHints?: string[];
+  graphicText?: string | null;
+}) {
+  const raw = cleanText(params.rawTitle, 260);
+  if (!raw) return null;
+  let title = raw
+    .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
+    .replace(/\s*\|\s*Zara\s*$/i, "")
+    .replace(/\s*\|\s*Nike\s*$/i, "")
+    .replace(/^Men[’']s\s+/i, "")
+    .replace(/^Women[’']s\s+/i, "")
+    .replace(/^Ladies[’']?\s+/i, "")
+    .trim();
+
+  title = title.replace(/^([^/]{2,36})\/([A-Za-z0-9&'.-]+)\s+/i, (_match, colorPart: string, slashPart: string) => {
+    if (isLicensedGraphicText(slashPart)) return `${colorPart} `;
+    return `${colorPart} ${slashPart} `;
+  });
+
+  const graphicText = params.graphicText ?? licensedGraphicFromText(title);
+  if (graphicText) {
+    title = title.replace(new RegExp(`\\b${graphicText.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\b`, "i"), "");
+  }
+  title = removeBrandWords(title, params.brand)
+    .replace(/\s*\/\s*/g, " ")
+    .replace(/\s{2,}/g, " ")
+    .trim();
+
+  const color = cleanText(params.color ?? extractColorFromText(raw), 80)?.toLowerCase() ?? null;
+  const fit = params.fit ?? normalizeFit(title);
+  const pattern = params.pattern ?? normalizePattern(title);
+  const noun = productNounFromHints(params.categoryHints ?? inferCategoryHintsFromTitle(title), title);
+  const lowerTitle = title.toLowerCase();
+  const shouldRebuild =
+    isLicensedGraphicText(raw) ||
+    /\/[A-Za-z0-9&'.-]+/.test(raw) ||
+    (color && fit && !lowerTitle.includes(`${color} ${fit}`));
+  if (!shouldRebuild) {
+    return title.charAt(0).toUpperCase() + title.slice(1);
+  }
+
+  const parts = [color, fit, pattern && pattern !== "solid" ? pattern : null, noun]
+    .filter((value): value is string => !!value)
+    .filter((value, index, array) => array.findIndex((entry) => sameBrand(entry, value)) === index);
+  const rebuilt = parts.join(" ").replace(/\s+/g, " ").trim();
+  return rebuilt ? rebuilt.charAt(0).toUpperCase() + rebuilt.slice(1) : title || raw;
+}
+
+function hasUnsafePriceContext(context: string): boolean {
+  return /\b(?:shipping|delivery|returns?|tax|subtotal|cart|bag|checkout|installments?|instalments?|payments?|per\s+month|monthly|\/mo|klarna|afterpay|affirm|sezzle|zip|reward|rewards|points?|cash\s*back|coupon|promo|newsletter|gift\s*card|save|discount|off|minimum|free|was|original|regular|compare\s+at|list\s+price|msrp)\b/i.test(context);
+}
+
+function extractVisibleTextPrice(html: string): ExtractedProductPrice | null {
+  const text = stripVisibleText(html).slice(0, 80_000);
+  if (!text) return null;
+  const priceRe =
+    /(?:\b(?:USD|INR|EUR|GBP|CAD|AUD|AED)\s+|(?:US\$|CA\$|C\$|AU\$|A\$|\$|₹|€|£|د\.إ)\s*)\d[\d,.]*(?:\.\d{1,2})?/gi;
+  const matches: ExtractedProductPrice[] = [];
+  let match: RegExpExecArray | null;
+  while ((match = priceRe.exec(text))) {
+    const display = cleanText(match[0], 80);
+    if (!display) continue;
+    const context = text.slice(Math.max(0, match.index - 70), match.index + display.length + 70);
+    if (hasUnsafePriceContext(context)) continue;
+    const candidate = normalizePriceCandidate({
+      amount: display,
+      currency: currencyFromPriceText(display),
+      source: "visible_text",
+      display,
+    });
+    if (!candidate) continue;
+    if (candidate.amount < 3) continue;
+    matches.push(candidate);
+    if (matches.length > 8) break;
+  }
+  const unique = new Map<string, ExtractedProductPrice>();
+  for (const candidate of matches) {
+    unique.set(`${candidate.currency ?? "UNK"}:${candidate.amount.toFixed(2)}`, candidate);
+  }
+  if (unique.size !== 1) return null;
+  return Array.from(unique.values())[0] ?? null;
+}
+
+export function extractProductPriceFromHtml(_url: string, html: string): ExtractedProductPrice | null {
+  return extractJsonLdPrice(html) ?? extractMetaPrice(html) ?? extractVisibleTextPrice(html);
+}
+
+function extractProductPriceSetFromHtml(url: string, html: string) {
+  const current = extractProductPriceFromHtml(url, html);
+  const sale =
+    extractMetaPriceByKeys(
+      html,
+      ["product:sale_price:amount", "og:sale_price:amount", "sale_price", "salePrice"],
+      ["product:sale_price:currency", "og:sale_price:currency", "product:price:currency", "og:price:currency"],
+    ) ?? null;
+  const original =
+    extractMetaPriceByKeys(
+      html,
+      [
+        "product:original_price:amount",
+        "product:price:original_amount",
+        "og:price:standard_amount",
+        "original_price",
+        "regular_price",
+      ],
+      ["product:original_price:currency", "product:price:currency", "og:price:currency"],
+    ) ?? extractOriginalPriceFromVisibleText(html, current?.amount ?? sale?.amount ?? null);
+  const salePrice =
+    sale?.amount ??
+    (original?.amount && current?.amount && current.amount < original.amount ? current.amount : null);
+  return {
+    current,
+    salePrice,
+    originalPrice: original?.amount ?? null,
+  };
+}
+
 function normalizeUrl(baseUrl: URL, value: string): string | null {
   const cleaned = decodeHtmlEntities(value).trim();
   if (!cleaned || cleaned.startsWith("data:")) return null;
@@ -252,6 +1062,42 @@ function normalizeUrl(baseUrl: URL, value: string): string | null {
   }
 }
 
+function imageDedupKey(url: string) {
+  return url.replace(/([?&])(imwidth|width|height|w|h|sw|sh|q|quality)=\d+/gi, "$1").toLowerCase();
+}
+
+function productIdHintsFromUrl(url: URL) {
+  const values = [
+    ...url.pathname.matchAll(/[A-Z0-9]{5,}-\d{2,}|\b\d{5,}\b/gi),
+    ...url.search.matchAll(/[A-Z0-9]{5,}-\d{2,}|\b\d{5,}\b/gi),
+  ]
+    .map((match) => match[0]?.toLowerCase())
+    .filter((value): value is string => !!value && value.length >= 5);
+  return Array.from(new Set(values)).slice(0, 6);
+}
+
+function imageSourceWeight(source: ProductImageExtractionSource) {
+  switch (source) {
+    case "json_ld":
+      return 42;
+    case "og_image":
+      return 30;
+    case "twitter":
+      return 22;
+    case "html_image":
+      return 8;
+    case "fallback":
+    default:
+      return 0;
+  }
+}
+
+function contextualImageScore(url: string, source: ProductImageExtractionSource, sourceUrl: URL) {
+  const lower = url.toLowerCase();
+  const productIdBoost = productIdHintsFromUrl(sourceUrl).some((id) => lower.includes(id)) ? 20 : 0;
+  return scoreImageUrl(url) + imageSourceWeight(source) + productIdBoost;
+}
+
 function imageDimensionHints(url: string) {
   const lower = url.toLowerCase();
   const values: number[] = [];
@@ -326,7 +1172,7 @@ function dedupeStableImageUrls(urls: string[]): string[] {
   const byKey = new Map<string, { url: string; firstIndex: number; score: number }>();
   urls.forEach((url, index) => {
     if (/\s/.test(url)) return;
-    const key = url.replace(/([?&])(imwidth|width|height|w|h|sw|sh|q|quality)=\d+/gi, "$1").toLowerCase();
+    const key = imageDedupKey(url);
     const score = scoreImageUrl(url);
     if (score < -2) return;
     const existing = byKey.get(key);
@@ -368,6 +1214,14 @@ function hmArticleIdFromUrl(url: URL) {
   return url.pathname.match(/\/productpage\.(\d+)\.html$/i)?.[1] ?? null;
 }
 
+function hmContentFallbackUrls(url: URL) {
+  if (!isHmProductUrl(url)) return [];
+  return [
+    new URL(`${url.pathname}/_jcr_content.product.json`, url).toString(),
+    new URL(`${url.pathname}/_jcr_content/product.json`, url).toString(),
+  ];
+}
+
 function imageValuesFromJsonLd(value: unknown, baseUrl: URL) {
   const values = Array.isArray(value) ? value : [value];
   return values
@@ -470,7 +1324,7 @@ function extractMarkupImages(html: string, baseUrl: URL): string[] {
   }
 
   const quotedUrlRe =
-    /["'](https?:\/\/[^\s"']+\.(?:jpg|jpeg|png|webp)(?:\?[^\s"']*)?)["']/gi;
+    /["']((?:https?:)?\/\/[^\s"']+\.(?:jpg|jpeg|png|webp)(?:\?[^\s"']*)?)["']/gi;
   while ((match = quotedUrlRe.exec(html))) {
     const normalized = normalizeUrl(baseUrl, match[1] ?? "");
     if (normalized) out.push(normalized);
@@ -478,6 +1332,116 @@ function extractMarkupImages(html: string, baseUrl: URL): string[] {
   return out;
 }
 
+function rankImageCandidatesBySource(
+  candidates: { url: string; source: ProductImageExtractionSource; index: number }[],
+  sourceUrl: URL,
+) {
+  const byKey = new Map<string, { url: string; source: ProductImageExtractionSource; index: number; score: number }>();
+  for (const candidate of candidates) {
+    if (/\s/.test(candidate.url)) continue;
+    const score = contextualImageScore(candidate.url, candidate.source, sourceUrl);
+    if (score < 8) continue;
+    const key = imageDedupKey(candidate.url);
+    const existing = byKey.get(key);
+    if (!existing || score > existing.score || (score === existing.score && candidate.index < existing.index)) {
+      byKey.set(key, { ...candidate, index: existing?.index ?? candidate.index, score });
+    }
+  }
+  return Array.from(byKey.values())
+    .sort((a, b) => b.score - a.score || a.index - b.index || a.url.localeCompare(b.url));
+}
+
+function extractProductImagesWithSource(url: string, html: string): ProductImageExtraction {
+  const baseUrl = new URL(url);
+  if (isAmazonProductUrl(baseUrl)) {
+    return { urls: [], source: null, candidateCount: 0 };
+  }
+  const scopedHmImages = extractHmScopedProductImages(html, baseUrl);
+  if (scopedHmImages) {
+    return {
+      urls: scopedHmImages,
+      source: "json_ld",
+      candidateCount: scopedHmImages.length,
+    };
+  }
+  const nikeVariantImages = extractNikeSelectedVariantData(baseUrl.toString(), html)?.imageUrls;
+  if (nikeVariantImages?.length) {
+    return {
+      urls: nikeVariantImages,
+      source: "fallback",
+      candidateCount: nikeVariantImages.length,
+    };
+  }
+
+  let sourceIndex = 0;
+  const withSource = (
+    source: ProductImageExtractionSource,
+    urls: Array<string | null | undefined>,
+  ) =>
+    urls
+      .filter((entry): entry is string => !!entry)
+      .map((entry) => ({
+        url: entry,
+        source,
+        index: sourceIndex++,
+      }));
+  const candidates = [
+    ...withSource("json_ld", extractJsonLdImages(html, baseUrl)),
+    ...withSource(
+      "og_image",
+      [extractMeta(html, "og:image"), extractMeta(html, "og:image:secure_url")]
+        .map((value) => (value ? normalizeUrl(baseUrl, value) : null)),
+    ),
+    ...withSource(
+      "twitter",
+      [extractMeta(html, "twitter:image"), extractMeta(html, "twitter:image:src")]
+        .map((value) => (value ? normalizeUrl(baseUrl, value) : null)),
+    ),
+    ...withSource("html_image", extractMarkupImages(html, baseUrl)),
+  ];
+  const ranked = rankImageCandidatesBySource(candidates, baseUrl);
+  const urls = ranked.slice(0, 12).map((entry) => entry.url);
+  const source = ranked[0]?.source ?? null;
+  debugProductLinkInfo("[AURA_LINK_DEBUG] image extraction source", {
+    host: baseUrl.hostname,
+    path: baseUrl.pathname,
+    extractionSource: source,
+    candidateCount: ranked.length,
+    selectedImageHost: urls[0] ? safeHost(urls[0]) : null,
+  });
+  logger.info("[LINK_IMAGE_CANDIDATES] extracted product image candidates", {
+    sourceUrl: redactUrlForLogs(url),
+    extractionSource: source,
+    candidateCount: ranked.length,
+    urls: urls.slice(0, 20).map((entry) => redactUrlForLogs(entry)),
+  });
+  ranked.slice(0, 12).forEach((entry, rank) => {
+    logger.info("[LINK_IMAGE_SCORE] URL heuristic score", {
+      sourceUrl: redactUrlForLogs(url),
+      source: entry.source,
+      sourceIndex: entry.index,
+      rank,
+      url: redactUrlForLogs(entry.url),
+      score: entry.score,
+      reasons: imageScoreReasons(entry.url),
+    });
+  });
+  logger.info("[LINK_IMAGE_PRIMARY] generic primary image selected", {
+    sourceUrl: redactUrlForLogs(url),
+    extractionSource: source,
+    primaryImageUrl: redactUrlForLogs(urls[0]),
+  });
+  logger.info("[LINK_IMAGE_SECONDARY] generic secondary images selected", {
+    sourceUrl: redactUrlForLogs(url),
+    secondaryImageUrls: urls.slice(1).map((entry) => redactUrlForLogs(entry)),
+  });
+  return {
+    urls,
+    source,
+    candidateCount: ranked.length,
+  };
+}
+
 function parseNextDataPageProps(html: string): JsonObject | null {
   const match = html.match(
     /<script id=["']__NEXT_DATA__["'] type=["']application\/json["']>([\s\S]*?)<\/script>/i,
@@ -699,13 +1663,14 @@ export function extractNikeSelectedVariantData(
     });
   }
 
-  const domain = canonicalUrl.hostname.replace(/^www\./, "");
-  const retailer = domain.split(".")[0] ?? domain;
+  const domain = normalizedDomain(canonicalUrl.hostname);
+  const retailer = merchantLabelFromUrl(canonicalUrl);
   return {
     metadata: {
       sourceUrl: canonicalUrl.toString(),
       domain,
       retailer,
+      merchantBrand: merchantBrandFromUrl(canonicalUrl),
       brand: nikeProductBrand(product),
       title,
       color: colorDescription,
@@ -718,41 +1683,7 @@ export function extractNikeSelectedVariantData(
 }
 
 export function extractProductImagesFromHtml(url: string, html: string): string[] {
-  const baseUrl = new URL(url);
-  if (isAmazonProductUrl(baseUrl)) {
-    return [];
-  }
-  const scopedHmImages = extractHmScopedProductImages(html, baseUrl);
-  if (scopedHmImages) {
-    return scopedHmImages;
-  }
-  const nikeVariantImages = extractNikeSelectedVariantData(baseUrl.toString(), html)?.imageUrls;
-  if (nikeVariantImages?.length) {
-    return nikeVariantImages;
-  }
-  const candidates = [
-    ...extractJsonLdImages(html, baseUrl),
-    ...[extractMeta(html, "og:image"), extractMeta(html, "og:image:secure_url")]
-      .map((value) => (value ? normalizeUrl(baseUrl, value) : null))
-      .filter((value): value is string => !!value),
-    ...extractMarkupImages(html, baseUrl),
-  ];
-  const deduped = dedupeStableImageUrls(candidates);
-  logger.info("[LINK_IMAGE_CANDIDATES] extracted product image candidates", {
-    sourceUrl: url,
-    candidateCount: deduped.length,
-    urls: deduped.slice(0, 20),
-  });
-  const ranked = rankImageUrlsByUrlHeuristic(deduped, url, "generic_extraction").slice(0, 8);
-  logger.info("[LINK_IMAGE_PRIMARY] generic primary image selected", {
-    sourceUrl: url,
-    primaryImageUrl: ranked[0] ?? null,
-  });
-  logger.info("[LINK_IMAGE_SECONDARY] generic secondary images selected", {
-    sourceUrl: url,
-    secondaryImageUrls: ranked.slice(1),
-  });
-  return ranked;
+  return extractProductImagesWithSource(url, html).urls;
 }
 
 export function extractProductMetadataFromHtml(
@@ -760,62 +1691,175 @@ export function extractProductMetadataFromHtml(
   html: string,
 ): ProductMetadata {
   const parsed = new URL(url);
+  const extractedPrices = extractProductPriceSetFromHtml(parsed.toString(), html);
+  const extractedPrice = extractedPrices.current;
   if (isAmazonProductUrl(parsed)) {
     return {
       sourceUrl: parsed.toString(),
-      domain: parsed.hostname.replace(/^www\./, ""),
+      domain: normalizedDomain(parsed.hostname),
       retailer: "amazon",
+      merchantBrand: "Amazon",
+      price: extractedPrice?.display ?? null,
+      currency: extractedPrice?.currency ?? null,
+      priceAmount: extractedPrice?.amount ?? null,
+      priceCurrency: extractedPrice?.currency ?? null,
+      priceDisplay: extractedPrice?.display ?? null,
+      salePrice: extractedPrices.salePrice,
+      originalPrice: extractedPrices.originalPrice,
+      priceExtractionSource: extractedPrice?.source ?? null,
     };
   }
-  const domain = parsed.hostname.replace(/^www\./, "");
-  const retailer = domain.split(".")[0] ?? domain;
+  const domain = normalizedDomain(parsed.hostname);
+  const retailer = merchantLabelFromUrl(parsed);
+  const merchantBrand = merchantBrandFromUrl(parsed);
   const jsonLd = extractJsonLdProduct(html);
+  const hmJson = extractHmJsonMetadata(parsed, html);
   const nikeVariant = extractNikeSelectedVariantData(parsed.toString(), html);
   const nikeMetadata: Partial<ProductMetadata> = nikeVariant?.metadata ?? {};
+  const rawTitle =
+    nikeMetadata.title ??
+    jsonLd.title ??
+    hmJson.title ??
+    extractMeta(html, "og:title") ??
+    extractMeta(html, "twitter:title") ??
+    extractTitle(html);
+  const rawDescription =
+    nikeMetadata.description ??
+    jsonLd.description ??
+    hmJson.description ??
+    extractMeta(html, "og:description") ??
+    extractMeta(html, "description") ??
+    extractMeta(html, "twitter:description");
+  const siteName =
+    extractMeta(html, "og:site_name") ??
+    extractMeta(html, "application-name") ??
+    extractMeta(html, "apple-mobile-web-app-title");
+  const metaBrand = extractMeta(html, "product:brand") ?? extractMeta(html, "brand");
+  const jsonLdBrand = reliableJsonLdBrand(parsed, jsonLd.brand);
+  const resolvedBrand =
+    nikeMetadata.brand ??
+    jsonLdBrand ??
+    merchantBrand ??
+    cleanText(siteName, 120) ??
+    cleanText(metaBrand, 120) ??
+    titleDerivedBrand(rawTitle) ??
+    null;
+  const brandSource: ProductMetadata["brandSource"] =
+    nikeMetadata.brand || jsonLdBrand
+      ? "json_ld"
+      : merchantBrand
+        ? "merchant"
+        : siteName
+          ? "site_name"
+          : metaBrand
+            ? "meta"
+            : titleDerivedBrand(rawTitle)
+              ? "title"
+              : null;
+  const graphicText = licensedGraphicFromText(rawTitle, rawDescription);
+  const textAttributes = extractAttributeHintsFromText(`${rawTitle ?? ""} ${rawDescription ?? ""} ${stripVisibleText(html).slice(0, 30_000)}`);
+  const color =
+    nikeMetadata.color ??
+    jsonLd.color ??
+    hmJson.color ??
+    extractMeta(html, "product:color") ??
+    extractMeta(html, "color") ??
+    extractColorFromText(rawTitle);
+  const displayColors = Array.from(new Set([
+    ...cleanList(jsonLd.displayColors, 8),
+    ...cleanList(hmJson.displayColors, 8),
+    color,
+  ].filter((value): value is string => !!cleanText(value, 80))));
+  const categoryHints = Array.from(new Set([
+    ...(nikeMetadata.categoryHints ?? []),
+    ...(jsonLd.categoryHints ?? []),
+    ...(hmJson.categoryHints ?? []),
+    ...inferCategoryHintsFromTitle(rawTitle),
+  ].filter(Boolean)));
+  const materials = Array.from(new Set([
+    ...(nikeMetadata.materials ?? []),
+    ...(jsonLd.materials ?? []),
+    ...(hmJson.materials ?? []),
+    ...(textAttributes.materials ?? []),
+    ...normalizeMaterials([
+      extractMeta(html, "product:material"),
+      extractMeta(html, "material"),
+    ]),
+  ]));
+  const fit = nikeMetadata.fit ?? jsonLd.fit ?? hmJson.fit ?? textAttributes.fit ?? normalizeFit(rawTitle);
+  const pattern = nikeMetadata.pattern ?? jsonLd.pattern ?? hmJson.pattern ?? textAttributes.pattern ?? normalizePattern(rawTitle);
+  const cleanTitle = cleanRetailProductTitle({
+    rawTitle,
+    brand: resolvedBrand,
+    color,
+    fit,
+    pattern,
+    categoryHints,
+    graphicText,
+  });
+  const sizeOptions = Array.from(new Set([
+    ...(nikeMetadata.sizeOptions ?? nikeMetadata.sizeHints ?? []),
+    ...(jsonLd.sizeOptions ?? jsonLd.sizeHints ?? []),
+    ...(hmJson.sizeOptions ?? hmJson.sizeHints ?? []),
+    ...(textAttributes.sizeOptions ?? textAttributes.sizeHints ?? []),
+  ])).slice(0, 16);
+  const careInstructions = Array.from(new Set([
+    ...(nikeMetadata.careInstructions ?? []),
+    ...(jsonLd.careInstructions ?? []),
+    ...(hmJson.careInstructions ?? []),
+    ...(textAttributes.careInstructions ?? []),
+  ])).slice(0, 6);
   const metadata: ProductMetadata = {
     sourceUrl: nikeMetadata.sourceUrl ?? parsed.toString(),
     domain: nikeMetadata.domain ?? domain,
     retailer: nikeMetadata.retailer ?? retailer,
-    brand:
-      nikeMetadata.brand ??
-      jsonLd.brand ??
-      extractMeta(html, "product:brand") ??
-      extractMeta(html, "brand"),
-    title:
-      nikeMetadata.title ??
-      jsonLd.title ??
-      extractMeta(html, "og:title") ??
-      extractMeta(html, "twitter:title") ??
-      extractTitle(html),
+    merchantBrand,
+    brand: resolvedBrand,
+    brandSource,
+    title: cleanTitle,
     price:
+      extractedPrice?.display ??
       jsonLd.price ??
       extractMeta(html, "product:price:amount") ??
+      extractMeta(html, "og:price:amount") ??
       extractMeta(html, "price") ??
       extractMeta(html, "twitter:data1"),
     currency:
+      extractedPrice?.currency ??
       jsonLd.currency ??
       extractMeta(html, "product:price:currency") ??
+      extractMeta(html, "og:price:currency") ??
       extractMeta(html, "currency"),
-    color:
-      nikeMetadata.color ??
-      jsonLd.color ??
-      extractMeta(html, "product:color") ??
-      extractMeta(html, "color"),
-    description:
-      nikeMetadata.description ??
-      jsonLd.description ??
-      extractMeta(html, "og:description") ??
-      extractMeta(html, "description") ??
-      extractMeta(html, "twitter:description"),
-    categoryHints: nikeMetadata.categoryHints ?? jsonLd.categoryHints ?? [],
-    material:
-      jsonLd.material ??
-      extractMeta(html, "product:material") ??
-      extractMeta(html, "material"),
-    sizeHints: jsonLd.sizeHints ?? [],
+    priceAmount: extractedPrice?.amount ?? jsonLd.priceAmount ?? null,
+    priceCurrency: extractedPrice?.currency ?? jsonLd.priceCurrency ?? null,
+    priceDisplay: extractedPrice?.display ?? jsonLd.priceDisplay ?? null,
+    salePrice: extractedPrices.salePrice,
+    originalPrice: extractedPrices.originalPrice,
+    priceExtractionSource: extractedPrice?.source ?? jsonLd.priceExtractionSource ?? null,
+    color,
+    displayColor: color,
+    displayColors,
+    description: rawDescription,
+    productDescription: rawDescription,
+    categoryHints,
+    material: materials[0] ?? jsonLd.material ?? hmJson.material ?? textAttributes.material ?? null,
+    materials,
+    fit,
+    sleeveLength: nikeMetadata.sleeveLength ?? jsonLd.sleeveLength ?? hmJson.sleeveLength ?? textAttributes.sleeveLength ?? normalizeSleeveLength(rawTitle),
+    collar: nikeMetadata.collar ?? jsonLd.collar ?? hmJson.collar ?? textAttributes.collar ?? normalizeCollar(rawTitle),
+    length: nikeMetadata.length ?? jsonLd.length ?? hmJson.length ?? textAttributes.length ?? normalizeLength(rawTitle),
+    pattern,
+    sizeHints: sizeOptions,
+    sizeOptions,
+    availableSizes: sizeOptions,
+    careInstructions,
+    graphicText,
+    motif: graphicText,
+    collaborationName: graphicText && /\bcollab|collaboration\b/i.test(`${rawTitle ?? ""} ${rawDescription ?? ""}`) ? graphicText : null,
     sku:
       nikeMetadata.sku ??
       jsonLd.sku ??
+      hmJson.sku ??
       extractMeta(html, "product:retailer_item_id") ??
       extractMeta(html, "sku"),
   };
@@ -954,11 +1998,12 @@ function amazonConfidence(params: {
 
 export function handleAmazonLink(url: URL, html: string): AmazonExtractionResult {
   const asin = amazonAsinFromUrl(url);
-  const domain = url.hostname.replace(/^www\./, "");
+  const domain = normalizedDomain(url.hostname);
   const title = cleanAmazonTitle(extractMeta(html, "og:title") ?? extractTitle(html));
   const imageUrls = amazonImagesFromStructuredHtml(url, html);
   const brand = extractAmazonBrandFromTitle(title);
   const inferred = inferAmazonCategoryFromTitle(title);
+  const extractedPrice = extractProductPriceFromHtml(url.toString(), html);
   const confidence = amazonConfidence({
     title,
     imageUrls,
@@ -971,10 +2016,17 @@ export function handleAmazonLink(url: URL, html: string): AmazonExtractionResult
     sourceUrl: url.toString(),
     domain,
     retailer: "amazon",
+    merchantBrand: "Amazon",
     title,
     brand: status === "ready" ? brand : null,
     categoryHints: status === "ready" && inferred.category ? [inferred.category, inferred.subCategory ?? ""].filter(Boolean) : [],
     sku: asin,
+    price: extractedPrice?.display ?? null,
+    currency: extractedPrice?.currency ?? null,
+    priceAmount: extractedPrice?.amount ?? null,
+    priceCurrency: extractedPrice?.currency ?? null,
+    priceDisplay: extractedPrice?.display ?? null,
+    priceExtractionSource: extractedPrice?.source ?? null,
   };
   logger.info("[AMAZON_LINK] extraction", {
     asin,
@@ -1034,19 +2086,120 @@ export async function filterSafeExternalImageUrls(imageUrls: string[], context:
   return Array.from(new Set(safeUrls));
 }
 
+function browserProductHeaders(url: URL, expectedKind: "html" | "json" = "html"): HeadersInit {
+  return {
+    "user-agent": USER_AGENT,
+    accept:
+      expectedKind === "json"
+        ? "application/json,text/plain,*/*"
+        : "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8",
+    "accept-language": "en-US,en;q=0.9",
+    "cache-control": "no-cache",
+    pragma: "no-cache",
+    referer: `${url.origin}/`,
+    "upgrade-insecure-requests": "1",
+  };
+}
+
+function isBlockedHttpStatus(status: number) {
+  return status === 401 || status === 403 || status === 429;
+}
+
+async function tryHmProductContentFallback(
+  url: URL,
+  originalStatus: number | null,
+  originalError: unknown,
+): Promise<FetchedProductPage | null> {
+  const fallbackUrls = hmContentFallbackUrls(url);
+  for (const fallbackUrl of fallbackUrls) {
+    const fallbackParsed = new URL(fallbackUrl);
+    try {
+      debugProductLinkInfo("[AURA_LINK_DEBUG] trying H&M content fallback", {
+        host: url.hostname,
+        fallbackPath: fallbackParsed.pathname,
+        originalStatus,
+        originalError: originalError instanceof Error ? originalError.message : null,
+      });
+      const response = await safeFetch(fallbackParsed, {
+        expectedKind: "json",
+        maxBytes: MAX_HTML_BYTES,
+        maxRedirects: 3,
+        headers: browserProductHeaders(url, "json"),
+      });
+      debugProductLinkInfo("[AURA_LINK_DEBUG] H&M content fallback status", {
+        host: url.hostname,
+        fallbackPath: fallbackParsed.pathname,
+        status: response.status,
+      });
+      if (
+        response.ok &&
+        /<html|og:image|twitter:image|productArticleDetails|image\.hm\.com|productName/i.test(response.text)
+      ) {
+        logger.info("[AURA_LINK_EXTRACT] fetched H&M content fallback", {
+          host: url.hostname,
+          fallbackPath: fallbackParsed.pathname,
+          status: response.status,
+          textLength: response.text.length,
+          finalUrl: redactUrlForLogs(response.finalUrl),
+        });
+        return {
+          html: response.text.slice(0, MAX_HTML_CHARS),
+          finalUrl: url,
+        };
+      }
+    } catch (error) {
+      debugProductLinkInfo("[AURA_LINK_DEBUG] H&M content fallback failed", {
+        host: url.hostname,
+        fallbackPath: fallbackParsed.pathname,
+        error: error instanceof Error ? error.message : String(error),
+      });
+    }
+  }
+  return null;
+}
+
+function blockedStoreError(status: number | null, host: string) {
+  return new ProductLinkError(BLOCKED_STORE_MESSAGE, "blocked_store", {
+    productLinkCode: "blocked_store",
+    blockedStore: true,
+    recoverable: true,
+    status,
+    host,
+    title: "This store blocked automatic reading.",
+    message: BLOCKED_STORE_SUBTEXT,
+    actions: ["try_again", "add_from_screenshot", "open_link_manually"],
+  });
+}
+
 export async function fetchResolvedProductPage(url: URL): Promise<FetchedProductPage> {
+  let originalStatus: number | null = null;
+  let originalError: unknown = null;
   try {
     const response = await safeFetch(url, {
       expectedKind: "html",
       maxBytes: MAX_HTML_BYTES,
       maxRedirects: 3,
-      headers: {
-        "user-agent": USER_AGENT,
-        accept: "text/html,application/xhtml+xml",
-      },
+      headers: browserProductHeaders(url, "html"),
+    });
+    originalStatus = response.status;
+    debugProductLinkInfo("[AURA_LINK_DEBUG] product fetch status", {
+      host: url.hostname,
+      path: url.pathname,
+      status: response.status,
+      finalHost: response.finalUrl.hostname,
     });
     if (!response.ok) {
-      throw new ProductLinkError(`Product page returned ${response.status}.`, "fetch_failed");
+      const fallback = await tryHmProductContentFallback(url, response.status, null);
+      if (fallback) return fallback;
+      if (isBlockedHttpStatus(response.status)) {
+        debugProductLinkInfo("[AURA_LINK_DEBUG] blocked-store fallback used", {
+          host: url.hostname,
+          path: url.pathname,
+          status: response.status,
+        });
+        throw blockedStoreError(response.status, url.hostname);
+      }
+      throw new ProductLinkError("That product page could not be read. Paste another link or add from screenshot/photo.", "fetch_failed");
     }
     return {
       html: response.text.slice(0, MAX_HTML_CHARS),
@@ -1054,6 +2207,9 @@ export async function fetchResolvedProductPage(url: URL): Promise<FetchedProduct
     };
   } catch (error) {
     if (error instanceof ProductLinkError) throw error;
+    originalError = error;
+    const fallback = await tryHmProductContentFallback(url, originalStatus, originalError);
+    if (fallback) return fallback;
     if (error instanceof SafeFetchError) {
       if (error.code === "unsafe_url") {
         throw new ProductLinkError("That link is not safe to fetch.", "unsafe_url");
@@ -1065,7 +2221,7 @@ export async function fetchResolvedProductPage(url: URL): Promise<FetchedProduct
         throw new ProductLinkError("That link did not return a product page.", "fetch_failed");
       }
     }
-    throw new ProductLinkError("Could not fetch that product link.", "fetch_failed");
+    throw new ProductLinkError("Could not fetch that product link. Paste another link or add from screenshot/photo.", "fetch_failed");
   }
 }
 
@@ -1085,6 +2241,8 @@ function applyAdapter(
   return {
     metadata: { ...extraction.metadata, ...(overrides.metadata ?? {}) },
     imageUrls: overrides.imageUrls ?? extraction.imageUrls,
+    imageExtractionSource: extraction.imageExtractionSource,
+    imageCandidateCount: extraction.imageCandidateCount,
   };
 }
 
@@ -1136,8 +2294,13 @@ export async function extractProductFromUrl(rawUrl: string): Promise<ProductExtr
   }
 
   const metadata = extractProductMetadataFromHtml(finalUrl.toString(), html);
-  const imageUrls = extractProductImagesFromHtml(finalUrl.toString(), html);
-  const rawExtraction = applyAdapter(finalUrl, html, { metadata, imageUrls });
+  const imageExtraction = extractProductImagesWithSource(finalUrl.toString(), html);
+  const rawExtraction = applyAdapter(finalUrl, html, {
+    metadata,
+    imageUrls: imageExtraction.urls,
+    imageExtractionSource: imageExtraction.source,
+    imageCandidateCount: imageExtraction.candidateCount,
+  });
   const extraction = {
     ...rawExtraction,
     imageUrls: await filterSafeExternalImageUrls(rawExtraction.imageUrls, {
@@ -1149,8 +2312,17 @@ export async function extractProductFromUrl(rawUrl: string): Promise<ProductExtr
     domain: metadata.domain,
     hasTitle: !!metadata.title,
     hasBrand: !!metadata.brand,
+    hasPrice: typeof metadata.priceAmount === "number",
+    imageExtractionSource: extraction.imageExtractionSource,
+    imageCandidateCount: extraction.imageCandidateCount,
     imageCount: extraction.imageUrls.length,
   });
+  debugProductLinkInfo("[AURA_LINK_DEBUG] final product image selected", {
+    host: metadata.domain,
+    extractionSource: extraction.imageExtractionSource ?? null,
+    candidateCount: extraction.imageCandidateCount ?? extraction.imageUrls.length,
+    finalImageHost: extraction.imageUrls[0] ? safeHost(extraction.imageUrls[0]) : null,
+  });
 
   if (!metadata.title && !metadata.description && !metadata.brand) {
     logger.warn("[AURA_LINK_ERROR] metadata extraction failed", {
@@ -1173,6 +2345,49 @@ function sourceHashFor(urls: string[]): string {
   return createHash("sha1").update(urls.join("|")).digest("hex");
 }
 
+function priceFieldsFromMetadata(metadata: ProductMetadata): Record<string, unknown> | null {
+  const amount =
+    typeof metadata.salePrice === "number" && Number.isFinite(metadata.salePrice)
+      ? metadata.salePrice
+      : typeof metadata.priceAmount === "number" && Number.isFinite(metadata.priceAmount)
+      ? metadata.priceAmount
+      : parsePriceAmount(metadata.price);
+  if (amount == null) return null;
+  const currency =
+    normalizeCurrencyCode(metadata.priceCurrency) ??
+    normalizeCurrencyCode(metadata.currency) ??
+    currencyFromPriceText(metadata.priceDisplay ?? metadata.price ?? "");
+  const priceDisplay =
+    cleanText(metadata.priceDisplay ?? metadata.price, 120) ??
+    (currency ? `${currency} ${amount}` : String(amount));
+  return {
+    retailPrice: amount,
+    purchasePrice: amount,
+    estimatedValue: amount,
+    ...(currency ? { currency, originalCurrency: currency, priceCurrency: currency } : {}),
+    originalPrice: metadata.originalPrice ?? amount,
+    salePrice: metadata.salePrice ?? null,
+    priceSource: "product_link",
+    priceDisplay,
+    priceAmount: amount,
+    price: amount,
+    productUrl: metadata.sourceUrl,
+  };
+}
+
+function hasExistingManualPrice(data: Record<string, unknown> | undefined): boolean {
+  if (!data) return false;
+  if (data.priceSource === "manual") return true;
+  if (Array.isArray(data.userEditedFields) && data.userEditedFields.includes("price")) return true;
+  return [
+    data.purchasePrice,
+    data.retailPrice,
+    data.estimatedValue,
+    data.priceAmount,
+    data.price,
+  ].some((value) => value != null && data.priceSource !== "product_link");
+}
+
 export async function createDraftItemFromProductLink(params: {
   uid: string;
   prompt: string;
@@ -1200,6 +2415,18 @@ export async function createDraftItemFromProductLink(params: {
   }
 
   try {
+    const priceFields = priceFieldsFromMetadata(extraction.metadata);
+    let shouldWritePriceFields = !!priceFields && !itemId;
+    if (priceFields && itemId) {
+      const existingSnap = await getFirestore()
+        .collection("users")
+        .doc(uid)
+        .collection("items")
+        .doc(itemId)
+        .get();
+      const existingData = existingSnap.exists ? existingSnap.data() : undefined;
+      shouldWritePriceFields = !hasExistingManualPrice(existingData);
+    }
     const itemData = {
         isDraft: true,
         draftState,
@@ -1221,14 +2448,28 @@ export async function createDraftItemFromProductLink(params: {
         },
         source: "aura_product_link",
         sourceUrl: extraction.metadata.sourceUrl,
+        productUrl: extraction.metadata.sourceUrl,
         retailer: extraction.metadata.retailer,
         domain: extraction.metadata.domain,
         auraPrompt: prompt,
         linkMetadata: extraction.metadata,
         ...(extraction.metadata.title ? { name: extraction.metadata.title } : {}),
         ...(extraction.metadata.brand ? { brand: extraction.metadata.brand } : {}),
-        ...(extraction.metadata.color ? { colorLabel: extraction.metadata.color } : {}),
+        ...(extraction.metadata.color ? { colorLabel: extraction.metadata.color, displayColor: extraction.metadata.displayColor ?? extraction.metadata.color } : {}),
+        ...(extraction.metadata.displayColors?.length ? { displayColors: extraction.metadata.displayColors, colors: extraction.metadata.displayColors } : {}),
         ...(extraction.metadata.material ? { material: extraction.metadata.material } : {}),
+        ...(extraction.metadata.materials?.length ? { materials: extraction.metadata.materials } : {}),
+        ...(extraction.metadata.fit ? { fit: extraction.metadata.fit } : {}),
+        ...(extraction.metadata.pattern ? { pattern: extraction.metadata.pattern } : {}),
+        ...(extraction.metadata.sleeveLength ? { sleeveLength: extraction.metadata.sleeveLength } : {}),
+        ...(extraction.metadata.collar ? { collar: extraction.metadata.collar } : {}),
+        ...(extraction.metadata.length ? { length: extraction.metadata.length } : {}),
+        ...(extraction.metadata.sizeOptions?.length ? { sizeOptions: extraction.metadata.sizeOptions, availableSizes: extraction.metadata.availableSizes ?? extraction.metadata.sizeOptions } : {}),
+        ...(extraction.metadata.careInstructions?.length ? { careInstructions: extraction.metadata.careInstructions } : {}),
+        ...(extraction.metadata.productDescription ? { productDescription: extraction.metadata.productDescription } : {}),
+        ...(extraction.metadata.graphicText ? { graphicText: extraction.metadata.graphicText, motif: extraction.metadata.motif ?? extraction.metadata.graphicText } : {}),
+        ...(extraction.metadata.collaborationName ? { collaborationName: extraction.metadata.collaborationName } : {}),
+        ...(shouldWritePriceFields ? priceFields : {}),
         images,
         imageUrls: extraction.imageUrls,
         originalImageUrl: primaryUrl,
diff --git a/functions/src/shared/productUrlMetadata.ts b/functions/src/shared/productUrlMetadata.ts
index 9dec325..b6cd8e3 100644
--- a/functions/src/shared/productUrlMetadata.ts
+++ b/functions/src/shared/productUrlMetadata.ts
@@ -1,10 +1,13 @@
 import * as cheerio from "cheerio";
 import { logger } from "firebase-functions/v2";
 import {
+  BLOCKED_STORE_MESSAGE,
+  ProductLinkError,
   extractAmazonLinkData,
   filterSafeExternalImageUrls,
   extractNikeSelectedVariantData,
   extractProductImagesFromHtml,
+  extractProductMetadataFromHtml,
   isAmazonProductUrl,
   validateProductUrl,
 } from "./productLinkExtractor";
@@ -19,6 +22,30 @@ export type ProductUrlMetadata = {
   brand?: string | null;
   category?: string | null;
   subCategory?: string | null;
+  color?: string | null;
+  price?: string | null;
+  currency?: string | null;
+  priceAmount?: number | null;
+  priceCurrency?: string | null;
+  priceDisplay?: string | null;
+  salePrice?: number | null;
+  originalPrice?: number | null;
+  material?: string | null;
+  materials?: string[];
+  fit?: string | null;
+  sleeveLength?: string | null;
+  collar?: string | null;
+  length?: string | null;
+  pattern?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
+  sizeOptions?: string[];
+  availableSizes?: string[];
+  careInstructions?: string[];
+  productDescription?: string | null;
+  graphicText?: string | null;
+  motif?: string | null;
+  collaborationName?: string | null;
   confidence?: number | null;
   status?: "ready" | "needs_review";
 };
@@ -198,8 +225,12 @@ async function extractZaraProductUrlMetadata(url: URL): Promise<ProductUrlMetada
 
 async function fetchHtml(url: URL) {
   const headers = {
-    accept: "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
+    accept: "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8",
     "accept-language": "en-US,en;q=0.9",
+    "cache-control": "no-cache",
+    pragma: "no-cache",
+    referer: `${url.origin}/`,
+    "upgrade-insecure-requests": "1",
     "user-agent": USER_AGENT,
   };
 
@@ -254,6 +285,17 @@ async function fetchHtml(url: URL) {
   if (originalError instanceof Error) {
     throw originalError;
   }
+  if (originalStatus === 401 || originalStatus === 403 || originalStatus === 429) {
+    throw new ProductLinkError(BLOCKED_STORE_MESSAGE, "blocked_store", {
+      productLinkCode: "blocked_store",
+      blockedStore: true,
+      recoverable: true,
+      status: originalStatus,
+      host: url.hostname,
+      title: "This store blocked automatic reading.",
+      message: "You can try again, paste another link, or add the item from a screenshot.",
+    });
+  }
   throw new Error(`Product page returned ${originalStatus ?? "unknown status"}`);
 }
 
@@ -365,12 +407,20 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
       brand: amazon.status === "ready" ? amazon.metadata.brand ?? null : null,
       category: amazon.status === "ready" ? amazon.metadata.categoryHints?.[0] ?? null : null,
       subCategory: amazon.status === "ready" ? amazon.metadata.categoryHints?.[1] ?? null : null,
+      price: amazon.metadata.price ?? null,
+      currency: amazon.metadata.currency ?? null,
+      priceAmount: amazon.metadata.priceAmount ?? null,
+      priceCurrency: amazon.metadata.priceCurrency ?? null,
+      priceDisplay: amazon.metadata.priceDisplay ?? null,
+      salePrice: amazon.metadata.salePrice ?? null,
+      originalPrice: amazon.metadata.originalPrice ?? null,
       confidence: amazon.confidence,
       status: amazon.status,
     };
   }
   const $ = cheerio.load(html);
   const nikeVariant = extractNikeSelectedVariantData(finalUrl.toString(), html);
+  const productMetadata = extractProductMetadataFromHtml(finalUrl.toString(), html);
   const imageUrls =
     nikeVariant?.imageUrls?.length
       ? nikeVariant.imageUrls
@@ -384,14 +434,43 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
     sourceUrl: nikeVariant?.metadata?.sourceUrl ?? finalUrl.toString(),
     title:
       nikeVariant?.metadata?.title ??
+      productMetadata.title ??
       metaContent($, "og:title") ??
       cleanText($("title").first().text(), 220),
     imageUrl: safeImageUrls[0] ?? null,
     imageUrls: safeImageUrls,
     description:
       nikeVariant?.metadata?.description ??
+      productMetadata.description ??
       metaContent($, "og:description") ??
       metaContent($, "description"),
+    brand: productMetadata.brand ?? null,
+    category: productMetadata.categoryHints?.[0] ?? null,
+    subCategory: productMetadata.categoryHints?.[1] ?? null,
+    color: productMetadata.color ?? null,
+    price: productMetadata.price ?? null,
+    currency: productMetadata.currency ?? null,
+    priceAmount: productMetadata.priceAmount ?? null,
+    priceCurrency: productMetadata.priceCurrency ?? null,
+    priceDisplay: productMetadata.priceDisplay ?? null,
+    salePrice: productMetadata.salePrice ?? null,
+    originalPrice: productMetadata.originalPrice ?? null,
+    material: productMetadata.material ?? null,
+    materials: productMetadata.materials ?? [],
+    fit: productMetadata.fit ?? null,
+    sleeveLength: productMetadata.sleeveLength ?? null,
+    collar: productMetadata.collar ?? null,
+    length: productMetadata.length ?? null,
+    pattern: productMetadata.pattern ?? null,
+    displayColor: productMetadata.displayColor ?? productMetadata.color ?? null,
+    displayColors: productMetadata.displayColors ?? [],
+    sizeOptions: productMetadata.sizeOptions ?? productMetadata.sizeHints ?? [],
+    availableSizes: productMetadata.availableSizes ?? productMetadata.sizeOptions ?? [],
+    careInstructions: productMetadata.careInstructions ?? [],
+    productDescription: productMetadata.productDescription ?? productMetadata.description ?? null,
+    graphicText: productMetadata.graphicText ?? null,
+    motif: productMetadata.motif ?? null,
+    collaborationName: productMetadata.collaborationName ?? null,
   };
   logger.info("[AURA_URL_METADATA] extracted product URL metadata", {
     host: finalUrl.hostname,
@@ -399,6 +478,7 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
     hasImageUrl: !!metadata.imageUrl,
     imageCount: metadata.imageUrls.length,
     hasDescription: !!metadata.description,
+    hasPrice: typeof metadata.priceAmount === "number",
     imageHost: metadata.imageUrl ? new URL(metadata.imageUrl).hostname : null,
     sourceUrl: redactUrlForLogs(metadata.sourceUrl),
   });
diff --git a/src/lib/currency.ts b/src/lib/currency.ts
new file mode 100644
index 0000000..a4785a2
--- /dev/null
+++ b/src/lib/currency.ts
@@ -0,0 +1,173 @@
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
+
+export const SUPPORTED_CURRENCIES = [
+  { code: "USD", label: "USD - US Dollar", symbol: "$" },
+  { code: "INR", label: "INR - Indian Rupee", symbol: "₹" },
+  { code: "EUR", label: "EUR - Euro", symbol: "€" },
+  { code: "GBP", label: "GBP - British Pound", symbol: "£" },
+  { code: "CAD", label: "CAD - Canadian Dollar", symbol: "C$" },
+  { code: "AUD", label: "AUD - Australian Dollar", symbol: "A$" },
+  { code: "AED", label: "AED - UAE Dirham", symbol: "د.إ" },
+] as const;
+
+export type SupportedCurrencyCode = (typeof SUPPORTED_CURRENCIES)[number]["code"];
+
+const SUPPORTED_CODES = new Set<string>(SUPPORTED_CURRENCIES.map((currency) => currency.code));
+
+const REGION_CURRENCY: Record<string, SupportedCurrencyCode> = {
+  US: "USD",
+  IN: "INR",
+  GB: "GBP",
+  UK: "GBP",
+  CA: "CAD",
+  AU: "AUD",
+  AE: "AED",
+};
+
+const EUR_REGION_CODES = new Set([
+  "AT",
+  "BE",
+  "CY",
+  "EE",
+  "FI",
+  "FR",
+  "EU",
+  "DE",
+  "GR",
+  "IE",
+  "IT",
+  "LV",
+  "LT",
+  "LU",
+  "MT",
+  "NL",
+  "PL",
+  "PT",
+  "RO",
+  "SK",
+  "SI",
+  "ES",
+  "HR",
+  "BG",
+  "CZ",
+  "DK",
+  "HU",
+  "SE",
+  "NO",
+  "IS",
+  "LI",
+  "AD",
+  "MC",
+  "SM",
+  "VA",
+]);
+
+const SYMBOL_CURRENCY: Record<string, string> = {
+  "$": "USD",
+  "US$": "USD",
+  "CA$": "CAD",
+  "C$": "CAD",
+  "AU$": "AUD",
+  "A$": "AUD",
+  "₹": "INR",
+  "RS": "INR",
+  "INR": "INR",
+  "€": "EUR",
+  "£": "GBP",
+  "د.إ": "AED",
+  "AED": "AED",
+};
+
+function normalizeRegionCode(regionCode?: string | null) {
+  const normalized = String(regionCode ?? "")
+    .trim()
+    .replace(/[^a-z0-9]/gi, "")
+    .toUpperCase();
+  return normalized || null;
+}
+
+function regionFromLocale(locale?: string | null) {
+  const match = String(locale ?? "").match(/[-_]([a-z]{2}|\d{3})(?:$|[-_])/i);
+  return normalizeRegionCode(match?.[1]);
+}
+
+function localeCandidates() {
+  const candidates: string[] = [];
+  const navigatorLike = globalThis as unknown as {
+    navigator?: { languages?: readonly string[]; language?: string };
+  };
+  const languages = navigatorLike.navigator?.languages;
+  if (Array.isArray(languages)) candidates.push(...languages);
+  if (navigatorLike.navigator?.language) candidates.push(navigatorLike.navigator.language);
+  try {
+    const locale = Intl.DateTimeFormat().resolvedOptions().locale;
+    if (locale) candidates.push(locale);
+  } catch {}
+  return candidates.filter(Boolean);
+}
+
+export function normalizeCurrencyCode(code?: string | null) {
+  const raw = String(code ?? "").trim();
+  if (!raw) return null;
+  const symbolMapped = SYMBOL_CURRENCY[raw] ?? SYMBOL_CURRENCY[raw.toUpperCase()];
+  if (symbolMapped) return symbolMapped;
+  const normalized = raw.replace(/[^a-z]/gi, "").toUpperCase();
+  return /^[A-Z]{3}$/.test(normalized) ? normalized : null;
+}
+
+export function isSupportedCurrencyCode(code?: string | null): code is SupportedCurrencyCode {
+  const normalized = normalizeCurrencyCode(code);
+  return !!normalized && SUPPORTED_CODES.has(normalized);
+}
+
+export function getCurrencyForRegion(regionCode?: string | null): SupportedCurrencyCode {
+  const region = normalizeRegionCode(regionCode);
+  if (!region) return "USD";
+  if (REGION_CURRENCY[region]) return REGION_CURRENCY[region];
+  if (EUR_REGION_CODES.has(region)) return "EUR";
+  return "USD";
+}
+
+export function detectDeviceCurrency(): SupportedCurrencyCode {
+  for (const locale of localeCandidates()) {
+    const region = regionFromLocale(locale);
+    if (region) return getCurrencyForRegion(region);
+  }
+  return "USD";
+}
+
+export function formatMoney(amount: number, currency?: string | null) {
+  const normalizedCurrency = normalizeCurrencyCode(currency) ?? "USD";
+  const safeAmount = Number.isFinite(amount) ? amount : 0;
+  try {
+    return new Intl.NumberFormat(undefined, {
+      style: "currency",
+      currency: normalizedCurrency,
+      maximumFractionDigits: Number.isInteger(safeAmount) ? 0 : 2,
+    }).format(safeAmount);
+  } catch {
+    const fixed = Number.isInteger(safeAmount) ? String(safeAmount) : safeAmount.toFixed(2);
+    return `${normalizedCurrency} ${fixed}`;
+  }
+}
+
+export function resolveUserCurrency(
+  profilePreferences?: Pick<
+    UserProfilePreferences,
+    "currencyMode" | "preferredCurrency" | "detectedCurrency"
+  > | null,
+): SupportedCurrencyCode {
+  const detected =
+    (isSupportedCurrencyCode(profilePreferences?.detectedCurrency)
+      ? normalizeCurrencyCode(profilePreferences?.detectedCurrency)
+      : null) ?? detectDeviceCurrency();
+  const preferred =
+    isSupportedCurrencyCode(profilePreferences?.preferredCurrency)
+      ? normalizeCurrencyCode(profilePreferences?.preferredCurrency)
+      : null;
+
+  if (profilePreferences?.currencyMode === "manual") {
+    return (preferred ?? detected ?? "USD") as SupportedCurrencyCode;
+  }
+  return (detected ?? preferred ?? "USD") as SupportedCurrencyCode;
+}
diff --git a/src/lib/productLinkClosetImport.ts b/src/lib/productLinkClosetImport.ts
new file mode 100644
index 0000000..abb0f6d
--- /dev/null
+++ b/src/lib/productLinkClosetImport.ts
@@ -0,0 +1,270 @@
+import { getFunctions, httpsCallable } from "firebase/functions";
+
+import { buildClientProductLinkPreview } from "@/src/lib/aura";
+import { app } from "@/src/lib/firebase";
+import type { AuraCandidateItem } from "@/src/types/aura";
+
+export type ClosetProductLinkPreviewMetadata = {
+  sourceUrl: string;
+  domain: string;
+  retailer?: string | null;
+  title?: string | null;
+  brand?: string | null;
+  color?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[];
+  material?: string | null;
+  materials?: string[];
+  fit?: string | null;
+  sleeveLength?: string | null;
+  collar?: string | null;
+  length?: string | null;
+  pattern?: string | null;
+  price?: string | null;
+  priceAmount?: number | null;
+  priceCurrency?: string | null;
+  priceDisplay?: string | null;
+  salePrice?: number | null;
+  originalPrice?: number | null;
+  description?: string | null;
+  productDescription?: string | null;
+  sizeHints?: string[];
+  sizeOptions?: string[];
+  availableSizes?: string[];
+  careInstructions?: string[];
+  graphicText?: string | null;
+  motif?: string | null;
+  collaborationName?: string | null;
+  categoryHints?: string[];
+  sku?: string | null;
+  imageExtractionSource?: "json_ld" | "og_image" | "twitter" | "html_image" | "fallback" | null;
+  imageCandidateCount?: number | null;
+};
+
+export type ClosetProductLinkPreview = {
+  candidate: AuraCandidateItem;
+  metadata: ClosetProductLinkPreviewMetadata;
+};
+
+export type ClosetProductLinkDraft = {
+  name: string;
+  brand: string;
+  category: string;
+  color: string;
+  size: string;
+};
+
+type PreviewProductLinkResponse = {
+  ok: boolean;
+  preview: ClosetProductLinkPreview;
+};
+
+export class ClosetProductLinkError extends Error {
+  constructor(
+    message: string,
+    public readonly productLinkCode?: string | null,
+    public readonly details?: Record<string, unknown> | null,
+  ) {
+    super(message);
+  }
+
+  get blockedStore() {
+    return this.productLinkCode === "blocked_store" || this.details?.blockedStore === true;
+  }
+}
+
+function normalizePreviewError(error: unknown) {
+  const raw = error as {
+    message?: string;
+    code?: string;
+    details?: Record<string, unknown>;
+  };
+  const details = raw?.details && typeof raw.details === "object" ? raw.details : null;
+  const productLinkCode =
+    typeof details?.productLinkCode === "string"
+      ? details.productLinkCode
+      : typeof details?.code === "string"
+        ? details.code
+        : null;
+  const message = raw?.message ?? "";
+  const looksBlocked =
+    /(?:returned|status)\s+403\b|forbidden|blocked automatic reading/i.test(message);
+  if (productLinkCode === "blocked_store" || details?.blockedStore === true || looksBlocked) {
+    return new ClosetProductLinkError(
+      "This store blocked automatic reading.",
+      "blocked_store",
+      {
+        ...details,
+        title: "This store blocked automatic reading.",
+        message: "You can try again, paste another link, or add the item from a screenshot.",
+      },
+    );
+  }
+  return new ClosetProductLinkError(
+    raw?.message ?? "I could not read that product link. Try another product page or add it manually.",
+    productLinkCode,
+    details,
+  );
+}
+
+export async function previewProductLinkForCloset(url: string) {
+  const functions = getFunctions(app);
+  const callable = httpsCallable<
+    {
+      url: string;
+      linkPreview?: {
+        sourceUrl: string;
+        title?: string | null;
+        imageUrl?: string | null;
+        imageUrls?: string[];
+        description?: string | null;
+      } | null;
+    },
+    PreviewProductLinkResponse
+  >(functions, "previewProductLink");
+  try {
+    const linkPreview = await buildClientProductLinkPreview(url);
+    const result = await callable({ url, linkPreview });
+    return result.data.preview;
+  } catch (error) {
+    throw normalizePreviewError(error);
+  }
+}
+
+function clean(value?: string | null) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function normalizeCategory(raw?: string | null) {
+  const value = clean(raw).toLowerCase().replace(/[_-]+/g, " ");
+  if (["top", "tops"].includes(value)) return "top";
+  if (["bottom", "bottoms"].includes(value)) return "bottom";
+  if (["outerwear", "jacket", "coat", "blazer"].includes(value)) return "outerwear";
+  if (["shoes", "shoe", "footwear", "sneaker", "boot", "loafer"].includes(value)) return "shoes";
+  if (["one piece", "one_piece", "dress", "dresses", "jumpsuit", "romper"].includes(value)) return "one_piece";
+  if (["accessory", "accessories"].includes(value)) return "accessory";
+  if (/\b(shirt|tee|t-shirt|polo|sweater|hoodie|top)\b/.test(value)) return "top";
+  if (/\b(jean|trouser|pant|short|skirt)\b/.test(value)) return "bottom";
+  if (/\b(jacket|coat|blazer)\b/.test(value)) return "outerwear";
+  if (/\b(shoe|sneaker|boot|loafer|sandal)\b/.test(value)) return "shoes";
+  if (/\b(dress|jumpsuit|romper)\b/.test(value)) return "one_piece";
+  return "top";
+}
+
+function subCategoryFromTitle(category: string, title?: string | null) {
+  const text = clean(title).toLowerCase();
+  if (category === "top") {
+    if (/\bpolo\b/.test(text)) return "polo";
+    if (/\bt-?shirt|tee\b/.test(text)) return "tshirt";
+    if (/\bhoodie\b/.test(text)) return "hoodie";
+    if (/\bsweater|jumper|knit\b/.test(text)) return "sweater";
+    if (/\btank|vest\b/.test(text)) return "tank";
+    if (/\bblouse\b/.test(text)) return "blouse";
+    return "shirt";
+  }
+  if (category === "bottom") {
+    if (/\bjeans?\b/.test(text)) return "jeans";
+    if (/\bshorts?\b/.test(text)) return "shorts";
+    if (/\bskirt\b/.test(text)) return "skirt";
+    if (/\bjoggers?\b/.test(text)) return "joggers";
+    return "trousers";
+  }
+  if (category === "outerwear") {
+    if (/\bcoat\b/.test(text)) return "coat";
+    if (/\bblazer\b/.test(text)) return "blazer";
+    return "jacket";
+  }
+  if (category === "shoes") return "sneaker";
+  if (category === "one_piece") return "dress";
+  if (category === "accessory") return "accessory";
+  return "";
+}
+
+export function draftFromProductLinkPreview(
+  preview: ClosetProductLinkPreview,
+): ClosetProductLinkDraft {
+  return {
+    name: clean(preview.candidate.title) || clean(preview.metadata.title),
+    brand:
+      clean(preview.candidate.brand) ||
+      clean(preview.metadata.brand) ||
+      clean(preview.metadata.retailer),
+    category: normalizeCategory(preview.candidate.category ?? preview.metadata.categoryHints?.[0]),
+    color: clean(preview.candidate.displayColor) || clean(preview.candidate.color) || clean(preview.metadata.displayColor) || clean(preview.metadata.color),
+    size: clean(preview.metadata.sizeOptions?.[0]) || clean(preview.metadata.sizeHints?.[0]),
+  };
+}
+
+function mergeSizeList(primary: string, ...lists: (string[] | undefined)[]) {
+  return Array.from(
+    new Set([
+      clean(primary),
+      ...lists.flatMap((list) => list ?? []).map((value) => clean(value)),
+    ].filter(Boolean)),
+  );
+}
+
+export function candidateFromProductLinkDraft(params: {
+  preview: ClosetProductLinkPreview;
+  draft: ClosetProductLinkDraft;
+}): AuraCandidateItem {
+  const { preview, draft } = params;
+  const candidate = preview.candidate;
+  const category = normalizeCategory(draft.category);
+  const color = clean(draft.color);
+  const sourceUrl = candidate.sourceUrl ?? preview.metadata.sourceUrl;
+  const sizeOptions = mergeSizeList(
+    draft.size,
+    candidate.sizeOptions,
+    preview.metadata.sizeOptions,
+    preview.metadata.sizeHints,
+  );
+  const availableSizes = mergeSizeList(
+    draft.size,
+    candidate.availableSizes,
+    preview.metadata.availableSizes,
+    candidate.sizeOptions,
+    preview.metadata.sizeOptions,
+  );
+
+  return {
+    ...candidate,
+    candidateId:
+      clean(candidate.candidateId) ||
+      `product-link-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`,
+    sourceType: "link",
+    sourceUrl,
+    productUrl: candidate.productUrl ?? sourceUrl,
+    category,
+    subCategory: candidate.subCategory || subCategoryFromTitle(category, draft.name),
+    title: clean(draft.name) || clean(candidate.title) || clean(preview.metadata.title) || "Product link item",
+    brand: clean(draft.brand) || clean(candidate.brand) || clean(preview.metadata.brand) || clean(preview.metadata.retailer),
+    color: color || clean(candidate.color) || clean(preview.metadata.color),
+    displayColor:
+      color ||
+      clean(candidate.displayColor) ||
+      clean(candidate.color) ||
+      clean(preview.metadata.displayColor) ||
+      clean(preview.metadata.color),
+    displayColors: preview.metadata.displayColors?.length
+      ? preview.metadata.displayColors
+      : color
+      ? [color]
+      : candidate.displayColors ?? [],
+    material: clean(candidate.material) || clean(preview.metadata.material) || null,
+    materials: candidate.materials?.length ? candidate.materials : preview.metadata.materials ?? [],
+    fit: candidate.fit ?? preview.metadata.fit ?? null,
+    pattern: candidate.pattern ?? preview.metadata.pattern ?? null,
+    sleeveLength: candidate.sleeveLength ?? preview.metadata.sleeveLength ?? null,
+    collar: candidate.collar ?? preview.metadata.collar ?? null,
+    length: candidate.length ?? preview.metadata.length ?? null,
+    sizeOptions,
+    availableSizes,
+    careInstructions: candidate.careInstructions?.length ? candidate.careInstructions : preview.metadata.careInstructions ?? [],
+    productDescription: candidate.productDescription ?? preview.metadata.productDescription ?? preview.metadata.description ?? null,
+    graphicText: candidate.graphicText ?? preview.metadata.graphicText ?? null,
+    motif: candidate.motif ?? preview.metadata.motif ?? preview.metadata.graphicText ?? null,
+    collaborationName: candidate.collaborationName ?? preview.metadata.collaborationName ?? null,
+    status: "added",
+  };
+}
diff --git a/src/types/ClothingItem.ts b/src/types/ClothingItem.ts
index 482b84b..c389bcc 100644
--- a/src/types/ClothingItem.ts
+++ b/src/types/ClothingItem.ts
@@ -44,6 +44,7 @@ export type ClothingItem = {
   wearSlot?: "core" | "accessory";
   pattern?: ClothingPattern;
   material?: string;
+  materials?: string[];
   materialConfidence?: number | null;
   style?: string | null;
   formality?: AllowedFormality | null;
@@ -124,10 +125,35 @@ export type ClothingItem = {
   price?: number | null;
   priceAmount?: number | null;
   priceCurrency?: string | null;
+  purchasePrice?: number | null;
+  retailPrice?: number | null;
+  estimatedValue?: number | null;
+  value?: number | null;
+  currency?: string | null;
+  originalPrice?: number | null;
+  salePrice?: number | null;
+  originalCurrency?: string | null;
+  priceSource?: "product_link" | "manual" | "estimated" | null;
+  priceDisplay?: string | null;
+  productUrl?: string | null;
   purchaseDate?: string | null;
+  sourceUrl?: string | null;
+  source?: string | null;
+  retailer?: string | null;
+  domain?: string | null;
   occasionTags?: string[] | null;
   seasonTags?: string[] | null;
-  fit?: "slim" | "regular" | "oversized" | "relaxed" | "unknown" | null;
+  fit?: "slim" | "regular" | "oversized" | "relaxed" | "loose" | "straight" | "unknown" | null;
+  sleeveLength?: string | null;
+  collar?: string | null;
+  length?: string | null;
+  sizeOptions?: string[] | null;
+  availableSizes?: string[] | null;
+  careInstructions?: string[] | null;
+  productDescription?: string | null;
+  graphicText?: string | null;
+  motif?: string | null;
+  collaborationName?: string | null;
   rise?: "low" | "mid" | "high" | "unknown" | null;
   legShape?: "skinny" | "tapered" | "straight" | "wide" | "flare" | "unknown" | null;
   warmthPreference?: number | null;

From 7fd29e44ad36688eb91d1ea5e787ad6f67fb75cc Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:19:29 -0500
Subject: [PATCH 74/93] feat(add-item): refactor wardrobe item wizard

---
 app/(tabs)/add.tsx                            |  49 +-
 src/addItem/AddItemWizard.tsx                 | 249 +++++-----
 .../components/AddItemDetailsPanel.tsx        | 352 ++++++++++++++
 src/addItem/components/AddItemHeader.tsx      | 103 +++++
 .../components/AddItemOptionalSections.tsx    | 434 ++++++++++++++++++
 .../components/AddItemPhotoCarousel.tsx       | 173 +++++++
 src/addItem/components/AddItemPhotoPanel.tsx  | 184 ++++++++
 .../components/AddItemStepIndicator.tsx       |  73 +++
 .../components/AddItemStickyFooter.tsx        |  89 ++++
 src/addItem/controllerShared.ts               |  78 +++-
 src/addItem/hooks/useAddWizardState.ts        |  52 ++-
 src/addItem/hooks/useItemDraft.ts             | 340 +++++++++-----
 src/addItem/hooks/useItemExtraction.ts        |  65 ++-
 src/addItem/hooks/usePhotoStep.ts             |  86 +++-
 src/addItem/sections/AdvancedSections.tsx     |  35 +-
 src/addItem/sections/DetailsStep.tsx          | 169 +------
 src/addItem/sections/PhotoStep.tsx            | 265 +----------
 src/addItem/steps/MoreDetailsStepScreen.tsx   |  41 +-
 src/addItem/steps/ReviewDetailsStepScreen.tsx |  57 +--
 src/addItem/styles.ts                         |  49 +-
 src/addItem/ui/Field.tsx                      |   3 +-
 src/addItem/ui/Pill.tsx                       |  19 +-
 src/addItem/ui/SectionCard.tsx                |  13 +-
 src/addItem/ui/SectionTitle.tsx               |   5 +-
 src/addItem/useAddItemController.ts           | 169 ++++---
 src/components/PhotoEditorSection.tsx         | 192 ++++----
 26 files changed, 2340 insertions(+), 1004 deletions(-)
 create mode 100644 src/addItem/components/AddItemDetailsPanel.tsx
 create mode 100644 src/addItem/components/AddItemHeader.tsx
 create mode 100644 src/addItem/components/AddItemOptionalSections.tsx
 create mode 100644 src/addItem/components/AddItemPhotoCarousel.tsx
 create mode 100644 src/addItem/components/AddItemPhotoPanel.tsx
 create mode 100644 src/addItem/components/AddItemStepIndicator.tsx
 create mode 100644 src/addItem/components/AddItemStickyFooter.tsx

diff --git a/app/(tabs)/add.tsx b/app/(tabs)/add.tsx
index 1b159e6..1df92b9 100644
--- a/app/(tabs)/add.tsx
+++ b/app/(tabs)/add.tsx
@@ -1,7 +1,9 @@
+import { useFocusEffect } from "@react-navigation/native";
 import { useLocalSearchParams } from "expo-router";
-import React, { useMemo } from "react";
+import React, { useMemo, useState } from "react";
 
 import { AddItemWizard } from "@/src/addItem/AddItemWizard";
+import type { AddItemMode } from "@/src/addItem/controllerShared";
 import { Category } from "@/src/shared/wardrobeTaxonomy";
 
 function parseSuggestedCategory(value?: string | string[]) {
@@ -18,18 +20,59 @@ function parseSuggestedCategory(value?: string | string[]) {
 }
 
 export default function AddItemScreen() {
-  const { editId, suggestedCategory } = useLocalSearchParams<{
+  const { editId, duplicateId, sourceItemId, suggestedCategory, addSession } = useLocalSearchParams<{
     editId?: string;
+    duplicateId?: string;
+    sourceItemId?: string;
     suggestedCategory?: string;
+    addSession?: string;
   }>();
+  const [createFocusSession, setCreateFocusSession] = useState(() => String(Date.now()));
   const editItemId = useMemo(
     () => (Array.isArray(editId) ? editId[0] : editId) || null,
     [editId]
   );
+  const duplicateItemId = useMemo(
+    () => (Array.isArray(duplicateId) ? duplicateId[0] : duplicateId) || null,
+    [duplicateId]
+  );
+  const duplicateSourceItemId = useMemo(
+    () =>
+      (Array.isArray(sourceItemId) ? sourceItemId[0] : sourceItemId) ||
+      duplicateItemId ||
+      null,
+    [duplicateItemId, sourceItemId]
+  );
+  const routeAddSession = useMemo(
+    () => (Array.isArray(addSession) ? addSession[0] : addSession) || null,
+    [addSession]
+  );
   const initialCategory = useMemo(
     () => parseSuggestedCategory(suggestedCategory),
     [suggestedCategory]
   );
+  const mode: AddItemMode = editItemId ? "edit" : duplicateItemId ? "duplicate" : "create";
+  const formSessionKey = useMemo(() => {
+    if (mode === "edit") return `edit:${editItemId}`;
+    if (mode === "duplicate") return `duplicate:${duplicateItemId}:${routeAddSession ?? ""}`;
+    return `create:${routeAddSession ?? createFocusSession}:${initialCategory ?? ""}`;
+  }, [createFocusSession, duplicateItemId, editItemId, initialCategory, mode, routeAddSession]);
+  useFocusEffect(
+    React.useCallback(() => {
+      if (editItemId || duplicateItemId || routeAddSession) return;
+      setCreateFocusSession(String(Date.now()));
+    }, [duplicateItemId, editItemId, routeAddSession])
+  );
 
-  return <AddItemWizard editItemId={editItemId} initialCategory={initialCategory} />;
+  return (
+    <AddItemWizard
+      mode={mode}
+      editItemId={editItemId}
+      duplicateItemId={duplicateItemId}
+      sourceItemId={duplicateSourceItemId}
+      initialCategory={initialCategory}
+      formSessionKey={formSessionKey}
+      exitRoute="/(tabs)/closet"
+    />
+  );
 }
diff --git a/src/addItem/AddItemWizard.tsx b/src/addItem/AddItemWizard.tsx
index adfa4ff..b9d39b6 100644
--- a/src/addItem/AddItemWizard.tsx
+++ b/src/addItem/AddItemWizard.tsx
@@ -1,6 +1,6 @@
-import { router } from "expo-router";
 import React, { useMemo } from "react";
 import { useFocusEffect } from "@react-navigation/native";
+import { router } from "expo-router";
 import {
   Keyboard,
   KeyboardAvoidingView,
@@ -16,6 +16,9 @@ import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import { makeDevThrottleLogger } from "./devPerf";
 import { useAddItemController } from "./useAddItemController";
+import { AddItemHeader } from "./components/AddItemHeader";
+import { AddItemStepIndicator } from "./components/AddItemStepIndicator";
+import { AddItemStickyFooter } from "./components/AddItemStickyFooter";
 import { useAddWizardState } from "./hooks/useAddWizardState";
 import { MoreDetailsStepScreen } from "./steps/MoreDetailsStepScreen";
 import { PhotoStepScreen } from "./steps/PhotoStepScreen";
@@ -23,26 +26,89 @@ import { ReviewDetailsStepScreen } from "./steps/ReviewDetailsStepScreen";
 import { Pill } from "./ui/Pill";
 import { SafeScreen } from "../components/SafeScreen";
 import { dockSpace } from "@/src/constants/dock";
+import {
+  auraCardStyle,
+  auraChipStyle,
+  auraChipTextStyle,
+  auraSheetBackdropStyle,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
+import type { AddItemMode } from "@/src/addItem/controllerShared";
 import type { Category } from "@/src/shared/wardrobeTaxonomy";
 
+type AddItemExitRoute = Parameters<typeof router.replace>[0];
+
+function itemDetailRoute(itemId: string): AddItemExitRoute {
+  return {
+    pathname: "/(tabs)/item/[id]",
+    params: { id: itemId, refreshKey: String(Date.now()) },
+  } as AddItemExitRoute;
+}
+
 export const AddItemWizard = React.memo(function AddItemWizard({
+  mode,
   editItemId,
+  duplicateItemId,
+  sourceItemId,
   initialCategory,
+  formSessionKey,
+  exitRoute = "/(tabs)/closet",
 }: {
+  mode: AddItemMode;
   editItemId: string | null;
+  duplicateItemId?: string | null;
+  sourceItemId?: string | null;
   initialCategory?: Category | null;
+  formSessionKey: string;
+  exitRoute?: AddItemExitRoute;
 }) {
   const { colors } = useAppTheme();
   const insets = useSafeAreaInsets();
   const floatingDockSpace = dockSpace(insets.bottom);
-  const controller = useAddItemController({ editItemId, initialCategory: initialCategory ?? null });
+  const controller = useAddItemController({
+    mode,
+    editItemId,
+    duplicateItemId: duplicateItemId ?? null,
+    initialCategory: initialCategory ?? null,
+    formSessionKey,
+  });
   const { state, derived, actions, styles } = controller;
   const renderLog = useMemo(() => makeDevThrottleLogger("AddItemWizard"), []);
+  const handleExit = React.useCallback(() => {
+    const target =
+      mode === "edit" && editItemId
+        ? itemDetailRoute(editItemId)
+        : mode === "duplicate" && sourceItemId
+          ? itemDetailRoute(sourceItemId)
+          : exitRoute;
+
+    void (async () => {
+      await actions.resetFormSession?.("exit", { deleteActiveDraft: mode !== "edit" });
+      router.replace(target);
+    })();
+  }, [actions, editItemId, exitRoute, mode, sourceItemId]);
+
+  const handleDuplicate = React.useCallback(() => {
+    if (mode === "edit" && editItemId) {
+      void actions.resetFormSession?.("duplicate-from-edit");
+      router.replace({
+        pathname: "/(tabs)/add",
+        params: {
+          duplicateId: editItemId,
+          sourceItemId: editItemId,
+          addSession: String(Date.now()),
+        },
+      });
+      return;
+    }
+
+    void actions.duplicateLastItem();
+  }, [actions, editItemId, mode]);
 
   const wizard = useAddWizardState({
     controller,
-    onExit: () => router.back(),
+    onExit: handleExit,
   });
 
   const onScreenFocus = actions.onScreenFocus;
@@ -67,6 +133,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
   return (
     <SafeScreen
       backgroundColor={colors.background}
+      includeTopInset={false}
       includeBottomInset={false}
       style={styles.screen}
     >
@@ -75,134 +142,49 @@ export const AddItemWizard = React.memo(function AddItemWizard({
         behavior={Platform.OS === "ios" ? "padding" : undefined}
       >
         <View style={styles.container}>
+          <AddItemHeader
+            title={state.isEdit ? "Edit Item" : "Add Item"}
+            eyebrow="AURA CLOSET"
+            onBack={handleExit}
+            canDuplicate={wizard.currentStepKey === "photo" && (mode === "edit" || mode === "create")}
+            duplicateActive={state.duplicateBanner}
+            duplicateLabel={mode === "create" ? "Duplicate last" : "Duplicate"}
+            onDuplicate={handleDuplicate}
+          />
           <ScrollView
             keyboardShouldPersistTaps="handled"
             keyboardDismissMode={Platform.OS === "ios" ? "interactive" : "on-drag"}
             onScrollBeginDrag={() => Keyboard.dismiss()}
             showsVerticalScrollIndicator={false}
-            contentContainerStyle={[styles.listContent, { paddingBottom: floatingDockSpace + 180 }]}
+            contentContainerStyle={[styles.listContent, { paddingBottom: floatingDockSpace + 120 }]}
           >
-            <View style={{ marginBottom: 10, gap: 10 }}>
-              <View style={styles.headerRow}>
-                <Pressable onPress={wizard.handleStepBack} style={styles.btnSecondary}>
-                  <Text style={styles.btnSecondaryText}>Back</Text>
-                </Pressable>
-
-                <Text style={{ fontSize: 22, fontWeight: "900", color: colors.text }}>
-                  {state.isEdit ? "Edit Item" : "Add Item"}
-                </Text>
-
-                <View style={{ width: 60 }} />
-              </View>
-
-              <View style={{ gap: 8 }}>
-                <View
-                  style={{
-                    flexDirection: "row",
-                    alignItems: "center",
-                    justifyContent: "space-between",
-                  }}
-                >
-                  <Text style={{ color: colors.textSecondary, fontSize: 13 }}>
-                    {wizard.currentStepMeta.title}
-                  </Text>
-                  {!state.isEdit && wizard.currentStepKey === "photo" ? (
-                    <Pressable onPress={() => void actions.duplicateLastItem()}>
-                      <Text style={{ color: colors.text, fontSize: 13, fontWeight: "700" }}>
-                        Duplicate last item
-                      </Text>
-                    </Pressable>
-                  ) : null}
-                </View>
-                <View
-                  style={{
-                    height: 6,
-                    borderRadius: 999,
-                    backgroundColor: colors.border,
-                    overflow: "hidden",
-                  }}
-                >
-                  <View
-                    style={{
-                      width: `${((wizard.currentStep + 1) / wizard.steps.length) * 100}%`,
-                      height: "100%",
-                      borderRadius: 999,
-                      backgroundColor: colors.accent,
-                    }}
-                  />
-                </View>
-                <View style={{ flexDirection: "row", gap: 8, flexWrap: "wrap" }}>
-                  {wizard.steps.map((step, index) => {
-                    const active = index === wizard.currentStep;
-                    const complete = index < wizard.currentStep;
-                    return (
-                      <View
-                        key={step.id}
-                        style={{
-                          paddingVertical: 6,
-                          paddingHorizontal: 10,
-                          borderRadius: 999,
-                          borderWidth: 1,
-                          borderColor: active || complete ? colors.ctaCream : colors.border,
-                          backgroundColor: active ? colors.ctaCream : colors.chipBackground,
-                        }}
-                      >
-                        <Text
-                          style={{
-                            color: active ? colors.ctaText : complete ? colors.ctaCream : colors.textSecondary,
-                            fontSize: 12,
-                            fontWeight: "800",
-                          }}
-                        >
-                          {step.label}
-                        </Text>
-                      </View>
-                    );
-                  })}
-                </View>
-                <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
-                  {wizard.currentStepMeta.subtitle}
+            <View style={{ marginBottom: 12, gap: 8 }}>
+              <AddItemStepIndicator steps={wizard.steps} currentStep={wizard.currentStep} />
+              {state.duplicateBanner && wizard.currentStepKey === "photo" ? (
+                <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }}>
+                  Duplicated. Replace the photo to finish.
                 </Text>
-                {state.duplicateBanner && wizard.currentStepKey === "photo" ? (
-                  <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
-                    Duplicated — replace photo to finish.
-                  </Text>
-                ) : null}
-              </View>
+              ) : null}
             </View>
 
             {wizard.currentStepKey === "photo" ? (
               <PhotoStepScreen controller={controller} />
-            ) : wizard.currentStepKey === "review" ? (
+            ) : wizard.currentStepKey === "details" ? (
               <ReviewDetailsStepScreen controller={controller} />
             ) : (
               <MoreDetailsStepScreen controller={controller} />
             )}
           </ScrollView>
 
-          <View style={[styles.footer, { paddingBottom: floatingDockSpace + 12 }]}>
-            <Text style={styles.ctaStatus}>{wizard.stepStatusText}</Text>
-            <View style={{ flexDirection: "row", gap: 10 }}>
-              {wizard.currentStep > 0 ? (
-                <Pressable onPress={wizard.handleStepBack} style={[styles.btnSecondary, { flex: 1 }]}>
-                  <Text style={styles.btnSecondaryText}>Back</Text>
-                </Pressable>
-              ) : null}
-              <Pressable
-                onPress={wizard.handleStepForward}
-                style={[
-                  styles.btnPrimary,
-                  { flex: wizard.currentStep > 0 ? 1.6 : 1 },
-                  !wizard.canContinue ? { opacity: 0.6 } : null,
-                ]}
-                disabled={!wizard.canContinue}
-              >
-                <Text style={{ color: colors.ctaText, fontSize: 16, fontWeight: "900" }}>
-                  {wizard.stepButtonText}
-                </Text>
-              </Pressable>
-            </View>
-          </View>
+          <AddItemStickyFooter
+            currentStep={wizard.currentStep}
+            bottomPadding={floatingDockSpace + 10}
+            statusText={wizard.stepStatusText}
+            buttonText={wizard.stepButtonText}
+            canContinue={wizard.canContinue}
+            onBack={wizard.handleStepBack}
+            onForward={wizard.handleStepForward}
+          />
 
           <Modal
             visible={state.showCurrencyPicker}
@@ -213,10 +195,8 @@ export const AddItemWizard = React.memo(function AddItemWizard({
             <Pressable
               onPress={() => actions.setShowCurrencyPicker(false)}
               style={{
-                flex: 1,
-                backgroundColor: "rgba(0,0,0,0.2)",
+                ...auraSheetBackdropStyle(colors),
                 alignItems: "center",
-                justifyContent: "center",
                 padding: 24,
               }}
             >
@@ -224,37 +204,34 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                 style={{
                   width: "100%",
                   maxWidth: 320,
-                  borderRadius: 16,
-                  backgroundColor: colors.surfaceElevated,
-                  borderWidth: 1,
-                  borderColor: colors.border,
+                  ...auraCardStyle(colors, "sheet"),
                   padding: 14,
                   gap: 8,
                 }}
               >
-                <Text style={{ fontSize: 16, fontWeight: "800", color: colors.text }}>
+                <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
                   Select currency
                 </Text>
                 {derived.CURRENCIES.map((currency: string) => (
                   <Pressable
                     key={currency}
                     onPress={() => {
+                      actions.markUserEdited("price");
                       actions.setPriceCurrency(currency);
+                      if (state.priceAmount) {
+                        actions.setPriceSource("manual");
+                        actions.setPriceDisplay("");
+                      }
                       actions.setShowCurrencyPicker(false);
                     }}
                     style={{
-                      paddingVertical: 10,
-                      paddingHorizontal: 12,
-                      borderRadius: 12,
-                      borderWidth: 1,
-                      borderColor: state.priceCurrency === currency ? colors.ctaCream : colors.border,
-                      backgroundColor: state.priceCurrency === currency ? colors.ctaCream : colors.chipBackground,
+                      ...auraChipStyle(colors, state.priceCurrency === currency ? "selected" : "unselected"),
+                      alignItems: "flex-start",
                     }}
                   >
                     <Text
                       style={{
-                        color: state.priceCurrency === currency ? colors.ctaText : colors.text,
-                        fontWeight: "800",
+                        ...auraChipTextStyle(colors, state.priceCurrency === currency ? "selected" : "unselected"),
                       }}
                     >
                       {currency}
@@ -276,23 +253,21 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                 onPress={() => actions.setShowAttributeSheet(null)}
                 style={{
                   ...StyleSheet.absoluteFillObject,
-                  backgroundColor: "rgba(0,0,0,0.25)",
+                  backgroundColor: colors.overlay,
                 }}
               />
               <View
                 style={{
-                  backgroundColor: colors.surfaceElevated,
-                  borderWidth: 1,
-                  borderColor: colors.border,
-                  borderTopLeftRadius: 20,
-                  borderTopRightRadius: 20,
+                  ...auraCardStyle(colors, "sheet"),
+                  borderBottomLeftRadius: 0,
+                  borderBottomRightRadius: 0,
                   paddingHorizontal: 16,
                   paddingTop: 14,
                   paddingBottom: Math.max(14, insets.bottom + 6),
                   gap: 10,
                 }}
               >
-                <Text style={{ fontSize: 17, fontWeight: "800", color: colors.text }}>
+                <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
                   {state.showAttributeSheet === "material"
                     ? "Material"
                     : state.showAttributeSheet === "pattern"
diff --git a/src/addItem/components/AddItemDetailsPanel.tsx b/src/addItem/components/AddItemDetailsPanel.tsx
new file mode 100644
index 0000000..e0160a6
--- /dev/null
+++ b/src/addItem/components/AddItemDetailsPanel.tsx
@@ -0,0 +1,352 @@
+import React from "react";
+import { Pressable, Text, View } from "react-native";
+
+import { Category, isValidCategorySubCategory } from "../../shared/wardrobeTaxonomy";
+import { titleCaseLabel } from "../controllerShared";
+import { Field } from "../ui/Field";
+import { MemoTextInputField } from "../ui/MemoTextInputField";
+import { SectionCard } from "../ui/SectionCard";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+export const AddItemDetailsPanel = React.memo(function AddItemDetailsPanel({
+  controller,
+}: {
+  controller: any;
+}) {
+  const { state, derived, actions } = controller;
+  const { colors } = useAppTheme();
+  const [showAllSubCategories, setShowAllSubCategories] = React.useState(false);
+  const [showAllColors, setShowAllColors] = React.useState(false);
+
+  const categoryLabel = state.category ? titleCaseLabel(state.category) : "Choose category";
+  const subCategoryOptions = derived.SUB_CATEGORIES[derived.selectedCategory] ?? [];
+  const visibleSubCategories = compactOptions(subCategoryOptions, state.subCategory, showAllSubCategories ? 100 : 5);
+  const colorOptions = compactOptions(derived.colorOptions, state.selectedColors[0], showAllColors ? 100 : 6);
+  const selectedColorLabel = state.selectedColors.length ? state.selectedColors.join(" / ") : "Choose color";
+  const aiStatusColor =
+    derived.aiStatusPill.tone === "error"
+      ? colors.danger
+      : derived.aiStatusPill.tone === "warning"
+        ? colors.warning
+        : derived.aiStatusPill.tone === "running"
+          ? colors.lightPurple
+          : derived.aiStatusPill.tone === "ready"
+            ? colors.success
+            : colors.textSecondary;
+
+  return (
+    <SectionCard>
+      <View style={{ gap: 16 }}>
+        <View style={{ gap: 8 }}>
+          <View style={{ flexDirection: "row", alignItems: "flex-start", justifyContent: "space-between", gap: 12 }}>
+            <View style={{ gap: 2, flex: 1, minWidth: 0 }}>
+              <Text style={{ color: colors.text, fontSize: 18, lineHeight: 23, fontWeight: "900" }}>
+                Details
+              </Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }} numberOfLines={2}>
+                Required fields are grouped here.
+              </Text>
+            </View>
+            <View
+              style={{
+                maxWidth: 190,
+                minHeight: 30,
+                paddingHorizontal: 10,
+                borderRadius: 999,
+                alignItems: "center",
+                justifyContent: "center",
+                borderWidth: 1,
+                borderColor: "rgba(251,228,216,0.10)",
+                backgroundColor: "rgba(43,18,76,0.34)",
+              }}
+            >
+              <Text style={{ color: aiStatusColor, fontSize: 11.5, lineHeight: 15, fontWeight: "900" }} numberOfLines={1}>
+                {derived.aiStatusPill.label}
+              </Text>
+            </View>
+          </View>
+
+          {derived.canApplyAiSuggestions ? (
+            <Pressable
+              onPress={actions.applyAiSuggestions}
+              hitSlop={6}
+              style={({ pressed }) => ({
+                minHeight: 40,
+                alignSelf: "flex-start",
+                justifyContent: "center",
+                paddingHorizontal: 12,
+                borderRadius: 999,
+                borderWidth: 1,
+                borderColor: colors.purpleBorder,
+                backgroundColor: colors.purpleSurface,
+                opacity: pressed ? 0.78 : 1,
+              })}
+            >
+              <Text style={{ color: colors.ctaCream, fontSize: 12, lineHeight: 16, fontWeight: "900" }}>
+                Apply AI suggestions
+              </Text>
+            </Pressable>
+          ) : null}
+        </View>
+
+        <View style={{ gap: 12 }}>
+          <Field
+            label="Brand"
+            right={
+              !String(state.brand ?? "").trim() ? (
+                <InlineTextAction
+                  label="Unbranded"
+                  onPress={() => {
+                    actions.markUserEdited("brand");
+                    actions.setBrand("Unbranded");
+                  }}
+                />
+              ) : null
+            }
+          >
+            <MemoTextInputField
+              value={state.brand}
+              onCommit={(value) => {
+                actions.markUserEdited("brand");
+                actions.setBrand(value);
+              }}
+              placeholder="e.g., Uniqlo"
+            />
+            {state.detectedBrand ? (
+              <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }}>
+                Detected: {state.detectedBrand}
+                {typeof state.detectedBrandConfidence === "number"
+                  ? ` (${Math.round(state.detectedBrandConfidence * 100)}%)`
+                  : ""}
+              </Text>
+            ) : null}
+            {!String(state.brand ?? "").trim() ? <InlineWarning message="Brand is required." /> : null}
+          </Field>
+
+          <Field label="Item name">
+            <MemoTextInputField
+              value={state.name}
+              onCommit={(value) => {
+                actions.markUserEdited("name");
+                actions.setName(value);
+              }}
+              placeholder="e.g., Blue relaxed denim jeans"
+            />
+            {!String(state.name ?? "").trim() ? <InlineWarning message="Item name is required." /> : null}
+          </Field>
+        </View>
+
+        <SelectorBlock
+          label="Category"
+          selected={categoryLabel}
+          error={!state.category ? "Choose a category." : null}
+        >
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+            {derived.CATEGORIES.map((cat: string) => (
+              <CompactChip
+                key={cat}
+                label={titleCaseLabel(cat)}
+                active={state.category === cat}
+                onPress={() => {
+                  actions.markUserEdited("category", "subCategory");
+                  actions.setCategory(cat as Category);
+                  actions.setSubCategory("");
+                }}
+              />
+            ))}
+          </View>
+        </SelectorBlock>
+
+        <SelectorBlock
+          label="Subcategory"
+          selected={state.subCategory ? titleCaseLabel(state.subCategory) : "Auto"}
+        >
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+            <CompactChip
+              label="Auto"
+              active={!state.subCategory}
+              onPress={() => {
+                actions.clearUserEdited("subCategory");
+                actions.setSubCategory("");
+              }}
+            />
+            {visibleSubCategories.map((sub: string) => (
+              <CompactChip
+                key={sub}
+                label={titleCaseLabel(sub)}
+                active={state.subCategory === sub}
+                onPress={() => {
+                  actions.markUserEdited("subCategory");
+                  if (isValidCategorySubCategory(derived.selectedCategory, sub)) {
+                    actions.setSubCategory(sub);
+                  }
+                }}
+              />
+            ))}
+            {subCategoryOptions.length > 5 ? (
+              <CompactChip
+                label={showAllSubCategories ? "Less" : "More"}
+                active={showAllSubCategories}
+                onPress={() => setShowAllSubCategories((prev) => !prev)}
+              />
+            ) : null}
+          </View>
+        </SelectorBlock>
+
+        <SelectorBlock
+          label="Color"
+          selected={selectedColorLabel}
+          error={state.selectedColors.length === 0 ? "Choose at least one color." : null}
+        >
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+            {colorOptions.map((color: string) => (
+              <CompactChip
+                key={color}
+                label={color}
+                active={state.selectedColors.includes(color)}
+                onPress={() => {
+                  actions.markUserEdited("colors");
+                  actions.toggleColor(color);
+                }}
+              />
+            ))}
+            {derived.colorOptions.length > 6 ? (
+              <CompactChip
+                label={showAllColors ? "Less" : "More"}
+                active={showAllColors}
+                onPress={() => setShowAllColors((prev) => !prev)}
+              />
+            ) : null}
+          </View>
+          {state.aiColorNeedsReview ? (
+            <Text style={{ color: colors.warning, fontSize: 12, lineHeight: 17, fontWeight: "700" }}>
+              {"Closest color selected from AURA's display color. Confirm if needed."}
+            </Text>
+          ) : null}
+        </SelectorBlock>
+
+        <Field label="Display color">
+          <MemoTextInputField
+            value={state.displayColor}
+            onCommit={(value) => {
+              actions.markUserEdited("displayColor");
+              actions.setDisplayColor(value);
+            }}
+            placeholder="e.g., light blue"
+          />
+          {state.displayColors.length ? (
+            <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }}>
+              Visible colors: {state.displayColors.join(" / ")}
+            </Text>
+          ) : null}
+        </Field>
+      </View>
+    </SectionCard>
+  );
+});
+
+function compactOptions(options: readonly string[], selected: string | null | undefined, limit: number) {
+  const next = selected ? [selected, ...options.filter((option) => option !== selected)] : options;
+  return next.slice(0, limit);
+}
+
+const SelectorBlock = React.memo(function SelectorBlock({
+  label,
+  selected,
+  error,
+  children,
+}: {
+  label: string;
+  selected: string;
+  error?: string | null;
+  children: React.ReactNode;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View style={{ gap: 9 }}>
+      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 10 }}>
+        <Text style={{ color: colors.text, fontSize: 15, lineHeight: 20, fontWeight: "900" }}>
+          {label}
+        </Text>
+        <Text
+          style={{ color: error ? colors.warning : colors.ctaCream, fontSize: 13, lineHeight: 18, fontWeight: "800" }}
+          numberOfLines={1}
+        >
+          {selected}
+        </Text>
+      </View>
+      {children}
+      {error ? <InlineWarning message={error} /> : null}
+    </View>
+  );
+});
+
+const CompactChip = React.memo(function CompactChip({
+  label,
+  active,
+  onPress,
+}: {
+  label: string;
+  active: boolean;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Pressable
+      onPress={onPress}
+      hitSlop={4}
+      style={({ pressed }) => ({
+        minHeight: 40,
+        justifyContent: "center",
+        paddingHorizontal: 12,
+        borderRadius: 999,
+        borderWidth: 1,
+        borderColor: active ? colors.purpleBorder : colors.border,
+        backgroundColor: active ? colors.purpleSurface : colors.chipBackground,
+        opacity: pressed ? 0.76 : 1,
+      })}
+    >
+      <Text
+        style={{
+          color: active ? colors.ctaCream : colors.textSecondary,
+          fontSize: 12.5,
+          lineHeight: 16,
+          fontWeight: "900",
+        }}
+        numberOfLines={1}
+      >
+        {label}
+      </Text>
+    </Pressable>
+  );
+});
+
+const InlineTextAction = React.memo(function InlineTextAction({
+  label,
+  onPress,
+}: {
+  label: string;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Pressable onPress={onPress} hitSlop={8}>
+      <Text style={{ color: colors.ctaCream, fontSize: 12, lineHeight: 17, fontWeight: "900" }}>
+        {label}
+      </Text>
+    </Pressable>
+  );
+});
+
+const InlineWarning = React.memo(function InlineWarning({ message }: { message: string }) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Text style={{ color: colors.warning, fontSize: 12, lineHeight: 17, fontWeight: "700" }}>
+      {message}
+    </Text>
+  );
+});
diff --git a/src/addItem/components/AddItemHeader.tsx b/src/addItem/components/AddItemHeader.tsx
new file mode 100644
index 0000000..fabdd92
--- /dev/null
+++ b/src/addItem/components/AddItemHeader.tsx
@@ -0,0 +1,103 @@
+import { Ionicons } from "@expo/vector-icons";
+import React from "react";
+import { Pressable, Text, View } from "react-native";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
+
+import AuraBackButton from "@/src/components/ui/AuraBackButton";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+export const AddItemHeader = React.memo(function AddItemHeader({
+  title,
+  eyebrow,
+  onBack,
+  canDuplicate,
+  duplicateActive,
+  duplicateLabel = "Duplicate",
+  onDuplicate,
+}: {
+  title: string;
+  eyebrow: string;
+  onBack: () => void;
+  canDuplicate: boolean;
+  duplicateActive?: boolean;
+  duplicateLabel?: string;
+  onDuplicate: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const insets = useSafeAreaInsets();
+
+  return (
+    <View
+      style={{
+        paddingTop: insets.top + 6,
+        paddingHorizontal: 16,
+        paddingBottom: 8,
+      }}
+    >
+      <View style={{ minHeight: 48, flexDirection: "row", alignItems: "center", gap: 12 }}>
+        <AuraBackButton onPress={onBack} size={36} />
+        <View style={{ flex: 1, minWidth: 0, gap: 1 }}>
+          <Text
+            style={{
+              color: "#DFB6B2",
+              fontSize: 10.5,
+              lineHeight: 14,
+              fontWeight: "900",
+              letterSpacing: 2.7,
+            }}
+            numberOfLines={1}
+          >
+            {eyebrow}
+          </Text>
+          <Text
+            style={{
+              color: colors.text,
+              fontSize: 24,
+              lineHeight: 29,
+              fontWeight: "900",
+              letterSpacing: 0,
+            }}
+            numberOfLines={1}
+          >
+            {title}
+          </Text>
+        </View>
+        {canDuplicate ? (
+          <Pressable
+            onPress={onDuplicate}
+            hitSlop={8}
+            style={({ pressed }) => ({
+              minHeight: 36,
+              flexDirection: "row",
+              alignItems: "center",
+              gap: 5,
+              paddingHorizontal: 9,
+              borderRadius: 999,
+              borderWidth: 1,
+              borderColor: duplicateActive ? colors.purpleBorder : colors.border,
+              backgroundColor: duplicateActive ? colors.purpleSurface : "rgba(43,18,76,0.28)",
+              opacity: pressed ? 0.78 : 1,
+            })}
+          >
+            <Ionicons
+              name={duplicateActive ? "checkmark" : "copy-outline"}
+              size={14}
+              color={duplicateActive ? colors.ctaCream : colors.textSecondary}
+            />
+            <Text
+              style={{
+                color: duplicateActive ? colors.ctaCream : colors.textSecondary,
+                fontSize: 12,
+                lineHeight: 16,
+                fontWeight: "800",
+              }}
+              numberOfLines={1}
+            >
+              {duplicateActive ? "Duplicated" : duplicateLabel}
+            </Text>
+          </Pressable>
+        ) : null}
+      </View>
+    </View>
+  );
+});
diff --git a/src/addItem/components/AddItemOptionalSections.tsx b/src/addItem/components/AddItemOptionalSections.tsx
new file mode 100644
index 0000000..d674eed
--- /dev/null
+++ b/src/addItem/components/AddItemOptionalSections.tsx
@@ -0,0 +1,434 @@
+import { Ionicons } from "@expo/vector-icons";
+import Slider from "@react-native-community/slider";
+import React from "react";
+import { Pressable, Text, View } from "react-native";
+
+import { Category } from "../../shared/wardrobeTaxonomy";
+import { titleCaseLabel } from "../controllerShared";
+import { Field } from "../ui/Field";
+import { MemoTextInputField } from "../ui/MemoTextInputField";
+import { SectionCard } from "../ui/SectionCard";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+export const AddItemOptionalSections = React.memo(function AddItemOptionalSections({
+  controller,
+}: {
+  controller: any;
+}) {
+  const { state, derived, actions } = controller;
+  const initializedRef = React.useRef(false);
+
+  React.useEffect(() => {
+    if (initializedRef.current) return;
+    initializedRef.current = true;
+    actions.setAdvancedExpanded(true);
+    actions.setFabricExpanded(Boolean(state.material || state.pattern));
+    actions.setSizeExpanded(Boolean(state.size || state.priceAmount || state.purchaseDate || state.sourceUrl));
+    actions.setOccasionExpanded(state.occasionTags.length > 0);
+    actions.setSeasonExpanded(state.seasonTags.length > 0 || state.warmthPreference != null);
+    actions.setFitExpanded(Boolean(state.fit || state.rise || state.legShape));
+    actions.setNotesExpanded(Boolean(state.notes));
+  }, [actions, state.fit, state.legShape, state.material, state.notes, state.occasionTags.length, state.pattern, state.priceAmount, state.purchaseDate, state.rise, state.seasonTags.length, state.size, state.sourceUrl, state.warmthPreference]);
+
+  return (
+    <View style={{ gap: 12 }}>
+      <OptionalCard
+        title="Fabric & style"
+        summary={summaryText([state.material, state.pattern])}
+        expanded={state.fabricExpanded}
+        onPress={() => actions.toggleSection("fabric")}
+      >
+        <View style={{ gap: 10 }}>
+          <PickerRow label="Material" value={derived.displayedMaterial} onPress={() => actions.setShowAttributeSheet("material")} />
+          <PickerRow label="Pattern" value={derived.displayedPattern} onPress={() => actions.setShowAttributeSheet("pattern")} />
+        </View>
+      </OptionalCard>
+
+      <OptionalCard
+        title="Size & purchase"
+        summary={summaryText([
+          state.size,
+          state.priceDisplay || (state.priceAmount ? `${state.priceCurrency} ${state.priceAmount}` : ""),
+          state.purchaseDate,
+        ])}
+        expanded={state.sizeExpanded}
+        onPress={() => actions.toggleSection("size")}
+      >
+        <View style={{ gap: 12 }}>
+          <Field label="Size">
+            <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+              {derived.SIZE_OPTIONS.map((option: string) => (
+                <CompactChip
+                  key={option}
+                  label={option}
+                  active={state.size === option}
+                  onPress={() => {
+                    actions.markUserEdited("size");
+                    actions.setSize(state.size === option ? "" : option);
+                  }}
+                />
+              ))}
+            </View>
+          </Field>
+          <Field label="Custom size">
+            <MemoTextInputField
+              value={state.size}
+              onCommit={(value) => {
+                actions.markUserEdited("size");
+                actions.setSize(value);
+              }}
+              placeholder="e.g., M, 32 / 30, EU 42"
+            />
+          </Field>
+          <Field
+            label="Price"
+            right={
+              state.priceSource ? (
+                <Text style={{ color: "#DFB6B2", fontSize: 12, lineHeight: 17, fontWeight: "800" }}>
+                  {state.priceSource === "product_link" ? "Product link" : "Manual"}
+                </Text>
+              ) : null
+            }
+          >
+            <View style={{ flexDirection: "row", gap: 8 }}>
+              <MemoTextInputField
+                value={state.priceAmount}
+                onCommit={(value) => {
+                  actions.markUserEdited("price");
+                  actions.setPriceAmount(value);
+                  actions.setPriceSource(value.trim() ? "manual" : null);
+                  actions.setPriceDisplay("");
+                }}
+                placeholder="e.g., 220"
+                keyboardType="numeric"
+                containerStyle={{ flex: 1 }}
+              />
+              <CompactChip label={state.priceCurrency} active onPress={() => actions.setShowCurrencyPicker(true)} />
+            </View>
+          </Field>
+          <Field label="Purchase date">
+            <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+              <CompactChip label="Not set" active={!state.purchaseDate} onPress={() => actions.setPurchaseDate("")} />
+              <CompactChip
+                label="Today"
+                active={state.purchaseDate === new Date().toISOString().slice(0, 10)}
+                onPress={() => actions.setPurchaseDate(new Date().toISOString().slice(0, 10))}
+              />
+            </View>
+          </Field>
+          <Field label="Product URL">
+            <MemoTextInputField
+              value={state.sourceUrl}
+              onCommit={(value) => {
+                actions.markUserEdited("sourceUrl");
+                actions.setSourceUrl(value);
+              }}
+              placeholder="https://..."
+            />
+          </Field>
+        </View>
+      </OptionalCard>
+
+      <OptionalCard
+        title="Occasion"
+        summary={summaryText(state.occasionTags.map((tag: string) => tag.replace(/_/g, " ")))}
+        expanded={state.occasionExpanded}
+        onPress={() => actions.toggleSection("occasion")}
+      >
+        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+          {derived.OCCASION_OPTIONS.map((option: string) => (
+            <CompactChip
+              key={option}
+              label={titleCaseLabel(option)}
+              active={state.occasionTags.includes(option)}
+              onPress={() => {
+                actions.markUserEdited("occasionTags");
+                const next = state.occasionTags.includes(option)
+                  ? state.occasionTags.filter((x: string) => x !== option)
+                  : [...state.occasionTags, option];
+                actions.setOccasionTags(next);
+              }}
+            />
+          ))}
+        </View>
+      </OptionalCard>
+
+      <OptionalCard
+        title="Season & warmth"
+        summary={summaryText([...state.seasonTags.map((tag: string) => tag.replace(/_/g, " ")), derived.warmthLabel !== "Auto" ? derived.warmthLabel : ""])}
+        expanded={state.seasonExpanded}
+        onPress={() => actions.toggleSection("season")}
+      >
+        <View style={{ gap: 12 }}>
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+            {derived.SEASON_OPTIONS.map((option: string) => (
+              <CompactChip
+                key={option}
+                label={titleCaseLabel(option)}
+                active={state.seasonTags.includes(option)}
+                onPress={() => {
+                  actions.markUserEdited("seasonTags");
+                  const next = state.seasonTags.includes(option)
+                    ? state.seasonTags.filter((x: string) => x !== option)
+                    : [...state.seasonTags, option];
+                  actions.setSeasonTags(next);
+                }}
+              />
+            ))}
+          </View>
+          <Field label="Warmth" right={<Text style={{ color: "#DFB6B2", fontSize: 12, fontWeight: "900" }}>{derived.warmthLabel}</Text>}>
+            <View style={{ gap: 6 }}>
+              <Slider
+                value={state.warmthPreference ?? 0.5}
+                minimumValue={0}
+                maximumValue={1}
+                step={0.05}
+                onValueChange={(value) => {
+                  actions.markUserEdited("warmthPreference");
+                  actions.setWarmthPreference(value);
+                }}
+                minimumTrackTintColor="#DFB6B2"
+                maximumTrackTintColor="rgba(251,228,216,0.14)"
+                thumbTintColor="#DFB6B2"
+              />
+              <View style={{ flexDirection: "row", justifyContent: "space-between" }}>
+                <HintText label="Light" />
+                <HintText label="Warm" />
+              </View>
+            </View>
+          </Field>
+        </View>
+      </OptionalCard>
+
+      <OptionalCard
+        title="Fit & silhouette"
+        summary={summaryText([state.fit, state.rise, state.legShape])}
+        expanded={state.fitExpanded}
+        onPress={() => actions.toggleSection("fit")}
+      >
+        <View style={{ gap: 12 }}>
+          <Field label="Fit">
+            <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+              {derived.FIT_OPTIONS.map((option: string) => (
+                <CompactChip
+                  key={option}
+                  label={titleCaseLabel(option)}
+                  active={state.fit === option}
+                  onPress={() => {
+                    actions.markUserEdited("fit");
+                    actions.setFit(state.fit === option ? null : option);
+                  }}
+                />
+              ))}
+            </View>
+          </Field>
+          {derived.selectedCategory === Category.BOTTOM ? (
+            <>
+              <Field label="Rise">
+                <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+                  {derived.RISE_OPTIONS.map((option: string) => (
+                    <CompactChip
+                      key={option}
+                      label={titleCaseLabel(option)}
+                      active={state.rise === option}
+                      onPress={() => {
+                        actions.markUserEdited("rise");
+                        actions.setRise(state.rise === option ? null : option);
+                      }}
+                    />
+                  ))}
+                </View>
+              </Field>
+              <Field label="Leg shape">
+                <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+                  {derived.LEG_SHAPE_OPTIONS.map((option: string) => (
+                    <CompactChip
+                      key={option}
+                      label={titleCaseLabel(option)}
+                      active={state.legShape === option}
+                      onPress={() => {
+                        actions.markUserEdited("legShape");
+                        actions.setLegShape(state.legShape === option ? null : option);
+                      }}
+                    />
+                  ))}
+                </View>
+              </Field>
+            </>
+          ) : null}
+        </View>
+      </OptionalCard>
+
+      <OptionalCard
+        title="Notes"
+        summary={state.notes ? "Notes added" : "Optional"}
+        expanded={state.notesExpanded}
+        onPress={() => actions.toggleSection("notes")}
+      >
+        <Field label="Notes">
+          <MemoTextInputField
+            value={state.notes}
+            onCommit={actions.setNotes}
+            placeholder="e.g., Limited edition, gift from friend..."
+            multiline
+            containerStyle={{ minHeight: 90 }}
+            inputStyle={{ minHeight: 90, textAlignVertical: "top" }}
+          />
+        </Field>
+      </OptionalCard>
+    </View>
+  );
+});
+
+function summaryText(values: (string | null | undefined)[]) {
+  const summary = values
+    .map((value) => String(value ?? "").trim().replace(/_/g, " "))
+    .filter(Boolean)
+    .slice(0, 3)
+    .join(", ");
+  return summary || "Optional";
+}
+
+const OptionalCard = React.memo(function OptionalCard({
+  title,
+  summary,
+  expanded,
+  onPress,
+  children,
+}: {
+  title: string;
+  summary: string;
+  expanded: boolean;
+  onPress: () => void;
+  children: React.ReactNode;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <SectionCard>
+      <View style={{ gap: expanded ? 13 : 0 }}>
+        <Pressable
+          onPress={onPress}
+          hitSlop={4}
+          style={({ pressed }) => ({
+            minHeight: 44,
+            flexDirection: "row",
+            alignItems: "center",
+            justifyContent: "space-between",
+            gap: 12,
+            opacity: pressed ? 0.76 : 1,
+          })}
+        >
+          <View style={{ flex: 1, minWidth: 0, gap: 2 }}>
+            <Text style={{ color: colors.text, fontSize: 16, lineHeight: 21, fontWeight: "900" }} numberOfLines={1}>
+              {title}
+            </Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }} numberOfLines={1}>
+              {summary}
+            </Text>
+          </View>
+          <View
+            style={{
+              width: 32,
+              height: 32,
+              borderRadius: 999,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: colors.chipBackground,
+              borderWidth: 1,
+              borderColor: colors.border,
+            }}
+          >
+            <Ionicons name={expanded ? "chevron-up" : "chevron-down"} size={16} color={colors.textSecondary} />
+          </View>
+        </Pressable>
+        {expanded ? <View style={{ gap: 12 }}>{children}</View> : null}
+      </View>
+    </SectionCard>
+  );
+});
+
+const PickerRow = React.memo(function PickerRow({
+  label,
+  value,
+  onPress,
+}: {
+  label: string;
+  value: string;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        minHeight: 48,
+        borderWidth: 1,
+        borderColor: colors.border,
+        borderRadius: 14,
+        paddingHorizontal: 12,
+        flexDirection: "row",
+        alignItems: "center",
+        justifyContent: "space-between",
+        gap: 12,
+        backgroundColor: colors.inputBackground,
+        opacity: pressed ? 0.78 : 1,
+      })}
+    >
+      <Text style={{ fontSize: 14, lineHeight: 19, fontWeight: "900", color: colors.text }}>{label}</Text>
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 4, flex: 1, justifyContent: "flex-end" }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }} numberOfLines={1}>
+          {value || "Auto"}
+        </Text>
+        <Ionicons name="chevron-forward" size={14} color={colors.textSecondary} />
+      </View>
+    </Pressable>
+  );
+});
+
+const CompactChip = React.memo(function CompactChip({
+  label,
+  active,
+  onPress,
+}: {
+  label: string;
+  active: boolean;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Pressable
+      onPress={onPress}
+      hitSlop={4}
+      style={({ pressed }) => ({
+        minHeight: 40,
+        justifyContent: "center",
+        paddingHorizontal: 12,
+        borderRadius: 999,
+        borderWidth: 1,
+        borderColor: active ? colors.purpleBorder : colors.border,
+        backgroundColor: active ? colors.purpleSurface : colors.chipBackground,
+        opacity: pressed ? 0.76 : 1,
+      })}
+    >
+      <Text
+        style={{
+          color: active ? colors.ctaCream : colors.textSecondary,
+          fontSize: 12.5,
+          lineHeight: 16,
+          fontWeight: "900",
+        }}
+        numberOfLines={1}
+      >
+        {label}
+      </Text>
+    </Pressable>
+  );
+});
+
+const HintText = React.memo(function HintText({ label }: { label: string }) {
+  const { colors } = useAppTheme();
+  return <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16 }}>{label}</Text>;
+});
diff --git a/src/addItem/components/AddItemPhotoCarousel.tsx b/src/addItem/components/AddItemPhotoCarousel.tsx
new file mode 100644
index 0000000..391e6ce
--- /dev/null
+++ b/src/addItem/components/AddItemPhotoCarousel.tsx
@@ -0,0 +1,173 @@
+import { Ionicons } from "@expo/vector-icons";
+import React from "react";
+import { Image, Pressable, ScrollView, Text, View } from "react-native";
+
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+function selectedPhotoUri(entry: any) {
+  return entry.normalizedLocalUri ?? entry.cleanedLocalUri ?? entry.localUri ?? null;
+}
+
+export const AddItemPhotoCarousel = React.memo(function AddItemPhotoCarousel({
+  controller,
+}: {
+  controller: any;
+}) {
+  const { state, actions } = controller;
+  const { colors } = useAppTheme();
+  const photos = state.selectedPhotos ?? [];
+
+  if (!photos.length) return null;
+
+  return (
+    <View style={{ gap: 10 }}>
+      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+        <View style={{ gap: 2, flex: 1, minWidth: 0 }}>
+          <Text style={{ color: colors.text, fontSize: 15, lineHeight: 20, fontWeight: "900" }}>
+            Item photos
+          </Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16 }} numberOfLines={1}>
+            {photos.length} selected
+          </Text>
+        </View>
+        <Pressable
+          onPress={() => void actions.pickPhoto("library")}
+          hitSlop={6}
+          style={({ pressed }) => ({
+            minHeight: 40,
+            flexDirection: "row",
+            alignItems: "center",
+            gap: 6,
+            paddingHorizontal: 11,
+            borderRadius: 999,
+            borderWidth: 1,
+            borderColor: colors.border,
+            backgroundColor: colors.chipBackground,
+            opacity: pressed ? 0.78 : 1,
+          })}
+        >
+          <Ionicons name="add" size={16} color={colors.text} />
+          <Text style={{ color: colors.text, fontSize: 12, lineHeight: 16, fontWeight: "800" }}>
+            Add Photo
+          </Text>
+        </Pressable>
+      </View>
+
+      <ScrollView horizontal showsHorizontalScrollIndicator={false}>
+        <View style={{ flexDirection: "row", gap: 12, paddingRight: 4 }}>
+          {photos.map((entry: any, index: number) => {
+            const previewUri = selectedPhotoUri(entry);
+            const isPrimary = state.primaryPhotoId === entry.id;
+            return (
+              <View key={entry.id} style={{ width: 184, gap: 8 }}>
+                <Pressable
+                  onPress={() => actions.setPrimaryPhoto(entry.id)}
+                  style={({ pressed }) => ({
+                    height: 154,
+                    borderRadius: 18,
+                    borderWidth: 1,
+                    borderColor: isPrimary ? colors.ctaCream : "rgba(251,228,216,0.14)",
+                    backgroundColor: colors.outfitBoardBackground,
+                    overflow: "hidden",
+                    opacity: pressed ? 0.86 : 1,
+                  })}
+                >
+                  {previewUri ? (
+                    <Image
+                      source={{ uri: previewUri }}
+                      style={{ width: "100%", height: "100%" }}
+                      resizeMode="contain"
+                    />
+                  ) : (
+                    <View style={{ flex: 1, backgroundColor: "rgba(25,0,25,0.06)" }} />
+                  )}
+                  {isPrimary ? (
+                    <View
+                      style={{
+                        position: "absolute",
+                        top: 8,
+                        left: 8,
+                        minHeight: 24,
+                        paddingHorizontal: 8,
+                        borderRadius: 999,
+                        alignItems: "center",
+                        justifyContent: "center",
+                        backgroundColor: "rgba(25,0,25,0.72)",
+                        borderWidth: 1,
+                        borderColor: "rgba(251,228,216,0.18)",
+                      }}
+                    >
+                      <Text style={{ color: colors.ctaCream, fontSize: 10.5, fontWeight: "900" }}>
+                        Primary
+                      </Text>
+                    </View>
+                  ) : null}
+                </Pressable>
+                <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
+                  <PhotoIconButton
+                    icon="chevron-back"
+                    disabled={index === 0}
+                    onPress={() => actions.movePhotoLeft(entry.id)}
+                  />
+                  <PhotoIconButton
+                    icon={isPrimary ? "checkmark" : "star-outline"}
+                    active={isPrimary}
+                    onPress={() => actions.setPrimaryPhoto(entry.id)}
+                  />
+                  <PhotoIconButton
+                    icon="chevron-forward"
+                    disabled={index === photos.length - 1}
+                    onPress={() => actions.movePhotoRight(entry.id)}
+                  />
+                  <PhotoIconButton
+                    icon="trash-outline"
+                    danger
+                    onPress={() => actions.removeSelectedPhoto(entry.id)}
+                  />
+                </View>
+              </View>
+            );
+          })}
+        </View>
+      </ScrollView>
+    </View>
+  );
+});
+
+const PhotoIconButton = React.memo(function PhotoIconButton({
+  icon,
+  active,
+  danger,
+  disabled,
+  onPress,
+}: {
+  icon: keyof typeof Ionicons.glyphMap;
+  active?: boolean;
+  danger?: boolean;
+  disabled?: boolean;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const iconColor = danger ? colors.danger : active ? colors.ctaCream : colors.textSecondary;
+
+  return (
+    <Pressable
+      onPress={onPress}
+      disabled={disabled}
+      hitSlop={4}
+      style={({ pressed }) => ({
+        width: 44,
+        height: 44,
+        borderRadius: 999,
+        alignItems: "center",
+        justifyContent: "center",
+        borderWidth: 1,
+        borderColor: active ? colors.purpleBorder : colors.border,
+        backgroundColor: active ? colors.purpleSurface : "rgba(43,18,76,0.28)",
+        opacity: disabled ? 0.34 : pressed ? 0.72 : 1,
+      })}
+    >
+      <Ionicons name={icon} size={17} color={iconColor} />
+    </Pressable>
+  );
+});
diff --git a/src/addItem/components/AddItemPhotoPanel.tsx b/src/addItem/components/AddItemPhotoPanel.tsx
new file mode 100644
index 0000000..5444efa
--- /dev/null
+++ b/src/addItem/components/AddItemPhotoPanel.tsx
@@ -0,0 +1,184 @@
+import React from "react";
+import { Alert, Pressable, Text, View } from "react-native";
+
+import { PhotoEditorSection } from "../../components/PhotoEditorSection";
+import { SectionCard } from "../ui/SectionCard";
+import { AddItemPhotoCarousel } from "./AddItemPhotoCarousel";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+export const AddItemPhotoPanel = React.memo(function AddItemPhotoPanel({
+  controller,
+}: {
+  controller: any;
+}) {
+  const { state, derived, actions } = controller;
+  const { colors } = useAppTheme();
+
+  const statusTone =
+    derived.aiStatusPill.tone === "error"
+      ? colors.textSecondary
+      : derived.aiStatusPill.tone === "warning"
+        ? colors.warning
+        : derived.aiStatusPill.tone === "running"
+          ? colors.lightPurple
+          : derived.aiStatusPill.tone === "ready"
+            ? colors.success
+            : colors.textSecondary;
+
+  return (
+    <View style={{ gap: 14 }}>
+      <SectionCard>
+        <View style={{ gap: 12 }}>
+          <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+            <View style={{ gap: 2, flex: 1, minWidth: 0 }}>
+              <Text style={{ color: colors.text, fontSize: 18, lineHeight: 23, fontWeight: "900" }}>
+                Photo
+              </Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }} numberOfLines={2}>
+                {state.isEdit && derived.aiStatusPill.tone === "idle"
+                  ? "Change or refine this item photo."
+                  : derived.aiStatusPill.label}
+              </Text>
+            </View>
+            <View
+              style={{
+                minHeight: 30,
+                paddingHorizontal: 9,
+                borderRadius: 999,
+                alignItems: "center",
+                justifyContent: "center",
+                borderWidth: 1,
+                borderColor: "rgba(251,228,216,0.10)",
+                backgroundColor: "rgba(43,18,76,0.34)",
+              }}
+            >
+              <Text style={{ color: statusTone, fontSize: 11.5, lineHeight: 15, fontWeight: "900" }} numberOfLines={1}>
+                AI
+              </Text>
+            </View>
+          </View>
+
+          {state.uploadingPhoto ? (
+            <Text style={{ color: colors.textSecondary, fontSize: 13 }}>Uploading photo...</Text>
+          ) : null}
+
+          {state.uploadError ? (
+            <InlineIssue
+              message={state.uploadError}
+              actionLabel="Retry upload"
+              onPress={() => void actions.retryPhotoUpload()}
+            />
+          ) : null}
+
+          {state.bgRemovalError ? (
+            <InlineIssue
+              message={state.bgRemovalError}
+              actionLabel={
+                state.bgRemovalError === "Download this image to refine the cutout."
+                  ? "Download & retry"
+                  : "Retry cutout"
+              }
+              onPress={() => void actions.retryBackgroundRemoval()}
+            />
+          ) : null}
+
+          <PhotoEditorSection
+            previewUri={derived.previewPhotoUri}
+            normalizedPreviewUri={derived.normalizedPreviewUri}
+            cleanedPreviewUri={derived.cleanedPreviewUri}
+            fallbackPreviewUri={derived.fallbackPreviewUri}
+            hasCutoutPreview={derived.hasCutoutPreview}
+            maskDebugUri={derived.maskDebugUri}
+            refineValue={state.refineValue}
+            edgePolish={state.edgePolish}
+            debugThreshold={state.debugThreshold}
+            debugCleanupRadius={state.debugCleanupRadius}
+            debugFeather={state.debugFeather}
+            debugEdgeTighten={state.debugEdgeTighten}
+            isProcessing={state.refiningCutout}
+            canRefine={derived.canRefineCutout}
+            isAiRunning={state.aiStatus === "running"}
+            statusText={null}
+            showPendingNote={
+              !!state.pendingPhotoUri &&
+              !state.uploadingPhoto &&
+              !state.uploadError &&
+              !state.draftItemId &&
+              !state.isEdit
+            }
+            onPickLibrary={() => void actions.pickPhoto("library")}
+            onUseCamera={() => void actions.pickPhoto("camera")}
+            onRemove={() => {
+              if (state.isEdit) {
+                actions.resetPhotoState?.();
+                actions.resetExtractionState?.();
+                return;
+              }
+              void actions.resetCreateFlow("remove-photo", { deleteActiveDraft: true });
+            }}
+            onRefineChange={actions.handleRefineValueChange}
+            onRefineComplete={actions.handleRefineValueComplete}
+            onResetRefine={actions.handleRefineReset}
+            onEdgePolishChange={actions.handleEdgePolishChange}
+            onDebugThresholdChange={actions.handleDebugRefineThresholdChange}
+            onDebugCleanupRadiusChange={actions.handleDebugRefineCleanupRadiusChange}
+            onDebugFeatherChange={actions.handleDebugRefineFeatherChange}
+            onDebugEdgeTightenChange={actions.handleDebugRefineEdgeTightenChange}
+            onReplace={() => void actions.pickPhoto("library")}
+            onRefineOpen={() => {}}
+            onAdjust={() => {}}
+            onRotate={() => Alert.alert("Coming soon", "Rotate is coming soon.")}
+            frameless
+          />
+        </View>
+      </SectionCard>
+      {state.selectedPhotos?.length ? (
+        <SectionCard>
+          <AddItemPhotoCarousel controller={controller} />
+        </SectionCard>
+      ) : null}
+    </View>
+  );
+});
+
+const InlineIssue = React.memo(function InlineIssue({
+  message,
+  actionLabel,
+  onPress,
+}: {
+  message: string;
+  actionLabel: string;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View
+      style={{
+        gap: 8,
+        padding: 10,
+        borderRadius: 14,
+        borderWidth: 1,
+        borderColor: "rgba(255,77,79,0.24)",
+        backgroundColor: "rgba(255,77,79,0.08)",
+      }}
+    >
+      <Text style={{ color: colors.danger, fontSize: 13, fontWeight: "800" }}>{message}</Text>
+      <Pressable
+        onPress={onPress}
+        style={({ pressed }) => ({
+          minHeight: 40,
+          alignSelf: "flex-start",
+          justifyContent: "center",
+          paddingHorizontal: 12,
+          borderRadius: 999,
+          borderWidth: 1,
+          borderColor: "rgba(255,77,79,0.26)",
+          opacity: pressed ? 0.75 : 1,
+        })}
+      >
+        <Text style={{ color: colors.danger, fontSize: 12, fontWeight: "900" }}>{actionLabel}</Text>
+      </Pressable>
+    </View>
+  );
+});
diff --git a/src/addItem/components/AddItemStepIndicator.tsx b/src/addItem/components/AddItemStepIndicator.tsx
new file mode 100644
index 0000000..deb3b59
--- /dev/null
+++ b/src/addItem/components/AddItemStepIndicator.tsx
@@ -0,0 +1,73 @@
+import React from "react";
+import { Text, View } from "react-native";
+
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+type StepMeta = {
+  id: string;
+  label: string;
+};
+
+export const AddItemStepIndicator = React.memo(function AddItemStepIndicator({
+  steps,
+  currentStep,
+}: {
+  steps: readonly StepMeta[];
+  currentStep: number;
+}) {
+  const { colors } = useAppTheme();
+  const progress = ((currentStep + 1) / steps.length) * 100;
+
+  return (
+    <View style={{ gap: 8 }}>
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+        {steps.map((step, index) => {
+          const active = index === currentStep;
+          const complete = index < currentStep;
+          return (
+            <View key={step.id} style={{ flex: 1, minWidth: 0, gap: 5 }}>
+              <Text
+                style={{
+                  color: active ? colors.ctaCream : complete ? colors.text : colors.textMuted,
+                  fontSize: 12,
+                  lineHeight: 16,
+                  fontWeight: active ? "900" : "800",
+                  textAlign: "center",
+                }}
+                numberOfLines={1}
+              >
+                {step.label}
+              </Text>
+              <View
+                style={{
+                  height: 3,
+                  borderRadius: 999,
+                  backgroundColor: active || complete ? colors.ctaCream : colors.border,
+                  opacity: active ? 1 : complete ? 0.55 : 1,
+                }}
+              />
+            </View>
+          );
+        })}
+      </View>
+      <View
+        style={{
+          height: 2,
+          borderRadius: 999,
+          backgroundColor: "rgba(251,228,216,0.08)",
+          overflow: "hidden",
+        }}
+      >
+        <View
+          style={{
+            width: `${progress}%`,
+            height: "100%",
+            borderRadius: 999,
+            backgroundColor: colors.ctaCream,
+            opacity: 0.5,
+          }}
+        />
+      </View>
+    </View>
+  );
+});
diff --git a/src/addItem/components/AddItemStickyFooter.tsx b/src/addItem/components/AddItemStickyFooter.tsx
new file mode 100644
index 0000000..cdd6368
--- /dev/null
+++ b/src/addItem/components/AddItemStickyFooter.tsx
@@ -0,0 +1,89 @@
+import { Ionicons } from "@expo/vector-icons";
+import React from "react";
+import { Pressable, Text, View } from "react-native";
+
+import { auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+export const AddItemStickyFooter = React.memo(function AddItemStickyFooter({
+  currentStep,
+  bottomPadding,
+  statusText,
+  buttonText,
+  canContinue,
+  onBack,
+  onForward,
+}: {
+  currentStep: number;
+  bottomPadding: number;
+  statusText: string;
+  buttonText: string;
+  canContinue: boolean;
+  onBack: () => void;
+  onForward: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View
+      style={{
+        borderTopWidth: 1,
+        borderTopColor: "rgba(251,228,216,0.10)",
+        backgroundColor: "rgba(9,0,11,0.88)",
+        paddingHorizontal: 16,
+        paddingTop: 10,
+        paddingBottom: bottomPadding,
+        gap: 9,
+      }}
+    >
+      <Text
+        style={{
+          color: canContinue ? colors.textSecondary : colors.warning,
+          fontSize: 12,
+          lineHeight: 17,
+          fontWeight: "700",
+        }}
+        numberOfLines={2}
+      >
+        {statusText}
+      </Text>
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
+        {currentStep > 0 ? (
+          <Pressable
+            onPress={onBack}
+            hitSlop={6}
+            style={({ pressed }) => ({
+              width: 44,
+              height: 44,
+              borderRadius: 999,
+              alignItems: "center",
+              justifyContent: "center",
+              borderWidth: 1,
+              borderColor: colors.border,
+              backgroundColor: "rgba(43,18,76,0.42)",
+              opacity: pressed ? 0.75 : 1,
+            })}
+          >
+            <Ionicons name="chevron-back" size={19} color={colors.text} />
+          </Pressable>
+        ) : null}
+        <Pressable
+          onPress={onForward}
+          disabled={!canContinue}
+          style={({ pressed }) => [
+            auraButtonStyle(colors, "primary", !canContinue),
+            {
+              flex: 1,
+              minHeight: 56,
+              opacity: canContinue && pressed ? 0.86 : !canContinue ? 0.58 : 1,
+            },
+          ]}
+        >
+          <Text style={auraButtonTextStyle(colors, "primary", !canContinue)} numberOfLines={1}>
+            {buttonText}
+          </Text>
+        </Pressable>
+      </View>
+    </View>
+  );
+});
diff --git a/src/addItem/controllerShared.ts b/src/addItem/controllerShared.ts
index 7a542a7..0037473 100644
--- a/src/addItem/controllerShared.ts
+++ b/src/addItem/controllerShared.ts
@@ -2,6 +2,8 @@ import * as ImagePicker from "expo-image-picker";
 
 import { Category } from "../shared/wardrobeTaxonomy";
 
+export type AddItemMode = "create" | "edit" | "duplicate";
+
 export const CATEGORIES: Category[] = Object.values(Category);
 
 export const DEFAULT_COLORS = [
@@ -81,7 +83,7 @@ export const PATTERN_OPTIONS = [
 ] as const;
 
 export const DEFAULT_REFINE_VALUE = 1 / 3;
-export const CURRENCIES = ["USD", "INR", "EUR", "GBP", "CAD", "AUD"] as const;
+export const CURRENCIES = ["USD", "INR", "EUR", "GBP", "CAD", "AUD", "AED"] as const;
 export const UPLOAD_TIMEOUT_MS = 25_000;
 export const CUTOUT_TIMEOUT_MS = 55_000;
 export const AUTOFILL_TIMEOUT_MS = 20_000;
@@ -104,6 +106,80 @@ export function normColor(s: string) {
   return t.charAt(0).toUpperCase() + t.slice(1).toLowerCase();
 }
 
+export function normalizeDisplayColorToDefault(value: unknown) {
+  const text = norm(String(value ?? ""))
+    .toLowerCase()
+    .replace(/[_-]+/g, " ");
+  if (!text) return "";
+
+  const aliases: [string, string][] = [
+    ["off white", "Cream"],
+    ["ivory", "Cream"],
+    ["cream", "Cream"],
+    ["light blue", "Blue"],
+    ["dark blue", "Navy"],
+    ["navy", "Navy"],
+    ["indigo", "Blue"],
+    ["denim", "Blue"],
+    ["grey", "Grey"],
+    ["gray", "Grey"],
+    ["charcoal", "Grey"],
+    ["khaki", "Khaki"],
+    ["olive", "Olive"],
+    ["tan", "Tan"],
+    ["beige", "Beige"],
+    ["brown", "Brown"],
+    ["black", "Black"],
+    ["white", "White"],
+    ["green", "Green"],
+    ["red", "Red"],
+    ["gold", "Gold"],
+    ["silver", "Silver"],
+  ];
+
+  const match = aliases.find(([needle]) => text.includes(needle));
+  if (match) return match[1];
+
+  const direct = DEFAULT_COLORS.find((color) => text.includes(color.toLowerCase()));
+  return direct ? normColor(direct) : "";
+}
+
+export function isWeakItemName(value: unknown) {
+  const normalized = norm(String(value ?? ""))
+    .toLowerCase()
+    .replace(/[_-]+/g, " ");
+  return (
+    !normalized ||
+    ["top", "tops", "bottom", "bottoms", "item", "clothing", "garment", "piece", "one piece", "accessory"].includes(
+      normalized
+    )
+  );
+}
+
+export function titleCaseLabel(value: unknown) {
+  return norm(String(value ?? ""))
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ")
+    .replace(/\b\w/g, (match) => match.toUpperCase());
+}
+
+export function buildUsefulItemName(parts: {
+  displayColor?: string | null;
+  colors?: string[];
+  material?: string | null;
+  fit?: string | null;
+  subCategory?: string | null;
+  category?: string | null;
+}) {
+  const color = norm(parts.displayColor ?? "") || norm(parts.colors?.[0] ?? "");
+  const noun = norm(parts.subCategory ?? "") || norm(parts.category ?? "") || "item";
+  const rawParts = [color, parts.fit, parts.material, noun]
+    .map((part) => norm(String(part ?? "")).toLowerCase().replace(/[_-]+/g, " "))
+    .filter(Boolean);
+  const deduped = rawParts.filter((part, index) => rawParts.indexOf(part) === index);
+  return titleCaseLabel(deduped.join(" "));
+}
+
 export function getRefineOptions(value: number) {
   const normalizedValue = Math.max(0, Math.min(1, value));
   const edgeTighten = 0.45 + normalizedValue * 0.2;
diff --git a/src/addItem/hooks/useAddWizardState.ts b/src/addItem/hooks/useAddWizardState.ts
index c258b28..610e507 100644
--- a/src/addItem/hooks/useAddWizardState.ts
+++ b/src/addItem/hooks/useAddWizardState.ts
@@ -5,20 +5,20 @@ export const WIZARD_STEPS = [
   {
     id: "photo",
     label: "Photo",
-    title: "Step 1 — Photo",
-    subtitle: "Pick a photo, preview it, and optionally refine the background cutout.",
+    title: "Photo",
+    subtitle: "Add the item image.",
   },
   {
-    id: "review",
-    label: "Review",
-    title: "Step 2 — Review AI Details",
-    subtitle: "Check AI-extracted details and correct anything before moving on.",
+    id: "details",
+    label: "Details",
+    title: "Details",
+    subtitle: "Confirm the essentials.",
   },
   {
-    id: "more",
-    label: "More",
-    title: "Step 3 — More Details",
-    subtitle: "Add optional metadata, then save the item to your wardrobe.",
+    id: "optional",
+    label: "Optional",
+    title: "Optional",
+    subtitle: "Add extra metadata.",
   },
 ] as const;
 
@@ -45,7 +45,15 @@ export function useAddWizardState(params: {
   }, [actions, currentStep, state.advancedExpanded]);
 
   const hasPhoto = !!derived.previewPhotoUri;
-  const hasReviewDetails = !!state.category && state.selectedColors.length > 0;
+  const detailMissing = useMemo(() => {
+    const missing: string[] = [];
+    if (!String(state.brand ?? "").trim()) missing.push("brand");
+    if (!String(state.name ?? "").trim()) missing.push("item name");
+    if (!state.category) missing.push("category");
+    if (state.selectedColors.length === 0) missing.push("color");
+    return missing;
+  }, [state.brand, state.category, state.name, state.selectedColors.length]);
+  const hasReviewDetails = detailMissing.length === 0;
   const canContinue =
     currentStep === 0 ? hasPhoto : currentStep === 1 ? hasReviewDetails : derived.canSave;
   const currentStepMeta = WIZARD_STEPS[currentStep];
@@ -55,7 +63,7 @@ export function useAddWizardState(params: {
       ? state.isEdit
         ? "Save Changes"
         : "Add to Wardrobe"
-      : "Next";
+      : "Continue";
 
   const stepStatusText =
     currentStep === 0
@@ -64,8 +72,8 @@ export function useAddWizardState(params: {
         : "Add a photo to continue"
       : currentStep === 1
         ? hasReviewDetails
-          ? "Review complete"
-          : "Confirm category and color before continuing"
+          ? "Details ready"
+          : `Missing: ${detailMissing.join(", ")}`
         : derived.ctaStatusText;
 
   const handleStepBack = useCallback(() => {
@@ -87,12 +95,20 @@ export function useAddWizardState(params: {
     }
 
     if (currentStep === 1) {
+      if (!String(state.brand ?? "").trim()) {
+        Alert.alert("Confirm details", "Add a brand before continuing.");
+        return;
+      }
+      if (!String(state.name ?? "").trim()) {
+        Alert.alert("Confirm details", "Add an item name before continuing.");
+        return;
+      }
       if (!state.category) {
-        Alert.alert("Review details", "Confirm a category before continuing.");
+        Alert.alert("Confirm details", "Confirm a category before continuing.");
         return;
       }
       if (state.selectedColors.length === 0) {
-        Alert.alert("Review details", "Pick at least one color before continuing.");
+        Alert.alert("Confirm details", "Pick at least one color before continuing.");
         return;
       }
       setCurrentStep(2);
@@ -100,7 +116,7 @@ export function useAddWizardState(params: {
     }
 
     actions.saveItem();
-  }, [actions, currentStep, hasPhoto, state.category, state.selectedColors.length]);
+  }, [actions, currentStep, hasPhoto, state.brand, state.category, state.name, state.selectedColors.length]);
 
   const currentStepKey = currentStepMeta.id;
 
@@ -112,6 +128,7 @@ export function useAddWizardState(params: {
       canContinue,
       hasPhoto,
       hasReviewDetails,
+      detailMissing,
       stepButtonText,
       stepStatusText,
       setCurrentStep,
@@ -128,6 +145,7 @@ export function useAddWizardState(params: {
       handleStepForward,
       hasPhoto,
       hasReviewDetails,
+      detailMissing,
       stepButtonText,
       stepStatusText,
     ]
diff --git a/src/addItem/hooks/useItemDraft.ts b/src/addItem/hooks/useItemDraft.ts
index 15a1e8f..f97ad6d 100644
--- a/src/addItem/hooks/useItemDraft.ts
+++ b/src/addItem/hooks/useItemDraft.ts
@@ -13,8 +13,9 @@ import {
 import { useCallback, useEffect, useRef, useState, type MutableRefObject } from "react";
 import { Alert, LayoutAnimation, Platform, UIManager } from "react-native";
 
-import { norm, normColor } from "../controllerShared";
+import { type AddItemMode, norm, normColor } from "../controllerShared";
 import { db } from "../../lib/firebase";
+import { safeGoBack } from "../../lib/navigation";
 import { Toast } from "../../lib/toast";
 import { normalizeCategoryForStorage } from "../../lib/items";
 import {
@@ -23,19 +24,34 @@ import {
   wearSlot,
 } from "../../shared/wardrobeTaxonomy";
 
+type ItemDetailRoute = Parameters<typeof router.replace>[0];
+
+function itemDetailRoute(itemId: string): ItemDetailRoute {
+  return {
+    pathname: "/(tabs)/item/[id]",
+    params: { id: itemId, refreshKey: String(Date.now()) },
+  } as ItemDetailRoute;
+}
+
 export function useItemDraft({
   uid,
+  mode,
   editItemId,
+  duplicateItemId,
   isEdit,
   initialCategory,
+  formSessionKey,
   photoRef,
   extractionRef,
   resetCreateFlowRef,
 }: {
   uid: string | null;
+  mode: AddItemMode;
   editItemId: string | null;
+  duplicateItemId?: string | null;
   isEdit: boolean;
   initialCategory?: Category | null;
+  formSessionKey: string;
   photoRef: MutableRefObject<any>;
   extractionRef: MutableRefObject<any>;
   resetCreateFlowRef: MutableRefObject<any>;
@@ -59,6 +75,9 @@ export function useItemDraft({
   const [notes, setNotes] = useState("");
   const [priceAmount, setPriceAmount] = useState("");
   const [priceCurrency, setPriceCurrency] = useState<string>("USD");
+  const [priceSource, setPriceSource] = useState<"product_link" | "manual" | "estimated" | null>(null);
+  const [priceDisplay, setPriceDisplay] = useState("");
+  const [sourceUrl, setSourceUrl] = useState("");
   const [showCurrencyPicker, setShowCurrencyPicker] = useState(false);
   const [showAttributeSheet, setShowAttributeSheet] = useState<
     null | "material" | "pattern" | "care"
@@ -150,10 +169,33 @@ export function useItemDraft({
   const parsePriceToNumber = useCallback((s: string) => {
     const t = norm(s);
     if (!t) return null;
-    const cleaned = t.replace(/[^0-9.]/g, "");
-    if (!cleaned) return null;
-    const num = Number(cleaned);
-    return Number.isFinite(num) ? num : null;
+    const match = t.match(/\d(?:[\d,.]*\d)?/);
+    if (!match) return null;
+    const remainder = `${t.slice(0, match.index)}${t.slice((match.index ?? 0) + match[0].length)}`;
+    const unsupportedRemainder = remainder
+      .replace(/\b(?:USD|INR|EUR|GBP|CAD|AUD|AED)\b/gi, "")
+      .replace(/US\$|CA\$|C\$|AU\$|A\$|\$|₹|€|£|د\.إ/gi, "")
+      .replace(/[\s()/-]/g, "");
+    if (unsupportedRemainder) return null;
+
+    const numeric = match[0];
+    const lastComma = numeric.lastIndexOf(",");
+    const lastDot = numeric.lastIndexOf(".");
+    let normalized = numeric;
+    if (lastComma >= 0 && lastDot >= 0) {
+      normalized =
+        lastComma > lastDot
+          ? numeric.replace(/\./g, "").replace(",", ".")
+          : numeric.replace(/,/g, "");
+    } else if (lastComma >= 0) {
+      const decimalDigits = numeric.length - lastComma - 1;
+      normalized = decimalDigits === 2 ? numeric.replace(",", ".") : numeric.replace(/,/g, "");
+    }
+    normalized = normalized.replace(/[^0-9.]/g, "");
+    const num = Number(normalized);
+    return Number.isFinite(num) && num > 0 && num <= 1_000_000
+      ? Math.round(num * 100) / 100
+      : null;
   }, []);
 
   const parsePurchaseDate = useCallback((s: string) => {
@@ -164,6 +206,42 @@ export function useItemDraft({
     return t;
   }, []);
 
+  const buildPricePayload = useCallback(
+    (priceNum: number | null) => {
+      const normalizedCurrency = (norm(priceCurrency) || "USD").toUpperCase();
+      if (priceNum == null) {
+        return {
+          priceAmount: null,
+          price: null,
+          purchasePrice: null,
+          retailPrice: null,
+          estimatedValue: null,
+          currency: normalizedCurrency,
+          priceCurrency: normalizedCurrency,
+          priceSource: null,
+          priceDisplay: null,
+        };
+      }
+      const source = priceSource ?? "manual";
+      const display =
+        source === "product_link" && priceDisplay
+          ? priceDisplay
+          : `${normalizedCurrency} ${priceNum}`;
+      return {
+        priceAmount: priceNum,
+        price: priceNum,
+        purchasePrice: priceNum,
+        retailPrice: priceNum,
+        estimatedValue: priceNum,
+        currency: normalizedCurrency,
+        priceCurrency: normalizedCurrency,
+        priceSource: source,
+        priceDisplay: display,
+      };
+    },
+    [priceCurrency, priceDisplay, priceSource]
+  );
+
   const syncDraftProgress = useCallback(async () => {
     const extraction = extractionRef.current;
     const draftItemId = extraction?.state?.draftItemId ?? null;
@@ -191,8 +269,8 @@ export function useItemDraft({
         material: norm(material ?? "") || null,
         size: norm(size) || null,
         notes: norm(notes) || null,
-        priceAmount: parsePriceToNumber(priceAmount),
-        priceCurrency,
+        ...buildPricePayload(parsePriceToNumber(priceAmount)),
+        sourceUrl: norm(sourceUrl) || null,
         purchaseDate:
           parsePurchaseDate(purchaseDate) === "INVALID"
             ? null
@@ -220,11 +298,12 @@ export function useItemDraft({
     name,
     notes,
     occasionTags,
+    buildPricePayload,
     parsePriceToNumber,
     parsePurchaseDate,
     pattern,
     priceAmount,
-    priceCurrency,
+    sourceUrl,
     purchaseDate,
     rise,
     seasonTags,
@@ -252,6 +331,9 @@ export function useItemDraft({
     setNotes("");
     setPriceAmount("");
     setPriceCurrency("USD");
+    setPriceSource(null);
+    setPriceDisplay("");
+    setSourceUrl("");
     setShowCurrencyPicker(false);
     setShowAttributeSheet(null);
     setPurchaseDate("");
@@ -273,46 +355,57 @@ export function useItemDraft({
     userEditedKeysRef.current.clear();
   }, [initialCategory]);
 
-  const duplicateLastItem = useCallback(async () => {
-    if (!uid || isEdit) return;
-    try {
-      const itemsRef = collection(db, "users", uid, "items");
-      let recentSnap;
-      try {
-        recentSnap = await getDocs(query(itemsRef, orderBy("createdAt", "desc"), limit(10)));
-      } catch {
-        recentSnap = await getDocs(query(itemsRef, orderBy("updatedAt", "desc"), limit(10)));
-      }
-      const latestRealItem = recentSnap?.docs.find((docSnap) => docSnap.data()?.isDraft !== true) ?? null;
-      if (!latestRealItem) {
-        Alert.alert("No recent items", "Add at least one item first.");
-        return;
-      }
-      const data = latestRealItem.data() as any;
+  const applyItemDataToDraft = useCallback(
+    (data: any, options?: { markAsDuplicate?: boolean }) => {
       setBrand(cleanBrandInput(data.brand) || "");
       setName(norm(data.name) || "");
-      setCategory(data.category ? normalizeCategoryForStorage(data.category) : null);
-      setSubCategory(norm(data.subCategory) || "");
+      const loadedCategory = normalizeCategoryForStorage(data.category);
+      setCategory(loadedCategory);
+      setSubCategory(
+        isValidCategorySubCategory(loadedCategory, data.subCategory)
+          ? data.subCategory
+          : ""
+      );
       setPattern(norm(data.pattern) || null);
       setMaterial(norm(data.material) || null);
-      setSelectedColors(
-        Array.isArray(data.colors) ? data.colors.map(normColor).filter(Boolean) : []
-      );
+      const loadedColors: string[] =
+        Array.isArray(data.colors) && data.colors.length
+          ? data.colors.map(normColor).filter(Boolean)
+          : data.primaryColor
+            ? [normColor(data.primaryColor)]
+            : [];
+      setSelectedColors(loadedColors);
       setDisplayColor(norm(data.displayColor) || "");
       setDisplayColors(
         Array.isArray(data.displayColors)
           ? data.displayColors.map((value: unknown) => norm(String(value ?? "")) || "").filter(Boolean)
           : []
       );
+      setAddingCustomColor(false);
       setSize(norm(data.size) || "");
       setPriceAmount(
-        data.priceAmount != null
-          ? String(data.priceAmount)
-          : data.price != null
-            ? String(data.price)
-            : ""
+        data.estimatedValue != null
+          ? String(data.estimatedValue)
+          : data.purchasePrice != null
+            ? String(data.purchasePrice)
+            : data.retailPrice != null
+              ? String(data.retailPrice)
+              : data.priceAmount != null
+                ? String(data.priceAmount)
+                : data.price != null
+                  ? String(data.price)
+                  : ""
+      );
+      setPriceCurrency(norm(data.currency ?? data.priceCurrency) || "USD");
+      setPriceSource(
+        data.priceSource === "product_link" ||
+          data.priceSource === "manual" ||
+          data.priceSource === "estimated"
+          ? data.priceSource
+          : null
       );
-      setPriceCurrency(norm(data.priceCurrency) || "USD");
+      setPriceDisplay(norm(data.priceDisplay) || "");
+      setSourceUrl(norm(data.sourceUrl) || "");
       setPurchaseDate(norm(data.purchaseDate) || "");
       setNotes(norm(data.notes) || "");
       setOccasionTags(Array.isArray(data.occasionTags) ? data.occasionTags : []);
@@ -323,27 +416,52 @@ export function useItemDraft({
       setWarmthPreference(
         typeof data.warmthPreference === "number" ? data.warmthPreference : null
       );
-      setDuplicateBanner(true);
-      markUserEdited(
-        "brand",
-        "name",
-        "category",
-        "subCategory",
-        "pattern",
-        "material",
-        "colors",
-        "displayColor",
-        "displayColors",
-        "fit",
-        "rise",
-        "legShape",
-        "occasionTags",
-        "seasonTags"
-      );
+      setDuplicateBanner(Boolean(options?.markAsDuplicate));
+      if (options?.markAsDuplicate) {
+        markUserEdited(
+          "brand",
+          "name",
+          "category",
+          "subCategory",
+          "pattern",
+          "material",
+          "colors",
+          "displayColor",
+          "displayColors",
+          "price",
+          "sourceUrl",
+          "fit",
+          "rise",
+          "legShape",
+          "occasionTags",
+          "seasonTags"
+        );
+      }
+    },
+    [markUserEdited]
+  );
+
+  const duplicateLastItem = useCallback(async () => {
+    if (!uid || isEdit) return;
+    try {
+      const itemsRef = collection(db, "users", uid, "items");
+      let recentSnap;
+      try {
+        recentSnap = await getDocs(query(itemsRef, orderBy("createdAt", "desc"), limit(10)));
+      } catch {
+        recentSnap = await getDocs(query(itemsRef, orderBy("updatedAt", "desc"), limit(10)));
+      }
+      const latestRealItem = recentSnap?.docs.find((docSnap) => docSnap.data()?.isDraft !== true) ?? null;
+      if (!latestRealItem) {
+        Alert.alert("No recent items", "Add at least one item first.");
+        return;
+      }
+      const data = latestRealItem.data() as any;
+      applyItemDataToDraft(data, { markAsDuplicate: true });
     } catch {
       Alert.alert("No recent items", "Could not load a recent item.");
     }
-  }, [isEdit, markUserEdited, uid]);
+  }, [applyItemDataToDraft, isEdit, uid]);
 
   const saveItem = useCallback(async () => {
     const photo = photoRef.current;
@@ -434,8 +552,8 @@ export function useItemDraft({
         material: norm(material ?? "") || null,
         size: norm(size) || null,
         notes: norm(notes) || null,
-        priceAmount: priceNum,
-        priceCurrency,
+        ...buildPricePayload(priceNum),
+        sourceUrl: norm(sourceUrl) || null,
         purchaseDate: date,
         ...(occasionTags.length ? { occasionTags } : {}),
         ...(seasonTags.length ? { seasonTags } : {}),
@@ -489,8 +607,13 @@ export function useItemDraft({
           updatePayload.visualNormalization = nextPhoto.visualNormalization;
         }
         await updateDoc(itemRef, updatePayload);
-        Alert.alert("Saved ✅", "Item updated.");
-        router.back();
+        lastFinalizedSubmissionKeyRef.current = submissionKey;
+        Toast.success("Item updated");
+        resetDraftState();
+        photo.actions.resetPhotoState?.();
+        extraction.actions.resetExtractionState?.();
+        finalizedAndExiting = true;
+        router.replace(itemDetailRoute(itemRef.id));
         return;
       }
 
@@ -538,9 +661,9 @@ export function useItemDraft({
         extraction.actions.stopDraftSubscription?.();
         finalizedAndExiting = true;
         if (__DEV__) {
-          console.log("[AddItemSave] navigate:replace-closet");
+          console.log("[AddItemSave] navigate:replace-item-detail");
         }
-        router.replace("/(tabs)/closet");
+        router.replace(itemDetailRoute(itemRef.id));
         return;
       }
 
@@ -598,9 +721,9 @@ export function useItemDraft({
       extraction.actions.stopDraftSubscription?.();
       finalizedAndExiting = true;
       if (__DEV__) {
-        console.log("[AddItemSave] navigate:replace-closet");
+        console.log("[AddItemSave] navigate:replace-item-detail");
       }
-      router.replace("/(tabs)/closet");
+      router.replace(itemDetailRoute(itemRef.id));
     } catch (e: any) {
       Alert.alert(
         "Error",
@@ -636,12 +759,13 @@ export function useItemDraft({
     displayColor,
     displayColors,
     occasionTags,
+    buildPricePayload,
     parsePriceToNumber,
     parsePurchaseDate,
     pattern,
     photoRef,
     priceAmount,
-    priceCurrency,
+    sourceUrl,
     purchaseDate,
     rise,
     seasonTags,
@@ -654,76 +778,58 @@ export function useItemDraft({
   ]);
 
   useEffect(() => {
+    let cancelled = false;
     void (async () => {
       try {
-        if (!isEdit) return;
+        lastFinalizedSubmissionKeyRef.current = "";
+        resetDraftState();
+        photoRef.current?.actions?.resetPhotoState?.();
+        extractionRef.current?.actions?.resetExtractionState?.();
+        if (mode === "create") return;
         if (!uid) {
           router.replace("/(auth)/login");
           return;
         }
+        const itemIdToLoad = mode === "edit" ? editItemId : duplicateItemId;
+        if (!itemIdToLoad) return;
         setLoading(true);
-        const ref = doc(db, "users", uid, "items", String(editItemId));
+        const ref = doc(db, "users", uid, "items", String(itemIdToLoad));
         const snap = await getDoc(ref);
+        if (cancelled) return;
         if (!snap.exists()) {
           Alert.alert("Not found", "This item no longer exists.");
-          router.back();
+          safeGoBack("/(tabs)/closet");
           return;
         }
         const data = snap.data() as any;
-        setBrand(data.brand ?? "");
-        setName(data.name ?? "");
-        const loadedCategory = normalizeCategoryForStorage(data.category);
-        setCategory(loadedCategory);
-        setPattern(norm(data.pattern) || null);
-        setMaterial(norm(data.material) || null);
-        setSubCategory(
-          isValidCategorySubCategory(loadedCategory, data.subCategory)
-            ? data.subCategory
-            : ""
-        );
-        const loadedColors: string[] =
-          Array.isArray(data.colors) && data.colors.length
-            ? data.colors.map(normColor).filter(Boolean)
-            : data.primaryColor
-              ? [normColor(data.primaryColor)]
-              : [];
-        setSelectedColors(loadedColors);
-        setDisplayColor(norm(data.displayColor) || "");
-        setDisplayColors(
-          Array.isArray(data.displayColors)
-            ? data.displayColors.map((value: unknown) => norm(String(value ?? "")) || "").filter(Boolean)
-            : []
-        );
-        setAddingCustomColor(false);
-        setSize(data.size ?? "");
-        setNotes(data.notes ?? "");
-        setPriceAmount(
-          data.priceAmount != null
-            ? String(data.priceAmount)
-            : data.price != null
-              ? String(data.price)
-              : ""
-        );
-        setPriceCurrency(data.priceCurrency ?? "USD");
-        setPurchaseDate(data.purchaseDate ?? "");
-        setOccasionTags(Array.isArray(data.occasionTags) ? data.occasionTags : []);
-        setSeasonTags(Array.isArray(data.seasonTags) ? data.seasonTags : []);
-        setFit(norm(data.fit) || null);
-        setRise(norm(data.rise) || null);
-        setLegShape(norm(data.legShape) || null);
-        setWarmthPreference(
-          typeof data.warmthPreference === "number" ? data.warmthPreference : null
-        );
-        setDuplicateBanner(false);
-        photoRef.current?.actions?.hydrateFromItem?.(data);
-        extractionRef.current?.actions?.resetForLoadedEditItem?.();
+        applyItemDataToDraft(data, { markAsDuplicate: mode === "duplicate" });
+        if (mode === "edit" || mode === "duplicate") {
+          photoRef.current?.actions?.hydrateFromItem?.({ id: itemIdToLoad, ...data });
+        }
+        if (mode === "edit") {
+          extractionRef.current?.actions?.resetForLoadedEditItem?.();
+        }
       } catch (e: any) {
+        if (cancelled) return;
         Alert.alert("Error", e?.message ?? "Failed to load item");
       } finally {
-        setLoading(false);
+        if (!cancelled) setLoading(false);
       }
     })();
-  }, [editItemId, extractionRef, isEdit, photoRef, uid]);
+    return () => {
+      cancelled = true;
+    };
+  }, [
+    applyItemDataToDraft,
+    duplicateItemId,
+    editItemId,
+    extractionRef,
+    formSessionKey,
+    mode,
+    photoRef,
+    resetDraftState,
+    uid,
+  ]);
 
   useEffect(() => {
     if (
@@ -750,6 +856,9 @@ export function useItemDraft({
     notes,
     priceAmount,
     priceCurrency,
+    priceSource,
+    priceDisplay,
+    sourceUrl,
     showCurrencyPicker,
     showAttributeSheet,
     purchaseDate,
@@ -786,6 +895,9 @@ export function useItemDraft({
     setNotes,
     setPriceAmount,
     setPriceCurrency,
+    setPriceSource,
+    setPriceDisplay,
+    setSourceUrl,
     setShowCurrencyPicker,
     setShowAttributeSheet,
     setPurchaseDate,
diff --git a/src/addItem/hooks/useItemExtraction.ts b/src/addItem/hooks/useItemExtraction.ts
index 203fb12..cdbdf15 100644
--- a/src/addItem/hooks/useItemExtraction.ts
+++ b/src/addItem/hooks/useItemExtraction.ts
@@ -21,10 +21,13 @@ import {
   AUTOFILL_DEBOUNCE_MS,
   AUTOFILL_TIMEOUT_MS,
   AutofillSource,
+  buildUsefulItemName,
   hasTwoLegRegionCue,
+  isWeakItemName,
   nearestColorLabel,
   norm,
   normColor,
+  normalizeDisplayColorToDefault,
   normalizeColorList,
   normalizeIngestionStatus,
   parseHexRgb,
@@ -109,6 +112,7 @@ export function useItemExtraction({
   const [aiFit, setAiFit] = useState<string | null>(null);
   const [aiOccasionTags, setAiOccasionTags] = useState<string[]>([]);
   const [aiSeasonTags, setAiSeasonTags] = useState<string[]>([]);
+  const [aiColorNeedsReview, setAiColorNeedsReview] = useState(false);
 
   const aiRunIdRef = useRef(0);
   const lastAutofillStartedHashRef = useRef<string | null>(null);
@@ -257,6 +261,7 @@ export function useItemExtraction({
     setIngestionStatus(null);
     setAiPattern(null);
     setAiMaterial(null);
+    setAiColorNeedsReview(false);
     photo.refs.syncedPreviewUriRef.current = null;
   }, [createSessionRef, draftItemId, draftPhotoHash, photo.refs, stopDraftSubscription]);
 
@@ -335,6 +340,11 @@ export function useItemExtraction({
       fit: norm(data?.fit),
       occasionTags: Array.isArray(data?.occasionTags) ? data.occasionTags : [],
       seasonTags: Array.isArray(data?.seasonTags) ? data.seasonTags : [],
+      estimatedValue: data?.estimatedValue ?? null,
+      purchasePrice: data?.purchasePrice ?? null,
+      retailPrice: data?.retailPrice ?? null,
+      currency: data?.currency ?? data?.priceCurrency ?? null,
+      priceSource: data?.priceSource ?? null,
       primaryUrl: norm(data?.photos?.primaryUrl ?? data?.photoUrl),
       cleanedPhotoUrl: norm(data?.photos?.cleanedUrl ?? data?.photos?.cleanedPhotoUrl),
     });
@@ -414,6 +424,31 @@ export function useItemExtraction({
     setAiFit(norm(data?.fit) || null);
     setAiOccasionTags(Array.isArray(data?.occasionTags) ? data.occasionTags : []);
     setAiSeasonTags(Array.isArray(data?.seasonTags) ? data.seasonTags : []);
+    setAiColorNeedsReview(Boolean(data?.colorNeedsReview));
+    const incomingPrice =
+      typeof data?.estimatedValue === "number"
+        ? data.estimatedValue
+        : typeof data?.purchasePrice === "number"
+          ? data.purchasePrice
+          : typeof data?.retailPrice === "number"
+            ? data.retailPrice
+            : typeof data?.priceAmount === "number"
+              ? data.priceAmount
+              : typeof data?.price === "number"
+                ? data.price
+                : null;
+    if (!draft.refs.userEditedKeysRef.current.has("price") && incomingPrice != null) {
+      draft.actions.setPriceAmount(String(incomingPrice));
+      draft.actions.setPriceCurrency(norm(data?.currency ?? data?.priceCurrency) || "USD");
+      draft.actions.setPriceSource(
+        data?.priceSource === "product_link" ||
+          data?.priceSource === "manual" ||
+          data?.priceSource === "estimated"
+          ? data.priceSource
+          : "product_link"
+      );
+      draft.actions.setPriceDisplay(norm(data?.priceDisplay) || "");
+    }
 
     const serverPrimaryUrl = data?.photos?.primaryUrl ?? data?.photoUrl ?? null;
     const serverCleanedPhotoUrl =
@@ -480,9 +515,21 @@ export function useItemExtraction({
         : warmNeutralDominant && (rawPrimary === "Orange" || rawPrimary === "Grey")
         ? ""
         : rawPrimary;
+    const displayColorFallback = normalizeDisplayColorToDefault(
+      [
+        data?.displayColor,
+        ...(Array.isArray(data?.displayColors) ? data.displayColors : []),
+        data?.colorLabel,
+      ]
+        .filter(Boolean)
+        .join(" ")
+    );
     const finalColors = [
       ...filteredRawColors,
       ...(filteredRawPrimary ? [filteredRawPrimary] : []),
+      ...(filteredRawColors.length === 0 && !filteredRawPrimary && displayColorFallback
+        ? [displayColorFallback]
+        : []),
       ...(filteredRawColors.length === 0 && !filteredRawPrimary && dominantColorLabel
         ? [dominantColorLabel]
         : []),
@@ -721,10 +768,18 @@ export function useItemExtraction({
         ? norm(String(data.displayColors[0] ?? ""))
         : "") ||
       "";
+    const generatedSummaryName = buildUsefulItemName({
+      displayColor: displayColorForName,
+      colors: finalColors,
+      material: incomingMaterial,
+      fit: norm(data?.fit),
+      subCategory: resolvedSubCategory,
+      category: summaryCategory,
+    });
     const summaryName =
-      colorNeedsReview
-        ? ""
-        : rawSummaryName ||
+      !isWeakItemName(rawSummaryName)
+        ? rawSummaryName
+        : generatedSummaryName ||
           [displayColorForName, summaryCategory]
             .filter(Boolean)
             .map((part) => humanizeAutofillLabel(part))
@@ -1099,6 +1154,7 @@ export function useItemExtraction({
     setAiFit(null);
     setAiOccasionTags([]);
     setAiSeasonTags([]);
+    setAiColorNeedsReview(false);
     setAiDebugInputUri("");
     setAiDebugInputSource("");
     setAiDebugAspectRatio(null);
@@ -1151,6 +1207,7 @@ export function useItemExtraction({
     setAiFit(null);
     setAiOccasionTags([]);
     setAiSeasonTags([]);
+    setAiColorNeedsReview(false);
     aiRunIdRef.current += 1;
     aiLockedValuesRef.current = { runId: aiRunIdRef.current };
     lastAutofillStartedHashRef.current = null;
@@ -1194,6 +1251,7 @@ export function useItemExtraction({
     setAiFit(null);
     setAiOccasionTags([]);
     setAiSeasonTags([]);
+    setAiColorNeedsReview(false);
   }, []);
 
   const autofillTriggerUri = useMemo(
@@ -1460,6 +1518,7 @@ export function useItemExtraction({
     aiFit,
     aiOccasionTags,
     aiSeasonTags,
+    aiColorNeedsReview,
   };
 
   const refs = {
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index 18ff926..0cfc9cd 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -25,6 +25,13 @@ import { db } from "../../lib/firebase";
 import { uploadItemPhoto } from "../../lib/uploadImage";
 import { analyzeCutoutVisualNormalization, type VisualNormalization } from "../../lib/visualNormalization";
 
+type FileSystemCompat = typeof FileSystem & {
+  cacheDirectory?: string | null;
+  documentDirectory?: string | null;
+};
+
+const fileSystem = FileSystem as FileSystemCompat;
+
 type UploadedPhotoRecord = {
   imageId: string;
   itemId: string;
@@ -86,6 +93,8 @@ const CUTOUT_ERROR_MESSAGE =
   "We couldn't remove the background. Please try again.";
 const PHOTO_PROCESSING_ERROR_MESSAGE =
   "We couldn't prepare this photo. Please try again.";
+const REMOTE_CUTOUT_PREP_MESSAGE = "Download this image to refine the cutout.";
+const REMOTE_CUTOUT_FAILED_MESSAGE = "Couldn’t prepare this image. Try changing the photo.";
 
 function makeSelectedPhotoId() {
   return randomId();
@@ -116,6 +125,12 @@ function userFacingPhotoProcessingError(error: unknown) {
   const rawMessage = error instanceof Error ? error.message : String(error ?? "");
   const message = rawMessage.trim();
   const lower = message.toLowerCase();
+  if (lower.includes("remote images cannot") || lower.includes("download this image")) {
+    return REMOTE_CUTOUT_PREP_MESSAGE;
+  }
+  if (lower.includes("couldn’t prepare this image") || lower.includes("couldn't prepare this image")) {
+    return REMOTE_CUTOUT_FAILED_MESSAGE;
+  }
   if (
     lower.includes("renderasync") ||
     lower.includes("not readable") ||
@@ -127,6 +142,10 @@ function userFacingPhotoProcessingError(error: unknown) {
   return message || PHOTO_PROCESSING_ERROR_MESSAGE;
 }
 
+function isRemoteImageUri(uri?: string | null) {
+  return /^https?:\/\//i.test(String(uri ?? "").trim());
+}
+
 export function usePhotoStep({
   uid,
   isEdit,
@@ -380,6 +399,31 @@ export function usePhotoStep({
     []
   );
 
+  const prepareImageUriForCutout = useCallback(async (uri: string) => {
+    if (!isRemoteImageUri(uri)) return uri;
+    const baseDirectory = fileSystem.cacheDirectory ?? fileSystem.documentDirectory;
+    if (!baseDirectory || typeof FileSystem.downloadAsync !== "function") {
+      throw new Error(REMOTE_CUTOUT_FAILED_MESSAGE);
+    }
+    try {
+      const destination = `${baseDirectory}aura-cutout-${randomId()}.jpg`;
+      const result = await FileSystem.downloadAsync(uri, destination);
+      if (!result?.uri) throw new Error(REMOTE_CUTOUT_FAILED_MESSAGE);
+      setSelectedPhotos((prev) =>
+        prev.map((entry) =>
+          entry.localUri === uri || entry.originalUri === uri
+            ? { ...entry, localUri: result.uri }
+            : entry
+        )
+      );
+      setOriginalPickedPhotoUri(result.uri);
+      setPendingPhotoUri(result.uri);
+      return result.uri;
+    } catch {
+      throw new Error(REMOTE_CUTOUT_FAILED_MESSAGE);
+    }
+  }, []);
+
   const buildNormalizedPreviewCutout = useCallback(
     async (params: {
       cutoutUri: string;
@@ -474,8 +518,9 @@ export function usePhotoStep({
     setRefiningCutout(true);
     setBgRemovalError(null);
     try {
+      const localCutoutInputUri = await prepareImageUriForCutout(originalPickedPhotoUri);
       const cutout = await runBackgroundRemoval({
-        inputUri: originalPickedPhotoUri,
+        inputUri: localCutoutInputUri,
         width: pendingPhotoWidth,
         height: null,
         options,
@@ -516,11 +561,11 @@ export function usePhotoStep({
         setBgRemovalError(CUTOUT_ERROR_MESSAGE);
       }
       lastCompletedRefineKeyRef.current = getRefineRequestKey(
-        originalPickedPhotoUri,
+        localCutoutInputUri,
         refineValue
       );
-    } catch {
-      setBgRemovalError(CUTOUT_ERROR_MESSAGE);
+    } catch (error) {
+      setBgRemovalError(userFacingPhotoProcessingError(error));
     } finally {
       if (requestId === latestRefineRequestIdRef.current) {
         setRefiningCutout(false);
@@ -532,6 +577,7 @@ export function usePhotoStep({
     commitPendingCutoutState,
     originalPickedPhotoUri,
     pendingPhotoWidth,
+    prepareImageUriForCutout,
     refineValue,
     analyzeCurrentVisualNormalization,
     runBackgroundRemoval,
@@ -565,8 +611,9 @@ export function usePhotoStep({
           setRefiningCutout(true);
           extractionRef.current?.actions?.setAutofillRunningState?.();
           setBgRemovalError(null);
+          const localCutoutInputUri = await prepareImageUriForCutout(originalPickedPhotoUri);
           const cutout = await runBackgroundRemoval({
-            inputUri: originalPickedPhotoUri,
+            inputUri: localCutoutInputUri,
             width: pendingPhotoWidth,
             height: null,
             options: { threshold, cleanupRadius, feather, edgeTighten, edgePolish, maskToAlpha },
@@ -608,9 +655,9 @@ export function usePhotoStep({
           if (!usableCutout) {
             setBgRemovalError(CUTOUT_ERROR_MESSAGE);
           }
-        } catch {
+        } catch (error) {
           if (requestId === latestRefineRequestIdRef.current) {
-            setBgRemovalError(CUTOUT_ERROR_MESSAGE);
+            setBgRemovalError(userFacingPhotoProcessingError(error));
           }
         } finally {
           if (requestId === latestRefineRequestIdRef.current) {
@@ -640,6 +687,7 @@ export function usePhotoStep({
       extractionRef,
       originalPickedPhotoUri,
       pendingPhotoWidth,
+      prepareImageUriForCutout,
       analyzeCurrentVisualNormalization,
       runBackgroundRemoval,
     ]
@@ -1092,13 +1140,12 @@ export function usePhotoStep({
     }
 
     const primaryId = primaryPhotoId ?? activeEntries[0]?.id ?? null;
-    const reusableUpload =
-      activeEntries.every(
-        (entry) =>
-          entry.uploaded &&
-          entry.uploaded.itemId === itemId &&
-          entry.uploaded.photoHash === entry.photoHash
-      );
+    const canReuseUploadedEntry = (entry: SelectedPhotoEntry) =>
+      !!entry.uploaded &&
+      (entry.uploaded.itemId === itemId || isRemoteImageUri(entry.localUri)) &&
+      entry.uploaded.photoHash === entry.photoHash;
+
+    const reusableUpload = activeEntries.every(canReuseUploadedEntry);
 
     let uploadedEntries = activeEntries;
     if (!reusableUpload) {
@@ -1106,11 +1153,7 @@ export function usePhotoStep({
       try {
         uploadedEntries = await Promise.all(
           activeEntries.map(async (entry, index) => {
-            if (
-              entry.uploaded &&
-              entry.uploaded.itemId === itemId &&
-              entry.uploaded.photoHash === entry.photoHash
-            ) {
+            if (canReuseUploadedEntry(entry)) {
               return entry;
             }
             const uploadedUrl = await uploadWithTimeout(
@@ -1148,10 +1191,9 @@ export function usePhotoStep({
         setSelectedPhotos(uploadedEntries);
         setUploadError(null);
       } catch (error) {
-        const message =
-          error instanceof Error ? error.message : "Photo upload failed. Please retry.";
+        const message = userFacingPhotoProcessingError(error);
         setUploadError(message);
-        throw error;
+        throw new Error(message);
       } finally {
         endUploadAttempt(attemptId, "resolve-photo-fields");
       }
diff --git a/src/addItem/sections/AdvancedSections.tsx b/src/addItem/sections/AdvancedSections.tsx
index 526a4e3..6569ace 100644
--- a/src/addItem/sections/AdvancedSections.tsx
+++ b/src/addItem/sections/AdvancedSections.tsx
@@ -79,7 +79,14 @@ export const SizeHeaderRow = React.memo(function SizeHeaderRow({ controller }: {
 
 export const SizeContentRow = React.memo(function SizeContentRow({ controller }: { controller: any }) {
   const { state, derived, actions } = controller;
+  const { colors } = useAppTheme();
   logAdvancedRender({ row: "size-content", size: !!state.size, price: !!state.priceAmount });
+  const priceNote =
+    state.priceSource === "product_link"
+      ? "From product link"
+      : state.priceAmount
+        ? "Manual"
+        : "";
   return (
     <SectionCard>
       <View style={{ gap: 12 }}>
@@ -108,11 +115,25 @@ export const SizeContentRow = React.memo(function SizeContentRow({ controller }:
             placeholder="e.g., M, 32 / 30, EU 42"
           />
         </Field>
-        <Field label="Price">
+        <Field
+          label="Price"
+          right={
+            priceNote ? (
+              <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
+                {priceNote}
+              </Text>
+            ) : null
+          }
+        >
           <View style={{ flexDirection: "row", gap: 8 }}>
             <MemoTextInputField
               value={state.priceAmount}
-              onCommit={actions.setPriceAmount}
+              onCommit={(value) => {
+                actions.markUserEdited("price");
+                actions.setPriceAmount(value);
+                actions.setPriceSource(value.trim() ? "manual" : null);
+                actions.setPriceDisplay("");
+              }}
               placeholder="e.g., 220"
               keyboardType="numeric"
               containerStyle={{ flex: 1 }}
@@ -130,6 +151,16 @@ export const SizeContentRow = React.memo(function SizeContentRow({ controller }:
             />
           </ChipRow>
         </Field>
+        <Field label="Product URL">
+          <MemoTextInputField
+            value={state.sourceUrl}
+            onCommit={(value) => {
+              actions.markUserEdited("sourceUrl");
+              actions.setSourceUrl(value);
+            }}
+            placeholder="https://..."
+          />
+        </Field>
       </View>
     </SectionCard>
   );
diff --git a/src/addItem/sections/DetailsStep.tsx b/src/addItem/sections/DetailsStep.tsx
index 3d53622..6a9f923 100644
--- a/src/addItem/sections/DetailsStep.tsx
+++ b/src/addItem/sections/DetailsStep.tsx
@@ -1,176 +1,17 @@
 import React from "react";
-import { Text, View } from "react-native";
-import { Category, isValidCategorySubCategory } from "../../shared/wardrobeTaxonomy";
+
+import { AddItemDetailsPanel } from "../components/AddItemDetailsPanel";
 import { makeDevThrottleLogger } from "../devPerf";
-import { ChipRow } from "../ui/ChipRow";
-import { Field } from "../ui/Field";
-import { MemoTextInputField } from "../ui/MemoTextInputField";
-import { Pill } from "../ui/Pill";
-import { RequiredBadge } from "../ui/RequiredBadge";
-import { SectionCard } from "../ui/SectionCard";
-import { SectionTitle } from "../ui/SectionTitle";
-import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const DetailsStep = React.memo(function DetailsStep({ controller }: { controller: any }) {
-  const { state, derived, actions } = controller;
-  const { colors } = useAppTheme();
+  const { state } = controller;
   const logRender = React.useMemo(() => makeDevThrottleLogger("DetailsStep"), []);
+
   logRender({
     aiStatus: state.aiStatus,
     category: state.category,
     colors: state.selectedColors.length,
   });
-  const statusPillStyles =
-    derived.aiStatusPill.tone === "error"
-      ? { borderColor: "rgba(255,77,79,0.32)", backgroundColor: "rgba(255,77,79,0.09)", color: colors.danger }
-      : derived.aiStatusPill.tone === "ready"
-        ? { borderColor: "rgba(34,197,94,0.26)", backgroundColor: "rgba(34,197,94,0.09)", color: colors.success }
-        : derived.aiStatusPill.tone === "running"
-          ? { borderColor: colors.purpleBorder, backgroundColor: colors.purpleSurface, color: colors.lightPurple }
-          : { borderColor: colors.border, backgroundColor: colors.chipBackground, color: colors.textSecondary };
-
-  return (
-    <SectionCard>
-      <SectionTitle title="Details" />
-      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 10 }}>
-        <View
-          style={{
-            borderWidth: 1,
-            borderRadius: 999,
-            paddingVertical: 6,
-            paddingHorizontal: 10,
-            borderColor: statusPillStyles.borderColor,
-            backgroundColor: statusPillStyles.backgroundColor,
-          }}
-        >
-          <Text style={{ fontSize: 12, fontWeight: "700", color: statusPillStyles.color }}>
-            {derived.aiStatusPill.label}
-          </Text>
-        </View>
-        {derived.canApplyAiSuggestions ? (
-          <Pill label="Apply" active={false} onPress={actions.applyAiSuggestions} />
-        ) : null}
-      </View>
-      {derived.aiStatusRows.length ? (
-        <View style={controller.styles.inlineInfo}>
-          {derived.aiStatusRows.map((line: string, index: number) => (
-            <Text key={`${line}-${index}`} style={{ color: colors.textSecondary }}>
-              {line}
-            </Text>
-          ))}
-        </View>
-      ) : null}
-      {derived.aiSuggestions.length ? (
-        <View style={{ gap: 8 }}>
-          <Text style={{ fontSize: 13, color: colors.textSecondary, fontWeight: "800" }}>Suggested</Text>
-          <ChipRow>
-            {derived.aiSuggestions.map((suggestion: any) => (
-              <Pill key={suggestion.key} label={suggestion.label} active={false} onPress={suggestion.onPress} />
-            ))}
-          </ChipRow>
-        </View>
-      ) : null}
-
-      <View style={{ gap: 8 }}>
-        <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-          <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>Category</Text>
-          <RequiredBadge />
-        </View>
-        <ChipRow>
-          <Pill
-            label="Auto (AI)"
-            active={!state.category}
-            onPress={() => {
-              actions.clearUserEdited("category", "subCategory");
-              actions.setCategory(null);
-              actions.setSubCategory("");
-            }}
-          />
-          {derived.CATEGORIES.map((cat: string) => (
-            <Pill
-              key={cat}
-              label={cat}
-              active={state.category === cat}
-              onPress={() => {
-                actions.markUserEdited("category", "subCategory");
-                actions.setCategory(cat as Category);
-                actions.setSubCategory("");
-              }}
-            />
-          ))}
-        </ChipRow>
-      </View>
-
-      <View style={{ gap: 8 }}>
-        <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>Sub-category (optional)</Text>
-        <ChipRow>
-          <Pill
-            label="Auto (AI)"
-            active={!state.subCategory}
-            onPress={() => {
-              actions.clearUserEdited("subCategory");
-              actions.setSubCategory("");
-            }}
-          />
-          {derived.SUB_CATEGORIES[derived.selectedCategory].map((sub: string) => (
-            <Pill
-              key={sub}
-              label={sub}
-              active={state.subCategory === sub}
-              onPress={() => {
-                actions.markUserEdited("subCategory");
-                if (isValidCategorySubCategory(derived.selectedCategory, sub)) {
-                  actions.setSubCategory(sub);
-                }
-              }}
-            />
-          ))}
-        </ChipRow>
-      </View>
-
-      <Field label="Colors">
-        <ChipRow>
-          <Pill
-            label="Auto (AI)"
-            active={state.selectedColors.length === 0}
-            onPress={() => {
-              actions.clearUserEdited("colors");
-              actions.setSelectedColors([]);
-              actions.setAddingCustomColor(false);
-            }}
-          />
-          {derived.colorOptions.map((c: string) => (
-            <Pill
-              key={c}
-              label={c}
-              active={state.selectedColors.includes(c)}
-              onPress={() => {
-                actions.markUserEdited("colors");
-                actions.toggleColor(c);
-              }}
-            />
-          ))}
-        </ChipRow>
-        <Text style={{ color: colors.textSecondary, fontSize: 13 }}>
-          Selected: {state.selectedColors.length ? state.selectedColors.join(" / ") : "Auto (AI)"}
-        </Text>
-      </Field>
 
-      <Field label="Display Color">
-        <MemoTextInputField
-          value={state.displayColor}
-          onCommit={(value) => {
-            actions.markUserEdited("displayColor");
-            actions.setDisplayColor(value);
-          }}
-          placeholder="e.g., light blue"
-        />
-        {state.displayColors.length ? (
-          <Text style={{ color: colors.textSecondary, fontSize: 13 }}>
-            Visible colors: {state.displayColors.join(" / ")}
-          </Text>
-        ) : null}
-      </Field>
-    </SectionCard>
-  );
+  return <AddItemDetailsPanel controller={controller} />;
 });
diff --git a/src/addItem/sections/PhotoStep.tsx b/src/addItem/sections/PhotoStep.tsx
index ba6f29f..748b502 100644
--- a/src/addItem/sections/PhotoStep.tsx
+++ b/src/addItem/sections/PhotoStep.tsx
@@ -1,272 +1,17 @@
 import React from "react";
-import { Alert, Image, Pressable, ScrollView, Text, View } from "react-native";
-import { PhotoEditorSection } from "../../components/PhotoEditorSection";
+
+import { AddItemPhotoPanel } from "../components/AddItemPhotoPanel";
 import { makeDevThrottleLogger } from "../devPerf";
-import { SectionCard } from "../ui/SectionCard";
-import { SectionTitle } from "../ui/SectionTitle";
-import { RequiredBadge } from "../ui/RequiredBadge";
-import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const PhotoStep = React.memo(function PhotoStep({ controller }: { controller: any }) {
-  const { state, derived, actions } = controller;
-  const { colors } = useAppTheme();
+  const { state, derived } = controller;
   const logRender = React.useMemo(() => makeDevThrottleLogger("PhotoStep"), []);
-  const displayAutofillSummary = derived.previewPhotoUri ? state.lastAutofillSummary : "";
+
   logRender({
     uploading: state.uploadingPhoto,
     aiStatus: state.aiStatus,
     hasPreview: !!derived.previewPhotoUri,
   });
 
-  return (
-    <SectionCard>
-      <View>
-      <SectionTitle
-        title="Photo"
-        right={<RequiredBadge />}
-        subtitle="Start with a clean photo. AI autofill runs in the background while you keep going."
-      />
-      {state.uploadingPhoto ? <Text style={{ color: colors.textSecondary }}>Uploading photo...</Text> : null}
-      {!state.isEdit && (state.autofillStatus || displayAutofillSummary || state.autofillError) ? (
-        <View style={controller.styles.inlineInfo}>
-          <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }}>
-            {state.autofillStatus || "AI idle"}
-          </Text>
-          {state.aiStatus === "running" ? (
-            <Text style={{ color: colors.textSecondary }}>
-              {state.aiStage ? `${state.aiStage}…` : "Running…"}
-            </Text>
-          ) : null}
-          {displayAutofillSummary ? (
-            <Text style={{ color: colors.textSecondary }}>{displayAutofillSummary}</Text>
-          ) : null}
-          {state.autofillError ? (
-            <Text style={{ color: colors.danger, fontWeight: "800" }}>{state.autofillError}</Text>
-          ) : null}
-          {state.aiStatus === "error" ? (
-            <Pressable
-              onPress={actions.retryAutofill}
-              style={[controller.styles.btnSecondary, { alignSelf: "flex-start" }]}
-            >
-              <Text style={controller.styles.btnSecondaryText}>Retry AI autofill</Text>
-            </Pressable>
-          ) : null}
-        </View>
-      ) : null}
-      {state.uploadError ? (
-        <View style={{ gap: 8 }}>
-          <Text style={{ color: colors.danger, fontWeight: "800" }}>{state.uploadError}</Text>
-          <View style={{ flexDirection: "row", gap: 8 }}>
-            <Pressable
-              onPress={() => void actions.retryPhotoUpload()}
-              style={[controller.styles.btnSecondary, { borderColor: colors.danger }]}
-            >
-              <Text style={[controller.styles.btnSecondaryText, { color: colors.danger }]}>
-                Retry upload
-              </Text>
-            </Pressable>
-          </View>
-        </View>
-      ) : null}
-      {state.bgRemovalError ? (
-        <View style={{ gap: 8 }}>
-          <Text style={{ color: colors.danger, fontWeight: "800" }}>{state.bgRemovalError}</Text>
-          <View style={{ flexDirection: "row", gap: 8 }}>
-            <Pressable
-              onPress={() => void actions.retryBackgroundRemoval()}
-              style={[controller.styles.btnSecondary, { borderColor: colors.danger }]}
-            >
-              <Text style={[controller.styles.btnSecondaryText, { color: colors.danger }]}>
-                Retry cutout
-              </Text>
-            </Pressable>
-          </View>
-        </View>
-      ) : null}
-      <PhotoEditorSection
-        previewUri={derived.previewPhotoUri}
-        normalizedPreviewUri={derived.normalizedPreviewUri}
-        cleanedPreviewUri={derived.cleanedPreviewUri}
-        fallbackPreviewUri={derived.fallbackPreviewUri}
-        hasCutoutPreview={derived.hasCutoutPreview}
-        maskDebugUri={derived.maskDebugUri}
-        refineValue={state.refineValue}
-        edgePolish={state.edgePolish}
-        debugThreshold={state.debugThreshold}
-        debugCleanupRadius={state.debugCleanupRadius}
-        debugFeather={state.debugFeather}
-        debugEdgeTighten={state.debugEdgeTighten}
-        isProcessing={state.refiningCutout}
-        canRefine={derived.canRefineCutout}
-        isAiRunning={state.aiStatus === "running"}
-        statusText={
-          !state.isEdit
-            ? state.aiStatus === "running"
-              ? state.aiStage
-                ? `Analyzing photo: ${state.aiStage}…`
-                : state.autofillStatus || "Analyzing photo…"
-              : displayAutofillSummary || state.autofillStatus || null
-            : null
-        }
-        showPendingNote={
-          !!state.pendingPhotoUri &&
-          !state.uploadingPhoto &&
-          !state.uploadError &&
-          !state.draftItemId &&
-          !state.isEdit
-        }
-        onPickLibrary={() => void actions.pickPhoto("library")}
-        onUseCamera={() => void actions.pickPhoto("camera")}
-        onRemove={() => {
-          void actions.resetCreateFlow("remove-photo", { deleteActiveDraft: true });
-        }}
-        onRefineChange={actions.handleRefineValueChange}
-        onRefineComplete={actions.handleRefineValueComplete}
-        onResetRefine={actions.handleRefineReset}
-        onEdgePolishChange={actions.handleEdgePolishChange}
-        onDebugThresholdChange={actions.handleDebugRefineThresholdChange}
-        onDebugCleanupRadiusChange={actions.handleDebugRefineCleanupRadiusChange}
-        onDebugFeatherChange={actions.handleDebugRefineFeatherChange}
-        onDebugEdgeTightenChange={actions.handleDebugRefineEdgeTightenChange}
-        onReplace={() => void actions.pickPhoto("library")}
-        onRefineOpen={() => {}}
-        onAdjust={() => {}}
-        onRotate={() => Alert.alert("Coming soon", "Rotate is coming soon.")}
-      />
-      {state.selectedPhotos?.length ? (
-        <View style={{ gap: 10, marginTop: 10 }}>
-          <View
-            style={{
-              flexDirection: "row",
-              alignItems: "center",
-              justifyContent: "space-between",
-            }}
-          >
-            <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }}>
-              Item photos
-            </Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
-              Mark a primary image and reorder before save
-            </Text>
-          </View>
-          <ScrollView horizontal showsHorizontalScrollIndicator={false}>
-            <View style={{ flexDirection: "row", gap: 12 }}>
-              {state.selectedPhotos.map((entry: any, index: number) => {
-                const previewUri =
-                  entry.normalizedLocalUri ??
-                  entry.cleanedLocalUri ??
-                  entry.localUri ??
-                  null;
-                const isPrimary = state.primaryPhotoId === entry.id;
-                return (
-                  <View
-                    key={entry.id}
-                    style={{
-                      width: 118,
-                      gap: 8,
-                    }}
-                  >
-                    <Pressable
-                      onPress={() => actions.setPrimaryPhoto(entry.id)}
-                      style={{
-                        borderRadius: 16,
-                        borderWidth: 2,
-                        borderColor: isPrimary ? colors.ctaCream : colors.border,
-                        overflow: "hidden",
-                        backgroundColor: colors.outfitBoardBackground,
-                      }}
-                    >
-                      {previewUri ? (
-                        <Image
-                          source={{ uri: previewUri }}
-                          style={{ width: "100%", height: 132 }}
-                          resizeMode="contain"
-                        />
-                      ) : (
-                        <View style={{ width: "100%", height: 132, backgroundColor: colors.outfitBoardBackground }} />
-                      )}
-                    </Pressable>
-                    <View style={{ gap: 6 }}>
-                      <Pressable
-                        onPress={() => actions.setPrimaryPhoto(entry.id)}
-                        style={[
-                          controller.styles.btnSecondary,
-                          {
-                            paddingVertical: 8,
-                            backgroundColor: isPrimary ? colors.ctaCream : colors.chipBackground,
-                            borderColor: isPrimary ? colors.ctaCream : colors.border,
-                          },
-                        ]}
-                      >
-                        <Text
-                          style={[
-                            controller.styles.btnSecondaryText,
-                            { color: isPrimary ? colors.ctaText : colors.text, fontSize: 12 },
-                          ]}
-                        >
-                          {isPrimary ? "Primary" : "Make primary"}
-                        </Text>
-                      </Pressable>
-                      <View style={{ flexDirection: "row", gap: 6 }}>
-                        <Pressable
-                          onPress={() => actions.movePhotoLeft(entry.id)}
-                          disabled={index === 0}
-                          style={[controller.styles.btnSecondary, { flex: 1, opacity: index === 0 ? 0.4 : 1 }]}
-                        >
-                          <Text style={[controller.styles.btnSecondaryText, { fontSize: 12 }]}>Left</Text>
-                        </Pressable>
-                        <Pressable
-                          onPress={() => actions.movePhotoRight(entry.id)}
-                          disabled={index === state.selectedPhotos.length - 1}
-                          style={[
-                            controller.styles.btnSecondary,
-                            {
-                              flex: 1,
-                              opacity: index === state.selectedPhotos.length - 1 ? 0.4 : 1,
-                            },
-                          ]}
-                        >
-                          <Text style={[controller.styles.btnSecondaryText, { fontSize: 12 }]}>Right</Text>
-                        </Pressable>
-                      </View>
-                      <Pressable
-                        onPress={() => actions.removeSelectedPhoto(entry.id)}
-                        style={[controller.styles.btnSecondary, { borderColor: colors.danger }]}
-                      >
-                        <Text style={[controller.styles.btnSecondaryText, { color: colors.danger, fontSize: 12 }]}>
-                          Remove
-                        </Text>
-                      </Pressable>
-                    </View>
-                  </View>
-                );
-              })}
-            </View>
-          </ScrollView>
-          <View style={{ flexDirection: "row", gap: 8 }}>
-            <Pressable
-              onPress={() => void actions.pickPhoto("library")}
-              style={[controller.styles.btnSecondary, { flex: 1 }]}
-            >
-              <Text style={controller.styles.btnSecondaryText}>Add from library</Text>
-            </Pressable>
-            <Pressable
-              onPress={() => void actions.pickPhoto("camera")}
-              style={[controller.styles.btnSecondary, { flex: 1 }]}
-            >
-              <Text style={controller.styles.btnSecondaryText}>Add from camera</Text>
-            </Pressable>
-          </View>
-        </View>
-      ) : null}
-      {!state.isEdit && state.ingestionStatus === "done" && state.lastAutofillSummary ? (
-        <View style={controller.styles.inlineInfo}>
-          <Text style={{ fontSize: 13, color: colors.textSecondary }}>
-            Review AI details in the next step. You can edit anything manually.
-          </Text>
-        </View>
-      ) : null}
-      </View>
-    </SectionCard>
-  );
+  return <AddItemPhotoPanel controller={controller} />;
 });
diff --git a/src/addItem/steps/MoreDetailsStepScreen.tsx b/src/addItem/steps/MoreDetailsStepScreen.tsx
index bbb487b..0629d5d 100644
--- a/src/addItem/steps/MoreDetailsStepScreen.tsx
+++ b/src/addItem/steps/MoreDetailsStepScreen.tsx
@@ -1,53 +1,16 @@
 import React from "react";
 import { View } from "react-native";
 
-import {
-  AdvancedToggleRow,
-  FabricContentRow,
-  FabricHeaderRow,
-  FitContentRow,
-  FitHeaderRow,
-  NotesContentRow,
-  NotesHeaderRow,
-  OccasionContentRow,
-  OccasionHeaderRow,
-  SeasonContentRow,
-  SeasonHeaderRow,
-  SizeContentRow,
-  SizeHeaderRow,
-} from "../sections/AdvancedSections";
+import { AddItemOptionalSections } from "../components/AddItemOptionalSections";
 
 export const MoreDetailsStepScreen = React.memo(function MoreDetailsStepScreen({
   controller,
 }: {
   controller: any;
 }) {
-  const { state, derived } = controller;
-
   return (
     <View style={{ gap: 14 }}>
-      <AdvancedToggleRow controller={controller} />
-      {derived.showAdvanced ? (
-        <>
-          <FabricHeaderRow controller={controller} />
-          {state.fabricExpanded ? <FabricContentRow controller={controller} /> : null}
-
-          <SizeHeaderRow controller={controller} />
-          {state.sizeExpanded ? <SizeContentRow controller={controller} /> : null}
-
-          <OccasionHeaderRow controller={controller} />
-          {state.occasionExpanded ? <OccasionContentRow controller={controller} /> : null}
-
-          <SeasonHeaderRow controller={controller} />
-          {state.seasonExpanded ? <SeasonContentRow controller={controller} /> : null}
-
-          <FitHeaderRow controller={controller} />
-          {state.fitExpanded ? <FitContentRow controller={controller} /> : null}
-
-          <NotesHeaderRow controller={controller} />
-          {state.notesExpanded ? <NotesContentRow controller={controller} /> : null}
-        </>
-      ) : null}
+      <AddItemOptionalSections controller={controller} />
     </View>
   );
 });
diff --git a/src/addItem/steps/ReviewDetailsStepScreen.tsx b/src/addItem/steps/ReviewDetailsStepScreen.tsx
index 034959c..206ef5a 100644
--- a/src/addItem/steps/ReviewDetailsStepScreen.tsx
+++ b/src/addItem/steps/ReviewDetailsStepScreen.tsx
@@ -1,69 +1,16 @@
 import React from "react";
-import { Text, View } from "react-native";
+import { View } from "react-native";
 
-import { BasicsStep } from "../sections/BasicsStep";
 import { DetailsStep } from "../sections/DetailsStep";
-import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const ReviewDetailsStepScreen = React.memo(function ReviewDetailsStepScreen({
   controller,
 }: {
   controller: any;
 }) {
-  const { derived } = controller;
-  const { colors } = useAppTheme();
-  const aiCardTone =
-    controller.state.aiStatus === "error"
-      ? {
-          borderColor: "rgba(255,77,79,0.32)",
-          backgroundColor: "rgba(255,77,79,0.09)",
-          titleColor: colors.danger,
-        }
-      : controller.state.aiStatus === "running"
-        ? {
-            borderColor: colors.purpleBorder,
-            backgroundColor: colors.purpleSurface,
-            titleColor: colors.lightPurple,
-          }
-        : {
-            borderColor: colors.border,
-            backgroundColor: colors.chipBackground,
-            titleColor: colors.text,
-          };
-
   return (
     <View style={{ gap: 14 }}>
-      {!controller.state.isEdit ? (
-        <View
-          style={{
-            borderWidth: 1,
-            borderColor: aiCardTone.borderColor,
-            backgroundColor: aiCardTone.backgroundColor,
-            borderRadius: 16,
-            padding: 12,
-            gap: 4,
-          }}
-        >
-          <Text style={{ fontSize: 13, fontWeight: "900", color: aiCardTone.titleColor }}>
-            {controller.state.aiStatus === "running"
-              ? controller.state.aiStage
-                ? `Analyzing photo: ${controller.state.aiStage}…`
-                : "Analyzing photo…"
-              : controller.state.aiStatus === "error"
-                ? "AI couldn’t finish autofill"
-                : "Review AI details"}
-          </Text>
-          <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 19 }}>
-            {controller.state.aiStatus === "running"
-              ? "You can keep editing while the AI fills in category, color, and details."
-              : controller.state.autofillError
-                ? controller.state.autofillError
-                : controller.state.lastAutofillSummary || "Detected fields will appear here as they arrive."}
-          </Text>
-        </View>
-      ) : null}
-      {derived.showBasics ? <BasicsStep controller={controller} /> : null}
-      {derived.showDetails ? <DetailsStep controller={controller} /> : null}
+      <DetailsStep controller={controller} />
     </View>
   );
 });
diff --git a/src/addItem/styles.ts b/src/addItem/styles.ts
index 37b4d30..e5a82e3 100644
--- a/src/addItem/styles.ts
+++ b/src/addItem/styles.ts
@@ -1,55 +1,42 @@
 import { StyleSheet } from "react-native";
 import type { AppColors } from "@/constants/theme";
+import { auraButtonStyle, auraButtonTextStyle, auraSpacing } from "@/src/components/ui/auraStylePrimitives";
 
 export function createStyles(colors: AppColors) {
   return StyleSheet.create({
     screen: { flex: 1, backgroundColor: colors.background },
     container: { flex: 1, backgroundColor: colors.background },
-    listContent: { paddingHorizontal: 16, paddingTop: 4, paddingBottom: 180 },
-    headerRow: {
-      flexDirection: "row",
-      justifyContent: "space-between",
-      alignItems: "center",
-      marginBottom: 8,
-    },
+    listContent: { paddingHorizontal: auraSpacing.md, paddingTop: auraSpacing.sm, paddingBottom: 160 },
     footer: {
       borderTopWidth: 1,
       borderTopColor: colors.border,
-      backgroundColor: colors.surfaceGlass,
-      paddingHorizontal: 16,
-      paddingTop: 10,
-      gap: 8,
+      backgroundColor: "rgba(9,0,11,0.90)",
+      paddingHorizontal: auraSpacing.md,
+      paddingTop: auraSpacing.xs,
+      gap: auraSpacing.xs,
     },
     ctaStatus: { color: colors.textSecondary, fontSize: 13, lineHeight: 18 },
     btnPrimary: {
-      marginTop: 6,
-      paddingVertical: 14,
-      borderRadius: 16,
-      backgroundColor: colors.ctaCream,
-      alignItems: "center",
+      ...auraButtonStyle(colors, "primary"),
+      marginTop: 4,
       shadowColor: colors.ctaCream,
-      shadowOpacity: 0.18,
-      shadowRadius: 14,
-      shadowOffset: { width: 0, height: 8 },
-      elevation: 3,
+      shadowOpacity: 0.1,
+      shadowRadius: 10,
+      shadowOffset: { width: 0, height: 6 },
+      elevation: 2,
     },
     btnSecondary: {
-      paddingVertical: 10,
-      paddingHorizontal: 14,
-      borderRadius: 14,
-      borderWidth: 1,
-      borderColor: colors.border,
-      alignItems: "center",
-      backgroundColor: colors.chipBackground,
+      ...auraButtonStyle(colors, "secondary", false, "compact"),
+      minHeight: 44,
     },
-    btnSecondaryText: { fontWeight: "800", color: colors.text },
+    btnSecondaryText: { ...auraButtonTextStyle(colors, "secondary"), fontSize: 13, lineHeight: 17 },
     inlineInfo: {
-      gap: 6,
-      padding: 12,
+      gap: auraSpacing.xs,
+      padding: auraSpacing.sm,
       borderRadius: 16,
       borderWidth: 1,
       borderColor: colors.border,
-      backgroundColor: colors.chipBackground,
+      backgroundColor: colors.surfaceInteractive,
     },
   });
 }
diff --git a/src/addItem/ui/Field.tsx b/src/addItem/ui/Field.tsx
index f184d7c..ec61754 100644
--- a/src/addItem/ui/Field.tsx
+++ b/src/addItem/ui/Field.tsx
@@ -1,6 +1,7 @@
 import React from "react";
 import { Text, View } from "react-native";
 
+import { auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const Field = React.memo(function Field({
@@ -24,7 +25,7 @@ export const Field = React.memo(function Field({
           gap: 8,
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 15, lineHeight: 20, fontWeight: "800" }}>
+        <Text style={[auraTypography.body, { color: colors.text, fontWeight: "800" }]}>
           {label}
         </Text>
         {right}
diff --git a/src/addItem/ui/Pill.tsx b/src/addItem/ui/Pill.tsx
index b6ead46..3c23678 100644
--- a/src/addItem/ui/Pill.tsx
+++ b/src/addItem/ui/Pill.tsx
@@ -2,6 +2,7 @@ import React from "react";
 import { Text } from "react-native";
 
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { auraChipStyle, auraChipTextStyle } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const Pill = React.memo(function Pill({
@@ -23,23 +24,15 @@ export const Pill = React.memo(function Pill({
       pressedScale={0.96}
       pressedOpacity={0.88}
       style={{
-        minHeight: 38,
-        justifyContent: "center",
-        paddingVertical: 8,
+        ...auraChipStyle(colors, active ? "selected" : "unselected"),
         paddingHorizontal: 14,
-        borderRadius: 999,
-        borderWidth: 1,
-        borderColor: active ? colors.ctaCream : colors.border,
-        backgroundColor: active ? colors.ctaCream : colors.chipBackground,
       }}
     >
       <Text
-        style={{
-          color: active ? colors.ctaText : colors.text,
-          fontSize: 13,
-          lineHeight: 17,
-          fontWeight: "800",
-        }}
+        style={[
+          auraChipTextStyle(colors, active ? "selected" : "unselected"),
+          { fontSize: 13, lineHeight: 17 },
+        ]}
       >
         {label}
       </Text>
diff --git a/src/addItem/ui/SectionCard.tsx b/src/addItem/ui/SectionCard.tsx
index 37dbf0c..121cb41 100644
--- a/src/addItem/ui/SectionCard.tsx
+++ b/src/addItem/ui/SectionCard.tsx
@@ -1,6 +1,7 @@
 import React from "react";
 import { View } from "react-native";
 
+import { auraCardStyle } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -16,16 +17,14 @@ export const SectionCard = React.memo(function SectionCard({
     <View
       style={{
         gap: 12,
+        ...auraCardStyle(colors, "card"),
         padding: layout.cardPadding,
         borderRadius: layout.mediumRadius,
-        borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: "rgba(255,255,255,0.045)",
         shadowColor: colors.shadow,
-        shadowOpacity: 0.12,
-        shadowRadius: 18,
-        shadowOffset: { width: 0, height: 10 },
-        elevation: 2,
+        shadowOpacity: 0.06,
+        shadowRadius: 10,
+        shadowOffset: { width: 0, height: 6 },
+        elevation: 1,
       }}
     >
       {children}
diff --git a/src/addItem/ui/SectionTitle.tsx b/src/addItem/ui/SectionTitle.tsx
index d24f6fb..5267fef 100644
--- a/src/addItem/ui/SectionTitle.tsx
+++ b/src/addItem/ui/SectionTitle.tsx
@@ -1,6 +1,7 @@
 import React from "react";
 import { Text, View } from "react-native";
 
+import { auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
 export const SectionTitle = React.memo(function SectionTitle({
@@ -24,13 +25,13 @@ export const SectionTitle = React.memo(function SectionTitle({
           gap: 10,
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 18, lineHeight: 23, fontWeight: "900" }}>
+        <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
           {title}
         </Text>
         {right}
       </View>
       {subtitle ? (
-        <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
+        <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
           {subtitle}
         </Text>
       ) : null}
diff --git a/src/addItem/useAddItemController.ts b/src/addItem/useAddItemController.ts
index c7e61a5..37c4508 100644
--- a/src/addItem/useAddItemController.ts
+++ b/src/addItem/useAddItemController.ts
@@ -1,4 +1,3 @@
-import { doc, getDoc } from "firebase/firestore";
 import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 
 import { createStyles } from "./styles";
@@ -14,33 +13,42 @@ import {
   SEASON_OPTIONS,
   SIZE_OPTIONS,
   DEFAULT_COLORS,
+  type AddItemMode,
+  buildUsefulItemName,
   makeCreateSessionId,
   norm,
   normColor,
+  titleCaseLabel,
 } from "./controllerShared";
 import { useItemDraft } from "./hooks/useItemDraft";
 import { useItemExtraction } from "./hooks/useItemExtraction";
 import { usePhotoStep } from "./hooks/usePhotoStep";
 import { useAuth } from "../hooks/useAuth";
 import { useAppTheme } from "../hooks/useAppTheme";
-import { db } from "../lib/firebase";
 import { getDefaultSizeForSelection, loadUserProfilePreferences } from "../lib/userProfile";
+import { resolveUserCurrency } from "../lib/currency";
 import { getCachedProfilePreferences } from "../lib/localCache";
 import { SUB_CATEGORIES, type Category } from "../shared/wardrobeTaxonomy";
 import type { UserProfilePreferences } from "../types/UserProfilePreferences";
 
 export function useAddItemController({
+  mode,
   editItemId,
+  duplicateItemId,
   initialCategory,
+  formSessionKey,
 }: {
+  mode: AddItemMode;
   editItemId: string | null;
+  duplicateItemId?: string | null;
   initialCategory?: Category | null;
+  formSessionKey: string;
 }) {
   const { user } = useAuth();
   const { colors } = useAppTheme();
   const styles = useMemo(() => createStyles(colors), [colors]);
   const uid = user?.uid ?? null;
-  const isEdit = !!editItemId;
+  const isEdit = mode === "edit" && !!editItemId;
 
   const [createSessionId, setCreateSessionId] = useState(() => makeCreateSessionId());
   const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
@@ -70,6 +78,17 @@ export function useAddItemController({
     createSessionRef.current.sessionId = createSessionId;
   }
 
+  const previousFormSessionKeyRef = useRef(formSessionKey);
+  useEffect(() => {
+    if (previousFormSessionKeyRef.current === formSessionKey) return;
+    previousFormSessionKeyRef.current = formSessionKey;
+    createSessionRef.current.requestId += 1;
+    createSessionRef.current.draftId = null;
+    const nextSessionId = makeCreateSessionId();
+    createSessionRef.current.sessionId = nextSessionId;
+    setCreateSessionId(nextSessionId);
+  }, [formSessionKey]);
+
   const beginAsyncRequest = useCallback(() => {
     createSessionRef.current.requestId += 1;
     return {
@@ -109,9 +128,12 @@ export function useAddItemController({
 
   const draft = useItemDraft({
     uid,
+    mode,
     editItemId,
+    duplicateItemId: duplicateItemId ?? null,
     isEdit,
     initialCategory: initialCategory ?? null,
+    formSessionKey,
     photoRef,
     extractionRef,
     resetCreateFlowRef,
@@ -180,6 +202,25 @@ export function useAddItemController({
       profilePreferences,
     ],
   );
+  const profileCurrency = useMemo(
+    () => resolveUserCurrency(profilePreferences),
+    [profilePreferences],
+  );
+
+  useEffect(() => {
+    if (isEdit) return;
+    if (draft.refs.userEditedKeysRef.current.has("price")) return;
+    if (draft.state.priceAmount) return;
+    if (draft.state.priceCurrency === profileCurrency) return;
+    draft.actions.setPriceCurrency(profileCurrency);
+  }, [
+    draft.actions,
+    draft.refs.userEditedKeysRef,
+    draft.state.priceAmount,
+    draft.state.priceCurrency,
+    isEdit,
+    profileCurrency,
+  ]);
 
   useEffect(() => {
     if (isEdit) return;
@@ -214,14 +255,13 @@ export function useAddItemController({
     profileDefaultSize,
   ]);
 
-  const resetCreateFlow = useCallback(
+  const resetFormSession = useCallback(
     async (
       reason: string,
       options?: {
         deleteActiveDraft?: boolean;
       }
     ) => {
-      if (isEdit) return;
       if (__DEV__) {
         console.log("[AddItemLifecycle] resetCreateFlow:start", {
           reason,
@@ -248,7 +288,20 @@ export function useAddItemController({
         });
       }
     },
-    [draft.actions, extraction.actions, extraction.state.draftItemId, isEdit, photo.actions]
+    [draft.actions, extraction.actions, extraction.state.draftItemId, photo.actions]
+  );
+
+  const resetCreateFlow = useCallback(
+    async (
+      reason: string,
+      options?: {
+        deleteActiveDraft?: boolean;
+      }
+    ) => {
+      if (isEdit) return;
+      await resetFormSession(reason, options);
+    },
+    [isEdit, resetFormSession]
   );
   resetCreateFlowRef.current = resetCreateFlow;
 
@@ -261,51 +314,13 @@ export function useAddItemController({
     draft.actions.setShowAttributeSheet(null);
 
     if (nowEdit) return;
-    if (!hasActiveCreateState && prevEdit && !nowEdit) {
-      void resetCreateFlow("focus-create-after-edit");
-      return;
-    }
-
-    const existingDraftId = createSessionRef.current.draftId ?? extraction.state.draftItemId;
-    if (existingDraftId && uid) {
-      createSessionRef.current.draftId = existingDraftId;
-      const sessionId = createSessionRef.current.sessionId;
-      void getDoc(doc(db, "users", uid, "items", existingDraftId))
-        .then((snap) => {
-          if (createSessionRef.current.sessionId !== sessionId) return;
-          if (!snap.exists()) {
-            createSessionRef.current.draftId = null;
-            extraction.actions.resetDraftTracking?.();
-            return;
-          }
-          const data = snap.data() as any;
-          if (data?.isDraft !== true) {
-            // Prevent finalized items from being re-hydrated into add-item as an active draft.
-            createSessionRef.current.draftId = null;
-            extraction.actions.resetDraftTracking?.();
-            return;
-          }
-          extraction.actions.maybeApplyAutofillFromDraft(data);
-          extraction.actions.attachDraftSubscription(
-            existingDraftId,
-            sessionId,
-            extraction.refs.aiRunIdRef.current
-          );
-        })
-        .catch(() => {
-          if (createSessionRef.current.sessionId !== sessionId) return;
-          createSessionRef.current.draftId = null;
-        });
+    if (prevEdit && !nowEdit) {
+      void resetFormSession("focus-create-after-edit", { deleteActiveDraft: false });
     }
   }, [
     draft.actions,
     editItemId,
-    extraction.actions,
-    extraction.refs.aiRunIdRef,
-    extraction.state.draftItemId,
-    hasActiveCreateState,
-    resetCreateFlow,
-    uid,
+    resetFormSession,
   ]);
 
   const onScreenBlur = useCallback(() => {
@@ -325,6 +340,7 @@ export function useAddItemController({
       !!draft.state.pattern ||
       !!draft.state.material ||
       !!draft.state.size ||
+      !!draft.state.sourceUrl ||
       !!draft.state.notes;
     if (isDirty && !extraction.refs.isFinalizingRef.current) {
       void draft.actions.syncDraftProgress();
@@ -497,7 +513,7 @@ export function useAddItemController({
 
   const aiStatusRows = useMemo(() => {
     if (extraction.state.aiStatus === "error" || extraction.state.ingestionStatus === "failed") {
-      return ["⚠️ AI failed — you can fill manually"];
+      return ["Couldn’t detect details — you can fill them manually"];
     }
     if (
       extraction.state.aiStatus === "running" ||
@@ -532,28 +548,69 @@ export function useAddItemController({
     return [];
   }, [aiHasCategory, aiHasColors, extraction.state.aiMaterial, extraction.state.aiPattern, extraction.state.aiStage, extraction.state.aiStatus, extraction.state.ingestionStatus]);
 
+  const detectedItemSummary = useMemo(() => {
+    const brand = norm(draft.state.brand) || norm(photo.state.detectedBrand ?? "");
+    const itemName =
+      norm(draft.state.name) ||
+      buildUsefulItemName({
+        displayColor: draft.state.displayColor,
+        colors: draft.state.selectedColors,
+        material: draft.state.material ?? extraction.state.aiMaterial,
+        fit: draft.state.fit ?? extraction.state.aiFit,
+        subCategory: draft.state.subCategory,
+        category: draft.state.category ?? draft.derived.selectedCategory,
+      });
+    const summary = [brand, itemName].filter(Boolean).join(" • ");
+    return summary || titleCaseLabel(draft.state.category ?? draft.derived.selectedCategory);
+  }, [
+    draft.derived.selectedCategory,
+    draft.state.brand,
+    draft.state.category,
+    draft.state.displayColor,
+    draft.state.fit,
+    draft.state.material,
+    draft.state.name,
+    draft.state.selectedColors,
+    draft.state.subCategory,
+    extraction.state.aiFit,
+    extraction.state.aiMaterial,
+    photo.state.detectedBrand,
+  ]);
+
   const aiStatusPill = useMemo(() => {
     if (extraction.state.aiStatus === "error" || extraction.state.ingestionStatus === "failed") {
-      return { label: "AI failed — fill manually", tone: "error" as const };
+      return { label: "Couldn’t detect details — you can fill them manually", tone: "error" as const };
     }
     if (
       extraction.state.aiStatus === "running" ||
       extraction.state.ingestionStatus === "pending" ||
       extraction.state.ingestionStatus === "processing"
     ) {
-      return { label: "AI filling details…", tone: "running" as const };
+      return { label: "Reading brand, color, fabric…", tone: "running" as const };
+    }
+    if (
+      (extraction.state.aiStatus === "ready" || extraction.state.ingestionStatus === "done") &&
+      extraction.state.aiColorNeedsReview
+    ) {
+      return { label: "Needs color confirmation", tone: "warning" as const };
     }
     if (
       (extraction.state.aiStatus === "ready" || extraction.state.ingestionStatus === "done") &&
       aiSuggestions.length > 0
     ) {
-      return { label: "AI suggestions ready", tone: "ready" as const };
+      return { label: `Detected: ${detectedItemSummary}`, tone: "ready" as const };
     }
     if (extraction.state.aiStatus === "ready" || extraction.state.ingestionStatus === "done") {
-      return { label: "AI ready", tone: "ready" as const };
+      return { label: `Detected: ${detectedItemSummary}`, tone: "ready" as const };
     }
-    return { label: "AI idle", tone: "idle" as const };
-  }, [aiSuggestions.length, extraction.state.aiStatus, extraction.state.ingestionStatus]);
+    return { label: "AURA will autofill details after upload", tone: "idle" as const };
+  }, [
+    aiSuggestions.length,
+    detectedItemSummary,
+    extraction.state.aiColorNeedsReview,
+    extraction.state.aiStatus,
+    extraction.state.ingestionStatus,
+  ]);
 
   const canApplyAiSuggestions =
     extraction.state.ingestionStatus === "done" && aiSuggestions.length > 0;
@@ -629,6 +686,7 @@ export function useAddItemController({
   const state = {
     uid,
     editItemId,
+    mode,
     isEdit,
     ...draft.state,
     ...photo.state,
@@ -678,6 +736,7 @@ export function useAddItemController({
     aiSuggestions,
     aiStatusRows,
     aiStatusPill,
+    detectedItemSummary,
     canApplyAiSuggestions,
     hasRequiredPhoto,
     canSave,
@@ -695,6 +754,7 @@ export function useAddItemController({
       !!draft.state.pattern ||
       !!draft.state.material ||
       !!draft.state.size ||
+      !!draft.state.sourceUrl ||
       !!draft.state.notes,
   };
 
@@ -707,6 +767,7 @@ export function useAddItemController({
     onScreenFocus,
     onScreenBlur,
     resetCreateFlow,
+    resetFormSession,
   };
 
   return { state, derived, actions, styles };
diff --git a/src/components/PhotoEditorSection.tsx b/src/components/PhotoEditorSection.tsx
index 0e3e44e..85e85f7 100644
--- a/src/components/PhotoEditorSection.tsx
+++ b/src/components/PhotoEditorSection.tsx
@@ -1,5 +1,6 @@
 // Requires @react-native-community/slider in the Expo dev client; falls back to stepper controls when unavailable.
 import Slider from "@react-native-community/slider";
+import { Ionicons } from "@expo/vector-icons";
 import * as Haptics from "expo-haptics";
 import React, { useEffect, useState } from "react";
 import {
@@ -15,6 +16,7 @@ import {
 } from "react-native";
 import { SafeScreen } from "./SafeScreen";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { Colors } from "@/constants/theme";
 
 type PhotoEditorSectionProps = {
   previewUri: string | null;
@@ -49,6 +51,7 @@ type PhotoEditorSectionProps = {
   onRotate?: () => void;
   onAdjust?: () => void;
   onRefineOpen?: () => void;
+  frameless?: boolean;
 };
 
 type RefineControlsProps = {
@@ -93,6 +96,7 @@ function clamp01(value: number) {
 }
 
 const sliderThumbImage = require("../assets/sliderThumb.png");
+const editorColors = Colors.dark;
 
 function RefineControls(props: RefineControlsProps) {
   const {
@@ -145,17 +149,17 @@ function RefineControls(props: RefineControlsProps) {
             justifyContent: "space-between",
           }}
         >
-          <Text style={{ color: "#111", fontSize: 14, fontWeight: "700" }}>
+          <Text style={{ color: editorColors.text, fontSize: 14, fontWeight: "700" }}>
             Clean more: {percent}%
           </Text>
           <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-            <Text style={{ color: "#666", fontSize: 12, fontWeight: "700" }}>
+            <Text style={{ color: editorColors.textSecondary, fontSize: 12, fontWeight: "700" }}>
               {statusLabel}
             </Text>
             <Pressable onPress={onReset} disabled={isProcessing}>
               <Text
                 style={{
-                  color: "#111",
+                  color: editorColors.ctaCream,
                   fontSize: 12,
                   fontWeight: "700",
                   opacity: isProcessing ? 0.5 : 1,
@@ -170,7 +174,7 @@ function RefineControls(props: RefineControlsProps) {
           <Pressable onPress={() => nudge(-0.05)} style={stepperButton}>
             <Text style={stepperButtonText}>-</Text>
           </Pressable>
-          <Text style={{ minWidth: 56, textAlign: "center", fontWeight: "700", color: "#111" }}>
+          <Text style={{ minWidth: 56, textAlign: "center", fontWeight: "700", color: editorColors.text }}>
             {percent}%
           </Text>
           <Pressable onPress={() => nudge(0.05)} style={stepperButton}>
@@ -184,17 +188,17 @@ function RefineControls(props: RefineControlsProps) {
   return (
     <View style={{ gap: 8 }}>
       <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-        <Text style={{ color: "#111", fontSize: 14, fontWeight: "700" }}>
+        <Text style={{ color: editorColors.text, fontSize: 14, fontWeight: "700" }}>
           Clean more: {percent}%
         </Text>
         <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-          <Text style={{ color: "#666", fontSize: 12, fontWeight: "700" }}>
+          <Text style={{ color: editorColors.textSecondary, fontSize: 12, fontWeight: "700" }}>
             {statusLabel}
           </Text>
           <Pressable onPress={onReset} disabled={isProcessing}>
             <Text
               style={{
-                color: "#111",
+                color: editorColors.ctaCream,
                 fontSize: 12,
                 fontWeight: "700",
                 opacity: isProcessing ? 0.5 : 1,
@@ -214,11 +218,11 @@ function RefineControls(props: RefineControlsProps) {
             step={0.01}
             onValueChange={handleValueChange}
             onSlidingComplete={handleSlidingComplete}
-            minimumTrackTintColor="#111"
-            maximumTrackTintColor="#e5e5e5"
+            minimumTrackTintColor={editorColors.ctaCream}
+            maximumTrackTintColor={editorColors.borderStrong}
             tapToSeek={false}
             thumbImage={Platform.OS === "ios" ? sliderThumbImage : undefined}
-            thumbTintColor={Platform.OS === "ios" ? undefined : "#111"}
+            thumbTintColor={Platform.OS === "ios" ? undefined : editorColors.ctaCream}
           />
         </NativeGuard>
       </View>
@@ -270,8 +274,8 @@ function DebugTuneRow(props: {
   return (
     <View style={{ gap: 8 }}>
       <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-        <Text style={{ color: "#111", fontSize: 13, fontWeight: "700" }}>{label}</Text>
-        <Text style={{ color: "#666", fontSize: 13, fontVariant: ["tabular-nums"] }}>
+        <Text style={{ color: editorColors.text, fontSize: 13, fontWeight: "700" }}>{label}</Text>
+        <Text style={{ color: editorColors.textSecondary, fontSize: 13, fontVariant: ["tabular-nums"] }}>
           {formatDebugValue(value, decimals)}
         </Text>
       </View>
@@ -285,11 +289,11 @@ function DebugTuneRow(props: {
               step={step}
               onValueChange={(nextValue) => onChange(clamp(nextValue), false)}
               onSlidingComplete={(nextValue) => onChange(clamp(nextValue), true)}
-              minimumTrackTintColor="#111"
-              maximumTrackTintColor="#e5e5e5"
+              minimumTrackTintColor={editorColors.ctaCream}
+              maximumTrackTintColor={editorColors.borderStrong}
               tapToSeek={false}
               thumbImage={Platform.OS === "ios" ? sliderThumbImage : undefined}
-              thumbTintColor={Platform.OS === "ios" ? undefined : "#111"}
+              thumbTintColor={Platform.OS === "ios" ? undefined : editorColors.ctaCream}
             />
           </NativeGuard>
         </View>
@@ -303,7 +307,7 @@ function DebugTuneRow(props: {
               minWidth: 72,
               textAlign: "center",
               fontWeight: "700",
-              color: "#111",
+              color: editorColors.text,
               fontVariant: ["tabular-nums"],
             }}
           >
@@ -325,17 +329,17 @@ function PreviewCanvas(props: {
   checkerboard?: boolean;
 }) {
   const { uri, large = false, compact = false, checkerboard = false } = props;
-  const previewPadding = compact ? 22 : large ? 28 : 24;
-  const previewBackgroundColor = checkerboard ? "#fff" : "#E9E8E3";
+  const previewPadding = compact ? 18 : large ? 28 : 24;
+  const previewBackgroundColor = editorColors.boardLight;
 
   return (
     <View
       style={{
         width: "100%",
-        aspectRatio: compact ? 1 : large ? 4 / 5 : 1,
+        aspectRatio: compact ? 1.14 : large ? 4 / 5 : 1,
         borderRadius: large ? 20 : 16,
         borderWidth: 1,
-        borderColor: "#e7e7e7",
+        borderColor: editorColors.borderWarm,
         backgroundColor: previewBackgroundColor,
         overflow: "hidden",
         alignItems: "center",
@@ -357,8 +361,8 @@ function PreviewCanvas(props: {
           style={{
             width: "100%",
             height: "100%",
-            shadowColor: "#000",
-            shadowOpacity: checkerboard ? 0 : 0.08,
+            shadowColor: editorColors.ctaCream,
+            shadowOpacity: checkerboard ? 0 : 0.12,
             shadowRadius: 16,
             shadowOffset: { width: 0, height: 5 },
           }}
@@ -390,7 +394,7 @@ function CheckerboardBackground() {
             style={{
               width: "12.5%",
               height: "12.5%",
-              backgroundColor: dark ? "#d9d9d9" : "#f3f3f3",
+              backgroundColor: dark ? "rgba(25,0,25,0.06)" : editorColors.boardLight,
             }}
           />
         );
@@ -432,6 +436,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
     onRotate,
     onAdjust,
     onRefineOpen,
+    frameless = false,
   } = props;
   const { colors } = useAppTheme();
   const [isModalVisible, setIsModalVisible] = useState(false);
@@ -483,11 +488,20 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
     ...editorButtonText,
     color: colors.text,
   };
+  const themedDestructiveEditorButton = {
+    ...editorButton,
+    borderColor: "rgba(255,77,79,0.28)",
+    backgroundColor: "rgba(255,77,79,0.08)",
+  };
+  const themedDestructiveEditorButtonText = {
+    ...editorButtonText,
+    color: colors.danger,
+  };
   const themedPrimaryEditorButtonText = {
     ...editorButtonText,
     color: colors.ctaText,
   };
-  const emptyPreviewHeight = Math.min(260, Math.max(210, screenHeight * 0.28));
+  const emptyPreviewHeight = Math.min(220, Math.max(176, screenHeight * 0.22));
 
   function handleNativeSliderError() {
     setSliderErrored(true);
@@ -498,11 +512,11 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
       <View
         style={{
           gap: 12,
-          padding: 12,
-          borderRadius: 20,
-          borderWidth: 1,
-          borderColor: colors.border,
-          backgroundColor: colors.inputBackground,
+          padding: frameless ? 0 : 12,
+          borderRadius: frameless ? 0 : 22,
+          borderWidth: frameless ? 0 : 1,
+          borderColor: "rgba(251,228,216,0.12)",
+          backgroundColor: frameless ? "transparent" : "rgba(18,0,20,0.62)",
         }}
       >
         {displayedPreviewUri ? (
@@ -522,15 +536,33 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
               height: emptyPreviewHeight,
               borderRadius: 18,
               borderWidth: 1,
-              borderColor: colors.border,
-              backgroundColor: colors.surfaceSoft,
+              borderColor: "rgba(251,228,216,0.14)",
+              backgroundColor: "rgba(43,18,76,0.34)",
               alignItems: "center",
               justifyContent: "center",
-              paddingHorizontal: 24,
+              paddingHorizontal: 22,
+              gap: 10,
             }}
           >
-            <Text style={{ color: colors.textSecondary, fontWeight: "800", textAlign: "center" }}>
-              Pick a photo to start.
+            <View
+              style={{
+                width: 46,
+                height: 46,
+                borderRadius: 999,
+                alignItems: "center",
+                justifyContent: "center",
+                backgroundColor: "rgba(223,182,178,0.12)",
+                borderWidth: 1,
+                borderColor: "rgba(223,182,178,0.18)",
+              }}
+            >
+              <Ionicons name="cloud-upload-outline" size={22} color={colors.ctaCream} />
+            </View>
+            <Text style={{ color: colors.text, fontWeight: "900", textAlign: "center", fontSize: 16 }}>
+              Add an item photo
+            </Text>
+            <Text style={{ color: colors.textSecondary, fontWeight: "600", textAlign: "center", fontSize: 13 }}>
+              A clean front-facing image works best.
             </Text>
           </View>
         )}
@@ -544,31 +576,28 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                   setActiveModalPreview("cutout");
                   setIsModalVisible(true);
                 }}
-                style={[themedPrimaryEditorButton, { minWidth: 120 }]}
+                style={[themedPrimaryEditorButton, { minHeight: 42, flexGrow: 1 }]}
               >
                 <Text style={themedPrimaryEditorButtonText}>Refine cutout</Text>
               </Pressable>
             ) : null}
             <Pressable
               onPress={onReplace ?? onPickLibrary}
-              style={[themedEditorButton, { minWidth: 120 }]}
+              style={[themedEditorButton, { minHeight: 42, flexGrow: 1 }]}
             >
-              <Text style={themedEditorButtonText}>Change photo</Text>
-            </Pressable>
-            <Pressable onPress={onUseCamera} style={[themedEditorButton, { minWidth: 110 }]}>
-              <Text style={themedEditorButtonText}>Use camera</Text>
+              <Text style={themedEditorButtonText}>Change</Text>
             </Pressable>
-            <Pressable onPress={onRemove} style={themedEditorButton}>
-              <Text style={themedEditorButtonText}>Remove</Text>
+            <Pressable onPress={onRemove} style={[themedDestructiveEditorButton, { minHeight: 42 }]}>
+              <Text style={themedDestructiveEditorButtonText}>Remove</Text>
             </Pressable>
           </View>
         ) : (
           <View style={{ flexDirection: "row", gap: 8 }}>
             <Pressable onPress={onPickLibrary} style={[themedPrimaryEditorButton, { flex: 1 }]}>
-              <Text style={themedPrimaryEditorButtonText}>Pick from gallery</Text>
+              <Text style={themedPrimaryEditorButtonText}>Choose Photo</Text>
             </Pressable>
             <Pressable onPress={onUseCamera} style={[themedEditorButton, { flex: 1 }]}>
-              <Text style={themedEditorButtonText}>Use camera</Text>
+              <Text style={themedEditorButtonText}>Camera</Text>
             </Pressable>
           </View>
         )}
@@ -596,10 +625,10 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
         }}
       >
         <SafeScreen
-          backgroundColor="#111"
+          backgroundColor={colors.background}
           includeBottomInset={false}
         >
-        <View style={{ flex: 1, backgroundColor: "#111" }}>
+        <View style={{ flex: 1, backgroundColor: colors.background }}>
           <View
             style={{
               height: 72,
@@ -608,7 +637,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
               alignItems: "center",
               justifyContent: "space-between",
               borderBottomWidth: 1,
-              borderBottomColor: "rgba(255,255,255,0.08)",
+              borderBottomColor: colors.border,
             }}
           >
             <Pressable
@@ -619,9 +648,9 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
               hitSlop={10}
               style={{ minHeight: 40, justifyContent: "center" }}
             >
-              <Text style={{ color: "#fff", fontSize: 15, fontWeight: "800" }}>Cancel</Text>
+              <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>Cancel</Text>
             </Pressable>
-            <Text style={{ color: "#fff", fontSize: 18, fontWeight: "800" }}>Refine Cutout</Text>
+            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "800" }}>Refine Cutout</Text>
             <Pressable
               onPress={() => {
                 setActiveModalPreview("cutout");
@@ -630,7 +659,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
               hitSlop={10}
               style={{ minHeight: 40, justifyContent: "center" }}
             >
-              <Text style={{ color: "#fff", fontSize: 15, fontWeight: "800" }}>Apply</Text>
+              <Text style={{ color: colors.ctaCream, fontSize: 15, fontWeight: "800" }}>Apply</Text>
             </Pressable>
           </View>
 
@@ -656,8 +685,10 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                   width: Math.max(280, screenWidth - 32),
                   height: Math.max(360, screenHeight * 0.55),
                   borderRadius: 24,
+                  borderWidth: 1,
+                  borderColor: colors.borderWarm,
                   overflow: "hidden",
-                  backgroundColor: "#f8f8f8",
+                  backgroundColor: colors.boardLight,
                   alignItems: "center",
                   justifyContent: "center",
                 }}
@@ -679,7 +710,9 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
               paddingBottom: 24,
               borderTopLeftRadius: 24,
               borderTopRightRadius: 24,
-              backgroundColor: "#fff",
+              borderTopWidth: 1,
+              borderColor: colors.border,
+              backgroundColor: "rgba(18,0,20,0.96)",
               gap: 10,
             }}
           >
@@ -688,32 +721,32 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                 <Pressable
                   onPress={() => setActiveModalPreview("cutout")}
                   style={[
-                    editorButton,
+                    themedEditorButton,
                     activeModalPreview === "cutout" ? activePreviewButton : null,
                   ]}
                 >
-                  <Text style={editorButtonText}>Show cutout</Text>
+                  <Text style={themedEditorButtonText}>Show cutout</Text>
                 </Pressable>
               ) : null}
               {onAdjust ? (
-                <Pressable onPress={onAdjust} style={editorButton}>
-                  <Text style={editorButtonText}>Adjust</Text>
+                <Pressable onPress={onAdjust} style={themedEditorButton}>
+                  <Text style={themedEditorButtonText}>Adjust</Text>
                 </Pressable>
               ) : null}
               {maskDebugUri ? (
                 <Pressable
                   onPress={() => setActiveModalPreview("mask")}
                   style={[
-                    editorButton,
+                    themedEditorButton,
                     activeModalPreview === "mask" ? activePreviewButton : null,
                   ]}
                 >
-                  <Text style={editorButtonText}>Show mask</Text>
+                  <Text style={themedEditorButtonText}>Show mask</Text>
                 </Pressable>
               ) : null}
               {onRotate ? (
-                <Pressable onPress={onRotate} style={editorButton}>
-                  <Text style={editorButtonText}>Rotate</Text>
+                <Pressable onPress={onRotate} style={themedEditorButton}>
+                  <Text style={themedEditorButtonText}>Rotate</Text>
                 </Pressable>
               ) : null}
             </View>
@@ -741,19 +774,19 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                     padding: 12,
                     borderRadius: 16,
                     borderWidth: 1,
-                    borderColor: "#ececec",
-                    backgroundColor: "#fafafa",
+                    borderColor: colors.border,
+                    backgroundColor: "rgba(18,0,20,0.76)",
                   }}
                 >
                   <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-                    <Text style={{ color: "#111", fontSize: 13, fontWeight: "800" }}>
+                    <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>
                       Edge polish
                     </Text>
-                    <Text style={{ color: "#666", fontSize: 13, fontVariant: ["tabular-nums"] }}>
+                    <Text style={{ color: colors.textSecondary, fontSize: 13, fontVariant: ["tabular-nums"] }}>
                       {formatDebugValue(edgePolish, 2)}
                     </Text>
                   </View>
-                  <Text style={{ color: "#666", fontSize: 12 }}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
                     Subtle contour cleanup for a smoother premium edge.
                   </Text>
                   <DebugTuneRow
@@ -774,15 +807,15 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                     padding: 12,
                     borderRadius: 16,
                     borderWidth: 1,
-                    borderColor: "#ececec",
-                    backgroundColor: "#fafafa",
+                    borderColor: colors.border,
+                    backgroundColor: "rgba(18,0,20,0.76)",
                   }}
                 >
                   <View style={{ gap: 2 }}>
-                    <Text style={{ color: "#111", fontSize: 13, fontWeight: "800" }}>
+                    <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>
                       Debug tuning
                     </Text>
-                    <Text style={{ color: "#666", fontSize: 12 }}>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
                       Temporary live Apple Vision parameters for visual tuning.
                     </Text>
                   </View>
@@ -831,12 +864,12 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                     onChange={onDebugEdgeTightenChange}
                   />
                 </View>
-                <Text style={{ color: "#666", fontSize: 12 }}>
+                <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
                   Drag to remove leftover background. Release for final quality.
                 </Text>
               </>
             ) : (
-              <Text style={{ color: "#666", fontSize: 12 }}>
+              <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
                 Refine becomes available after a removable cutout is ready.
               </Text>
             )}
@@ -849,23 +882,24 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
 }
 
 const editorButton = {
+  minHeight: 44,
   paddingVertical: 10,
   paddingHorizontal: 14,
   borderRadius: 999,
   borderWidth: 1,
-  borderColor: "#ddd",
-  backgroundColor: "#fff",
+  borderColor: editorColors.border,
+  backgroundColor: editorColors.chipBackground,
   alignItems: "center" as const,
   justifyContent: "center" as const,
 };
 
 const activePreviewButton = {
-  borderColor: "#111",
-  backgroundColor: "#f3f4f6",
+  borderColor: editorColors.purpleBorder,
+  backgroundColor: editorColors.purpleSurface,
 };
 
 const editorButtonText = {
-  color: "#111",
+  color: editorColors.text,
   fontWeight: "700" as const,
 };
 
@@ -874,14 +908,14 @@ const stepperButton = {
   height: 38,
   borderRadius: 999,
   borderWidth: 1,
-  borderColor: "#ddd",
-  backgroundColor: "#fff",
+  borderColor: editorColors.border,
+  backgroundColor: editorColors.chipBackground,
   alignItems: "center" as const,
   justifyContent: "center" as const,
 };
 
 const stepperButtonText = {
-  color: "#111",
+  color: editorColors.ctaCream,
   fontSize: 18,
   fontWeight: "800" as const,
 };

From 144b7772468a35f2cc81e954224e4fe3fa0ff7f6 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:20:01 -0500
Subject: [PATCH 75/93] style(item): redesign item detail product page

---
 app/(tabs)/item/[id].tsx | 2152 +++++++++++++++++++++++---------------
 1 file changed, 1335 insertions(+), 817 deletions(-)

diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index 0f788e4..c5cff7c 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -1,48 +1,77 @@
+import { Ionicons } from "@expo/vector-icons";
+import { BlurView } from "expo-blur";
+import { LinearGradient } from "expo-linear-gradient";
 import { router, useLocalSearchParams } from "expo-router";
-import AppImage from "@/src/components/common/AppImage";
-import { deleteDoc, deleteField, doc, onSnapshot, updateDoc } from "firebase/firestore";
+import { deleteDoc, doc, onSnapshot } from "firebase/firestore";
 import React, { useEffect, useMemo, useState } from "react";
 import {
+  ActivityIndicator,
   Alert,
-  type DimensionValue,
-  Dimensions,
+  Linking,
   Modal,
-  NativeScrollEvent,
-  NativeSyntheticEvent,
+  type NativeScrollEvent,
+  type NativeSyntheticEvent,
   Pressable,
   ScrollView,
+  Share,
   StyleSheet,
   Text,
-  TextInput,
+  useWindowDimensions,
   View,
 } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import type { AppColors } from "@/constants/theme";
+import AppImage from "@/src/components/common/AppImage";
 import AuraPressable from "@/src/components/aura/AuraPressable";
-import { SafeScreen } from "../../../src/components/SafeScreen";
-import { ALLOWED_COLORS } from "../../../src/shared/wardrobeTaxonomy";
-import { useAuth } from "../../../src/hooks/useAuth";
-import { useAppTheme } from "../../../src/hooks/useAppTheme";
-import { useResponsiveLayout } from "../../../src/hooks/useResponsiveLayout";
-import { db } from "../../../src/lib/firebase";
-import { runHaptic } from "../../../src/lib/haptics";
-import { getItemImageDecoration, getItemImagePresentation, getItemImageUrl } from "../../../src/lib/itemImage";
-import { Toast } from "../../../src/lib/toast";
+import { SafeScreen } from "@/src/components/SafeScreen";
+import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
+import { useAuth } from "@/src/hooks/useAuth";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { db } from "@/src/lib/firebase";
+import { runHaptic } from "@/src/lib/haptics";
+import { getItemImageUrl } from "@/src/lib/itemImage";
 import {
   getIngestionStatus,
   LAUNDRY_STATUS_LABELS,
-  markWashed as markWashedItem,
   markNeedsWash,
+  markWashed as markWashedItem,
   normalizeLaundryStatus,
-  safeMarkWorn,
   sendToLaundry,
-} from "../../../src/lib/items";
-import type { LaundryStatus } from "../../../src/types/ClothingItem";
-import { ClothingItem } from "../../../src/types/ClothingItem";
+} from "@/src/lib/items";
+import { safeGoBack } from "@/src/lib/navigation";
+import { Toast } from "@/src/lib/toast";
+import type { ClothingItem, LaundryStatus } from "@/src/types/ClothingItem";
+
+type TimestampLike = {
+  toDate: () => Date;
+};
 
 type ItemDetails = ClothingItem & {
   id: string;
+  source?: string | null;
+  sourceUrl?: string | null;
+  retailer?: string | null;
+  domain?: string | null;
+  updatedAt?: number | string | TimestampLike | null;
+  itemLifecycleStatus?: string | null;
+  ingestionSource?: {
+    sourceType?: string | null;
+    sourceUrl?: string | null;
+    domain?: string | null;
+  } | null;
+  linkMetadata?: {
+    sourceUrl?: string | null;
+    domain?: string | null;
+    retailer?: string | null;
+  } | null;
 };
 
 type DetailImageAsset = {
@@ -50,12 +79,150 @@ type DetailImageAsset = {
   isPrimary: boolean;
 };
 
-function isValidUrl(value?: string | null) {
-  const url = String(value ?? "").trim();
+type DetailRow = {
+  label: string;
+  value: string;
+  multiline?: boolean;
+};
+
+type DetailGroupItem = DetailRow;
+
+type DetailGroup = {
+  title: string;
+  items: DetailGroupItem[];
+};
+
+const STATUS_OPTIONS: LaundryStatus[] = ["needs_wash", "in_laundry", "clean"];
+const DETAIL_RADIUS = 24;
+const BUTTON_HEIGHT = 52;
+
+function cleanString(value: unknown) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function isMeaningful(value: unknown) {
+  if (Array.isArray(value)) return value.some((entry) => cleanString(entry));
+  return Boolean(cleanString(value));
+}
+
+function titleCase(value: string) {
+  return value
+    .replace(/[_-]+/g, " ")
+    .split(" ")
+    .filter(Boolean)
+    .map((part) => `${part[0]?.toUpperCase() ?? ""}${part.slice(1)}`)
+    .join(" ");
+}
+
+function displayValue(value: unknown) {
+  const normalized = cleanString(value);
+  return normalized ? titleCase(normalized) : "";
+}
+
+function normalizeDisplayToken(value: unknown) {
+  const normalized = cleanString(value)
+    .replace(/_/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+  return normalized ? titleCase(normalized) : "";
+}
+
+function dedupeTokens(values: unknown[]) {
+  const seen = new Set<string>();
+  const next: string[] = [];
+  const pushValue = (value: unknown) => {
+    const normalized = normalizeDisplayToken(value);
+    const key = normalized.toLowerCase();
+    if (!normalized || seen.has(key)) return;
+    seen.add(key);
+    next.push(normalized);
+  };
+
+  values.forEach((value) => {
+    if (Array.isArray(value)) {
+      value.forEach((entry) => dedupeTokens([entry]).forEach(pushValue));
+      return;
+    }
+    cleanString(value)
+      .split(/\s*(?:\/|\||,|\u2022)\s*/u)
+      .filter(Boolean)
+      .forEach(pushValue);
+  });
+  return next;
+}
+
+function uniqueStrings(values: unknown[]) {
+  return dedupeTokens(values);
+}
+
+function joinLabels(values: unknown[]) {
+  return dedupeTokens(values).join(" / ");
+}
+
+function hasToDate(value: unknown): value is TimestampLike {
+  return (
+    typeof value === "object" &&
+    value !== null &&
+    "toDate" in value &&
+    typeof (value as { toDate?: unknown }).toDate === "function"
+  );
+}
+
+function dateFromValue(value?: unknown | null) {
+  if (!value) return null;
+  if (hasToDate(value)) {
+    const date = value.toDate();
+    return Number.isNaN(date.getTime()) ? null : date;
+  }
+  if (typeof value === "number") {
+    const date = new Date(value);
+    return Number.isNaN(date.getTime()) ? null : date;
+  }
+  if (typeof value === "string") {
+    const date = new Date(value);
+    return Number.isNaN(date.getTime()) ? null : date;
+  }
+  return null;
+}
+
+function formatDateTime(value?: unknown | null) {
+  const date = dateFromValue(value);
+  return date ? date.toLocaleString() : "";
+}
+
+function isValidImageUrl(value?: string | null) {
+  const url = cleanString(value);
   if (!url) return false;
   return url.startsWith("file://") || /^https?:\/\//i.test(url);
 }
 
+function isValidHttpUrl(value?: string | null) {
+  const url = cleanString(value);
+  if (!url) return false;
+  try {
+    const parsed = new URL(url);
+    return parsed.protocol === "http:" || parsed.protocol === "https:";
+  } catch {
+    return false;
+  }
+}
+
+function normalizeHttpUrl(value?: string | null) {
+  const url = cleanString(value);
+  if (!isValidHttpUrl(url)) return null;
+  return url;
+}
+
+function domainFromUrl(value?: string | null) {
+  const url = normalizeHttpUrl(value);
+  if (!url) return "";
+  try {
+    return new URL(url).hostname.replace(/^www\d*\./i, "");
+  } catch {
+    return "";
+  }
+}
+
 function dedupeImageAssets(images: DetailImageAsset[]) {
   const seen = new Set<string>();
   return images.filter((image) => {
@@ -70,27 +237,21 @@ function getItemDetailImages(item: ItemDetails | null): DetailImageAsset[] {
   if (!item) return [];
 
   const next: DetailImageAsset[] = [];
-  const sources = [
-    ...(item.images ?? []),
-    ...(item.photos?.images ?? []),
-  ];
+  const sources = [...(item.images ?? []), ...(item.photos?.images ?? [])];
 
   for (const image of sources) {
     const isPrimary = Boolean(image?.isPrimary);
     const candidate = isPrimary
       ? getItemImageUrl(item, { variant: "hero" })
-      : String(image?.cleanedUrl ?? image?.originalUrl ?? "").trim() || null;
+      : cleanString(image?.cleanedUrl ?? image?.originalUrl) || null;
 
-    if (candidate && isValidUrl(candidate)) {
-      next.push({
-        uri: candidate,
-        isPrimary,
-      });
+    if (candidate && isValidImageUrl(candidate)) {
+      next.push({ uri: candidate, isPrimary });
     }
   }
 
   const fallback = getItemImageUrl(item, { variant: "hero" });
-  if (fallback && isValidUrl(fallback)) {
+  if (fallback && isValidImageUrl(fallback)) {
     next.push({ uri: fallback, isPrimary: next.length === 0 });
   }
 
@@ -98,138 +259,430 @@ function getItemDetailImages(item: ItemDetails | null): DetailImageAsset[] {
   return deduped.sort((a, b) => Number(b.isPrimary) - Number(a.isPrimary));
 }
 
-function formatDate(value?: any | null) {
-  if (!value) return "—";
-  if (typeof value?.toDate === "function") {
-    return value.toDate().toLocaleDateString();
-  }
-  if (typeof value === "number") {
-    return new Date(value).toLocaleDateString();
-  }
-  return "—";
+function ingestionStatusLabel(item: ItemDetails | null | undefined) {
+  const status = getIngestionStatus(item) ?? "pending";
+  return titleCase(status);
 }
 
-function formatDateOrNotSet(value?: any | null) {
-  if (!value) return "Not set";
-  return formatDate(value);
+function itemTitle(item: ItemDetails) {
+  return (
+    cleanString(item.name) ||
+    uniqueStrings([item.primaryColor, item.colorLabel, item.brand, item.subCategory, item.type, item.category])
+      .map(titleCase)
+      .join(" ") ||
+    "Closet Item"
+  );
 }
 
-function ingestionStatusLabel(item: ItemDetails | null | undefined) {
-  const status = getIngestionStatus(item) ?? "pending";
-  if (status === "done") return "done";
-  if (status === "failed") return "failed";
-  if (status === "processing") return "processing";
-  return "pending";
+function itemSubtitle(item: ItemDetails) {
+  return cleanString(item.brand);
 }
 
-function toTitleCase(value: string) {
-  if (!value) return value;
-  return value
-    .split(" ")
-    .filter(Boolean)
-    .map((part) => `${part[0]?.toUpperCase() ?? ""}${part.slice(1)}`)
-    .join(" ");
+function productUrlForItem(item: ItemDetails | null | undefined) {
+  if (!item) return null;
+  return (
+    normalizeHttpUrl(item.sourceUrl) ??
+    normalizeHttpUrl(item.ingestionSource?.sourceUrl) ??
+    normalizeHttpUrl(item.linkMetadata?.sourceUrl)
+  );
 }
 
-function formatValue(value?: string | null) {
-  const normalized = String(value ?? "").trim();
-  return normalized ? normalized : "—";
+function sourceLabelForItem(item: ItemDetails) {
+  return (
+    cleanString(item.retailer) ||
+    cleanString(item.linkMetadata?.retailer) ||
+    cleanString(item.domain) ||
+    cleanString(item.ingestionSource?.domain) ||
+    domainFromUrl(productUrlForItem(item)) ||
+    cleanString(item.source)
+  );
+}
+
+function classificationLabel(item: ItemDetails) {
+  return joinLabels([item.category, item.subCategory || item.type]);
+}
+
+function colorLabel(item: ItemDetails) {
+  return joinLabels([item.primaryColor, item.colorLabel, item.displayColor, item.displayColors, item.colors]);
+}
+
+function detectedColorLabel(item: ItemDetails) {
+  return joinLabels([item.aiColorLabel, item.aiColors, item.pixelColors]);
+}
+
+function formatHeroColors(item: ItemDetails) {
+  return dedupeTokens([
+    item.displayColors,
+    item.displayColor,
+    item.primaryColor,
+    item.colorLabel,
+    item.colors,
+  ]).join(" / ");
+}
+
+function formatHeroDescriptor(item: ItemDetails) {
+  return dedupeTokens([
+    item.material,
+    item.fit,
+  ])
+    .join(" \u2022 ");
+}
+
+function buildHeroCategoryLine(item: ItemDetails) {
+  return dedupeTokens([item.category, item.subCategory || item.type]).join(" / ");
+}
+
+function primaryColorForDetail(item: ItemDetails) {
+  return dedupeTokens([item.primaryColor, item.colorLabel, item.displayColor])[0] ?? "";
+}
+
+function visibleColorsForDetail(item: ItemDetails) {
+  const primary = primaryColorForDetail(item).toLowerCase();
+  const visibleColors = dedupeTokens([item.displayColors, item.colors, item.aiColors, item.pixelColors]);
+  if (visibleColors.length <= 1 && visibleColors[0]?.toLowerCase() === primary) return "";
+  return visibleColors
+    .slice(0, 6)
+    .join(" / ");
+}
+
+function isUsefulDetailValue(value: string) {
+  const normalized = cleanString(value).toLowerCase();
+  return Boolean(normalized) && !["unknown", "not set", "n/a", "na", "none", "-"].includes(normalized);
+}
+
+function filterDetailGroupItems(items: DetailGroupItem[]) {
+  return items.filter((item) => isMeaningful(item.value) && isUsefulDetailValue(item.value));
+}
+
+function buildHeroMetadataRows(item: ItemDetails) {
+  return filterDetailGroupItems([
+    { label: "Category", value: buildHeroCategoryLine(item) },
+    { label: "Color", value: formatHeroColors(item) },
+    { label: "Material / Fit", value: formatHeroDescriptor(item) },
+  ]);
+}
+
+function buildDetailGroups(item: ItemDetails) {
+  const groups: DetailGroup[] = [
+    {
+      title: "Overview",
+      items: filterDetailGroupItems([
+        { label: "Category", value: displayValue(item.category) },
+        { label: "Fit", value: displayValue(item.fit) },
+        { label: "Brand", value: cleanString(item.brand) },
+      ]),
+    },
+    {
+      title: "Material & Design",
+      items: filterDetailGroupItems([
+        { label: "Material", value: displayValue(item.material) || joinLabels([item.materials]) },
+        { label: "Pattern", value: displayValue(item.pattern) },
+        { label: "Style", value: displayValue(item.style) },
+      ]),
+    },
+    {
+      title: "Color",
+      items: filterDetailGroupItems([
+        { label: "Primary", value: primaryColorForDetail(item) || colorLabel(item) },
+        { label: "Secondary", value: visibleColorsForDetail(item) },
+      ]),
+    },
+    {
+      title: "Occasion",
+      items: filterDetailGroupItems([
+        { label: "Season", value: joinLabels([item.seasonTags]) },
+        { label: "Use", value: joinLabels([item.occasionTags]) },
+        { label: "Tags", value: joinLabels([item.detailTags, item.aestheticTags]), multiline: true },
+      ]),
+    },
+  ];
+
+  return groups.filter((group) => group.items.length > 0);
+}
+
+// Advanced metadata is intentionally kept available while the Advanced UI is hidden.
+// eslint-disable-next-line @typescript-eslint/no-unused-vars
+function buildAdvancedRows(item: ItemDetails) {
+  const rows: DetailRow[] = [
+    { label: "Ingestion status", value: ingestionStatusLabel(item) },
+    { label: "Lifecycle", value: displayValue(item.itemLifecycleStatus || item.draftState) },
+    {
+      label: "Source",
+      value: joinLabels([
+        item.source,
+        item.ingestionSource?.sourceType,
+        item.sourceUrl ? domainFromUrl(item.sourceUrl) : null,
+      ]),
+    },
+    { label: "Classification", value: classificationLabel(item) },
+    { label: "Detected colors", value: detectedColorLabel(item) || colorLabel(item) },
+    { label: "Created", value: formatDateTime(item.createdAt) },
+    { label: "Updated", value: formatDateTime(item.updatedAt) },
+  ];
+  return rows.filter((row) => isMeaningful(row.value));
+}
+
+function auraInsightForItem(item: ItemDetails) {
+  const token = uniqueStrings([item.category, item.subCategory, item.type, item.style])
+    .join(" ")
+    .toLowerCase();
+  if (/\b(shoe|shoes|sneaker|sneakers|boot|boots|loafer|loafers|heel|heels|footwear)\b/.test(token)) {
+    return "Use this as the anchor piece and keep the rest of the outfit balanced.";
+  }
+  if (/\b(outerwear|jacket|coat|blazer|hoodie|cardigan|overshirt|trench|parka)\b/.test(token)) {
+    return "Layer over basics and keep inner pieces visually lighter.";
+  }
+  if (/\b(top|shirt|tee|tshirt|t-shirt|sweater|blouse|tank|polo|kurta)\b/.test(token)) {
+    return "Works well with neutral bottoms, clean sneakers, or layered outerwear.";
+  }
+  if (/\b(bottom|pants|trousers|jeans|shorts|skirt|cargo|chinos)\b/.test(token)) {
+    return "Pair with a simple top and let the silhouette set the outfit direction.";
+  }
+  if (/\b(accessory|bag|belt|watch|hat|cap|sunglasses|scarf|jewelry|jewellery)\b/.test(token)) {
+    return "Use this as a finishing accent and keep nearby colors intentional.";
+  }
+  return "Build around the strongest visual cue, then keep color and proportion balanced.";
+}
+
+function auraPromptForItem(item: ItemDetails) {
+  const details = uniqueStrings([
+    itemTitle(item),
+    item.brand,
+    item.category,
+    item.subCategory,
+    item.primaryColor || item.colorLabel,
+    item.material,
+    item.fit,
+  ]).join(", ");
+  return [
+    `Style this closet item for me: ${details}.`,
+    `Closet item id: ${item.id}.`,
+    "Build a wearable outfit around it using my closet where possible and keep the advice concise.",
+  ].join("\n");
+}
+
+function shareMessageForItem(item: ItemDetails, productUrl?: string | null) {
+  const name = itemTitle(item);
+  const brand = cleanString(item.brand);
+  const title = brand ? `${name} by ${brand}` : name;
+  return [title, productUrl].filter(Boolean).join("\n");
 }
 
 function createStyles(colors: AppColors) {
   return StyleSheet.create({
     card: {
-      borderWidth: 1,
-      borderColor: colors.border,
-      borderRadius: 16,
-      padding: 12,
-      backgroundColor: colors.surfaceGlass,
+      ...auraCardStyle(colors, "card"),
+      padding: 16,
+      gap: 16,
+      borderRadius: DETAIL_RADIUS,
+    },
+    heroCard: {
+      ...auraCardStyle(colors, "largeGlass"),
+      borderColor: colors.borderWarm,
+      borderRadius: 28,
+      padding: 5,
+      overflow: "hidden",
+      backgroundColor: "rgba(43,18,76,0.30)",
     },
-    quickFact: {
-      flexBasis: "48%",
+    heroBlock: {
+      gap: 14,
+    },
+    heroOverlay: {
+      ...StyleSheet.absoluteFillObject,
+      justifyContent: "flex-end",
+      paddingHorizontal: 18,
+      paddingBottom: 16,
+      borderRadius: 22,
+      overflow: "hidden",
+    },
+    heroOverlayCopy: {
       gap: 4,
-      paddingVertical: 10,
-      paddingHorizontal: 12,
-      borderRadius: 14,
-      borderWidth: 1,
-      borderColor: colors.border,
-      backgroundColor: colors.chipBackground,
     },
-    btn: {
-      flex: 1,
-      paddingVertical: 14,
-      borderRadius: 14,
-      alignItems: "center",
-      justifyContent: "center",
+    heroSummary: {
+      gap: 9,
+      paddingHorizontal: 2,
+      paddingTop: 2,
     },
-    btnText: {
-      fontWeight: "900",
-      fontSize: 16,
+    heroSummaryRow: {
+      flexDirection: "row",
+      alignItems: "flex-start",
+      justifyContent: "space-between",
+      gap: 16,
     },
-    pill: {
-      paddingVertical: 8,
-      paddingHorizontal: 12,
-      borderRadius: 999,
-      borderWidth: 1,
-      borderColor: colors.borderStrong,
+    sectionBlock: {
+      gap: 10,
     },
-    pillText: {
+    sectionTitleSmall: {
+      color: colors.text,
+      fontSize: 15,
+      lineHeight: 20,
       fontWeight: "900",
     },
-    textInput: {
-      borderWidth: 1,
-      borderColor: colors.borderStrong,
-      borderRadius: 12,
-      paddingHorizontal: 12,
-      paddingVertical: 10,
-      fontSize: 16,
-      backgroundColor: colors.inputBackground,
-      color: colors.text,
+    row: {
+      flexDirection: "row",
+      justifyContent: "space-between",
+      gap: 14,
+      paddingVertical: 11,
+      borderBottomWidth: StyleSheet.hairlineWidth,
+      borderBottomColor: colors.border,
     },
-    imagePlaceholder: {
-      height: 216,
+    rowLast: {
+      borderBottomWidth: 0,
+      paddingBottom: 0,
+    },
+    actionStack: {
+      gap: 10,
+    },
+    secondaryActionRow: {
+      flexDirection: "row",
+      alignItems: "stretch",
+      gap: 12,
+    },
+    tertiaryActionRow: {
+      flexDirection: "row",
+      gap: 10,
+    },
+    actionButton: {
+      minWidth: 0,
+      minHeight: BUTTON_HEIGHT,
       borderRadius: 18,
-      backgroundColor: colors.chipBackground,
+      flexDirection: "row",
       alignItems: "center",
       justifyContent: "center",
+      gap: 8,
+      paddingHorizontal: 16,
+      paddingVertical: 0,
     },
-    selectedLaundryPill: {
-      backgroundColor: colors.ctaCream,
-      borderWidth: 0,
+    primaryActionButton: {
+      width: "100%",
+    },
+    secondaryActionButton: {
+      width: "100%",
+      minHeight: 48,
     },
-    unselectedLaundryPill: {
+    tertiaryActionButton: {
+      flex: 1,
+      minHeight: 42,
+      paddingHorizontal: 13,
+      borderRadius: 16,
+    },
+    imagePlaceholder: {
+      minHeight: 330,
+      borderRadius: 22,
       backgroundColor: colors.chipBackground,
+      alignItems: "center",
+      justifyContent: "center",
       borderWidth: 1,
-      borderColor: colors.borderStrong,
+      borderColor: colors.border,
+      overflow: "hidden",
+    },
+    selectedStatusSegment: {
+      backgroundColor: colors.primary,
+      borderColor: "transparent",
     },
-    warningBox: {
-      marginTop: 12,
+    unselectedStatusSegment: {
+      backgroundColor: "transparent",
+      borderColor: "transparent",
+    },
+    statusControl: {
+      flexDirection: "row",
+      padding: 3,
+      borderRadius: 15,
       borderWidth: 1,
-      borderColor: colors.warning,
-      backgroundColor: colors.surfaceElevated,
-      borderRadius: 12,
-      padding: 12,
+      borderColor: "rgba(251,228,216,0.12)",
+      backgroundColor: "rgba(9,0,11,0.24)",
     },
-    footer: {
-      position: "absolute",
-      left: 0,
-      right: 0,
-      bottom: 0,
-      paddingTop: 12,
-      backgroundColor: colors.dockBackground,
-      borderTopWidth: 1,
-      borderTopColor: colors.border,
-      gap: 10,
+    statusSegment: {
+      flex: 1,
+      minHeight: 36,
+      borderRadius: 12,
+      borderWidth: 0,
+      alignItems: "center",
+      justifyContent: "center",
+      paddingHorizontal: 6,
     },
-    secondaryButton: {
-      borderColor: colors.borderStrong,
+    insightCard: {
+      padding: 14,
+      gap: 12,
+      borderRadius: 20,
       borderWidth: 1,
-      backgroundColor: colors.surfaceSoft,
+      borderColor: "rgba(223,182,178,0.12)",
+      backgroundColor: "rgba(43,18,76,0.34)",
     },
-    tertiaryButton: {
-      borderColor: colors.border,
+    insightHeader: {
+      flexDirection: "row",
+      alignItems: "flex-start",
+      gap: 12,
+    },
+    insightIcon: {
+      width: 34,
+      height: 34,
+      borderRadius: 17,
+      alignItems: "center",
+      justifyContent: "center",
+      backgroundColor: "rgba(223,182,178,0.14)",
       borderWidth: 1,
-      backgroundColor: colors.surface,
+      borderColor: "rgba(223,182,178,0.22)",
+    },
+    insightButtonRow: {
+      flexDirection: "row",
+      gap: 10,
+    },
+    insightButton: {
+      flex: 1,
+      minHeight: 40,
+      borderRadius: 16,
+    },
+    detailGroups: {
+      gap: 18,
+    },
+    detailGroupCard: {
+      borderRadius: 0,
+      padding: 0,
+      gap: 0,
+      backgroundColor: "transparent",
+    },
+    detailGroupHeader: {
+      paddingBottom: 4,
+    },
+    detailGroupItems: {
+      borderTopWidth: StyleSheet.hairlineWidth,
+      borderTopColor: "rgba(251,228,216,0.10)",
+    },
+    detailValueRow: {
+      flexDirection: "row",
+      alignItems: "flex-start",
+      justifyContent: "space-between",
+      gap: 14,
+      paddingVertical: 9,
+      borderBottomWidth: StyleSheet.hairlineWidth,
+      borderBottomColor: "rgba(251,228,216,0.08)",
+    },
+    detailValueRowLast: {
+      borderBottomWidth: 0,
+    },
+    detailLabel: {
+      width: 104,
+      color: colors.textMuted,
+      fontSize: 12.5,
+      lineHeight: 18,
+      fontWeight: "800",
+    },
+    detailValueText: {
+      flex: 1,
+      color: colors.textPrimary,
+      fontSize: 14.5,
+      lineHeight: 20,
+      fontWeight: "700",
+      textAlign: "right",
+    },
+    productSourceButton: {
+      ...auraButtonStyle(colors, "secondary"),
+      minHeight: 48,
+      borderRadius: 16,
+      flexDirection: "row",
+      alignItems: "center",
+      gap: 8,
     },
     modalRoot: {
       flex: 1,
@@ -262,6 +715,8 @@ function createStyles(colors: AppColors) {
       overflow: "hidden",
       paddingHorizontal: 24,
       paddingVertical: 24,
+      borderWidth: 1,
+      borderColor: colors.borderWarm,
     },
     carouselFrame: {
       width: "100%",
@@ -270,59 +725,242 @@ function createStyles(colors: AppColors) {
       justifyContent: "center",
       borderWidth: 1,
     },
-    paginationText: {
-      color: colors.textSecondary,
-      fontSize: 13,
-      fontWeight: "700",
+    carouselPagination: {
+      flexDirection: "row",
+      alignItems: "center",
+      justifyContent: "space-between",
+      paddingHorizontal: 2,
+    },
+    carouselCounter: {
+      minHeight: 28,
+      borderRadius: 999,
+      paddingHorizontal: 10,
+      alignItems: "center",
+      justifyContent: "center",
+      backgroundColor: "rgba(43,18,76,0.42)",
+      borderWidth: 1,
+      borderColor: "rgba(251,228,216,0.10)",
+    },
+    actionMenuBackdrop: {
+      flex: 1,
+      alignItems: "center",
+      justifyContent: "flex-end",
+      paddingHorizontal: 16,
+      backgroundColor: "rgba(9,0,11,0.68)",
+    },
+    actionMenuCard: {
+      width: "100%",
+      maxWidth: 420,
+      ...auraCardStyle(colors, "sheet"),
+      padding: 0,
+      overflow: "hidden",
+      borderRadius: 18,
+      borderColor: "rgba(251,228,216,0.12)",
+    },
+    actionMenuSurface: {
+      padding: 12,
+      gap: 8,
+      backgroundColor: "rgba(43,18,76,0.60)",
+    },
+    actionMenuHandle: {
+      alignSelf: "center",
+      width: 42,
+      height: 3,
+      borderRadius: 999,
+      backgroundColor: "rgba(251,228,216,0.18)",
+      marginBottom: 4,
+    },
+    actionMenuButton: {
+      ...auraButtonStyle(colors, "secondary", false, "compact"),
+      minHeight: 52,
+      paddingHorizontal: 16,
+      flexDirection: "row",
+      alignItems: "center",
+      justifyContent: "space-between",
+      gap: 10,
+      borderRadius: 14,
+      backgroundColor: "rgba(82,43,91,0.20)",
+      borderColor: "rgba(251,228,216,0.10)",
     },
   });
 }
 
-function QuickFact(props: { label: string; value: string; tone?: "default" | "success" | "danger" }) {
-  const { label, value, tone = "default" } = props;
+function DetailGroupBlock({ group }: { group: DetailGroup }) {
   const { colors } = useAppTheme();
   const styles = useMemo(() => createStyles(colors), [colors]);
-  const valueColor =
-    tone === "success" ? colors.success : tone === "danger" ? colors.danger : colors.text;
   return (
-    <View
-      style={styles.quickFact}
-    >
-      <Text
-        style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700", textTransform: "uppercase" }}
-      >
-        {label}
-      </Text>
-      <Text style={{ color: valueColor, fontSize: 15, fontWeight: "800" }}>{value}</Text>
+    <View style={styles.detailGroupCard}>
+      <View style={styles.detailGroupHeader}>
+        <Text style={{ color: colors.text, fontSize: 15, lineHeight: 20, fontWeight: "900" }}>
+          {group.title}
+        </Text>
+      </View>
+      <View style={styles.detailGroupItems}>
+        {group.items.map((item, index) => (
+          <View
+            key={`${group.title}-${item.label}`}
+            style={[
+              styles.detailValueRow,
+              index === group.items.length - 1 ? styles.detailValueRowLast : null,
+            ]}
+          >
+            <Text style={styles.detailLabel}>{item.label}</Text>
+            <Text
+              selectable
+              numberOfLines={item.multiline ? undefined : 3}
+              style={styles.detailValueText}
+            >
+              {item.value}
+            </Text>
+          </View>
+        ))}
+      </View>
     </View>
   );
 }
 
-function SectionCard(props: {
-  title: string;
-  subtitle?: string | null;
-  children: React.ReactNode;
+function HeroMetadataSummary({ item }: { item: ItemDetails }) {
+  const { colors } = useAppTheme();
+  const styles = useMemo(() => createStyles(colors), [colors]);
+  const rows = buildHeroMetadataRows(item);
+  if (!rows.length) return null;
+  return (
+    <View style={styles.heroSummary}>
+      {rows.map((row) => (
+        <View key={row.label} style={styles.heroSummaryRow}>
+          <Text style={{ color: colors.textMuted, fontSize: 12.5, lineHeight: 18, fontWeight: "800" }}>
+            {row.label}
+          </Text>
+          <Text
+            selectable
+            numberOfLines={2}
+            style={{
+              flex: 1,
+              color: colors.textPrimary,
+              fontSize: 13.5,
+              lineHeight: 19,
+              fontWeight: "700",
+              textAlign: "right",
+            }}
+          >
+            {row.value}
+          </Text>
+        </View>
+      ))}
+    </View>
+  );
+}
+
+function ActionButton({
+  label,
+  icon,
+  variant,
+  onPress,
+  accessibilityLabel,
+}: {
+  label: string;
+  icon: keyof typeof Ionicons.glyphMap;
+  variant: "primary" | "secondary" | "tertiary";
+  onPress: () => void;
+  accessibilityLabel: string;
 }) {
-  const { title, subtitle = null, children } = props;
   const { colors } = useAppTheme();
-  const layout = useResponsiveLayout();
   const styles = useMemo(() => createStyles(colors), [colors]);
+  const isPrimary = variant === "primary";
+  const isTertiary = variant === "tertiary";
   return (
-    <View
+    <AuraPressable
+      onPress={onPress}
+      haptic="light"
+      hapticTrigger="press"
+      pressedScale={0.97}
+      accessibilityRole="button"
+      accessibilityLabel={accessibilityLabel}
       style={[
-        styles.card,
-        {
-          borderRadius: layout.mediumRadius,
-        },
+        auraButtonStyle(colors, variant),
+        styles.actionButton,
+        isPrimary
+          ? styles.primaryActionButton
+          : isTertiary
+            ? styles.tertiaryActionButton
+            : styles.secondaryActionButton,
       ]}
     >
-      <View style={{ gap: 3, marginBottom: 12 }}>
-        <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>{title}</Text>
-        {subtitle ? (
-          <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>{subtitle}</Text>
+      <Ionicons
+        name={icon}
+        size={isTertiary ? 16 : 18}
+        color={isPrimary ? colors.ctaText : isTertiary ? colors.textSecondary : colors.textPrimary}
+      />
+      <Text
+        numberOfLines={1}
+        adjustsFontSizeToFit
+        minimumFontScale={0.82}
+        style={[
+          auraButtonTextStyle(colors, variant === "primary" ? "primary" : variant === "tertiary" ? "tertiary" : "secondary"),
+          { fontSize: isTertiary ? 12 : 14, lineHeight: 18 },
+        ]}
+      >
+        {label}
+      </Text>
+    </AuraPressable>
+  );
+}
+
+function ProductHeroCard({
+  item,
+  images,
+  activeImageIndex,
+  onIndexChange,
+  onPressImage,
+}: {
+  item: ItemDetails;
+  images: DetailImageAsset[];
+  activeImageIndex: number;
+  onIndexChange: (index: number) => void;
+  onPressImage: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const styles = useMemo(() => createStyles(colors), [colors]);
+  const eyebrow = itemSubtitle(item) || sourceLabelForItem(item);
+  const overlay = (
+    <View pointerEvents="none" style={styles.heroOverlay}>
+      <LinearGradient
+        colors={["rgba(9,0,11,0)", "rgba(9,0,11,0.18)", "rgba(9,0,11,0.58)"]}
+        locations={[0, 0.58, 1]}
+        style={StyleSheet.absoluteFill}
+      />
+      <View style={styles.heroOverlayCopy}>
+        {eyebrow ? (
+          <Text style={{ color: "rgba(251,228,216,0.70)", fontSize: 12, lineHeight: 16, fontWeight: "800" }}>
+            {eyebrow}
+          </Text>
         ) : null}
+        <Text style={{ color: colors.text, fontSize: 25, lineHeight: 30, fontWeight: "900" }} numberOfLines={2}>
+          {itemTitle(item)}
+        </Text>
       </View>
-      {children}
+    </View>
+  );
+
+  return (
+    <View style={styles.heroCard}>
+      {images.length > 0 ? (
+        <DetailImageCarousel
+          images={images}
+          activeIndex={activeImageIndex}
+          onIndexChange={onIndexChange}
+          onPressImage={onPressImage}
+          overlay={overlay}
+        />
+      ) : (
+        <View style={styles.imagePlaceholder}>
+          <Ionicons name="image-outline" size={28} color={colors.textSecondary} />
+          <Text style={{ color: colors.textSecondary, fontWeight: "800", marginTop: 8 }}>
+            No photo
+          </Text>
+          {overlay}
+        </View>
+      )}
     </View>
   );
 }
@@ -333,131 +971,73 @@ export default function ItemDetailsScreen() {
   const layout = useResponsiveLayout();
   const styles = useMemo(() => createStyles(colors), [colors]);
   const uid = user?.uid ?? null;
-  const { id, sourceTab } = useLocalSearchParams<{ id: string; sourceTab?: string }>();
+  const { id, sourceTab, sourceRoute } = useLocalSearchParams<{
+    id: string;
+    sourceTab?: string;
+    sourceRoute?: string;
+  }>();
   const itemId = useMemo(() => (Array.isArray(id) ? id[0] : id), [id]);
   const resolvedSourceTab = useMemo(() => {
     const value = Array.isArray(sourceTab) ? sourceTab[0] : sourceTab;
-    if (value === "closet" || value === "index" || value === "ai" || value === "calendar" || value === "profile") {
+    if (
+      value === "closet" ||
+      value === "index" ||
+      value === "ai" ||
+      value === "calendar" ||
+      value === "profile" ||
+      value === "laundry" ||
+      value === "aura"
+    ) {
       return value;
     }
     return null;
   }, [sourceTab]);
-
-  function navigateBackToSource() {
-    if (resolvedSourceTab) {
-      const destination =
-        resolvedSourceTab === "index"
-          ? "/"
-          : (`/(tabs)/${resolvedSourceTab}` as "/(tabs)/closet" | "/(tabs)/ai" | "/(tabs)/calendar" | "/(tabs)/profile");
-      router.replace({
-        pathname: destination,
-      });
-      return;
+  const resolvedSourceRoute = useMemo(() => {
+    const value = Array.isArray(sourceRoute) ? sourceRoute[0] : sourceRoute;
+    if (
+      value === "/" ||
+      value === "/(tabs)/closet" ||
+      value === "/(tabs)/ai" ||
+      value === "/(tabs)/calendar" ||
+      value === "/(tabs)/profile" ||
+      value === "/(tabs)/laundry"
+    ) {
+      return value;
     }
-    router.back();
-  }
+    return null;
+  }, [sourceRoute]);
+  const itemFallbackRoute = useMemo(() => {
+    if (resolvedSourceRoute) return resolvedSourceRoute;
+    if (resolvedSourceTab === "index") return "/" as const;
+    if (resolvedSourceTab === "ai" || resolvedSourceTab === "aura") return "/(tabs)/ai" as const;
+    if (resolvedSourceTab === "calendar") return "/(tabs)/calendar" as const;
+    if (resolvedSourceTab === "profile") return "/(tabs)/profile" as const;
+    if (resolvedSourceTab === "laundry") return "/(tabs)/laundry" as const;
+    return "/(tabs)/closet" as const;
+  }, [resolvedSourceRoute, resolvedSourceTab]);
 
   const [item, setItem] = useState<ItemDetails | null>(null);
   const [loading, setLoading] = useState(true);
   const [actionLoading, setActionLoading] = useState(false);
-  const [colorSaving, setColorSaving] = useState(false);
-  const [colorSavedAt, setColorSavedAt] = useState<number | null>(null);
   const [detailImageOpen, setDetailImageOpen] = useState(false);
   const [activeImageIndex, setActiveImageIndex] = useState(0);
-  const [patternDraft, setPatternDraft] = useState("");
-  const [materialDraft, setMaterialDraft] = useState("");
-  const [footerHeight, setFooterHeight] = useState(0);
-  const itemImageUri = getItemImageUrl(item, { variant: "hero" });
+  const [actionMenuVisible, setActionMenuVisible] = useState(false);
   const detailImages = useMemo(() => getItemDetailImages(item), [item]);
-  const imagePresentation = getItemImagePresentation(item, {
-    surface: "item_detail",
-  });
-  const imageDecoration = getItemImageDecoration(item, "item_detail");
-  const footerOffset = layout.composerOffset;
-  const quickFacts = item
-    ? [
-        { label: "Category", value: formatValue(item.category) },
-        { label: "Sub-category", value: formatValue(item.subCategory) },
-        { label: "Size", value: formatValue(item.size) },
-        {
-          label: "Laundry",
-          value: LAUNDRY_STATUS_LABELS[normalizeLaundryStatus(item)],
-          tone: normalizeLaundryStatus(item) === "in_laundry" ? ("danger" as const) : ("default" as const),
-        },
-        { label: "Last worn", value: formatDate(item.lastWornDate) },
-        {
-          label: "Last washed",
-          value: formatDateOrNotSet(item.lastWashedAt ?? item.lastWashedDate),
-        },
-      ]
-    : [];
-  const aiFacts = item
-    ? [
-        {
-          label: "Ingestion",
-          value:
-            ingestionStatusLabel(item) === "done"
-              ? "Complete"
-              : ingestionStatusLabel(item) === "failed"
-                ? "Failed"
-                : ingestionStatusLabel(item) === "processing"
-                  ? "Processing"
-                  : "Pending",
-          tone:
-            ingestionStatusLabel(item) === "done"
-              ? ("success" as const)
-              : ingestionStatusLabel(item) === "failed"
-                ? ("danger" as const)
-                : ("default" as const),
-        },
-        { label: "Source", value: formatValue(item.colorSource || "ai") },
-        {
-          label: "Classification",
-          value: `${formatValue(item.category)} / ${formatValue(item.subCategory)}`,
-        },
-        {
-          label: "Detected colors",
-          value: formatValue(item.colorLabel || item.colors?.join(" / ")),
-        },
-      ]
-    : [];
+  const productUrl = useMemo(() => productUrlForItem(item), [item]);
+
+  function navigateBackToSource() {
+    if (resolvedSourceTab) {
+      router.replace(itemFallbackRoute);
+      return;
+    }
+    safeGoBack("/(tabs)/closet");
+  }
 
   useEffect(() => {
     if (activeImageIndex <= Math.max(detailImages.length - 1, 0)) return;
     setActiveImageIndex(0);
   }, [activeImageIndex, detailImages.length]);
 
-  useEffect(() => {
-    if (!itemImageUri) return;
-    const baseUri = itemImageUri.split("?")[0]?.toLowerCase() ?? "";
-    const kind = baseUri.endsWith(".png")
-      ? "png"
-      : baseUri.endsWith(".jpg") || baseUri.endsWith(".jpeg")
-        ? "jpg"
-        : "unknown";
-    if (__DEV__) {
-      console.log("[ItemScreen] displaying image URI:", itemImageUri);
-      console.log("[ItemScreen] displayed image suffix:", kind);
-    }
-  }, [itemImageUri]);
-
-  useEffect(() => {
-    if (!item) return;
-    setPatternDraft(item.pattern ?? "");
-    setMaterialDraft(item.material ?? "");
-    if (__DEV__) {
-      console.log("[ItemScreen] image fields:", {
-        itemId: item.id,
-        photos: item.photos ?? null,
-        photoUrl: item.photoUrl ?? null,
-        photoUri: item.photoUri ?? null,
-        cleanedUrl: (item as any).cleanedUrl ?? null,
-        cleanedPhotoUrl: (item as any).cleanedPhotoUrl ?? null,
-        selectedImageUri: itemImageUri,
-      });
-    }
-  }, [item, itemImageUri]);
-
   useEffect(() => {
     if (!uid || !itemId) {
       if (!uid) router.replace("/(auth)/login");
@@ -472,7 +1052,7 @@ export default function ItemDetailsScreen() {
         if (!snap.exists()) {
           setItem(null);
         } else {
-          setItem({ id: snap.id, ...(snap.data() as any) });
+          setItem({ id: snap.id, ...(snap.data() as Omit<ItemDetails, "id">) });
         }
         setLoading(false);
       },
@@ -482,31 +1062,12 @@ export default function ItemDetailsScreen() {
         }
         Alert.alert("Error", err.message);
         setLoading(false);
-      }
+      },
     );
 
     return () => unsub();
   }, [itemId, uid]);
 
-  async function onMarkWorn() {
-    if (!uid || !itemId) return router.replace("/(auth)/login");
-    if (item?.status === "IN_LAUNDRY") return;
-
-    try {
-      setActionLoading(true);
-      await safeMarkWorn(uid, itemId);
-      void runHaptic("light");
-      Toast.success("Marked worn", "Wear count updated.");
-    } catch (e: any) {
-      if (__DEV__) {
-        console.log(e);
-      }
-      Toast.error("Update failed", e?.message ?? "Failed to mark item as worn");
-    } finally {
-      setActionLoading(false);
-    }
-  }
-
   async function onSendToLaundry() {
     if (!uid || !itemId) return router.replace("/(auth)/login");
 
@@ -515,11 +1076,12 @@ export default function ItemDetailsScreen() {
       await sendToLaundry(uid, itemId);
       void runHaptic("light");
       Toast.laundryUpdated("Piece moved to laundry.");
-    } catch (e: any) {
+    } catch (e: unknown) {
+      const message = e instanceof Error ? e.message : "Failed to send item to laundry";
       if (__DEV__) {
         console.log(e);
       }
-      Toast.error("Laundry update failed", e?.message ?? "Failed to send item to laundry");
+      Toast.error("Laundry update failed", message);
     } finally {
       setActionLoading(false);
     }
@@ -532,23 +1094,14 @@ export default function ItemDetailsScreen() {
       await markNeedsWash(uid, itemId);
       void runHaptic("light");
       Toast.laundryUpdated("Piece marked needs wash.");
-    } catch (e: any) {
+    } catch (e: unknown) {
+      const message = e instanceof Error ? e.message : "Failed to mark item as needs wash";
       if (__DEV__) {
         console.log(e);
       }
-      Toast.error("Laundry update failed", e?.message ?? "Failed to mark item as needs wash");
+      Toast.error("Laundry update failed", message);
     } finally {
-      setActionLoading(false);
-    }
-  }
-
-  function onLaundryStatusPress(status: LaundryStatus) {
-    if (status === "clean") {
-      onConfirmWashed();
-    } else if (status === "in_laundry") {
-      void onSendToLaundry();
-    } else {
-      void onMarkNeedsWash();
+      setActionLoading(false);
     }
   }
 
@@ -565,11 +1118,12 @@ export default function ItemDetailsScreen() {
             await markWashedItem(uid, itemId);
             void runHaptic("light");
             Toast.laundryUpdated("Piece is clean and ready.");
-          } catch (e: any) {
+          } catch (e: unknown) {
+            const message = e instanceof Error ? e.message : "Failed to mark item as washed";
             if (__DEV__) {
               console.log(e);
             }
-            Toast.error("Laundry update failed", e?.message ?? "Failed to mark item as washed");
+            Toast.error("Laundry update failed", message);
           } finally {
             setActionLoading(false);
           }
@@ -578,528 +1132,531 @@ export default function ItemDetailsScreen() {
     ]);
   }
 
+  function onLaundryStatusPress(status: LaundryStatus) {
+    if (!item || normalizeLaundryStatus(item) === status) return;
+    if (status === "clean") {
+      onConfirmWashed();
+    } else if (status === "in_laundry") {
+      void onSendToLaundry();
+    } else {
+      void onMarkNeedsWash();
+    }
+  }
+
   async function onDelete() {
     if (!uid || !itemId) return router.replace("/(auth)/login");
 
-    Alert.alert(
-      "Delete item?",
-      "This will remove the item from your wardrobe.",
-      [
-        { text: "Cancel", style: "cancel" },
-        {
-          text: "Delete",
-          style: "destructive",
-          onPress: async () => {
-            try {
-              await deleteDoc(doc(db, "users", uid, "items", itemId));
-              navigateBackToSource();
-            } catch (e: any) {
-              if (__DEV__) {
-                console.log(e);
-              }
-              Alert.alert("Error", e?.message ?? "Failed to delete");
+    Alert.alert("Delete item?", "This will remove the item from your wardrobe.", [
+      { text: "Cancel", style: "cancel" },
+      {
+        text: "Delete",
+        style: "destructive",
+        onPress: async () => {
+          try {
+            await deleteDoc(doc(db, "users", uid, "items", itemId));
+            navigateBackToSource();
+          } catch (e: unknown) {
+            const message = e instanceof Error ? e.message : "Failed to delete";
+            if (__DEV__) {
+              console.log(e);
             }
-          },
+            Alert.alert("Error", message);
+          }
         },
-      ]
-    );
+      },
+    ]);
   }
 
   function onEdit() {
+    if (!itemId) return;
     router.push({
       pathname: "/(tabs)/add",
-      params: { editId: itemId },
+      params: {
+        editId: itemId,
+        sourceItemId: itemId,
+        sourceRoute: "/(tabs)/item/[id]",
+      },
     });
   }
 
   function onOpenOverflowMenu() {
-    Alert.alert("Item actions", undefined, [
-      { text: "Edit", onPress: onEdit },
-      { text: "Delete", style: "destructive", onPress: onDelete },
-      { text: "Cancel", style: "cancel" },
-    ]);
+    void runHaptic("selection");
+    setActionMenuVisible(true);
   }
 
-  async function onSelectColor(color: string) {
-    if (!uid || !itemId) return router.replace("/(auth)/login");
-    try {
-      setColorSaving(true);
-      await updateDoc(doc(db, "users", uid, "items", itemId), {
-        colors: [color],
-        colorLabel: toTitleCase(color),
-        primaryColor: toTitleCase(color),
-        colorSource: "user",
-        colorUpdatedAt: Date.now(),
-        colorNeedsReview: false,
-        colorConfidence: 1,
-      });
-      setColorSavedAt(Date.now());
-    } catch (e: any) {
-      if (__DEV__) {
-        console.log(e);
-      }
-      Alert.alert("Error", e?.message ?? "Failed to save color");
-    } finally {
-      setColorSaving(false);
-    }
+  function onStyleWithAura(currentItem: ItemDetails) {
+    router.push({
+      pathname: "/(tabs)/ai",
+      params: {
+        prompt: auraPromptForItem(currentItem),
+        promptKey: `item-${currentItem.id}-${Date.now()}`,
+      },
+    });
   }
 
-  async function onResetToAI() {
-    if (!uid || !itemId) return router.replace("/(auth)/login");
-    const currentIngestionStatus = ingestionStatusLabel(item);
-    if (currentIngestionStatus === "processing" || currentIngestionStatus === "done") {
-      Alert.alert("AI already complete", "Ingestion is already active or completed for this item.");
+  function onAddToOutfit() {
+    if (!itemId) return;
+    router.push({
+      pathname: "/(tabs)/studio",
+      params: {
+        itemId,
+        sourceRoute: "/(tabs)/item/[id]",
+      },
+    });
+  }
+
+  async function onOpenProductUrl(url: string) {
+    if (!isValidHttpUrl(url)) {
+      Toast.error("Link unavailable", "This product link is not valid.");
       return;
     }
     try {
-      setColorSaving(true);
-      await updateDoc(doc(db, "users", uid, "items", itemId), {
-        colorSource: "ai",
-        colorUpdatedAt: Date.now(),
-        "ingestion.status": "pending",
-        "ingestion.lastProcessedPhotoHash": deleteField(),
-      });
-      setColorSavedAt(Date.now());
-    } catch (e: any) {
-      if (__DEV__) {
-        console.log(e);
-      }
-      Alert.alert("Error", e?.message ?? "Failed to reset AI color");
-    } finally {
-      setColorSaving(false);
+      await Linking.openURL(url);
+    } catch (e: unknown) {
+      const message = e instanceof Error ? e.message : "Could not open that product link.";
+      Toast.error("Could not open link", message);
     }
   }
 
-  async function saveField(field: "pattern" | "material", value: string | null) {
-    if (!uid || !itemId) return router.replace("/(auth)/login");
+  async function onShareItem(currentItem: ItemDetails) {
+    const message = shareMessageForItem(currentItem, productUrl);
     try {
-      await updateDoc(doc(db, "users", uid, "items", itemId), {
-        [field]: value,
+      void runHaptic("light");
+      await Share.share({
+        title: itemTitle(currentItem),
+        message,
+        ...(productUrl ? { url: productUrl } : {}),
       });
-    } catch (e: any) {
-      if (__DEV__) {
-        console.log(e);
-      }
-      Alert.alert("Error", e?.message ?? `Failed to update ${field}`);
+    } catch (e: unknown) {
+      const errorMessage = e instanceof Error ? e.message : "Could not share this item.";
+      Toast.error("Share failed", errorMessage);
     }
   }
 
+  const renderContent = () => {
+    if (loading) {
+      return (
+        <View style={{ alignItems: "center", justifyContent: "center", paddingVertical: 64, gap: 12 }}>
+          <ActivityIndicator color={colors.text} />
+          <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>Loading item...</Text>
+        </View>
+      );
+    }
+
+    if (!item) {
+      return (
+        <View style={styles.card}>
+          <Text style={[auraTypography.cardTitle, { color: colors.text }]}>Item not found</Text>
+          <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
+            This closet item may have been removed.
+          </Text>
+        </View>
+      );
+    }
+
+    const status = normalizeLaundryStatus(item);
+    const detailGroups = buildDetailGroups(item);
+    const productSourceLabel = productUrl ? sourceLabelForItem(item) || domainFromUrl(productUrl) : "";
+
+    return (
+      <>
+        <View style={styles.heroBlock}>
+          <ProductHeroCard
+            item={item}
+            images={detailImages}
+            activeImageIndex={activeImageIndex}
+            onIndexChange={setActiveImageIndex}
+            onPressImage={() => setDetailImageOpen(true)}
+          />
+          <HeroMetadataSummary item={item} />
+        </View>
+
+        <View style={styles.actionStack}>
+          <ActionButton
+            label="Style with AURA"
+            icon="sparkles-outline"
+            variant="primary"
+            onPress={() => onStyleWithAura(item)}
+            accessibilityLabel="Style this item with AURA"
+          />
+          <ActionButton
+            label="Add to Outfit"
+            icon="shirt-outline"
+            variant="secondary"
+            onPress={onAddToOutfit}
+            accessibilityLabel="Add this item to an outfit"
+          />
+          <View style={styles.tertiaryActionRow}>
+            <ActionButton
+              label="Share"
+              icon="share-outline"
+              variant="tertiary"
+              onPress={() => void onShareItem(item)}
+              accessibilityLabel="Share this item"
+            />
+            {productUrl ? (
+              <ActionButton
+                label="View product"
+                icon="open-outline"
+                variant="tertiary"
+                onPress={() => void onOpenProductUrl(productUrl)}
+                accessibilityLabel="View original product"
+              />
+            ) : null}
+          </View>
+        </View>
+
+        <View style={styles.sectionBlock}>
+          <View style={styles.statusControl}>
+            {STATUS_OPTIONS.map((option) => {
+              const selected = status === option;
+              return (
+                <AuraPressable
+                  key={option}
+                  onPress={() => onLaundryStatusPress(option)}
+                  disabled={actionLoading || selected}
+                  haptic="selection"
+                  hapticTrigger="press"
+                  pressedScale={0.97}
+                  disabledOpacity={selected ? 1 : 0.58}
+                  accessibilityRole="button"
+                  accessibilityLabel={`Set status to ${LAUNDRY_STATUS_LABELS[option]}`}
+                  accessibilityState={{ selected, disabled: actionLoading || selected }}
+                  style={[
+                    styles.statusSegment,
+                    selected ? styles.selectedStatusSegment : styles.unselectedStatusSegment,
+                  ]}
+                >
+                  <Text
+                    numberOfLines={1}
+                    adjustsFontSizeToFit
+                    minimumFontScale={0.78}
+                    style={{
+                      color: selected ? colors.primaryText : colors.textSecondary,
+                      fontSize: 12,
+                      fontWeight: "900",
+                    }}
+                  >
+                    {LAUNDRY_STATUS_LABELS[option]}
+                  </Text>
+                </AuraPressable>
+              );
+            })}
+          </View>
+        </View>
+
+        <View style={styles.insightCard}>
+          <View style={styles.insightHeader}>
+            <View style={styles.insightIcon}>
+              <Ionicons name="sparkles-outline" size={16} color={colors.ctaCream} />
+            </View>
+            <View style={{ flex: 1, gap: 4 }}>
+              <Text style={{ color: colors.text, fontSize: 15.5, lineHeight: 20, fontWeight: "900" }}>
+                Styling read
+              </Text>
+              <Text
+                numberOfLines={2}
+                style={{ color: colors.textSecondary, fontSize: 13.5, lineHeight: 19, fontWeight: "600" }}
+              >
+                {auraInsightForItem(item)}
+              </Text>
+            </View>
+          </View>
+          <View style={styles.insightButtonRow}>
+            <AuraPressable
+              onPress={() => onStyleWithAura(item)}
+              haptic="light"
+              hapticTrigger="press"
+              pressedScale={0.98}
+              accessibilityRole="button"
+              accessibilityLabel="Ask AURA about this item"
+              style={[
+                auraButtonStyle(colors, "primary"),
+                styles.insightButton,
+              ]}
+            >
+              <Text style={[auraButtonTextStyle(colors, "primary"), { fontSize: 13 }]}>
+                Ask AURA
+              </Text>
+            </AuraPressable>
+            <AuraPressable
+              onPress={onAddToOutfit}
+              haptic="light"
+              hapticTrigger="press"
+              pressedScale={0.98}
+              accessibilityRole="button"
+              accessibilityLabel="Build an outfit with this item"
+              style={[
+                auraButtonStyle(colors, "secondary", false, "compact"),
+                styles.insightButton,
+              ]}
+            >
+              <Text style={[auraButtonTextStyle(colors, "secondary"), { fontSize: 13 }]}>
+                Build outfit
+              </Text>
+            </AuraPressable>
+          </View>
+        </View>
+
+        {detailGroups.length ? (
+          <View style={styles.detailGroups}>
+            {detailGroups.map((group) => (
+              <DetailGroupBlock key={group.title} group={group} />
+            ))}
+          </View>
+        ) : null}
+
+        {productUrl ? (
+          <View style={styles.sectionBlock}>
+            <View style={{ gap: 10 }}>
+              {productSourceLabel ? (
+                <Text selectable style={{ color: colors.textPrimary, fontSize: 14.5, lineHeight: 20, fontWeight: "800" }}>
+                  {productSourceLabel}
+                </Text>
+              ) : null}
+              <AuraPressable
+                onPress={() => void onOpenProductUrl(productUrl)}
+                haptic="light"
+                hapticTrigger="press"
+                pressedScale={0.98}
+                accessibilityRole="button"
+                accessibilityLabel="View original product"
+                style={styles.productSourceButton}
+              >
+                <Text style={auraButtonTextStyle(colors, "secondary")}>
+                  View original product
+                </Text>
+                <Ionicons name="arrow-forward" size={16} color={colors.textPrimary} />
+              </AuraPressable>
+            </View>
+          </View>
+        ) : null}
+      </>
+    );
+  };
+
   return (
-    <SafeScreen backgroundColor={colors.background} includeBottomInset={false}>
+    <SafeScreen backgroundColor={colors.background} includeTopInset={false} includeBottomInset={false}>
       <ItemImageModal
         visible={detailImageOpen}
         images={detailImages}
         initialIndex={activeImageIndex}
         onClose={() => setDetailImageOpen(false)}
       />
-      <ScrollView
-        contentContainerStyle={{
-          paddingHorizontal: layout.horizontalPadding,
-          paddingTop: 0,
-          paddingBottom: footerHeight > 0 ? footerHeight + 24 : layout.bottomDockPadding + 96,
-          gap: 16,
+      <ActionMenuModal
+        visible={actionMenuVisible}
+        onClose={() => setActionMenuVisible(false)}
+        onEdit={() => {
+          setActionMenuVisible(false);
+          onEdit();
         }}
-      >
-        <View
-          style={{
-            flexDirection: "row",
-            justifyContent: "space-between",
-            alignItems: "center",
-            minHeight: 40,
-          }}
-        >
-          <Pressable
-            onPress={navigateBackToSource}
-            style={[styles.pill, { backgroundColor: colors.surface, borderColor: colors.border }]}
-          >
-            <Text style={[styles.pillText, { color: colors.text }]}>Back</Text>
-          </Pressable>
-          <Text style={{ fontSize: 20, fontWeight: "900", color: colors.text }}>Item</Text>
+        onShare={() => {
+          if (!item) return;
+          setActionMenuVisible(false);
+          setTimeout(() => {
+            void onShareItem(item);
+          }, 120);
+        }}
+        onDelete={() => {
+          setActionMenuVisible(false);
+          setTimeout(() => {
+            void onDelete();
+          }, 160);
+        }}
+      />
+      <AuraSubpageHeader
+        title="Item"
+        eyebrow="CLOSET"
+        onBack={navigateBackToSource}
+        fallbackRoute="/(tabs)/closet"
+        rightAction={
           <Pressable
             onPress={onOpenOverflowMenu}
-            style={[
-              styles.pill,
+            accessibilityRole="button"
+            accessibilityLabel="Open item actions"
+            style={({ pressed }) => [
               {
                 minWidth: 44,
+                minHeight: 44,
+                borderRadius: 999,
                 alignItems: "center",
                 justifyContent: "center",
                 backgroundColor: colors.surface,
+                borderWidth: 1,
                 borderColor: colors.border,
+                opacity: pressed ? 0.72 : 1,
               },
             ]}
           >
-            <Text style={[styles.pillText, { fontSize: 20, lineHeight: 20, color: colors.text }]}>⋯</Text>
+            <Ionicons name="ellipsis-horizontal" size={22} color={colors.text} />
           </Pressable>
-        </View>
+        }
+      />
+      <ScrollView
+        contentInsetAdjustmentBehavior="automatic"
+        showsVerticalScrollIndicator={false}
+        contentContainerStyle={{
+          paddingHorizontal: layout.horizontalPadding,
+          paddingTop: 8,
+          paddingBottom: layout.bottomDockPadding + 56,
+          gap: 24,
+        }}
+      >
+        {renderContent()}
+      </ScrollView>
+    </SafeScreen>
+  );
+}
 
-        {loading ? (
-          <Text style={{ color: colors.textSecondary }}>Loading…</Text>
-        ) : !item ? (
-          <Text style={{ color: colors.textSecondary }}>Item not found.</Text>
-        ) : (
-          <>
-            <SectionCard title="Product view" subtitle="Tap the image to inspect the full asset.">
-              {detailImages.length > 0 ? (
-                <DetailImageCarousel
-                  images={detailImages}
-                  activeIndex={activeImageIndex}
-                  onIndexChange={setActiveImageIndex}
-                  onPressImage={() => setDetailImageOpen(true)}
-                  containerAspectRatio={imagePresentation.containerAspectRatio}
-                  imageStyle={imagePresentation.imageStyle}
-                  imageDecoration={imageDecoration}
-                />
-              ) : (
-                <View style={styles.imagePlaceholder}>
-                  <Text style={{ color: colors.textSecondary, fontWeight: "800" }}>No photo</Text>
-                </View>
-              )}
+function ActionMenuModal({
+  visible,
+  onClose,
+  onEdit,
+  onShare,
+  onDelete,
+}: {
+  visible: boolean;
+  onClose: () => void;
+  onEdit: () => void;
+  onShare: () => void;
+  onDelete: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const styles = useMemo(() => createStyles(colors), [colors]);
+  const { width } = useWindowDimensions();
+  const insets = useSafeAreaInsets();
+  const menuWidth = Math.min(width - 32, 420);
+
+  function closeWithHaptic() {
+    void runHaptic("selection");
+    onClose();
+  }
+
+  return (
+    <Modal visible={visible} transparent animationType="slide" onRequestClose={closeWithHaptic}>
+      <View style={[styles.actionMenuBackdrop, { paddingBottom: Math.max(insets.bottom, 16) }]}>
+        <Pressable style={StyleSheet.absoluteFill} onPress={closeWithHaptic} />
+        <View style={[styles.actionMenuCard, { width: menuWidth }]}>
+          <BlurView intensity={34} tint="dark" style={StyleSheet.absoluteFill} />
+          <View style={styles.actionMenuSurface}>
+            <View style={styles.actionMenuHandle} />
 
-              <View style={{ gap: 6, marginTop: 14 }}>
-                <Text style={{ fontSize: 20, fontWeight: "900", color: colors.text }}>
-                  {item.name || `${item.primaryColor ?? ""} ${item.category}`}
+            <AuraPressable
+              onPress={() => {
+                void runHaptic("light");
+                onEdit();
+              }}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.98}
+              accessibilityRole="button"
+              accessibilityLabel="Edit item"
+              style={styles.actionMenuButton}
+            >
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
+                <Ionicons name="create-outline" size={17} color={colors.ctaCream} />
+                <Text style={{ color: colors.textPrimary, fontSize: 14.5, fontWeight: "900" }}>
+                  Edit Item
                 </Text>
-                {item.brand ? (
-                  <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>{item.brand}</Text>
-                ) : null}
-                {item.colorLabel || item.colors?.length ? (
-                  <Text style={{ color: colors.textSecondary, fontSize: 14 }}>
-                    {item.colorLabel || item.colors?.join(" / ") || "—"}
-                  </Text>
-                ) : null}
-              </View>
-            </SectionCard>
-
-            <SectionCard title="Quick facts">
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
-                {quickFacts.map((fact) => (
-                  <QuickFact
-                    key={fact.label}
-                    label={fact.label}
-                    value={fact.value}
-                    tone={fact.tone}
-                  />
-                ))}
-                <QuickFact
-                  label="Wears since wash"
-                  value={String(item.wearCountSinceWash ?? 0)}
-                />
-                {typeof item.priceAmount === "number" || typeof item.price === "number" ? (
-                  <QuickFact
-                    label="Price"
-                    value={`${item.priceCurrency || "USD"} ${item.priceAmount ?? item.price}`}
-                  />
-                ) : null}
-                {item.purchaseDate ? (
-                  <QuickFact label="Purchased" value={item.purchaseDate} />
-                ) : null}
-              </View>
-                {item.notes ? (
-                <View style={{ marginTop: 12, gap: 4 }}>
-                  <Text
-                    style={{
-                      color: colors.textSecondary,
-                      fontSize: 12,
-                      fontWeight: "700",
-                      textTransform: "uppercase",
-                    }}
-                  >
-                    Notes
-                  </Text>
-                  <Text style={{ color: colors.text, lineHeight: 20 }}>{item.notes}</Text>
-                </View>
-              ) : null}
-            </SectionCard>
-
-            <SectionCard title="Laundry status" subtitle="This feeds Closet, Home, outfit generation, and AURA chat.">
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                {(["needs_wash", "in_laundry", "clean"] as LaundryStatus[]).map((status) => {
-                  const selected = normalizeLaundryStatus(item) === status;
-                  return (
-                    <AuraPressable
-                      key={status}
-                      onPress={() => onLaundryStatusPress(status)}
-                      disabled={actionLoading || selected}
-                      haptic="selection"
-                      hapticTrigger="press"
-                      pressedScale={0.96}
-                      pressedOpacity={0.84}
-                      disabledOpacity={0.72}
-                      style={[
-                        {
-                          borderRadius: 999,
-                          paddingHorizontal: 12,
-                          paddingVertical: 9,
-                        },
-                        selected ? styles.selectedLaundryPill : styles.unselectedLaundryPill,
-                      ]}
-                    >
-                      <Text style={{ color: selected ? colors.ctaText : colors.text, fontWeight: "900" }}>
-                        {LAUNDRY_STATUS_LABELS[status]}
-                      </Text>
-                    </AuraPressable>
-                  );
-                })}
               </View>
-            </SectionCard>
+              <Ionicons name="chevron-forward" size={15} color="rgba(251,228,216,0.36)" />
+            </AuraPressable>
 
-            <SectionCard
-              title="AI details"
-              subtitle="What the extraction pipeline inferred and how this item is currently classified."
+            <AuraPressable
+              onPress={() => {
+                void runHaptic("light");
+                onShare();
+              }}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.98}
+              accessibilityRole="button"
+              accessibilityLabel="Share item"
+              style={styles.actionMenuButton}
             >
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
-                {aiFacts.map((fact) => (
-                  <QuickFact
-                    key={fact.label}
-                    label={fact.label}
-                    value={fact.value}
-                    tone={fact.tone}
-                  />
-                ))}
-              </View>
-              {ingestionStatusLabel(item) === "failed" ? (
-                <Text style={{ color: colors.danger, fontWeight: "700", marginTop: 12 }}>
-                  Couldn&apos;t analyze, you can edit manually.
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
+                <Ionicons name="share-outline" size={17} color={colors.ctaCream} />
+                <Text style={{ color: colors.textPrimary, fontSize: 14.5, fontWeight: "900" }}>
+                  Share Item
                 </Text>
-              ) : null}
-              {item.colorNeedsReview && item.colorSource !== "user" ? (
-                <View style={styles.warningBox}>
-                  <Text style={{ color: colors.warning, fontWeight: "700", lineHeight: 20 }}>
-                    Color check: AI said {item.aiColorLabel || "—"}, pixels suggest{" "}
-                    {toTitleCase(item.pixelColors?.[0] || "—")}. Confirm a color below if needed.
-                  </Text>
-                </View>
-              ) : null}
-            </SectionCard>
+              </View>
+              <Ionicons name="chevron-forward" size={15} color="rgba(251,228,216,0.36)" />
+            </AuraPressable>
 
-            <SectionCard
-              title="Editable attributes"
-              subtitle="Fine-tune the saved details without changing the rest of the item record."
+            <View style={{ height: StyleSheet.hairlineWidth, backgroundColor: "rgba(251,228,216,0.08)" }} />
+
+            <AuraPressable
+              onPress={() => {
+                void runHaptic("warning");
+                onDelete();
+              }}
+              pressedScale={0.98}
+              accessibilityRole="button"
+              accessibilityLabel="Delete item"
+              style={[
+                styles.actionMenuButton,
+                {
+                  backgroundColor: "rgba(255,77,79,0.08)",
+                  borderColor: "rgba(255,77,79,0.18)",
+                },
+              ]}
             >
-              <View style={{ gap: 16 }}>
-                <View style={{ gap: 8 }}>
-                  <Text style={{ color: colors.text, fontWeight: "800" }}>Pattern</Text>
-                  <View style={{ flexDirection: "row", gap: 8, alignItems: "center" }}>
-                    <AuraPressable
-                      onPress={() => {
-                        setPatternDraft("");
-                        void saveField("pattern", null);
-                      }}
-                      haptic="selection"
-                      hapticTrigger="press"
-                      pressedScale={0.97}
-                      style={[styles.pill, { borderColor: colors.border, backgroundColor: colors.inputBackground }]}
-                    >
-                      <Text style={[styles.pillText, { color: colors.text }]}>Auto (AI)</Text>
-                    </AuraPressable>
-                    <TextInput
-                      value={patternDraft}
-                      onChangeText={setPatternDraft}
-                      onEndEditing={() => void saveField("pattern", patternDraft.trim() || null)}
-                      placeholder={item.pattern || "Auto (AI)"}
-                      placeholderTextColor={colors.textSecondary}
-                      style={[styles.textInput, { flex: 1, borderColor: colors.border }]}
-                    />
-                  </View>
-                </View>
-                <View style={{ gap: 8 }}>
-                  <Text style={{ color: colors.text, fontWeight: "800" }}>Material</Text>
-                  <View style={{ flexDirection: "row", gap: 8, alignItems: "center" }}>
-                    <AuraPressable
-                      onPress={() => {
-                        setMaterialDraft("");
-                        void saveField("material", null);
-                      }}
-                      haptic="selection"
-                      hapticTrigger="press"
-                      pressedScale={0.97}
-                      style={[styles.pill, { borderColor: colors.border, backgroundColor: colors.inputBackground }]}
-                    >
-                      <Text style={[styles.pillText, { color: colors.text }]}>Auto (AI)</Text>
-                    </AuraPressable>
-                    <TextInput
-                      value={materialDraft}
-                      onChangeText={setMaterialDraft}
-                      onEndEditing={() => void saveField("material", materialDraft.trim() || null)}
-                      placeholder={item.material || "Auto (AI)"}
-                      placeholderTextColor={colors.textSecondary}
-                      style={[styles.textInput, { flex: 1, borderColor: colors.border }]}
-                    />
-                  </View>
-                </View>
-                <View style={{ gap: 8 }}>
-                  <Text style={{ color: colors.text, fontWeight: "800" }}>Color correction</Text>
-                  <Text style={{ color: colors.textSecondary }}>
-                    Detected: {item.colorLabel || item.colors?.join(" / ") || "—"}. Tap to correct:
-                  </Text>
-                  <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                    {ALLOWED_COLORS.map((color) => {
-                      const isSelected = (item.colors?.[0] || "").toLowerCase() === color;
-                      return (
-                        <Pressable
-                          key={color}
-                          onPress={() => onSelectColor(color)}
-                          disabled={colorSaving}
-                          style={{
-                            paddingVertical: 7,
-                            paddingHorizontal: 11,
-                            borderRadius: 999,
-                            borderWidth: 1,
-                            borderColor: isSelected ? colors.text : colors.borderStrong,
-                            backgroundColor: isSelected ? colors.text : colors.chipBackground,
-                            opacity: colorSaving ? 0.65 : 1,
-                          }}
-                        >
-                          <Text
-                            style={{ color: isSelected ? colors.background : colors.text, fontWeight: "700" }}
-                          >
-                            {toTitleCase(color)}
-                          </Text>
-                        </Pressable>
-                      );
-                    })}
-                  </View>
-                  <View style={{ flexDirection: "row", alignItems: "center", gap: 10, flexWrap: "wrap" }}>
-                    {item.colorSource === "user" ? (
-                      <AuraPressable
-                        onPress={onResetToAI}
-                        disabled={colorSaving}
-                        haptic="selection"
-                        hapticTrigger="press"
-                        pressedScale={0.97}
-                        disabledOpacity={0.65}
-                        style={{
-                          alignSelf: "flex-start",
-                          paddingVertical: 6,
-                          paddingHorizontal: 10,
-                          borderRadius: 999,
-                          borderWidth: 1,
-                          borderColor: colors.borderStrong,
-                          backgroundColor: colors.chipBackground,
-                        }}
-                      >
-                        <Text style={{ color: colors.text, fontWeight: "700" }}>Reset to AI</Text>
-                      </AuraPressable>
-                    ) : null}
-                    {colorSavedAt ? (
-                      <Text style={{ color: colors.success, fontSize: 12, fontWeight: "700" }}>Saved</Text>
-                    ) : null}
-                  </View>
-                </View>
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
+                <Ionicons name="trash-outline" size={17} color="rgba(239,163,163,0.86)" />
+                <Text style={{ color: "rgba(239,163,163,0.92)", fontSize: 14.5, fontWeight: "900" }}>
+                  Delete Item
+                </Text>
               </View>
-            </SectionCard>
-          </>
-        )}
-      </ScrollView>
-      {!loading && item ? (
-        <View
-          style={[
-            styles.footer,
-            {
-              paddingHorizontal: layout.horizontalPadding,
-              paddingBottom: footerOffset,
-            },
-          ]}
-          onLayout={(event) => {
-            const nextHeight = Math.round(event.nativeEvent.layout.height);
-            if (nextHeight !== footerHeight) {
-              setFooterHeight(nextHeight);
-            }
-          }}
-        >
-          {normalizeLaundryStatus(item) === "in_laundry" ? (
+            </AuraPressable>
+
             <AuraPressable
-              onPress={onConfirmWashed}
-              disabled={actionLoading}
-              haptic="light"
+              onPress={closeWithHaptic}
+              haptic="selection"
               hapticTrigger="press"
               pressedScale={0.98}
-              pressedOpacity={0.86}
-              disabledOpacity={0.6}
+              accessibilityRole="button"
+              accessibilityLabel="Cancel item actions"
               style={[
-                styles.btn,
-                { backgroundColor: colors.ctaCream },
+                styles.actionMenuButton,
+                {
+                  justifyContent: "center",
+                },
               ]}
             >
-              <Text style={[styles.btnText, { color: colors.ctaText }]}>Mark as Washed</Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 14.5, fontWeight: "900" }}>
+                Cancel
+              </Text>
             </AuraPressable>
-          ) : (
-            <>
-              <AuraPressable
-                onPress={onMarkWorn}
-                disabled={actionLoading}
-                haptic="light"
-                hapticTrigger="press"
-                pressedScale={0.98}
-                pressedOpacity={0.86}
-                disabledOpacity={0.5}
-                style={[
-                  styles.btn,
-                  { backgroundColor: colors.ctaCream },
-                ]}
-              >
-                <Text style={[styles.btnText, { color: colors.ctaText }]}>Mark as Worn</Text>
-              </AuraPressable>
-
-              <View style={{ flexDirection: "row", gap: 10 }}>
-                <AuraPressable
-                  onPress={onSendToLaundry}
-                  disabled={actionLoading}
-                  haptic="light"
-                  hapticTrigger="press"
-                  pressedScale={0.98}
-                  pressedOpacity={0.86}
-                  disabledOpacity={0.6}
-                  style={[
-                    styles.btn,
-                    styles.secondaryButton,
-                  ]}
-                >
-                  <Text style={[styles.btnText, { color: colors.text }]}>Send to Laundry</Text>
-                </AuraPressable>
-                <AuraPressable
-                  onPress={onConfirmWashed}
-                  disabled={actionLoading}
-                  haptic="selection"
-                  hapticTrigger="press"
-                  pressedScale={0.98}
-                  pressedOpacity={0.86}
-                  disabledOpacity={0.6}
-                  style={[
-                    styles.btn,
-                    styles.tertiaryButton,
-                  ]}
-                >
-                  <Text style={[styles.btnText, { color: colors.textSecondary }]}>Mark as Washed</Text>
-                </AuraPressable>
-              </View>
-            </>
-          )}
+          </View>
         </View>
-      ) : null}
-    </SafeScreen>
+      </View>
+    </Modal>
   );
 }
 
-function ItemImageModal(props: {
+function ItemImageModal({
+  visible,
+  images,
+  initialIndex,
+  onClose,
+}: {
   visible: boolean;
   images: DetailImageAsset[];
   initialIndex: number;
   onClose: () => void;
 }) {
-  const { visible, images, initialIndex, onClose } = props;
   const { colors } = useAppTheme();
   const styles = useMemo(() => createStyles(colors), [colors]);
   const insets = useSafeAreaInsets();
   const [activeIndex, setActiveIndex] = useState(initialIndex);
-  const windowWidth = Dimensions.get("window").width;
+  const { width } = useWindowDimensions();
 
   useEffect(() => {
     if (!visible) return;
     setActiveIndex(initialIndex);
   }, [initialIndex, visible]);
 
-  const imageWidth = Math.max(windowWidth - 32, 1);
+  const imageWidth = Math.max(width - 32, 1);
 
   function onMomentumScrollEnd(event: NativeSyntheticEvent<NativeScrollEvent>) {
     const nextIndex = Math.round(event.nativeEvent.contentOffset.x / imageWidth);
@@ -1109,13 +1666,11 @@ function ItemImageModal(props: {
   return (
     <Modal visible={visible} animationType="slide" presentationStyle="fullScreen" onRequestClose={onClose}>
       <View style={styles.modalRoot}>
-        <Text
-          style={[styles.modalTitle, { paddingTop: insets.top + 16 }]}
-        >
-          Photo
-        </Text>
+        <Text style={[styles.modalTitle, { paddingTop: insets.top + 16 }]}>Photo</Text>
         <Pressable
           onPress={onClose}
+          accessibilityRole="button"
+          accessibilityLabel="Close photo viewer"
           style={[styles.modalCloseButton, { top: insets.top + 12 }]}
         >
           <Text style={{ color: colors.text, fontWeight: "800" }}>Close</Text>
@@ -1152,13 +1707,7 @@ function ItemImageModal(props: {
                   }}
                 >
                   <View style={styles.modalImageStage}>
-                    <AppImage
-                      source={{
-                        uri: image.uri,
-                      }}
-                      style={{ width: "100%", height: 520 }}
-                      resizeMode="contain"
-                    />
+                    <AppImage source={{ uri: image.uri }} style={{ width: "100%", height: 520 }} resizeMode="contain" />
                   </View>
                 </View>
               ))}
@@ -1188,37 +1737,25 @@ function ItemImageModal(props: {
   );
 }
 
-function DetailImageCarousel(props: {
+function DetailImageCarousel({
+  images,
+  activeIndex,
+  onIndexChange,
+  onPressImage,
+  overlay,
+}: {
   images: DetailImageAsset[];
   activeIndex: number;
   onIndexChange: (index: number) => void;
   onPressImage: () => void;
-  containerAspectRatio: number;
-  imageStyle: object;
-  imageDecoration: {
-    shadowStyle: {
-      width: DimensionValue;
-      height: DimensionValue;
-      bottom: DimensionValue;
-      opacity: number;
-    };
-  };
+  overlay?: React.ReactNode;
 }) {
-  const {
-    images,
-    activeIndex,
-    onIndexChange,
-    onPressImage,
-    containerAspectRatio,
-    imageStyle,
-    imageDecoration,
-  } = props;
   const layout = useResponsiveLayout();
   const { colors } = useAppTheme();
   const styles = useMemo(() => createStyles(colors), [colors]);
-  const windowWidth = Dimensions.get("window").width;
-  const cardWidth = Math.max(windowWidth - layout.horizontalPadding * 2 - 36, 1);
-  const cardHeight = Math.min(540, Math.max(300, cardWidth / Math.max(containerAspectRatio, 0.58)));
+  const { width, height } = useWindowDimensions();
+  const cardWidth = Math.max(width - layout.horizontalPadding * 2 - 12, 1);
+  const cardHeight = Math.min(480, Math.max(320, Math.round(height * 0.5)));
   const cardGap = 14;
   const pageWidth = cardWidth + cardGap;
 
@@ -1239,15 +1776,15 @@ function DetailImageCarousel(props: {
         contentOffset={{ x: pageWidth * activeIndex, y: 0 }}
         onMomentumScrollEnd={onMomentumScrollEnd}
       >
-        {images.map((image, index) => {
-          const isHeroImage = index === 0;
-          return (
+        {images.map((image, index) => (
           <Pressable
             key={image.uri}
             onPress={onPressImage}
+            accessibilityRole="imagebutton"
+            accessibilityLabel="Open item photo"
             style={{
               width: cardWidth,
-              borderRadius: 18,
+              borderRadius: 22,
               marginRight: index === images.length - 1 ? 0 : cardGap,
             }}
           >
@@ -1256,50 +1793,29 @@ function DetailImageCarousel(props: {
                 styles.carouselFrame,
                 {
                   height: cardHeight,
-                  borderRadius: 18,
-                  backgroundColor: isHeroImage ? colors.outfitBoardBackground : colors.chipBackground,
-                  borderColor: isHeroImage ? colors.border : colors.borderStrong,
-                  paddingHorizontal: isHeroImage ? 22 : 0,
-                  paddingVertical: isHeroImage ? 24 : 0,
+                  borderRadius: 22,
+                  backgroundColor: colors.outfitBoardBackground,
+                  borderColor: colors.borderWarm,
+                  paddingHorizontal: 8,
+                  paddingVertical: 8,
                 },
               ]}
             >
-              {isHeroImage ? (
-                <View
-                  pointerEvents="none"
-                  style={{
-                    position: "absolute",
-                    width: imageDecoration.shadowStyle.width,
-                    height: imageDecoration.shadowStyle.height,
-                    bottom: imageDecoration.shadowStyle.bottom,
-                    borderRadius: 999,
-                    backgroundColor: colors.shadow,
-                    opacity: imageDecoration.shadowStyle.opacity,
-                  }}
-                />
-              ) : null}
               <AppImage
-                source={{
-                  uri: image.uri,
+                source={{ uri: image.uri }}
+                style={{
+                  width: "100%",
+                  height: "100%",
                 }}
-                style={[
-                  {
-                    width: "100%",
-                    height: "100%",
-                  },
-                  isHeroImage
-                    ? imageStyle
-                    : null,
-                ]}
                 resizeMode="contain"
               />
+              {overlay}
             </View>
           </Pressable>
-        );
-        })}
+        ))}
       </ScrollView>
       {images.length > 1 ? (
-        <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
+        <View style={styles.carouselPagination}>
           <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
             {images.map((image, index) => (
               <View
@@ -1313,9 +1829,11 @@ function DetailImageCarousel(props: {
               />
             ))}
           </View>
-          <Text style={styles.paginationText}>
-            {activeIndex + 1} / {images.length}
-          </Text>
+          <View style={styles.carouselCounter}>
+            <Text style={{ color: colors.textPrimary, fontSize: 12.5, fontWeight: "900" }}>
+              {activeIndex + 1} / {images.length}
+            </Text>
+          </View>
         </View>
       ) : null}
     </View>

From 25be4367a67051aad9936ce5fe4d4d2a97caf936 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:20:22 -0500
Subject: [PATCH 76/93] feat(aura): polish swipe looks and previews

---
 app/aura/swipe.tsx                           | 951 ++++++++++++-------
 functions/src/generateAuraSwipeBatch.ts      |  44 +-
 functions/src/shared/auraCandidatePreview.ts | 207 +++-
 functions/src/shared/outfitEngine.ts         |  82 +-
 src/components/aura/AuraLookCard.tsx         | 834 +++++++++++++---
 src/components/home/AuraLookModule.tsx       |  95 +-
 src/lib/auraLookLayouts.ts                   |  81 +-
 src/lib/auraSwipe.ts                         |  40 +-
 8 files changed, 1789 insertions(+), 545 deletions(-)

diff --git a/app/aura/swipe.tsx b/app/aura/swipe.tsx
index b3d8326..2c4ee5e 100644
--- a/app/aura/swipe.tsx
+++ b/app/aura/swipe.tsx
@@ -6,6 +6,7 @@ import React from "react";
 import {
   Alert,
   Animated,
+  Image,
   Modal,
   PanResponder,
   Pressable,
@@ -16,8 +17,13 @@ import {
   useWindowDimensions,
 } from "react-native";
 import Reanimated, {
+  Easing,
+  Extrapolation,
+  interpolate,
+  runOnJS,
   useAnimatedStyle,
   useSharedValue,
+  withSpring,
   withRepeat,
   withSequence,
   withTiming,
@@ -26,6 +32,7 @@ import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import { Colors, Fonts } from "@/constants/theme";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
 import AuraRing, { RING_SIZE_MD } from "@/src/components/brand/AuraRing";
 import { auraShadow, auraTheme } from "@/src/components/ai/aiTheme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
@@ -46,12 +53,25 @@ import type { ClothingItem } from "@/src/types/ClothingItem";
 
 const SWIPE_X_THRESHOLD = 110;
 const SWIPE_Y_THRESHOLD = -110;
+const SWIPE_X_VELOCITY_THRESHOLD = 850;
+const SWIPE_Y_VELOCITY_THRESHOLD = -850;
 const DOMINANT_AXIS_RATIO = 1.15;
 const NON_DOMINANT_DAMPING = 0.14;
+const STACK_NEXT_SCALE = 0.94;
+const STACK_NEXT_OFFSET = 14;
+const CANCEL_SPRING = { damping: 18, stiffness: 180 };
 const palette = Colors.dark;
 const DEBUG_AURA_SWIPE_SCREEN =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 
+type SwipeMetrics = {
+  translationX: number;
+  translationY: number;
+  velocityX: number;
+  velocityY: number;
+  source: "gesture" | "button";
+};
+
 function createEmptyItemsMap(items: ClothingItem[]) {
   return new Map(items.map((item) => [item.id, item]));
 }
@@ -89,6 +109,53 @@ function getConstrainedPan(dx: number, dy: number) {
   return { x: dx, y: dy * 0.22 };
 }
 
+function swipeLookSignature(lookEntry: AuraSwipeBatchLook) {
+  const pieceKey = (lookEntry.look.pieces ?? [])
+    .map((piece) => piece.itemId || `${piece.role}:${piece.itemName}`)
+    .filter(Boolean)
+    .sort()
+    .join("|");
+  return pieceKey || lookEntry.id || lookEntry.look.lookTitle;
+}
+
+function dedupeSwipeLooks(looks: AuraSwipeBatchLook[]) {
+  const seen = new Set<string>();
+  return looks.filter((lookEntry) => {
+    const signature = swipeLookSignature(lookEntry);
+    if (seen.has(signature)) return false;
+    seen.add(signature);
+    return true;
+  });
+}
+
+function swipeToastTitle(direction: AuraSwipeDirectionLabel) {
+  if (direction === "right") return "Got it — more like this";
+  if (direction === "left") return "Less of this";
+  return "Saved";
+}
+
+function swipeActionLabel(direction: AuraSwipeDirectionLabel) {
+  if (direction === "right") return "like";
+  if (direction === "left") return "nope";
+  return "save";
+}
+
+function getSwipeLookId(lookEntry?: AuraSwipeBatchLook | null) {
+  if (!lookEntry) return null;
+  return lookEntry.id || lookEntry.look.lookTitle || swipeLookSignature(lookEntry);
+}
+
+function preloadLookImages(looks: AuraSwipeBatchLook[]) {
+  const urls = looks
+    .flatMap((lookEntry) => lookEntry.look.pieces ?? [])
+    .map((piece) => String(piece.imageUrl ?? "").trim())
+    .filter(Boolean);
+
+  for (const url of new Set(urls)) {
+    void Image.prefetch(url);
+  }
+}
+
 export default function AuraSwipeScreen() {
   const { user } = useAuth();
   const insets = useSafeAreaInsets();
@@ -107,18 +174,60 @@ export default function AuraSwipeScreen() {
   const itemsById = React.useMemo(() => createEmptyItemsMap(items), [items]);
   const counts = React.useMemo(() => wardrobeCounts(items), [items]);
   const canGenerate = counts.tops > 0 && counts.bottoms > 0 && counts.shoes > 0;
-  const pan = React.useRef(new Animated.ValueXY()).current;
+  const progress = React.useRef(new Animated.Value(0)).current;
+  const translateX = useSharedValue(0);
+  const translateY = useSharedValue(0);
+  const activeScale = useSharedValue(1);
+  const activeOpacity = useSharedValue(1);
   const activeLookRef = React.useRef<AuraSwipeBatchLook | null>(null);
+  const pendingSwipeRef = React.useRef<{
+    direction: AuraSwipeDirectionLabel;
+    lookEntry: AuraSwipeBatchLook;
+  } | null>(null);
+  const processingSwipeRef = React.useRef(false);
   const touchStartRef = React.useRef({ moved: false });
 
-  const visibleLooks = batch.slice(currentIndex, currentIndex + 3);
-  const activeLook = visibleLooks[0] ?? null;
+  const current = batch[currentIndex] ?? null;
+  const next = batch[currentIndex + 1] ?? null;
+  const activeLook = current;
   const remaining = Math.max(0, batch.length - currentIndex);
+  const looksLeftLabel = `${remaining} ${remaining === 1 ? "look" : "looks"} left`;
+  const progressWidth = progress.interpolate({
+    inputRange: [0, 1],
+    outputRange: ["0%", "100%"],
+    extrapolate: "clamp",
+  });
 
   React.useEffect(() => {
     activeLookRef.current = activeLook;
   }, [activeLook]);
 
+  React.useEffect(() => {
+    processingSwipeRef.current = processingSwipe;
+  }, [processingSwipe]);
+
+  const resetMotionValues = React.useCallback(() => {
+    translateX.value = 0;
+    translateY.value = 0;
+    activeScale.value = 1;
+    activeOpacity.value = 1;
+  }, [activeOpacity, activeScale, translateX, translateY]);
+
+  React.useEffect(() => {
+    resetMotionValues();
+  }, [currentIndex, resetMotionValues]);
+
+  React.useEffect(() => {
+    const nextProgress = batch.length
+      ? Math.min(1, Math.max(0, currentIndex / batch.length))
+      : 0;
+    Animated.timing(progress, {
+      toValue: nextProgress,
+      duration: 180,
+      useNativeDriver: false,
+    }).start();
+  }, [batch.length, currentIndex, progress]);
+
   React.useEffect(() => {
     if (!uid) return undefined;
     return listenToItems(uid, (nextItems) => setItems(nextItems));
@@ -136,10 +245,11 @@ export default function AuraSwipeScreen() {
       if (DEBUG_AURA_SWIPE_SCREEN) {
         console.log("[AURA_SWIPE] normalized response", result);
       }
-      setBatch(result.lookOptions);
+      setBatch(dedupeSwipeLooks(result.lookOptions));
       setBatchId(result.batchId);
       setCurrentIndex(0);
-      pan.setValue({ x: 0, y: 0 });
+      progress.setValue(0);
+      resetMotionValues();
     } catch (loadError) {
       if (DEBUG_AURA_SWIPE_SCREEN) {
         console.log("[AURA_SWIPE] loadBatch failed", loadError);
@@ -148,7 +258,7 @@ export default function AuraSwipeScreen() {
     } finally {
       setLoading(false);
     }
-  }, [canGenerate, items, pan, uid]);
+  }, [canGenerate, items, progress, resetMotionValues, uid]);
 
   React.useEffect(() => {
     if (!uid) return;
@@ -161,6 +271,10 @@ export default function AuraSwipeScreen() {
     void loadBatch();
   }, [batch.length, canGenerate, items.length, loadBatch, loading, uid]);
 
+  React.useEffect(() => {
+    preloadLookImages(batch.slice(currentIndex, currentIndex + 3));
+  }, [batch, currentIndex]);
+
   const persistSwipe = React.useCallback(
     async (lookEntry: AuraSwipeBatchLook, direction: AuraSwipeDirectionLabel) => {
       if (!uid) {
@@ -192,7 +306,6 @@ export default function AuraSwipeScreen() {
             sessionId: batchId,
             title: lookEntry.look.lookTitle,
           });
-          Toast.saved();
         }
       } catch (e) {
         if (DEBUG_AURA_SWIPE_SCREEN) {
@@ -204,66 +317,187 @@ export default function AuraSwipeScreen() {
     [batchId, uid],
   );
 
-  const advanceDeck = React.useCallback((direction: AuraSwipeDirectionLabel) => {
-    if (processingSwipe || !activeLookRef.current) return;
-    const lookEntry = activeLookRef.current;
-    setProcessingSwipe(true);
-    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
-
-    const target =
-      direction === "left"
-        ? { x: -width * 1.1, y: 30 }
-        : direction === "right"
-          ? { x: width * 1.1, y: 30 }
-          : { x: 0, y: -height * 0.7 };
-
-    Animated.timing(pan, {
-      toValue: target,
-      duration: 220,
-      useNativeDriver: true,
-    }).start(() => {
-      pan.setValue({ x: 0, y: 0 });
-      setCurrentIndex((previous) => previous + 1);
+  const finishCommittedSwipe = React.useCallback(() => {
+    const pendingSwipe = pendingSwipeRef.current;
+    if (!pendingSwipe) {
+      processingSwipeRef.current = false;
       setProcessingSwipe(false);
-      void persistSwipe(lookEntry, direction).catch((persistError) => {
-        Alert.alert(
-          "Swipe saved locally",
-          persistError instanceof Error
-            ? persistError.message
-            : "We could not finish saving that feedback.",
-        );
-      });
+      resetMotionValues();
+      return;
+    }
+
+    pendingSwipeRef.current = null;
+    const { direction, lookEntry } = pendingSwipe;
+    resetMotionValues();
+    setCurrentIndex((previous) => previous + 1);
+    processingSwipeRef.current = false;
+    setProcessingSwipe(false);
+    Toast.success(swipeToastTitle(direction));
+    void persistSwipe(lookEntry, direction).catch((persistError) => {
+      Alert.alert(
+        "Swipe saved locally",
+        persistError instanceof Error
+          ? persistError.message
+          : "We could not finish saving that feedback.",
+      );
     });
-  }, [height, pan, persistSwipe, processingSwipe, width]);
+  }, [persistSwipe, resetMotionValues]);
+
+  const commitSwipe = React.useCallback(
+    (direction: AuraSwipeDirectionLabel, metrics: SwipeMetrics) => {
+      if (processingSwipeRef.current || !activeLookRef.current) return;
+
+      const lookEntry = activeLookRef.current;
+      pendingSwipeRef.current = { direction, lookEntry };
+      processingSwipeRef.current = true;
+      setProcessingSwipe(true);
+      void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
+
+      if (DEBUG_AURA_SWIPE_SCREEN) {
+        const nextLook = batch[currentIndex + 1] ?? null;
+        console.log("[AURA_SWIPE] commit", {
+          currentIndex,
+          action: swipeActionLabel(direction),
+          source: metrics.source,
+          translationX: Math.round(metrics.translationX),
+          translationY: Math.round(metrics.translationY),
+          velocityX: Math.round(metrics.velocityX),
+          velocityY: Math.round(metrics.velocityY),
+          previousLookId: getSwipeLookId(lookEntry),
+          nextLookId: getSwipeLookId(nextLook),
+          looksRemaining: Math.max(0, batch.length - currentIndex - 1),
+        });
+      }
+
+      const finishOnUi = (finished?: boolean) => {
+        "worklet";
+        if (!finished) return;
+        runOnJS(finishCommittedSwipe)();
+      };
+
+      if (direction === "up") {
+        translateX.value = withTiming(0, {
+          duration: 260,
+          easing: Easing.out(Easing.cubic),
+        });
+        translateY.value = withTiming(-height * 0.78, {
+          duration: 270,
+          easing: Easing.out(Easing.cubic),
+        }, finishOnUi);
+        activeScale.value = withTiming(0.92, {
+          duration: 270,
+          easing: Easing.out(Easing.cubic),
+        });
+        activeOpacity.value = withTiming(0, {
+          duration: 250,
+          easing: Easing.out(Easing.quad),
+        });
+        return;
+      }
+
+      const directionSign = direction === "right" ? 1 : -1;
+      const exitY = Math.max(-70, Math.min(76, metrics.translationY || 24));
+      translateX.value = withTiming(directionSign * width * 1.18, {
+        duration: 240,
+        easing: Easing.out(Easing.cubic),
+      }, finishOnUi);
+      translateY.value = withTiming(exitY, {
+        duration: 240,
+        easing: Easing.out(Easing.cubic),
+      });
+      activeScale.value = withTiming(0.985, {
+        duration: 220,
+        easing: Easing.out(Easing.quad),
+      });
+      activeOpacity.value = withTiming(1, { duration: 180 });
+    },
+    [
+      activeOpacity,
+      activeScale,
+      batch,
+      currentIndex,
+      finishCommittedSwipe,
+      height,
+      translateX,
+      translateY,
+      width,
+    ],
+  );
+
+  const advanceDeck = React.useCallback(
+    (direction: AuraSwipeDirectionLabel) => {
+      commitSwipe(direction, {
+        translationX: 0,
+        translationY: 0,
+        velocityX: 0,
+        velocityY: 0,
+        source: "button",
+      });
+    },
+    [commitSwipe],
+  );
 
   const panResponder = React.useMemo(
     () =>
       PanResponder.create({
         onMoveShouldSetPanResponder: (_, gestureState) =>
-          Math.abs(gestureState.dx) > 6 || Math.abs(gestureState.dy) > 6,
+          !processingSwipeRef.current &&
+          Boolean(activeLookRef.current) &&
+          (Math.abs(gestureState.dx) > 6 || Math.abs(gestureState.dy) > 6),
         onPanResponderGrant: () => {
           touchStartRef.current = { moved: false };
+          activeOpacity.value = 1;
+          activeScale.value = withTiming(0.98, {
+            duration: 110,
+            easing: Easing.out(Easing.quad),
+          });
         },
         onPanResponderMove: (_, gestureState) => {
           touchStartRef.current.moved = true;
-          pan.setValue(getConstrainedPan(gestureState.dx, gestureState.dy));
+          const constrainedPan = getConstrainedPan(gestureState.dx, gestureState.dy);
+          translateX.value = constrainedPan.x;
+          translateY.value = constrainedPan.y;
         },
         onPanResponderRelease: (_, gestureState) => {
           const absX = Math.abs(gestureState.dx);
           const absY = Math.abs(gestureState.dy);
+          const velocityX = gestureState.vx * 1000;
+          const velocityY = gestureState.vy * 1000;
+          const isFastUp =
+            velocityY <= SWIPE_Y_VELOCITY_THRESHOLD &&
+            gestureState.dy < -36 &&
+            absY > absX * 0.55;
+          const isFastRight =
+            velocityX >= SWIPE_X_VELOCITY_THRESHOLD &&
+            gestureState.dx > 42 &&
+            absX > absY * 0.55;
+          const isFastLeft =
+            velocityX <= -SWIPE_X_VELOCITY_THRESHOLD &&
+            gestureState.dx < -42 &&
+            absX > absY * 0.55;
+          const metrics: SwipeMetrics = {
+            translationX: gestureState.dx,
+            translationY: gestureState.dy,
+            velocityX,
+            velocityY,
+            source: "gesture",
+          };
 
-          if (gestureState.dy <= SWIPE_Y_THRESHOLD && absY > absX * 0.8) {
-            advanceDeck("up");
+          if (
+            (gestureState.dy <= SWIPE_Y_THRESHOLD && absY > absX * 0.8) ||
+            isFastUp
+          ) {
+            commitSwipe("up", metrics);
             return;
           }
 
-          if (gestureState.dx >= SWIPE_X_THRESHOLD) {
-            advanceDeck("right");
+          if (gestureState.dx >= SWIPE_X_THRESHOLD || isFastRight) {
+            commitSwipe("right", metrics);
             return;
           }
 
-          if (gestureState.dx <= -SWIPE_X_THRESHOLD) {
-            advanceDeck("left");
+          if (gestureState.dx <= -SWIPE_X_THRESHOLD || isFastLeft) {
+            commitSwipe("left", metrics);
             return;
           }
 
@@ -271,78 +505,142 @@ export default function AuraSwipeScreen() {
             setDetailsLook(activeLookRef.current);
           }
 
-          Animated.spring(pan, {
-            toValue: { x: 0, y: 0 },
-            useNativeDriver: true,
-            friction: 10,
-            tension: 120,
-          }).start();
+          translateX.value = withSpring(0, CANCEL_SPRING);
+          translateY.value = withSpring(0, CANCEL_SPRING);
+          activeScale.value = withSpring(1, CANCEL_SPRING);
+          activeOpacity.value = withSpring(1, CANCEL_SPRING);
+        },
+        onPanResponderTerminate: () => {
+          translateX.value = withSpring(0, CANCEL_SPRING);
+          translateY.value = withSpring(0, CANCEL_SPRING);
+          activeScale.value = withSpring(1, CANCEL_SPRING);
+          activeOpacity.value = withSpring(1, CANCEL_SPRING);
         },
       }),
-    [advanceDeck, pan],
+    [activeOpacity, activeScale, commitSwipe, translateX, translateY],
   );
 
-  const likeOpacity = pan.x.interpolate({
-    inputRange: [0, 60, 140],
-    outputRange: [0, 0.4, 1],
-    extrapolate: "clamp",
+  const revealProgressStyle = useAnimatedStyle(() => {
+    const horizontalReveal = interpolate(
+      Math.abs(translateX.value),
+      [0, 160],
+      [0, 1],
+      Extrapolation.CLAMP,
+    );
+    const verticalReveal = interpolate(
+      -translateY.value,
+      [0, 170],
+      [0, 1],
+      Extrapolation.CLAMP,
+    );
+    const reveal = Math.max(horizontalReveal, verticalReveal);
+
+    return {
+      opacity: interpolate(reveal, [0, 1], [0.55, 1], Extrapolation.CLAMP),
+      transform: [
+        {
+          translateY: interpolate(
+            reveal,
+            [0, 1],
+            [STACK_NEXT_OFFSET, 0],
+            Extrapolation.CLAMP,
+          ),
+        },
+        {
+          scale: interpolate(
+            reveal,
+            [0, 1],
+            [STACK_NEXT_SCALE, 1],
+            Extrapolation.CLAMP,
+          ),
+        },
+      ],
+    };
   });
-  const nopeOpacity = pan.x.interpolate({
-    inputRange: [-140, -60, 0],
-    outputRange: [1, 0.4, 0],
-    extrapolate: "clamp",
+
+  const nextDimStyle = useAnimatedStyle(() => {
+    const reveal = Math.max(
+      interpolate(Math.abs(translateX.value), [0, 160], [0, 1], Extrapolation.CLAMP),
+      interpolate(-translateY.value, [0, 170], [0, 1], Extrapolation.CLAMP),
+    );
+
+    return {
+      opacity: interpolate(reveal, [0, 1], [0.22, 0], Extrapolation.CLAMP),
+    };
   });
-  const favoriteOpacity = pan.y.interpolate({
-    inputRange: [-150, -80, 0],
-    outputRange: [1, 0.45, 0],
-    extrapolate: "clamp",
+
+  const activeCardStyle = useAnimatedStyle(() => {
+    const verticalPullDamping = interpolate(
+      translateY.value,
+      [-150, 0],
+      [0.2, 1],
+      Extrapolation.CLAMP,
+    );
+    const rotation = interpolate(
+      translateX.value,
+      [-width, 0, width],
+      [-7, 0, 7],
+      Extrapolation.CLAMP,
+    ) * verticalPullDamping;
+
+    return {
+      opacity: activeOpacity.value,
+      transform: [
+        { translateX: translateX.value },
+        { translateY: translateY.value },
+        { rotate: `${rotation}deg` },
+        { scale: activeScale.value },
+      ],
+    };
   });
-  const revealProgress = Animated.add(
-    pan.x.interpolate({
-      inputRange: [-160, 0, 160],
-      outputRange: [1, 0, 1],
-      extrapolate: "clamp",
-    }),
-    pan.y.interpolate({
-      inputRange: [-180, 0],
-      outputRange: [1, 0],
-      extrapolate: "clamp",
-    }),
-  ).interpolate({
-    inputRange: [0, 1],
-    outputRange: [0, 1],
-    extrapolate: "clamp",
+
+  const dragGlowStyle = useAnimatedStyle(() => {
+    const dragAmount = Math.max(Math.abs(translateX.value), Math.max(0, -translateY.value));
+    return {
+      opacity: interpolate(dragAmount, [0, 80, 150], [0, 0.34, 0.5], Extrapolation.CLAMP),
+    };
   });
 
-  const topCardStyle = {
-    transform: [{ translateX: pan.x }, { translateY: pan.y }],
-  };
+  const likeBadgeStyle = useAnimatedStyle(() => ({
+    opacity: interpolate(translateX.value, [28, 120], [0, 0.9], Extrapolation.CLAMP),
+    transform: [
+      { translateY: interpolate(translateX.value, [28, 120], [8, 0], Extrapolation.CLAMP) },
+    ],
+  }));
+
+  const nopeBadgeStyle = useAnimatedStyle(() => ({
+    opacity: interpolate(-translateX.value, [28, 120], [0, 0.9], Extrapolation.CLAMP),
+    transform: [
+      { translateY: interpolate(-translateX.value, [28, 120], [8, 0], Extrapolation.CLAMP) },
+    ],
+  }));
+
+  const saveBadgeStyle = useAnimatedStyle(() => ({
+    opacity: interpolate(-translateY.value, [28, 118], [0, 0.9], Extrapolation.CLAMP),
+    transform: [
+      { translateY: interpolate(-translateY.value, [28, 118], [8, 0], Extrapolation.CLAMP) },
+    ],
+  }));
 
   return (
     <LinearGradient
       colors={[auraTheme.backgroundTop, auraTheme.backgroundMid, auraTheme.backgroundBottom]}
       start={{ x: 0, y: 0 }}
       end={{ x: 1, y: 1 }}
-      style={{ flex: 1, paddingTop: insets.top + 10 }}
+      style={{ flex: 1 }}
     >
-      <View style={[styles.headerRow, { paddingHorizontal: 18 }]}>
-        <HeaderButton icon="chevron-back" label="Back" onPress={() => router.back()} />
-        <View style={styles.headerCopy}>
-          <Text style={styles.headerEyebrow}>AURA SWIPE</Text>
-          <Text style={styles.headerTitle}>Train your taste</Text>
-        </View>
-        <HeaderButton icon="refresh" label="Refresh" onPress={() => void loadBatch()} />
-      </View>
+      <AuraSubpageHeader
+        title="Train your taste"
+        eyebrow="AURA SWIPE"
+        fallbackRoute="/(tabs)/ai"
+        rightAction={<HeaderButton icon="refresh" label="Refresh" onPress={() => void loadBatch()} />}
+      />
 
       <View style={{ paddingHorizontal: 18, paddingTop: 12 }}>
-        <View style={styles.summaryRow}>
-          <View style={styles.summaryPill}>
-            <Text style={styles.summaryLabel}>Remaining</Text>
-            <Text style={styles.summaryValue}>{remaining}</Text>
-          </View>
-          <View style={styles.summaryPill}>
-            <Text style={styles.summaryLabel}>Favorites save to</Text>
-            <Text style={styles.summaryValue}>savedLooks</Text>
+        <View style={styles.progressCard}>
+          <Text style={styles.progressTitle}>{looksLeftLabel}</Text>
+          <View style={styles.progressTrack}>
+            <Animated.View style={[styles.progressFill, { width: progressWidth }]} />
           </View>
         </View>
       </View>
@@ -361,98 +659,76 @@ export default function AuraSwipeScreen() {
         ) : error ? (
           <StateCard title="Unable to load swipe looks" body={error} actionLabel="Try again" onAction={() => void loadBatch()} />
         ) : !activeLook ? (
-          <CaughtUpStateCard onRefresh={() => void loadBatch()} />
+          <TasteTrainedStateCard onRefresh={() => void loadBatch()} />
         ) : (
           <View style={{ width: "100%", alignItems: "center" }}>
             <View style={{ width: "100%", maxWidth: 408, height: Math.min(height * 0.56, 640) }}>
-              {visibleLooks
-                .slice()
-                .reverse()
-                .map((lookEntry, reverseIndex) => {
-                  const actualIndex = visibleLooks.length - 1 - reverseIndex;
-                  const isTop = actualIndex === 0;
-                  const depthOffset = actualIndex * 8;
-                  const scale = 1 - actualIndex * 0.018;
-                  const card = (
-                    <View
-                      style={[
-                        styles.deckCard,
-                        {
-                          top: depthOffset,
-                          transform: [{ scale }],
-                          opacity: isTop ? 1 : actualIndex === 1 ? 0.98 : 0.92,
-                        },
-                      ]}
-                    >
-                      {isTop ? (
-                        <>
-                          <Animated.View style={[styles.overlayBadge, styles.overlayLeft, { opacity: nopeOpacity }]}>
-                            <Text style={styles.overlayText}>PASS</Text>
-                          </Animated.View>
-                          <Animated.View style={[styles.overlayBadge, styles.overlayRight, { opacity: likeOpacity }]}>
-                            <Text style={styles.overlayText}>LIKE</Text>
-                          </Animated.View>
-                          <Animated.View style={[styles.overlayBadge, styles.overlayTop, { opacity: favoriteOpacity }]}>
-                            <Text style={styles.overlayText}>SAVE</Text>
-                          </Animated.View>
-                        </>
-                      ) : null}
-
-                      {isTop ? (
-                        <AuraLookCard
-                          look={lookEntry.look}
-                          itemsById={itemsById}
-                          viewportWidth={Math.min(width - 54, 382)}
-                          hideActions
-                          compact
-                          swipeVariant
-                        />
-                      ) : (
-                        <Animated.View
-                          style={[
-                            styles.deckShellWrap,
-                            actualIndex === 1
-                              ? {
-                                  opacity: revealProgress.interpolate({
-                                    inputRange: [0, 0.55, 1],
-                                    outputRange: [0.1, 0.2, 0.58],
-                                    extrapolate: "clamp",
-                                  }),
-                                }
-                              : { opacity: 0.1 },
-                          ]}
-                        >
-                          <DeckCardShell depth={actualIndex} />
-                        </Animated.View>
-                      )}
-                    </View>
-                  );
-
-                  if (!isTop) return <View key={lookEntry.id} style={StyleSheet.absoluteFill}>{card}</View>;
-
-                  return (
-                    <Animated.View
-                      key={lookEntry.id}
-                      style={[StyleSheet.absoluteFill, topCardStyle]}
-                      {...panResponder.panHandlers}
-                    >
-                      <Pressable style={StyleSheet.absoluteFill} onPress={() => setDetailsLook(lookEntry)}>
-                        {card}
-                      </Pressable>
-                    </Animated.View>
-                  );
-                })}
+              {next ? (
+                <Reanimated.View
+                  key={`next-${next.id}`}
+                  pointerEvents="none"
+                  style={[
+                    styles.deckCard,
+                    styles.nextDeckCard,
+                    revealProgressStyle,
+                  ]}
+                >
+                  <View style={styles.nextPreviewShell}>
+                    <AuraLookCard
+                      look={next.look}
+                      itemsById={itemsById}
+                      viewportWidth={Math.min(width - 74, 356)}
+                      hideActions
+                      compact
+                      swipeVariant
+                      boardOnly
+                    />
+                    <Reanimated.View pointerEvents="none" style={[styles.nextPreviewDim, nextDimStyle]} />
+                  </View>
+                </Reanimated.View>
+              ) : null}
+
+              {current ? (
+                <Reanimated.View
+                  key={`current-${current.id}`}
+                  style={[styles.deckCard, styles.currentDeckCard, activeCardStyle]}
+                  {...panResponder.panHandlers}
+                >
+                  <Pressable style={styles.cardPressable} onPress={() => setDetailsLook(current)}>
+                    <Reanimated.View pointerEvents="none" style={[styles.cardGlow, dragGlowStyle]} />
+                    <AuraLookCard
+                      look={current.look}
+                      itemsById={itemsById}
+                      viewportWidth={Math.min(width - 54, 382)}
+                      hideActions
+                      compact
+                      swipeVariant
+                    />
+                    <Reanimated.View pointerEvents="none" style={[styles.swipeBadge, styles.likeBadge, likeBadgeStyle]}>
+                      <Ionicons name="heart" size={15} color="#DFF8EA" />
+                      <Text style={styles.swipeBadgeText}>LIKE</Text>
+                    </Reanimated.View>
+                    <Reanimated.View pointerEvents="none" style={[styles.swipeBadge, styles.nopeBadge, nopeBadgeStyle]}>
+                      <Ionicons name="close" size={16} color="#FFE2E5" />
+                      <Text style={styles.swipeBadgeText}>NOPE</Text>
+                    </Reanimated.View>
+                    <Reanimated.View pointerEvents="none" style={[styles.swipeBadge, styles.saveBadge, saveBadgeStyle]}>
+                      <Ionicons name="star" size={15} color="#FFF2C7" />
+                      <Text style={styles.swipeBadgeText}>SAVE</Text>
+                    </Reanimated.View>
+                  </Pressable>
+                </Reanimated.View>
+              ) : null}
             </View>
           </View>
         )}
       </View>
 
       <View style={[styles.footer, { paddingBottom: Math.max(insets.bottom + 14, 24) }]}>
-        <Text style={styles.footerHint}>Left to pass, right to like, up to save. Tap to inspect.</Text>
         <View style={styles.footerActions}>
-          <ActionButton label="Nope" icon="close" onPress={() => advanceDeck("left")} disabled={!activeLook || processingSwipe} />
+          <ActionButton label="Nope" icon="close" onPress={() => advanceDeck("left")} disabled={!activeLook || processingSwipe} tone="subtle" />
           <ActionButton label="Like" icon="heart" onPress={() => advanceDeck("right")} disabled={!activeLook || processingSwipe} primary />
-          <ActionButton label="Favorite" icon="arrow-up" onPress={() => advanceDeck("up")} disabled={!activeLook || processingSwipe} />
+          <ActionButton label="Save" icon="star" onPress={() => advanceDeck("up")} disabled={!activeLook || processingSwipe} tone="secondary" />
         </View>
       </View>
 
@@ -498,7 +774,7 @@ export default function AuraSwipeScreen() {
   );
 }
 
-function CaughtUpStateCard({ onRefresh }: { onRefresh: () => void }) {
+function TasteTrainedStateCard({ onRefresh }: { onRefresh: () => void }) {
   const { colors } = useAppTheme();
   const reduceMotion = useReduceMotion();
   const scale = useSharedValue(1);
@@ -527,19 +803,29 @@ function CaughtUpStateCard({ onRefresh }: { onRefresh: () => void }) {
       <Reanimated.View style={[styles.caughtUpMark, markStyle]}>
         <AuraRing size={RING_SIZE_MD} animated={!reduceMotion} />
       </Reanimated.View>
-      <Text style={styles.stateTitle}>{"You're all caught up"}</Text>
-      <Text style={styles.stateBody}>Refresh to get your next batch.</Text>
-      <Pressable onPress={onRefresh} style={styles.caughtUpButton}>
-        <LinearGradient
-          colors={[colors.iridescentStart, colors.iridescentEnd]}
-          start={{ x: 0, y: 0 }}
-          end={{ x: 1, y: 1 }}
-          style={styles.caughtUpButtonGradient}
-        >
-          <Ionicons name="refresh" size={15} color={colors.background} />
-          <Text style={[styles.caughtUpButtonText, { color: colors.background }]}>Refresh</Text>
-        </LinearGradient>
-      </Pressable>
+      <Text style={styles.stateTitle}>Taste trained.</Text>
+      <Text style={styles.stateBody}>AURA has more signal for your next outfit.</Text>
+      <View style={styles.endActionStack}>
+        <Pressable onPress={onRefresh} style={styles.caughtUpButton}>
+          <LinearGradient
+            colors={[colors.ctaCream, colors.ctaCream]}
+            start={{ x: 0, y: 0 }}
+            end={{ x: 1, y: 1 }}
+            style={styles.caughtUpButtonGradient}
+          >
+            <Ionicons name="refresh" size={15} color={colors.background} />
+            <Text style={[styles.caughtUpButtonText, { color: colors.background }]}>Generate new set</Text>
+          </LinearGradient>
+        </Pressable>
+        <View style={styles.endSecondaryRow}>
+          <Pressable onPress={() => router.push("/profile/my-looks")} style={styles.endSecondaryButton}>
+            <Text style={styles.endSecondaryText}>View saved looks</Text>
+          </Pressable>
+          <Pressable onPress={() => router.push("/(tabs)/ai")} style={styles.endSecondaryButton}>
+            <Text style={styles.endSecondaryText}>Back to AURA</Text>
+          </Pressable>
+        </View>
+      </View>
     </View>
   );
 }
@@ -567,26 +853,39 @@ function ActionButton({
   onPress,
   disabled,
   primary,
+  tone = "secondary",
 }: {
   label: string;
   icon: keyof typeof Ionicons.glyphMap;
   onPress: () => void;
   disabled: boolean;
   primary?: boolean;
+  tone?: "subtle" | "secondary";
 }) {
+  const iconColor = primary ? palette.ctaText : tone === "subtle" ? auraTheme.textMuted : palette.textPrimary;
+  const textStyle = primary
+    ? styles.actionPrimaryText
+    : tone === "subtle"
+      ? styles.actionSubtleText
+      : null;
+
   return (
     <Pressable
       onPress={onPress}
       disabled={disabled}
       style={({ pressed }) => [
         styles.actionButton,
-        primary ? styles.actionPrimary : styles.actionSecondary,
+        primary
+          ? [styles.actionPrimary, styles.actionPrimarySize]
+          : tone === "subtle"
+            ? styles.actionSubtle
+            : styles.actionSecondary,
         disabled ? { opacity: 0.45 } : null,
         pressed && !disabled ? { transform: [{ scale: 0.98 }] } : null,
       ]}
     >
-      <Ionicons name={icon} size={15} color={primary ? palette.ctaText : palette.textPrimary} />
-      <Text style={[styles.actionButtonText, primary ? { color: palette.ctaText } : null]}>{label}</Text>
+      <Ionicons name={icon} size={primary ? 15 : 13} color={iconColor} />
+      <Text style={[styles.actionButtonText, textStyle]}>{label}</Text>
     </Pressable>
   );
 }
@@ -615,47 +914,7 @@ function StateCard({
   );
 }
 
-function DeckCardShell({ depth }: { depth: number }) {
-  return (
-    <View style={styles.shellCard}>
-      <View style={styles.shellHeader}>
-        <View style={styles.shellChip} />
-        <View style={[styles.shellLine, styles.shellTitleLine]} />
-        <View style={[styles.shellLine, styles.shellBodyLine]} />
-      </View>
-      <View style={[styles.shellBoard, depth > 1 ? styles.shellBoardDeep : null]} />
-      <View style={styles.shellSummary}>
-        <View style={[styles.shellLine, styles.shellSummaryLine]} />
-      </View>
-    </View>
-  );
-}
-
 const styles = StyleSheet.create({
-  headerRow: {
-    flexDirection: "row",
-    alignItems: "center",
-    justifyContent: "space-between",
-    gap: 12,
-  },
-  headerCopy: {
-    alignItems: "center",
-    gap: 2,
-  },
-  headerEyebrow: {
-    color: auraTheme.accentStrong,
-    fontSize: 11,
-    fontWeight: "800",
-    letterSpacing: 1.4,
-    fontFamily: Fonts.sans,
-  },
-  headerTitle: {
-    color: palette.textPrimary,
-    fontSize: 18,
-    fontWeight: "800",
-    letterSpacing: 0,
-    fontFamily: Fonts.sans,
-  },
   headerButton: {
     flexDirection: "row",
     alignItems: "center",
@@ -673,33 +932,32 @@ const styles = StyleSheet.create({
     fontWeight: "700",
     fontFamily: Fonts.sans,
   },
-  summaryRow: {
-    flexDirection: "row",
-    gap: 10,
-  },
-  summaryPill: {
-    flex: 1,
+  progressCard: {
     borderRadius: 16,
     borderWidth: 1,
     borderColor: auraTheme.borderSoft,
     backgroundColor: auraTheme.surfaceSoft,
     paddingHorizontal: 13,
     paddingVertical: 11,
-    gap: 2,
-  },
-  summaryLabel: {
-    color: auraTheme.textFaint,
-    fontSize: 11,
-    fontWeight: "700",
-    letterSpacing: 0.8,
-    fontFamily: Fonts.sans,
+    gap: 8,
   },
-  summaryValue: {
+  progressTitle: {
     color: palette.textPrimary,
-    fontSize: 13,
-    fontWeight: "700",
+    fontSize: 14,
+    fontWeight: "800",
     fontFamily: Fonts.sans,
   },
+  progressTrack: {
+    height: 4,
+    borderRadius: 999,
+    overflow: "hidden",
+    backgroundColor: "rgba(255,255,255,0.1)",
+  },
+  progressFill: {
+    height: "100%",
+    borderRadius: 999,
+    backgroundColor: "#F8D4C8",
+  },
   deckArea: {
     flex: 1,
     paddingHorizontal: 18,
@@ -709,12 +967,84 @@ const styles = StyleSheet.create({
   },
   deckCard: {
     position: "absolute",
+    top: 0,
     left: 0,
     right: 0,
     overflow: "visible",
   },
-  deckShellWrap: {
-    flex: 1,
+  currentDeckCard: {
+    zIndex: 2,
+  },
+  nextDeckCard: {
+    zIndex: 1,
+    alignItems: "center",
+  },
+  nextPreviewShell: {
+    width: "100%",
+    alignItems: "center",
+    borderRadius: 24,
+    paddingTop: 18,
+    paddingHorizontal: 10,
+    paddingBottom: 18,
+    overflow: "hidden",
+    backgroundColor: "rgba(255,255,255,0.08)",
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.1)",
+  },
+  nextPreviewDim: {
+    ...StyleSheet.absoluteFillObject,
+    borderRadius: 24,
+    backgroundColor: "rgba(4, 7, 12, 0.32)",
+  },
+  cardPressable: {
+    position: "relative",
+    width: "100%",
+    overflow: "visible",
+  },
+  cardGlow: {
+    ...StyleSheet.absoluteFillObject,
+    zIndex: 19,
+    borderRadius: 32,
+    borderWidth: 1.5,
+    borderColor: "rgba(248, 212, 200, 0.62)",
+    backgroundColor: "rgba(248, 212, 200, 0.025)",
+  },
+  swipeBadge: {
+    position: "absolute",
+    zIndex: 20,
+    top: 18,
+    minHeight: 34,
+    borderRadius: 999,
+    borderWidth: 1,
+    paddingHorizontal: 12,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "center",
+    gap: 6,
+  },
+  likeBadge: {
+    right: 18,
+    backgroundColor: "rgba(33, 130, 82, 0.26)",
+    borderColor: "rgba(190, 247, 216, 0.34)",
+  },
+  nopeBadge: {
+    left: 18,
+    backgroundColor: "rgba(150, 44, 56, 0.28)",
+    borderColor: "rgba(255, 201, 207, 0.34)",
+  },
+  saveBadge: {
+    left: "50%",
+    width: 96,
+    marginLeft: -48,
+    backgroundColor: "rgba(165, 122, 42, 0.28)",
+    borderColor: "rgba(255, 235, 176, 0.38)",
+  },
+  swipeBadgeText: {
+    color: palette.textPrimary,
+    fontSize: 11,
+    fontWeight: "900",
+    letterSpacing: 1.1,
+    fontFamily: Fonts.sans,
   },
   overlayBadge: {
     position: "absolute",
@@ -747,8 +1077,8 @@ const styles = StyleSheet.create({
   },
   footer: {
     paddingHorizontal: 18,
-    paddingTop: 12,
-    gap: 14,
+    paddingTop: 8,
+    gap: 10,
   },
   footerHint: {
     textAlign: "center",
@@ -759,32 +1089,48 @@ const styles = StyleSheet.create({
   },
   footerActions: {
     flexDirection: "row",
-    gap: 10,
+    gap: 8,
   },
   actionButton: {
     flex: 1,
-    minHeight: 48,
+    minHeight: 42,
     borderRadius: 16,
     alignItems: "center",
     justifyContent: "center",
     flexDirection: "row",
-    gap: 7,
+    gap: 6,
     borderWidth: 1,
   },
   actionPrimary: {
     backgroundColor: palette.ctaCream,
-    borderColor: palette.borderStrong,
+    borderColor: palette.borderWarm,
+  },
+  actionPrimarySize: {
+    minHeight: 42,
   },
   actionSecondary: {
-    backgroundColor: auraTheme.surfaceStrong,
+    backgroundColor: "rgba(255,255,255,0.07)",
     borderColor: auraTheme.borderSoft,
   },
+  actionSubtle: {
+    backgroundColor: "rgba(255,255,255,0.035)",
+    borderColor: "rgba(255,255,255,0.08)",
+  },
   actionButtonText: {
     color: palette.textPrimary,
-    fontSize: 13,
+    fontSize: 12,
     fontWeight: "800",
     fontFamily: Fonts.sans,
   },
+  actionPrimaryText: {
+    color: palette.ctaText,
+    fontSize: 13,
+    fontWeight: "900",
+  },
+  actionSubtleText: {
+    color: auraTheme.textMuted,
+    fontWeight: "700",
+  },
   stateCard: {
     width: "100%",
     maxWidth: 420,
@@ -859,6 +1205,31 @@ const styles = StyleSheet.create({
     fontWeight: "900",
     fontFamily: Fonts.sans,
   },
+  endActionStack: {
+    gap: 10,
+    marginTop: 4,
+  },
+  endSecondaryRow: {
+    flexDirection: "row",
+    gap: 8,
+  },
+  endSecondaryButton: {
+    flex: 1,
+    minHeight: 38,
+    borderRadius: 14,
+    borderWidth: 1,
+    borderColor: "rgba(255,255,255,0.12)",
+    backgroundColor: "rgba(255,255,255,0.05)",
+    alignItems: "center",
+    justifyContent: "center",
+    paddingHorizontal: 10,
+  },
+  endSecondaryText: {
+    color: palette.textPrimary,
+    fontSize: 12,
+    fontWeight: "800",
+    fontFamily: Fonts.sans,
+  },
   modalScrim: {
     flex: 1,
     backgroundColor: palette.overlay,
@@ -928,58 +1299,4 @@ const styles = StyleSheet.create({
     lineHeight: 18,
     fontFamily: Fonts.sans,
   },
-  shellCard: {
-    flex: 1,
-    gap: 14,
-    paddingTop: 16,
-    paddingHorizontal: 16,
-    paddingBottom: 14,
-    borderRadius: 32,
-    backgroundColor: palette.surface,
-    borderWidth: 1,
-    borderColor: palette.border,
-  },
-  shellHeader: {
-    gap: 10,
-  },
-  shellChip: {
-    width: 84,
-    height: 22,
-    borderRadius: 999,
-    backgroundColor: palette.purpleSurface,
-    borderWidth: 1,
-    borderColor: palette.purpleBorder,
-  },
-  shellLine: {
-    borderRadius: 999,
-    backgroundColor: palette.purpleSurface,
-  },
-  shellTitleLine: {
-    width: "58%",
-    height: 18,
-  },
-  shellBodyLine: {
-    width: "76%",
-    height: 12,
-  },
-  shellBoard: {
-    flex: 1,
-    minHeight: 388,
-    borderRadius: 28,
-    backgroundColor: palette.outfitBoardBackground,
-    borderWidth: 1,
-    borderColor: "rgba(17,19,26,0.08)",
-  },
-  shellBoardDeep: {
-    minHeight: 372,
-    opacity: 0.8,
-  },
-  shellSummary: {
-    gap: 8,
-    paddingTop: 4,
-  },
-  shellSummaryLine: {
-    width: "66%",
-    height: 11,
-  },
 });
diff --git a/functions/src/generateAuraSwipeBatch.ts b/functions/src/generateAuraSwipeBatch.ts
index 69a51ce..67773b0 100644
--- a/functions/src/generateAuraSwipeBatch.ts
+++ b/functions/src/generateAuraSwipeBatch.ts
@@ -226,14 +226,49 @@ export const generateAuraSwipeBatch = onCall(
     const requestedNumOutfits =
       request.data?.numOutfits ?? parsed.numOutfits ?? inferRequestedOutfitCount(intentText) ?? 8;
     const numOutfits = clampNumOutfits(requestedNumOutfits, 8);
+    const excludeItemIds = Array.isArray(request.data?.excludeItemIds)
+      ? request.data.excludeItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 24)
+      : [];
+    const recentItemIds = Array.isArray(request.data?.recentItemIds)
+      ? request.data.recentItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 36)
+      : [];
+    const previousLookItemIds = Array.isArray(request.data?.previousLookItemIds)
+      ? request.data.previousLookItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 12)
+      : [];
+    const previousLookSignatures = Array.isArray(request.data?.previousLookSignatures)
+      ? request.data.previousLookSignatures.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 12)
+      : [];
+    const maxOverlap = Number.isFinite(Number(request.data?.maxOverlap))
+      ? Math.max(0, Math.min(3, Math.round(Number(request.data.maxOverlap))))
+      : 2;
 
     const db = getFirestore();
     const allItems = await fetchWardrobeItems(db, uid);
     const memory = await loadCompactAuraMemoryContext(db, uid, null);
-    const generated = generateOutfitCandidates(allItems, parsed.intent, {
+    let generated = generateOutfitCandidates(allItems, parsed.intent, {
       numOutfits,
       memory,
+      excludeItemIds,
+      diversity: {
+        recentItemIds,
+        previousLookItemIds,
+        previousLookSignatures,
+        maxOverlap,
+      },
     });
+    if (!generated.outfits.length && excludeItemIds.length) {
+      generated = generateOutfitCandidates(allItems, parsed.intent, {
+        numOutfits,
+        memory,
+        excludeItemIds: [],
+        diversity: {
+          recentItemIds,
+          previousLookItemIds,
+          previousLookSignatures,
+          maxOverlap,
+        },
+      });
+    }
 
     logger.info("generateAuraSwipeBatch built batch", {
       uid,
@@ -243,6 +278,13 @@ export const generateAuraSwipeBatch = onCall(
       slotCounts: generated.slotCounts,
       returned: generated.outfits.length,
       fallbackMode: generated.fallbackMode ?? "strict",
+      diversity: {
+        excludeItemIds,
+        previousLookItemIds,
+        recentItemIds,
+        previousLookSignatures,
+        maxOverlap,
+      },
     });
 
     const itemsById = new Map(allItems.map((item) => [item.id, item]));
diff --git a/functions/src/shared/auraCandidatePreview.ts b/functions/src/shared/auraCandidatePreview.ts
index b801af1..0221fd0 100644
--- a/functions/src/shared/auraCandidatePreview.ts
+++ b/functions/src/shared/auraCandidatePreview.ts
@@ -5,7 +5,7 @@ import { redactUrlForLogs } from "./safeFetch";
 const DEBUG_AURA_CANDIDATE_LOGS =
   process.env.DEBUG_AURA_CANDIDATE_LOGS === "1" ||
   process.env.DEBUG_AURA_CANDIDATE_LOGS === "true";
-const PRODUCT_IMAGE_VISION_RANK_LIMIT = 3;
+const PRODUCT_IMAGE_VISION_RANK_LIMIT = 8;
 
 function debugAuraCandidateInfo(...args: Parameters<typeof console.info>) {
   if (DEBUG_AURA_CANDIDATE_LOGS) {
@@ -30,9 +30,33 @@ export type AuraCandidateItem = {
   color?: string | null;
   brand?: string | null;
   material?: string | null;
+  materials?: string[];
   fit?: string | null;
+  sleeveLength?: string | null;
+  collar?: string | null;
+  length?: string | null;
   pattern?: string | null;
   confidence?: number | null;
+  retailPrice?: number | null;
+  purchasePrice?: number | null;
+  estimatedValue?: number | null;
+  currency?: string | null;
+  originalPrice?: number | null;
+  salePrice?: number | null;
+  originalCurrency?: string | null;
+  priceSource?: "product_link" | "manual" | "estimated" | null;
+  priceDisplay?: string | null;
+  price?: number | null;
+  productUrl?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
+  sizeOptions?: string[];
+  availableSizes?: string[];
+  careInstructions?: string[];
+  productDescription?: string | null;
+  graphicText?: string | null;
+  motif?: string | null;
+  collaborationName?: string | null;
   sourceType: "image" | "link" | "batch";
   sourceUrl?: string | null;
   status: "awaiting_confirmation" | "needs_review" | "added" | "cancelled" | "failed";
@@ -52,6 +76,8 @@ export type RankedProductImage = {
   isCropped: boolean;
   isThumbnail: boolean;
   isLifestyleOrBanner: boolean;
+  isSideProfileFootwear?: boolean;
+  isOverheadFootwear?: boolean;
   bucket?: ProductImageBucket;
 };
 
@@ -68,6 +94,8 @@ type RawProductImageRanking = {
   isCropped: boolean;
   isThumbnail: boolean;
   isLifestyleOrBanner: boolean;
+  isSideProfileFootwear: boolean;
+  isOverheadFootwear: boolean;
   containsMultipleGarments: boolean;
   reasons: string[];
 };
@@ -139,27 +167,69 @@ export function fallbackImageCandidates(imageGroups: string[][]): AuraCandidateI
 export function candidatesFromProductExtractions(
   extractions: ProductExtraction[],
 ): AuraCandidateItem[] {
-  return extractions.map((extraction, index) => ({
-    candidateId: `link-${Date.now()}-${index}`,
-    imageUrls: extraction.imageUrls,
-    primaryImageUrl: extraction.imageUrls[0] ?? null,
-    secondaryImageUrls: extraction.imageUrls.slice(1),
-    title: extraction.metadata.title ?? null,
-    category: extraction.metadata.categoryHints?.[0] ?? null,
-    subCategory: extraction.metadata.categoryHints?.[1] ?? null,
-    color: extraction.metadata.color ?? null,
-    brand:
-      extraction.status === "needs_review"
-        ? extraction.metadata.brand ?? null
-        : extraction.metadata.brand ?? extraction.metadata.retailer ?? null,
-    material: extraction.metadata.material ?? null,
-    fit: null,
-    pattern: null,
-    confidence: extraction.confidence ?? null,
-    sourceType: extractions.length > 1 ? "batch" : "link",
-    sourceUrl: extraction.metadata.sourceUrl,
-    status: extraction.status === "needs_review" ? "needs_review" : "awaiting_confirmation",
-  }));
+  return extractions.map((extraction, index) => {
+    const titleHints = productCategoryHintsFromText(
+      extraction.metadata.title,
+      extraction.metadata.description,
+    );
+    const amount = extraction.metadata.priceAmount ?? null;
+    const currency = extraction.metadata.priceCurrency ?? extraction.metadata.currency ?? null;
+    const currentAmount =
+      typeof extraction.metadata.salePrice === "number"
+        ? extraction.metadata.salePrice
+        : amount;
+    const priceFields =
+      typeof currentAmount === "number" && Number.isFinite(currentAmount)
+        ? {
+            retailPrice: currentAmount,
+            purchasePrice: currentAmount,
+            estimatedValue: currentAmount,
+            currency,
+            originalPrice: extraction.metadata.originalPrice ?? amount ?? currentAmount,
+            salePrice: extraction.metadata.salePrice ?? null,
+            originalCurrency: currency,
+            priceSource: "product_link" as const,
+            priceDisplay: extraction.metadata.priceDisplay ?? extraction.metadata.price ?? null,
+            price: currentAmount,
+          }
+        : {};
+    return {
+      candidateId: `link-${Date.now()}-${index}`,
+      imageUrls: extraction.imageUrls,
+      primaryImageUrl: extraction.imageUrls[0] ?? null,
+      secondaryImageUrls: extraction.imageUrls.slice(1),
+      title: extraction.metadata.title ?? null,
+      category: titleHints.category ?? extraction.metadata.categoryHints?.[0] ?? null,
+      subCategory: titleHints.subCategory ?? extraction.metadata.categoryHints?.[1] ?? null,
+      color: extraction.metadata.color ?? null,
+      displayColor: extraction.metadata.displayColor ?? extraction.metadata.color ?? null,
+      displayColors: extraction.metadata.displayColors ?? [],
+      brand:
+        extraction.status === "needs_review"
+          ? extraction.metadata.brand ?? null
+          : extraction.metadata.brand ?? extraction.metadata.retailer ?? null,
+      material: extraction.metadata.material ?? null,
+      materials: extraction.metadata.materials ?? [],
+      fit: extraction.metadata.fit ?? null,
+      sleeveLength: extraction.metadata.sleeveLength ?? null,
+      collar: extraction.metadata.collar ?? null,
+      length: extraction.metadata.length ?? null,
+      pattern: extraction.metadata.pattern ?? null,
+      sizeOptions: extraction.metadata.sizeOptions ?? [],
+      availableSizes: extraction.metadata.availableSizes ?? extraction.metadata.sizeOptions ?? [],
+      careInstructions: extraction.metadata.careInstructions ?? [],
+      productDescription: extraction.metadata.productDescription ?? extraction.metadata.description ?? null,
+      graphicText: extraction.metadata.graphicText ?? null,
+      motif: extraction.metadata.motif ?? null,
+      collaborationName: extraction.metadata.collaborationName ?? null,
+      confidence: extraction.confidence ?? null,
+      ...priceFields,
+      sourceType: extractions.length > 1 ? "batch" : "link",
+      sourceUrl: extraction.metadata.sourceUrl,
+      productUrl: extraction.metadata.sourceUrl,
+      status: extraction.status === "needs_review" ? "needs_review" : "awaiting_confirmation",
+    };
+  });
 }
 
 function imageDedupeKey(url: string) {
@@ -337,24 +407,39 @@ function productImageScore(params: {
   result: RawProductImageRanking | undefined;
   bucket: ProductImageBucket;
   url: string;
+  isFootwearProduct?: boolean;
 }) {
-  const { result, bucket, url } = params;
+  const { result, bucket, url, isFootwearProduct } = params;
   const baseScore = Math.max(0, Math.min(100, Number(result?.score ?? 20)));
   const signals = urlImageSignals(url);
   let score = baseScore + signals.score;
   if (result?.hasFullProductVisible) score += 80;
   if (result?.isFrontFacing) score += 24;
-  if (result?.isGarmentOnly) score += 22;
-  if (result?.isModelImage) score += result?.hasFullProductVisible ? 8 : -18;
+  if (result?.isGarmentOnly) score += 40;
+  if (result?.isModelImage) score += result?.hasFullProductVisible ? 0 : -24;
   if (!result?.hasFullProductVisible) score -= 55;
   if (result?.containsMultipleGarments) score -= 38;
   if (result?.isDetailCloseUp || signals.detailPenalty) score -= 120;
   if (result?.isCropped) score -= 95;
   if (result?.isThumbnail || signals.thumbnailPenalty) score -= 120;
   if (result?.isLifestyleOrBanner || signals.socialPenalty) score -= 90;
-  if (bucket === "garment_only") score += 28;
-  if (bucket === "model_editorial") score += result?.hasFullProductVisible ? 10 : -35;
+  if (bucket === "garment_only") score += 44;
+  if (bucket === "model_editorial") score += result?.hasFullProductVisible ? 0 : -42;
   if (bucket === "detail_or_crop") score -= 120;
+  if (isFootwearProduct) {
+    const usableFootwearProductImage =
+      result?.hasFullProductVisible &&
+      !result?.isDetailCloseUp &&
+      !result?.isCropped &&
+      !result?.isThumbnail &&
+      !result?.isLifestyleOrBanner;
+    if (usableFootwearProductImage && result?.isSideProfileFootwear) {
+      score += 170;
+    }
+    if (usableFootwearProductImage && result?.isOverheadFootwear) {
+      score -= 80;
+    }
+  }
   return score;
 }
 
@@ -506,11 +591,21 @@ function logRankedProductImages(params: {
       isCropped: item.isCropped,
       isThumbnail: item.isThumbnail,
       isLifestyleOrBanner: item.isLifestyleOrBanner,
+      isSideProfileFootwear: item.isSideProfileFootwear ?? false,
+      isOverheadFootwear: item.isOverheadFootwear ?? false,
       reasons: item.reasons,
     })),
   });
 }
 
+function isFootwearProductText(title?: string | null, description?: string | null) {
+  const hints = productCategoryHintsFromText(title, description);
+  if (hints.category === "footwear") return true;
+  return /\b(air force|jordan|dunk|shoe|shoes|sneaker|sneakers|trainer|trainers|boot|boots|loafer|loafers|sandal|sandals|footwear)\b/i.test(
+    `${title ?? ""} ${description ?? ""}`,
+  );
+}
+
 export async function rankProductLinkImages(params: {
   client: OpenAI;
   imageUrls: string[];
@@ -520,6 +615,7 @@ export async function rankProductLinkImages(params: {
 }): Promise<RankedProductImage[]> {
   const extractedImageCount = params.imageUrls.length;
   const imageUrls = stableUniqueUrls(params.imageUrls).slice(0, 24);
+  const isFootwearProduct = isFootwearProductText(params.title, params.description);
   const urlOnlyRanked = imageUrls.map((url, index) => rankedImageFromUrlOnly(url, index));
   const visionRankCandidates = selectVisionRankCandidates(urlOnlyRanked);
   debugAuraCandidateInfo("[LINK_IMAGE_CANDIDATES]", {
@@ -527,6 +623,7 @@ export async function rankProductLinkImages(params: {
     candidateCount: imageUrls.length,
     urls: imageUrls,
     title: params.title ?? null,
+    isFootwearProduct,
   });
   if (imageUrls.length <= 1) {
     const ranked = imageUrls.map((url, index) => ({
@@ -595,7 +692,7 @@ export async function rankProductLinkImages(params: {
         {
           role: "developer",
           content:
-            "Rank retail product images for wardrobe item ingestion. Prefer the image that shows the complete target garment/product clearly. Penalize detail crops, fabric/texture shots, zoomed logos or chest graphics, thumbnails, banners, social previews, and lifestyle images where the item is not the clear product. A garment-only/product-only image has no visible person, model, limbs, head, torso, mannequin, or full outfit; it is usually a standalone garment on a plain studio background or flat lay. Any image with a person wearing the item, even if the target product is visible, is model/editorial. A full clean model shot is better than a cropped detail close-up. If the title says shirt, shorts, jeans, or another specific garment, a full-body model wearing other garments is not garment-only.",
+            "Rank retail product images for wardrobe item ingestion. Prefer a clean garment-only/product-only packshot over model/editorial images when both clearly show the product. The primary wardrobe image should show the complete target garment/product clearly. For footwear, if a clean side/lateral profile product photo of the shoe is available, prefer it as primary over top-down, overhead, pair, sole, or detail views. A side/lateral footwear profile is a horizontal shoe image from the side, often toe pointing left or right; only prefer it when the full shoe is visible and it is not cropped. Penalize detail crops, fabric/texture shots, zoomed logos or chest graphics, thumbnails, banners, social previews, and lifestyle images where the item is not the clear product. A garment-only/product-only image has no visible person, model, limbs, head, torso, mannequin, or full outfit; it is usually a standalone garment on a plain studio background or flat lay. Any image with a person wearing the item, even if the target product is visible, is model/editorial. A full clean model shot is better than a cropped detail close-up only when no garment-only/product-only packshot is available. If the title says shirt, shorts, jeans, or another specific garment, a full-body model wearing other garments is not garment-only.",
         },
         {
           role: "user",
@@ -605,7 +702,7 @@ export async function rankProductLinkImages(params: {
               text:
                 `Product title: ${params.title ?? "unknown"}\n` +
                 `Description: ${params.description ?? "unknown"}\n` +
-                "For each image index, score 0-100 for usefulness as the primary wardrobe item image and classify whether it is garment-only/product-only, model/editorial, front-facing/canonical, whether the full target product is visible, whether it is a detail close-up, cropped/partial, thumbnail, social/banner/lifestyle image, and whether it contains multiple visible garments. Return JSON only.",
+                "For each image index, score 0-100 for usefulness as the primary wardrobe item image and classify whether it is garment-only/product-only, model/editorial, front-facing/canonical, whether the full target product is visible, whether it is a footwear side/lateral profile view, whether it is a footwear overhead/top-down view, whether it is a detail close-up, cropped/partial, thumbnail, social/banner/lifestyle image, and whether it contains multiple visible garments. Return JSON only.",
             },
             ...visionRankCandidates.flatMap((item) => [
               {
@@ -645,6 +742,8 @@ export async function rankProductLinkImages(params: {
                     isCropped: { type: "boolean" },
                     isThumbnail: { type: "boolean" },
                     isLifestyleOrBanner: { type: "boolean" },
+                    isSideProfileFootwear: { type: "boolean" },
+                    isOverheadFootwear: { type: "boolean" },
                     containsMultipleGarments: { type: "boolean" },
                     reasons: {
                       type: "array",
@@ -662,6 +761,8 @@ export async function rankProductLinkImages(params: {
                     "isCropped",
                     "isThumbnail",
                     "isLifestyleOrBanner",
+                    "isSideProfileFootwear",
+                    "isOverheadFootwear",
                     "containsMultipleGarments",
                     "reasons",
                   ],
@@ -685,6 +786,8 @@ export async function rankProductLinkImages(params: {
         isCropped: boolean;
         isThumbnail: boolean;
         isLifestyleOrBanner: boolean;
+        isSideProfileFootwear: boolean;
+        isOverheadFootwear: boolean;
         containsMultipleGarments: boolean;
         reasons: string[];
       }[];
@@ -705,7 +808,7 @@ export async function rankProductLinkImages(params: {
         signals.detailPenalty || signals.thumbnailPenalty || signals.socialPenalty
           ? "detail_or_crop"
           : productImageBucket(result);
-      const score = productImageScore({ result, bucket, url });
+      const score = productImageScore({ result, bucket, url, isFootwearProduct });
       const combinedReasons = [
         ...(result?.reasons?.slice(0, 4) ?? ["not ranked by model"]),
         ...signals.reasons.slice(0, 3),
@@ -724,6 +827,8 @@ export async function rankProductLinkImages(params: {
         isCropped: !!result?.isCropped,
         isThumbnail: !!result?.isThumbnail || signals.thumbnailPenalty,
         isLifestyleOrBanner: !!result?.isLifestyleOrBanner || signals.socialPenalty,
+        isSideProfileFootwear: !!result?.isSideProfileFootwear,
+        isOverheadFootwear: !!result?.isOverheadFootwear,
         bucket,
       };
       debugAuraCandidateInfo("[LINK_PRIMARY_SCORE]", {
@@ -742,6 +847,8 @@ export async function rankProductLinkImages(params: {
         isCropped: item.isCropped,
         isThumbnail: item.isThumbnail,
         isLifestyleOrBanner: item.isLifestyleOrBanner,
+        isSideProfileFootwear: item.isSideProfileFootwear,
+        isOverheadFootwear: item.isOverheadFootwear,
         containsMultipleGarments: !!result?.containsMultipleGarments,
         reasons: item.reasons,
       });
@@ -759,6 +866,8 @@ export async function rankProductLinkImages(params: {
         isCropped: item.isCropped,
         isThumbnail: item.isThumbnail,
         isLifestyleOrBanner: item.isLifestyleOrBanner,
+        isSideProfileFootwear: item.isSideProfileFootwear,
+        isOverheadFootwear: item.isOverheadFootwear,
         reasons: item.reasons,
       });
       return item;
@@ -886,12 +995,46 @@ export async function rankProductExtractionImages(params: {
 }
 
 export function productCategoryHintsFromText(title?: string | null, description?: string | null) {
-  const text = `${title ?? ""} ${description ?? ""}`.toLowerCase();
+  const titleText = String(title ?? "").toLowerCase();
+  const text = `${titleText} ${description ?? ""}`.toLowerCase();
+  const topSubCategory = (() => {
+    if (/\bpolo\b/.test(titleText)) return "polo";
+    if (/\bt-?shirt|\btee\b/.test(titleText)) return "tshirt";
+    if (/\bhoodie\b/.test(titleText)) return "hoodie";
+    if (/\bsweater|jumper|knit\b/.test(titleText)) return "sweater";
+    if (/\btank|vest\b/.test(titleText)) return "tank";
+    if (/\bblouse\b/.test(titleText)) return "blouse";
+    if (/\bshirt\b/.test(titleText)) return "shirt";
+    return null;
+  })();
+  if (topSubCategory) return { category: "top", subCategory: topSubCategory };
+  if (/\b(jacket|coat|blazer)\b/.test(titleText)) return { category: "outerwear", subCategory: null };
+  if (/\b(shoe|sneaker|boot|loafer|sandal)\b/.test(titleText)) return { category: "footwear", subCategory: null };
+  if (/\b(dress|jumpsuit|romper)\b/.test(titleText)) return { category: "one_piece", subCategory: null };
+  if (/\b(shorts?|trousers?|pants?|jeans?|skirt|leggings?)\b/.test(titleText)) {
+    return {
+      category: "bottom",
+      subCategory: /\bshorts?\b/.test(titleText)
+        ? "shorts"
+        : /\bjeans?\b/.test(titleText)
+          ? "jeans"
+          : /\bskirt\b/.test(titleText)
+            ? "skirt"
+            : "trousers",
+    };
+  }
   if (/\b(shorts?|trousers?|pants?|jeans?|skirt|leggings?)\b/.test(text)) {
     return { category: "bottom", subCategory: text.includes("short") ? "shorts" : null };
   }
   if (/\b(shirt|t-shirt|tee|polo|sweater|hoodie|blouse|top)\b/.test(text)) {
-    return { category: "top", subCategory: text.includes("sweater") ? "sweater" : null };
+    return {
+      category: "top",
+      subCategory: text.includes("polo")
+        ? "polo"
+        : text.includes("sweater")
+          ? "sweater"
+          : null,
+    };
   }
   if (/\b(jacket|coat|blazer)\b/.test(text)) return { category: "outerwear", subCategory: null };
   if (/\b(shoe|sneaker|boot|loafer|sandal)\b/.test(text)) return { category: "footwear", subCategory: null };
diff --git a/functions/src/shared/outfitEngine.ts b/functions/src/shared/outfitEngine.ts
index 7bd0bc5..d902c71 100644
--- a/functions/src/shared/outfitEngine.ts
+++ b/functions/src/shared/outfitEngine.ts
@@ -167,6 +167,14 @@ type OutfitCandidate = {
   itemIds: string[];
 };
 
+export type OutfitDiversityOptions = {
+  recentItemIds?: string[];
+  previousLookItemIds?: string[];
+  previousLookSignatures?: string[];
+  excludedLookIds?: string[];
+  maxOverlap?: number;
+};
+
 type PreferenceBiasContext = {
   explicitFavoriteColors: AllowedColor[];
   explicitAvoidColors: AllowedColor[];
@@ -378,6 +386,66 @@ function toMillis(value: WardrobeItem["lastWornDate"]): number | null {
   return null;
 }
 
+function normalizeIdList(values: unknown, maxLength: number): string[] {
+  if (!Array.isArray(values)) return [];
+  const seen = new Set<string>();
+  const out: string[] = [];
+  for (const value of values) {
+    const id = String(value ?? "").trim();
+    if (!id || seen.has(id)) continue;
+    seen.add(id);
+    out.push(id);
+    if (out.length >= maxLength) break;
+  }
+  return out;
+}
+
+function outfitSignature(itemIds: string[]) {
+  return normalizeIdList(itemIds, 12).sort().join("|");
+}
+
+function overlapCount(itemIds: string[], compareIds: Set<string>) {
+  if (!compareIds.size) return 0;
+  return itemIds.filter((itemId) => compareIds.has(itemId)).length;
+}
+
+function underusedWearableBonus(items: WardrobeItem[]) {
+  const now = Date.now();
+  return items.reduce((sum, item) => {
+    const worn = toMillis(item.lastWornDate);
+    if (!worn) return sum + 0.018;
+    const days = (now - worn) / (24 * 60 * 60 * 1000);
+    if (days >= 30) return sum + 0.02;
+    if (days >= 14) return sum + 0.012;
+    return sum;
+  }, 0);
+}
+
+function diversityAdjustment(
+  candidate: OutfitCandidate,
+  diversity?: OutfitDiversityOptions | null
+) {
+  if (!diversity) return 0;
+  const previousIds = new Set(normalizeIdList(diversity.previousLookItemIds, 12));
+  const recentIds = new Set(normalizeIdList(diversity.recentItemIds, 36));
+  const previousSignatures = new Set([
+    ...normalizeIdList(diversity.previousLookSignatures, 12),
+    ...normalizeIdList(diversity.excludedLookIds, 12),
+  ]);
+  const signature = outfitSignature(candidate.itemIds);
+  const previousOverlap = overlapCount(candidate.itemIds, previousIds);
+  const recentOverlap = overlapCount(candidate.itemIds, recentIds);
+  const maxOverlap = Math.max(0, Math.min(3, Number(diversity.maxOverlap ?? 2)));
+  let adjustment = 0;
+  if (previousSignatures.has(signature)) adjustment -= 999;
+  adjustment -= previousOverlap * 0.18;
+  adjustment -= Math.max(0, previousOverlap - maxOverlap) * 0.36;
+  adjustment -= Math.max(0, recentOverlap - previousOverlap) * 0.055;
+  const roleCoverage = new Set(candidate.picks.map((pick) => pick.slot)).size;
+  adjustment += Math.max(0, roleCoverage - 3) * 0.018;
+  return adjustment;
+}
+
 function normalizeItemColors(item: WardrobeItem): AllowedColor[] {
   const values = [
     ...(Array.isArray(item.colors) ? item.colors : []),
@@ -1035,7 +1103,8 @@ function assembleOutfits(
   intent: OutfitIntentV1,
   preferenceBias: PreferenceBiasContext,
   count: number,
-  lockedBySlot?: Partial<Record<Slot, WardrobeItem>>
+  lockedBySlot?: Partial<Record<Slot, WardrobeItem>>,
+  diversity?: OutfitDiversityOptions | null
 ): OutfitCandidate[] {
   const topCandidates = lockedBySlot?.top
     ? topItems.filter((item) => item.item.id === lockedBySlot.top?.id).slice(0, 1)
@@ -1101,7 +1170,8 @@ function assembleOutfits(
                 preferenceBias
               ) +
               variant.bonus +
-              accessoryVariant.bonus;
+              accessoryVariant.bonus +
+              underusedWearableBonus(chosen.map((value) => value.item));
             const picks = chosen.map((value) => ({
               slot: value.slot,
               itemId: value.item.id,
@@ -1137,7 +1207,7 @@ function assembleOutfits(
     .slice(0, Math.max(count * 6, 18))
     .map((combo) => ({
       combo,
-      score: combo.score,
+      score: combo.score + diversityAdjustment(combo, diversity),
       randomSeed: Math.random(),
     }));
 
@@ -1343,6 +1413,7 @@ function buildCandidatesFromPool(
     numOutfits: number;
     preferredSlot?: Slot | null;
     lockedItemsBySlot?: Partial<Record<Slot, WardrobeItem>>;
+    diversity?: OutfitDiversityOptions | null;
   },
 ) {
   const memory = options.memory ?? null;
@@ -1400,6 +1471,7 @@ function buildCandidatesFromPool(
     preferenceBias,
     options.numOutfits,
     options.lockedItemsBySlot,
+    options.diversity,
   );
 
   if (options.preferredSlot) {
@@ -1429,6 +1501,7 @@ export function generateOutfitCandidates(
     excludeItemIds?: string[];
     lockedItemsBySlot?: Partial<Record<Slot, WardrobeItem>>;
     memory?: CompactAuraMemoryContext | null;
+    diversity?: OutfitDiversityOptions | null;
   }
 ): {
   outfits: OutfitCandidate[];
@@ -1446,6 +1519,7 @@ export function generateOutfitCandidates(
     numOutfits: count,
     preferredSlot: options?.preferredSlot,
     lockedItemsBySlot: options?.lockedItemsBySlot,
+    diversity: options?.diversity,
   });
   if (strictResult.outfits.length > 0) {
     return strictResult;
@@ -1459,6 +1533,7 @@ export function generateOutfitCandidates(
     numOutfits: count,
     preferredSlot: options?.preferredSlot,
     lockedItemsBySlot: options?.lockedItemsBySlot,
+    diversity: options?.diversity,
   });
   if (relaxedResult.outfits.length > 0) {
     return {
@@ -1474,6 +1549,7 @@ export function generateOutfitCandidates(
     numOutfits: count,
     preferredSlot: options?.preferredSlot,
     lockedItemsBySlot: options?.lockedItemsBySlot,
+    diversity: options?.diversity,
   });
   if (unconstrainedRelaxedResult.outfits.length > 0) {
     return {
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index 12b1926..ced3c76 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -1,28 +1,33 @@
-import React, { memo, useEffect, useMemo, useState } from "react";
 import AppImage from "@/src/components/common/AppImage";
+import { Ionicons } from "@expo/vector-icons";
 import { useRouter } from "expo-router";
-import Animated, {
-  Easing,
-  useAnimatedStyle,
-  useSharedValue,
-  withDelay,
-  withTiming,
-} from "react-native-reanimated";
+import React, { memo, useEffect, useMemo, useState } from "react";
 import {
+  ActivityIndicator,
+  ImageStyle,
+  Modal,
+  Platform,
+  Pressable,
+  ScrollView,
   StyleProp,
   StyleSheet,
   Text,
   TouchableOpacity,
+  useWindowDimensions,
   View,
   ViewStyle,
-  Platform,
-  useWindowDimensions,
 } from "react-native";
+import Animated, {
+  Easing,
+  useAnimatedStyle,
+  useSharedValue,
+  withDelay,
+  withTiming,
+} from "react-native-reanimated";
 
 import { auraColors, type AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraPressable from "@/src/components/aura/AuraPressable";
-import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { ItemDetailSheet } from "@/src/components/aura/ItemDetailSheet";
 import { AccessoryStrip } from "@/src/components/outfit/AccessoryStrip";
 import {
@@ -32,20 +37,36 @@ import {
   CHIP_HORIZONTAL_PADDING,
   CTA_HEIGHT,
   CTA_HORIZONTAL_PADDING,
+  HOME_CTA_HEIGHT,
   PILL_RADIUS,
 } from "@/src/constants/auraControls";
-import { buildRenderPlan, type AuraLayoutItem, type AuraLayoutVariant } from "@/src/lib/auraLookLayouts";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import {
+  buildRenderPlan,
+  type AuraLayoutItem,
+  type AuraLayoutVariant,
+} from "@/src/lib/auraLookLayouts";
 import type { ClothingItem } from "@/src/types/ClothingItem";
-import type { AuraLook, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
+import type {
+  AuraLook,
+  AuraLookAction,
+  AuraLookOptionMeta,
+} from "@/src/types/aura";
 
 type Props = {
   look: AuraLook;
   colors?: AppColors;
   itemsById?: Map<string, ClothingItem>;
   style?: StyleProp<ViewStyle>;
-  onAction?: (action: AuraLookAction, look: AuraLook, option?: AuraLookOptionMeta) => void;
+  onAction?: (
+    action: AuraLookAction,
+    look: AuraLook,
+    option?: AuraLookOptionMeta,
+  ) => void;
   onPressSave?: () => void;
   onPressPlan?: () => void;
+  onPressRegenerate?: () => void;
+  regenerating?: boolean;
   option?: AuraLookOptionMeta | null;
   viewportWidth?: number;
   hideActions?: boolean;
@@ -61,10 +82,73 @@ const BOARD_ASPECT_RATIO = 1;
 const HOME_BOARD_ASPECT_RATIO = 0.72;
 const ACTION_HIT_SLOP = 6;
 
+type AccessoryImageSlot =
+  | "top-left-chain"
+  | "top-center-glasses"
+  | "top-right-hat"
+  | "belt-zone"
+  | "bag-zone"
+  | "perfume-zone"
+  | "accessory-grid-1"
+  | "accessory-grid-2"
+  | "accessory-grid-3"
+  | "accessory-grid-4";
+
+type AccessoryImageVariant = AuraLayoutVariant | "default";
+type AccessoryImageStyle = Pick<ImageStyle, "width" | "height">;
+
+// Layout zones control placement/container size; this map only controls how accessory images fill those zones.
+// Keep home tunings separate so landscape boards can size belts/glasses/bags without affecting chat boards.
+const ACCESSORY_IMAGE_STYLE_BY_VARIANT: Partial<
+  Record<
+    AccessoryImageVariant,
+    Partial<Record<AccessoryImageSlot, AccessoryImageStyle>>
+  >
+> = {
+  default: {
+    "top-left-chain": { width: "100%", height: "100%" },
+    "top-center-glasses": { width: "100%", height: "100%" },
+    "top-right-hat": { width: "100%", height: "100%" },
+    "belt-zone": { width: "20%", height: "420%" },
+    "bag-zone": { width: "100%", height: "100%" },
+    "perfume-zone": { width: "100%", height: "100%" },
+    "accessory-grid-1": { width: "100%", height: "100%" },
+    "accessory-grid-2": { width: "100%", height: "100%" },
+    "accessory-grid-3": { width: "100%", height: "100%" },
+    "accessory-grid-4": { width: "100%", height: "100%" },
+  },
+  home: {
+    "top-left-chain": { width: "100%", height: "100%" },
+    "top-center-glasses": { width: "150%", height: "150%" },
+    "top-right-hat": { width: "100%", height: "100%" },
+    "belt-zone": { width: "700%", height: "700%" },
+    "bag-zone": { width: "100%", height: "100%" },
+    "perfume-zone": { width: "100%", height: "100%" },
+    "accessory-grid-1": { width: "100%", height: "100%" },
+    "accessory-grid-2": { width: "100%", height: "100%" },
+    "accessory-grid-3": { width: "100%", height: "100%" },
+    "accessory-grid-4": { width: "100%", height: "100%" },
+  },
+};
+
 function firstNonEmpty<T>(...values: (T | null | undefined)[]): T | undefined {
   return values.find(Boolean) as T | undefined;
 }
 
+function getAccessoryImageStyle(
+  variant: AuraLayoutVariant,
+  slotName: string,
+  item?: AuraLayoutItem | null,
+): AccessoryImageStyle | null {
+  if (item?.role !== "accessory") return null;
+  const slot = slotName as AccessoryImageSlot;
+  return (
+    ACCESSORY_IMAGE_STYLE_BY_VARIANT[variant]?.[slot] ??
+    ACCESSORY_IMAGE_STYLE_BY_VARIANT.default?.[slot] ??
+    null
+  );
+}
+
 function getImageSourceForBoardItem(item?: AuraLayoutItem | null) {
   const uri = firstNonEmpty(item?.image, item?.cleanedImageUrl, item?.imageUrl);
   return uri ? { uri } : null;
@@ -89,20 +173,47 @@ function cleanShortLabel(value?: string | null) {
       .filter(Boolean)
       .slice(0, 3)
       .join(" "),
-  );
+    );
+}
+
+function normalizeLabelForComparison(value?: string | null) {
+  return (value ?? "")
+    .toLowerCase()
+    .replace(/[^a-z0-9]+/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
 }
 
 function normalizeDirectionLabel(...values: (string | null | undefined)[]) {
-  const joined = values
-    .filter(Boolean)
-    .join(" ")
-    .toLowerCase();
+  const joined = values.filter(Boolean).join(" ").toLowerCase();
   if (joined.includes("safe")) return "Safe";
   if (joined.includes("balanced")) return "Balanced";
   if (joined.includes("bold")) return "Bold";
   return "";
 }
 
+function shouldShowVibeLabel(
+  vibeLabel: string,
+  directionLabel: string,
+) {
+  if (!vibeLabel) return false;
+  if (!directionLabel) return true;
+
+  const normalizedVibe = normalizeLabelForComparison(vibeLabel);
+  const normalizedDirection = normalizeLabelForComparison(directionLabel);
+
+  if (normalizedVibe === normalizedDirection) return false;
+  if (normalizedVibe.startsWith(`${normalizedDirection} `)) return false;
+  if (
+    normalizedVibe.includes(normalizedDirection) &&
+    normalizedVibe.includes("closet")
+  ) {
+    return false;
+  }
+
+  return true;
+}
+
 function looksLikeRawOutfitTitle(value?: string | null) {
   const title = (value ?? "").trim();
   if (!title) return true;
@@ -119,7 +230,8 @@ function deriveEditorialLookTitle(look: AuraLook) {
   if (explicit && !looksLikeRawOutfitTitle(explicit)) {
     return titleCase(explicit);
   }
-  const base = cleanShortLabel(look.vibe) || cleanShortLabel(look.personalizationLabel);
+  const base =
+    cleanShortLabel(look.vibe) || cleanShortLabel(look.personalizationLabel);
   if (!base) return "Aura Edit";
   if (/\b(reset|edit|uniform|casual)\b/i.test(base)) return base;
   if (base.split(/\s+/).length <= 2) return `${base} Reset`;
@@ -127,7 +239,11 @@ function deriveEditorialLookTitle(look: AuraLook) {
 }
 
 function deriveEditorialSubtitle(look: AuraLook) {
-  const source = [look.shortExplanation, look.stylingNote, look.personalizationNote]
+  const source = [
+    look.shortExplanation,
+    look.stylingNote,
+    look.personalizationNote,
+  ]
     .filter(Boolean)
     .join(" ")
     .replace(/\s+/g, " ")
@@ -141,13 +257,22 @@ function getItemLabel(item?: AuraLayoutItem | null) {
   return item?.itemName ?? "";
 }
 
-function getCategoryPadding(category?: string | null, subCategory?: string | null, accessoryType?: string | null) {
+function getCategoryPadding(
+  category?: string | null,
+  subCategory?: string | null,
+  accessoryType?: string | null,
+) {
   if (!category) return 10;
   const normalizedCategory = String(category).trim().toLowerCase();
-  const normalizedSubCategory = String(subCategory ?? "").trim().toLowerCase();
-  const normalizedAccessoryType = String(accessoryType ?? "").trim().toLowerCase();
+  const normalizedSubCategory = String(subCategory ?? "")
+    .trim()
+    .toLowerCase();
+  const normalizedAccessoryType = String(accessoryType ?? "")
+    .trim()
+    .toLowerCase();
   const accessoryDescriptor = `${normalizedSubCategory} ${normalizedAccessoryType}`;
-  const matchesAccessory = (values: string[]) => values.some((value) => accessoryDescriptor.includes(value));
+  const matchesAccessory = (values: string[]) =>
+    values.some((value) => accessoryDescriptor.includes(value));
 
   switch (normalizedCategory) {
     case "top":
@@ -162,11 +287,32 @@ function getCategoryPadding(category?: string | null, subCategory?: string | nul
     case "one_piece":
       return 6;
     case "accessory":
-      if (matchesAccessory(["bag", "backpack", "tote_bag", "tote", "clutch", "crossbody", "shoulder_bag", "mini_bag"])) return 10;
+      if (
+        matchesAccessory([
+          "bag",
+          "backpack",
+          "tote_bag",
+          "tote",
+          "clutch",
+          "crossbody",
+          "shoulder_bag",
+          "mini_bag",
+        ])
+      )
+        return 10;
       if (matchesAccessory(["sunglasses", "glasses"])) return 12;
       if (matchesAccessory(["cap", "hat", "beanie", "bucket_hat"])) return 10;
       if (matchesAccessory(["perfume", "cologne", "fragrance"])) return 10;
-      if (matchesAccessory(["necklace", "chain", "chain_belt", "jewelry", "jewellery"])) return 14;
+      if (
+        matchesAccessory([
+          "necklace",
+          "chain",
+          "chain_belt",
+          "jewelry",
+          "jewellery",
+        ])
+      )
+        return 14;
       if (matchesAccessory(["belt"])) return 4;
       return 12;
     default:
@@ -183,10 +329,13 @@ function BoardImage({
   zIndex,
   shadowIntensity,
   rotation,
+  slotName,
+  layoutVariant,
   animationIndex,
   animationKey,
   reduceMotion,
   onPress,
+  homeScale = false,
 }: {
   item?: AuraLayoutItem | null;
   leftPct: number;
@@ -196,15 +345,22 @@ function BoardImage({
   zIndex: number;
   shadowIntensity: number;
   rotation: number;
+  slotName: string;
+  layoutVariant: AuraLayoutVariant;
   animationIndex: number;
   animationKey: string;
   reduceMotion: boolean;
   onPress: (item: AuraLayoutItem) => void;
+  homeScale?: boolean;
 }) {
   const source = getImageSourceForBoardItem(item);
   const opacity = useSharedValue(reduceMotion ? 1 : 0);
   const translateY = useSharedValue(reduceMotion ? 0 : 20);
-  const isBelt = item?.accessoryType === "belt";
+  const accessoryImageStyle = getAccessoryImageStyle(
+    layoutVariant,
+    slotName,
+    item,
+  );
 
   useEffect(() => {
     if (reduceMotion) {
@@ -260,7 +416,20 @@ function BoardImage({
           styles.absolutePiece,
           Platform.OS === "android" ? styles.absolutePieceAndroid : null,
           {
-            padding: getCategoryPadding(item.role, item.subCategory, item.accessoryType),
+            padding: homeScale
+              ? Math.max(
+                  3,
+                  getCategoryPadding(
+                    item.role,
+                    item.subCategory,
+                    item.accessoryType,
+                  ) - 3,
+                )
+              : getCategoryPadding(
+                  item.role,
+                  item.subCategory,
+                  item.accessoryType,
+                ),
           },
         ]}
         onPress={() => onPress(item)}
@@ -269,7 +438,9 @@ function BoardImage({
           pointerEvents="none"
           style={[
             styles.photoShadow,
-            item.role === "footwear" ? styles.photoShadowFootwear : styles.photoShadowGarment,
+            item.role === "footwear"
+              ? styles.photoShadowFootwear
+              : styles.photoShadowGarment,
             item.role === "accessory" ? styles.photoShadowAccessory : null,
             {
               opacity:
@@ -285,10 +456,11 @@ function BoardImage({
           source={{
             uri: source.uri,
           }}
+          // Accessories still use contain; per-variant width/height only controls visual fill inside the zone.
           resizeMode="contain"
           style={[
             styles.image,
-            isBelt ? styles.beltImage : null,
+            accessoryImageStyle,
             {
               transform: [{ rotate: `${rotation}deg` }],
             },
@@ -307,6 +479,8 @@ export const AuraLookCard = memo(function AuraLookCard({
   onAction,
   onPressSave,
   onPressPlan,
+  onPressRegenerate,
+  regenerating = false,
   option,
   viewportWidth,
   hideActions = false,
@@ -320,6 +494,8 @@ export const AuraLookCard = memo(function AuraLookCard({
   const colors = providedColors ?? appColors;
   const { width: screenWidth } = useWindowDimensions();
   const [selectedItem, setSelectedItem] = useState<AuraLayoutItem | null>(null);
+  const [closetExpanded, setClosetExpanded] = useState(false);
+  const [closetSheetVisible, setClosetSheetVisible] = useState(false);
   const reduceMotion = useReduceMotion();
   const canLikeLook = look.actions.includes("likeLook");
   const canNotMyVibe = look.actions.includes("notMyVibe");
@@ -333,26 +509,47 @@ export const AuraLookCard = memo(function AuraLookCard({
   const isStudio = effectiveVariant === "studio";
   const isHome = effectiveVariant === "home";
   const isCondensed = compact || isHome;
-  const cardHorizontalPadding = isCondensed || swipeVariant || isStudio ? 12 : 14;
+  const cardHorizontalPadding =
+    isCondensed || swipeVariant || isStudio ? 12 : 14;
   const availableBoardWidth = Math.max(
     1,
-    (viewportWidth ?? screenWidth) - cardHorizontalPadding * 2 - (isHome ? 28 : 0),
+    (viewportWidth ?? screenWidth) -
+      cardHorizontalPadding * 2 -
+      (isHome ? 28 : 0),
   );
   const boardWidth = Math.min(
     availableBoardWidth,
     isHome ? HOME_BOARD_MAX_WIDTH : BOARD_MAX_WIDTH,
   );
-  const boardHeight = Math.round(boardWidth * (isHome ? HOME_BOARD_ASPECT_RATIO : BOARD_ASPECT_RATIO));
+  const boardHeight = Math.round(
+    boardWidth * (isHome ? HOME_BOARD_ASPECT_RATIO : BOARD_ASPECT_RATIO),
+  );
   const displayTitle = deriveEditorialLookTitle(look);
   const displayReason = deriveEditorialSubtitle(look);
-  const directionLabel = normalizeDirectionLabel(option?.optionLabel, look.personalizationLabel, look.vibe);
+  const directionLabel = normalizeDirectionLabel(
+    option?.optionLabel,
+    look.personalizationLabel,
+    look.vibe,
+  );
   const vibeLabelSource =
     cleanShortLabel(look.vibe) || cleanShortLabel(look.personalizationLabel);
-  const vibeLabel = vibeLabelSource && vibeLabelSource !== directionLabel ? vibeLabelSource : "";
-  const visibleClosetItems = isCondensed
-    ? (look.fromCloset ?? []).filter(Boolean).slice(0, swipeVariant ? 2 : 3)
-    : (look.fromCloset ?? []).filter(Boolean).slice(0, 5);
-  const hiddenClosetCount = Math.max(0, (look.fromCloset ?? []).filter(Boolean).length - visibleClosetItems.length);
+  const vibeLabel = shouldShowVibeLabel(vibeLabelSource, directionLabel)
+    ? vibeLabelSource
+    : "";
+  const closetItems = useMemo(
+    () => Array.from(new Set((look.fromCloset ?? []).filter(Boolean))),
+    [look.fromCloset],
+  );
+  const visibleClosetLimit = isCondensed ? (swipeVariant ? 2 : 3) : 5;
+  const visibleClosetItems =
+    closetExpanded && !swipeVariant
+      ? closetItems
+      : closetItems.slice(0, visibleClosetLimit);
+  const hiddenClosetCount = Math.max(
+    0,
+    closetItems.length - visibleClosetLimit,
+  );
+  const showClosetToggle = closetItems.length > visibleClosetLimit;
 
   const renderPlan = useMemo(
     () => buildRenderPlan(look, itemsById, { variant: effectiveVariant }),
@@ -363,12 +560,24 @@ export const AuraLookCard = memo(function AuraLookCard({
     return (
       maybeLookId ??
       `${look.lookTitle}|${look.vibe}|${look.pieces
-        .map((piece) => `${piece.itemId ?? piece.itemName}:${piece.role}:${piece.imageUrl ?? ""}`)
+        .map(
+          (piece) =>
+            `${piece.itemId ?? piece.itemName}:${piece.role}:${piece.imageUrl ?? ""}`,
+        )
         .join("|")}`
     );
   }, [look]);
+
+  useEffect(() => {
+    setClosetExpanded(false);
+    setClosetSheetVisible(false);
+  }, [animationKey]);
   const overflowLabels = Array.from(
-    new Set(renderPlan.overflowItems.map((item) => getItemLabel(item)).filter(Boolean)),
+    new Set(
+      renderPlan.overflowItems
+        .map((item) => getItemLabel(item))
+        .filter(Boolean),
+    ),
   ).slice(0, isCondensed ? 2 : 3);
 
   const boardContent = (
@@ -408,21 +617,20 @@ export const AuraLookCard = memo(function AuraLookCard({
           zIndex={entry.zIndex}
           shadowIntensity={entry.shadowIntensity}
           rotation={entry.rotation}
+          slotName={entry.slotName}
+          layoutVariant={effectiveVariant}
           animationIndex={index}
           animationKey={animationKey}
           reduceMotion={reduceMotion}
           onPress={setSelectedItem}
+          homeScale={isHome}
         />
       ))}
     </View>
   );
 
   if (boardOnly) {
-    return (
-      <View style={[styles.boardOnlyCard, style]}>
-        {boardContent}
-      </View>
-    );
+    return <View style={[styles.boardOnlyCard, style]}>{boardContent}</View>;
   }
 
   return (
@@ -454,8 +662,19 @@ export const AuraLookCard = memo(function AuraLookCard({
                 },
               ]}
             >
-              <View style={[styles.directionDot, isHome ? styles.directionDotHome : null, { backgroundColor: colors.softPurple }]} />
-              <Text style={[styles.directionChipText, { color: colors.lightPurple }]}>
+              <View
+                style={[
+                  styles.directionDot,
+                  isHome ? styles.directionDotHome : null,
+                  { backgroundColor: colors.softPurple },
+                ]}
+              />
+              <Text
+                style={[
+                  styles.directionChipText,
+                  { color: colors.lightPurple },
+                ]}
+              >
                 {directionLabel}
               </Text>
             </View>
@@ -465,10 +684,17 @@ export const AuraLookCard = memo(function AuraLookCard({
               style={[
                 styles.headerChip,
                 isHome ? styles.headerChipHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
             >
-              <Text style={[styles.vibeChipText, { color: colors.textSecondary }]}>{vibeLabel}</Text>
+              <Text
+                style={[styles.vibeChipText, { color: colors.textSecondary }]}
+              >
+                {vibeLabel}
+              </Text>
             </View>
           )}
         </View>
@@ -476,7 +702,14 @@ export const AuraLookCard = memo(function AuraLookCard({
 
       {boardContent}
 
-      <View style={[styles.copyBlock, isHome ? styles.copyBlockHome : null, swipeVariant ? styles.copyBlockSwipe : null, isStudio ? styles.copyBlockStudio : null]}>
+      <View
+        style={[
+          styles.copyBlock,
+          isHome ? styles.copyBlockHome : null,
+          swipeVariant ? styles.copyBlockSwipe : null,
+          isStudio ? styles.copyBlockStudio : null,
+        ]}
+      >
         {!!displayTitle && (
           <Text
             numberOfLines={1}
@@ -494,7 +727,7 @@ export const AuraLookCard = memo(function AuraLookCard({
 
         {!!displayReason && (
           <Text
-            numberOfLines={swipeVariant || isHome ? 1 : 2}
+            numberOfLines={swipeVariant ? 2 : isHome ? 1 : 2}
             style={[
               styles.subtitle,
               compact ? styles.subtitleCompact : null,
@@ -510,41 +743,147 @@ export const AuraLookCard = memo(function AuraLookCard({
 
       {!!visibleClosetItems.length && (
         <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
-          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>From your closet</Text>
+          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>
+            From your closet
+          </Text>
           <View style={styles.closetChips}>
-            {visibleClosetItems.map((item) => (
+            {visibleClosetItems.map((item, index) => (
               <View
-                key={`${look.lookTitle}-${item}`}
+                key={`${look.lookTitle}-${item}-${index}`}
                 style={[
                   styles.closetChip,
                   isHome ? styles.closetChipHome : null,
-                  { backgroundColor: colors.purpleSurface, borderColor: colors.purpleBorder },
+                  {
+                    backgroundColor: colors.purpleSurface,
+                    borderColor: colors.purpleBorder,
+                  },
                 ]}
               >
-                <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
+                <Text
+                  numberOfLines={1}
+                  style={[styles.closetChipText, { color: colors.textPrimary }]}
+                >
                   {item}
                 </Text>
               </View>
             ))}
-            {hiddenClosetCount > 0 ? (
-              <View
+            {showClosetToggle ? (
+              <AuraPressable
+                onPress={() => {
+                  if (swipeVariant) {
+                    setClosetSheetVisible(true);
+                    return;
+                  }
+                  setClosetExpanded((value) => !value);
+                }}
+                haptic="selection"
+                hapticTrigger="press"
+                pressedScale={0.96}
+                pressedOpacity={0.88}
                 style={[
                   styles.closetChip,
                   isHome ? styles.closetChipHome : null,
                   styles.moreChip,
-                  { backgroundColor: colors.purpleSurface, borderColor: colors.purpleBorder },
+                  {
+                    backgroundColor: colors.purpleSurface,
+                    borderColor: colors.purpleBorder,
+                  },
                 ]}
               >
-                <Text style={[styles.closetChipText, { color: colors.lightPurple }]}>+{hiddenClosetCount} more</Text>
-              </View>
+                <Text
+                  style={[styles.closetChipText, { color: colors.lightPurple }]}
+                >
+                  {closetExpanded ? "Show less" : `+${hiddenClosetCount} more`}
+                </Text>
+              </AuraPressable>
             ) : null}
           </View>
         </View>
       )}
 
+      <Modal
+        visible={closetSheetVisible}
+        transparent
+        animationType="fade"
+        onRequestClose={() => setClosetSheetVisible(false)}
+      >
+        <View style={styles.closetSheetRoot}>
+          <Pressable
+            accessibilityLabel="Close closet items"
+            style={StyleSheet.absoluteFill}
+            onPress={() => setClosetSheetVisible(false)}
+          />
+          <View
+            style={[
+              styles.closetSheetCard,
+              {
+                backgroundColor: colors.surfaceElevated,
+                borderColor: colors.border,
+              },
+            ]}
+          >
+            <View style={styles.closetSheetHeader}>
+              <View>
+                <Text style={[styles.closetSheetEyebrow, { color: colors.softPurple }]}>
+                  From your closet
+                </Text>
+                <Text style={[styles.closetSheetTitle, { color: colors.textPrimary }]}>
+                  Included pieces
+                </Text>
+              </View>
+              <Pressable
+                accessibilityLabel="Close included pieces"
+                onPress={() => setClosetSheetVisible(false)}
+                style={[
+                  styles.closetSheetClose,
+                  {
+                    backgroundColor: colors.surfaceSoft,
+                    borderColor: colors.border,
+                  },
+                ]}
+              >
+                <Text style={[styles.closetSheetCloseText, { color: colors.textPrimary }]}>
+                  Close
+                </Text>
+              </Pressable>
+            </View>
+            <ScrollView
+              style={styles.closetSheetScroll}
+              contentContainerStyle={styles.closetSheetList}
+              showsVerticalScrollIndicator={false}
+            >
+              {closetItems.map((item, index) => (
+                <View
+                  key={`${look.lookTitle}-sheet-${item}-${index}`}
+                  style={[
+                    styles.closetSheetRow,
+                    {
+                      backgroundColor: colors.surfaceSoft,
+                      borderColor: colors.border,
+                    },
+                  ]}
+                >
+                  <Text style={[styles.closetSheetIndex, { color: colors.softPurple }]}>
+                    {String(index + 1).padStart(2, "0")}
+                  </Text>
+                  <Text
+                    numberOfLines={1}
+                    style={[styles.closetSheetItem, { color: colors.textPrimary }]}
+                  >
+                    {item}
+                  </Text>
+                </View>
+              ))}
+            </ScrollView>
+          </View>
+        </View>
+      </Modal>
+
       {!!overflowLabels.length && (
         <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
-          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>Also included</Text>
+          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>
+            Also included
+          </Text>
           <View style={styles.closetChips}>
             {overflowLabels.map((item) => (
               <View
@@ -552,10 +891,16 @@ export const AuraLookCard = memo(function AuraLookCard({
                 style={[
                   styles.closetChip,
                   isHome ? styles.closetChipHome : null,
-                  { backgroundColor: colors.chipBackground, borderColor: colors.border },
+                  {
+                    backgroundColor: colors.chipBackground,
+                    borderColor: colors.border,
+                  },
                 ]}
               >
-                <Text numberOfLines={1} style={[styles.closetChipText, { color: colors.textPrimary }]}>
+                <Text
+                  numberOfLines={1}
+                  style={[styles.closetChipText, { color: colors.textPrimary }]}
+                >
                   {item}
                 </Text>
               </View>
@@ -572,17 +917,22 @@ export const AuraLookCard = memo(function AuraLookCard({
               styles.actionButton,
               isHome ? styles.actionButtonHome : null,
               styles.primaryButton,
-              { backgroundColor: colors.ctaCream, borderColor: colors.ctaCream },
+              { backgroundColor: colors.ctaCream, borderColor: "transparent" },
             ]}
             haptic="light"
             hapticTrigger="press"
             pressedScale={0.97}
             pressedOpacity={0.92}
             onPress={
-              onPressSave ?? (onAction ? () => onAction("saveLook", look, option ?? undefined) : undefined)
+              onPressSave ??
+              (onAction
+                ? () => onAction("saveLook", look, option ?? undefined)
+                : undefined)
             }
           >
-            <Text style={[styles.primaryButtonText, { color: colors.ctaText }]}>Save look</Text>
+            <Text style={[styles.primaryButtonText, { color: colors.ctaText }]}>
+              Save look
+            </Text>
           </AuraPressable>
 
           <AuraPressable
@@ -591,7 +941,12 @@ export const AuraLookCard = memo(function AuraLookCard({
               styles.actionButton,
               isHome ? styles.actionButtonHome : null,
               styles.secondaryButton,
-              { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+              {
+                backgroundColor: isHome
+                  ? "rgba(9,0,11,0.22)"
+                  : colors.surfaceSoft,
+                borderColor: "rgba(251,228,216,0.14)",
+              },
             ]}
             haptic="light"
             hapticTrigger="press"
@@ -599,31 +954,108 @@ export const AuraLookCard = memo(function AuraLookCard({
             pressedOpacity={0.92}
             onPress={
               onPressPlan ??
-              (onAction ? () => onAction("planForToday", look, option ?? undefined) : undefined)
+              (onAction
+                ? () => onAction("planForToday", look, option ?? undefined)
+                : undefined)
             }
           >
-            <Text style={[styles.secondaryButtonText, { color: colors.textPrimary }]}>Plan for today</Text>
+            <Text
+              style={[
+                styles.secondaryButtonText,
+                { color: colors.textPrimary },
+              ]}
+            >
+              Plan for today
+            </Text>
           </AuraPressable>
+
+          {onPressRegenerate ? (
+            <AuraPressable
+              hitSlop={ACTION_HIT_SLOP}
+              disabled={regenerating}
+              style={[
+                styles.actionButton,
+                isHome ? styles.actionButtonHome : null,
+                styles.secondaryButton,
+                styles.regenerateButton,
+                {
+                  backgroundColor: isHome
+                    ? "rgba(9,0,11,0.22)"
+                    : colors.surfaceSoft,
+                  borderColor: "rgba(251,228,216,0.14)",
+                  opacity: regenerating ? 0.72 : 1,
+                },
+              ]}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.97}
+              pressedOpacity={0.92}
+              onPress={onPressRegenerate}
+            >
+              {regenerating ? (
+                <ActivityIndicator size="small" color={colors.textPrimary} />
+              ) : (
+                <Ionicons
+                  name="refresh-outline"
+                  size={14}
+                  color={colors.textPrimary}
+                />
+              )}
+              <Text
+                numberOfLines={1}
+                style={[
+                  styles.secondaryButtonText,
+                  styles.regenerateButtonText,
+                  { color: colors.textPrimary },
+                ]}
+              >
+                {regenerating ? "Regenerating" : "Regenerate"}
+              </Text>
+            </AuraPressable>
+          ) : null}
         </View>
       ) : null}
 
-      {!hideActions && (canLikeLook || canNotMyVibe || canShowMoreLikeThis || canLessLikeThis) ? (
-        <View style={[styles.tertiaryActions, isHome ? styles.tertiaryActionsHome : null]}>
+      {!hideActions &&
+      (canLikeLook ||
+        canNotMyVibe ||
+        canShowMoreLikeThis ||
+        canLessLikeThis) ? (
+        <View
+          style={[
+            styles.tertiaryActions,
+            isHome ? styles.tertiaryActionsHome : null,
+          ]}
+        >
           {canLikeLook ? (
             <AuraPressable
               hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
-              onPress={onAction ? () => onAction("likeLook", look, option ?? undefined) : undefined}
+              onPress={
+                onAction
+                  ? () => onAction("likeLook", look, option ?? undefined)
+                  : undefined
+              }
             >
-              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Like</Text>
+              <Text
+                style={[
+                  styles.tertiaryActionText,
+                  { color: colors.textSecondary },
+                ]}
+              >
+                Like
+              </Text>
             </AuraPressable>
           ) : null}
           {canNotMyVibe ? (
@@ -632,15 +1064,29 @@ export const AuraLookCard = memo(function AuraLookCard({
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
-              onPress={onAction ? () => onAction("notMyVibe", look, option ?? undefined) : undefined}
+              onPress={
+                onAction
+                  ? () => onAction("notMyVibe", look, option ?? undefined)
+                  : undefined
+              }
             >
-              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Not my vibe</Text>
+              <Text
+                style={[
+                  styles.tertiaryActionText,
+                  { color: colors.textSecondary },
+                ]}
+              >
+                Not my vibe
+              </Text>
             </AuraPressable>
           ) : null}
           {canShowMoreLikeThis ? (
@@ -649,15 +1095,30 @@ export const AuraLookCard = memo(function AuraLookCard({
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
-              onPress={onAction ? () => onAction("showMoreLikeThis", look, option ?? undefined) : undefined}
+              onPress={
+                onAction
+                  ? () =>
+                      onAction("showMoreLikeThis", look, option ?? undefined)
+                  : undefined
+              }
             >
-              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>More like this</Text>
+              <Text
+                style={[
+                  styles.tertiaryActionText,
+                  { color: colors.textSecondary },
+                ]}
+              >
+                More like this
+              </Text>
             </AuraPressable>
           ) : null}
           {canLessLikeThis ? (
@@ -666,37 +1127,71 @@ export const AuraLookCard = memo(function AuraLookCard({
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
-              onPress={onAction ? () => onAction("lessLikeThis", look, option ?? undefined) : undefined}
+              onPress={
+                onAction
+                  ? () => onAction("lessLikeThis", look, option ?? undefined)
+                  : undefined
+              }
             >
-              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Less like this</Text>
+              <Text
+                style={[
+                  styles.tertiaryActionText,
+                  { color: colors.textSecondary },
+                ]}
+              >
+                Less like this
+              </Text>
             </AuraPressable>
           ) : null}
         </View>
       ) : null}
 
-      {!hideActions && (canShopMissingPieces || canUseOnlyMyCloset || canMakeItDressier) ? (
-        <View style={[styles.tertiaryActions, isHome ? styles.tertiaryActionsHome : null]}>
+      {!hideActions &&
+      (canShopMissingPieces || canUseOnlyMyCloset || canMakeItDressier) ? (
+        <View
+          style={[
+            styles.tertiaryActions,
+            isHome ? styles.tertiaryActionsHome : null,
+          ]}
+        >
           {canUseOnlyMyCloset ? (
             <AuraPressable
               hitSlop={ACTION_HIT_SLOP}
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
-              onPress={onAction ? () => onAction("useOnlyMyCloset", look, option ?? undefined) : undefined}
+              onPress={
+                onAction
+                  ? () => onAction("useOnlyMyCloset", look, option ?? undefined)
+                  : undefined
+              }
             >
-              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Use only my closet</Text>
+              <Text
+                style={[
+                  styles.tertiaryActionText,
+                  { color: colors.textSecondary },
+                ]}
+              >
+                Use only my closet
+              </Text>
             </AuraPressable>
           ) : null}
           {canMakeItDressier ? (
@@ -705,15 +1200,29 @@ export const AuraLookCard = memo(function AuraLookCard({
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
-              onPress={onAction ? () => onAction("makeItDressier", look, option ?? undefined) : undefined}
+              onPress={
+                onAction
+                  ? () => onAction("makeItDressier", look, option ?? undefined)
+                  : undefined
+              }
             >
-              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>Make it dressier</Text>
+              <Text
+                style={[
+                  styles.tertiaryActionText,
+                  { color: colors.textSecondary },
+                ]}
+              >
+                Make it dressier
+              </Text>
             </AuraPressable>
           ) : null}
           {canShopMissingPieces ? (
@@ -722,15 +1231,30 @@ export const AuraLookCard = memo(function AuraLookCard({
               style={[
                 styles.tertiaryAction,
                 isHome ? styles.tertiaryActionHome : null,
-                { backgroundColor: colors.surfaceSoft, borderColor: colors.border },
+                {
+                  backgroundColor: colors.surfaceSoft,
+                  borderColor: colors.border,
+                },
               ]}
               haptic="selection"
               hapticTrigger="press"
               pressedScale={0.96}
               pressedOpacity={0.88}
-              onPress={onAction ? () => onAction("shopMissingPieces", look, option ?? undefined) : undefined}
+              onPress={
+                onAction
+                  ? () =>
+                      onAction("shopMissingPieces", look, option ?? undefined)
+                  : undefined
+              }
             >
-              <Text style={[styles.tertiaryActionText, { color: colors.textSecondary }]}>What am I missing?</Text>
+              <Text
+                style={[
+                  styles.tertiaryActionText,
+                  { color: colors.textSecondary },
+                ]}
+              >
+                What am I missing?
+              </Text>
             </AuraPressable>
           ) : null}
         </View>
@@ -744,7 +1268,11 @@ export const AuraLookCard = memo(function AuraLookCard({
           if (!item.itemId) return;
           router.push({
             pathname: "/(tabs)/item/[id]",
-            params: { id: item.itemId, sourceTab: "aura" },
+            params: {
+              id: item.itemId,
+              sourceTab: "aura",
+              sourceRoute: "/(tabs)/ai",
+            },
           });
         }}
       />
@@ -790,8 +1318,8 @@ const styles = StyleSheet.create({
     paddingTop: 16,
     paddingBottom: 16,
     borderRadius: 30,
-    backgroundColor: "rgba(82,43,91,0.72)",
-    borderColor: "rgba(223,182,178,0.28)",
+    backgroundColor: auraColors.surfaceRaised,
+    borderColor: "rgba(223,182,178,0.18)",
   },
   boardOnlyCard: {
     alignItems: "center",
@@ -816,7 +1344,7 @@ const styles = StyleSheet.create({
     flexDirection: "row",
     alignItems: "center",
     gap: 6,
-    backgroundColor: "rgba(43,18,76,0.65)",
+    backgroundColor: auraColors.surface,
     borderWidth: CHIP_BORDER_WIDTH,
     borderColor: auraColors.borderDark,
   },
@@ -827,8 +1355,8 @@ const styles = StyleSheet.create({
     gap: 6,
   },
   directionChip: {
-    backgroundColor: "rgba(133,79,108,0.35)",
-    borderColor: "rgba(223,182,178,0.28)",
+    backgroundColor: "rgba(223,182,178,0.12)",
+    borderColor: "rgba(223,182,178,0.22)",
   },
   directionDot: {
     width: 8,
@@ -927,10 +1455,6 @@ const styles = StyleSheet.create({
     width: "100%",
     height: "100%",
   },
-  beltImage: {
-    height: "420%",
-    width: "20%",
-  },
   copyBlock: {
     gap: 5,
   },
@@ -1009,7 +1533,7 @@ const styles = StyleSheet.create({
     minHeight: 28,
     paddingHorizontal: 9,
     paddingVertical: 0,
-    backgroundColor: "rgba(43,18,76,0.65)",
+    backgroundColor: auraColors.surface,
     borderWidth: CHIP_BORDER_WIDTH,
     borderColor: auraColors.borderDark,
     justifyContent: "center",
@@ -1020,8 +1544,8 @@ const styles = StyleSheet.create({
     paddingVertical: 0,
   },
   moreChip: {
-    backgroundColor: "rgba(133,79,108,0.35)",
-    borderColor: "rgba(223,182,178,0.28)",
+    backgroundColor: "rgba(223,182,178,0.12)",
+    borderColor: "rgba(223,182,178,0.22)",
   },
   closetChipText: {
     color: "#E7EDF4",
@@ -1029,6 +1553,78 @@ const styles = StyleSheet.create({
     lineHeight: 14,
     fontWeight: "600",
   },
+  closetSheetRoot: {
+    flex: 1,
+    justifyContent: "flex-end",
+    backgroundColor: "rgba(0,0,0,0.58)",
+    paddingHorizontal: 16,
+    paddingBottom: 24,
+  },
+  closetSheetCard: {
+    borderRadius: 24,
+    borderWidth: CHIP_BORDER_WIDTH,
+    padding: 16,
+    gap: 14,
+  },
+  closetSheetHeader: {
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
+    gap: 12,
+  },
+  closetSheetEyebrow: {
+    fontSize: 10.5,
+    lineHeight: 14,
+    fontWeight: "900",
+    letterSpacing: 1.2,
+    textTransform: "uppercase",
+  },
+  closetSheetTitle: {
+    fontSize: 18,
+    lineHeight: 22,
+    fontWeight: "800",
+  },
+  closetSheetClose: {
+    minHeight: 34,
+    borderRadius: 999,
+    borderWidth: CHIP_BORDER_WIDTH,
+    paddingHorizontal: 12,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  closetSheetCloseText: {
+    fontSize: 11.5,
+    lineHeight: 15,
+    fontWeight: "800",
+  },
+  closetSheetScroll: {
+    maxHeight: 280,
+  },
+  closetSheetList: {
+    gap: 7,
+  },
+  closetSheetRow: {
+    minHeight: 40,
+    borderRadius: 14,
+    borderWidth: CHIP_BORDER_WIDTH,
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 10,
+    paddingHorizontal: 12,
+  },
+  closetSheetIndex: {
+    width: 24,
+    fontSize: 10.5,
+    lineHeight: 14,
+    fontWeight: "900",
+    letterSpacing: 0.8,
+  },
+  closetSheetItem: {
+    flex: 1,
+    fontSize: 13,
+    lineHeight: 17,
+    fontWeight: "700",
+  },
   actions: {
     flexDirection: "row",
     gap: ACTION_GAP,
@@ -1040,6 +1636,7 @@ const styles = StyleSheet.create({
   },
   actionButton: {
     flex: 1,
+    height: CTA_HEIGHT,
     minHeight: CTA_HEIGHT,
     borderRadius: PILL_RADIUS,
     paddingHorizontal: CTA_HORIZONTAL_PADDING,
@@ -1048,17 +1645,23 @@ const styles = StyleSheet.create({
     borderWidth: CHIP_BORDER_WIDTH,
   },
   actionButtonHome: {
-    minHeight: CTA_HEIGHT,
+    height: HOME_CTA_HEIGHT,
+    minHeight: HOME_CTA_HEIGHT,
     borderRadius: PILL_RADIUS,
   },
   primaryButton: {
     backgroundColor: auraColors.accentRose,
-    borderColor: auraColors.accentRose,
+    borderColor: "transparent",
   },
   secondaryButton: {
-    backgroundColor: "rgba(43,18,76,0.72)",
+    backgroundColor: auraColors.surface,
     borderColor: auraColors.borderDark,
   },
+  regenerateButton: {
+    flexDirection: "row",
+    gap: 6,
+    paddingHorizontal: 12,
+  },
   primaryButtonText: {
     color: auraColors.textOnLight,
     fontSize: 13.5,
@@ -1069,6 +1672,9 @@ const styles = StyleSheet.create({
     fontSize: 13.5,
     fontWeight: "800",
   },
+  regenerateButtonText: {
+    fontSize: 12.5,
+  },
   tertiaryActions: {
     alignItems: "flex-start",
     flexDirection: "row",
@@ -1086,7 +1692,7 @@ const styles = StyleSheet.create({
     borderRadius: PILL_RADIUS,
     borderWidth: CHIP_BORDER_WIDTH,
     borderColor: auraColors.borderDark,
-    backgroundColor: "rgba(43,18,76,0.65)",
+    backgroundColor: auraColors.surface,
     alignItems: "center",
     justifyContent: "center",
   },
diff --git a/src/components/home/AuraLookModule.tsx b/src/components/home/AuraLookModule.tsx
index 8d9b8fa..f0e1433 100644
--- a/src/components/home/AuraLookModule.tsx
+++ b/src/components/home/AuraLookModule.tsx
@@ -7,10 +7,17 @@ import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
+import { CTA_HEIGHT, CTA_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook, AuraLookAction } from "@/src/types/aura";
 
+const MODULE_CONTENT_GAP = 16;
+const MODULE_CARD_GAP = 12;
+const MODULE_TIGHT_GAP = 4;
+const MODULE_ACTION_GAP = 8;
+
 export default function AuraLookModule({
   colors,
   look,
@@ -24,6 +31,8 @@ export default function AuraLookModule({
   fallbackBody,
   primaryPrompt,
   secondaryPrompt,
+  onRegenerate,
+  regenerating = false,
 }: {
   colors: AppColors;
   look: AuraLook | null;
@@ -37,6 +46,8 @@ export default function AuraLookModule({
   fallbackBody?: string;
   primaryPrompt?: string;
   secondaryPrompt?: string;
+  onRegenerate?: () => void;
+  regenerating?: boolean;
 }) {
   const layout = useResponsiveLayout();
 
@@ -46,56 +57,58 @@ export default function AuraLookModule({
         auraBorder
         style={{
           borderRadius: layout.largeRadius,
-          gap: 12,
+          gap: MODULE_CARD_GAP,
+          marginTop: 28,
         }}
       >
-        <View style={{ padding: layout.cardPadding, gap: 12 }}>
-        <View style={{ gap: 4 }}>
-          <Text style={[homeTypography.label, { color: colors.lightPurple }]}>
-            {eyebrow}
-          </Text>
-          <Text style={[homeTypography.titleMedium, { color: colors.text }]}>
-            {fallbackTitle}
-          </Text>
-          <Text style={[homeTypography.body, { color: colors.textSecondary, opacity: 0.8 }]}>
-            {fallbackBody ?? "Ask AURA for a date look, a casual look, or a sharper outfit and Home will surface the visual recommendation here."}
-          </Text>
-        </View>
+        <View style={{ padding: layout.cardPadding, gap: MODULE_CARD_GAP }}>
+          <View style={{ gap: MODULE_TIGHT_GAP }}>
+            <Text style={[homeTypography.label, { color: colors.lightPurple }]}>
+              {eyebrow}
+            </Text>
+            <Text style={[homeTypography.titleMedium, { color: colors.text }]}>
+              {fallbackTitle}
+            </Text>
+            <Text style={[homeTypography.body, { color: colors.textSecondary, opacity: 0.8 }]}>
+              {fallbackBody ?? "Ask AURA for a date look, a casual look, or a sharper outfit and Home will surface the visual recommendation here."}
+            </Text>
+          </View>
 
-        <View style={{ flexDirection: "row", gap: 10 }}>
-          <View style={{ flex: 1 }}>
-            <AuraGradientButton
-              label="Build a look"
-              onPress={() => onAskAura(primaryPrompt ?? "Build a casual look with a visual outfit recommendation.")}
-            />
+          <View style={{ flexDirection: "row", gap: MODULE_ACTION_GAP }}>
+            <View style={{ flex: 1 }}>
+              <AuraGradientButton
+                label="Build a look"
+                onPress={() => onAskAura(primaryPrompt ?? "Build a casual look with a visual outfit recommendation.")}
+              />
+            </View>
+            <AuraPressable
+              onPress={() => onAskAura(secondaryPrompt ?? "Find gaps in my wardrobe and show a hybrid visual look.")}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.97}
+              pressedOpacity={0.88}
+              style={{
+                ...auraButtonStyle(colors, "secondary"),
+                flex: 1,
+                minHeight: CTA_HEIGHT,
+                borderRadius: PILL_RADIUS,
+                paddingHorizontal: CTA_HORIZONTAL_PADDING,
+                paddingVertical: 0,
+                alignItems: "center",
+                justifyContent: "center",
+              }}
+            >
+              <Text style={auraButtonTextStyle(colors, "secondary")}>Find gaps</Text>
+            </AuraPressable>
           </View>
-          <AuraPressable
-            onPress={() => onAskAura(secondaryPrompt ?? "Find gaps in my wardrobe and show a hybrid visual look.")}
-            haptic="selection"
-            hapticTrigger="press"
-            pressedScale={0.97}
-            pressedOpacity={0.88}
-            style={{
-              flex: 1,
-              borderRadius: layout.mediumRadius,
-              paddingVertical: 13,
-              alignItems: "center",
-              backgroundColor: "rgba(255,255,255,0.04)",
-              borderWidth: 1,
-              borderColor: "rgba(243,223,195,0.14)",
-            }}
-          >
-            <Text style={[homeTypography.buttonText, { color: colors.text }]}>Find gaps</Text>
-          </AuraPressable>
-        </View>
         </View>
       </AuraGlassCard>
     );
   }
 
   return (
-    <View style={{ gap: 10 }}>
-      <View style={{ gap: 3 }}>
+    <View style={{ gap: MODULE_CONTENT_GAP }}>
+      <View style={{ gap: MODULE_TIGHT_GAP }}>
         <Text style={[homeTypography.label, { color: colors.lightPurple }]}>
           {eyebrow}
         </Text>
@@ -113,6 +126,8 @@ export default function AuraLookModule({
         look={look}
         itemsById={itemsById}
         onAction={onAction}
+        onPressRegenerate={onRegenerate}
+        regenerating={regenerating}
         boardVariant="home"
         viewportWidth={layout.width - layout.horizontalPadding * 2}
       />
diff --git a/src/lib/auraLookLayouts.ts b/src/lib/auraLookLayouts.ts
index 23c9c8a..601f332 100644
--- a/src/lib/auraLookLayouts.ts
+++ b/src/lib/auraLookLayouts.ts
@@ -1,6 +1,6 @@
+import { getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook, AuraLookPiece } from "@/src/types/aura";
-import { getItemImageUrl } from "@/src/lib/itemImage";
 
 export type AuraLayoutVariant = "chat" | "swipe" | "home" | "studio";
 
@@ -685,7 +685,9 @@ function toLayoutItem(
   const role = inferLayoutRole(piece, tokens);
   const accessoryType =
     role === "accessory" ? classifyAccessoryType(tokens) : null;
-  const normalizedImage = item ? getItemImageUrl(item, { variant: "thumb" }) ?? piece.imageUrl ?? null : piece.imageUrl ?? null;
+  const normalizedImage = item
+    ? (getItemImageUrl(item, { variant: "thumb" }) ?? piece.imageUrl ?? null)
+    : (piece.imageUrl ?? null);
 
   return {
     key: `${piece.itemId ?? piece.itemName}-${piece.role}-${index}`,
@@ -866,45 +868,46 @@ function withZone(zone: ZoneSpec, overrides: Partial<ZoneSpec>): ZoneSpec {
 function variantZone(zone: ZoneSpec, variant: string): ZoneSpec {
   if (variant !== "home") return zone;
 
+  // Zones control board placement/container bounds only. Accessory image fill is tuned in AuraLookCard.
   switch (zone.slotName) {
     case "layered-shirt":
       return withZone(zone, {
-        centerX: 28,
-        centerY: 31,
-        width: 34,
-        height: 40,
-        rotation: 4,
+        centerX: 20,
+        centerY: 40,
+        width: 45,
+        height: 55,
+        rotation: 0,
       });
     case "layered-jacket":
       return withZone(zone, {
-        centerX: 70,
-        centerY: 31,
-        width: 32,
-        height: 41,
-        rotation: -4,
+        centerX: 80,
+        centerY: 40,
+        width: 50,
+        height: 60,
+        rotation: 0,
       });
     case "right-outerwear":
       return withZone(zone, {
-        centerX: 68,
-        centerY: 33,
-        width: 32,
-        height: 42,
+        centerX: 75,
+        centerY: 35,
+        width: 39,
+        height: 50,
       });
     case "left-top":
     case "left-top-alone":
       return withZone(zone, {
-        centerX: zone.slotName === "left-top-alone" ? 30 : zone.centerX,
-        centerY: 32,
-        width: 36,
-        height: 42,
+        centerX: zone.slotName === "left-top-alone" ? 30 : 28,
+        centerY: 34,
+        width: 42,
+        height: 50,
       });
     case "bottom-center":
     case "bottom-no-jacket":
       return withZone(zone, {
-        centerX: zone.slotName === "bottom-no-jacket" ? 68 : 50,
-        centerY: 66,
-        width: 30,
-        height: 48,
+        centerX: zone.slotName === "bottom-no-jacket" ? 70 : 50,
+        centerY: 70,
+        width: 100,
+        height: 100,
       });
     case "bottom-center-short":
       return withZone(zone, {
@@ -914,16 +917,32 @@ function variantZone(zone: ZoneSpec, variant: string): ZoneSpec {
       });
     case "bottom-left-shoes":
       return withZone(zone, {
-        centerX: 18,
-        centerY: 88,
-        width: 24,
-        height: 14,
+        centerX: 20,
+        centerY: 90,
+        width: 60,
+        height: 40,
       });
     case "bag-zone":
       return withZone(zone, {
-        centerY: 72,
-        width: 23,
-        height: 24,
+        centerX: 78,
+        centerY: 71,
+        width: 28,
+        height: 30,
+      });
+    case "top-center-glasses":
+      return withZone(zone, {
+        centerX: 50,
+        centerY: 15,
+        width: 60,
+        height: 20,
+      });
+
+    case "belt-zone":
+      return withZone(zone, {
+        centerX: 78,
+        centerY: 60,
+        width: 60,
+        height: 50,
       });
     default:
       return zone;
diff --git a/src/lib/auraSwipe.ts b/src/lib/auraSwipe.ts
index 7ffdaea..159f852 100644
--- a/src/lib/auraSwipe.ts
+++ b/src/lib/auraSwipe.ts
@@ -2,7 +2,6 @@ import { getFunctions, httpsCallable } from "firebase/functions";
 
 import { app } from "@/src/lib/firebase";
 import { getItemImageUrl } from "@/src/lib/itemImage";
-import { getMissingMinimumClosetCategories } from "@/src/lib/minimumCloset";
 import { generateOutfits } from "@/src/lib/outfitGenerator";
 import { toCanonicalCategory } from "@/src/lib/items";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -31,6 +30,11 @@ export type AuraSwipeBatchLook = {
 type GenerateAuraSwipeBatchArgs = {
   intentText?: string;
   numOutfits?: number;
+  excludeItemIds?: string[];
+  recentItemIds?: string[];
+  previousLookItemIds?: string[];
+  previousLookSignatures?: string[];
+  maxOverlap?: number;
 };
 
 type OutfitResult = {
@@ -162,6 +166,11 @@ function roleForItem(item: ClothingItem): "top" | "bottom" | "shoes" | "outerwea
   return "top";
 }
 
+function hasCoreOutfitCategories(items: ClothingItem[]) {
+  const categories = new Set(items.map((item) => toCanonicalCategory(item.category)));
+  return categories.has("top") && categories.has("bottom") && categories.has("shoes");
+}
+
 function localSwipeBatchFromCloset(
   args: Required<GenerateAuraSwipeBatchArgs> & { items: ClothingItem[] },
 ): GenerateAuraSwipeBatchResponse | null {
@@ -172,6 +181,12 @@ function localSwipeBatchFromCloset(
     includeAccessory: true,
     allowRewearToday: true,
     allowOverWearLimit: true,
+    excludeItemIds: args.excludeItemIds,
+    recentItemIds: args.recentItemIds,
+    previousLookItemIds: args.previousLookItemIds,
+    previousLookSignatures: args.previousLookSignatures,
+    maxOverlap: args.maxOverlap,
+    numOutfits: args.numOutfits,
   }).slice(0, args.numOutfits);
 
   if (!suggestions.length) return null;
@@ -253,13 +268,20 @@ export async function generateAuraSwipeBatch(
       args?.intentText ??
       "Build a varied batch of outfit directions from my wardrobe. Keep them polished, wearable, and distinct.",
     numOutfits: args?.numOutfits ?? 8,
+    excludeItemIds: args?.excludeItemIds ?? [],
+    recentItemIds: args?.recentItemIds ?? [],
+    previousLookItemIds: args?.previousLookItemIds ?? [],
+    previousLookSignatures: args?.previousLookSignatures ?? [],
+    maxOverlap: args?.maxOverlap ?? 2,
   };
   const itemsById = new Map((args?.items ?? []).map((item) => [item.id, item]));
   const localItems = args?.items ?? [];
-  const isSparseCloset =
-    localItems.length > 0 && getMissingMinimumClosetCategories(localItems).length > 0;
-  if (isSparseCloset) {
-    const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
+  const isMissingCoreCategory =
+    localItems.length > 0 && !hasCoreOutfitCategories(localItems);
+  if (isMissingCoreCategory) {
+    const localBatch =
+      localSwipeBatchFromCloset({ ...request, items: localItems }) ??
+      localSwipeBatchFromCloset({ ...request, excludeItemIds: [], items: localItems });
     if (localBatch) return localBatch;
   }
 
@@ -290,7 +312,9 @@ export async function generateAuraSwipeBatch(
       }
     }
     if (code && !code.includes("not-found")) {
-      const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
+      const localBatch =
+        localSwipeBatchFromCloset({ ...request, items: localItems }) ??
+        localSwipeBatchFromCloset({ ...request, excludeItemIds: [], items: localItems });
       if (localBatch) return localBatch;
       throw error instanceof Error ? error : new Error(String(error));
     }
@@ -302,7 +326,9 @@ export async function generateAuraSwipeBatch(
   }
   const lookOptions = normalizeLookOptions(fallback.data ?? {}, itemsById);
   if (lookOptions.length === 0) {
-    const localBatch = localSwipeBatchFromCloset({ ...request, items: localItems });
+    const localBatch =
+      localSwipeBatchFromCloset({ ...request, items: localItems }) ??
+      localSwipeBatchFromCloset({ ...request, excludeItemIds: [], items: localItems });
     if (localBatch) return localBatch;
     if (DEBUG_AURA_SWIPE) {
       console.log("[AURA_SWIPE] no lookOptions after fallback");

From 19aa819e766b60cb52c9ddd7b53ddfb97c720623 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:20:49 -0500
Subject: [PATCH 77/93] feat(closet): add inventory insights dashboard

---
 app/(tabs)/closet.tsx                         | 1735 ++++++++++++++---
 app/(tabs)/index.tsx                          |  825 ++++----
 app/insights.tsx                              |  170 ++
 app/insights/index.tsx                        |    5 -
 src/closet/closetListModel.ts                 |   85 +-
 src/components/AiInsightCard.tsx              |   18 +-
 src/components/WardrobeFilterSheet.tsx        |   10 +-
 src/components/WeatherCard.tsx                |   15 +-
 src/components/closet/ClosetControlsRow.tsx   |   12 +-
 src/components/closet/ClosetFilterSheet.tsx   |  448 ++++-
 src/components/closet/ClosetHeader.tsx        |   79 +-
 .../closet/ClosetInventoryHeader.tsx          |   80 +
 src/components/closet/ClosetItemCard.tsx      |  111 +-
 .../closet/ClosetProcessingSection.tsx        |  126 +-
 src/components/closet/ClosetSearchBar.tsx     |   15 +-
 .../closet/MinimumClosetProgressCard.tsx      |  181 +-
 src/components/home/ContinueChatCard.tsx      |   10 +-
 src/components/home/ContinueSection.tsx       |   21 +-
 src/components/home/HomeHero.tsx              |  260 ++-
 src/components/home/InsightCard.tsx           |   17 +-
 src/components/home/QuickActionRail.tsx       |   66 +-
 src/components/home/SmartToolsGrid.tsx        |  194 +-
 src/components/home/TodayOutfitCard.tsx       |   11 +-
 .../insights/AuraInsightsDashboard.tsx        |  984 ++++++++++
 src/lib/inventoryValue.ts                     |   83 +
 src/lib/wardrobeInsights.ts                   |  640 ++++++
 26 files changed, 4884 insertions(+), 1317 deletions(-)
 create mode 100644 app/insights.tsx
 delete mode 100644 app/insights/index.tsx
 create mode 100644 src/components/closet/ClosetInventoryHeader.tsx
 create mode 100644 src/components/insights/AuraInsightsDashboard.tsx
 create mode 100644 src/lib/inventoryValue.ts
 create mode 100644 src/lib/wardrobeInsights.ts

diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index 7845cc2..32338b3 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -7,10 +7,13 @@ import {
   ActivityIndicator,
   Alert,
   FlatList,
+  KeyboardAvoidingView,
   LayoutAnimation,
+  Linking,
   Modal,
   Platform,
   Pressable,
+  RefreshControl,
   Share,
   ScrollView,
   Text,
@@ -21,24 +24,38 @@ import {
 import { Ionicons } from "@expo/vector-icons";
 import { deleteDoc, doc, getDoc, updateDoc, writeBatch } from "firebase/firestore";
 
-import { ClosetControlsRow } from "@/src/components/closet/ClosetControlsRow";
-import { ClosetFilterSheet } from "@/src/components/closet/ClosetFilterSheet";
+import {
+  ClosetFilterSheet,
+  type ClosetColorFilterOption,
+  type ClosetFilterOption,
+} from "@/src/components/closet/ClosetFilterSheet";
 import { ClosetHeader } from "@/src/components/closet/ClosetHeader";
+import { ClosetInventoryHeader, type ClosetInventoryCategoryTab } from "@/src/components/closet/ClosetInventoryHeader";
 import { ClosetItemCard } from "@/src/components/closet/ClosetItemCard";
 import MinimumClosetProgressCard from "@/src/components/closet/MinimumClosetProgressCard";
 import { ClosetProcessingSection } from "@/src/components/closet/ClosetProcessingSection";
 import { ClosetSearchBar } from "@/src/components/closet/ClosetSearchBar";
+import AppImage from "@/src/components/common/AppImage";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraChipStyle,
+  auraChipTextStyle,
+  auraSheetBackdropStyle,
+  auraSurfaceTiers,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
 import type { ChatImageAttachment } from "@/src/components/ai/chatTypes";
 import {
-  CATEGORY_LABELS,
   type CategoryKey,
   type ClosetListRow,
   type ClosetSection,
   buildClosetListRows,
   buildSections,
   normalizeText,
-  searchMatches,
+  rankSearchItems,
   sortItems,
   type SortMode,
   toMillis,
@@ -47,9 +64,10 @@ import {
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import { FLOATING_CONTROL_GAP, FLOATING_TAB_BAR_HEIGHT } from "@/src/constants/dock";
+import { FLOATING_CONTROL_GAP } from "@/src/constants/dock";
 import { db } from "@/src/lib/firebase";
 import {
+  createAuraItemDraftsFromCandidates,
   createAuraItemDraftsFromImages,
   uploadAuraAttachments,
 } from "@/src/lib/auraAttachments";
@@ -74,6 +92,15 @@ import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import { getCachedProfilePreferences } from "@/src/lib/localCache";
+import {
+  ClosetProductLinkError,
+  candidateFromProductLinkDraft,
+  draftFromProductLinkPreview,
+  previewProductLinkForCloset,
+  type ClosetProductLinkDraft,
+  type ClosetProductLinkPreview,
+} from "@/src/lib/productLinkClosetImport";
+import { formatUrlForDisplay } from "@/src/lib/formatChatText";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingStatus } from "@/src/types/ClothingItem";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
@@ -92,7 +119,45 @@ const STATUS_OPTIONS: { key: "ALL" | ClothingStatus; label: string }[] = [
   { key: "IN_LAUNDRY", label: "In laundry" },
 ];
 
+const INVENTORY_CATEGORY_TABS: ClosetInventoryCategoryTab[] = [
+  { key: "ALL", label: "All" },
+  { key: "top", label: "Tops" },
+  { key: "bottom", label: "Bottoms" },
+  { key: "outerwear", label: "Outerwear" },
+  { key: "shoes", label: "Shoes" },
+  { key: "accessory", label: "Accessories" },
+  { key: "one_piece", label: "Dresses" },
+];
+
+const PRODUCT_LINK_CATEGORY_OPTIONS = [
+  { key: "top", label: "Tops" },
+  { key: "bottom", label: "Bottoms" },
+  { key: "outerwear", label: "Outerwear" },
+  { key: "shoes", label: "Footwear" },
+  { key: "accessory", label: "Accessories" },
+  { key: "one_piece", label: "Dresses" },
+] as const;
+
+const MULTICOLOR_FILTER_KEY = "__multicolor__";
+const STYLE_FILTER_OPTIONS: ClosetFilterOption[] = [
+  { key: "relaxed", label: "Relaxed" },
+  { key: "slim", label: "Slim" },
+  { key: "oversized", label: "Oversized" },
+  { key: "formal", label: "Formal" },
+  { key: "casual", label: "Casual" },
+];
+const WEAR_FILTER_OPTIONS: ClosetFilterOption[] = [
+  { key: "never_worn", label: "Never worn" },
+  { key: "recently_worn", label: "Recently worn" },
+  { key: "unworn_for_a_while", label: "Unworn for a while" },
+];
+const RECENTLY_WORN_MS = 14 * 24 * 60 * 60 * 1000;
+const UNWORN_FOR_A_WHILE_MS = 45 * 24 * 60 * 60 * 1000;
 const PROCESSING_STALE_TIMEOUT_MS = 15 * 60 * 1000;
+const SEARCH_PREVIEW_LIMIT = 8;
+const CLOSET_FAB_SIZE = 66;
+const CLOSET_FAB_DOCK_GAP = 22;
+const CLOSET_ADD_MENU_GAP = 8;
 const DEBUG_CLOSET_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const FIRST_CLOSET_AURA_PROMPT =
   "My closet is empty. What should I add first so AURA can build strong outfits? Give me a concise starter plan with tops, bottoms, footwear, one layer, and one accessory.";
@@ -113,8 +178,240 @@ function debugClosetLog(...args: Parameters<typeof console.log>) {
 
 const closetRowKeyExtractor = (row: ClosetListRow) => row.key;
 
+function normalizeFilterToken(value: unknown) {
+  return sanitizeDisplayText(String(value ?? ""))
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+function titleCaseFilterLabel(value: string) {
+  return value
+    .split(" ")
+    .filter(Boolean)
+    .map((part) => part.charAt(0).toUpperCase() + part.slice(1))
+    .join(" ");
+}
+
+function cleanProductLinkText(value: unknown) {
+  return sanitizeDisplayText(String(value ?? ""));
+}
+
+function productLinkCategoryLabel(value?: string | null) {
+  const normalized = cleanProductLinkText(value).toLowerCase().replace(/[_-]+/g, " ");
+  const option = PRODUCT_LINK_CATEGORY_OPTIONS.find(
+    (candidate) => candidate.key === value || candidate.key.replace("_", " ") === normalized
+  );
+  return option?.label ?? (normalized ? titleCaseFilterLabel(normalized) : "Category");
+}
+
+function productLinkPreviewImageUrl(preview: ClosetProductLinkPreview | null) {
+  if (!preview) return "";
+  return (
+    cleanProductLinkText(preview.candidate.primaryImageUrl) ||
+    cleanProductLinkText(preview.candidate.imageUrls?.[0]) ||
+    cleanProductLinkText(preview.candidate.secondaryImageUrls?.[0])
+  );
+}
+
+function productLinkPriceLabel(preview: ClosetProductLinkPreview | null) {
+  if (!preview) return "";
+  return (
+    cleanProductLinkText(preview.metadata.priceDisplay) ||
+    cleanProductLinkText(preview.metadata.price) ||
+    cleanProductLinkText(preview.candidate.priceDisplay)
+  );
+}
+
+function productLinkSourceLabel(preview: ClosetProductLinkPreview | null) {
+  if (!preview) return "";
+  return cleanProductLinkText(preview.metadata.domain) || cleanProductLinkText(preview.metadata.retailer);
+}
+
+type ProductLinkRecoverableError = {
+  code: string;
+  title: string;
+  message: string;
+};
+
+function arrayFromUnknown(value: unknown) {
+  return Array.isArray(value) ? value : [];
+}
+
+function itemColorValues(item: ClosetItem) {
+  const extended = item as ClosetItem & Record<string, unknown>;
+  return [
+    item.primaryColor,
+    item.colorLabel,
+    item.displayColor,
+    ...(item.colors ?? []),
+    ...(item.displayColors ?? []),
+    ...arrayFromUnknown(extended.aiColors),
+  ].filter(Boolean);
+}
+
+function itemColorKeys(item: ClosetItem) {
+  return Array.from(new Set(itemColorValues(item).map(normalizeFilterToken).filter(Boolean)));
+}
+
+function itemHasMultipleColors(item: ClosetItem) {
+  const explicitColors = [
+    ...(item.colors ?? []),
+    ...(item.displayColors ?? []),
+  ].map(normalizeFilterToken).filter(Boolean);
+  if (new Set(explicitColors).size > 1) return true;
+  return itemColorValues(item).some((value) => normalizeFilterToken(value).includes("multi"));
+}
+
+function itemStyleTokens(item: ClosetItem) {
+  const extended = item as ClosetItem & Record<string, unknown>;
+  return new Set(
+    [
+      item.fit,
+      item.style,
+      item.formality,
+      ...(item.aestheticTags ?? []),
+      ...(item.occasionTags ?? []),
+      ...(item.detailTags ?? []),
+      ...arrayFromUnknown(extended.styleTags),
+    ].map(normalizeFilterToken).filter(Boolean),
+  );
+}
+
+function itemMatchesStyleFilter(item: ClosetItem, filter: string) {
+  const tokens = itemStyleTokens(item);
+  if (tokens.has(filter)) return true;
+  return Array.from(tokens).some((token) => token.includes(filter));
+}
+
+function itemLastWornMillis(item: ClosetItem) {
+  return toMillis(item.lastWornAt) || toMillis(item.lastWornDate);
+}
+
+function itemMatchesWearFilter(item: ClosetItem, filter: string) {
+  const lastWorn = itemLastWornMillis(item);
+  const now = Date.now();
+  if (filter === "never_worn") return !lastWorn;
+  if (filter === "recently_worn") return !!lastWorn && now - lastWorn <= RECENTLY_WORN_MS;
+  if (filter === "unworn_for_a_while") return !!lastWorn && now - lastWorn >= UNWORN_FOR_A_WHILE_MS;
+  return false;
+}
+
+function toggleFilterValue(values: string[], value: string) {
+  return values.includes(value)
+    ? values.filter((current) => current !== value)
+    : [...values, value];
+}
+
 const ClosetListSeparator = React.memo(function ClosetListSeparator() {
-  return <View style={{ height: 14 }} />;
+  return <View style={{ height: 22 }} />;
+});
+
+function buildGridRows(items: ClosetItem[], keyPrefix: string) {
+  const rows: ClosetListRow[] = [];
+  for (let index = 0; index < items.length; index += 2) {
+    rows.push({
+      type: "items",
+      key: `${keyPrefix}:row:${index}`,
+      items: items.slice(index, index + 2),
+      animateOffset: index,
+    });
+  }
+  return rows;
+}
+
+function appendAddTileToRows(rows: ClosetListRow[], animateOffset: number) {
+  let lastItemsIndex = -1;
+  for (let index = rows.length - 1; index >= 0; index -= 1) {
+    if (rows[index]?.type === "items") {
+      lastItemsIndex = index;
+      break;
+    }
+  }
+  if (lastItemsIndex < 0) {
+    return rows;
+  }
+  const next = [...rows];
+  const lastItemsRow = next[lastItemsIndex];
+  if (lastItemsRow.type !== "items") return next;
+  if (lastItemsRow.items.length < 2) {
+    next[lastItemsIndex] = { ...lastItemsRow, trailingAddTile: true };
+    return next;
+  }
+  next.push({
+    type: "items",
+    key: "closet:add-item-row",
+    items: [],
+    animateOffset,
+    trailingAddTile: true,
+  });
+  return next;
+}
+
+const ClosetSearchResultsHeader = React.memo(function ClosetSearchResultsHeader({
+  query,
+  totalCount,
+  shownCount,
+  onViewAll,
+}: {
+  query: string;
+  totalCount: number;
+  shownCount: number;
+  onViewAll: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const hasMore = totalCount > shownCount;
+
+  return (
+    <View style={{ marginBottom: 12, gap: 8 }}>
+      <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "800" }}>
+        Showing {shownCount} of {totalCount} result{totalCount === 1 ? "" : "s"} for {query.trim()}.
+      </Text>
+      {hasMore ? (
+        <AuraPressable
+          onPress={onViewAll}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          style={{
+            alignSelf: "flex-start",
+            ...auraButtonStyle(colors, "tertiary"),
+            minHeight: 40,
+            borderRadius: 999,
+            paddingHorizontal: 12,
+          }}
+        >
+          <Text style={[auraButtonTextStyle(colors, "tertiary"), { fontSize: 12, lineHeight: 16 }]}>
+            View all related items
+          </Text>
+        </AuraPressable>
+      ) : null}
+    </View>
+  );
+});
+
+const ClosetSearchEmptyState = React.memo(function ClosetSearchEmptyState() {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  return (
+    <View
+      style={{
+        borderRadius: layout.largeRadius,
+        ...auraSurfaceTiers.surfaceBase,
+        padding: layout.cardPadding + 2,
+        gap: 10,
+      }}
+    >
+      <Text style={[auraTypography.sectionTitle, { color: colors.text }]}>
+        No exact match
+      </Text>
+      <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
+        Try brand, category, or color.
+      </Text>
+    </View>
+  );
 });
 
 const ClosetEmptyState = React.memo(function ClosetEmptyState({
@@ -134,9 +431,7 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
     <View
       style={{
         borderRadius: layout.largeRadius,
-        borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: colors.surfaceElevated,
+        ...auraSurfaceTiers.surfaceBase,
         padding: layout.cardPadding + 2,
         gap: 16,
         overflow: "hidden",
@@ -157,10 +452,10 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
         <Ionicons name={filtered ? "search-outline" : "shirt-outline"} size={21} color={colors.ctaCream} />
       </View>
       <View style={{ gap: 7 }}>
-        <Text style={{ color: colors.text, fontSize: 20, lineHeight: 25, fontWeight: "900" }}>
+        <Text style={[auraTypography.sectionTitle, { color: colors.text }]}>
           {filtered ? "No pieces match these filters" : "Your closet is ready for its first pieces"}
         </Text>
-        <Text style={{ color: colors.textSecondary, lineHeight: 21 }}>
+        <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
           {filtered
             ? "Broaden the view and Closet will get back to the category-first browser."
             : "Add a few clean photos so AURA can start building outfits from what you actually own."}
@@ -182,7 +477,7 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
                   borderRadius: 8,
                   borderWidth: 1,
                   borderColor: colors.border,
-                  backgroundColor: colors.chipBackground,
+                  backgroundColor: colors.surfaceInteractive,
                   paddingHorizontal: 10,
                   paddingVertical: 9,
                   gap: 2,
@@ -206,13 +501,13 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
           hapticTrigger="press"
           pressedScale={0.97}
           style={{
+            ...auraButtonStyle(colors, "primary"),
+            minHeight: 40,
             borderRadius: 999,
-            backgroundColor: colors.ctaCream,
             paddingHorizontal: 14,
-            paddingVertical: 10,
           }}
         >
-          <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "900" }}>
+          <Text style={[auraButtonTextStyle(colors, "primary"), { fontSize: 13, lineHeight: 17 }]}>
             {filtered ? "Clear filters" : "Add item"}
           </Text>
         </AuraPressable>
@@ -222,15 +517,13 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
           hapticTrigger="press"
           pressedScale={0.97}
           style={{
+            ...auraButtonStyle(colors, "secondary"),
+            minHeight: 40,
             borderRadius: 999,
-            borderWidth: 1,
-            borderColor: colors.border,
-            backgroundColor: colors.surfaceSoft,
             paddingHorizontal: 14,
-            paddingVertical: 10,
           }}
         >
-          <Text style={{ color: colors.text, fontSize: 13, fontWeight: "900" }}>
+          <Text style={[auraButtonTextStyle(colors, "secondary"), { fontSize: 13, lineHeight: 17 }]}>
             {filtered ? "Ask AURA" : "Ask AURA what to add first"}
           </Text>
         </AuraPressable>
@@ -250,8 +543,8 @@ const ClosetSectionHeader = React.memo(function ClosetSectionHeader({
 }) {
   const { colors } = useAppTheme();
   return (
-    <View style={{ gap: 14 }}>
-      <View style={{ height: 1, backgroundColor: "rgba(255,255,255,0.055)" }} />
+    <View style={{ gap: 10, paddingTop: 6 }}>
+      <View style={{ height: 1, backgroundColor: "rgba(251,228,216,0.07)" }} />
       <AuraPressable
         onPress={() => onToggle(section.key)}
         haptic="selection"
@@ -263,34 +556,34 @@ const ClosetSectionHeader = React.memo(function ClosetSectionHeader({
           alignItems: "center",
           justifyContent: "space-between",
           gap: 12,
-          paddingVertical: 4,
+          paddingVertical: 2,
         }}
       >
         <View style={{ flexDirection: "row", alignItems: "center", gap: 9, flex: 1 }}>
-          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: 0 }}>
+          <Text style={{ color: colors.text, fontSize: 19, lineHeight: 24, fontWeight: "900", letterSpacing: 0 }}>
             {section.title}
           </Text>
           <View
             style={{
-              paddingHorizontal: 8,
+              paddingHorizontal: 7,
               paddingVertical: 3,
               borderRadius: 999,
-              backgroundColor: colors.overlay,
+              backgroundColor: "rgba(251,228,216,0.06)",
             }}
           >
-            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800" }}>
+            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800", fontVariant: ["tabular-nums"] }}>
               {section.itemCount}
             </Text>
           </View>
         </View>
         <View
           style={{
-            width: 28,
-            height: 28,
+            width: 26,
+            height: 26,
             borderRadius: 999,
             alignItems: "center",
             justifyContent: "center",
-            backgroundColor: colors.overlay,
+            backgroundColor: "rgba(251,228,216,0.05)",
           }}
         >
           <Ionicons name={expanded ? "chevron-up" : "chevron-down"} size={16} color={colors.textSecondary} />
@@ -310,12 +603,12 @@ const ClosetSubcategoryHeader = React.memo(function ClosetSubcategoryHeader({
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   return (
-    <View style={{ gap: 9, paddingTop: 2 }}>
+    <View style={{ gap: 8, paddingTop: 0 }}>
       <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-        <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800", letterSpacing: 0.2 }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 13.5, lineHeight: 18, fontWeight: "900", letterSpacing: 0 }}>
           {label}
         </Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", opacity: 0.75 }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800", opacity: 0.78, fontVariant: ["tabular-nums"] }}>
           {count}
         </Text>
       </View>
@@ -323,8 +616,8 @@ const ClosetSubcategoryHeader = React.memo(function ClosetSubcategoryHeader({
         style={{
           height: 1,
           backgroundColor: colors.border,
-          opacity: 0.5,
-          marginRight: layout.horizontalPadding * 0.35,
+          opacity: 0.38,
+          marginRight: layout.horizontalPadding * 0.2,
         }}
       />
     </View>
@@ -336,18 +629,97 @@ type ClosetGridRowProps = {
   cardWidth: number;
   gridGap: number;
   animateOffset: number;
+  trailingAddTile?: boolean;
   selectedItemIds: Set<string>;
+  onAddItem: () => void;
   onPressItem: (item: ClosetItem) => void;
   onLongPressItem: (item: ClosetItem) => void;
 };
 
+const ClosetAddItemTile = React.memo(function ClosetAddItemTile({
+  width,
+  onPress,
+}: {
+  width: number;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const boardSize = width;
+  const textBlockHeight = 60;
+
+  return (
+    <AuraPressable
+      onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.985}
+      pressedOpacity={0.9}
+      style={{
+        width,
+        minHeight: boardSize + textBlockHeight,
+        borderRadius: 22,
+        overflow: "visible",
+        backgroundColor: "transparent",
+      }}
+    >
+      <View
+        style={{
+          width: boardSize,
+          height: boardSize,
+          borderRadius: 18,
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: "rgba(251,228,216,0.055)",
+          borderWidth: 1,
+          borderColor: "rgba(251,228,216,0.09)",
+        }}
+      >
+        <View
+          style={{
+            width: 44,
+            height: 44,
+            borderRadius: 22,
+            alignItems: "center",
+            justifyContent: "center",
+            backgroundColor: "rgba(223,182,178,0.16)",
+            borderWidth: 1,
+            borderColor: "rgba(223,182,178,0.22)",
+          }}
+        >
+          <Ionicons name="add" size={25} color={colors.ctaCream} />
+        </View>
+      </View>
+      <View
+        style={{
+          height: textBlockHeight,
+          paddingHorizontal: 2,
+          paddingTop: 9,
+          paddingBottom: 5,
+        }}
+      >
+        <Text style={{ color: colors.text, fontSize: 12.25, lineHeight: 16, fontWeight: "700" }} numberOfLines={1}>
+          Add item
+        </Text>
+        <Text
+          style={{ color: colors.textSecondary, fontSize: 10.5, lineHeight: 15, fontWeight: "700", opacity: 0.66, marginTop: 4 }}
+          numberOfLines={1}
+        >
+          Quick capture
+        </Text>
+      </View>
+    </AuraPressable>
+  );
+});
+
 const ClosetGridRow = React.memo(
   function ClosetGridRow({
     items,
     cardWidth,
     gridGap,
     animateOffset,
+    trailingAddTile = false,
     selectedItemIds,
+    onAddItem,
     onPressItem,
     onLongPressItem,
   }: ClosetGridRowProps) {
@@ -364,6 +736,9 @@ const ClosetGridRow = React.memo(
             animateIndex={animateOffset + index}
           />
         ))}
+        {trailingAddTile ? (
+          <ClosetAddItemTile width={cardWidth} onPress={onAddItem} />
+        ) : null}
       </View>
     );
   },
@@ -372,6 +747,8 @@ const ClosetGridRow = React.memo(
     prev.cardWidth === next.cardWidth &&
     prev.gridGap === next.gridGap &&
     prev.animateOffset === next.animateOffset &&
+    prev.trailingAddTile === next.trailingAddTile &&
+    prev.onAddItem === next.onAddItem &&
     prev.onPressItem === next.onPressItem &&
     prev.onLongPressItem === next.onLongPressItem &&
     prev.items.every((item) => prev.selectedItemIds.has(item.id) === next.selectedItemIds.has(item.id)),
@@ -386,19 +763,32 @@ export default function ClosetScreen() {
   const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
   const [loading, setLoading] = useState(true);
   const [search, setSearch] = useState("");
+  const [showAllSearchResults, setShowAllSearchResults] = useState(false);
   const [sortMode, setSortMode] = useState<SortMode>("RECENTLY_ADDED");
   const [statusFilter, setStatusFilter] = useState<"ALL" | ClothingStatus>("ALL");
   const [categoryFilter, setCategoryFilter] = useState<"ALL" | CategoryKey>("ALL");
   const [brandFilter, setBrandFilter] = useState<string>("ALL");
-  const [colorFilter, setColorFilter] = useState<string>("ALL");
+  const [colorFilters, setColorFilters] = useState<string[]>([]);
+  const [styleFilters, setStyleFilters] = useState<string[]>([]);
+  const [wearFilters, setWearFilters] = useState<string[]>([]);
   const [filtersOpen, setFiltersOpen] = useState(false);
+  const [styleInsightsExpanded, setStyleInsightsExpanded] = useState(false);
   const [selectedItemIds, setSelectedItemIds] = useState<Set<string>>(() => new Set());
   const [quickAddOpen, setQuickAddOpen] = useState(false);
   const [linkModalOpen, setLinkModalOpen] = useState(false);
   const [productLink, setProductLink] = useState("");
   const [productLinkTouched, setProductLinkTouched] = useState(false);
+  const [productLinkLoading, setProductLinkLoading] = useState(false);
+  const [productLinkSaving, setProductLinkSaving] = useState(false);
+  const [productLinkError, setProductLinkError] = useState("");
+  const [productLinkRecoverableError, setProductLinkRecoverableError] =
+    useState<ProductLinkRecoverableError | null>(null);
+  const [productLinkPreview, setProductLinkPreview] = useState<ClosetProductLinkPreview | null>(null);
+  const [productLinkDraft, setProductLinkDraft] = useState<ClosetProductLinkDraft | null>(null);
+  const [productLinkEditing, setProductLinkEditing] = useState(false);
   const [quickAdding, setQuickAdding] = useState(false);
   const [bulkActionLoading, setBulkActionLoading] = useState(false);
+  const [refreshing, setRefreshing] = useState(false);
   const [moreActionsOpen, setMoreActionsOpen] = useState(false);
   const [locallyRemovedItemIds, setLocallyRemovedItemIds] = useState<Set<string>>(() => new Set());
   const staleFailoverIdsRef = React.useRef(new Set<string>());
@@ -473,6 +863,21 @@ export default function ClosetScreen() {
     };
   }, [uid]);
 
+  const handleRefresh = React.useCallback(async () => {
+    if (!uid || refreshing) return;
+    setRefreshing(true);
+    const startedAt = Date.now();
+    try {
+      const profile = await loadUserProfilePreferences(uid);
+      setProfilePreferences(profile);
+    } catch {
+      setProfilePreferences(null);
+    } finally {
+      const remaining = Math.max(0, 450 - (Date.now() - startedAt));
+      setTimeout(() => setRefreshing(false), remaining);
+    }
+  }, [refreshing, uid]);
+
   const styleProfile = useMemo(
     () => getStyleProfileConfig(profilePreferences),
     [profilePreferences]
@@ -490,12 +895,24 @@ export default function ClosetScreen() {
     () => getMinimumClosetProgress(visibleItems),
     [visibleItems]
   );
-  const showMinimumClosetCard = !loading && !minimumClosetProgress.isUnlocked;
+  const normalizedSearch = useMemo(() => normalizeText(search), [search]);
+  const isSearchMode = normalizedSearch.length > 0;
+  const showMinimumClosetCard = !loading && !minimumClosetProgress.isUnlocked && !isSearchMode;
+
+  useEffect(() => {
+    setShowAllSearchResults(false);
+  }, [normalizedSearch]);
+
   const openAddMissingItem = React.useCallback(() => {
     const suggestedCategory = getSuggestedAddItemCategory(visibleItems);
     router.push({
       pathname: "/(tabs)/add",
-      params: suggestedCategory ? { suggestedCategory } : {},
+      params: {
+        ...(suggestedCategory ? { suggestedCategory } : {}),
+        addSession: String(Date.now()),
+        sourceRoute: "/(tabs)/closet",
+        sourceTab: "closet",
+      },
     });
   }, [visibleItems]);
   const processingItems = useMemo(
@@ -511,6 +928,38 @@ export default function ClosetScreen() {
     if (!trimmed || !productLinkTouched) return "";
     return normalizedProductLink ? "" : "Enter a valid http or https product link.";
   }, [normalizedProductLink, productLink, productLinkTouched]);
+  const productLinkChipLabel = useMemo(
+    () => (normalizedProductLink ? formatUrlForDisplay(normalizedProductLink) : ""),
+    [normalizedProductLink],
+  );
+  const productLinkBusy = productLinkLoading || productLinkSaving;
+  const productLinkImageUrl = useMemo(
+    () => productLinkPreviewImageUrl(productLinkPreview),
+    [productLinkPreview],
+  );
+  const productLinkPrice = useMemo(
+    () => productLinkPriceLabel(productLinkPreview),
+    [productLinkPreview],
+  );
+  const productLinkSource = useMemo(
+    () => productLinkSourceLabel(productLinkPreview),
+    [productLinkPreview],
+  );
+  const productLinkMaterial = useMemo(
+    () =>
+      cleanProductLinkText(productLinkPreview?.candidate.material) ||
+      cleanProductLinkText(productLinkPreview?.metadata.material),
+    [productLinkPreview],
+  );
+  const productLinkFit = useMemo(
+    () => cleanProductLinkText(productLinkPreview?.candidate.fit),
+    [productLinkPreview],
+  );
+  const productLinkCanSave =
+    !!uid &&
+    !!productLinkPreview &&
+    !!productLinkDraft &&
+    !!cleanProductLinkText(productLinkDraft.name);
 
   useEffect(() => {
     if (!uid) return;
@@ -569,21 +1018,67 @@ export default function ClosetScreen() {
     return ["ALL", ...values];
   }, [visibleItems]);
 
-  const colorOptions = useMemo(() => {
-    const values = Array.from(
-      new Set(
-        visibleItems
-          .flatMap((item) => [item.primaryColor, ...(item.colors ?? [])])
-          .map((value) => sanitizeDisplayText(value))
-          .filter(Boolean)
-      )
-    ).sort((a, b) => a.localeCompare(b));
-    return ["ALL", ...values];
+  const colorOptions = useMemo<ClosetColorFilterOption[]>(() => {
+    const options = new Map<string, string>();
+    visibleItems.forEach((item) => {
+      itemColorValues(item).forEach((value) => {
+        const key = normalizeFilterToken(value);
+        if (!key || key === "multicolor" || key === "multi color") return;
+        if (!options.has(key)) {
+          options.set(key, titleCaseFilterLabel(key));
+        }
+      });
+    });
+    return Array.from(options.entries())
+      .map(([key, label]) => ({ key, label }))
+      .sort((a, b) => a.label.localeCompare(b.label));
   }, [visibleItems]);
 
-  const filteredItems = useMemo(() => {
-    const query = normalizeText(search);
-    return sortItems(
+  const styleFilterOptions = useMemo(
+    () =>
+      STYLE_FILTER_OPTIONS.filter((option) =>
+        visibleItems.some((item) => itemMatchesStyleFilter(item, option.key))
+      ),
+    [visibleItems],
+  );
+
+  const wearFilterOptions = useMemo(
+    () =>
+      WEAR_FILTER_OPTIONS.filter((option) =>
+        visibleItems.some((item) => itemMatchesWearFilter(item, option.key))
+      ),
+    [visibleItems],
+  );
+
+  useEffect(() => {
+    const availableColors = new Set([MULTICOLOR_FILTER_KEY, ...colorOptions.map((option) => option.key)]);
+    setColorFilters((prev) => prev.filter((value) => availableColors.has(value)));
+  }, [colorOptions]);
+
+  useEffect(() => {
+    const availableStyles = new Set(styleFilterOptions.map((option) => option.key));
+    setStyleFilters((prev) => prev.filter((value) => availableStyles.has(value)));
+  }, [styleFilterOptions]);
+
+  useEffect(() => {
+    const availableWear = new Set(wearFilterOptions.map((option) => option.key));
+    setWearFilters((prev) => prev.filter((value) => availableWear.has(value)));
+  }, [wearFilterOptions]);
+
+  const toggleColorFilter = React.useCallback((value: string) => {
+    setColorFilters((prev) => toggleFilterValue(prev, value));
+  }, []);
+
+  const toggleStyleFilter = React.useCallback((value: string) => {
+    setStyleFilters((prev) => toggleFilterValue(prev, value));
+  }, []);
+
+  const toggleWearFilter = React.useCallback((value: string) => {
+    setWearFilters((prev) => toggleFilterValue(prev, value));
+  }, []);
+
+  const filteredByControls = useMemo(
+    () =>
       visibleItems.filter((item) => {
         if (statusFilter !== "ALL") {
           const laundryStatus = normalizeLaundryStatus(item);
@@ -593,27 +1088,58 @@ export default function ClosetScreen() {
         }
         if (categoryFilter !== "ALL" && toCanonicalCategory(item.category) !== categoryFilter) return false;
         if (brandFilter !== "ALL" && sanitizeDisplayText(item.brand) !== brandFilter) return false;
-        if (
-          colorFilter !== "ALL" &&
-          ![sanitizeDisplayText(item.primaryColor), ...(item.colors ?? []).map((value) => sanitizeDisplayText(value))].includes(colorFilter)
-        ) {
+        if (colorFilters.length) {
+          const colorsForItem = itemColorKeys(item);
+          const matchesColor = colorFilters.some((filter) =>
+            filter === MULTICOLOR_FILTER_KEY
+              ? itemHasMultipleColors(item)
+              : colorsForItem.includes(filter)
+          );
+          if (!matchesColor) return false;
+        }
+        if (styleFilters.length && !styleFilters.some((filter) => itemMatchesStyleFilter(item, filter))) {
           return false;
         }
-        return searchMatches(item, query);
+        if (wearFilters.length && !wearFilters.some((filter) => itemMatchesWearFilter(item, filter))) {
+          return false;
+        }
+        return true;
       }),
-      sortMode
-    );
-  }, [brandFilter, categoryFilter, colorFilter, search, sortMode, statusFilter, visibleItems]);
+    [brandFilter, categoryFilter, colorFilters, statusFilter, styleFilters, visibleItems, wearFilters],
+  );
+  const sortedFilteredItems = useMemo(
+    () => sortItems(filteredByControls, sortMode),
+    [filteredByControls, sortMode],
+  );
+  const searchResults = useMemo(
+    () => (isSearchMode ? rankSearchItems(sortedFilteredItems, normalizedSearch) : []),
+    [isSearchMode, normalizedSearch, sortedFilteredItems],
+  );
+  const displayedSearchItems = useMemo(
+    () => (showAllSearchResults ? searchResults : searchResults.slice(0, SEARCH_PREVIEW_LIMIT)),
+    [searchResults, showAllSearchResults],
+  );
 
   const sections = useMemo(
-    () => buildSections(filteredItems, categoryOrder, styleProfile.emphasizedSubcategories),
-    [categoryOrder, filteredItems, styleProfile.emphasizedSubcategories]
+    () => buildSections(sortedFilteredItems, categoryOrder, styleProfile.emphasizedSubcategories),
+    [categoryOrder, sortedFilteredItems, styleProfile.emphasizedSubcategories]
+  );
+  const searchRows = useMemo(
+    () => (loading || displayedSearchItems.length === 0 ? [] : buildGridRows(displayedSearchItems, "search")),
+    [displayedSearchItems, loading],
   );
   const closetRows = useMemo(
-    () => (loading || sections.length === 0 ? [] : buildClosetListRows(sections, expandedSections)),
-    [expandedSections, loading, sections],
+    () => {
+      if (isSearchMode) return searchRows;
+      if (loading || sections.length === 0) return [];
+      if (categoryFilter === "ALL") {
+        return appendAddTileToRows(buildGridRows(sortedFilteredItems, "all"), sortedFilteredItems.length);
+      }
+      return appendAddTileToRows(buildClosetListRows(sections, expandedSections), sortedFilteredItems.length);
+    },
+    [categoryFilter, expandedSections, isSearchMode, loading, searchRows, sections, sortedFilteredItems],
   );
-  const visibleCount = filteredItems.length;
+  const activeListItems = isSearchMode ? displayedSearchItems : sortedFilteredItems;
   const isSelectionMode = selectedItemIds.size > 0;
   const selectedItems = useMemo(
     () => visibleItems.filter((item) => selectedItemIds.has(item.id)),
@@ -625,15 +1151,24 @@ export default function ClosetScreen() {
     [selectedItemIds, visibleItemIds]
   );
   const allFilteredItemsSelected =
-    filteredItems.length > 0 && filteredItems.every((item) => selectedItemIds.has(item.id));
-  const fabBottom =
-    layout.floatingDockBottom +
-    FLOATING_TAB_BAR_HEIGHT +
-    FLOATING_CONTROL_GAP +
-    Math.max(6, Math.round(layout.horizontalPadding * 0.2));
+    activeListItems.length > 0 && activeListItems.every((item) => selectedItemIds.has(item.id));
+  const hasActiveOrganizeState =
+    sortMode !== "RECENTLY_ADDED" ||
+    statusFilter !== "ALL" ||
+    categoryFilter !== "ALL" ||
+    brandFilter !== "ALL" ||
+    colorFilters.length > 0 ||
+    styleFilters.length > 0 ||
+    wearFilters.length > 0;
   const closetGridGap = 16;
   const closetGridCardWidth =
     (layout.width - layout.horizontalPadding * 2 - closetGridGap) / 2;
+  const closetFabRight = Math.max(18, layout.horizontalPadding);
+  const closetFabBottom =
+    layout.composerOffset + Math.max(0, CLOSET_FAB_DOCK_GAP - FLOATING_CONTROL_GAP);
+  const closetAddMenuWidth = Math.min(296, layout.width - layout.horizontalPadding * 2);
+  const closetAddMenuRight = closetFabRight;
+  const closetAddMenuBottom = closetFabBottom + CLOSET_FAB_SIZE + CLOSET_ADD_MENU_GAP;
 
   useEffect(() => {
     setSelectedItemIds((prev) => {
@@ -668,7 +1203,7 @@ export default function ClosetScreen() {
       }
       router.push({
         pathname: "/(tabs)/item/[id]",
-        params: { id: item.id, sourceTab: "closet" },
+        params: { id: item.id, sourceTab: "closet", sourceRoute: "/(tabs)/closet" },
       });
     },
     [selectedItemIds.size, toggleItemSelection]
@@ -687,6 +1222,26 @@ export default function ClosetScreen() {
     []
   );
 
+  const openQuickAdd = React.useCallback(() => {
+    setQuickAddOpen(true);
+  }, []);
+
+  const openManualAddFromCloset = React.useCallback(() => {
+    setQuickAddOpen(false);
+    router.push({
+      pathname: "/(tabs)/add",
+      params: { addSession: String(Date.now()), sourceRoute: "/(tabs)/closet", sourceTab: "closet" },
+    });
+  }, []);
+
+  const openFilters = React.useCallback(() => {
+    setFiltersOpen(true);
+  }, []);
+
+  const handleChangeSort = React.useCallback((value: string) => {
+    setSortMode(value as SortMode);
+  }, []);
+
   const handleToggleSection = React.useCallback((sectionKey: string) => {
     LayoutAnimation.configureNext(LayoutAnimation.Presets.easeInEaseOut);
     setExpandedSections((prev) => ({
@@ -701,8 +1256,8 @@ export default function ClosetScreen() {
       clearSelection();
       return;
     }
-    setSelectedItemIds(new Set(filteredItems.map((item) => item.id)));
-  }, [allFilteredItemsSelected, clearSelection, filteredItems]);
+    setSelectedItemIds(new Set(activeListItems.map((item) => item.id)));
+  }, [activeListItems, allFilteredItemsSelected, clearSelection]);
 
   const runBulkAction = React.useCallback(
     async (label: string, action: () => Promise<void>) => {
@@ -942,6 +1497,22 @@ export default function ClosetScreen() {
     }
   }, [createDraftsFromAssets]);
 
+  const resetProductLinkSheet = React.useCallback(() => {
+    setProductLink("");
+    setProductLinkTouched(false);
+    setProductLinkError("");
+    setProductLinkRecoverableError(null);
+    setProductLinkPreview(null);
+    setProductLinkDraft(null);
+    setProductLinkEditing(false);
+  }, []);
+
+  const closeProductLinkSheet = React.useCallback(() => {
+    if (productLinkBusy) return;
+    setLinkModalOpen(false);
+    resetProductLinkSheet();
+  }, [productLinkBusy, resetProductLinkSheet]);
+
   const startProductLinkReview = React.useCallback(async (rawUrl: string, source: "clipboard" | "manual") => {
     const url = validHttpUrl(rawUrl);
     debugClosetLog("[PASTE_LINK_UI]", "search submitted", {
@@ -959,36 +1530,44 @@ export default function ClosetScreen() {
       setProductLinkTouched(true);
       return;
     }
-    setQuickAdding(true);
+    setProductLinkLoading(true);
+    setProductLinkError("");
+    setProductLinkRecoverableError(null);
+    setProductLinkPreview(null);
+    setProductLinkDraft(null);
+    setProductLinkEditing(false);
     try {
-      await Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
-      setProductLink("");
+      await Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light).catch(() => undefined);
+      const preview = await previewProductLinkForCloset(url);
+      setProductLinkPreview(preview);
+      setProductLinkDraft(draftFromProductLinkPreview(preview));
       setProductLinkTouched(false);
-      setLinkModalOpen(false);
       setQuickAddOpen(false);
-      router.push({
-        pathname: "/(tabs)/ai",
-        params: {
-          prompt: url,
-          promptKey: `closet-product-link-${Date.now()}`,
-        },
-      });
-      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Success);
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Success).catch(() => undefined);
     } catch (error: any) {
-      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Error);
-      Alert.alert("Product link", error?.message ?? "Unable to start link review.");
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Error).catch(() => undefined);
+      if (error instanceof ClosetProductLinkError && error.blockedStore) {
+        setProductLinkRecoverableError({
+          code: "blocked_store",
+          title: "This store blocked automatic reading.",
+          message: "You can try again, paste another link, or add the item from a screenshot.",
+        });
+      } else {
+        setProductLinkError(
+          error?.message ?? "I could not read that product link. Try another product page or add it manually."
+        );
+      }
     } finally {
-      setQuickAdding(false);
+      setProductLinkLoading(false);
     }
   }, [uid]);
 
   const handlePasteProductLinkAction = React.useCallback(() => {
     debugClosetLog("[PASTE_LINK_UI]", "opened", { uid });
-    setProductLink("");
-    setProductLinkTouched(false);
+    resetProductLinkSheet();
     setQuickAddOpen(false);
     setLinkModalOpen(true);
-  }, [uid]);
+  }, [resetProductLinkSheet, uid]);
 
   const handlePasteFromClipboard = React.useCallback(async () => {
     try {
@@ -1000,6 +1579,11 @@ export default function ClosetScreen() {
       });
       setProductLink(clipboard ?? "");
       setProductLinkTouched(true);
+      setProductLinkError("");
+      setProductLinkRecoverableError(null);
+      setProductLinkPreview(null);
+      setProductLinkDraft(null);
+      setProductLinkEditing(false);
     } catch (error) {
       debugClosetLog("[PASTE_LINK_UI]", "pasted from clipboard", {
         uid,
@@ -1010,7 +1594,24 @@ export default function ClosetScreen() {
     }
   }, [uid]);
 
+  const handleAddProductLinkFromScreenshot = React.useCallback(async () => {
+    if (productLinkBusy) return;
+    setLinkModalOpen(false);
+    await handleChoosePhotos();
+  }, [handleChoosePhotos, productLinkBusy]);
+
+  const handleOpenProductLinkManually = React.useCallback(async () => {
+    const url = normalizedProductLink ?? validHttpUrl(productLink);
+    if (!url) return;
+    try {
+      await Linking.openURL(url);
+    } catch {
+      Toast.error("Could not open link", "Open the product page in your browser and add from screenshot/photo.");
+    }
+  }, [normalizedProductLink, productLink]);
+
   const handleImportProductLink = React.useCallback(async () => {
+    if (productLinkBusy) return;
     if (!normalizedProductLink) {
       debugClosetLog("[PASTE_LINK_UI]", "invalid url", {
         uid,
@@ -1020,7 +1621,37 @@ export default function ClosetScreen() {
       return;
     }
     await startProductLinkReview(productLink, "manual");
-  }, [normalizedProductLink, productLink, startProductLinkReview, uid]);
+  }, [normalizedProductLink, productLink, productLinkBusy, startProductLinkReview, uid]);
+
+  const handleSaveProductLinkToCloset = React.useCallback(async () => {
+    if (!uid || !productLinkPreview || !productLinkDraft || productLinkSaving) return;
+    setProductLinkSaving(true);
+    setProductLinkError("");
+    setProductLinkRecoverableError(null);
+    try {
+      const candidate = candidateFromProductLinkDraft({
+        preview: productLinkPreview,
+        draft: productLinkDraft,
+      });
+      await createAuraItemDraftsFromCandidates({
+        uid,
+        candidates: [candidate],
+        prompt: "Closet product link import",
+        mode: "pending",
+      });
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Success).catch(() => undefined);
+      setLinkModalOpen(false);
+      resetProductLinkSheet();
+      Toast.itemAdded();
+    } catch (error: any) {
+      await Haptics.notificationAsync(Haptics.NotificationFeedbackType.Error).catch(() => undefined);
+      setProductLinkError(
+        error?.message ?? "That item could not be added yet. You can edit the details or try another link."
+      );
+    } finally {
+      setProductLinkSaving(false);
+    }
+  }, [productLinkDraft, productLinkPreview, productLinkSaving, resetProductLinkSheet, uid]);
 
   const handleRetryProcessingItem = React.useCallback(
     async (item: ClosetItem) => {
@@ -1052,7 +1683,7 @@ export default function ClosetScreen() {
       });
       router.push({
         pathname: "/(tabs)/add",
-        params: { editId: item.id },
+        params: { editId: item.id, sourceItemId: item.id, sourceRoute: "/(tabs)/closet", sourceTab: "closet" },
       });
     },
     [uid]
@@ -1126,7 +1757,9 @@ export default function ClosetScreen() {
           cardWidth={closetGridCardWidth}
           gridGap={closetGridGap}
           animateOffset={item.animateOffset}
+          trailingAddTile={item.trailingAddTile}
           selectedItemIds={selectedItemIds}
+          onAddItem={openQuickAdd}
           onPressItem={handleItemPress}
           onLongPressItem={handleItemLongPress}
         />
@@ -1138,14 +1771,37 @@ export default function ClosetScreen() {
       handleItemLongPress,
       handleItemPress,
       handleToggleSection,
+      openQuickAdd,
       selectedItemIds,
     ],
   );
 
   const closetListHeader = useMemo(() => {
+    if (isSearchMode) {
+      if (!searchResults.length) return null;
+      return (
+        <ClosetSearchResultsHeader
+          query={search}
+          totalCount={searchResults.length}
+          shownCount={displayedSearchItems.length}
+          onViewAll={() => setShowAllSearchResults(true)}
+        />
+      );
+    }
+
+    return null;
+  }, [
+    displayedSearchItems.length,
+    isSearchMode,
+    search,
+    searchResults.length,
+  ]);
+
+  const closetListFooter = useMemo(() => {
+    if (isSearchMode) return null;
     if (!processingItems.length && !showMinimumClosetCard) return null;
     return (
-      <View style={{ gap: 18, marginBottom: 18 }}>
+      <View style={{ gap: 18, marginTop: 22 }}>
         <ClosetProcessingSection
           items={processingItems}
           onPressItem={handleReviewProcessingItem}
@@ -1157,6 +1813,8 @@ export default function ClosetScreen() {
           <MinimumClosetProgressCard
             colors={colors}
             items={visibleItems}
+            expanded={styleInsightsExpanded}
+            onToggleExpanded={() => setStyleInsightsExpanded((expanded) => !expanded)}
             onAddMissingItem={openAddMissingItem}
           />
         ) : null}
@@ -1167,19 +1825,22 @@ export default function ClosetScreen() {
     handleRemoveProcessingItem,
     handleRetryProcessingItem,
     handleReviewProcessingItem,
+    isSearchMode,
     openAddMissingItem,
     processingItems,
     showMinimumClosetCard,
+    styleInsightsExpanded,
     visibleItems,
   ]);
 
   const clearFilters = React.useCallback(() => {
     setSearch("");
-    setSortMode("RECENTLY_ADDED");
     setStatusFilter("ALL");
     setCategoryFilter("ALL");
     setBrandFilter("ALL");
-    setColorFilter("ALL");
+    setColorFilters([]);
+    setStyleFilters([]);
+    setWearFilters([]);
   }, []);
 
   const closetListEmpty = useMemo(() => {
@@ -1191,10 +1852,14 @@ export default function ClosetScreen() {
       );
     }
 
+    if (isSearchMode) {
+      return <ClosetSearchEmptyState />;
+    }
+
     return (
       <ClosetEmptyState
         filtered={visibleItems.length > 0}
-        onAddItem={() => router.push("/(tabs)/add")}
+        onAddItem={openQuickAdd}
         onAskAura={() => {
           if (visibleItems.length > 0) {
             router.push("/(tabs)/ai");
@@ -1211,7 +1876,7 @@ export default function ClosetScreen() {
         onClearFilters={clearFilters}
       />
     );
-  }, [clearFilters, colors.accent, loading, visibleItems.length]);
+  }, [clearFilters, colors.accent, isSearchMode, loading, openQuickAdd, visibleItems.length]);
 
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
@@ -1219,17 +1884,19 @@ export default function ClosetScreen() {
         style={{
           paddingTop: layout.topContentInset,
           paddingHorizontal: layout.horizontalPadding,
-          paddingBottom: 14,
+          paddingBottom: 4,
           backgroundColor: colors.background,
-          borderBottomWidth: 1,
-          borderBottomColor: "rgba(255,255,255,0.045)",
-          gap: 14,
+          borderBottomWidth: 0,
+          borderBottomColor: "transparent",
+          gap: 0,
+          zIndex: 20,
+          elevation: 8,
         }}
       >
         <ClosetHeader
           totalCount={visibleItems.length}
-          visibleCount={visibleCount}
-          statusFilter={statusFilter}
+          onOpenOrganize={openFilters}
+          hasActiveOrganizeState={hasActiveOrganizeState}
         />
 
         {isSelectionMode ? (
@@ -1239,8 +1906,8 @@ export default function ClosetScreen() {
               padding: 12,
               borderRadius: 18,
               borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
-              backgroundColor: "rgba(255,255,255,0.04)",
+              borderColor: colors.border,
+              backgroundColor: colors.surfaceBase,
             }}
           >
             <View
@@ -1263,12 +1930,12 @@ export default function ClosetScreen() {
                 onPress={handleSelectAllVisible}
                 disabled={bulkActionLoading}
                 style={({ pressed }) => ({
-                  height: 36,
+                  minHeight: 44,
                   paddingHorizontal: 12,
                   borderRadius: 999,
                   alignItems: "center",
                   justifyContent: "center",
-                  backgroundColor: "rgba(255,255,255,0.07)",
+                  backgroundColor: colors.surfaceInteractive,
                   opacity: bulkActionLoading ? 0.5 : pressed ? 0.78 : 1,
                 })}
               >
@@ -1280,7 +1947,7 @@ export default function ClosetScreen() {
                 onPress={clearSelection}
                 disabled={bulkActionLoading}
                 style={({ pressed }) => ({
-                  height: 36,
+                  minHeight: 44,
                   paddingHorizontal: 12,
                   borderRadius: 999,
                   alignItems: "center",
@@ -1341,13 +2008,13 @@ export default function ClosetScreen() {
           </View>
         ) : null}
 
-        <View style={{ gap: 12 }}>
+        <View style={{ gap: 10, marginTop: 9 }}>
           <ClosetSearchBar value={search} onChangeText={setSearch} />
 
-          <ClosetControlsRow
-            sortLabel={SORT_OPTIONS.find((option) => option.key === sortMode)?.label ?? "Recently added"}
-            statusLabel={STATUS_OPTIONS.find((option) => option.key === statusFilter)?.label ?? "All"}
-            onOpenFilters={() => setFiltersOpen(true)}
+          <ClosetInventoryHeader
+            activeCategory={categoryFilter}
+            categoryTabs={INVENTORY_CATEGORY_TABS}
+            onSelectCategory={setCategoryFilter}
           />
         </View>
       </View>
@@ -1357,10 +2024,20 @@ export default function ClosetScreen() {
         keyExtractor={closetRowKeyExtractor}
         renderItem={renderClosetRow}
         ListHeaderComponent={closetListHeader}
+        ListFooterComponent={closetListFooter}
         ListEmptyComponent={closetListEmpty}
         ItemSeparatorComponent={ClosetListSeparator}
         showsVerticalScrollIndicator={false}
         keyboardShouldPersistTaps="handled"
+        refreshControl={
+          <RefreshControl
+            refreshing={refreshing}
+            onRefresh={handleRefresh}
+            tintColor={colors.ctaCream}
+            colors={[colors.ctaCream]}
+            progressBackgroundColor={colors.background}
+          />
+        }
         removeClippedSubviews={Platform.OS !== "web"}
         initialNumToRender={10}
         maxToRenderPerBatch={8}
@@ -1369,65 +2046,77 @@ export default function ClosetScreen() {
         extraData={selectedItemIds}
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
-          paddingTop: 18,
-          paddingBottom: layout.bottomDockPadding + 112,
+          paddingTop: 16,
+          paddingBottom: layout.bottomDockPadding + 56,
         }}
       />
 
+      <AuraPressable
+        onPress={openQuickAdd}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.975}
+        pressedOpacity={0.9}
+        accessibilityRole="button"
+        accessibilityLabel="Add item"
+        style={{
+          position: "absolute",
+          right: closetFabRight,
+          bottom: closetFabBottom,
+          width: CLOSET_FAB_SIZE,
+          height: CLOSET_FAB_SIZE,
+          borderRadius: 999,
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: "rgba(223,182,178,0.96)",
+          borderWidth: 1,
+          borderColor: "rgba(251,228,216,0.36)",
+          boxShadow: "0 14px 32px rgba(223,182,178,0.26)",
+          zIndex: 25,
+        }}
+      >
+        <Ionicons name="add" size={32} color={colors.ctaText} />
+      </AuraPressable>
+
       <ClosetFilterSheet
         visible={filtersOpen}
         onClose={() => setFiltersOpen(false)}
-        sortMode={sortMode}
         statusFilter={statusFilter}
         categoryFilter={categoryFilter}
         brandFilter={brandFilter}
-        colorFilter={colorFilter}
+        colorFilters={colorFilters}
+        sortMode={sortMode}
         sortOptions={SORT_OPTIONS}
         statusOptions={STATUS_OPTIONS}
-        categoryOptions={[{ key: "ALL", label: "All categories" }, ...categoryOrder.map((key) => ({ key, label: CATEGORY_LABELS[key] }))]}
+        categoryOptions={[
+          { key: "ALL", label: "All categories" },
+          { key: "top", label: "Tops" },
+          { key: "bottom", label: "Bottoms" },
+          { key: "outerwear", label: "Outerwear" },
+          { key: "shoes", label: "Footwear" },
+          { key: "accessory", label: "Accessories" },
+          { key: "one_piece", label: "One-pieces" },
+        ]}
         brandOptions={brandOptions}
         colorOptions={colorOptions}
-        onChangeSort={setSortMode}
-        onChangeStatus={setStatusFilter}
-        onChangeCategory={setCategoryFilter}
+        multicolorFilterKey={MULTICOLOR_FILTER_KEY}
+        styleOptions={styleFilterOptions}
+        selectedStyleFilters={styleFilters}
+        wearOptions={wearFilterOptions}
+        selectedWearFilters={wearFilters}
+        onChangeStatus={(value) => setStatusFilter(value as "ALL" | ClothingStatus)}
+        onChangeCategory={(value) => setCategoryFilter(value as "ALL" | CategoryKey)}
         onChangeBrand={setBrandFilter}
-        onChangeColor={setColorFilter}
+        onChangeSort={handleChangeSort}
+        onToggleColor={toggleColorFilter}
+        onClearColors={() => setColorFilters([])}
+        onToggleStyle={toggleStyleFilter}
+        onClearStyle={() => setStyleFilters([])}
+        onToggleWear={toggleWearFilter}
+        onClearWear={() => setWearFilters([])}
         onClear={clearFilters}
       />
 
-      <Pressable
-        onPress={() => setQuickAddOpen(true)}
-        style={({ pressed }) => ({
-          position: "absolute",
-          right: layout.horizontalPadding,
-          bottom: fabBottom,
-          width: 56,
-          height: 56,
-          borderRadius: 999,
-          alignItems: "center",
-          justifyContent: "center",
-          backgroundColor: "rgba(20,24,32,0.84)",
-          borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.1)",
-          shadowColor: "#000",
-          shadowOpacity: 0.28,
-          shadowRadius: 18,
-          shadowOffset: { width: 0, height: 10 },
-          elevation: 18,
-          opacity: pressed ? 0.88 : 1,
-        })}
-      >
-        <View
-          style={{
-            position: "absolute",
-            inset: 0,
-            borderRadius: 999,
-            backgroundColor: "rgba(255,255,255,0.04)",
-          }}
-        />
-        <Ionicons name="add" size={26} color={colors.text} />
-      </Pressable>
-
       <Modal
         visible={moreActionsOpen}
         transparent
@@ -1437,28 +2126,24 @@ export default function ClosetScreen() {
         <Pressable
           onPress={() => setMoreActionsOpen(false)}
           style={{
-            flex: 1,
+            ...auraSheetBackdropStyle(colors),
             justifyContent: "flex-end",
-            backgroundColor: "rgba(0,0,0,0.48)",
             paddingHorizontal: layout.horizontalPadding,
             paddingBottom: layout.composerOffset + 18,
           }}
         >
           <Pressable
-            onPress={() => {}}
+            onPress={(event) => event.stopPropagation()}
             style={{
-              borderRadius: 28,
+              ...auraCardStyle(colors, "sheet"),
               padding: 16,
               gap: 10,
-              backgroundColor: "rgba(18,22,29,0.98)",
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
             }}
           >
-            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+            <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
               More actions
             </Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>
+            <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 13, lineHeight: 18 }]}>
               {selectedItems.length} selected item{selectedItems.length === 1 ? "" : "s"}
             </Text>
             <QuickAddAction
@@ -1501,174 +2186,632 @@ export default function ClosetScreen() {
         </Pressable>
       </Modal>
 
-      <Modal
-        visible={quickAddOpen}
-        transparent
-        animationType="fade"
-        onRequestClose={() => setQuickAddOpen(false)}
-      >
+      {quickAddOpen ? (
         <Pressable
           onPress={() => setQuickAddOpen(false)}
           style={{
-            flex: 1,
-            justifyContent: "flex-end",
-            backgroundColor: "rgba(0,0,0,0.42)",
-            paddingHorizontal: layout.horizontalPadding,
-            paddingBottom: layout.composerOffset + 18,
+            position: "absolute",
+            top: 0,
+            right: 0,
+            bottom: 0,
+            left: 0,
+            backgroundColor: "rgba(2,0,8,0.06)",
+            zIndex: 30,
           }}
         >
           <Pressable
-            onPress={() => {}}
+            onPress={(event) => event.stopPropagation()}
             style={{
-              borderRadius: 28,
-              padding: 16,
-              gap: 10,
-              backgroundColor: "rgba(18,22,29,0.98)",
+              position: "absolute",
+              right: closetAddMenuRight,
+              bottom: closetAddMenuBottom,
+              width: closetAddMenuWidth,
+              borderRadius: 24,
               borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
+              borderColor: "rgba(251,228,216,0.16)",
+              backgroundColor: "rgba(24,6,36,0.97)",
+              padding: 10,
+              gap: 7,
+              overflow: "visible",
+              boxShadow: "0 16px 34px rgba(0,0,0,0.24)",
             }}
           >
-            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
-              Add to wardrobe
-            </Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>
-              Snap it, and Wardrobe AI will process it in the background.
-            </Text>
+            <View style={{ paddingHorizontal: 5, paddingTop: 2, paddingBottom: 2, gap: 2 }}>
+              <Text style={[auraTypography.cardTitle, { color: colors.text, fontSize: 18 }]}>
+                Add item
+              </Text>
+              <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 12.5, lineHeight: 17 }]}>
+                Fast capture for your wardrobe.
+              </Text>
+            </View>
             <QuickAddAction
               icon="camera-outline"
               label="Take Photo"
               disabled={quickAdding}
-              onPress={() => void handleTakePhoto()}
+              onPress={() => {
+                setQuickAddOpen(false);
+                void handleTakePhoto();
+              }}
             />
             <QuickAddAction
               icon="images-outline"
-              label="Choose Photos"
+              label="Upload Photo"
               disabled={quickAdding}
-              onPress={() => void handleChoosePhotos()}
+              onPress={() => {
+                setQuickAddOpen(false);
+                void handleChoosePhotos();
+              }}
             />
             <QuickAddAction
               icon="link-outline"
               label="Paste Product Link"
               disabled={quickAdding}
-              onPress={handlePasteProductLinkAction}
+              onPress={() => {
+                setQuickAddOpen(false);
+                handlePasteProductLinkAction();
+              }}
             />
             <QuickAddAction
               icon="create-outline"
-              label="Add Manually"
+              label="Manual Add"
               disabled={quickAdding}
-              onPress={() => {
-                setQuickAddOpen(false);
-                router.push("/(tabs)/add");
+              onPress={openManualAddFromCloset}
+            />
+            <View
+              pointerEvents="none"
+              style={{
+                position: "absolute",
+                right: Math.max(18, CLOSET_FAB_SIZE / 2 - 8),
+                bottom: -7,
+                width: 16,
+                height: 16,
+                borderRadius: 3,
+                backgroundColor: "rgba(24,6,36,0.97)",
+                borderRightWidth: 1,
+                borderBottomWidth: 1,
+                borderColor: "rgba(251,228,216,0.16)",
+                transform: [{ rotate: "45deg" }],
               }}
             />
           </Pressable>
         </Pressable>
-      </Modal>
+      ) : null}
 
       <Modal
         visible={linkModalOpen}
         transparent
         animationType="fade"
-        onRequestClose={() => setLinkModalOpen(false)}
+        onRequestClose={closeProductLinkSheet}
       >
-        <Pressable
-          onPress={() => setLinkModalOpen(false)}
-          style={{
-            flex: 1,
-            justifyContent: "center",
-            backgroundColor: "rgba(0,0,0,0.54)",
-            paddingHorizontal: layout.horizontalPadding,
-          }}
+        <KeyboardAvoidingView
+          behavior={Platform.OS === "ios" ? "padding" : "height"}
+          keyboardVerticalOffset={0}
+          style={{ flex: 1 }}
         >
           <Pressable
-            onPress={() => {}}
+            onPress={closeProductLinkSheet}
             style={{
-              borderRadius: 26,
-              padding: 16,
-              gap: 12,
-              backgroundColor: "rgba(18,22,29,0.98)",
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.08)",
+              ...auraSheetBackdropStyle(colors),
+              justifyContent: "flex-end",
+              paddingHorizontal: layout.horizontalPadding,
+              paddingTop: layout.topContentInset,
+              paddingBottom: Math.max(layout.floatingDockBottom + 10, 18),
             }}
           >
-            <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
-              Paste product link
-            </Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>
-              Paste or type a product URL, then review it in AURA before saving.
-            </Text>
-            <TextInput
-              value={productLink}
-              onChangeText={(value) => {
-                setProductLink(value);
-                setProductLinkTouched(true);
-              }}
-              autoCapitalize="none"
-              autoCorrect={false}
-              keyboardAppearance="dark"
-              placeholder="https://..."
-              placeholderTextColor={colors.textSecondary}
-              onSubmitEditing={() => void handleImportProductLink()}
+            <Pressable
+              onPress={(event) => event.stopPropagation()}
               style={{
-                minHeight: 50,
-                borderRadius: 18,
-                paddingHorizontal: 14,
-                color: colors.text,
-                backgroundColor: "rgba(255,255,255,0.055)",
-                borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.08)",
+                maxHeight: layout.height * 0.84,
+                ...auraCardStyle(colors, "sheet"),
+                padding: 14,
+                overflow: "hidden",
               }}
-            />
-            {productLinkInlineError ? (
-              <Text style={{ color: "#ff9b9b", fontSize: 12, lineHeight: 16 }}>
-                {productLinkInlineError}
-              </Text>
-            ) : null}
-            <View style={{ flexDirection: "row", gap: 10 }}>
-              <Pressable
-                onPress={() => void handlePasteFromClipboard()}
-                disabled={quickAdding}
-                style={({ pressed }) => ({
-                  flex: 1,
-                  height: 48,
-                  borderRadius: 16,
-                  alignItems: "center",
-                  justifyContent: "center",
-                  backgroundColor: "rgba(255,255,255,0.055)",
-                  borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.08)",
-                  opacity: quickAdding ? 0.55 : pressed ? 0.82 : 1,
-                })}
-              >
-                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>
-                  Paste
-                </Text>
-              </Pressable>
-              <Pressable
-                onPress={() => void handleImportProductLink()}
-                disabled={quickAdding || !normalizedProductLink}
-                style={({ pressed }) => ({
-                  flex: 1,
-                  height: 48,
-                  borderRadius: 16,
-                  alignItems: "center",
-                  justifyContent: "center",
-                  backgroundColor: colors.aiAccent,
-                  opacity: quickAdding || !normalizedProductLink ? 0.55 : pressed ? 0.86 : 1,
-                })}
+            >
+              <ScrollView
+                keyboardShouldPersistTaps="handled"
+                showsVerticalScrollIndicator={false}
+                contentContainerStyle={{ gap: 12, paddingBottom: 10 }}
               >
-                <Text style={{ color: "#081019", fontSize: 14, fontWeight: "900" }}>
-                  {quickAdding ? "Searching..." : "Search"}
-                </Text>
-              </Pressable>
-            </View>
+              <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 12 }}>
+                <View style={{ flex: 1, gap: 4 }}>
+                  <Text style={[auraTypography.cardTitle, { color: colors.text, fontSize: 19 }]}>
+                    Paste product link
+                  </Text>
+                  <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 13, lineHeight: 18 }]}>
+                    Paste a product URL and review the item before adding it to your closet.
+                  </Text>
+                </View>
+                <Pressable
+                  onPress={closeProductLinkSheet}
+                  disabled={productLinkBusy}
+                  hitSlop={10}
+                  style={({ pressed }) => ({
+                    width: 44,
+                    height: 44,
+                    borderRadius: 999,
+                    alignItems: "center",
+                    justifyContent: "center",
+                    backgroundColor: "rgba(255,239,229,0.07)",
+                    borderWidth: 1,
+                    borderColor: "rgba(255,239,229,0.12)",
+                    opacity: productLinkBusy ? 0.45 : pressed ? 0.74 : 1,
+                  })}
+                >
+                  <Ionicons name="close" size={18} color={colors.textSecondary} />
+                </Pressable>
+              </View>
+
+              <View style={{ gap: 8 }}>
+                <TextInput
+                  value={productLink}
+                  onChangeText={(value) => {
+                    setProductLink(value);
+                    setProductLinkTouched(true);
+                    setProductLinkError("");
+                    setProductLinkRecoverableError(null);
+                    setProductLinkPreview(null);
+                    setProductLinkDraft(null);
+                    setProductLinkEditing(false);
+                  }}
+                  autoCapitalize="none"
+                  autoCorrect={false}
+                  keyboardAppearance="dark"
+                  keyboardType="url"
+                  placeholder="https://..."
+                  placeholderTextColor="rgba(255,239,229,0.45)"
+                  editable={!productLinkBusy}
+                  onSubmitEditing={() => void handleImportProductLink()}
+                  style={{
+                    minHeight: 50,
+                    borderRadius: 18,
+                    paddingHorizontal: 14,
+                    color: colors.text,
+                    backgroundColor: colors.inputBackground,
+                    borderWidth: 1,
+                    borderColor: colors.border,
+                    fontSize: 14,
+                    fontWeight: "700",
+                  }}
+                />
+                {productLinkInlineError ? (
+                  <Text selectable style={{ color: "#ffb2b2", fontSize: 12, lineHeight: 16, fontWeight: "700" }}>
+                    {productLinkInlineError}
+                  </Text>
+                ) : null}
+                {productLinkError ? (
+                  <Text selectable style={{ color: "#ffb2b2", fontSize: 12, lineHeight: 16, fontWeight: "700" }}>
+                    {productLinkError}
+                  </Text>
+                ) : null}
+                {productLinkChipLabel ? (
+                  <View
+                    style={{
+                      alignSelf: "flex-end",
+                      ...auraChipStyle(colors, "metadata"),
+                      paddingHorizontal: 13,
+                      flexDirection: "row",
+                      gap: 7,
+                    }}
+                  >
+                    <Ionicons name="link-outline" size={14} color={colors.textSecondary} />
+                    <Text
+                      numberOfLines={1}
+                      style={{
+                        maxWidth: layout.width * 0.58,
+                        color: colors.text,
+                        fontSize: 12.5,
+                        lineHeight: 16,
+                        fontWeight: "900",
+                      }}
+                    >
+                      {productLinkChipLabel}
+                    </Text>
+                  </View>
+                ) : null}
+              </View>
+
+              <View style={{ flexDirection: "row", gap: 10 }}>
+                <Pressable
+                  onPress={() => void handlePasteFromClipboard()}
+                  disabled={productLinkBusy}
+                  style={({ pressed }) => ({
+                    flex: 0.8,
+                    ...auraButtonStyle(colors, "secondary", productLinkBusy, "compact"),
+                    flexDirection: "row",
+                    gap: 8,
+                    minHeight: 44,
+                    opacity: productLinkBusy ? 0.55 : pressed ? 0.82 : 1,
+                  })}
+                >
+                  <Ionicons name="clipboard-outline" size={17} color={productLinkBusy ? colors.textSecondary : colors.text} />
+                  <Text style={[auraButtonTextStyle(colors, "secondary", productLinkBusy), { fontSize: 14 }]}>
+                    Paste
+                  </Text>
+                </Pressable>
+                <Pressable
+                  onPress={() => void handleImportProductLink()}
+                  disabled={productLinkBusy || !normalizedProductLink}
+                  style={({ pressed }) => ({
+                    flex: 1.2,
+                    ...auraButtonStyle(colors, "primary", productLinkBusy || !normalizedProductLink, "compact"),
+                    flexDirection: "row",
+                    gap: 8,
+                    minHeight: 44,
+                    opacity: productLinkBusy || !normalizedProductLink ? 0.55 : pressed ? 0.86 : 1,
+                  })}
+                >
+                  {productLinkLoading ? <ActivityIndicator size="small" color={colors.primaryCtaText} /> : null}
+                  <Text style={[auraButtonTextStyle(colors, "primary", productLinkBusy || !normalizedProductLink), { fontSize: 14 }]}>
+                    {productLinkLoading ? "Searching..." : productLinkPreview ? "Search again" : "Search"}
+                  </Text>
+                </Pressable>
+              </View>
+
+              {productLinkRecoverableError ? (
+                <View
+                  style={{
+                    borderRadius: 22,
+                    padding: 14,
+                    gap: 12,
+                    backgroundColor: "rgba(255,239,229,0.06)",
+                    borderWidth: 1,
+                    borderColor: "rgba(255,196,180,0.22)",
+                  }}
+                >
+                  <View style={{ gap: 5 }}>
+                    <Text style={{ color: colors.text, fontSize: 15, lineHeight: 19, fontWeight: "900" }}>
+                      {productLinkRecoverableError.title}
+                    </Text>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "700" }}>
+                      {productLinkRecoverableError.message}
+                    </Text>
+                  </View>
+                  <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 9 }}>
+                    <Pressable
+                      onPress={() => void handleImportProductLink()}
+                      disabled={productLinkBusy || !normalizedProductLink}
+                      style={({ pressed }) => ({
+                        minHeight: 40,
+                        borderRadius: 999,
+                        paddingHorizontal: 13,
+                        alignItems: "center",
+                        justifyContent: "center",
+                        backgroundColor: "rgba(255,239,229,0.13)",
+                        borderWidth: 1,
+                        borderColor: "rgba(255,239,229,0.18)",
+                        opacity: productLinkBusy || !normalizedProductLink ? 0.5 : pressed ? 0.78 : 1,
+                      })}
+                    >
+                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "900" }}>Try again</Text>
+                    </Pressable>
+                    <Pressable
+                      onPress={() => void handleAddProductLinkFromScreenshot()}
+                      disabled={productLinkBusy}
+                      style={({ pressed }) => ({
+                        minHeight: 40,
+                        borderRadius: 999,
+                        paddingHorizontal: 13,
+                        alignItems: "center",
+                        justifyContent: "center",
+                        backgroundColor: "rgba(255,239,229,0.09)",
+                        borderWidth: 1,
+                        borderColor: "rgba(255,239,229,0.15)",
+                        opacity: productLinkBusy ? 0.5 : pressed ? 0.78 : 1,
+                      })}
+                    >
+                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "900" }}>Add from screenshot</Text>
+                    </Pressable>
+                    <Pressable
+                      onPress={() => void handleOpenProductLinkManually()}
+                      disabled={!normalizedProductLink}
+                      style={({ pressed }) => ({
+                        minHeight: 40,
+                        borderRadius: 999,
+                        paddingHorizontal: 13,
+                        alignItems: "center",
+                        justifyContent: "center",
+                        backgroundColor: "rgba(255,239,229,0.055)",
+                        borderWidth: 1,
+                        borderColor: "rgba(255,239,229,0.12)",
+                        opacity: !normalizedProductLink ? 0.5 : pressed ? 0.78 : 1,
+                      })}
+                    >
+                      <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "900" }}>Open link</Text>
+                    </Pressable>
+                    <Pressable
+                      onPress={closeProductLinkSheet}
+                      disabled={productLinkBusy}
+                      style={({ pressed }) => ({
+                        minHeight: 40,
+                        borderRadius: 999,
+                        paddingHorizontal: 13,
+                        alignItems: "center",
+                        justifyContent: "center",
+                        backgroundColor: "rgba(255,239,229,0.035)",
+                        borderWidth: 1,
+                        borderColor: "rgba(255,239,229,0.10)",
+                        opacity: productLinkBusy ? 0.5 : pressed ? 0.78 : 1,
+                      })}
+                    >
+                      <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "900" }}>Cancel</Text>
+                    </Pressable>
+                  </View>
+                </View>
+              ) : null}
+
+              {productLinkLoading ? (
+                <View
+                  style={{
+                    borderRadius: 22,
+                    padding: 14,
+                    gap: 10,
+                    backgroundColor: "rgba(255,239,229,0.055)",
+                    borderWidth: 1,
+                    borderColor: "rgba(255,239,229,0.12)",
+                    flexDirection: "row",
+                    alignItems: "center",
+                  }}
+                >
+                  <ActivityIndicator color={colors.ctaCream} />
+                  <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "700" }}>
+                    Reading product details...
+                  </Text>
+                </View>
+              ) : null}
+
+              {productLinkPreview && productLinkDraft ? (
+                <View
+                  style={{
+                    borderRadius: 24,
+                    padding: 12,
+                    gap: 12,
+                    backgroundColor: "rgba(255,239,229,0.06)",
+                    borderWidth: 1,
+                    borderColor: "rgba(255,239,229,0.14)",
+                  }}
+                >
+                  <View style={{ flexDirection: "row", gap: 12 }}>
+                    <View
+                      style={{
+                        width: 96,
+                        height: 112,
+                        borderRadius: 18,
+                        backgroundColor: "#f6efe6",
+                        overflow: "hidden",
+                        alignItems: "center",
+                        justifyContent: "center",
+                      }}
+                    >
+                      {productLinkImageUrl ? (
+                        <AppImage
+                          source={{ uri: productLinkImageUrl }}
+                          resizeMode="contain"
+                          style={{ width: "100%", height: "100%" }}
+                        />
+                      ) : (
+                        <Ionicons name="shirt-outline" size={26} color="rgba(25, 6, 36, 0.55)" />
+                      )}
+                    </View>
+                    <View style={{ flex: 1, gap: 7, paddingTop: 1 }}>
+                      <Text
+                        selectable
+                        numberOfLines={3}
+                        style={{ color: colors.text, fontSize: 16, lineHeight: 20, fontWeight: "900" }}
+                      >
+                        {productLinkDraft.name || "Untitled item"}
+                      </Text>
+                      <View style={{ gap: 5 }}>
+                        <ProductLinkPreviewLine label="Brand" value={productLinkDraft.brand || "Not found"} />
+                        <ProductLinkPreviewLine label="Category" value={productLinkCategoryLabel(productLinkDraft.category)} />
+                        <ProductLinkPreviewLine label="Color" value={productLinkDraft.color || "Not found"} />
+                        {productLinkMaterial ? <ProductLinkPreviewLine label="Material" value={productLinkMaterial} /> : null}
+                        {productLinkFit ? <ProductLinkPreviewLine label="Fit" value={productLinkFit} /> : null}
+                        {productLinkPrice ? <ProductLinkPreviewLine label="Price" value={productLinkPrice} /> : null}
+                        {productLinkSource ? <ProductLinkPreviewLine label="Source" value={productLinkSource} /> : null}
+                      </View>
+                    </View>
+                  </View>
+
+                  {productLinkEditing ? (
+                    <View style={{ gap: 10 }}>
+                      <ProductLinkReviewField
+                        label="Name"
+                        value={productLinkDraft.name}
+                        onChangeText={(value) =>
+                          setProductLinkDraft((current) => (current ? { ...current, name: value } : current))
+                        }
+                      />
+                      <View style={{ flexDirection: "row", gap: 10 }}>
+                        <ProductLinkReviewField
+                          label="Brand"
+                          value={productLinkDraft.brand}
+                          onChangeText={(value) =>
+                            setProductLinkDraft((current) => (current ? { ...current, brand: value } : current))
+                          }
+                          style={{ flex: 1 }}
+                        />
+                        <ProductLinkReviewField
+                          label="Color"
+                          value={productLinkDraft.color}
+                          onChangeText={(value) =>
+                            setProductLinkDraft((current) => (current ? { ...current, color: value } : current))
+                          }
+                          style={{ flex: 1 }}
+                        />
+                      </View>
+                      <ProductLinkReviewField
+                        label="Size"
+                        value={productLinkDraft.size}
+                        placeholder="Optional"
+                        onChangeText={(value) =>
+                          setProductLinkDraft((current) => (current ? { ...current, size: value } : current))
+                        }
+                      />
+                      <View style={{ gap: 7 }}>
+                        <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "900", textTransform: "uppercase" }}>
+                          Category
+                        </Text>
+                        <ScrollView horizontal showsHorizontalScrollIndicator={false} keyboardShouldPersistTaps="handled">
+                          <View style={{ flexDirection: "row", gap: 8, paddingRight: 2 }}>
+                            {PRODUCT_LINK_CATEGORY_OPTIONS.map((option) => {
+                              const selected = productLinkDraft.category === option.key;
+                              return (
+                                <Pressable
+                                  key={option.key}
+                                  onPress={() =>
+                                    setProductLinkDraft((current) =>
+                                      current ? { ...current, category: option.key } : current
+                                    )
+                                  }
+                                  style={({ pressed }) => ({
+                                    ...auraChipStyle(colors, selected ? "selected" : "filter"),
+                                    paddingHorizontal: 12,
+                                    opacity: pressed ? 0.76 : 1,
+                                  })}
+                                >
+                                  <Text
+                                    style={[
+                                      auraChipTextStyle(colors, selected ? "selected" : "filter"),
+                                      { fontSize: 12, lineHeight: 15 },
+                                    ]}
+                                  >
+                                    {option.label}
+                                  </Text>
+                                </Pressable>
+                              );
+                            })}
+                          </View>
+                        </ScrollView>
+                      </View>
+                    </View>
+                  ) : null}
+
+                  <View style={{ gap: 10 }}>
+                    <Pressable
+                      onPress={() => void handleSaveProductLinkToCloset()}
+                      disabled={!productLinkCanSave || productLinkSaving}
+                      style={({ pressed }) => ({
+                        ...auraButtonStyle(colors, "primary", !productLinkCanSave || productLinkSaving),
+                        flexDirection: "row",
+                        gap: 8,
+                        minHeight: 56,
+                        opacity: !productLinkCanSave || productLinkSaving ? 0.55 : pressed ? 0.86 : 1,
+                      })}
+                    >
+                      {productLinkSaving ? <ActivityIndicator size="small" color={colors.primaryCtaText} /> : null}
+                      <Text style={[auraButtonTextStyle(colors, "primary", !productLinkCanSave || productLinkSaving), { fontSize: 14 }]}>
+                        {productLinkSaving ? "Adding..." : "Add to Wardrobe"}
+                      </Text>
+                    </Pressable>
+                    <View style={{ flexDirection: "row", gap: 10 }}>
+                      <Pressable
+                        onPress={() => setProductLinkEditing((editing) => !editing)}
+                        disabled={productLinkSaving}
+                        style={({ pressed }) => ({
+                          flex: 1,
+                          ...auraButtonStyle(colors, "secondary", productLinkSaving, "compact"),
+                          minHeight: 44,
+                          opacity: productLinkSaving ? 0.55 : pressed ? 0.82 : 1,
+                        })}
+                      >
+                        <Text style={[auraButtonTextStyle(colors, "secondary", productLinkSaving), { fontSize: 13 }]}>
+                          {productLinkEditing ? "Done" : "Edit details"}
+                        </Text>
+                      </Pressable>
+                      <Pressable
+                        onPress={closeProductLinkSheet}
+                        disabled={productLinkSaving}
+                        style={({ pressed }) => ({
+                          flex: 1,
+                          ...auraButtonStyle(colors, "secondary", productLinkSaving, "compact"),
+                          minHeight: 44,
+                          opacity: productLinkSaving ? 0.55 : pressed ? 0.82 : 1,
+                        })}
+                      >
+                        <Text style={[auraButtonTextStyle(colors, "secondary", productLinkSaving), { fontSize: 13 }]}>
+                          Cancel
+                        </Text>
+                      </Pressable>
+                    </View>
+                  </View>
+                </View>
+              ) : null}
+              </ScrollView>
+            </Pressable>
           </Pressable>
-        </Pressable>
+        </KeyboardAvoidingView>
       </Modal>
     </View>
   );
 }
 
+function ProductLinkPreviewLine({
+  label,
+  value,
+}: {
+  label: string;
+  value: string;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+      <Text style={{ width: 58, color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "900" }}>
+        {label}
+      </Text>
+      <Text
+        selectable
+        numberOfLines={1}
+        style={{ flex: 1, color: colors.text, fontSize: 12, lineHeight: 15, fontWeight: "800" }}
+      >
+        {value}
+      </Text>
+    </View>
+  );
+}
+
+function ProductLinkReviewField({
+  label,
+  value,
+  onChangeText,
+  placeholder,
+  style,
+}: {
+  label: string;
+  value: string;
+  onChangeText: (value: string) => void;
+  placeholder?: string;
+  style?: React.ComponentProps<typeof View>["style"];
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={[{ gap: 6 }, style]}>
+      <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "900", textTransform: "uppercase" }}>
+        {label}
+      </Text>
+      <TextInput
+        value={value}
+        onChangeText={onChangeText}
+        placeholder={placeholder}
+        placeholderTextColor="rgba(255,239,229,0.38)"
+        autoCapitalize="words"
+        autoCorrect
+        keyboardAppearance="dark"
+        style={{
+          minHeight: 44,
+          borderRadius: 16,
+          paddingHorizontal: 12,
+          color: colors.text,
+          backgroundColor: colors.inputBackground,
+          borderWidth: 1,
+          borderColor: colors.border,
+          fontSize: 13,
+          fontWeight: "800",
+        }}
+      />
+    </View>
+  );
+}
+
 function QuickAddAction({
   icon,
   label,
@@ -1686,18 +2829,19 @@ function QuickAddAction({
       onPress={onPress}
       disabled={disabled}
       style={({ pressed }) => ({
-        height: 52,
-        borderRadius: 18,
-        paddingHorizontal: 14,
+        ...auraButtonStyle(colors, "secondary", disabled),
         flexDirection: "row",
-        alignItems: "center",
         gap: 12,
-        backgroundColor: "rgba(255,255,255,0.055)",
+        minHeight: 52,
+        paddingHorizontal: 15,
+        backgroundColor: "rgba(251,228,216,0.045)",
+        borderColor: "rgba(251,228,216,0.10)",
+        justifyContent: "flex-start",
         opacity: disabled ? 0.5 : pressed ? 0.76 : 1,
       })}
     >
-      <Ionicons name={icon} size={20} color={colors.text} />
-      <Text style={{ color: colors.text, fontSize: 15, fontWeight: "800" }}>
+      <Ionicons name={icon} size={19} color={colors.text} />
+      <Text style={[auraButtonTextStyle(colors, "secondary", disabled), { fontSize: 14.5 }]}>
         {label}
       </Text>
     </Pressable>
@@ -1725,28 +2869,23 @@ function BulkActionPill({
       disabled={disabled}
       style={({ pressed }) => ({
         minWidth: 86,
-        height: 54,
+        ...auraButtonStyle(colors, tone === "destructive" ? "danger" : "tertiary", disabled),
+        minHeight: 54,
         paddingHorizontal: 14,
-        borderRadius: 18,
         alignItems: "center",
         justifyContent: "center",
         gap: 4,
-        backgroundColor:
-          tone === "destructive" ? "rgba(126,32,32,0.32)" : "rgba(255,255,255,0.055)",
-        borderWidth: 1,
-        borderColor:
-          tone === "destructive" ? "rgba(255,120,120,0.24)" : "rgba(255,255,255,0.08)",
         opacity: disabled ? 0.45 : pressed ? 0.78 : 1,
       })}
     >
       <Ionicons
         name={icon}
         size={18}
-        color={tone === "destructive" ? "#ffb1b1" : colors.text}
+        color={tone === "destructive" ? colors.danger : colors.text}
       />
       <Text
         style={{
-          color: tone === "destructive" ? "#ffd1d1" : colors.text,
+          color: tone === "destructive" ? colors.danger : colors.text,
           fontSize: 11.5,
           fontWeight: "800",
         }}
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index e378295..b44444a 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -1,4 +1,5 @@
 import { Ionicons } from "@expo/vector-icons";
+import { LinearGradient } from "expo-linear-gradient";
 import { router, useFocusEffect } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
 import {
@@ -6,25 +7,24 @@ import {
   Alert,
   Animated,
   InteractionManager,
-  Pressable,
+  RefreshControl,
   ScrollView,
+  StyleSheet,
   Text,
   View,
 } from "react-native";
 
-import ContinueSection from "@/src/components/home/ContinueSection";
 import ContinueChatCard from "@/src/components/home/ContinueChatCard";
-import MinimumClosetProgressCard from "@/src/components/closet/MinimumClosetProgressCard";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import AuraLookModule from "@/src/components/home/AuraLookModule";
 import HomeHero from "@/src/components/home/HomeHero";
-import InsightCard from "@/src/components/home/InsightCard";
 import QuickActionRail, { type QuickActionItem } from "@/src/components/home/QuickActionRail";
 import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartToolsGrid";
+import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
 import { HOME_DEFERRED_FEATURES } from "@/src/components/home/homeDeferredFeatures";
 import { homeTypography } from "@/src/components/home/homeTypography";
 import type { AppColors } from "@/constants/theme";
-import AuraTrainingCard from "@/src/components/aura/AuraTrainingCard";
+import { CTA_HEIGHT, CTA_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -33,14 +33,15 @@ import { useNow } from "@/src/hooks/useNow";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { buildVisiblePreferenceHint, loadAssistantProfile } from "@/src/lib/assistantMemory";
 import { loadChatMessages, loadLatestChatThread, type AIChatThread } from "@/src/lib/aiChats";
+import { askAuraStream, isAuraStreamAbortError } from "@/src/lib/aura";
 import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
 import { loadLatestSavedAuraLook } from "@/src/lib/auraLooks";
+import { generateAuraSwipeBatch } from "@/src/lib/auraSwipe";
 import { listenToItems, normalizeLaundryStatus } from "@/src/lib/items";
 import {
+  buildMinimumClosetSummary,
   getMinimumClosetProgress,
   getSuggestedAddItemCategory,
-  MINIMUM_CLOSET_TARGETS,
-  MINIMUM_CLOSET_UNLOCK_ITEM_COUNT,
 } from "@/src/lib/minimumCloset";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
@@ -55,26 +56,13 @@ import type { AuraLook, AuraLookAction, AuraResponse } from "@/src/types/aura";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 import { subscribeOutfitByDate, type DailyOutfitRecord } from "@/src/utils/dailyOutfits";
 
-const FIRST_CLOSET_AURA_PROMPT =
-  "My closet is empty. What should I add first so AURA can build strong outfits? Give me a concise starter plan with tops, bottoms, footwear, one layer, and one accessory.";
-
-const FIRST_CLOSET_TARGETS = [
-  { key: "tops", label: "Tops", target: MINIMUM_CLOSET_TARGETS.tops },
-  { key: "bottoms", label: "Bottoms", target: MINIMUM_CLOSET_TARGETS.bottoms },
-  { key: "footwear", label: "Footwear", target: MINIMUM_CLOSET_TARGETS.footwear },
-  { key: "outerwear", label: "Outerwear", target: MINIMUM_CLOSET_TARGETS.outerwear },
-  { key: "accessories", label: "Accessory", target: MINIMUM_CLOSET_TARGETS.accessories },
-] as const;
-
-function toMillis(value: unknown): number {
-  if (typeof value === "number" && Number.isFinite(value)) return value;
-  if (value instanceof Date) return value.getTime();
-  if (value && typeof value === "object" && typeof (value as { toDate?: () => Date }).toDate === "function") {
-    const date = (value as { toDate: () => Date }).toDate();
-    return Number.isFinite(date?.getTime?.()) ? date.getTime() : 0;
-  }
-  return 0;
-}
+const HOME_BACKGROUND_BASE = "#09000B";
+const HOME_BACKGROUND_GRADIENT = ["#09000B", "#09000B", "#0D000F"] as const;
+const HOME_SECTION_GAP = 24;
+const HOME_SECTION_CONTENT_GAP = 16;
+const HOME_CARD_GAP = 12;
+const HOME_TIGHT_GAP = 4;
+const HOME_BOTTOM_BREATHING_ROOM = 24;
 
 function RevealSection({
   delay,
@@ -110,127 +98,82 @@ function RevealSection({
   );
 }
 
-function BuildFirstClosetSection({
+function labelForNextBestPiece(category?: string | null) {
+  if (category === "footwear") return "versatile shoes";
+  if (category === "outerwear") return "light layer";
+  if (category === "bottoms") return "strong bottom";
+  if (category === "accessories") return "finishing accessory";
+  return "reliable top";
+}
+
+function ImproveClosetCard({
   colors,
-  onAddFirstItem,
-  onAskAura,
+  title,
+  body,
+  onPress,
 }: {
   colors: AppColors;
-  onAddFirstItem: () => void;
-  onAskAura: () => void;
+  title: string;
+  body: string;
+  onPress: () => void;
 }) {
   const layout = useResponsiveLayout();
 
   return (
     <View
       style={{
-        borderRadius: layout.largeRadius,
-        padding: layout.cardPadding + 2,
-        backgroundColor: colors.surfaceElevated,
-        borderWidth: 1,
-        borderColor: colors.border,
-        gap: 16,
+        borderRadius: layout.mediumRadius,
+        padding: layout.cardPadding,
+        ...auraSurfaceTiers.surfaceBase,
+        gap: HOME_CARD_GAP,
       }}
     >
-      <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 12 }}>
+      <View style={{ flexDirection: "row", alignItems: "flex-start", gap: HOME_CARD_GAP }}>
         <View
           style={{
-            width: 44,
-            height: 44,
+            width: 38,
+            height: 38,
             borderRadius: 999,
             alignItems: "center",
             justifyContent: "center",
-            backgroundColor: colors.purpleSurface,
+            backgroundColor: colors.surfaceSoft,
             borderWidth: 1,
-            borderColor: colors.purpleBorder,
+            borderColor: colors.borderSoft,
           }}
         >
-          <Ionicons name="shirt-outline" size={21} color={colors.ctaCream} />
+          <Ionicons name="add-circle-outline" size={20} color={colors.ctaCream} />
         </View>
-        <View style={{ flex: 1, gap: 6 }}>
-          <Text style={[homeTypography.label, { color: colors.lightPurple }]}>FIRST VALUE</Text>
-          <Text style={[homeTypography.titleSmall, { color: colors.text }]}>
-            Build your first closet
+        <View style={{ flex: 1, gap: HOME_TIGHT_GAP }}>
+          <Text style={[homeTypography.label, { color: colors.lightPurple }]}>IMPROVE YOUR CLOSET</Text>
+          <Text style={[homeTypography.titleSmall, { color: colors.text }]} numberOfLines={2}>
+            {title}
           </Text>
-          <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, opacity: 0.84 }]}>
-            Add {MINIMUM_CLOSET_UNLOCK_ITEM_COUNT} core pieces and AURA can start giving sharper outfit ideas from what you actually own.
+          <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, opacity: 0.84 }]} numberOfLines={2}>
+            {body}
           </Text>
         </View>
       </View>
 
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-        {FIRST_CLOSET_TARGETS.map((target) => (
-          <View
-            key={target.key}
-            style={{
-              flexGrow: 1,
-              flexBasis: "30%",
-              minWidth: 104,
-              borderRadius: 8,
-              paddingVertical: 9,
-              paddingHorizontal: 10,
-              backgroundColor: colors.chipBackground,
-              borderWidth: 1,
-              borderColor: colors.border,
-              gap: 2,
-            }}
-          >
-            <Text style={[homeTypography.titleSmall, { color: colors.text, fontSize: 17, lineHeight: 21 }]}>
-              {target.target}
-            </Text>
-            <Text style={[homeTypography.caption, { color: colors.textSecondary }]} numberOfLines={1}>
-              {target.label}
-            </Text>
-          </View>
-        ))}
-      </View>
-
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
-        <AuraPressable
-          onPress={onAddFirstItem}
-          haptic="selection"
-          hapticTrigger="press"
-          pressedScale={0.97}
-          style={{
-            minHeight: 44,
-            borderRadius: layout.pillRadius,
-            paddingHorizontal: 14,
-            alignItems: "center",
-            justifyContent: "center",
-            flexDirection: "row",
-            gap: 8,
-            backgroundColor: colors.ctaCream,
-          }}
-        >
-          <Ionicons name="add" size={16} color={colors.ctaText} />
-          <Text style={[homeTypography.caption, { color: colors.ctaText, fontWeight: "900" }]}>
-            Add first item
-          </Text>
-        </AuraPressable>
-        <AuraPressable
-          onPress={onAskAura}
-          haptic="selection"
-          hapticTrigger="press"
-          pressedScale={0.97}
-          style={{
-            minHeight: 44,
-            borderRadius: layout.pillRadius,
-            paddingHorizontal: 14,
-            alignItems: "center",
-            justifyContent: "center",
-            flexDirection: "row",
-            gap: 8,
-            backgroundColor: colors.surfaceSoft,
-            borderWidth: 1,
-            borderColor: colors.border,
-          }}
-        >
-          <Ionicons name="sparkles-outline" size={15} color={colors.text} />
-          <Text style={[homeTypography.caption, { color: colors.text, fontWeight: "900" }]}>
-            Ask AURA what to add first
-          </Text>
-        </AuraPressable>
-      </View>
+      <AuraPressable
+        onPress={onPress}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.97}
+        style={{
+          alignSelf: "flex-start",
+          ...auraButtonStyle(colors, "primary"),
+          minHeight: CTA_HEIGHT,
+          borderRadius: PILL_RADIUS,
+          paddingHorizontal: CTA_HORIZONTAL_PADDING,
+          flexDirection: "row",
+          gap: 8,
+        }}
+      >
+        <Ionicons name="add" size={16} color={colors.ctaText} />
+        <Text style={[auraButtonTextStyle(colors, "primary"), { fontSize: 13, lineHeight: 17 }]}>
+          Add next best piece
+        </Text>
+      </AuraPressable>
     </View>
   );
 }
@@ -252,6 +195,8 @@ export default function HomeScreen() {
   const [latestSavedLook, setLatestSavedLook] = useState<import("@/src/lib/auraLooks").SavedAuraLookRecord | null>(null);
   const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
   const [renderDeferredHomeSections, setRenderDeferredHomeSections] = useState(false);
+  const [refreshing, setRefreshing] = useState(false);
+  const [regeneratingLook, setRegeneratingLook] = useState(false);
   const homeCacheRefreshingRef = useRef(false);
 
   useEffect(() => {
@@ -341,54 +286,63 @@ export default function HomeScreen() {
     };
   }, [loading]);
 
+  const loadHomeCompanionData = React.useCallback(
+    async (isActive: () => boolean) => {
+      if (!uid) {
+        setAssistantHint(null);
+        setLatestChatThread(null);
+        setLatestAuraLookResponse(null);
+        return;
+      }
+      try {
+        const cachedProfilePreferences = await getCachedProfilePreferences(uid);
+        if (isActive() && cachedProfilePreferences?.data) {
+          setProfilePreferences(cachedProfilePreferences.data);
+        }
+        const cachedChats = await getCachedChatList(uid);
+        if (isActive() && cachedChats?.data?.[0]) {
+          setLatestChatThread(cachedChats.data[0]);
+        }
+        const [assistantProfile, latestChat, savedLook, userProfilePreferences] = await Promise.all([
+          loadAssistantProfile(uid),
+          loadLatestChatThread(uid),
+          loadLatestSavedAuraLook(uid),
+          loadUserProfilePreferences(uid),
+        ]);
+        if (!isActive()) return;
+        setAssistantHint(buildVisiblePreferenceHint(assistantProfile));
+        setLatestChatThread(latestChat);
+        setLatestSavedLook(savedLook);
+        setProfilePreferences(userProfilePreferences);
+        if (latestChat?.chatId) {
+          const chatMessages = await loadChatMessages(uid, latestChat.chatId);
+          if (!isActive()) return;
+          const latestAura = [...chatMessages]
+            .reverse()
+            .find((message) => message.type === "assistant" && message.aura?.look)?.aura ?? null;
+          setLatestAuraLookResponse(latestAura);
+        } else {
+          setLatestAuraLookResponse(null);
+        }
+      } catch {
+        if (!isActive()) return;
+        setAssistantHint(null);
+      }
+    },
+    [uid],
+  );
+
   useFocusEffect(
     React.useCallback(() => {
       let active = true;
-      void (async () => {
-        if (!uid) {
-          setAssistantHint(null);
-          setLatestChatThread(null);
-          return;
-        }
-        try {
-          const cachedProfilePreferences = await getCachedProfilePreferences(uid);
-          if (active && cachedProfilePreferences?.data) {
-            setProfilePreferences(cachedProfilePreferences.data);
-          }
-          const cachedChats = await getCachedChatList(uid);
-          if (active && cachedChats?.data?.[0]) {
-            setLatestChatThread(cachedChats.data[0]);
-          }
-          const [assistantProfile, latestChat, savedLook, userProfilePreferences] = await Promise.all([
-            loadAssistantProfile(uid),
-            loadLatestChatThread(uid),
-            loadLatestSavedAuraLook(uid),
-            loadUserProfilePreferences(uid),
-          ]);
-          if (!active) return;
-          setAssistantHint(buildVisiblePreferenceHint(assistantProfile));
-          setLatestChatThread(latestChat);
-          setLatestSavedLook(savedLook);
-          setProfilePreferences(userProfilePreferences);
-          if (latestChat?.chatId) {
-            const chatMessages = await loadChatMessages(uid, latestChat.chatId);
-            if (!active) return;
-            const latestAura = [...chatMessages]
-              .reverse()
-              .find((message) => message.type === "assistant" && message.aura?.look)?.aura ?? null;
-            setLatestAuraLookResponse(latestAura);
-          } else {
-            setLatestAuraLookResponse(null);
-          }
-        } catch {
-          if (!active) return;
-          setAssistantHint(null);
-        }
-      })();
+      const task = InteractionManager.runAfterInteractions(() => {
+        void loadHomeCompanionData(() => active);
+      });
       return () => {
         active = false;
+        task.cancel?.();
       };
-    }, [uid])
+    }, [loadHomeCompanionData])
   );
 
   const itemsById = useMemo(() => new Map(items.map((item) => [item.id, item])), [items]);
@@ -396,7 +350,6 @@ export default function HomeScreen() {
     () => getStyleProfileConfig(profilePreferences),
     [profilePreferences]
   );
-
   const displayName = (
     profilePreferences?.firstName ??
     user?.displayName ??
@@ -438,29 +391,9 @@ export default function HomeScreen() {
     [items]
   );
 
-  const recentItems = useMemo(
-    () =>
-      [...items]
-        .sort((a, b) => {
-          const aMs = Math.max(
-            toMillis(a.createdAt),
-            toMillis(a.cleanedUpdatedAt),
-            toMillis(a.colorUpdatedAt)
-          );
-          const bMs = Math.max(
-            toMillis(b.createdAt),
-            toMillis(b.cleanedUpdatedAt),
-            toMillis(b.colorUpdatedAt)
-          );
-          return bMs - aMs;
-        })
-        .slice(0, 8),
-    [items]
-  );
-
   const heroStylistNote = useMemo(() => {
     if (todayRecord?.plannedOutfit || todayRecord?.wornOutfit) {
-      return "Your quickest win is already on deck.";
+      return "Built from pieces ready right now.";
     }
     if (unwornCount > 0) {
       return "Ready to pull ignored pieces back in.";
@@ -506,16 +439,23 @@ export default function HomeScreen() {
 
   const hasMinimalWardrobe = availableCount < 4;
   const minimumClosetProgress = useMemo(() => getMinimumClosetProgress(items), [items]);
-  const showMinimumClosetCard = !minimumClosetProgress.isUnlocked;
-  const hasNoClosetItems = items.length === 0;
   const openAddMissingItem = React.useCallback(() => {
     const suggestedCategory = getSuggestedAddItemCategory(items);
     router.push({
       pathname: "/(tabs)/add",
-      params: suggestedCategory ? { suggestedCategory } : {},
+      params: { ...(suggestedCategory ? { suggestedCategory } : {}), addSession: String(Date.now()) },
     });
   }, [items]);
   const latestLook = latestAuraLookResponse?.look ?? latestSavedLook?.look ?? null;
+  const improveClosetNudge = useMemo(() => {
+    const nextCategory = minimumClosetProgress.suggestedNextCategory;
+    if (!nextCategory) return null;
+    const nextPiece = labelForNextBestPiece(nextCategory);
+    return {
+      title: `Add a ${nextPiece}`,
+      body: `Style core ${minimumClosetProgress.current}/${minimumClosetProgress.target}. This is the next piece AURA can use most.`,
+    };
+  }, [minimumClosetProgress]);
 
   useEffect(() => {
     if (!uid || loading) return;
@@ -656,142 +596,159 @@ export default function HomeScreen() {
     weather.tempC,
   ]);
 
-  const starterPrompts = useMemo<QuickActionItem[]>(() => {
-    const byKey: Record<string, QuickActionItem> = {
-      today: {
-        key: "today",
-        label: "Style me today",
-        prompt: "Build an outfit for today from my wardrobe.",
-      },
-      weather: {
-        key: "weather",
-        label: "Dress for weather",
-        prompt: "Build me a weather-aware outfit using what I own.",
+  const handleRegenerateHomeLook = React.useCallback(async () => {
+    if (!uid) {
+      Alert.alert("AURA", "Please sign in to regenerate outfits.");
+      return;
+    }
+    if (regeneratingLook) return;
+
+    const previousLookItemIds = Array.from(
+      new Set(
+        (latestLook?.pieces ?? [])
+          .map((piece) => piece.itemId)
+          .filter((itemId): itemId is string => !!itemId),
+      ),
+    );
+    const previousLookSignature = previousLookItemIds.length
+      ? [...previousLookItemIds].sort().join("|")
+      : "";
+    const previousLookSummary = latestLook
+      ? ` Avoid repeating this current look: ${latestLook.lookTitle}. Current closet pieces: ${(latestLook.fromCloset ?? []).join(", ")}.`
+      : "";
+    const prompt =
+      `Regenerate a fresh closet-first outfit from my wardrobe for today. Make it visually distinct from the current look, use pieces I can wear now, and return one structured visual look.${previousLookSummary}`;
+    const pickFreshLook = (looks: AuraLook[]) =>
+      looks.find((candidate) => {
+        if (!previousLookItemIds.length) return true;
+        const candidateIds = new Set(
+          (candidate.pieces ?? [])
+            .map((piece) => piece.itemId)
+            .filter((itemId): itemId is string => !!itemId),
+        );
+        if (!candidateIds.size) return true;
+        const overlap = previousLookItemIds.filter((itemId) => candidateIds.has(itemId)).length;
+        return overlap <= 1 || overlap < previousLookItemIds.length;
+      }) ?? looks[0] ?? null;
+
+    setRegeneratingLook(true);
+    try {
+      try {
+        const batch = await generateAuraSwipeBatch({
+          items,
+          numOutfits: 3,
+          intentText: prompt,
+          excludeItemIds: previousLookItemIds,
+          recentItemIds: previousLookItemIds,
+          previousLookItemIds,
+          previousLookSignatures: previousLookSignature ? [previousLookSignature] : [],
+          maxOverlap: 1,
+        });
+        const batchLooks = batch.lookOptions.map((option) => option.look).filter(Boolean);
+        const batchLook = pickFreshLook(batchLooks);
+
+        if (batchLook) {
+          const batchReason =
+            batch.lookOptions.find((option) => option.look === batchLook)?.reason ||
+            batchLook.shortExplanation;
+          setLatestAuraLookResponse({
+            presentation: "card",
+            title: batchLook.lookTitle,
+            reply: "I regenerated a fresh closet-first outfit from what is ready now.",
+            reason: batchReason,
+            outfitItems: batchLook.fromCloset,
+            ownedPieces: batchLook.fromCloset,
+            recommendedAdditions: batchLook.addToComplete,
+            swapSuggestion: "",
+            missingPieces: batchLook.addToComplete,
+            upgradeSuggestions: [],
+            upgradeSuggestionItems: [],
+            chips: [],
+            look: batchLook,
+            lookOptions: batchLooks,
+          });
+          return;
+        }
+      } catch {
+        // The structured batch path is preferred, but the chat stream can still return a visual look.
+      }
+
+      const result = await askAuraStream({
+        message: prompt,
+        selectedDate: new Date().toISOString().slice(0, 10),
+        weather:
+          weather.permission === "granted" && weather.state === "ready"
+            ? {
+                tempF:
+                  typeof weather.tempC === "number"
+                    ? Math.round((weather.tempC * 9) / 5 + 32)
+                    : null,
+                condition: weather.label ?? null,
+              }
+            : null,
+        clientIntent: "home_regenerate_look",
+        clientContext: {
+          minimumCloset: buildMinimumClosetSummary(items),
+          outfitDiversity: {
+            shouldAvoidRepeats: previousLookItemIds.length > 0,
+            reason: previousLookItemIds.length > 0 ? "followup" : "none",
+            recentItemIds: previousLookItemIds,
+            previousLookItemIds,
+            excludedItemIds: previousLookItemIds,
+            previousLookSignatures: previousLookSignature ? [previousLookSignature] : [],
+            maxOverlap: 1,
+          },
+        },
+      });
+      const regeneratedLook = pickFreshLook(
+        [result.look, ...(result.lookOptions ?? [])].filter((look): look is AuraLook => !!look),
+      );
+      if (!regeneratedLook) {
+        Alert.alert("AURA", "I couldn't regenerate a visual outfit from the current closet state. Try adding a few more ready pieces.");
+        return;
+      }
+      setLatestAuraLookResponse({
+        ...result,
+        look: regeneratedLook,
+        lookOptions: result.lookOptions?.length ? result.lookOptions : [regeneratedLook],
+      });
+    } catch (error: any) {
+      if (isAuraStreamAbortError(error)) return;
+      Alert.alert("AURA", error?.message ?? "Unable to regenerate this outfit right now.");
+    } finally {
+      setRegeneratingLook(false);
+    }
+  }, [
+    items,
+    latestLook,
+    regeneratingLook,
+    uid,
+    weather.label,
+    weather.permission,
+    weather.state,
+    weather.tempC,
+  ]);
+
+  const refinementActions = useMemo<QuickActionItem[]>(
+    () => [
+      {
+        key: "dressier",
+        label: "Make it dressier",
+        prompt: "Elevate one of my casual outfits into something sharper.",
       },
-      unworn: {
+      {
         key: "unworn",
-        label: "Use unworn items",
+        label: "Use unworn pieces",
         prompt: "Create a look using pieces I have not worn much.",
       },
-      closet: {
-        key: "closet",
-        label: "Use only my closet",
-        prompt: "Build a strong outfit using only my closet.",
-      },
-      elevate: {
-        key: "elevate",
-        label: "Dress this up",
-        prompt: "Elevate one of my casual outfits into something sharper.",
-      },
-      shopping: {
-        key: "shopping",
-        label: "Find key gaps",
-        prompt: "Review my wardrobe and suggest the smartest missing pieces to buy next.",
-      },
-      confidence: {
-        key: "confidence",
-        label: "Build confidence",
-        prompt: "Give me an easy, confidence-boosting outfit from my wardrobe.",
-      },
-      daily: {
-        key: "daily",
-        label: "Today's outfit",
-        prompt: "Build my outfit for today from what I already own.",
-      },
-      options: {
-        key: "options",
-        label: "3 directions",
-        prompt: "Show me three outfit directions: one safe, one balanced, and one bold.",
-      },
-      fix: {
+      {
         key: "fix",
         label: "Fix this outfit",
         prompt: "Fix this outfit. Give me a sharper version, a more wearable version, and a closet-first version.",
       },
-      missing: {
-        key: "missing",
-        label: "What am I missing?",
-        prompt: "What am I missing from my wardrobe based on what I own and the way I like to dress?",
-      },
-      accessories: {
-        key: "accessories",
-        label: "Push accessories",
-        prompt: `Build an outfit that leans into ${styleProfile.emphasizedAccessories.slice(0, 2).join(" and ") || "my accessories"}.`,
-      },
-      date_night: {
-        key: "date_night",
-        label: "Date night",
-        prompt: "Build a date-night look using the categories I actually wear.",
-      },
-      dress_up: {
-        key: "dress_up",
-        label: "Going out",
-        prompt: "Style a more elevated going-out outfit from my wardrobe.",
-      },
-      streetwear: {
-        key: "streetwear",
-        label: "More street",
-        prompt: "Build a streetwear-leaning look using hoodies, sneakers, and other categories I wear most.",
-      },
-      casual: {
-        key: "casual",
-        label: "Casual clean",
-        prompt: "Build an easy casual outfit using the categories I actually wear most.",
-      },
-      office: {
-        key: "office",
-        label: "Office ready",
-        prompt: "Build a smart office-ready outfit using blazers, trousers, and other categories I wear.",
-      },
-      smart_casual: {
-        key: "smart_casual",
-        label: "Smart casual",
-        prompt: "Build a smart casual outfit that feels polished but wearable.",
-      },
-    };
-
-    const goalOrder = styleProfile.prioritizedGoals.flatMap((goal) => {
-      if (goal === "shopping_suggestions") return ["shopping", "today"];
-      if (goal === "packing_help") return ["weather", "closet"];
-      if (goal === "laundry_reminders") return ["closet", "unworn"];
-      if (goal === "styling_confidence") return ["confidence", "today"];
-      return ["today", "elevate"];
-    });
-
-    const aestheticOrder = profilePreferences?.styleAesthetics.includes("luxury")
-      ? ["elevate", "shopping"]
-      : profilePreferences?.styleAesthetics.includes("sporty")
-        ? ["weather", "closet"]
-        : profilePreferences?.styleAesthetics.includes("minimal")
-          ? ["closet", "today"]
-          : [];
-
-    const orderedKeys = Array.from(
-      new Set([
-        "today",
-        "options",
-        "fix",
-        "missing",
-        "unworn",
-        ...styleProfile.starterPromptPresets,
-        ...goalOrder,
-        ...aestheticOrder,
-        "daily",
-        "weather",
-        "closet",
-        "elevate",
-        styleProfile.emphasizedAccessories.length ? "accessories" : "",
-        "shopping",
-      ].filter(Boolean))
-    ).slice(0, 5);
-
-    return orderedKeys.map((key) => byKey[key]).filter(Boolean);
-  }, [
-    profilePreferences?.styleAesthetics,
-    styleProfile.emphasizedAccessories,
-    styleProfile.prioritizedGoals,
-    styleProfile.starterPromptPresets,
-  ]);
+    ],
+    [],
+  );
 
   const openAIWithPrompt = React.useCallback((prompt?: string) => {
     if (prompt) {
@@ -817,6 +774,23 @@ export default function HomeScreen() {
     });
   }, []);
 
+  const handleRefresh = React.useCallback(async () => {
+    if (!uid || refreshing) return;
+    setRefreshing(true);
+    const startedAt = Date.now();
+    let active = true;
+    try {
+      await Promise.allSettled([
+        loadHomeCompanionData(() => active),
+        weather.actions.refresh(),
+      ]);
+    } finally {
+      active = false;
+      const remaining = Math.max(0, 450 - (Date.now() - startedAt));
+      setTimeout(() => setRefreshing(false), remaining);
+    }
+  }, [loadHomeCompanionData, refreshing, uid, weather.actions]);
+
   async function handleAuraLookAction(action: AuraLookAction, selectedLook?: AuraLook) {
     const look = selectedLook ?? latestLook;
     await handleSharedAuraLookAction({
@@ -833,20 +807,6 @@ export default function HomeScreen() {
 
   const smartTools = useMemo<SmartTool[]>(
     () => [
-      {
-        key: "aura",
-        title: "AURA",
-        subtitle: "Ask for a closet-first outfit",
-        icon: "assistant",
-        onPress: () => router.push("/(tabs)/ai"),
-      },
-      {
-        key: "aura-training",
-        title: "AURA Training",
-        subtitle: "Swipe outfit edits so AURA learns your taste",
-        icon: "gesture-swipe-horizontal",
-        onPress: () => router.push(AURA_TRAINING_ROUTE),
-      },
       {
         key: "closet",
         title: "Closet",
@@ -859,7 +819,8 @@ export default function HomeScreen() {
         title: "Add Item",
         subtitle: "Bring a new piece into rotation",
         icon: "plus-circle-outline",
-        onPress: () => router.push("/(tabs)/add"),
+        onPress: () =>
+          router.push({ pathname: "/(tabs)/add", params: { addSession: String(Date.now()) } }),
       },
       {
         key: "studio",
@@ -883,47 +844,24 @@ export default function HomeScreen() {
         badge: laundryCount + needsWashCount > 0 ? String(laundryCount + needsWashCount) : undefined,
         onPress: () => router.push("/(tabs)/laundry"),
       },
+      {
+        key: "insights",
+        title: "Insights",
+        subtitle: "Read rotation, gaps, and closet signals",
+        icon: "chart-box-outline",
+        onPress: () => router.push("/insights"),
+      },
+      {
+        key: "aura-training",
+        title: "AURA Training",
+        subtitle: "Swipe outfit edits so AURA learns your taste",
+        icon: "gesture-swipe-horizontal",
+        onPress: () => router.push(AURA_TRAINING_ROUTE),
+      },
     ],
     [availableCount, laundryCount, needsWashCount]
   );
 
-  const priorityInsight = useMemo(() => {
-    if (hasMinimalWardrobe) {
-      return {
-        eyebrow: "BUILD THE FOUNDATION",
-        title: "A few key pieces will unlock better daily looks",
-        body: "Your closet is still taking shape. Add a few versatile pieces and Home will start giving you much sharper styling, rotation, and gap signals.",
-        ctaLabel: "Add a piece",
-        onPress: () => router.push("/(tabs)/add"),
-      };
-    }
-    if (unwornCount > 0) {
-      return {
-        eyebrow: "SMART ROTATION",
-        title: `${unwornCount} pieces are ready to come back in`,
-        body: "Bring neglected pieces back into a stronger outfit today.",
-        ctaLabel: "Use unworn pieces",
-        onPress: () => openAIWithPrompt("Build a look around pieces I have not worn enough."),
-      };
-    }
-    if (laundryCount > 0) {
-      return {
-        eyebrow: "KEEP TODAY OPEN",
-        title: `${laundryCount} pieces are stuck in laundry`,
-        body: "A few blocked items can narrow the best outfit paths. Clear them out so today’s suggestions stay sharper and easier to execute.",
-        ctaLabel: "Open laundry",
-        onPress: () => router.push("/(tabs)/laundry"),
-      };
-    }
-    return {
-      eyebrow: "IN GOOD SHAPE",
-      title: "Your wardrobe is ready for a stronger look",
-      body: `You have ${availableCount} ready-to-wear pieces available right now. This is a good day to push for a sharper outfit instead of repeating the safe default.`,
-      ctaLabel: "Style what is ready",
-      onPress: () => openAIWithPrompt("Build me an outfit from the pieces that are ready to wear right now."),
-    };
-  }, [availableCount, hasMinimalWardrobe, laundryCount, openAIWithPrompt, unwornCount]);
-
   // Keep the deferred Home feature inventory close to the screen entry point so it is
   // discoverable during future product passes without reintroducing clutter now.
   void HOME_DEFERRED_FEATURES;
@@ -933,7 +871,7 @@ export default function HomeScreen() {
       <View
         style={{
           flex: 1,
-          backgroundColor: colors.background,
+          backgroundColor: HOME_BACKGROUND_BASE,
           alignItems: "center",
           justifyContent: "center",
           gap: 12,
@@ -946,14 +884,31 @@ export default function HomeScreen() {
   }
 
   return (
-    <View style={{ flex: 1, backgroundColor: colors.background }}>
+    <View style={{ flex: 1, backgroundColor: HOME_BACKGROUND_BASE }}>
+      <LinearGradient
+        pointerEvents="none"
+        colors={HOME_BACKGROUND_GRADIENT}
+        locations={[0, 0.56, 1]}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 0.85, y: 1 }}
+        style={StyleSheet.absoluteFill}
+      />
       <ScrollView
         showsVerticalScrollIndicator={false}
+        refreshControl={
+          <RefreshControl
+            refreshing={refreshing}
+            onRefresh={handleRefresh}
+            tintColor={colors.ctaCream}
+            colors={[colors.ctaCream]}
+            progressBackgroundColor={HOME_BACKGROUND_BASE}
+          />
+        }
         contentContainerStyle={{
           paddingTop: layout.topContentInset,
           paddingHorizontal: layout.horizontalPadding,
-          paddingBottom: layout.bottomDockPadding + 140,
-          gap: layout.sectionGap + 6,
+          paddingBottom: layout.bottomDockPadding + HOME_BOTTOM_BREATHING_ROOM,
+          gap: HOME_SECTION_GAP,
         }}
       >
         <RevealSection delay={0}>
@@ -971,54 +926,36 @@ export default function HomeScreen() {
           />
         </RevealSection>
 
-        {hasNoClosetItems ? (
-          <RevealSection delay={20}>
-            <BuildFirstClosetSection
-              colors={colors}
-              onAddFirstItem={openAddMissingItem}
-              onAskAura={() => openAIWithPrompt(FIRST_CLOSET_AURA_PROMPT)}
-            />
-          </RevealSection>
-        ) : null}
-
         <RevealSection delay={40}>
-          <View style={{ gap: 10 }}>
-            <View style={{ gap: 2 }}>
-              <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Quick outcomes</Text>
+          <View style={{ gap: HOME_SECTION_CONTENT_GAP }}>
+            <View style={{ gap: HOME_TIGHT_GAP }}>
+              <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Not feeling it?</Text>
               <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, opacity: 0.78 }]}>
-                Start from the result you want, not a blank prompt box.
+                Shift the direction without leaving the styling flow.
               </Text>
             </View>
             <QuickActionRail
+              variant="compact"
               colors={colors}
-              actions={starterPrompts}
+              actions={refinementActions}
               onPressAction={(action) => openAIWithPrompt(action.prompt)}
             />
           </View>
         </RevealSection>
 
-        <RevealSection delay={80}>
-          <InsightCard
-            colors={colors}
-            eyebrow={priorityInsight.eyebrow}
-            title={priorityInsight.title}
-            body={priorityInsight.body}
-            ctaLabel={priorityInsight.ctaLabel}
-            onPress={priorityInsight.onPress}
-          />
-        </RevealSection>
-
         {renderDeferredHomeSections ? (
           <>
-            <RevealSection delay={120}>
+            <RevealSection delay={80}>
               <AuraLookModule
                 colors={colors}
                 look={latestLook}
                 itemsById={itemsById}
                 onAskAura={openAIWithPrompt}
                 onAction={handleAuraLookAction}
-                eyebrow={proactiveLookMeta.eyebrow}
-                title={"title" in proactiveLookMeta ? proactiveLookMeta.title : undefined}
+                onRegenerate={handleRegenerateHomeLook}
+                regenerating={regeneratingLook}
+                eyebrow="BUILT FROM YOUR WARDROBE"
+                title="Built from your wardrobe"
                 subtitle={"subtitle" in proactiveLookMeta ? proactiveLookMeta.subtitle : undefined}
                 fallbackTitle={"fallbackTitle" in proactiveLookMeta ? proactiveLookMeta.fallbackTitle : undefined}
                 fallbackBody={"fallbackBody" in proactiveLookMeta ? proactiveLookMeta.fallbackBody : undefined}
@@ -1027,20 +964,23 @@ export default function HomeScreen() {
               />
             </RevealSection>
 
-            <RevealSection delay={160}>
-              <SmartToolsGrid colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
-            </RevealSection>
+            {improveClosetNudge ? (
+              <RevealSection delay={120}>
+                <ImproveClosetCard
+                  colors={colors}
+                  title={improveClosetNudge.title}
+                  body={improveClosetNudge.body}
+                  onPress={openAddMissingItem}
+                />
+              </RevealSection>
+            ) : null}
 
-            <RevealSection delay={200}>
-              <AuraTrainingCard
-                colors={colors}
-                variant="home"
-                onPress={() => router.push(AURA_TRAINING_ROUTE)}
-              />
+            <RevealSection delay={160}>
+              <SmartToolsGrid compact colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
             </RevealSection>
 
-            <RevealSection delay={240}>
-              {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
+            {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
+              <RevealSection delay={200}>
                 <ContinueChatCard
                   colors={colors}
                   title={latestChatThread.title}
@@ -1048,65 +988,8 @@ export default function HomeScreen() {
                   updatedAt={latestChatThread.updatedAt}
                   onPress={() => openAIChat(latestChatThread.chatId)}
                 />
-              ) : null}
-            </RevealSection>
-
-            <RevealSection delay={280}>
-              {recentItems.length ? (
-                <ContinueSection
-                  colors={colors}
-                  title="Keep the momentum going"
-                  subtitle="Fresh pieces worth styling next before they get lost in the closet."
-                  items={recentItems}
-                  onPressItem={(item) =>
-                    router.push({
-                      pathname: "/(tabs)/item/[id]",
-                      params: { id: item.id, sourceTab: "index" },
-                    })
-                  }
-                />
-              ) : (
-                <InsightCard
-                  colors={colors}
-                  eyebrow="NEXT STEP"
-                  title="Add a few pieces to unlock better daily styling"
-                  body="Once your closet has a bit more depth, Home can give you stronger outfit recommendations, smarter recents, and better rotation cues."
-                  ctaLabel="Add item"
-                  onPress={() => router.push("/(tabs)/add")}
-                />
-              )}
-            </RevealSection>
-
-            {showMinimumClosetCard ? (
-              <RevealSection delay={300}>
-                <MinimumClosetProgressCard
-                  colors={colors}
-                  items={items}
-                  onAddMissingItem={openAddMissingItem}
-                />
               </RevealSection>
             ) : null}
-
-            <RevealSection delay={320}>
-              <Pressable
-                onPress={() => router.push("/(tabs)/add")}
-                style={({ pressed }) => ({
-                  borderRadius: layout.largeRadius,
-                  paddingVertical: layout.cardPadding + 2,
-                  paddingHorizontal: layout.cardPadding,
-                  backgroundColor: "rgba(255,255,255,0.045)",
-                  borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.08)",
-                  opacity: pressed ? 0.86 : 1,
-                  gap: 4,
-                })}
-              >
-                <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Bring in something new</Text>
-                <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]}>
-                  Add a fresh piece, clean the image, and give AURA more to work with tomorrow.
-                </Text>
-              </Pressable>
-            </RevealSection>
           </>
         ) : null}
       </ScrollView>
diff --git a/app/insights.tsx b/app/insights.tsx
new file mode 100644
index 0000000..55b1b26
--- /dev/null
+++ b/app/insights.tsx
@@ -0,0 +1,170 @@
+import { router } from "expo-router";
+import React, { useCallback, useEffect, useMemo, useState } from "react";
+import { Alert } from "react-native";
+
+import AuraInsightsDashboard, {
+  type InsightPeriodKey,
+} from "@/src/components/insights/AuraInsightsDashboard";
+import { useAuth } from "@/src/hooks/useAuth";
+import { listenToItems } from "@/src/lib/items";
+import {
+  buildWardrobeInsights,
+  type MissingPieceInsight,
+} from "@/src/lib/wardrobeInsights";
+import { safeGoBack } from "@/src/lib/navigation";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import { addDays, toDayKey } from "@/src/utils/date";
+import {
+  subscribeOutfitsInRange,
+  type DailyOutfitRecord,
+} from "@/src/utils/dailyOutfits";
+
+function rangeForPeriod(period: InsightPeriodKey) {
+  const end = new Date();
+  const endKey = toDayKey(end);
+
+  if (period === "all") {
+    return {
+      startKey: "1970-01-01",
+      endKey,
+    };
+  }
+
+  const days = period === "90d" ? 90 : 30;
+  return {
+    startKey: toDayKey(addDays(end, -(days - 1))),
+    endKey,
+  };
+}
+
+function promptItemLabel(item: ClothingItem) {
+  return (
+    item.name?.trim() ||
+    item.subCategory?.trim() ||
+    String(item.category ?? "").trim() ||
+    "this piece"
+  );
+}
+
+export default function InsightsScreen() {
+  const { user } = useAuth();
+  const uid = user?.uid ?? null;
+  const [period, setPeriod] = useState<InsightPeriodKey>("30d");
+  const [items, setItems] = useState<ClothingItem[]>([]);
+  const [outfitRecords, setOutfitRecords] = useState<DailyOutfitRecord[]>([]);
+  const [loadingItems, setLoadingItems] = useState(true);
+
+  useEffect(() => {
+    if (!uid) {
+      setItems([]);
+      setLoadingItems(false);
+      router.replace("/(auth)/welcome");
+      return;
+    }
+
+    setItems([]);
+    setLoadingItems(true);
+    const unsubscribe = listenToItems(
+      uid,
+      (next) => {
+        setItems(next as ClothingItem[]);
+        setLoadingItems(false);
+      },
+      {
+        status: "ALL",
+        sort: "NEWEST",
+        onError: (message) => {
+          setLoadingItems(false);
+          Alert.alert("Firestore error", message);
+        },
+      }
+    );
+
+    return () => unsubscribe();
+  }, [uid]);
+
+  useEffect(() => {
+    if (!uid) {
+      setOutfitRecords([]);
+      return;
+    }
+
+    let active = true;
+    const { startKey, endKey } = rangeForPeriod(period);
+    setOutfitRecords([]);
+
+    const unsubscribe = subscribeOutfitsInRange(
+      uid,
+      startKey,
+      endKey,
+      (recordsByDate) => {
+        if (!active) return;
+        setOutfitRecords(
+          Object.values(recordsByDate).filter(
+            (record): record is DailyOutfitRecord => Boolean(record)
+          )
+        );
+      },
+      () => {
+        if (!active) return;
+        setOutfitRecords([]);
+      }
+    );
+
+    return () => {
+      active = false;
+      unsubscribe();
+    };
+  }, [period, uid]);
+
+  const insights = useMemo(
+    () => buildWardrobeInsights({ items, outfitRecords }),
+    [items, outfitRecords]
+  );
+
+  const openAuraWithPrompt = useCallback((prompt: string) => {
+    router.push({
+      pathname: "/(tabs)/ai",
+      params: {
+        prompt,
+        promptKey: String(Date.now()),
+      },
+    });
+  }, []);
+
+  const handleStyleItem = useCallback(
+    (item: ClothingItem) => {
+      const label = promptItemLabel(item);
+      openAuraWithPrompt(
+        `Style ${label} from my wardrobe. Build a wearable outfit around it and explain why it works.`
+      );
+    },
+    [openAuraWithPrompt]
+  );
+
+  const handleAskAuraWhatToBuy = useCallback(
+    (missingPieces: MissingPieceInsight[]) => {
+      const missingSummary = missingPieces.length
+        ? missingPieces
+            .map((piece) => `${piece.label} (${piece.missingCount})`)
+            .join(", ")
+        : "no foundational gaps";
+      openAuraWithPrompt(
+        `Review my wardrobe insights and tell me what to buy next to unlock more outfits. Current gaps: ${missingSummary}. Keep it concise and prioritize versatile pieces.`
+      );
+    },
+    [openAuraWithPrompt]
+  );
+
+  return (
+    <AuraInsightsDashboard
+      insights={insights}
+      loading={loadingItems}
+      period={period}
+      onPeriodChange={setPeriod}
+      onBack={() => safeGoBack("/")}
+      onStyleItem={handleStyleItem}
+      onAskAuraWhatToBuy={handleAskAuraWhatToBuy}
+    />
+  );
+}
diff --git a/app/insights/index.tsx b/app/insights/index.tsx
deleted file mode 100644
index a90aea1..0000000
--- a/app/insights/index.tsx
+++ /dev/null
@@ -1,5 +0,0 @@
-import { Redirect } from "expo-router";
-
-export default function InsightsRedirect() {
-  return <Redirect href="/(tabs)" />;
-}
diff --git a/src/closet/closetListModel.ts b/src/closet/closetListModel.ts
index 1a38ae8..40c619f 100644
--- a/src/closet/closetListModel.ts
+++ b/src/closet/closetListModel.ts
@@ -32,6 +32,7 @@ export type ClosetListRow =
       key: string;
       items: ClosetItem[];
       animateOffset: number;
+      trailingAddTile?: boolean;
     };
 
 export const CATEGORY_LABELS: Record<CategoryKey, string> = {
@@ -94,8 +95,14 @@ const SUBCATEGORY_GROUPS: Record<CategoryKey, { label: string; matches: string[]
 export function validHttpUrl(value: string) {
   const trimmed = String(value ?? "").trim();
   if (!trimmed) return "";
+  const candidate = /^https?:\/\//i.test(trimmed)
+    ? trimmed
+    : /^www\d*\./i.test(trimmed)
+      ? `https://${trimmed}`
+      : "";
+  if (!candidate) return "";
   try {
-    const url = new URL(trimmed);
+    const url = new URL(candidate);
     if (url.protocol !== "http:" && url.protocol !== "https:") return "";
     return url.toString();
   } catch {
@@ -132,20 +139,72 @@ function subcategoryBucket(item: ClosetItem, category: CategoryKey) {
   return group?.label ?? "Other";
 }
 
+function searchableValues(values: unknown[]) {
+  return values
+    .flatMap((value) => (Array.isArray(value) ? value : [value]))
+    .map((value) => normalizeText(value))
+    .filter(Boolean);
+}
+
+function anyStartsWith(values: unknown[], query: string) {
+  return searchableValues(values).some((value) => value.startsWith(query));
+}
+
+function anyIncludes(values: unknown[], query: string) {
+  return searchableValues(values).some((value) => value.includes(query));
+}
+
+export function searchMatchScore(item: ClosetItem, query: string) {
+  const normalizedQuery = normalizeText(query);
+  if (!normalizedQuery) return 0;
+  const extended = item as ClosetItem & Record<string, unknown>;
+  const titleFields = [item.name, extended.title, extended.productName];
+  const categoryFields = [item.category, item.subCategory, item.type];
+  const colorFields = [
+    item.primaryColor,
+    extended.colorLabel,
+    extended.displayColor,
+    item.colors,
+    extended.displayColors,
+  ];
+  const tagMaterialFields = [
+    extended.tags,
+    extended.material,
+    extended.materials,
+    extended.pattern,
+    extended.style,
+    extended.fit,
+    extended.occasionTags,
+    extended.seasonTags,
+    extended.styleTags,
+  ];
+
+  if (anyStartsWith(titleFields, normalizedQuery)) return 1;
+  if (anyIncludes(titleFields, normalizedQuery)) return 2;
+  if (anyIncludes([item.brand], normalizedQuery)) return 3;
+  if (anyIncludes(categoryFields, normalizedQuery)) return 4;
+  if (anyIncludes(colorFields, normalizedQuery)) return 5;
+  if (anyIncludes(tagMaterialFields, normalizedQuery)) return 6;
+  return null;
+}
+
 export function searchMatches(item: ClosetItem, query: string) {
   if (!query) return true;
-  const haystack = [
-    item.name,
-    item.brand,
-    item.category,
-    item.subCategory,
-    item.type,
-    item.primaryColor,
-    ...(item.colors ?? []),
-  ]
-    .map((value) => normalizeText(value))
-    .join(" ");
-  return haystack.includes(query);
+  return searchMatchScore(item, query) != null;
+}
+
+export function rankSearchItems(items: ClosetItem[], query: string) {
+  const normalizedQuery = normalizeText(query);
+  if (!normalizedQuery) return items;
+  return items
+    .map((item, index) => ({
+      item,
+      index,
+      score: searchMatchScore(item, normalizedQuery),
+    }))
+    .filter((entry): entry is { item: ClosetItem; index: number; score: number } => entry.score != null)
+    .sort((a, b) => a.score - b.score || a.index - b.index)
+    .map((entry) => entry.item);
 }
 
 export function sortItems(items: ClosetItem[], sortMode: SortMode) {
diff --git a/src/components/AiInsightCard.tsx b/src/components/AiInsightCard.tsx
index ca5e57e..fed721c 100644
--- a/src/components/AiInsightCard.tsx
+++ b/src/components/AiInsightCard.tsx
@@ -261,7 +261,7 @@ export const AiInsightCard = React.memo(function AiInsightCard({
         style={{
           borderRadius: 18,
           borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.08)",
+          borderColor: colors.border,
           backgroundColor: colors.card,
           overflow: "hidden",
         }}
@@ -296,10 +296,12 @@ export const AiInsightCard = React.memo(function AiInsightCard({
                 justifyContent: "center",
                 borderRadius: 12,
                 paddingVertical: 11,
-                backgroundColor: "#0f172a",
+                backgroundColor: colors.ctaCream,
+                borderWidth: 1,
+                borderColor: colors.borderWarm,
               }}
             >
-              <Text style={{ color: "#fff", fontWeight: "800", fontSize: 14 }}>Build Outfit</Text>
+              <Text style={{ color: colors.ctaText, fontWeight: "800", fontSize: 14 }}>Build Outfit</Text>
             </Pressable>
             <Pressable
               onPress={onPressWhy}
@@ -309,9 +311,9 @@ export const AiInsightCard = React.memo(function AiInsightCard({
                 borderRadius: 12,
                 paddingHorizontal: 14,
                 paddingVertical: 11,
-                backgroundColor: "rgba(255,255,255,0.04)",
+                backgroundColor: colors.secondaryCta,
                 borderWidth: 1,
-                borderColor: "rgba(255,255,255,0.08)",
+                borderColor: colors.border,
               }}
             >
               <Text style={{ fontWeight: "800", color: colors.text, fontSize: 13 }}>Why?</Text>
@@ -368,12 +370,14 @@ export const AiInsightCard = React.memo(function AiInsightCard({
                 style={{
                   flex: 1,
                   borderRadius: 10,
-                  backgroundColor: "#0f172a",
+                  backgroundColor: colors.ctaCream,
+                  borderWidth: 1,
+                  borderColor: colors.borderWarm,
                   paddingVertical: 10,
                   alignItems: "center",
                 }}
               >
-                <Text style={{ color: "#fff", fontWeight: "800" }}>Got it</Text>
+                <Text style={{ color: colors.ctaText, fontWeight: "800" }}>Got it</Text>
               </Pressable>
             </View>
           </Pressable>
diff --git a/src/components/WardrobeFilterSheet.tsx b/src/components/WardrobeFilterSheet.tsx
index d099507..92bb456 100644
--- a/src/components/WardrobeFilterSheet.tsx
+++ b/src/components/WardrobeFilterSheet.tsx
@@ -31,11 +31,11 @@ function FilterPill({
         paddingHorizontal: 12,
         borderRadius: 999,
         borderWidth: 1,
-        borderColor: active ? colors.accent : colors.border,
-        backgroundColor: active ? colors.accent : colors.surface,
+        borderColor: active ? colors.purpleBorder : colors.border,
+        backgroundColor: active ? colors.purpleSurface : colors.chipBackground,
       }}
     >
-      <Text style={{ color: active ? "#fff" : colors.text, fontWeight: "700" }}>{label}</Text>
+      <Text style={{ color: active ? colors.ctaCream : colors.textSecondary, fontWeight: "700" }}>{label}</Text>
     </Pressable>
   );
 }
@@ -181,14 +181,14 @@ export const WardrobeFilterSheet = React.memo(function WardrobeFilterSheet<
             onPress={closeWithAnimation}
             style={{
               marginTop: 4,
-              backgroundColor: colors.accent,
+              backgroundColor: colors.ctaCream,
               borderRadius: 12,
               alignItems: "center",
               justifyContent: "center",
               paddingVertical: 11,
             }}
           >
-            <Text style={{ color: "#fff", fontWeight: "900" }}>Done</Text>
+            <Text style={{ color: colors.ctaText, fontWeight: "900" }}>Done</Text>
           </Pressable>
         </Animated.View>
       </Pressable>
diff --git a/src/components/WeatherCard.tsx b/src/components/WeatherCard.tsx
index d8b9fd2..f27b7db 100644
--- a/src/components/WeatherCard.tsx
+++ b/src/components/WeatherCard.tsx
@@ -1,8 +1,11 @@
 import React from "react";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import { DailyWeather } from "../utils/weatherDaily";
 
+const colors = Colors.dark;
+
 type Props = {
   permission: "unknown" | "granted" | "denied" | "blocked";
   state: "idle" | "loading" | "ready" | "error";
@@ -49,27 +52,27 @@ export default function WeatherCard({ permission, state, weather, onPermissionAc
 const styles = StyleSheet.create({
   card: {
     borderWidth: 1,
-    borderColor: "#dedede",
+    borderColor: colors.border,
     borderRadius: 16,
     padding: 14,
-    backgroundColor: "#fff",
+    backgroundColor: colors.surface,
   },
   summary: {
-    color: "#111",
+    color: colors.textPrimary,
     fontWeight: "700",
   },
   muted: {
-    color: "#666",
+    color: colors.textSecondary,
   },
   linkBtn: {
     alignSelf: "flex-start",
     paddingVertical: 7,
     paddingHorizontal: 10,
     borderRadius: 10,
-    backgroundColor: "#f3f4f6",
+    backgroundColor: colors.chipBackground,
   },
   linkText: {
-    color: "#111",
+    color: colors.textPrimary,
     fontWeight: "700",
   },
 });
diff --git a/src/components/closet/ClosetControlsRow.tsx b/src/components/closet/ClosetControlsRow.tsx
index ca4b582..6833c17 100644
--- a/src/components/closet/ClosetControlsRow.tsx
+++ b/src/components/closet/ClosetControlsRow.tsx
@@ -3,6 +3,7 @@ import React from "react";
 import { Text, View } from "react-native";
 
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -31,31 +32,30 @@ export function ClosetControlsRow({
           alignItems: "center",
           gap: 8,
           borderRadius: layout.pillRadius,
-          borderWidth: 1,
-          borderColor: colors.border,
-          backgroundColor: colors.surface,
+          ...auraButtonStyle(colors, "tertiary"),
           paddingHorizontal: 14,
           height: 42,
+          minHeight: 42,
         }}
       >
         <Ionicons name="options-outline" size={16} color={colors.text} />
-        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>Filters</Text>
+        <Text style={[auraButtonTextStyle(colors, "tertiary"), { fontSize: 13, lineHeight: 17 }]}>Filters</Text>
       </AuraPressable>
 
       <View
         style={{
           flex: 1,
           borderRadius: layout.pillRadius,
+          backgroundColor: colors.surfaceBase,
           borderWidth: 1,
           borderColor: colors.border,
-          backgroundColor: colors.surface,
           paddingHorizontal: 14,
           justifyContent: "center",
           height: 42,
         }}
       >
         <Text
-          style={{ color: colors.text, fontSize: 13, fontWeight: "700" }}
+          style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "700" }}
           numberOfLines={1}
           ellipsizeMode="tail"
         >
diff --git a/src/components/closet/ClosetFilterSheet.tsx b/src/components/closet/ClosetFilterSheet.tsx
index b2cb147..3141ba2 100644
--- a/src/components/closet/ClosetFilterSheet.tsx
+++ b/src/components/closet/ClosetFilterSheet.tsx
@@ -1,9 +1,91 @@
+import { Ionicons } from "@expo/vector-icons";
 import React, { useEffect, useMemo, useRef } from "react";
 import { Animated, Modal, Pressable, ScrollView, Text, View } from "react-native";
 
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraChipStyle,
+  auraChipTextStyle,
+  auraSheetBackdropStyle,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
+export type ClosetFilterOption = {
+  key: string;
+  label: string;
+};
+
+export type ClosetColorFilterOption = ClosetFilterOption;
+export type ClosetSortOption = ClosetFilterOption;
+
+const SWATCH_COLORS: Record<string, string> = {
+  black: "#111113",
+  white: "#F4EFE8",
+  ivory: "#EFE6D8",
+  cream: "#EADCC8",
+  beige: "#CDBB9A",
+  tan: "#B7956A",
+  brown: "#6A4229",
+  grey: "#8F8D91",
+  gray: "#8F8D91",
+  charcoal: "#3E3D42",
+  blue: "#315D9D",
+  navy: "#162846",
+  denim: "#406D9F",
+  green: "#3D7050",
+  olive: "#687044",
+  red: "#A83535",
+  burgundy: "#6D2433",
+  pink: "#D78DA5",
+  purple: "#75539A",
+  yellow: "#D8B847",
+  orange: "#C87532",
+  gold: "#B99542",
+  silver: "#B8B8BD",
+};
+
+function swatchColorFor(key: string) {
+  const normalized = key.toLowerCase();
+  return (
+    SWATCH_COLORS[normalized] ??
+    Object.entries(SWATCH_COLORS).find(([token]) => normalized.includes(token))?.[1] ??
+    "#8F8D91"
+  );
+}
+
+function Section({
+  title,
+  detail,
+  children,
+}: {
+  title: string;
+  detail?: string;
+  children: React.ReactNode;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <View style={{ gap: 9 }}>
+      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
+        <Text style={[auraTypography.caption, { color: colors.text, fontSize: 12.5, lineHeight: 16, fontWeight: "900", textTransform: "uppercase" }]}>
+          {title}
+        </Text>
+        {detail ? (
+          <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 11.5, lineHeight: 15 }]}>
+            {detail}
+          </Text>
+        ) : null}
+      </View>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
+        {children}
+      </View>
+    </View>
+  );
+}
+
 function FilterPill({
   label,
   active,
@@ -17,16 +99,96 @@ function FilterPill({
   return (
     <Pressable
       onPress={onPress}
+      style={({ pressed }) => ({
+        ...auraChipStyle(colors, active ? "selected" : "filter"),
+        flexDirection: "row",
+        gap: 6,
+        minHeight: 34,
+        paddingHorizontal: 11,
+        backgroundColor: active ? "rgba(223,182,178,0.13)" : "rgba(251,228,216,0.045)",
+        borderColor: active ? "rgba(223,182,178,0.26)" : "rgba(251,228,216,0.08)",
+        opacity: pressed ? 0.78 : 1,
+      })}
+    >
+      {active ? <Ionicons name="checkmark" size={13} color={colors.ctaCream} /> : null}
+      <Text
+        style={{
+          ...auraChipTextStyle(colors, active ? "selected" : "filter"),
+        }}
+      >
+        {label}
+      </Text>
+    </Pressable>
+  );
+}
+
+function MulticolorSwatch() {
+  return (
+    <View
       style={{
-        paddingVertical: 8,
-        paddingHorizontal: 12,
-        borderRadius: 999,
+        width: 16,
+        height: 16,
+        borderRadius: 8,
+        overflow: "hidden",
         borderWidth: 1,
-        borderColor: active ? colors.accent : colors.border,
-        backgroundColor: active ? colors.accent : colors.surface,
+        borderColor: "rgba(251,228,216,0.28)",
+        flexDirection: "row",
       }}
     >
-      <Text style={{ color: active ? "#fff" : colors.text, fontWeight: "700" }}>{label}</Text>
+      <View style={{ flex: 1, backgroundColor: "#A83535" }} />
+      <View style={{ flex: 1, backgroundColor: "#315D9D" }} />
+      <View style={{ flex: 1, backgroundColor: "#D8B847" }} />
+    </View>
+  );
+}
+
+function ColorPill({
+  option,
+  active,
+  multicolor,
+  onPress,
+}: {
+  option: ClosetColorFilterOption;
+  active: boolean;
+  multicolor?: boolean;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+  return (
+    <Pressable
+      onPress={onPress}
+      style={({ pressed }) => ({
+        ...auraChipStyle(colors, active ? "selected" : "filter"),
+        flexDirection: "row",
+        gap: 8,
+        minHeight: 34,
+        paddingHorizontal: 11,
+        backgroundColor: active ? "rgba(223,182,178,0.13)" : "rgba(251,228,216,0.045)",
+        borderColor: active ? "rgba(223,182,178,0.26)" : "rgba(251,228,216,0.08)",
+        opacity: pressed ? 0.78 : 1,
+      })}
+    >
+      {multicolor ? (
+        <MulticolorSwatch />
+      ) : (
+        <View
+          style={{
+            width: 16,
+            height: 16,
+            borderRadius: 8,
+            borderWidth: 1,
+            borderColor: "rgba(251,228,216,0.24)",
+            backgroundColor: swatchColorFor(option.key),
+          }}
+        />
+      )}
+      <Text
+        style={{
+          ...auraChipTextStyle(colors, active ? "selected" : "filter"),
+        }}
+      >
+        {option.label}
+      </Text>
     </Pressable>
   );
 }
@@ -34,45 +196,67 @@ function FilterPill({
 export function ClosetFilterSheet({
   visible,
   onClose,
-  sortMode,
   statusFilter,
   categoryFilter,
   brandFilter,
-  colorFilter,
+  colorFilters,
+  sortMode,
   sortOptions,
   statusOptions,
   categoryOptions,
   brandOptions,
   colorOptions,
-  onChangeSort,
+  multicolorFilterKey,
+  styleOptions = [],
+  selectedStyleFilters = [],
+  wearOptions = [],
+  selectedWearFilters = [],
   onChangeStatus,
   onChangeCategory,
   onChangeBrand,
-  onChangeColor,
+  onChangeSort,
+  onToggleColor,
+  onClearColors,
+  onToggleStyle,
+  onClearStyle,
+  onToggleWear,
+  onClearWear,
   onClear,
 }: {
   visible: boolean;
   onClose: () => void;
-  sortMode: string;
   statusFilter: string;
   categoryFilter: string;
   brandFilter: string;
-  colorFilter: string;
-  sortOptions: { key: string; label: string }[];
-  statusOptions: { key: string; label: string }[];
-  categoryOptions: { key: string; label: string }[];
+  colorFilters: string[];
+  sortMode: string;
+  sortOptions: ClosetSortOption[];
+  statusOptions: ClosetFilterOption[];
+  categoryOptions: ClosetFilterOption[];
   brandOptions: string[];
-  colorOptions: string[];
-  onChangeSort: (value: any) => void;
-  onChangeStatus: (value: any) => void;
-  onChangeCategory: (value: any) => void;
+  colorOptions: ClosetColorFilterOption[];
+  multicolorFilterKey: string;
+  styleOptions?: ClosetFilterOption[];
+  selectedStyleFilters?: string[];
+  wearOptions?: ClosetFilterOption[];
+  selectedWearFilters?: string[];
+  onChangeStatus: (value: string) => void;
+  onChangeCategory: (value: string) => void;
   onChangeBrand: (value: string) => void;
-  onChangeColor: (value: string) => void;
+  onChangeSort: (value: string) => void;
+  onToggleColor: (value: string) => void;
+  onClearColors: () => void;
+  onToggleStyle: (value: string) => void;
+  onClearStyle: () => void;
+  onToggleWear: (value: string) => void;
+  onClearWear: () => void;
   onClear: () => void;
 }) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
-  const translateY = useRef(new Animated.Value(360)).current;
+  const translateY = useRef(new Animated.Value(420)).current;
+  const hasStyleOptions = styleOptions.length > 0;
+  const hasWearOptions = wearOptions.length > 0;
 
   useEffect(() => {
     if (!visible) return;
@@ -86,7 +270,7 @@ export function ClosetFilterSheet({
   const closeWithAnimation = useMemo(
     () => () => {
       Animated.timing(translateY, {
-        toValue: 360,
+        toValue: 420,
         duration: 180,
         useNativeDriver: true,
       }).start(({ finished }) => {
@@ -101,125 +285,175 @@ export function ClosetFilterSheet({
       <Pressable
         onPress={closeWithAnimation}
         style={{
-          flex: 1,
-          backgroundColor: "rgba(15,23,42,0.34)",
-          justifyContent: "flex-end",
+          ...auraSheetBackdropStyle(colors),
+          backgroundColor: "rgba(2,0,8,0.38)",
         }}
       >
         <Animated.View
+          onStartShouldSetResponder={() => true}
           style={{
             transform: [{ translateY }],
-            backgroundColor: colors.card,
+            maxHeight: "86%",
+            ...auraCardStyle(colors, "sheet"),
+            backgroundColor: "rgba(24,6,36,0.96)",
+            borderColor: "rgba(251,228,216,0.13)",
+            borderTopWidth: 1,
+            borderTopColor: "rgba(251,228,216,0.13)",
             borderTopLeftRadius: layout.largeRadius,
             borderTopRightRadius: layout.largeRadius,
+            borderBottomLeftRadius: 0,
+            borderBottomRightRadius: 0,
             paddingHorizontal: layout.horizontalPadding,
-            paddingTop: 14,
-            paddingBottom: 20,
-            gap: 14,
+            paddingTop: 10,
+            paddingBottom: Math.max(20, layout.floatingDockBottom + 10),
+            gap: 13,
           }}
         >
           <View
             style={{
               alignSelf: "center",
-              width: 44,
+              width: 42,
               height: 5,
               borderRadius: 999,
-              backgroundColor: colors.border,
+              backgroundColor: "rgba(251,228,216,0.22)",
             }}
           />
 
-          <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
-            <Text style={{ fontSize: 20, fontWeight: "900", color: colors.text }}>Sort & Filter</Text>
-            <Pressable onPress={onClear}>
-              <Text style={{ fontWeight: "800", color: colors.text }}>Clear</Text>
-            </Pressable>
+          <View style={{ gap: 2 }}>
+            <View style={{ gap: 2 }}>
+              <Text style={[auraTypography.sectionTitle, { color: colors.text }]}>
+                Organize closet
+              </Text>
+              <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 12.5, lineHeight: 17 }]}>
+                Sort and refine what is visible.
+              </Text>
+            </View>
           </View>
 
-          <ScrollView showsVerticalScrollIndicator={false} contentContainerStyle={{ gap: 16 }}>
-            <View style={{ gap: 8 }}>
-              <Text style={{ fontWeight: "800", color: colors.text }}>Sort</Text>
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                {sortOptions.map((option) => (
-                  <FilterPill
-                    key={option.key}
-                    label={option.label}
-                    active={sortMode === option.key}
-                    onPress={() => onChangeSort(option.key)}
-                  />
-                ))}
-              </View>
-            </View>
+          <ScrollView showsVerticalScrollIndicator={false} contentContainerStyle={{ gap: 18, paddingBottom: 8 }}>
+            <Section title="Sort">
+              {sortOptions.map((option) => (
+                <FilterPill
+                  key={option.key}
+                  label={option.label}
+                  active={sortMode === option.key}
+                  onPress={() => onChangeSort(option.key)}
+                />
+              ))}
+            </Section>
+
+            <View style={{ height: 1, backgroundColor: "rgba(251,228,216,0.08)" }} />
+
+            <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 12, lineHeight: 15, fontWeight: "900", textTransform: "uppercase" }]}>
+              Filters
+            </Text>
+
+            <Section title="Status">
+              {statusOptions.map((option) => (
+                <FilterPill
+                  key={option.key}
+                  label={option.label}
+                  active={statusFilter === option.key}
+                  onPress={() => onChangeStatus(option.key)}
+                />
+              ))}
+            </Section>
 
-            <View style={{ gap: 8 }}>
-              <Text style={{ fontWeight: "800", color: colors.text }}>Status</Text>
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                {statusOptions.map((option) => (
+            <Section title="Category">
+              {categoryOptions.map((option) => (
+                <FilterPill
+                  key={option.key}
+                  label={option.label}
+                  active={categoryFilter === option.key}
+                  onPress={() => onChangeCategory(option.key)}
+                />
+              ))}
+            </Section>
+
+            <Section title="Brand">
+              {brandOptions.slice(0, 28).map((option) => (
+                <FilterPill
+                  key={option}
+                  label={option === "ALL" ? "All brands" : option}
+                  active={brandFilter === option}
+                  onPress={() => onChangeBrand(option)}
+                />
+              ))}
+            </Section>
+
+            <Section title="Color" detail={colorFilters.length ? `${colorFilters.length} selected` : undefined}>
+              <FilterPill label="All colors" active={colorFilters.length === 0} onPress={onClearColors} />
+              <ColorPill
+                option={{ key: multicolorFilterKey, label: "Multicolor" }}
+                multicolor
+                active={colorFilters.includes(multicolorFilterKey)}
+                onPress={() => onToggleColor(multicolorFilterKey)}
+              />
+              {colorOptions.slice(0, 30).map((option) => (
+                <ColorPill
+                  key={option.key}
+                  option={option}
+                  active={colorFilters.includes(option.key)}
+                  onPress={() => onToggleColor(option.key)}
+                />
+              ))}
+            </Section>
+
+            {hasStyleOptions ? (
+              <Section title="Fit / style" detail={selectedStyleFilters.length ? `${selectedStyleFilters.length} selected` : undefined}>
+                <FilterPill label="All styles" active={selectedStyleFilters.length === 0} onPress={onClearStyle} />
+                {styleOptions.map((option) => (
                   <FilterPill
                     key={option.key}
                     label={option.label}
-                    active={statusFilter === option.key}
-                    onPress={() => onChangeStatus(option.key)}
+                    active={selectedStyleFilters.includes(option.key)}
+                    onPress={() => onToggleStyle(option.key)}
                   />
                 ))}
-              </View>
-            </View>
+              </Section>
+            ) : null}
 
-            <View style={{ gap: 8 }}>
-              <Text style={{ fontWeight: "800", color: colors.text }}>Category</Text>
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                {categoryOptions.map((option) => (
+            {hasWearOptions ? (
+              <Section title="Laundry / wear" detail={selectedWearFilters.length ? `${selectedWearFilters.length} selected` : undefined}>
+                <FilterPill label="Any wear" active={selectedWearFilters.length === 0} onPress={onClearWear} />
+                {wearOptions.map((option) => (
                   <FilterPill
                     key={option.key}
                     label={option.label}
-                    active={categoryFilter === option.key}
-                    onPress={() => onChangeCategory(option.key)}
-                  />
-                ))}
-              </View>
-            </View>
-
-            <View style={{ gap: 8 }}>
-              <Text style={{ fontWeight: "800", color: colors.text }}>Brand</Text>
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                {brandOptions.slice(0, 20).map((option) => (
-                  <FilterPill
-                    key={option}
-                    label={option === "ALL" ? "All brands" : option}
-                    active={brandFilter === option}
-                    onPress={() => onChangeBrand(option)}
-                  />
-                ))}
-              </View>
-            </View>
-
-            <View style={{ gap: 8 }}>
-              <Text style={{ fontWeight: "800", color: colors.text }}>Color</Text>
-              <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-                {colorOptions.slice(0, 20).map((option) => (
-                  <FilterPill
-                    key={option}
-                    label={option === "ALL" ? "All colors" : option}
-                    active={colorFilter === option}
-                    onPress={() => onChangeColor(option)}
+                    active={selectedWearFilters.includes(option.key)}
+                    onPress={() => onToggleWear(option.key)}
                   />
                 ))}
-              </View>
-            </View>
+              </Section>
+            ) : null}
           </ScrollView>
 
-          <Pressable
-            onPress={closeWithAnimation}
-            style={{
-              marginTop: 4,
-              backgroundColor: colors.accent,
-              borderRadius: 14,
-              alignItems: "center",
-              justifyContent: "center",
-              paddingVertical: 12,
-            }}
-          >
-            <Text style={{ color: "#fff", fontWeight: "900" }}>Done</Text>
-          </Pressable>
+          <View style={{ flexDirection: "row", gap: 10 }}>
+            <Pressable
+              onPress={onClear}
+              style={({ pressed }) => ({
+                flex: 1,
+                ...auraButtonStyle(colors, "secondary"),
+                minHeight: 48,
+                backgroundColor: "rgba(251,228,216,0.045)",
+                borderColor: "rgba(251,228,216,0.10)",
+                opacity: pressed ? 0.82 : 1,
+              })}
+            >
+              <Text style={[auraButtonTextStyle(colors, "secondary"), { fontSize: 14 }]}>Clear filters</Text>
+            </Pressable>
+            <Pressable
+              onPress={closeWithAnimation}
+              style={({ pressed }) => ({
+                flex: 1,
+                ...auraButtonStyle(colors, "primary"),
+                minHeight: 48,
+                opacity: pressed ? 0.86 : 1,
+              })}
+            >
+              <Text style={[auraButtonTextStyle(colors, "primary"), { fontSize: 14 }]}>Done</Text>
+            </Pressable>
+          </View>
         </Animated.View>
       </Pressable>
     </Modal>
diff --git a/src/components/closet/ClosetHeader.tsx b/src/components/closet/ClosetHeader.tsx
index 890ab69..85f17e6 100644
--- a/src/components/closet/ClosetHeader.tsx
+++ b/src/components/closet/ClosetHeader.tsx
@@ -1,47 +1,80 @@
+import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Text, View } from "react-native";
+import { Pressable, Text, View } from "react-native";
 
+import { auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export function ClosetHeader({
   totalCount,
-  visibleCount,
-  statusFilter,
+  onOpenOrganize,
+  hasActiveOrganizeState = false,
 }: {
   totalCount: number;
-  visibleCount: number;
-  statusFilter: string;
+  onOpenOrganize: () => void;
+  hasActiveOrganizeState?: boolean;
 }) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
 
   return (
-    <View style={{ gap: 8 }}>
-      <View style={{ gap: 7 }}>
-        <Text style={{ color: colors.text, fontSize: 28 * layout.titleScale, fontWeight: "900", letterSpacing: 0 }}>
+    <View
+      style={{
+        flexDirection: "row",
+        alignItems: "flex-start",
+        justifyContent: "space-between",
+        gap: 16,
+      }}
+    >
+      <View style={{ gap: 3, flex: 1 }}>
+        <Text
+          style={[
+            auraTypography.screenTitle,
+            {
+              color: colors.text,
+              fontSize: 27 * layout.titleScale,
+              lineHeight: 32 * layout.titleScale,
+            },
+          ]}
+        >
           Closet
         </Text>
-        <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-          <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "700" }}>
-            {totalCount} pieces
-          </Text>
+        <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 17, fontWeight: "700" }}>
+          {totalCount} piece{totalCount === 1 ? "" : "s"}
+        </Text>
+      </View>
+      <Pressable
+        onPress={onOpenOrganize}
+        accessibilityRole="button"
+        accessibilityLabel="Organize closet"
+        style={({ pressed }) => ({
+          width: 42,
+          height: 42,
+          borderRadius: 999,
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: pressed ? "rgba(251,228,216,0.10)" : "rgba(251,228,216,0.055)",
+          borderWidth: 1,
+          borderColor: "rgba(251,228,216,0.12)",
+          opacity: pressed ? 0.82 : 1,
+        })}
+      >
+        <Ionicons name="options-outline" size={19} color={colors.text} />
+        {hasActiveOrganizeState ? (
           <View
             style={{
-              width: 4,
-              height: 4,
+              position: "absolute",
+              top: 9,
+              right: 9,
+              width: 7,
+              height: 7,
               borderRadius: 999,
-              backgroundColor: colors.textSecondary,
-              opacity: 0.6,
+              backgroundColor: colors.ctaCream,
             }}
           />
-          <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "700" }}>
-            {statusFilter === "ALL"
-              ? `${visibleCount} visible`
-              : `${visibleCount} ${statusFilter.replace(/_/g, " ").toLowerCase()}`}
-          </Text>
-        </View>
-      </View>
+        ) : null}
+      </Pressable>
     </View>
   );
 }
diff --git a/src/components/closet/ClosetInventoryHeader.tsx b/src/components/closet/ClosetInventoryHeader.tsx
new file mode 100644
index 0000000..926132f
--- /dev/null
+++ b/src/components/closet/ClosetInventoryHeader.tsx
@@ -0,0 +1,80 @@
+import React from "react";
+import { Pressable, ScrollView, Text, View } from "react-native";
+
+import type { CategoryKey } from "@/src/closet/closetListModel";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+
+type InventoryCategoryKey = "ALL" | CategoryKey;
+
+export type ClosetInventoryCategoryTab = {
+  key: InventoryCategoryKey;
+  label: string;
+};
+
+export function ClosetInventoryHeader({
+  activeCategory,
+  categoryTabs,
+  onSelectCategory,
+}: {
+  activeCategory: InventoryCategoryKey;
+  categoryTabs: ClosetInventoryCategoryTab[];
+  onSelectCategory: (category: InventoryCategoryKey) => void;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+  const compactTabs = categoryTabs.length > 6 || layout.width < 390;
+  const tabFontSize = compactTabs ? 12 : 12.5;
+  const tabLineHeight = compactTabs ? 15 : 16;
+
+  return (
+    <View style={{ zIndex: 10 }}>
+      <ScrollView
+        horizontal
+        showsHorizontalScrollIndicator={false}
+        contentContainerStyle={{ gap: 18, paddingRight: layout.horizontalPadding * 0.5 }}
+      >
+        {categoryTabs.map((tab) => {
+          const active = activeCategory === tab.key;
+          return (
+            <Pressable
+              key={tab.key}
+              onPress={() => onSelectCategory(tab.key)}
+              style={({ pressed }) => ({
+                minHeight: 28,
+                paddingHorizontal: 0,
+                paddingTop: 4,
+                paddingBottom: 4,
+                alignItems: "center",
+                justifyContent: "center",
+                opacity: pressed ? 0.76 : 1,
+              })}
+            >
+              <Text
+                numberOfLines={1}
+                style={{
+                  color: active ? colors.ctaCream : colors.textSecondary,
+                  fontSize: tabFontSize,
+                  lineHeight: tabLineHeight,
+                  fontWeight: active ? "800" : "700",
+                }}
+              >
+                {tab.label}
+              </Text>
+              <View
+                style={{
+                  height: 2,
+                  width: "100%",
+                  marginTop: 4,
+                  borderRadius: 999,
+                  backgroundColor: colors.ctaCream,
+                  opacity: active ? 0.86 : 0,
+                }}
+              />
+            </Pressable>
+          );
+        })}
+      </ScrollView>
+    </View>
+  );
+}
diff --git a/src/components/closet/ClosetItemCard.tsx b/src/components/closet/ClosetItemCard.tsx
index 766078e..f136571 100644
--- a/src/components/closet/ClosetItemCard.tsx
+++ b/src/components/closet/ClosetItemCard.tsx
@@ -12,10 +12,10 @@ import Animated, {
 
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getBestThumbnailImageSource, getItemImagePresentation } from "@/src/lib/itemImage";
-import { LAUNDRY_STATUS_LABELS, normalizeLaundryStatus } from "@/src/lib/items";
 import type { ClosetItem } from "@/src/lib/items";
 import { sanitizeDisplayText } from "@/src/lib/text";
 
@@ -54,12 +54,19 @@ function ClosetItemCardComponent({
   const reduceMotion = useReduceMotion();
   const imageSource = useMemo(() => getBestThumbnailImageSource(item), [item]);
   const imagePresentation = useMemo(() => getItemImagePresentation(item, { surface: "closet_card" }), [item]);
-  const laundryStatus = useMemo(() => normalizeLaundryStatus(item), [item]);
   const title = useMemo(() => titleFor(item), [item]);
+  const brand = useMemo(() => sanitizeDisplayText(item.brand), [item.brand]);
+  const colorLabel = useMemo(
+    () => sanitizeDisplayText(item.primaryColor) || sanitizeDisplayText(item.displayColor),
+    [item.displayColor, item.primaryColor],
+  );
   const cardWidth = width ?? (layout.screenSize === "compact" ? 132 : 144);
-  const imageHeight = width ? cardWidth * 1.2 : layout.screenSize === "compact" ? 150 : 160;
-  const textBlockHeight = 74;
-  const imageSurfaceColor = selected ? "#F8F5EE" : colors.outfitBoardBackground;
+  const imageBoardSize = cardWidth;
+  const titleLineHeight = 16;
+  const titleSlotHeight = titleLineHeight * 2;
+  const metadataLineHeight = 14;
+  const textBlockHeight = 60;
+  const imageSurfaceColor = colors.outfitBoardBackground;
   const opacity = useSharedValue(reduceMotion ? 1 : 0);
   const translateY = useSharedValue(reduceMotion ? 0 : 6);
   const handlePress = useCallback(() => {
@@ -111,34 +118,24 @@ function ClosetItemCardComponent({
         delayLongPress={180}
         style={{
           width: cardWidth,
+          backgroundColor: "transparent",
           borderRadius: 22,
-          backgroundColor: colors.surface,
-          borderWidth: selected ? 1.5 : 1,
-          borderColor: selected ? colors.lightPurple : colors.border,
-          overflow: "hidden",
-          shadowColor: colors.shadow,
-          shadowOpacity: selected ? 0.2 : 0.12,
-          shadowRadius: selected ? 18 : 12,
-          shadowOffset: { width: 0, height: selected ? 10 : 6 },
-          elevation: selected ? 5 : 2,
+          overflow: "visible",
         }}
       >
       <View
         style={{
-          aspectRatio: width ? 1 / 1.2 : imagePresentation.containerAspectRatio,
-          minHeight: imageHeight,
+          width: imageBoardSize,
+          height: imageBoardSize,
           backgroundColor: imageSurfaceColor,
           alignItems: "center",
           justifyContent: "center",
           overflow: "hidden",
-          paddingHorizontal: 14,
-          paddingTop: 14,
-          paddingBottom: 12,
-          margin: 8,
-          marginBottom: 0,
+          padding: 10,
           borderRadius: 18,
           borderWidth: 1,
-          borderColor: selected ? "rgba(124,92,255,0.16)" : "rgba(10,10,15,0.06)",
+          borderColor: selected ? "rgba(223,182,178,0.42)" : "rgba(25,0,25,0.055)",
+          boxShadow: selected ? "0 10px 24px rgba(223,182,178,0.10)" : "0 6px 16px rgba(0,0,0,0.05)",
         }}
       >
         {imageSource ? (
@@ -170,11 +167,11 @@ function ClosetItemCardComponent({
               paddingHorizontal: 12,
             }}
           >
-            <Text style={{ color: colors.textMuted, fontSize: 12, fontWeight: "800" }}>
+            <Text style={{ color: colors.textOnLightSecondary, fontSize: 12, fontWeight: "800" }}>
               No image yet
             </Text>
             <Text
-              style={{ color: colors.textMuted, fontSize: 11, textAlign: "center" }}
+              style={{ color: colors.textOnLightSecondary, fontSize: 11, textAlign: "center" }}
               numberOfLines={2}
               ellipsizeMode="tail"
             >
@@ -186,35 +183,51 @@ function ClosetItemCardComponent({
 
       <View
         style={{
-          gap: 3,
-          minHeight: textBlockHeight,
-          paddingHorizontal: 12,
+          height: textBlockHeight,
+          paddingHorizontal: 2,
           paddingTop: 9,
-          paddingBottom: 12,
+          paddingBottom: 5,
         }}
       >
-        <Text
-          style={{ color: colors.text, fontSize: 12.5, lineHeight: 16, fontWeight: "800" }}
-          numberOfLines={width ? 2 : 1}
-          ellipsizeMode="tail"
-        >
-          {title}
-        </Text>
-        <Text
-          style={{ color: colors.textSecondary, opacity: 0.6, fontSize: 10.5, lineHeight: 16, fontWeight: "700", letterSpacing: 0.2 }}
-          numberOfLines={1}
-          ellipsizeMode="tail"
-        >
-          {sanitizeDisplayText(item.brand) || "No brand"}
-        </Text>
-        <Text
-          style={{ color: colors.textSecondary, opacity: 0.6, fontSize: 10, lineHeight: 15 }}
-          numberOfLines={1}
-          ellipsizeMode="tail"
+        <View style={{ height: titleSlotHeight, justifyContent: "flex-start" }}>
+          <Text
+            style={[auraTypography.chipLabel, { color: colors.text, fontSize: 12.25, lineHeight: titleLineHeight, fontWeight: "700" }]}
+            numberOfLines={2}
+            ellipsizeMode="tail"
+          >
+            {title}
+          </Text>
+        </View>
+        <View
+          style={{
+            height: metadataLineHeight,
+            marginTop: 4,
+            flexDirection: "row",
+            alignItems: "center",
+            gap: 8,
+          }}
         >
-          {LAUNDRY_STATUS_LABELS[laundryStatus]}
-          {item.primaryColor ? ` · ${sanitizeDisplayText(item.primaryColor)}` : ""}
-        </Text>
+          {brand ? (
+            <Text
+              style={{ flex: 1, color: colors.textSecondary, opacity: 0.74, fontSize: 10.5, lineHeight: metadataLineHeight, fontWeight: "700", letterSpacing: 0 }}
+              numberOfLines={1}
+              ellipsizeMode="tail"
+            >
+              {brand}
+            </Text>
+          ) : (
+            <View style={{ flex: 1 }} />
+          )}
+          {colorLabel ? (
+            <Text
+              style={{ color: colors.textSecondary, opacity: 0.78, fontSize: 10.25, lineHeight: metadataLineHeight, fontWeight: "700", maxWidth: cardWidth * 0.46, textAlign: "right" }}
+              numberOfLines={1}
+              ellipsizeMode="tail"
+            >
+              {colorLabel}
+            </Text>
+          ) : null}
+        </View>
       </View>
 
       {selected ? (
diff --git a/src/components/closet/ClosetProcessingSection.tsx b/src/components/closet/ClosetProcessingSection.tsx
index e4018ee..933c5df 100644
--- a/src/components/closet/ClosetProcessingSection.tsx
+++ b/src/components/closet/ClosetProcessingSection.tsx
@@ -1,6 +1,7 @@
 import AppImage from "@/src/components/common/AppImage";
 import { ActivityIndicator, Pressable, Text, View } from "react-native";
 import { Ionicons } from "@expo/vector-icons";
+import React, { useEffect, useMemo, useState } from "react";
 
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
@@ -37,44 +38,115 @@ export function ClosetProcessingSection({
   onRemove: (item: ClosetItem) => void;
 }) {
   const { colors } = useAppTheme();
+  const failedCount = useMemo(
+    () => items.filter((item) => getItemLifecycleStatus(item) === "failed").length,
+    [items],
+  );
+  const reviewCount = useMemo(
+    () => items.filter((item) => getItemLifecycleStatus(item) === "needs_review").length,
+    [items],
+  );
+  const actionableItem = useMemo(
+    () =>
+      items.find((item) => {
+        const lifecycle = getItemLifecycleStatus(item);
+        return lifecycle === "failed" || lifecycle === "needs_review";
+      }) ?? items[0],
+    [items],
+  );
+  const [expanded, setExpanded] = useState(() => failedCount > 0);
+
+  useEffect(() => {
+    if (failedCount > 0) setExpanded(true);
+  }, [failedCount]);
+
   if (!items.length) return null;
 
   return (
-    <View style={{ gap: 12 }}>
-      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-        <View style={{ gap: 3 }}>
-          <Text style={{ color: colors.text, fontSize: 17, fontWeight: "900" }}>
-            Adding now
-          </Text>
-          <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "600" }}>
-            New pieces appear here while AURA finishes them.
-          </Text>
-        </View>
+    <View style={{ gap: expanded ? 10 : 0 }}>
+      <Pressable
+        onPress={() => {
+          if (expanded && actionableItem) {
+            onPressItem(actionableItem);
+            return;
+          }
+          setExpanded(true);
+        }}
+        style={({ pressed }) => ({
+          minHeight: 58,
+          borderRadius: 18,
+          paddingHorizontal: 13,
+          paddingVertical: 10,
+          backgroundColor: "rgba(251,228,216,0.045)",
+          borderWidth: 1,
+          borderColor: failedCount ? "rgba(255,143,143,0.22)" : "rgba(251,228,216,0.085)",
+          flexDirection: "row",
+          alignItems: "center",
+          gap: 12,
+          opacity: pressed ? 0.82 : 1,
+        })}
+      >
         <View
           style={{
+            width: 34,
+            height: 34,
             borderRadius: 999,
-            paddingHorizontal: 9,
-            paddingVertical: 4,
-            backgroundColor: "rgba(143,216,255,0.12)",
+            alignItems: "center",
+            justifyContent: "center",
+            backgroundColor: failedCount ? "rgba(255,143,143,0.12)" : "rgba(223,182,178,0.12)",
           }}
         >
-          <Text style={{ color: colors.aiAccent, fontSize: 11.5, fontWeight: "900" }}>
-            {items.length}
+          {failedCount ? (
+            <Ionicons name="warning-outline" size={17} color="#ff9f9f" />
+          ) : (
+            <Ionicons name="sparkles-outline" size={17} color={colors.ctaCream} />
+          )}
+        </View>
+
+        <View style={{ flex: 1, gap: 2, minWidth: 0 }}>
+          <View style={{ flexDirection: "row", alignItems: "center", gap: 7 }}>
+            <Text style={{ color: colors.text, fontSize: 13.5, lineHeight: 18, fontWeight: "900" }}>
+              Adding now
+            </Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16, fontWeight: "900", fontVariant: ["tabular-nums"] }}>
+              {items.length}
+            </Text>
+            {failedCount ? (
+              <Text style={{ color: "#ff9f9f", fontSize: 11.5, lineHeight: 15, fontWeight: "900" }}>
+                {failedCount} failed
+              </Text>
+            ) : null}
+          </View>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16, fontWeight: "600" }} numberOfLines={1}>
+            {failedCount
+              ? "Review imports that need attention"
+              : reviewCount
+                ? "Review pending imports"
+                : "Imports are processing quietly"}
           </Text>
         </View>
-      </View>
 
-      <View style={{ gap: 10 }}>
-        {items.map((item) => (
-          <ProcessingItemRow
-            key={item.id}
-            item={item}
-            onPress={() => onPressItem(item)}
-            onRetry={() => onRetry(item)}
-            onRemove={() => onRemove(item)}
-          />
-        ))}
-      </View>
+        <View style={{ flexDirection: "row", alignItems: "center", gap: 6 }}>
+          <Text style={{ color: colors.ctaCream, fontSize: 12, lineHeight: 16, fontWeight: "900" }}>
+            Review
+          </Text>
+          <Ionicons name={expanded ? "chevron-up" : "chevron-forward"} size={15} color={colors.ctaCream} />
+        </View>
+      </Pressable>
+
+      {expanded ? (
+        <View style={{ gap: 8 }}>
+          {items.map((item) => (
+            <ProcessingItemRow
+              key={item.id}
+              item={item}
+              onPress={() => onPressItem(item)}
+              onRetry={() => onRetry(item)}
+              onRemove={() => onRemove(item)}
+            />
+          ))}
+        </View>
+      ) : null}
     </View>
   );
 }
diff --git a/src/components/closet/ClosetSearchBar.tsx b/src/components/closet/ClosetSearchBar.tsx
index 3bf9e84..f944031 100644
--- a/src/components/closet/ClosetSearchBar.tsx
+++ b/src/components/closet/ClosetSearchBar.tsx
@@ -23,23 +23,24 @@ export function ClosetSearchBar({
         gap: 10,
         borderRadius: layout.pillRadius + 2,
         borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: colors.surface,
-        paddingHorizontal: 16,
-        height: 50,
+        borderColor: "rgba(251,228,216,0.065)",
+        backgroundColor: "rgba(251,228,216,0.04)",
+        paddingHorizontal: 12,
+        height: 41,
       }}
     >
-      <Ionicons name="search-outline" size={18} color={colors.textSecondary} />
+      <Ionicons name="search-outline" size={17} color="rgba(251,228,216,0.58)" />
       <TextInput
         value={value}
         onChangeText={onChangeText}
         placeholder="Search by item, brand, category, color"
-        placeholderTextColor={colors.textSecondary}
+        placeholderTextColor="rgba(251,228,216,0.50)"
         numberOfLines={1}
         style={{
           flex: 1,
           color: colors.text,
-          fontSize: 15,
+          fontSize: 13.5,
+          fontWeight: "600",
           paddingVertical: 0,
           includeFontPadding: false,
         }}
diff --git a/src/components/closet/MinimumClosetProgressCard.tsx b/src/components/closet/MinimumClosetProgressCard.tsx
index 6fa7150..6fa7b28 100644
--- a/src/components/closet/MinimumClosetProgressCard.tsx
+++ b/src/components/closet/MinimumClosetProgressCard.tsx
@@ -3,6 +3,7 @@ import React, { useMemo } from "react";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import { auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import {
   getClosetUnlockNudge,
@@ -14,9 +15,19 @@ import type { ClothingItem } from "@/src/types/ClothingItem";
 type Props = {
   items: Partial<ClothingItem>[];
   colors: AppColors;
+  expanded?: boolean;
+  onToggleExpanded?: () => void;
   onAddMissingItem: () => void;
 };
 
+function styleInsightSummary(current: number, target: number) {
+  if (current >= target) return "Complete core";
+  if (current >= target - 1) return "Strong base";
+  if (current >= Math.ceil(target * 0.6)) return "Good range";
+  if (current > 0) return "Building base";
+  return "Starter closet";
+}
+
 function ChecklistRow({
   category,
   colors,
@@ -56,6 +67,8 @@ function ChecklistRow({
 export default function MinimumClosetProgressCard({
   items,
   colors,
+  expanded = false,
+  onToggleExpanded,
   onAddMissingItem,
 }: Props) {
   const layout = useResponsiveLayout();
@@ -64,6 +77,40 @@ export default function MinimumClosetProgressCard({
   const nextBestAdd = progress.categories.find(
     (category) => category.key === progress.suggestedNextCategory,
   )?.label;
+  const summary = `${progress.current}/${progress.target} • ${styleInsightSummary(progress.current, progress.target)}`;
+
+  if (!expanded) {
+    return (
+      <Pressable
+        onPress={onToggleExpanded}
+        style={({ pressed }) => [
+          styles.card,
+          styles.collapsedCard,
+          {
+            borderRadius: layout.mediumRadius,
+            paddingVertical: 12,
+            paddingHorizontal: Math.max(14, layout.cardPadding - 2),
+            opacity: pressed ? 0.82 : 1,
+          },
+        ]}
+      >
+        <View pointerEvents="none" style={styles.glow} />
+        <View style={styles.collapsedText}>
+          <View style={{ flexDirection: "row", alignItems: "center", gap: 7 }}>
+            <Ionicons name="sparkles-outline" size={15} color={colors.iridescentMid} />
+            <Text style={[styles.collapsedTitle, { color: colors.text }]}>Style insights</Text>
+          </View>
+          <Text style={[styles.collapsedSummary, { color: colors.textSecondary }]} numberOfLines={1}>
+            {summary}
+          </Text>
+        </View>
+        <View style={[styles.viewDetailsPill, { borderColor: colors.border, backgroundColor: colors.chipBackground }]}>
+          <Text style={[styles.viewDetailsText, { color: colors.ctaCream }]}>View details</Text>
+          <Ionicons name="chevron-down" size={13} color={colors.ctaCream} />
+        </View>
+      </Pressable>
+    );
+  }
 
   return (
     <View
@@ -71,14 +118,14 @@ export default function MinimumClosetProgressCard({
         styles.card,
         {
           borderRadius: layout.mediumRadius,
-          padding: layout.cardPadding,
+          padding: Math.max(12, layout.cardPadding - 4),
         },
       ]}
     >
       <View pointerEvents="none" style={styles.glow} />
       <View style={styles.headerRow}>
         <View style={{ flex: 1, gap: 5 }}>
-          <Text style={[styles.eyebrow, { color: colors.iridescentStart }]}>STYLE CORE</Text>
+          <Text style={[styles.eyebrow, { color: colors.iridescentStart }]}>STYLE INSIGHTS</Text>
           <Text style={[styles.title, { color: colors.text }]}>
             Build your style core
           </Text>
@@ -86,6 +133,18 @@ export default function MinimumClosetProgressCard({
             {nudge}
           </Text>
         </View>
+        <Pressable
+          onPress={onToggleExpanded}
+          style={({ pressed }) => [
+            styles.collapseButton,
+            {
+              borderColor: colors.border,
+              backgroundColor: pressed ? colors.surfaceInteractive : colors.chipBackground,
+            },
+          ]}
+        >
+          <Ionicons name="chevron-up" size={14} color={colors.textSecondary} />
+        </Pressable>
         <View style={styles.progressBadge}>
           <Text style={[styles.progressText, { color: colors.text }]}>{progress.current}/{progress.target}</Text>
           <Text style={[styles.progressLabel, { color: colors.textSecondary }]}>pieces</Text>
@@ -124,14 +183,17 @@ export default function MinimumClosetProgressCard({
           style={({ pressed }) => [
             styles.cta,
             {
-              borderColor: "rgba(255,255,255,0.14)",
-              backgroundColor: pressed ? "rgba(255,255,255,0.16)" : "rgba(255,255,255,0.1)",
+              ...auraButtonStyle(colors, "tertiary"),
+              borderRadius: 8,
+              minHeight: 36,
+              borderColor: colors.border,
+              backgroundColor: pressed ? colors.surfaceInteractive : colors.chipBackground,
               opacity: pressed ? 0.88 : 1,
             },
           ]}
         >
           <Ionicons name="add" size={16} color={colors.text} />
-          <Text style={[styles.ctaText, { color: colors.text }]} numberOfLines={1}>
+          <Text style={[styles.ctaText, auraButtonTextStyle(colors, "tertiary"), { fontSize: 12 }]} numberOfLines={1}>
             {nextBestAdd ? `Next best add: ${nextBestAdd}` : "Add variety"}
           </Text>
         </Pressable>
@@ -144,9 +206,46 @@ const styles = StyleSheet.create({
   card: {
     overflow: "hidden",
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.12)",
-    backgroundColor: "rgba(14,14,20,0.76)",
-    gap: 14,
+    borderColor: "rgba(251,228,216,0.10)",
+    backgroundColor: "rgba(43,18,76,0.46)",
+    gap: 10,
+  },
+  collapsedCard: {
+    minHeight: 68,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
+    gap: 12,
+  },
+  collapsedText: {
+    flex: 1,
+    minWidth: 0,
+    gap: 4,
+  },
+  collapsedTitle: {
+    fontSize: 15,
+    lineHeight: 19,
+    fontWeight: "900",
+  },
+  collapsedSummary: {
+    fontSize: 12.5,
+    lineHeight: 16,
+    fontWeight: "800",
+  },
+  viewDetailsPill: {
+    minHeight: 34,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "center",
+    gap: 5,
+    borderRadius: 999,
+    borderWidth: 1,
+    paddingHorizontal: 11,
+  },
+  viewDetailsText: {
+    fontSize: 12,
+    lineHeight: 15,
+    fontWeight: "900",
   },
   glow: {
     position: "absolute",
@@ -155,40 +254,48 @@ const styles = StyleSheet.create({
     width: 180,
     height: 180,
     borderRadius: 90,
-    backgroundColor: "rgba(241,210,255,0.08)",
+    backgroundColor: "rgba(223,182,178,0.035)",
   },
   headerRow: {
     flexDirection: "row",
     alignItems: "flex-start",
-    gap: 14,
+    gap: 10,
   },
   eyebrow: {
-    fontSize: 10,
+    fontSize: 9.5,
     fontWeight: "900",
-    letterSpacing: 1.4,
+    letterSpacing: 1.2,
   },
   title: {
-    fontSize: 18,
-    lineHeight: 23,
+    fontSize: 16,
+    lineHeight: 21,
     fontWeight: "900",
   },
   nudge: {
-    fontSize: 13,
-    lineHeight: 19,
+    fontSize: 12,
+    lineHeight: 17,
     opacity: 0.72,
   },
+  collapseButton: {
+    width: 30,
+    height: 30,
+    borderRadius: 15,
+    borderWidth: 1,
+    alignItems: "center",
+    justifyContent: "center",
+  },
   progressBadge: {
-    minWidth: 64,
+    minWidth: 56,
     alignItems: "center",
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.12)",
-    backgroundColor: "rgba(255,255,255,0.06)",
+    borderColor: "rgba(251,228,216,0.10)",
+    backgroundColor: "rgba(82,43,91,0.28)",
     borderRadius: 8,
-    paddingVertical: 9,
-    paddingHorizontal: 10,
+    paddingVertical: 7,
+    paddingHorizontal: 9,
   },
   progressText: {
-    fontSize: 18,
+    fontSize: 16,
     fontWeight: "900",
   },
   progressLabel: {
@@ -200,7 +307,7 @@ const styles = StyleSheet.create({
     height: 5,
     borderRadius: 999,
     overflow: "hidden",
-    backgroundColor: "rgba(255,255,255,0.08)",
+    backgroundColor: "rgba(251,228,216,0.08)",
   },
   progressFill: {
     height: "100%",
@@ -209,26 +316,26 @@ const styles = StyleSheet.create({
   checkGrid: {
     flexDirection: "row",
     flexWrap: "wrap",
-    gap: 8,
+    gap: 7,
   },
   checkRow: {
-    minWidth: 118,
+    minWidth: 108,
     flexGrow: 1,
     flexBasis: "30%",
     flexDirection: "row",
     alignItems: "center",
-    gap: 7,
+    gap: 6,
     borderRadius: 8,
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.08)",
-    backgroundColor: "rgba(255,255,255,0.045)",
-    paddingVertical: 8,
-    paddingHorizontal: 9,
+    borderColor: "rgba(251,228,216,0.08)",
+    backgroundColor: "rgba(82,43,91,0.22)",
+    paddingVertical: 6,
+    paddingHorizontal: 8,
   },
   checkIcon: {
-    width: 20,
-    height: 20,
-    borderRadius: 10,
+    width: 18,
+    height: 18,
+    borderRadius: 9,
     borderWidth: 1,
     alignItems: "center",
     justifyContent: "center",
@@ -245,10 +352,10 @@ const styles = StyleSheet.create({
   footerRow: {
     flexDirection: "row",
     alignItems: "center",
-    gap: 12,
+    gap: 10,
   },
   metricValue: {
-    fontSize: 20,
+    fontSize: 18,
     fontWeight: "900",
   },
   metricLabel: {
@@ -258,14 +365,14 @@ const styles = StyleSheet.create({
     opacity: 0.72,
   },
   cta: {
-    minHeight: 40,
+    minHeight: 36,
     flexDirection: "row",
     alignItems: "center",
     justifyContent: "center",
     gap: 6,
     borderRadius: 8,
     borderWidth: 1,
-    paddingHorizontal: 12,
+    paddingHorizontal: 10,
   },
   ctaText: {
     fontSize: 12,
diff --git a/src/components/home/ContinueChatCard.tsx b/src/components/home/ContinueChatCard.tsx
index 235d520..846fec8 100644
--- a/src/components/home/ContinueChatCard.tsx
+++ b/src/components/home/ContinueChatCard.tsx
@@ -4,6 +4,7 @@ import { Text, View } from "react-native";
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { sanitizeDisplayText } from "@/src/lib/text";
 
@@ -20,7 +21,6 @@ function formatRelativeTime(timestamp: number) {
 export default function ContinueChatCard({
   colors,
   preview,
-  title,
   updatedAt,
   onPress,
 }: {
@@ -43,18 +43,16 @@ export default function ContinueChatCard({
       style={{
         borderRadius: layout.largeRadius,
         padding: layout.cardPadding,
-        backgroundColor: colors.surface,
-        borderWidth: 1,
-        borderColor: colors.border,
+        ...auraSurfaceTiers.surfaceInteractive,
         gap: 12,
       }}
     >
       <View style={{ gap: 4 }}>
         <Text style={[homeTypography.label, { color: colors.lightPurple }]}>
-          PICK UP THE THREAD
+          PICK UP WHERE YOU LEFT OFF
         </Text>
         <Text style={[homeTypography.titleMedium, { color: colors.text }]} numberOfLines={1} ellipsizeMode="tail">
-          {title?.trim() || "Resume your last fitting"}
+          Continue your styling thread
         </Text>
       </View>
 
diff --git a/src/components/home/ContinueSection.tsx b/src/components/home/ContinueSection.tsx
index 0529261..defed79 100644
--- a/src/components/home/ContinueSection.tsx
+++ b/src/components/home/ContinueSection.tsx
@@ -5,6 +5,7 @@ import { ScrollView, Text, View } from "react-native";
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -77,16 +78,16 @@ export default function ContinueSection({
   const layout = useResponsiveLayout();
   if (!items.length) return null;
   const cardWidth = layout.continueCardWidth;
-  const imageFrameHeight = Math.round(cardWidth * 0.82);
-  const cardHeight = imageFrameHeight + 112;
+  const imageFrameHeight = Math.round(cardWidth * 0.76);
+  const cardHeight = imageFrameHeight + 104;
 
   return (
-    <View style={{ gap: 12 }}>
+    <View style={{ gap: 16 }}>
       <View style={{ gap: 3 }}>
         <Text style={[homeTypography.titleMedium, { color: colors.text }]}>{title}</Text>
         <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]}>{subtitle}</Text>
       </View>
-      <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 12, paddingRight: 8 }}>
+      <ScrollView horizontal showsHorizontalScrollIndicator={false} contentContainerStyle={{ gap: 10, paddingRight: 8 }}>
         {items.map((item) => {
           const imageUri = getItemImageUrl(item, { variant: "thumb" });
           const momentumImageStyle = getMomentumImageStyle(item);
@@ -103,9 +104,7 @@ export default function ContinueSection({
                 height: cardHeight,
                 borderRadius: layout.mediumRadius,
                 overflow: "hidden",
-                borderWidth: 1,
-                borderColor: colors.border,
-                backgroundColor: colors.surface,
+                ...auraSurfaceTiers.surfaceInteractive,
               }}
             >
               <View
@@ -115,8 +114,8 @@ export default function ContinueSection({
                   marginBottom: 0,
                   borderRadius: layout.mediumRadius - 4,
                   borderWidth: 1,
-                  borderColor: "rgba(10,10,15,0.06)",
-                  backgroundColor: colors.outfitBoardBackground,
+                  borderColor: colors.borderWarm,
+                  backgroundColor: colors.boardLight,
                   alignItems: "center",
                   justifyContent: "center",
                   overflow: "hidden",
@@ -131,10 +130,10 @@ export default function ContinueSection({
                     resizeMode="contain"
                   />
                 ) : (
-                  <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>No image</Text>
+                  <Text style={[homeTypography.caption, { color: colors.textOnLightSecondary }]}>No image</Text>
                 )}
               </View>
-              <View style={{ flex: 1, padding: 12, gap: 4, justifyContent: "space-between" }}>
+              <View style={{ flex: 1, padding: 10, gap: 3, justifyContent: "space-between" }}>
                 <Text style={[homeTypography.slotTitle, { color: colors.text }]} numberOfLines={2}>
                   {itemTitle(item)}
                 </Text>
diff --git a/src/components/home/HomeHero.tsx b/src/components/home/HomeHero.tsx
index 90f53d8..15dc2a4 100644
--- a/src/components/home/HomeHero.tsx
+++ b/src/components/home/HomeHero.tsx
@@ -17,7 +17,8 @@ import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
-import { ACTION_GAP, CTA_HEIGHT, CTA_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
+import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
+import { ACTION_GAP, CTA_HORIZONTAL_PADDING, HOME_CTA_HEIGHT, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -25,27 +26,21 @@ import type { DailyOutfitRecord } from "@/src/utils/dailyOutfits";
 
 type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
 
+const HERO_SECTION_GAP = 16;
+const HERO_CARD_GAP = 12;
+const HERO_STACK_GAP = 10;
+const HERO_TIGHT_GAP = 8;
+
 function itemForSlot(record: DailyOutfitRecord | null, itemsById: Map<string, ClothingItem>, slot: SlotKey) {
   const itemId = record?.plannedOutfit?.itemsByCategory?.[slot] ?? record?.wornOutfit?.itemsByCategory?.[slot] ?? null;
   return itemId ? itemsById.get(itemId) ?? null : null;
 }
 
-function slotLabel(slot: SlotKey) {
-  if (slot === "shoes") return "Shoes";
-  return slot.charAt(0).toUpperCase() + slot.slice(1);
-}
-
-function slotVerb(slot: SlotKey) {
-  if (slot === "outerwear") return "Layer";
-  if (slot === "top") return "Anchor";
-  if (slot === "bottom") return "Ground";
-  return "Finish";
-}
-
 function previewImageFrame(slot: SlotKey) {
-  if (slot === "outerwear") return { width: "108%" as const, height: "104%" as const };
+  if (slot === "outerwear") return { width: "94%" as const, height: "92%" as const };
   if (slot === "shoes") return { width: "84%" as const, height: "76%" as const };
-  return { width: "106%" as const, height: "102%" as const };
+  if (slot === "bottom") return { width: "92%" as const, height: "94%" as const };
+  return { width: "94%" as const, height: "92%" as const };
 }
 
 function IridecentHeroLine({ colors }: { colors: AppColors }) {
@@ -78,6 +73,7 @@ function IridecentHeroLine({ colors }: { colors: AppColors }) {
           left: 0,
           height: 1,
           overflow: "hidden",
+          opacity: 0.2,
           zIndex: 4,
         },
         lineStyle,
@@ -125,18 +121,14 @@ export default function HomeHero({
   const hasPlan = !!record?.plannedOutfit;
   const hasWorn = !!record?.wornOutfit;
   const slots: SlotKey[] = ["outerwear", "top", "bottom", "shoes"];
-  const previewTileHeight = layout.screenSize === "compact" ? 104 : layout.screenSize === "large" ? 120 : 112;
-  const cardPadding = layout.screenSize === "compact" ? 16 : 18;
+  const previewTileHeight = layout.screenSize === "compact" ? 100 : layout.screenSize === "large" ? 116 : 108;
+  const cardPadding = layout.screenSize === "compact" ? 14 : 16;
   const visibleGuidancePhrases = guidancePhrases.slice(0, 2);
-  const primaryLabel = "Style me now";
-  const secondaryLabel = "3 directions";
+  const primaryLabel = "Style me today";
+  const secondaryLabel = "Show 3 options";
   const statusEyebrow = hasWorn ? "ON YOU TODAY" : hasPlan ? "PLANNED FOR TODAY" : "AURA READY";
-  const title = hasWorn ? "Today's look is locked." : hasPlan ? "Today's look is ready." : "Your next look starts here.";
-  const subtitle = hasWorn
-    ? "Everything is already lined up. Reopen the look fast, refine it, or push it in a sharper direction."
-    : hasPlan
-      ? "A polished outfit is already waiting. Wear it as-is or have AURA tighten the direction."
-      : "Open Wardrobe AI like your personal fitting room. Get a wearable look for right now, not another generic plan.";
+  const title = hasWorn ? "Your outfit is ready." : "Ready when you are.";
+  const subtitle = "Your look is set. Wear it now, refine the vibe, or ask AURA for another direction.";
 
   const previewSlots = slots
     .map((slot) => ({ slot, item: itemForSlot(record, itemsById, slot) }))
@@ -144,8 +136,8 @@ export default function HomeHero({
   const previewEntries = previewSlots.slice(0, 4);
 
   return (
-      <View style={{ gap: 12 }}>
-      <View style={{ gap: 7 }}>
+    <View style={{ gap: HERO_SECTION_GAP }}>
+      <View style={{ gap: HERO_TIGHT_GAP }}>
         <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, fontWeight: "700" }]} numberOfLines={1} ellipsizeMode="tail">
           {greeting}
         </Text>
@@ -168,36 +160,43 @@ export default function HomeHero({
         </Text>
       </View>
 
-        <AuraGlassCard
-          warmHero
-          intensity={34}
-          style={{
-            borderRadius: layout.largeRadius,
-            shadowColor: colors.lightPurple,
-            shadowOpacity: 0.16,
-            shadowRadius: 34,
-            shadowOffset: { width: 0, height: 18 },
-          }}
-          contentStyle={{
-            backgroundColor: "rgba(18,18,28,0.74)",
-            borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.10)",
-          }}
-        >
+      <AuraGlassCard
+        warmHero
+        intensity={36}
+        style={{
+          borderRadius: layout.largeRadius,
+          shadowColor: "#000",
+          shadowOpacity: 0.18,
+          shadowRadius: 24,
+          shadowOffset: { width: 0, height: 18 },
+        }}
+        contentStyle={{
+          backgroundColor: "rgba(9,0,11,0.34)",
+          borderColor: "rgba(251,228,216,0.05)",
+          borderWidth: 1,
+        }}
+      >
         <IridecentHeroLine colors={colors} />
         <LinearGradient
           pointerEvents="none"
-          colors={["rgba(124,92,255,0.12)", "rgba(255,255,255,0.025)", "rgba(18,18,28,0.02)"]}
+          colors={["rgba(251,228,216,0.040)", "rgba(82,43,91,0.024)", "rgba(9,0,11,0.12)"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
           style={{ position: "absolute", inset: 0 }}
         />
         <LinearGradient
           pointerEvents="none"
-          colors={["rgba(255,255,255,0.12)", "rgba(255,255,255,0.02)", "transparent"]}
+          colors={["rgba(255,255,255,0.060)", "rgba(251,228,216,0.010)", "transparent"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 0, y: 1 }}
-          style={{ position: "absolute", top: 0, left: 0, right: 0, height: 72, opacity: 0.48 }}
+          style={{ position: "absolute", top: 0, left: 0, right: 0, height: 88, opacity: 0.36 }}
+        />
+        <LinearGradient
+          pointerEvents="none"
+          colors={["rgba(255,255,255,0.050)", "rgba(251,228,216,0.010)", "transparent"]}
+          start={{ x: 0.05, y: 0.15 }}
+          end={{ x: 0.95, y: 0.9 }}
+          style={{ position: "absolute", inset: 0, opacity: 0.28 }}
         />
         <View
           pointerEvents="none"
@@ -207,29 +206,27 @@ export default function HomeHero({
             left: 18,
             right: 18,
             height: 1,
-            backgroundColor: "rgba(255,255,255,0.12)",
+            backgroundColor: "rgba(251,228,216,0.05)",
           }}
         />
-        <View style={{ minHeight: layout.heroHeight + 18, padding: cardPadding, gap: 18, justifyContent: "space-between" }}>
-          <View style={{ gap: 14 }}>
-            <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
-              <View
-                style={{
-                  paddingHorizontal: 12,
-                  paddingVertical: 6,
-                  borderRadius: layout.pillRadius,
-                  backgroundColor: colors.chipBackground,
-                  borderWidth: 1,
-                  borderColor: colors.border,
-                }}
-              >
-                <Text style={[homeTypography.label, { color: colors.lightPurple, opacity: 0.7 }]}>
-                  {statusEyebrow}
-                </Text>
-              </View>
-            </View>
+        <View
+          pointerEvents="none"
+          style={{
+            position: "absolute",
+            top: 18,
+            bottom: 18,
+            left: 1,
+            width: 1,
+            backgroundColor: "rgba(251,228,216,0.04)",
+          }}
+        />
+        <View style={{ minHeight: layout.heroHeight + 4, padding: cardPadding, gap: HERO_CARD_GAP, justifyContent: "space-between" }}>
+          <View style={{ gap: HERO_STACK_GAP }}>
+            <Text style={[homeTypography.label, { color: colors.lightPurple, opacity: 0.7, fontSize: 11.5, lineHeight: 15, letterSpacing: 1.2 }]}>
+              {statusEyebrow}
+            </Text>
 
-            <View style={{ gap: 8 }}>
+            <View style={{ gap: HERO_TIGHT_GAP }}>
               <Text
                 style={[
                   homeTypography.titleMedium,
@@ -260,79 +257,55 @@ export default function HomeHero({
                   style={{
                     flexDirection: "row",
                     flexWrap: "wrap",
-                    gap: 10,
+                    gap: HERO_TIGHT_GAP,
                   }}
                 >
                   {previewEntries.map(({ slot, item }) => {
-                      const imageUri = getItemImageUrl(item, { variant: "thumb" });
-                      const imagePresentation = getItemImagePresentation(item, {
-                        surface: "home_today",
-                      });
-                      const featured = slot === "outerwear";
-
-                      return (
-                        <View
-                          key={slot}
-                          style={{
-                            flexBasis: "47.5%",
-                            flexGrow: 1,
-                            minHeight: previewTileHeight,
-                            borderRadius: layout.mediumRadius,
-                            backgroundColor: featured ? colors.surface : colors.surfaceSoft,
-                            borderWidth: 1,
-                            borderColor: featured ? colors.borderStrong : colors.border,
-                            overflow: "hidden",
-                          }}
-                        >
-                          <LinearGradient
-                            pointerEvents="none"
-                            colors={["rgba(255,255,255,0.04)", "rgba(255,255,255,0.00)", "rgba(0,0,0,0.10)"]}
-                            start={{ x: 0, y: 0 }}
-                            end={{ x: 0, y: 1 }}
-                            style={{ position: "absolute", inset: 0 }}
-                          />
-                          <View
-                            style={{
-                              position: "absolute",
-                              left: 10,
-                              top: 9,
-                              zIndex: 2,
-                              paddingHorizontal: 9,
-                              paddingVertical: 4,
-                              borderRadius: 999,
-                              backgroundColor: colors.dockBackground,
-                              borderWidth: 1,
-                              borderColor: colors.border,
-                            }}
-                          >
-                            <Text style={[homeTypography.label, { color: featured ? colors.lightPurple : colors.textSecondary, opacity: featured ? 0.78 : 0.72 }]}>
-                              {slotVerb(slot)}
-                            </Text>
-                          </View>
-                          <View style={{ flex: 1, paddingHorizontal: 0, paddingTop: 20, paddingBottom: 14, alignItems: "center", justifyContent: "center" }}>
-                            {imageUri ? (
-                              <AppImage
-                                source={{
-                                  uri: imageUri,
-                                }}
-                                style={[previewImageFrame(slot), imagePresentation.imageStyle]}
-                                resizeMode="contain"
-                              />
-                            ) : null}
-                          </View>
-                          <View style={{ position: "absolute", left: 12, right: 12, bottom: 10 }}>
-                            <Text style={[homeTypography.slotTitle, { color: colors.text }]} numberOfLines={1}>
-                              {slotLabel(slot)}
-                            </Text>
-                          </View>
+                    const imageUri = getItemImageUrl(item, { variant: "thumb" });
+                    const imagePresentation = getItemImagePresentation(item, {
+                      surface: "home_today",
+                    });
+                    return (
+                      <View
+                        key={slot}
+                        style={{
+                          flexBasis: "47.5%",
+                          flexGrow: 1,
+                          minHeight: previewTileHeight,
+                          borderRadius: layout.mediumRadius,
+                          backgroundColor: colors.boardLight,
+                          borderWidth: 1,
+                          borderColor: colors.borderWarm,
+                          overflow: "hidden",
+                          padding: HERO_TIGHT_GAP,
+                        }}
+                      >
+                        <LinearGradient
+                          pointerEvents="none"
+                          colors={["rgba(255,255,255,0.10)", "rgba(251,228,216,0.00)", "rgba(25,0,25,0.05)"]}
+                          start={{ x: 0, y: 0 }}
+                          end={{ x: 0, y: 1 }}
+                          style={{ position: "absolute", inset: 0 }}
+                        />
+                        <View style={{ flex: 1, paddingHorizontal: 2, alignItems: "center", justifyContent: "center" }}>
+                          {imageUri ? (
+                            <AppImage
+                              source={{
+                                uri: imageUri,
+                              }}
+                              style={[previewImageFrame(slot), imagePresentation.imageStyle]}
+                              resizeMode="contain"
+                            />
+                          ) : null}
                         </View>
-                      );
-                    })}
+                      </View>
+                    );
+                  })}
                 </View>
               ) : null
             ) : (
-              <View style={{ gap: 8, paddingTop: 1 }}>
-                <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+              <View style={{ gap: HERO_TIGHT_GAP }}>
+                <View style={{ flexDirection: "row", flexWrap: "wrap", gap: HERO_TIGHT_GAP }}>
                   {visibleGuidancePhrases.map((phrase) => (
                     <View
                       key={phrase}
@@ -364,9 +337,7 @@ export default function HomeHero({
                   paddingHorizontal: 11,
                   paddingVertical: 6,
                   borderRadius: layout.pillRadius,
-                  backgroundColor: colors.surfaceSoft,
-                  borderWidth: 1,
-                  borderColor: colors.border,
+                  ...auraSurfaceTiers.surfaceInteractive,
                 }}
               >
                 <Text style={[homeTypography.caption, { color: colors.textSecondary }]} numberOfLines={1} ellipsizeMode="tail">
@@ -386,7 +357,14 @@ export default function HomeHero({
                 innerBackgroundColor={colors.ctaCream}
                 innerOverlayColors={["rgba(255,255,255,0.14)", "rgba(255,255,255,0.04)"]}
                 labelStyle={{ fontSize: 16.5, lineHeight: 21, fontWeight: "900" }}
-                style={{ minHeight: CTA_HEIGHT, borderRadius: PILL_RADIUS }}
+                style={{
+                  height: HOME_CTA_HEIGHT,
+                  minHeight: HOME_CTA_HEIGHT,
+                  borderRadius: PILL_RADIUS,
+                  shadowOpacity: 0.055,
+                  shadowRadius: 8,
+                  shadowOffset: { width: 0, height: 5 },
+                }}
               />
             </View>
             <AuraPressable
@@ -397,19 +375,21 @@ export default function HomeHero({
               pressedOpacity={0.9}
               containerStyle={{ flex: 1 }}
               style={{
+                ...auraButtonStyle(colors, "secondary"),
                 borderRadius: PILL_RADIUS,
-                minHeight: CTA_HEIGHT,
+                height: HOME_CTA_HEIGHT,
+                minHeight: HOME_CTA_HEIGHT,
                 paddingHorizontal: CTA_HORIZONTAL_PADDING,
                 alignItems: "center",
                 justifyContent: "center",
-                backgroundColor: colors.surfaceSoft,
+                backgroundColor: "rgba(9,0,11,0.22)",
                 borderWidth: 1,
-                borderColor: colors.border,
+                borderColor: "rgba(251,228,216,0.20)",
               }}
             >
               <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "center", gap: 8 }}>
                 <Ionicons name="git-branch-outline" size={15} color={colors.text} />
-                <Text style={[homeTypography.buttonText, { color: colors.text, textAlign: "center" }]} numberOfLines={1}>
+                <Text style={auraButtonTextStyle(colors, "secondary")} numberOfLines={1}>
                   {secondaryLabel}
                 </Text>
               </View>
diff --git a/src/components/home/InsightCard.tsx b/src/components/home/InsightCard.tsx
index 488389f..aac2a6e 100644
--- a/src/components/home/InsightCard.tsx
+++ b/src/components/home/InsightCard.tsx
@@ -4,6 +4,8 @@ import { Text, View } from "react-native";
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
+import { CTA_HEIGHT, CTA_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export default function InsightCard({
@@ -27,9 +29,7 @@ export default function InsightCard({
       style={{
         borderRadius: layout.mediumRadius,
         padding: layout.cardPadding,
-        backgroundColor: colors.surfaceElevated,
-        borderWidth: 1,
-        borderColor: colors.border,
+        ...auraSurfaceTiers.surfaceBase,
         gap: 12,
       }}
     >
@@ -43,13 +43,14 @@ export default function InsightCard({
           style={{
             alignSelf: "flex-start",
             marginTop: 2,
-            borderRadius: layout.pillRadius,
-            backgroundColor: colors.ctaCream,
-            paddingHorizontal: 12,
-            paddingVertical: 8,
+            ...auraButtonStyle(colors, "primary"),
+            borderRadius: PILL_RADIUS,
+            minHeight: CTA_HEIGHT,
+            paddingHorizontal: CTA_HORIZONTAL_PADDING,
+            paddingVertical: 0,
           }}
         >
-          <Text style={[homeTypography.caption, { color: colors.ctaText, fontWeight: "700" }]} numberOfLines={1} ellipsizeMode="tail">{ctaLabel} →</Text>
+          <Text style={[auraButtonTextStyle(colors, "primary"), { fontSize: 13, lineHeight: 17 }]} numberOfLines={1} ellipsizeMode="tail">{ctaLabel} →</Text>
         </View>
       ) : null}
     </View>
diff --git a/src/components/home/QuickActionRail.tsx b/src/components/home/QuickActionRail.tsx
index 172d479..ed0b05a 100644
--- a/src/components/home/QuickActionRail.tsx
+++ b/src/components/home/QuickActionRail.tsx
@@ -6,6 +6,7 @@ import { Text, View } from "react-native";
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
 import { ACTION_GAP, CHIP_BORDER_WIDTH, CHIP_HEIGHT, CHIP_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -20,6 +21,7 @@ function iconForAction(key: string, label: string): keyof typeof Ionicons.glyphM
   if (value.includes("today")) return "sunny-outline";
   if (value.includes("direction")) return "albums-outline";
   if (value.includes("fix")) return "sparkles-outline";
+  if (value.includes("dress")) return "diamond-outline";
   if (value.includes("missing")) return "add-circle-outline";
   if (value.includes("unworn")) return "refresh-circle-outline";
   return "arrow-forward-circle-outline";
@@ -29,16 +31,58 @@ export default function QuickActionRail({
   colors,
   actions,
   onPressAction,
+  variant = "featured",
 }: {
   colors: AppColors;
   actions: QuickActionItem[];
   onPressAction: (action: QuickActionItem) => void;
+  variant?: "featured" | "compact";
 }) {
   const layout = useResponsiveLayout();
   const [primaryAction, ...secondaryActions] = actions;
 
   if (!primaryAction) return null;
 
+  if (variant === "compact") {
+    return (
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: ACTION_GAP }}>
+        {actions.map((action) => (
+          <AuraPressable
+            key={action.key}
+            onPress={() => onPressAction(action)}
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.96}
+            pressedOpacity={0.88}
+            style={{
+              borderRadius: PILL_RADIUS,
+              height: CHIP_HEIGHT,
+              minHeight: CHIP_HEIGHT,
+              alignItems: "center",
+              justifyContent: "center",
+              paddingHorizontal: CHIP_HORIZONTAL_PADDING + 2,
+              paddingVertical: 0,
+              backgroundColor: colors.chipBackground,
+              borderWidth: CHIP_BORDER_WIDTH,
+              borderColor: "rgba(251,228,216,0.075)",
+            }}
+          >
+            <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+              <Ionicons
+                name={iconForAction(action.key, action.label)}
+                size={13}
+                color={colors.textSecondary}
+              />
+              <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, fontSize: 13, fontWeight: "800" }]}>
+                {action.label}
+              </Text>
+            </View>
+          </AuraPressable>
+        ))}
+      </View>
+    );
+  }
+
   return (
     <View style={{ gap: 12 }}>
       <AuraPressable
@@ -50,17 +94,15 @@ export default function QuickActionRail({
         style={{
           borderRadius: layout.largeRadius,
           overflow: "hidden",
-          backgroundColor: "rgba(18,18,28,0.76)",
-          borderWidth: 1,
-          borderColor: "rgba(255,255,255,0.10)",
-          shadowColor: colors.lightPurple,
-          shadowOpacity: 0.1,
-          shadowRadius: 24,
-          shadowOffset: { width: 0, height: 12 },
+          ...auraSurfaceTiers.surfaceRaised,
+          shadowColor: colors.ctaCream,
+          shadowOpacity: 0.035,
+          shadowRadius: 10,
+          shadowOffset: { width: 0, height: 8 },
         }}
       >
         <LinearGradient
-          colors={["rgba(255,255,255,0.08)", "rgba(124,92,255,0.06)", "rgba(237,233,227,0.024)"]}
+          colors={["rgba(251,228,216,0.025)", "rgba(223,182,178,0.04)", "rgba(9,0,11,0.04)"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
           style={{ paddingHorizontal: 18, paddingVertical: 15, gap: 8 }}
@@ -68,7 +110,7 @@ export default function QuickActionRail({
           <Text style={[homeTypography.label, { color: colors.ctaCream, letterSpacing: 0.95, opacity: 0.78 }]}>
             START HERE
           </Text>
-          <View style={{ flexDirection: "row", alignItems: "center", gap: 11 }}>
+          <View style={{ flexDirection: "row", alignItems: "center", gap: ACTION_GAP }}>
             <Ionicons name={iconForAction(primaryAction.key, primaryAction.label)} size={17} color={colors.textPrimary} />
             <Text style={[homeTypography.titleSmall, { color: colors.textPrimary }]}>
               {primaryAction.label}
@@ -97,16 +139,16 @@ export default function QuickActionRail({
                 paddingVertical: 0,
                 backgroundColor: colors.chipBackground,
                 borderWidth: CHIP_BORDER_WIDTH,
-                borderColor: "rgba(255,255,255,0.055)",
+                borderColor: "rgba(251,228,216,0.075)",
               }}
             >
-              <View style={{ flexDirection: "row", alignItems: "center", gap: 9 }}>
+              <View style={{ flexDirection: "row", alignItems: "center", gap: ACTION_GAP }}>
                 <Ionicons
                   name={iconForAction(action.key, action.label)}
                   size={14}
                   color={colors.textSecondary}
                 />
-                <Text style={[homeTypography.bodySmall, { color: colors.text, fontSize: 13, fontWeight: "800" }]}>
+                <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, fontSize: 13, fontWeight: "800" }]}>
                   {action.label}
                 </Text>
               </View>
diff --git a/src/components/home/SmartToolsGrid.tsx b/src/components/home/SmartToolsGrid.tsx
index 197577b..ca95443 100644
--- a/src/components/home/SmartToolsGrid.tsx
+++ b/src/components/home/SmartToolsGrid.tsx
@@ -16,30 +16,124 @@ export type SmartTool = {
   onPress: () => void;
 };
 
+const GRID_GAP = 12;
+const HEADER_GAP = 4;
+const TILE_GAP = 8;
+const COMPACT_GRID_COLUMNS = 3;
+
 export default function SmartToolsGrid({
   colors,
   tools,
   columns,
+  compact = false,
 }: {
   colors: AppColors;
   tools: SmartTool[];
   columns?: number;
+  compact?: boolean;
 }) {
   const layout = useResponsiveLayout();
-  const gap = 12;
   const preferredColumns = columns ?? layout.smartGridColumns;
   const availableWidth = layout.width - layout.horizontalPadding * 2;
   const minTileWidth = layout.screenSize === "large" ? 168 : 148;
-  const maxColumns = Math.max(1, Math.floor((availableWidth + gap) / (minTileWidth + gap)));
+  const maxColumns = Math.max(1, Math.floor((availableWidth + GRID_GAP) / (minTileWidth + GRID_GAP)));
   const gridColumns = Math.min(preferredColumns, maxColumns);
-  const tileWidth = (availableWidth - gap * (gridColumns - 1)) / gridColumns;
-  const tileHeight =
-    layout.smartToolHeight +
-    (layout.screenSize === "compact" ? 40 : layout.screenSize === "large" ? 44 : 38);
+  const tileWidth = (availableWidth - GRID_GAP * (gridColumns - 1)) / gridColumns;
+  const tileHeight = compact
+    ? layout.screenSize === "compact" ? 82 : layout.screenSize === "large" ? 94 : 88
+    : layout.smartToolHeight +
+      (layout.screenSize === "compact" ? 40 : layout.screenSize === "large" ? 44 : 38);
+  const compactRows = React.useMemo(() => {
+    if (!compact) return [];
+    const rows: SmartTool[][] = [];
+    for (let index = 0; index < tools.length; index += COMPACT_GRID_COLUMNS) {
+      rows.push(tools.slice(index, index + COMPACT_GRID_COLUMNS));
+    }
+    return rows;
+  }, [compact, tools]);
+
+  const renderTool = (tool: SmartTool) => {
+    const isSoon = tool.badge === "Soon";
+    return (
+      <AuraPressable
+        key={tool.key}
+        onPress={tool.onPress}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.975}
+        pressedOpacity={isSoon ? 0.92 : 0.86}
+        containerStyle={
+          compact
+            ? { flex: 1, height: tileHeight, minWidth: 0 }
+            : { width: tileWidth, height: tileHeight }
+        }
+        style={{
+          flex: 1,
+          borderRadius: compact ? 18 : layout.mediumRadius,
+          padding: compact ? 8 : layout.cardPadding,
+          backgroundColor: compact ? "transparent" : colors.surface,
+          borderWidth: compact ? 0 : 1,
+          borderColor: compact ? "transparent" : colors.border,
+          opacity: isSoon ? 0.9 : 1,
+          justifyContent: "center",
+          alignItems: compact ? "center" : "stretch",
+          gap: compact ? TILE_GAP : 0,
+        }}
+      >
+        <View style={{ width: "100%", flexDirection: "row", alignItems: "center", justifyContent: compact ? "center" : "space-between" }}>
+          <View
+            style={{
+              width: compact ? 42 : 38,
+              height: compact ? 42 : 38,
+              borderRadius: 999,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: compact ? colors.chipBackground : colors.surfaceSoft,
+              borderWidth: compact ? 0.75 : 1,
+              borderColor: compact ? "rgba(251,228,216,0.08)" : colors.borderSoft,
+            }}
+          >
+            <MaterialCommunityIcons name={tool.icon} size={compact ? 30 : 22} color={isSoon ? colors.textSecondary : colors.text} />
+          </View>
+          {tool.badge && !compact ? (
+            <View
+              style={{
+                paddingHorizontal: compact ? 7 : 8,
+                paddingVertical: compact ? 3 : 4,
+                borderRadius: 999,
+                backgroundColor: isSoon ? colors.chipBackground : colors.purpleSurface,
+                borderWidth: 1,
+                borderColor: isSoon ? colors.border : colors.purpleBorder,
+              }}
+            >
+              <Text style={[homeTypography.label, { color: isSoon ? colors.textSecondary : colors.lightPurple }]} numberOfLines={1} ellipsizeMode="tail">
+                {tool.badge}
+              </Text>
+            </View>
+          ) : null}
+        </View>
+        <View style={{ gap: compact ? 0 : 4, alignItems: compact ? "center" : "flex-start" }}>
+          <Text style={[homeTypography.titleSmall, { color: isSoon ? colors.textSecondary : colors.text, fontSize: compact ? 12.5 : 16, lineHeight: compact ? 16 : 21, textAlign: compact ? "center" : "left" }]} numberOfLines={1} ellipsizeMode="tail">
+            {tool.title}
+          </Text>
+          {compact ? null : (
+            <>
+              <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.68 }]} numberOfLines={2} ellipsizeMode="tail">
+                {tool.subtitle}
+              </Text>
+              <Text style={[homeTypography.caption, { color: isSoon ? colors.textSecondary : colors.text, fontWeight: "600", marginTop: 2 }]} numberOfLines={1}>
+                Open →
+              </Text>
+            </>
+          )}
+        </View>
+      </AuraPressable>
+    );
+  };
 
   return (
-    <View style={{ gap: 12 }}>
-      <View style={{ gap: 3 }}>
+    <View style={{ gap: compact ? GRID_GAP : 16 }}>
+      <View style={{ gap: HEADER_GAP }}>
         <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
           <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Support tools</Text>
           <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Secondary</Text>
@@ -48,72 +142,26 @@ export default function SmartToolsGrid({
           Care, gaps, and planning support when you want to tighten the system around the look.
         </Text>
       </View>
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap }}>
-        {tools.map((tool) => {
-          const isSoon = tool.badge === "Soon";
-          return (
-            <AuraPressable
-              key={tool.key}
-              onPress={tool.onPress}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.975}
-              pressedOpacity={isSoon ? 0.92 : 0.86}
-              style={{
-                width: tileWidth,
-                height: tileHeight,
-                borderRadius: layout.mediumRadius,
-                padding: layout.cardPadding,
-                backgroundColor: isSoon ? colors.surfaceSoft : colors.surface,
-                borderWidth: 1,
-                borderColor: colors.border,
-                opacity: isSoon ? 0.9 : 1,
-                justifyContent: "space-between",
-              }}
-            >
-              <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
+      {compact ? (
+        <View style={{ gap: GRID_GAP }}>
+          {compactRows.map((row, rowIndex) => (
+            <View key={row.map((tool) => tool.key).join("-")} style={{ flexDirection: "row", gap: GRID_GAP }}>
+              {row.map(renderTool)}
+              {Array.from({ length: COMPACT_GRID_COLUMNS - row.length }).map((_, spacerIndex) => (
                 <View
-                  style={{
-                    width: 38,
-                    height: 38,
-                    borderRadius: 19,
-                    alignItems: "center",
-                    justifyContent: "center",
-                    backgroundColor: colors.surfaceSoft,
-                  }}
-                >
-                  <MaterialCommunityIcons name={tool.icon} size={22} color={isSoon ? colors.textSecondary : colors.text} />
-                </View>
-                {tool.badge ? (
-                  <View
-                    style={{
-                      paddingHorizontal: 8,
-                      paddingVertical: 4,
-                      borderRadius: 999,
-                      backgroundColor: isSoon ? colors.chipBackground : colors.purpleSurface,
-                    }}
-                  >
-                    <Text style={[homeTypography.label, { color: isSoon ? colors.textSecondary : colors.lightPurple }]} numberOfLines={1} ellipsizeMode="tail">
-                      {tool.badge}
-                    </Text>
-                  </View>
-                ) : null}
-              </View>
-              <View style={{ gap: 4 }}>
-                <Text style={[homeTypography.titleSmall, { color: isSoon ? colors.textSecondary : colors.text, fontSize: 16, lineHeight: 21 }]} numberOfLines={1} ellipsizeMode="tail">
-                  {tool.title}
-                </Text>
-                <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.68 }]} numberOfLines={2} ellipsizeMode="tail">
-                  {tool.subtitle}
-                </Text>
-                <Text style={[homeTypography.caption, { color: isSoon ? colors.textSecondary : colors.text, fontWeight: "600", marginTop: 2 }]} numberOfLines={1}>
-                  Open →
-                </Text>
-              </View>
-            </AuraPressable>
-          );
-        })}
-      </View>
+                  key={`support-tool-spacer-${rowIndex}-${spacerIndex}`}
+                  pointerEvents="none"
+                  style={{ flex: 1, height: tileHeight, minWidth: 0 }}
+                />
+              ))}
+            </View>
+          ))}
+        </View>
+      ) : (
+        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: GRID_GAP }}>
+          {tools.map(renderTool)}
+        </View>
+      )}
     </View>
   );
 }
diff --git a/src/components/home/TodayOutfitCard.tsx b/src/components/home/TodayOutfitCard.tsx
index dcaff1f..3e89f5c 100644
--- a/src/components/home/TodayOutfitCard.tsx
+++ b/src/components/home/TodayOutfitCard.tsx
@@ -6,6 +6,7 @@ import type { AppColors } from "@/constants/theme";
 import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -83,12 +84,12 @@ export default function TodayOutfitCard({
                   style={{
                     height: 92,
                     borderRadius: layout.mediumRadius,
-                    backgroundColor: colors.surface,
+                    backgroundColor: colors.boardLight,
                     alignItems: "center",
                     justifyContent: "center",
                     padding: 8,
                     borderWidth: 1,
-                    borderColor: "rgba(255,255,255,0.06)",
+                    borderColor: colors.borderWarm,
                   }}
                 >
                   {imageUri ? (
@@ -134,18 +135,16 @@ export default function TodayOutfitCard({
         <Pressable
           onPress={onAskStylist}
           style={({ pressed }) => ({
+            ...auraButtonStyle(colors, "secondary"),
             flex: 1,
             borderRadius: layout.mediumRadius,
             paddingVertical: 13,
             alignItems: "center",
             justifyContent: "center",
-            backgroundColor: "rgba(255,255,255,0.04)",
-            borderWidth: 1,
-            borderColor: "rgba(243,223,195,0.14)",
             opacity: pressed ? 0.82 : 1,
           })}
         >
-          <Text style={[homeTypography.buttonText, { color: colors.text }]} numberOfLines={1} ellipsizeMode="tail">Ask Stylist</Text>
+          <Text style={auraButtonTextStyle(colors, "secondary")} numberOfLines={1} ellipsizeMode="tail">Ask Stylist</Text>
         </Pressable>
       </View>
       </View>
diff --git a/src/components/insights/AuraInsightsDashboard.tsx b/src/components/insights/AuraInsightsDashboard.tsx
new file mode 100644
index 0000000..9cbd2a8
--- /dev/null
+++ b/src/components/insights/AuraInsightsDashboard.tsx
@@ -0,0 +1,984 @@
+import { Ionicons } from "@expo/vector-icons";
+import React, { useMemo } from "react";
+import {
+  ActivityIndicator,
+  ScrollView,
+  Text,
+  View,
+  type DimensionValue,
+} from "react-native";
+
+import type { AppColors } from "@/constants/theme";
+import AppImage from "@/src/components/common/AppImage";
+import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import { auraButtonStyle, auraButtonTextStyle, auraTypography } from "@/src/components/ui/auraStylePrimitives";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { getBestThumbnailImageSource, getItemImagePresentation } from "@/src/lib/itemImage";
+import type {
+  MissingPieceInsight,
+  WardrobeCategoryInsight,
+  WardrobeInsights,
+  WardrobeItemUseInsight,
+} from "@/src/lib/wardrobeInsights";
+import { sanitizeDisplayText } from "@/src/lib/text";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+
+export type InsightPeriodKey = "30d" | "90d" | "all";
+
+export const INSIGHT_PERIOD_OPTIONS: { key: InsightPeriodKey; label: string }[] = [
+  { key: "30d", label: "30 days" },
+  { key: "90d", label: "90 days" },
+  { key: "all", label: "All time" },
+];
+
+const INSIGHTS_BACKGROUND = "#09000B";
+const INSIGHTS_CARD_BACKGROUND = "rgba(43,18,76,0.46)";
+const INSIGHTS_CARD_WARM_BACKGROUND = "rgba(43,18,76,0.55)";
+const INSIGHTS_SOFT_SURFACE = "rgba(82,43,91,0.24)";
+const INSIGHTS_ACCENT_SURFACE = "rgba(223,182,178,0.11)";
+
+type AuraInsightsDashboardProps = {
+  insights: WardrobeInsights;
+  loading?: boolean;
+  period: InsightPeriodKey;
+  onPeriodChange: (period: InsightPeriodKey) => void;
+  onBack: () => void;
+  onStyleItem: (item: ClothingItem) => void;
+  onAskAuraWhatToBuy: (missingPieces: MissingPieceInsight[]) => void;
+};
+
+function percentWidth(value: number): DimensionValue {
+  return `${Math.max(0, Math.min(100, value))}%`;
+}
+
+function formatCount(value: number) {
+  return new Intl.NumberFormat(undefined, { maximumFractionDigits: 0 }).format(value);
+}
+
+function formatCurrency(value: number, currency: string, compact = false) {
+  try {
+    return new Intl.NumberFormat(undefined, {
+      style: "currency",
+      currency,
+      notation: compact ? "compact" : "standard",
+      maximumFractionDigits: value >= 100 ? 0 : 2,
+    }).format(value);
+  } catch {
+    return `${currency} ${formatCount(Math.round(value))}`;
+  }
+}
+
+function titleForItem(item: ClothingItem) {
+  return (
+    sanitizeDisplayText(item.name) ||
+    sanitizeDisplayText(item.subCategory) ||
+    sanitizeDisplayText(item.category) ||
+    "Wardrobe piece"
+  );
+}
+
+function categoryForItem(item: ClothingItem) {
+  const raw =
+    sanitizeDisplayText(item.subCategory) ||
+    sanitizeDisplayText(item.category) ||
+    sanitizeDisplayText(item.type) ||
+    "Closet item";
+  return raw.replace(/[_-]+/g, " ");
+}
+
+function Card({
+  title,
+  eyebrow,
+  children,
+  warm = false,
+}: {
+  title: string;
+  eyebrow?: string;
+  children: React.ReactNode;
+  warm?: boolean;
+}) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  return (
+    <AuraGlassCard
+      auraBorder={warm}
+      warmHero={false}
+      intensity={22}
+      contentStyle={{
+        padding: layout.cardPadding + 2,
+        gap: 14,
+        backgroundColor: warm ? INSIGHTS_CARD_WARM_BACKGROUND : INSIGHTS_CARD_BACKGROUND,
+      }}
+    >
+      <View style={{ gap: 5 }}>
+        {eyebrow ? (
+          <Text
+            style={[auraTypography.eyebrow, { color: warm ? colors.ctaCream : colors.lightPurple }]}
+            numberOfLines={1}
+          >
+            {eyebrow}
+          </Text>
+        ) : null}
+        <Text
+          style={[auraTypography.cardTitle, { color: colors.text }]}
+          numberOfLines={2}
+        >
+          {title}
+        </Text>
+      </View>
+      {children}
+    </AuraGlassCard>
+  );
+}
+
+function PeriodChip({
+  label,
+  selected,
+  onPress,
+}: {
+  label: string;
+  selected: boolean;
+  onPress: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <AuraPressable
+      onPress={onPress}
+      haptic="selection"
+      hapticTrigger="press"
+      pressedScale={0.97}
+      style={{
+        minHeight: 36,
+        borderRadius: 999,
+        paddingHorizontal: 13,
+        alignItems: "center",
+        justifyContent: "center",
+        backgroundColor: selected ? colors.purpleSurface : colors.chipBackground,
+        borderWidth: 1,
+        borderColor: selected ? colors.purpleBorder : colors.border,
+      }}
+    >
+      <Text
+        style={[auraTypography.chipLabel, { color: selected ? colors.ctaCream : "rgba(251,228,216,0.78)" }]}
+        numberOfLines={1}
+      >
+        {label}
+      </Text>
+    </AuraPressable>
+  );
+}
+
+function StatTile({
+  label,
+  value,
+  accent = false,
+}: {
+  label: string;
+  value: string;
+  accent?: boolean;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View
+      style={{
+        flexGrow: 1,
+        flexBasis: "45%",
+        minWidth: 126,
+        minHeight: 66,
+        borderRadius: 18,
+        paddingVertical: 10,
+        paddingHorizontal: 12,
+        backgroundColor: accent ? INSIGHTS_ACCENT_SURFACE : INSIGHTS_SOFT_SURFACE,
+        borderWidth: 1,
+        borderColor: accent ? colors.borderWarm : colors.border,
+        gap: 4,
+      }}
+    >
+      <Text
+        style={{
+          color: "rgba(251,228,216,0.76)",
+          fontSize: 11,
+          lineHeight: 15,
+          fontWeight: "700",
+          letterSpacing: 0,
+        }}
+        numberOfLines={1}
+      >
+        {label}
+      </Text>
+      <Text
+        selectable
+        style={{
+          color: colors.text,
+          fontSize: 17,
+          lineHeight: 22,
+          fontWeight: "900",
+          letterSpacing: 0,
+          fontVariant: ["tabular-nums"],
+        }}
+        numberOfLines={1}
+        adjustsFontSizeToFit
+      >
+        {value}
+      </Text>
+    </View>
+  );
+}
+
+function ProgressBar({
+  value,
+  colors,
+}: {
+  value: number;
+  colors: AppColors;
+}) {
+  return (
+    <View
+      style={{
+        height: 9,
+        borderRadius: 999,
+        overflow: "hidden",
+        backgroundColor: "rgba(251,228,216,0.08)",
+        borderWidth: 1,
+        borderColor: "rgba(251,228,216,0.08)",
+      }}
+    >
+      <View
+        style={{
+          width: percentWidth(value),
+          height: "100%",
+          borderRadius: 999,
+          backgroundColor: colors.ctaCream,
+        }}
+      />
+    </View>
+  );
+}
+
+function ClosetHealthCard({ insights }: { insights: WardrobeInsights }) {
+  const { colors } = useAppTheme();
+  const inventoryValue = insights.inventoryValue.hasValue
+    ? formatCurrency(
+        insights.inventoryValue.totalEstimatedValue,
+        insights.inventoryValue.currency,
+        true
+      )
+    : "Add prices";
+
+  return (
+    <Card title="Closet Health Score" eyebrow="WARDROBE READ" warm>
+      <View style={{ gap: 14 }}>
+        <View style={{ flexDirection: "row", alignItems: "flex-end", gap: 8 }}>
+          <Text
+            selectable
+            style={{
+              color: colors.text,
+              fontSize: 56,
+              lineHeight: 60,
+              fontWeight: "900",
+              letterSpacing: 0,
+              fontVariant: ["tabular-nums"],
+            }}
+          >
+            {insights.closetHealthScore}
+          </Text>
+          <Text
+            selectable
+            style={{
+              color: colors.textSecondary,
+              fontSize: 18,
+              lineHeight: 30,
+              fontWeight: "800",
+              letterSpacing: 0,
+            }}
+          >
+            / 100
+          </Text>
+        </View>
+
+        <Text
+          style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}
+        >
+          {insights.closetHealthInsight}
+        </Text>
+
+        <ProgressBar value={insights.closetHealthScore} colors={colors} />
+
+        <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 9 }}>
+          <StatTile label="Items" value={formatCount(insights.totalItemCount)} />
+          <StatTile label="Outfit range" value={formatCount(insights.estimatedOutfitPotential)} />
+          <StatTile label="Inventory value" value={inventoryValue} accent />
+          <StatTile label="Planned / worn" value={formatCount(insights.plannedOrWornCount)} />
+        </View>
+      </View>
+    </Card>
+  );
+}
+
+function InventoryValueCard({ insights }: { insights: WardrobeInsights }) {
+  const { colors } = useAppTheme();
+  const value = insights.inventoryValue;
+
+  return (
+    <Card title="Inventory value" eyebrow="ASSET VIEW">
+      {value.hasValue ? (
+        <View style={{ gap: 14 }}>
+          <View
+            style={{
+              borderRadius: 22,
+              padding: 16,
+              backgroundColor: INSIGHTS_ACCENT_SURFACE,
+              borderWidth: 1,
+              borderColor: colors.borderWarm,
+              gap: 5,
+            }}
+          >
+            <Text
+              selectable
+              style={{
+                color: colors.text,
+                fontSize: 34,
+                lineHeight: 40,
+                fontWeight: "900",
+                letterSpacing: 0,
+                fontVariant: ["tabular-nums"],
+              }}
+              numberOfLines={1}
+              adjustsFontSizeToFit
+            >
+              {formatCurrency(value.totalEstimatedValue, value.currency)}
+            </Text>
+            <Text
+              style={{
+                color: colors.textSecondary,
+                fontSize: 13,
+                lineHeight: 18,
+                fontWeight: "700",
+                letterSpacing: 0,
+              }}
+            >
+              Based on {formatCount(value.displayedPricedItemCount)} priced items
+              {value.hasMixedCurrencies ? ` in ${value.currency}` : ""}
+            </Text>
+          </View>
+
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 9 }}>
+            <StatTile label="Items with value" value={formatCount(value.pricedItemCount)} />
+            <StatTile
+              label="Average item"
+              value={formatCurrency(value.averageItemValue, value.currency, true)}
+            />
+            <StatTile label="Missing value" value={formatCount(value.unpricedItemCount)} />
+          </View>
+
+          <Text
+            style={{
+              color: colors.textSecondary,
+              opacity: 0.82,
+              fontSize: 12.5,
+              lineHeight: 18,
+              fontWeight: "600",
+              letterSpacing: 0,
+            }}
+          >
+            {value.hasMixedCurrencies
+              ? `${formatCount(value.otherCurrencyItemCount)} priced items use another currency and are not included yet. Add prices to improve this estimate.`
+              : "Add prices to improve this estimate."}
+          </Text>
+        </View>
+      ) : (
+        <View
+          style={{
+            borderRadius: 20,
+            padding: 16,
+            backgroundColor: INSIGHTS_SOFT_SURFACE,
+            borderWidth: 1,
+            borderColor: colors.border,
+            gap: 6,
+          }}
+        >
+          <Text
+            style={{
+              color: colors.text,
+              fontSize: 16,
+              lineHeight: 21,
+              fontWeight: "900",
+              letterSpacing: 0,
+            }}
+          >
+            Add item prices to estimate your closet value.
+          </Text>
+          <Text
+            style={{
+              color: colors.textSecondary,
+              fontSize: 13,
+              lineHeight: 19,
+              fontWeight: "500",
+              letterSpacing: 0,
+            }}
+          >
+            AURA will show total worth, average value, and missing prices once items have values.
+          </Text>
+        </View>
+      )}
+    </Card>
+  );
+}
+
+function CategoryBar({ category }: { category: WardrobeCategoryInsight }) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View style={{ gap: 8 }}>
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
+        <Text
+          style={{
+            flex: 1,
+            color: colors.text,
+            fontSize: 13.5,
+            lineHeight: 18,
+            fontWeight: "800",
+            letterSpacing: 0,
+          }}
+          numberOfLines={1}
+        >
+          {category.label}
+        </Text>
+        <Text
+          selectable
+          style={{
+            color: colors.textSecondary,
+            fontSize: 12,
+            lineHeight: 16,
+            fontWeight: "800",
+            letterSpacing: 0,
+            fontVariant: ["tabular-nums"],
+          }}
+          numberOfLines={1}
+        >
+          {category.count} / {category.percentage}%
+        </Text>
+      </View>
+      <View
+        style={{
+          height: 8,
+          borderRadius: 999,
+          overflow: "hidden",
+          backgroundColor: INSIGHTS_SOFT_SURFACE,
+        }}
+      >
+        <View
+          style={{
+            height: "100%",
+            width: percentWidth(category.percentage),
+            minWidth: category.count > 0 ? 8 : 0,
+            borderRadius: 999,
+            backgroundColor: colors.ctaCream,
+          }}
+        />
+      </View>
+    </View>
+  );
+}
+
+function WardrobeMixCard({ insights }: { insights: WardrobeInsights }) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Card title="Wardrobe Mix" eyebrow="CATEGORY BALANCE">
+      <View style={{ gap: 14 }}>
+        <View style={{ gap: 13 }}>
+          {insights.categories.map((category) => (
+            <CategoryBar key={category.key} category={category} />
+          ))}
+        </View>
+        <Text
+          style={{
+            color: colors.textSecondary,
+            fontSize: 13.5,
+            lineHeight: 20,
+            fontWeight: "600",
+            letterSpacing: 0,
+          }}
+        >
+          {insights.wardrobeMixNote}
+        </Text>
+      </View>
+    </Card>
+  );
+}
+
+function ColorIdentityCard({ insights }: { insights: WardrobeInsights }) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Card title="Color Identity" eyebrow="PALETTE">
+      <View style={{ gap: 14 }}>
+        {insights.dominantColors.length ? (
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 9 }}>
+            {insights.dominantColors.map((color) => (
+              <View
+                key={`${color.label}:${color.count}`}
+                style={{
+                  minHeight: 38,
+                  borderRadius: 999,
+                  paddingLeft: 8,
+                  paddingRight: 12,
+                  flexDirection: "row",
+                  alignItems: "center",
+                  gap: 8,
+                  backgroundColor: INSIGHTS_SOFT_SURFACE,
+                  borderWidth: 1,
+                  borderColor: colors.border,
+                }}
+              >
+                <View
+                  style={{
+                    width: 20,
+                    height: 20,
+                    borderRadius: 999,
+                    backgroundColor: color.hex,
+                    borderWidth: 1,
+                    borderColor: "rgba(251,228,216,0.36)",
+                  }}
+                />
+                <Text
+                  style={{
+                    color: colors.text,
+                    fontSize: 12.5,
+                    lineHeight: 16,
+                    fontWeight: "900",
+                    letterSpacing: 0,
+                  }}
+                  numberOfLines={1}
+                >
+                  {color.label}
+                </Text>
+              </View>
+            ))}
+          </View>
+        ) : null}
+        <Text
+          style={{
+            color: colors.textSecondary,
+            fontSize: 13.5,
+            lineHeight: 20,
+            fontWeight: "600",
+            letterSpacing: 0,
+          }}
+        >
+          {insights.colorIdentityText}
+        </Text>
+      </View>
+    </Card>
+  );
+}
+
+function PieceImage({ item }: { item: ClothingItem }) {
+  const { colors } = useAppTheme();
+  const imageSource = useMemo(() => getBestThumbnailImageSource(item), [item]);
+  const imagePresentation = useMemo(
+    () => getItemImagePresentation(item, { surface: "home_continue" }),
+    [item]
+  );
+
+  return (
+    <View
+      style={{
+        width: 58,
+        height: 68,
+        borderRadius: 16,
+        backgroundColor: colors.boardLight,
+        borderWidth: 1,
+        borderColor: "rgba(25,0,25,0.08)",
+        overflow: "hidden",
+        alignItems: "center",
+        justifyContent: "center",
+        padding: 6,
+      }}
+    >
+      {imageSource ? (
+        <AppImage
+          source={imageSource}
+          resizeMode="contain"
+          style={[{ width: "100%", height: "100%" }, imagePresentation.imageStyle]}
+        />
+      ) : (
+        <Ionicons name="shirt-outline" size={24} color={colors.textOnLightSecondary} />
+      )}
+    </View>
+  );
+}
+
+function PieceRow({
+  entry,
+  usageAvailable,
+  actionLabel,
+  onAction,
+}: {
+  entry: WardrobeItemUseInsight;
+  usageAvailable: boolean;
+  actionLabel?: string;
+  onAction?: () => void;
+}) {
+  const { colors } = useAppTheme();
+  const usageLabel = usageAvailable
+    ? entry.usageCount > 0
+      ? `${entry.usageCount} tracked use${entry.usageCount === 1 ? "" : "s"}`
+      : "Ready for rotation"
+    : "Closet-only signal";
+
+  return (
+    <View
+      style={{
+        borderRadius: 20,
+        padding: 10,
+        backgroundColor: INSIGHTS_SOFT_SURFACE,
+        borderWidth: 1,
+        borderColor: colors.border,
+        flexDirection: "row",
+        alignItems: "center",
+        gap: 12,
+      }}
+    >
+      <PieceImage item={entry.item} />
+      <View style={{ flex: 1, minWidth: 0, gap: 4 }}>
+        <Text
+          style={{
+            color: colors.text,
+            fontSize: 14,
+            lineHeight: 18,
+            fontWeight: "900",
+            letterSpacing: 0,
+          }}
+          numberOfLines={2}
+          ellipsizeMode="tail"
+        >
+          {titleForItem(entry.item)}
+        </Text>
+        <Text
+          style={{
+            color: colors.textSecondary,
+            fontSize: 12,
+            lineHeight: 16,
+            fontWeight: "700",
+            letterSpacing: 0,
+          }}
+          numberOfLines={1}
+          ellipsizeMode="tail"
+        >
+          {categoryForItem(entry.item)}
+        </Text>
+        <Text
+          selectable
+          style={{
+            color: colors.ctaCream,
+            fontSize: 11.5,
+            lineHeight: 15,
+            fontWeight: "900",
+            letterSpacing: 0,
+            fontVariant: ["tabular-nums"],
+          }}
+          numberOfLines={1}
+        >
+          {usageLabel}
+        </Text>
+      </View>
+
+      {actionLabel && onAction ? (
+        <AuraPressable
+          onPress={onAction}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.96}
+          style={{
+            ...auraButtonStyle(colors, "primary"),
+            minHeight: 36,
+            borderRadius: 999,
+            paddingHorizontal: 12,
+          }}
+        >
+          <Text
+            style={[auraButtonTextStyle(colors, "primary"), { fontSize: 12, lineHeight: 16 }]}
+            numberOfLines={1}
+          >
+            {actionLabel}
+          </Text>
+        </AuraPressable>
+      ) : null}
+    </View>
+  );
+}
+
+function PiecesCard({
+  title,
+  eyebrow,
+  entries,
+  usageAvailable,
+  emptyText,
+  actionLabel,
+  onAction,
+}: {
+  title: string;
+  eyebrow: string;
+  entries: WardrobeItemUseInsight[];
+  usageAvailable: boolean;
+  emptyText: string;
+  actionLabel?: string;
+  onAction?: (entry: WardrobeItemUseInsight) => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Card title={title} eyebrow={eyebrow}>
+      {entries.length ? (
+        <View style={{ gap: 10 }}>
+          {entries.map((entry) => (
+            <PieceRow
+              key={entry.item.id}
+              entry={entry}
+              usageAvailable={usageAvailable}
+              actionLabel={actionLabel}
+              onAction={onAction ? () => onAction(entry) : undefined}
+            />
+          ))}
+        </View>
+      ) : (
+        <Text
+          style={{
+            color: colors.textSecondary,
+            fontSize: 13.5,
+            lineHeight: 20,
+            fontWeight: "600",
+            letterSpacing: 0,
+          }}
+        >
+          {emptyText}
+        </Text>
+      )}
+    </Card>
+  );
+}
+
+function MissingPiecesCard({
+  insights,
+  onAskAuraWhatToBuy,
+}: {
+  insights: WardrobeInsights;
+  onAskAuraWhatToBuy: (missingPieces: MissingPieceInsight[]) => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Card title="What would unlock more outfits" eyebrow="MISSING PIECES">
+      <View style={{ gap: 14 }}>
+        {insights.missingPieces.length ? (
+          <View style={{ gap: 9 }}>
+            {insights.missingPieces.map((piece) => (
+              <View
+                key={piece.key}
+                style={{
+                  borderRadius: 18,
+                  paddingVertical: 11,
+                  paddingHorizontal: 12,
+                  backgroundColor: INSIGHTS_SOFT_SURFACE,
+                  borderWidth: 1,
+                  borderColor: colors.border,
+                  flexDirection: "row",
+                  alignItems: "center",
+                  gap: 10,
+                }}
+              >
+                <View
+                  style={{
+                    width: 32,
+                    height: 32,
+                    borderRadius: 999,
+                    alignItems: "center",
+                    justifyContent: "center",
+                    backgroundColor: colors.purpleSurface,
+                    borderWidth: 1,
+                    borderColor: colors.purpleBorder,
+                  }}
+                >
+                  <Ionicons name="add" size={16} color={colors.ctaCream} />
+                </View>
+                <View style={{ flex: 1, minWidth: 0 }}>
+                  <Text
+                    style={{
+                      color: colors.text,
+                      fontSize: 13.5,
+                      lineHeight: 18,
+                      fontWeight: "900",
+                      letterSpacing: 0,
+                    }}
+                    numberOfLines={1}
+                  >
+                    {piece.label}
+                  </Text>
+                  <Text
+                    selectable
+                    style={{
+                      color: colors.textSecondary,
+                      fontSize: 12,
+                      lineHeight: 16,
+                      fontWeight: "700",
+                      letterSpacing: 0,
+                      fontVariant: ["tabular-nums"],
+                    }}
+                    numberOfLines={1}
+                  >
+                    {piece.count}/{piece.target} owned - add {piece.missingCount}
+                  </Text>
+                </View>
+              </View>
+            ))}
+          </View>
+        ) : (
+          <Text
+            style={{
+              color: colors.textSecondary,
+              fontSize: 13.5,
+              lineHeight: 20,
+              fontWeight: "600",
+              letterSpacing: 0,
+            }}
+          >
+            Your foundation is covered. AURA can now focus on sharper upgrades instead of basics.
+          </Text>
+        )}
+
+        <AuraPressable
+          onPress={() => onAskAuraWhatToBuy(insights.missingPieces)}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          style={{
+            ...auraButtonStyle(colors, "primary"),
+            minHeight: 46,
+            borderRadius: 999,
+            paddingHorizontal: 16,
+            alignSelf: "flex-start",
+            flexDirection: "row",
+            gap: 8,
+          }}
+        >
+          <Ionicons name="sparkles-outline" size={15} color={colors.ctaText} />
+          <Text
+            style={[auraButtonTextStyle(colors, "primary"), { fontSize: 13, lineHeight: 17 }]}
+            numberOfLines={1}
+          >
+            Ask AURA what to buy
+          </Text>
+        </AuraPressable>
+      </View>
+    </Card>
+  );
+}
+
+export default function AuraInsightsDashboard({
+  insights,
+  loading = false,
+  period,
+  onPeriodChange,
+  onBack,
+  onStyleItem,
+  onAskAuraWhatToBuy,
+}: AuraInsightsDashboardProps) {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  if (loading) {
+    return (
+      <View
+        style={{
+          flex: 1,
+          backgroundColor: INSIGHTS_BACKGROUND,
+        }}
+      >
+        <AuraSubpageHeader
+          title="Insights"
+          eyebrow="AURA INSIGHTS"
+          onBack={onBack}
+          fallbackRoute="/"
+        />
+        <View style={{ flex: 1, alignItems: "center", justifyContent: "center", gap: 12 }}>
+          <ActivityIndicator color={colors.text} />
+          <Text
+            style={{
+              color: colors.textSecondary,
+              fontSize: 14,
+              lineHeight: 20,
+              fontWeight: "600",
+              letterSpacing: 0,
+            }}
+          >
+            Decoding your closet...
+          </Text>
+        </View>
+      </View>
+    );
+  }
+
+  return (
+    <View style={{ flex: 1, backgroundColor: INSIGHTS_BACKGROUND }}>
+      <AuraSubpageHeader
+        title="Insights"
+        eyebrow="AURA INSIGHTS"
+        onBack={onBack}
+        fallbackRoute="/"
+      />
+      <ScrollView
+        contentInsetAdjustmentBehavior="never"
+        showsVerticalScrollIndicator={false}
+        contentContainerStyle={{
+          paddingTop: 12,
+          paddingHorizontal: layout.horizontalPadding,
+          paddingBottom: layout.bottomDockPadding + 44,
+          gap: 16,
+        }}
+      >
+        <View style={{ gap: 12 }}>
+          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 9 }}>
+            {INSIGHT_PERIOD_OPTIONS.map((option) => (
+              <PeriodChip
+                key={option.key}
+                label={option.label}
+                selected={period === option.key}
+                onPress={() => onPeriodChange(option.key)}
+              />
+            ))}
+          </View>
+        </View>
+
+        <ClosetHealthCard insights={insights} />
+        <InventoryValueCard insights={insights} />
+        <WardrobeMixCard insights={insights} />
+        <ColorIdentityCard insights={insights} />
+        <PiecesCard
+          title="MVP Pieces"
+          eyebrow="MOST USEFUL"
+          entries={insights.mostUsefulItems}
+          usageAvailable={insights.usageAvailable}
+          emptyText="Add a few pieces and planned looks so AURA can identify the wardrobe workhorses."
+        />
+        <PiecesCard
+          title="Revive Pieces"
+          eyebrow="QUIETLY WAITING"
+          entries={insights.underusedItems}
+          usageAvailable={insights.usageAvailable}
+          emptyText="No revive picks yet. Once your closet has more pieces, AURA will surface what deserves another look."
+          actionLabel="Style this"
+          onAction={(entry) => onStyleItem(entry.item)}
+        />
+        <MissingPiecesCard insights={insights} onAskAuraWhatToBuy={onAskAuraWhatToBuy} />
+      </ScrollView>
+    </View>
+  );
+}
diff --git a/src/lib/inventoryValue.ts b/src/lib/inventoryValue.ts
new file mode 100644
index 0000000..c8425b1
--- /dev/null
+++ b/src/lib/inventoryValue.ts
@@ -0,0 +1,83 @@
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import { normalizeCurrencyCode } from "@/src/lib/currency";
+
+export type InventoryValueSummary = {
+  total: number;
+  pricedItemCount: number;
+  otherCurrencyItemCount: number;
+};
+
+function parseInventoryAmount(value: unknown): number | null {
+  if (typeof value === "number") {
+    return Number.isFinite(value) && value > 0 ? value : null;
+  }
+  if (typeof value !== "string") return null;
+
+  const text = value.trim();
+  if (!text) return null;
+  const match = text.match(/\d(?:[\d,.]*\d)?/);
+  if (!match) return null;
+
+  const remainder = `${text.slice(0, match.index)}${text.slice((match.index ?? 0) + match[0].length)}`;
+  const unsupportedRemainder = remainder
+    .replace(/\b(?:USD|INR|EUR|GBP|CAD|AUD|AED)\b/gi, "")
+    .replace(/US\$|CA\$|C\$|AU\$|A\$|\$|₹|€|£|د\.إ/gi, "")
+    .replace(/[\s()/-]/g, "");
+  if (unsupportedRemainder) return null;
+
+  const numeric = match[0];
+  const lastComma = numeric.lastIndexOf(",");
+  const lastDot = numeric.lastIndexOf(".");
+  let normalized = numeric;
+  if (lastComma >= 0 && lastDot >= 0) {
+    normalized =
+      lastComma > lastDot
+        ? numeric.replace(/\./g, "").replace(",", ".")
+        : numeric.replace(/,/g, "");
+  } else if (lastComma >= 0) {
+    const decimalDigits = numeric.length - lastComma - 1;
+    normalized = decimalDigits === 2 ? numeric.replace(",", ".") : numeric.replace(/,/g, "");
+  }
+  normalized = normalized.replace(/[^0-9.]/g, "");
+  const amount = Number(normalized);
+  if (!Number.isFinite(amount) || amount <= 0 || amount > 1_000_000) return null;
+  return Math.round(amount * 100) / 100;
+}
+
+export function itemInventoryValue(item: Partial<ClothingItem>): number | null {
+  const candidates = [
+    item.estimatedValue,
+    item.purchasePrice,
+    item.price,
+    item.priceAmount,
+    item.retailPrice,
+    item.value,
+  ];
+  for (const candidate of candidates) {
+    const value = parseInventoryAmount(candidate);
+    if (value != null) return value;
+  }
+  return null;
+}
+
+export function summarizeInventoryValue(
+  items: Partial<ClothingItem>[],
+  preferredCurrency: string,
+): InventoryValueSummary {
+  const preferred = normalizeCurrencyCode(preferredCurrency) ?? "USD";
+  return items.reduce<InventoryValueSummary>(
+    (summary, item) => {
+      const amount = itemInventoryValue(item);
+      if (amount == null) return summary;
+      const itemCurrency = normalizeCurrencyCode(item.currency ?? item.priceCurrency) ?? "USD";
+      if (itemCurrency === preferred) {
+        summary.total += amount;
+        summary.pricedItemCount += 1;
+      } else {
+        summary.otherCurrencyItemCount += 1;
+      }
+      return summary;
+    },
+    { total: 0, pricedItemCount: 0, otherCurrencyItemCount: 0 },
+  );
+}
diff --git a/src/lib/wardrobeInsights.ts b/src/lib/wardrobeInsights.ts
new file mode 100644
index 0000000..44850e3
--- /dev/null
+++ b/src/lib/wardrobeInsights.ts
@@ -0,0 +1,640 @@
+import { toCanonicalCategory } from "@/src/lib/items";
+import {
+  estimateOutfitCount,
+  getMinimumClosetProgress,
+  MINIMUM_CLOSET_LABELS,
+  type MinimumClosetCategory,
+} from "@/src/lib/minimumCloset";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { DailyOutfitRecord, OutfitItemsByCategory } from "@/src/utils/dailyOutfits";
+
+export type WardrobeCategoryKey =
+  | "top"
+  | "bottom"
+  | "one_piece"
+  | "shoes"
+  | "outerwear"
+  | "accessory";
+
+export type WardrobeCategoryInsight = {
+  key: WardrobeCategoryKey;
+  label: string;
+  count: number;
+  percentage: number;
+};
+
+export type DominantColorInsight = {
+  label: string;
+  count: number;
+  percentage: number;
+  hex: string;
+};
+
+export type MissingPieceInsight = {
+  key: MinimumClosetCategory;
+  label: string;
+  count: number;
+  target: number;
+  missingCount: number;
+};
+
+export type WardrobeItemUseInsight = {
+  item: ClothingItem;
+  usageCount: number;
+  plannedCount: number;
+  wornCount: number;
+  lastUsedAt: number | null;
+};
+
+export type InventoryValueInsight = {
+  totalEstimatedValue: number;
+  pricedItemCount: number;
+  displayedPricedItemCount: number;
+  otherCurrencyItemCount: number;
+  unpricedItemCount: number;
+  averageItemValue: number;
+  currency: string;
+  hasValue: boolean;
+  hasMixedCurrencies: boolean;
+};
+
+export type WardrobeInsights = {
+  totalItemCount: number;
+  categoryCounts: Record<WardrobeCategoryKey, number>;
+  categoryPercentages: Record<WardrobeCategoryKey, number>;
+  categories: WardrobeCategoryInsight[];
+  dominantColors: DominantColorInsight[];
+  missingPieces: MissingPieceInsight[];
+  closetHealthScore: number;
+  closetHealthInsight: string;
+  estimatedOutfitPotential: number;
+  plannedOutfitCount: number;
+  wornOutfitCount: number;
+  plannedOrWornCount: number;
+  usageAvailable: boolean;
+  mostUsefulItems: WardrobeItemUseInsight[];
+  underusedItems: WardrobeItemUseInsight[];
+  wardrobeMixNote: string;
+  colorIdentityText: string;
+  inventoryValue: InventoryValueInsight;
+};
+
+type BuildWardrobeInsightsInput = {
+  items: ClothingItem[];
+  outfitRecords?: (DailyOutfitRecord | null | undefined)[];
+};
+
+type ValueAwareClothingItem = Partial<ClothingItem> & {
+  purchasePrice?: number | string | null;
+  retailPrice?: number | string | null;
+  estimatedValue?: number | string | null;
+  value?: number | string | null;
+  currency?: string | null;
+};
+
+const CATEGORY_ORDER: WardrobeCategoryInsight[] = [
+  { key: "top", label: "Tops", count: 0, percentage: 0 },
+  { key: "bottom", label: "Bottoms", count: 0, percentage: 0 },
+  { key: "one_piece", label: "One-pieces", count: 0, percentage: 0 },
+  { key: "shoes", label: "Footwear", count: 0, percentage: 0 },
+  { key: "outerwear", label: "Outerwear", count: 0, percentage: 0 },
+  { key: "accessory", label: "Accessories", count: 0, percentage: 0 },
+];
+
+const COLOR_HEX: Record<string, string> = {
+  black: "#151216",
+  white: "#F8F3EC",
+  grey: "#9CA3AF",
+  gray: "#9CA3AF",
+  navy: "#1F2A44",
+  blue: "#426A9E",
+  green: "#496C4A",
+  olive: "#68724A",
+  red: "#9B2F32",
+  brown: "#6D4A34",
+  beige: "#CDBB9D",
+  tan: "#B89570",
+  khaki: "#AAA27F",
+  cream: "#F3E2C7",
+  gold: "#C9A24F",
+  silver: "#C8C9C7",
+  yellow: "#D8B84E",
+  orange: "#B96832",
+  pink: "#D193A0",
+  purple: "#7A5A8D",
+};
+
+function emptyCategoryCounts(): Record<WardrobeCategoryKey, number> {
+  return {
+    top: 0,
+    bottom: 0,
+    one_piece: 0,
+    shoes: 0,
+    outerwear: 0,
+    accessory: 0,
+  };
+}
+
+function normalizeString(value: unknown) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ");
+}
+
+function toCategoryKey(item: Partial<ClothingItem>): WardrobeCategoryKey {
+  const raw = item.category ?? item.subCategory ?? item.type ?? "";
+  return toCanonicalCategory(raw) as WardrobeCategoryKey;
+}
+
+function getItemColorSignals(item: Partial<ClothingItem>) {
+  const signals = [
+    item.primaryColor,
+    item.displayColor,
+    item.colorLabel,
+    ...(Array.isArray(item.colors) ? item.colors : []),
+    ...(Array.isArray(item.displayColors) ? item.displayColors : []),
+    ...(Array.isArray(item.aiColors) ? item.aiColors : []),
+    ...(Array.isArray(item.pixelColors) ? item.pixelColors : []),
+    item.pixelColorHex,
+  ];
+
+  const unique = new Set<string>();
+  signals.forEach((signal) => {
+    const normalized = normalizeString(signal);
+    if (!normalized || normalized === "unknown" || normalized === "other") return;
+    unique.add(normalized);
+  });
+  return [...unique];
+}
+
+function titleCase(value: string) {
+  if (/^#[0-9a-f]{3,8}$/i.test(value)) return value.toUpperCase();
+  return value
+    .split(" ")
+    .filter(Boolean)
+    .map((word) => word.charAt(0).toUpperCase() + word.slice(1))
+    .join(" ");
+}
+
+function hexForColor(label: string) {
+  const normalized = normalizeString(label);
+  if (/^#[0-9a-f]{3,8}$/i.test(normalized)) return normalized.toUpperCase();
+  const direct = COLOR_HEX[normalized];
+  if (direct) return direct;
+  const matchedKey = Object.keys(COLOR_HEX).find((key) => normalized.includes(key));
+  return matchedKey ? COLOR_HEX[matchedKey] : "#C9A24F";
+}
+
+function toMillis(value: unknown): number | null {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  if (value instanceof Date) {
+    const ms = value.getTime();
+    return Number.isFinite(ms) ? ms : null;
+  }
+  if (value && typeof value === "object") {
+    const maybeTimestamp = value as {
+      toMillis?: () => number;
+      toDate?: () => Date;
+      seconds?: number;
+      nanoseconds?: number;
+    };
+    if (typeof maybeTimestamp.toMillis === "function") {
+      const ms = maybeTimestamp.toMillis();
+      return Number.isFinite(ms) ? ms : null;
+    }
+    if (typeof maybeTimestamp.toDate === "function") {
+      const ms = maybeTimestamp.toDate().getTime();
+      return Number.isFinite(ms) ? ms : null;
+    }
+    if (typeof maybeTimestamp.seconds === "number") {
+      return maybeTimestamp.seconds * 1000 + Math.floor((maybeTimestamp.nanoseconds ?? 0) / 1000000);
+    }
+  }
+  return null;
+}
+
+function dateKeyToMillis(dateKey: string) {
+  const [year, month, day] = dateKey.split("-").map((value) => Number(value));
+  if (!year || !month || !day) return null;
+  const ms = new Date(year, month - 1, day).getTime();
+  return Number.isFinite(ms) ? ms : null;
+}
+
+function outfitItemIds(itemsByCategory?: OutfitItemsByCategory | null) {
+  if (!itemsByCategory) return [];
+  return [
+    itemsByCategory.outerwear,
+    itemsByCategory.top,
+    itemsByCategory.bottom,
+    itemsByCategory.shoes,
+  ].filter((id): id is string => typeof id === "string" && id.trim().length > 0);
+}
+
+function parseMoneyValue(value: unknown): number | null {
+  if (typeof value === "number") return Number.isFinite(value) && value > 0 ? value : null;
+  if (typeof value === "string") {
+    const text = value.trim();
+    if (!text) return null;
+    const match = text.match(/\d(?:[\d,.]*\d)?/);
+    if (!match) return null;
+    const remainder = `${text.slice(0, match.index)}${text.slice((match.index ?? 0) + match[0].length)}`;
+    const unsupportedRemainder = remainder
+      .replace(/\b(?:USD|INR|EUR|GBP|CAD|AUD|AED)\b/gi, "")
+      .replace(/US\$|CA\$|C\$|AU\$|A\$|\$|₹|€|£|د\.إ/gi, "")
+      .replace(/[\s()/-]/g, "");
+    if (unsupportedRemainder) return null;
+
+    const numeric = match[0];
+    const lastComma = numeric.lastIndexOf(",");
+    const lastDot = numeric.lastIndexOf(".");
+    let normalized = numeric;
+    if (lastComma >= 0 && lastDot >= 0) {
+      normalized =
+        lastComma > lastDot
+          ? numeric.replace(/\./g, "").replace(",", ".")
+          : numeric.replace(/,/g, "");
+    } else if (lastComma >= 0) {
+      const decimalDigits = numeric.length - lastComma - 1;
+      normalized = decimalDigits === 2 ? numeric.replace(",", ".") : numeric.replace(/,/g, "");
+    }
+    normalized = normalized.replace(/[^0-9.]/g, "");
+    const parsed = Number(normalized);
+    return Number.isFinite(parsed) && parsed > 0 && parsed <= 1_000_000
+      ? Math.round(parsed * 100) / 100
+      : null;
+  }
+  return null;
+}
+
+function getItemValue(item: ValueAwareClothingItem) {
+  return (
+    parseMoneyValue(item.estimatedValue) ??
+    parseMoneyValue(item.purchasePrice) ??
+    parseMoneyValue(item.price) ??
+    parseMoneyValue(item.priceAmount) ??
+    parseMoneyValue(item.retailPrice) ??
+    parseMoneyValue(item.value)
+  );
+}
+
+function getItemCurrency(item: ValueAwareClothingItem) {
+  return String(item.currency ?? item.priceCurrency ?? "USD").trim().toUpperCase() || "USD";
+}
+
+function buildInventoryValue(items: ClothingItem[]): InventoryValueInsight {
+  const currencyGroups = new Map<string, { count: number; total: number }>();
+  let totalPricedItemCount = 0;
+
+  items.forEach((rawItem) => {
+    const item = rawItem as ValueAwareClothingItem;
+    const value = getItemValue(item);
+    if (value == null) return;
+    totalPricedItemCount += 1;
+    const currency = getItemCurrency(item);
+    const current = currencyGroups.get(currency) ?? { count: 0, total: 0 };
+    current.count += 1;
+    current.total += value;
+    currencyGroups.set(currency, current);
+  });
+
+  const [currency, selectedGroup] =
+    [...currencyGroups.entries()].sort((a, b) => {
+      const countDelta = b[1].count - a[1].count;
+      if (countDelta !== 0) return countDelta;
+      return b[1].total - a[1].total;
+    })[0] ?? ["USD", { count: 0, total: 0 }];
+  const averageItemValue =
+    selectedGroup.count > 0 ? selectedGroup.total / selectedGroup.count : 0;
+
+  return {
+    totalEstimatedValue: selectedGroup.total,
+    pricedItemCount: totalPricedItemCount,
+    displayedPricedItemCount: selectedGroup.count,
+    otherCurrencyItemCount: Math.max(0, totalPricedItemCount - selectedGroup.count),
+    unpricedItemCount: Math.max(0, items.length - totalPricedItemCount),
+    averageItemValue,
+    currency,
+    hasValue: totalPricedItemCount > 0,
+    hasMixedCurrencies: currencyGroups.size > 1,
+  };
+}
+
+function collectUsage(records: (DailyOutfitRecord | null | undefined)[]) {
+  const usage = new Map<
+    string,
+    { plannedCount: number; wornCount: number; lastUsedAt: number | null }
+  >();
+  let plannedOutfitCount = 0;
+  let wornOutfitCount = 0;
+
+  function recordItem(id: string, key: "plannedCount" | "wornCount", usedAt: number | null) {
+    const current = usage.get(id) ?? {
+      plannedCount: 0,
+      wornCount: 0,
+      lastUsedAt: null,
+    };
+    current[key] += 1;
+    if (usedAt != null) {
+      current.lastUsedAt = Math.max(current.lastUsedAt ?? 0, usedAt);
+    }
+    usage.set(id, current);
+  }
+
+  records.forEach((record) => {
+    if (!record) return;
+    const fallbackMs = dateKeyToMillis(record.dateKey);
+    if (record.plannedOutfit) {
+      plannedOutfitCount += 1;
+      const usedAt = toMillis(record.plannedOutfit.createdAt) ?? fallbackMs;
+      outfitItemIds(record.plannedOutfit.itemsByCategory).forEach((id) => {
+        recordItem(id, "plannedCount", usedAt);
+      });
+    }
+    if (record.wornOutfit) {
+      wornOutfitCount += 1;
+      const usedAt = toMillis(record.wornOutfit.wornAt) ?? fallbackMs;
+      outfitItemIds(record.wornOutfit.itemsByCategory).forEach((id) => {
+        recordItem(id, "wornCount", usedAt);
+      });
+    }
+  });
+
+  return {
+    usage,
+    plannedOutfitCount,
+    wornOutfitCount,
+    plannedOrWornCount: plannedOutfitCount + wornOutfitCount,
+  };
+}
+
+function itemLastWornAt(item: ClothingItem) {
+  return toMillis(item.lastWornAt) ?? toMillis(item.lastWornDate);
+}
+
+function normalizeVersatilityScore(value: unknown) {
+  if (typeof value !== "number" || !Number.isFinite(value)) return 0;
+  if (value <= 1) return Math.round(value * 100);
+  return Math.max(0, Math.min(100, value));
+}
+
+function closetUtilityScore(item: ClothingItem) {
+  const category = toCategoryKey(item);
+  const categoryWeight =
+    category === "top" || category === "bottom" || category === "shoes"
+      ? 24
+      : category === "outerwear" || category === "one_piece"
+        ? 18
+        : 10;
+  const colorWeight = getItemColorSignals(item).length ? 8 : 0;
+  const favoriteWeight = item.isFavorite ? 16 : 0;
+  const versatilityWeight = normalizeVersatilityScore(item.versatilityScore) * 0.42;
+  const wornWeight = itemLastWornAt(item) ? 8 : 0;
+
+  return categoryWeight + colorWeight + favoriteWeight + versatilityWeight + wornWeight;
+}
+
+function usageInsightForItem(
+  item: ClothingItem,
+  usage: Map<string, { plannedCount: number; wornCount: number; lastUsedAt: number | null }>
+): WardrobeItemUseInsight {
+  const itemUsage = usage.get(item.id);
+  const plannedCount = itemUsage?.plannedCount ?? 0;
+  const wornCount = itemUsage?.wornCount ?? 0;
+
+  return {
+    item,
+    plannedCount,
+    wornCount,
+    usageCount: plannedCount + wornCount,
+    lastUsedAt: itemUsage?.lastUsedAt ?? itemLastWornAt(item),
+  };
+}
+
+function buildMostUsefulItems(
+  items: ClothingItem[],
+  usage: Map<string, { plannedCount: number; wornCount: number; lastUsedAt: number | null }>,
+  usageAvailable: boolean
+) {
+  const entries = items.map((item) => usageInsightForItem(item, usage));
+
+  if (usageAvailable) {
+    return entries
+      .sort((a, b) => {
+        const usageDelta = b.usageCount - a.usageCount;
+        if (usageDelta !== 0) return usageDelta;
+        return closetUtilityScore(b.item) - closetUtilityScore(a.item);
+      })
+      .slice(0, 5);
+  }
+
+  return entries
+    .sort((a, b) => closetUtilityScore(b.item) - closetUtilityScore(a.item))
+    .slice(0, 5);
+}
+
+function buildUnderusedItems(
+  items: ClothingItem[],
+  usage: Map<string, { plannedCount: number; wornCount: number; lastUsedAt: number | null }>,
+  usageAvailable: boolean,
+  mostUsefulItems: WardrobeItemUseInsight[]
+) {
+  const mvpIds = new Set(mostUsefulItems.slice(0, 3).map((entry) => entry.item.id));
+  const entries = items
+    .map((item) => usageInsightForItem(item, usage))
+    .filter((entry) => !mvpIds.has(entry.item.id));
+
+  const sorted = usageAvailable
+    ? entries.sort((a, b) => {
+        const usageDelta = a.usageCount - b.usageCount;
+        if (usageDelta !== 0) return usageDelta;
+        return (a.lastUsedAt ?? 0) - (b.lastUsedAt ?? 0);
+      })
+    : entries.sort((a, b) => {
+        const aWorn = a.lastUsedAt ?? 0;
+        const bWorn = b.lastUsedAt ?? 0;
+        if (aWorn !== bWorn) return aWorn - bWorn;
+        const aWearCount = Number(a.item.wearCountSinceWash ?? 0);
+        const bWearCount = Number(b.item.wearCountSinceWash ?? 0);
+        if (aWearCount !== bWearCount) return aWearCount - bWearCount;
+        return (toMillis(a.item.createdAt) ?? 0) - (toMillis(b.item.createdAt) ?? 0);
+      });
+
+  return sorted.slice(0, 3);
+}
+
+function buildClosetHealthInsight(score: number, missingPieces: MissingPieceInsight[], totalItemCount: number) {
+  if (totalItemCount === 0) {
+    return "AURA needs a few anchor pieces before it can read your wardrobe with confidence.";
+  }
+  if (score >= 86) {
+    return "AURA sees a strong wardrobe core with enough range to keep daily outfits intentional.";
+  }
+  if (score >= 68) {
+    return "Your closet has a good base. A few precise additions would make the rotation feel more complete.";
+  }
+  if (missingPieces.length) {
+    return `${missingPieces[0].label} would unlock more range before anything trend-led matters.`;
+  }
+  return "The foundation is forming. More color, category, and usage signals will sharpen AURA's reads.";
+}
+
+function buildWardrobeMixNote(categories: WardrobeCategoryInsight[], totalItemCount: number) {
+  if (totalItemCount === 0) {
+    return "Add a few core pieces and AURA will start reading your wardrobe balance.";
+  }
+
+  const strongest = [...categories].sort((a, b) => b.count - a.count)[0];
+  const weakest = [...categories].sort((a, b) => a.count - b.count)[0];
+
+  if (!strongest || !weakest) return "AURA is still learning your wardrobe balance.";
+  if (strongest.key === weakest.key) {
+    return `${strongest.label} are setting the tone, with room for more category depth.`;
+  }
+  return `${strongest.label} are your strongest lane; ${weakest.label.toLowerCase()} are the easiest unlock.`;
+}
+
+function isNeutralColor(label: string) {
+  const value = normalizeString(label);
+  return /\b(black|white|grey|gray|navy|brown|beige|tan|khaki|cream)\b/.test(value);
+}
+
+function buildColorIdentityText(colors: DominantColorInsight[]) {
+  if (!colors.length) {
+    return "AURA needs a little more color data before it can define your palette.";
+  }
+
+  const top = colors.slice(0, 3);
+  const neutralCount = top.filter((color) => isNeutralColor(color.label)).length;
+  if (neutralCount === top.length) {
+    return `Your palette is refined and neutral-led, anchored by ${top.map((color) => color.label.toLowerCase()).join(", ")}.`;
+  }
+  if (neutralCount > 0) {
+    const color = top.find((entry) => !isNeutralColor(entry.label));
+    return `A neutral base is carrying the wardrobe, with ${color?.label.toLowerCase() ?? "color"} giving it direction.`;
+  }
+  return `${top[0].label} is doing the strongest visual work, with a more expressive color story emerging.`;
+}
+
+function buildHealthScore(input: {
+  totalItemCount: number;
+  minimumPercent: number;
+  categoryCoveragePercent: number;
+  estimatedOutfitPotential: number;
+  usageAvailable: boolean;
+  underusedCount: number;
+}) {
+  const {
+    totalItemCount,
+    minimumPercent,
+    categoryCoveragePercent,
+    estimatedOutfitPotential,
+    usageAvailable,
+    underusedCount,
+  } = input;
+
+  if (totalItemCount <= 0) return 0;
+
+  const foundation = minimumPercent * 45;
+  const categoryCoverage = categoryCoveragePercent * 20;
+  const outfitRange = Math.min(1, estimatedOutfitPotential / 36) * 18;
+  const rotation = usageAvailable
+    ? Math.max(0, 1 - underusedCount / Math.max(1, totalItemCount)) * 17
+    : Math.min(1, totalItemCount / 18) * 17;
+
+  return Math.max(0, Math.min(100, Math.round(foundation + categoryCoverage + outfitRange + rotation)));
+}
+
+export function buildWardrobeInsights({
+  items,
+  outfitRecords = [],
+}: BuildWardrobeInsightsInput): WardrobeInsights {
+  const safeItems = Array.isArray(items) ? items : [];
+  const totalItemCount = safeItems.length;
+  const categoryCounts = emptyCategoryCounts();
+
+  safeItems.forEach((item) => {
+    categoryCounts[toCategoryKey(item)] += 1;
+  });
+
+  const categoryPercentages = emptyCategoryCounts();
+  const categories = CATEGORY_ORDER.map((category) => {
+    const count = categoryCounts[category.key];
+    const percentage = totalItemCount > 0 ? Math.round((count / totalItemCount) * 100) : 0;
+    categoryPercentages[category.key] = percentage;
+    return {
+      ...category,
+      count,
+      percentage,
+    };
+  });
+
+  const colorCounts = new Map<string, number>();
+  safeItems.forEach((item) => {
+    getItemColorSignals(item).forEach((color) => {
+      colorCounts.set(color, (colorCounts.get(color) ?? 0) + 1);
+    });
+  });
+  const dominantColors = [...colorCounts.entries()]
+    .sort((a, b) => b[1] - a[1])
+    .slice(0, 6)
+    .map(([color, count]) => ({
+      label: titleCase(color),
+      count,
+      percentage: totalItemCount > 0 ? Math.round((count / totalItemCount) * 100) : 0,
+      hex: hexForColor(color),
+    }));
+
+  const minimumProgress = getMinimumClosetProgress(safeItems);
+  const missingPieces = minimumProgress.categories
+    .filter((category) => category.count < category.target)
+    .map((category) => ({
+      key: category.key,
+      label: MINIMUM_CLOSET_LABELS[category.key],
+      count: category.count,
+      target: category.target,
+      missingCount: category.target - category.count,
+    }));
+  const estimatedOutfitPotential = estimateOutfitCount(safeItems);
+  const usageSummary = collectUsage(outfitRecords);
+  const usageAvailable = usageSummary.usage.size > 0;
+  const mostUsefulItems = buildMostUsefulItems(safeItems, usageSummary.usage, usageAvailable);
+  const underusedItems = buildUnderusedItems(
+    safeItems,
+    usageSummary.usage,
+    usageAvailable,
+    mostUsefulItems
+  );
+  const categoryCoveragePercent =
+    categories.filter((category) => category.count > 0).length / CATEGORY_ORDER.length;
+  const closetHealthScore = buildHealthScore({
+    totalItemCount,
+    minimumPercent: minimumProgress.percent,
+    categoryCoveragePercent,
+    estimatedOutfitPotential,
+    usageAvailable,
+    underusedCount: underusedItems.length,
+  });
+
+  return {
+    totalItemCount,
+    categoryCounts,
+    categoryPercentages,
+    categories,
+    dominantColors,
+    missingPieces,
+    closetHealthScore,
+    closetHealthInsight: buildClosetHealthInsight(closetHealthScore, missingPieces, totalItemCount),
+    estimatedOutfitPotential,
+    plannedOutfitCount: usageSummary.plannedOutfitCount,
+    wornOutfitCount: usageSummary.wornOutfitCount,
+    plannedOrWornCount: usageSummary.plannedOrWornCount,
+    usageAvailable,
+    mostUsefulItems,
+    underusedItems,
+    wardrobeMixNote: buildWardrobeMixNote(categories, totalItemCount),
+    colorIdentityText: buildColorIdentityText(dominantColors),
+    inventoryValue: buildInventoryValue(safeItems),
+  };
+}

From 2f1c159914900f26cf1b085c18d99f70b07fe1da Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:21:30 -0500
Subject: [PATCH 78/93] style(calendar): polish planner surfaces

---
 app/(tabs)/calendar.tsx                       | 397 +++++++++++++++---
 app/(tabs)/laundry.tsx                        | 116 ++---
 src/components/CalendarWeekStrip.tsx          |  19 +-
 src/components/DailyOutfitCard.tsx            |  76 ++--
 src/components/WeekStrip.tsx                  |  19 +-
 src/components/calendar/CalendarWeekStrip.tsx |  23 +-
 src/components/calendar/DateRail.tsx          |  17 +-
 src/components/calendar/SwapSheet.tsx         |  47 +--
 src/components/calendar/WeatherStrip.tsx      |   9 +-
 9 files changed, 471 insertions(+), 252 deletions(-)

diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index 1f42c1d..0e1014c 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -1,9 +1,9 @@
 import { router } from "expo-router";
+import { BlurView } from "expo-blur";
 import { doc, increment, serverTimestamp, writeBatch } from "firebase/firestore";
-import * as Haptics from "expo-haptics";
 import { Ionicons } from "@expo/vector-icons";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
-import { Alert, Modal, Pressable, ScrollView, StyleSheet, Text, View } from "react-native";
+import { Alert, Modal, Pressable, RefreshControl, ScrollView, StyleSheet, Text, View } from "react-native";
 import Reanimated, {
   Easing,
   useAnimatedStyle,
@@ -20,6 +20,13 @@ import DateRail from "@/src/components/calendar/DateRail";
 import DayContextCard from "@/src/components/calendar/DayContextCard";
 import SwapSheet from "@/src/components/calendar/SwapSheet";
 import TimelineCard from "@/src/components/calendar/TimelineCard";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraSheetBackdropStyle,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
 import { useDayEvents } from "@/src/hooks/useDayEvents";
 import { useDayWeather } from "@/src/hooks/useDayWeather";
 import { useNow } from "@/src/hooks/useNow";
@@ -45,22 +52,16 @@ import { useAuth } from "@/src/hooks/useAuth";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import { db } from "@/src/lib/firebase";
 import { MAX_WEARS_BEFORE_WASH, listenToItems, normalizeLaundryStatus, toCanonicalCategory } from "@/src/lib/items";
+import { impactLight } from "@/src/lib/haptics";
 import { Toast } from "@/src/lib/toast";
+import { FLOATING_TAB_BAR_HEIGHT } from "@/src/constants/dock";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 type SectionIconName = "calendar" | "sparkles" | "chart.bar.xaxis";
 type SlotKey = keyof OutfitItemsByCategory;
 type RailWeather = { high?: number; low?: number; label?: string };
 
-const DateTimePickerModule = (() => {
-  try {
-    // eslint-disable-next-line @typescript-eslint/no-require-imports
-    return require("@react-native-community/datetimepicker");
-  } catch {
-    return null;
-  }
-})();
-const NativeDatePicker = DateTimePickerModule?.default ?? null;
+const WEEKDAY_LABELS = ["S", "M", "T", "W", "T", "F", "S"] as const;
 
 function iconFallback(name: SectionIconName): keyof typeof Ionicons.glyphMap {
   if (name === "calendar") return "calendar-outline";
@@ -97,12 +98,8 @@ function computeDaysSinceLastWorn(item: ClothingItem) {
   return Math.max(0, Math.floor((Date.now() - date.getTime()) / (24 * 60 * 60 * 1000)));
 }
 
-async function hapticLight() {
-  try {
-    await Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
-  } catch {
-    // no-op
-  }
+function hapticLight() {
+  return impactLight();
 }
 
 function lookToPlanned(look: PlannedLook): PlannedOutfit {
@@ -123,6 +120,32 @@ function buildRailDateKeys(anchor: Date) {
   return Array.from({ length: 121 }, (_, i) => toDayKey(addDays(anchor, i - 60)));
 }
 
+function dateOnly(date: Date) {
+  return new Date(date.getFullYear(), date.getMonth(), date.getDate());
+}
+
+function startOfMonth(date: Date) {
+  return new Date(date.getFullYear(), date.getMonth(), 1);
+}
+
+function addMonths(date: Date, offset: number) {
+  return new Date(date.getFullYear(), date.getMonth() + offset, 1);
+}
+
+function buildCalendarWeeks(month: Date) {
+  const monthStart = startOfMonth(month);
+  const gridStart = new Date(monthStart);
+  gridStart.setDate(monthStart.getDate() - monthStart.getDay());
+
+  return Array.from({ length: 6 }, (_, weekIndex) =>
+    Array.from({ length: 7 }, (_, dayIndex) => {
+      const date = new Date(gridStart);
+      date.setDate(gridStart.getDate() + weekIndex * 7 + dayIndex);
+      return date;
+    }),
+  );
+}
+
 function DatePickerSheet({
   visible,
   value,
@@ -141,28 +164,155 @@ function DatePickerSheet({
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const styles = useMemo(() => createStyles(colors, layout), [colors, layout]);
+  const [visibleMonth, setVisibleMonth] = useState(() => startOfMonth(value));
+
+  useEffect(() => {
+    if (visible) {
+      setVisibleMonth(startOfMonth(value));
+    }
+  }, [value, visible]);
+
+  const todayKey = toDayKey(new Date());
+  const selectedKey = useMemo(() => toDayKey(value), [value]);
+  const calendarWeeks = useMemo(() => buildCalendarWeeks(visibleMonth), [visibleMonth]);
+  const monthLabel = useMemo(
+    () => new Intl.DateTimeFormat(undefined, { month: "long", year: "numeric" }).format(visibleMonth),
+    [visibleMonth],
+  );
+
+  const onSelectDate = useCallback(
+    (date: Date) => {
+      const nextDate = dateOnly(date);
+      setVisibleMonth(startOfMonth(nextDate));
+      onChange(nextDate);
+      void hapticLight();
+    },
+    [onChange],
+  );
+
+  const onDone = useCallback(() => {
+    void hapticLight();
+    onConfirm();
+  }, [onConfirm]);
+
   return (
     <Modal visible={visible} transparent animationType="slide" onRequestClose={onCancel}>
       <View style={styles.modalBackdrop}>
         <View style={styles.modalSheet}>
-          <Text style={styles.modalTitle}>{title}</Text>
-          {NativeDatePicker ? (
-            <NativeDatePicker
-              value={value}
-              mode="date"
-              display="spinner"
-              onChange={(_: unknown, nextDate?: Date) => {
-                if (nextDate) onChange(nextDate);
-              }}
-            />
-          ) : (
-            <Text style={styles.muted}>Date picker is unavailable in this client.</Text>
-          )}
+          <BlurView intensity={64} tint="dark" style={StyleSheet.absoluteFill} />
+          <View pointerEvents="none" style={styles.modalGlassTint} />
+
+          <View style={styles.modalHeaderRow}>
+            <Text style={styles.modalTitle}>{title}</Text>
+            <Pressable
+              accessibilityRole="button"
+              accessibilityLabel="Close date picker"
+              hitSlop={8}
+              style={styles.modalCloseButton}
+              onPress={onCancel}
+            >
+              <Ionicons name="close" size={18} color={colors.textSecondary} />
+            </Pressable>
+          </View>
+
+          <View style={styles.monthNavRow}>
+            <Pressable
+              accessibilityRole="button"
+              accessibilityLabel="Previous month"
+              hitSlop={8}
+              style={styles.monthNavButton}
+              onPress={() => setVisibleMonth((month) => addMonths(month, -1))}
+            >
+              <Ionicons name="chevron-back" size={19} color={colors.text} />
+            </Pressable>
+            <Text style={styles.monthTitle}>{monthLabel}</Text>
+            <Pressable
+              accessibilityRole="button"
+              accessibilityLabel="Next month"
+              hitSlop={8}
+              style={styles.monthNavButton}
+              onPress={() => setVisibleMonth((month) => addMonths(month, 1))}
+            >
+              <Ionicons name="chevron-forward" size={19} color={colors.text} />
+            </Pressable>
+          </View>
+
+          <View style={styles.weekdayRow}>
+            {WEEKDAY_LABELS.map((label, index) => (
+              <Text key={`${label}-${index}`} style={styles.weekdayLabel}>
+                {label}
+              </Text>
+            ))}
+          </View>
+
+          <View style={styles.calendarGrid}>
+            {calendarWeeks.map((week, weekIndex) => (
+              <View key={`week-${weekIndex}`} style={styles.calendarGridRow}>
+                {week.map((date) => {
+                  const dateKey = toDayKey(date);
+                  const inVisibleMonth =
+                    date.getFullYear() === visibleMonth.getFullYear() && date.getMonth() === visibleMonth.getMonth();
+                  const isSelected = dateKey === selectedKey;
+                  const isToday = dateKey === todayKey;
+                  return (
+                    <Pressable
+                      key={dateKey}
+                      accessibilityRole="button"
+                      accessibilityState={isSelected ? { selected: true } : undefined}
+                      style={styles.dateCell}
+                      onPress={() => onSelectDate(date)}
+                    >
+                      <View
+                        style={[
+                          styles.dateCircle,
+                          {
+                            borderColor: isToday ? colors.ctaCream : "transparent",
+                            opacity: inVisibleMonth ? 1 : 0.42,
+                          },
+                          isSelected
+                            ? {
+                                backgroundColor: colors.ctaCream,
+                                borderColor: colors.ctaCream,
+                                shadowColor: colors.ctaCream,
+                              }
+                            : null,
+                        ]}
+                      >
+                        <Text
+                          style={[
+                            styles.dateText,
+                            {
+                              color: isSelected
+                                ? colors.primaryText
+                                : inVisibleMonth
+                                  ? colors.text
+                                  : colors.textMuted,
+                            },
+                          ]}
+                        >
+                          {date.getDate()}
+                        </Text>
+                        {isToday ? (
+                          <View
+                            style={[
+                              styles.todayMarker,
+                              { backgroundColor: isSelected ? colors.primaryText : colors.ctaCream },
+                            ]}
+                          />
+                        ) : null}
+                      </View>
+                    </Pressable>
+                  );
+                })}
+              </View>
+            ))}
+          </View>
+
           <View style={styles.modalActions}>
             <Pressable style={styles.modalSecondary} onPress={onCancel}>
               <Text style={styles.modalSecondaryText}>Cancel</Text>
             </Pressable>
-            <Pressable style={styles.modalPrimary} onPress={onConfirm}>
+            <Pressable style={styles.modalPrimary} onPress={onDone}>
               <Text style={styles.modalPrimaryText}>Done</Text>
             </Pressable>
           </View>
@@ -177,7 +327,7 @@ export default function CalendarScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const uid = user?.uid ?? null;
-  const bottomDockPadding = layout.bottomDockPadding + 112;
+  const bottomDockPadding = layout.bottomDockPadding + 24;
 
   const { greeting, timeLabel } = useNow();
   const day = useSelectedDate();
@@ -188,6 +338,7 @@ export default function CalendarScreen() {
 
   const [items, setItems] = useState<ClothingItem[]>([]);
   const [loadingItems, setLoadingItems] = useState(true);
+  const [refreshing, setRefreshing] = useState(false);
   const [saving, setSaving] = useState(false);
   const [record, setRecord] = useState<DailyOutfitRecord | null>(null);
   const [looks, setLooks] = useState<PlannedLook[]>([]);
@@ -464,6 +615,22 @@ export default function CalendarScreen() {
     if (events.permission === "granted" && events.state === "error") return events.actions.refresh();
   }, [events.actions, events.permission, events.state]);
 
+  const onRefresh = useCallback(async () => {
+    if (refreshing) return;
+    setRefreshing(true);
+    const startedAt = Date.now();
+    try {
+      await Promise.allSettled([
+        loadStreakData(),
+        events.actions.refresh(),
+        weather.actions.refresh(),
+      ]);
+    } finally {
+      const remaining = Math.max(0, 450 - (Date.now() - startedAt));
+      setTimeout(() => setRefreshing(false), remaining);
+    }
+  }, [events.actions, loadStreakData, refreshing, weather.actions]);
+
   const onSelectDate = useCallback(async (date: Date) => {
     day.setSelectedDate(date);
     await hapticLight();
@@ -667,10 +834,19 @@ export default function CalendarScreen() {
   return (
     <View style={themedStyles.screen}>
       <ScrollView
+        refreshControl={
+          <RefreshControl
+            refreshing={refreshing}
+            onRefresh={onRefresh}
+            tintColor={colors.ctaCream}
+            colors={[colors.ctaCream]}
+            progressBackgroundColor={colors.background}
+          />
+        }
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
           paddingTop: layout.topContentInset,
-          paddingBottom: Math.max(bottomDockPadding, 180),
+          paddingBottom: Math.max(bottomDockPadding, 160),
         }}
         showsVerticalScrollIndicator={false}
       >
@@ -801,9 +977,9 @@ export default function CalendarScreen() {
         title="Jump to date"
         onChange={setPickerDate}
         onCancel={() => setJumpPickerOpen(false)}
-        onConfirm={async () => {
+        onConfirm={() => {
           setJumpPickerOpen(false);
-          await onSelectDate(pickerDate);
+          day.setSelectedDate(pickerDate);
         }}
       />
 
@@ -863,10 +1039,7 @@ return StyleSheet.create({
     gap: 8,
   },
   sectionTitle: {
-    fontSize: 11,
-    fontWeight: "800",
-    letterSpacing: 1.5,
-    textTransform: "uppercase",
+    ...auraTypography.eyebrow,
   },
   monthPicker: {
     marginTop: 6,
@@ -891,11 +1064,10 @@ return StyleSheet.create({
     height: layout.sectionGap - 4,
   },
   card: {
-    borderWidth: 1,
+    ...auraCardStyle(colors, "card"),
     borderColor: colors.glassBorder,
     borderRadius: layout.mediumRadius,
     padding: layout.cardPadding,
-    backgroundColor: colors.surface,
   },
   emptyDayCard: {
     backgroundColor: "rgba(255,255,255,0.045)",
@@ -916,14 +1088,10 @@ return StyleSheet.create({
   planCta: {
     marginTop: 10,
     alignSelf: "flex-start",
-    borderRadius: 999,
-    backgroundColor: colors.accent,
-    paddingHorizontal: 14,
-    paddingVertical: 10,
+    ...auraButtonStyle(colors, "primary", false, "compact"),
   },
   planCtaText: {
-    color: colors.ctaText,
-    fontWeight: "800",
+    ...auraButtonTextStyle(colors, "primary"),
     fontSize: 12,
   },
   weekBars: {
@@ -949,48 +1117,141 @@ return StyleSheet.create({
     gap: 5,
   },
   modalBackdrop: {
-    flex: 1,
-    backgroundColor: "rgba(0,0,0,0.24)",
-    justifyContent: "flex-end",
+    ...auraSheetBackdropStyle(colors),
   },
   modalSheet: {
-    backgroundColor: colors.surface,
-    borderTopLeftRadius: layout.largeRadius,
-    borderTopRightRadius: layout.largeRadius,
+    ...auraCardStyle(colors, "sheet"),
+    marginHorizontal: layout.horizontalPadding,
+    marginBottom: layout.floatingDockBottom + FLOATING_TAB_BAR_HEIGHT + 12,
+    borderRadius: layout.largeRadius,
+    borderColor: colors.purpleBorder,
     padding: layout.cardPadding,
+    gap: 13,
+    overflow: "hidden",
+    shadowColor: colors.ctaCream,
+    shadowOpacity: 0.12,
+    shadowRadius: 24,
+    shadowOffset: { width: 0, height: 12 },
+    elevation: 8,
+  },
+  modalGlassTint: {
+    ...StyleSheet.absoluteFillObject,
+    backgroundColor: "rgba(25,0,25,0.72)",
+  },
+  modalHeaderRow: {
+    minHeight: 36,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
     gap: 12,
   },
   modalTitle: {
-    fontSize: 16,
-    fontWeight: "800",
+    ...auraTypography.cardTitle,
+    color: colors.text,
+    flex: 1,
+  },
+  modalCloseButton: {
+    width: 34,
+    height: 34,
+    borderRadius: 17,
+    alignItems: "center",
+    justifyContent: "center",
+    borderWidth: 1,
+    borderColor: colors.border,
+    backgroundColor: colors.chipBackground,
+  },
+  monthNavRow: {
+    minHeight: 42,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
+    gap: 12,
+  },
+  monthNavButton: {
+    width: 38,
+    height: 38,
+    borderRadius: 19,
+    alignItems: "center",
+    justifyContent: "center",
+    borderWidth: 1,
+    borderColor: colors.border,
+    backgroundColor: colors.surfaceInteractive,
+  },
+  monthTitle: {
+    flex: 1,
     color: colors.text,
+    fontSize: 17,
+    lineHeight: 22,
+    fontWeight: "900",
+    textAlign: "center",
+  },
+  weekdayRow: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 4,
+  },
+  weekdayLabel: {
+    flex: 1,
+    color: colors.textSecondary,
+    fontSize: 11,
+    lineHeight: 14,
+    fontWeight: "900",
+    textAlign: "center",
+  },
+  calendarGrid: {
+    gap: 5,
+  },
+  calendarGridRow: {
+    minHeight: 38,
+    flexDirection: "row",
+    gap: 4,
+  },
+  dateCell: {
+    flex: 1,
+    minHeight: 38,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  dateCircle: {
+    width: 36,
+    height: 36,
+    borderRadius: 18,
+    borderWidth: 1,
+    alignItems: "center",
+    justifyContent: "center",
+    backgroundColor: "rgba(251,228,216,0.025)",
+  },
+  dateText: {
+    fontSize: 14,
+    lineHeight: 18,
+    fontWeight: "900",
+    textAlign: "center",
+  },
+  todayMarker: {
+    position: "absolute",
+    bottom: 4,
+    width: 3.5,
+    height: 3.5,
+    borderRadius: 1.75,
   },
   modalActions: {
     flexDirection: "row",
     gap: 10,
+    marginTop: 2,
   },
   modalSecondary: {
     flex: 1,
-    borderRadius: 12,
-    borderWidth: 1,
-    borderColor: colors.border,
-    paddingVertical: 10,
-    alignItems: "center",
+    ...auraButtonStyle(colors, "secondary", false, "compact"),
   },
   modalSecondaryText: {
-    color: colors.text,
-    fontWeight: "700",
+    ...auraButtonTextStyle(colors, "secondary"),
   },
   modalPrimary: {
     flex: 1,
-    borderRadius: 12,
-    backgroundColor: colors.accent,
-    paddingVertical: 10,
-    alignItems: "center",
+    ...auraButtonStyle(colors, "primary", false, "compact"),
   },
   modalPrimaryText: {
-    color: colors.ctaText,
-    fontWeight: "800",
+    ...auraButtonTextStyle(colors, "primary"),
   },
 });
 }
diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index 0df9ece..4b2fea3 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -1,10 +1,11 @@
 import { Ionicons } from "@expo/vector-icons";
-import { BlurView } from "expo-blur";
 import { router } from "expo-router";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import { ActivityIndicator, FlatList, Pressable, Text, View } from "react-native";
 
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers, auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import AppImage from "@/src/components/common/AppImage";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -141,16 +142,6 @@ export default function LaundryScreen() {
 
   const Header = useMemo(() => (
     <View style={{ gap: 16, paddingBottom: 12 }}>
-      <View style={{ minHeight: 44, justifyContent: "center" }}>
-        <GlassBackButton onPress={() => router.replace("/(tabs)")} />
-        <View style={{ alignItems: "center" }}>
-          <Text style={{ color: colors.text, fontSize: 26 * layout.titleScale, fontWeight: "900" }}>Laundry</Text>
-          <Text style={{ color: colors.textSecondary, fontSize: 13, marginTop: 3 }}>
-            Keep AURA honest about what is actually wearable.
-          </Text>
-        </View>
-      </View>
-
       <View style={{ flexDirection: "row", gap: 10 }}>
         {TABS.map((status) => (
           <StatusCard
@@ -189,7 +180,7 @@ export default function LaundryScreen() {
       </View>
 
       <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
-        <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+        <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
           {TABS.find((entry) => entry.key === tab)?.label}
         </Text>
         <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
@@ -203,7 +194,6 @@ export default function LaundryScreen() {
     canMoveNeedsWash,
     colors.text,
     colors.textSecondary,
-    layout.titleScale,
     listItems.length,
     savingStatus,
     tab,
@@ -212,21 +202,33 @@ export default function LaundryScreen() {
 
   if (loading) {
     return (
-      <View style={{ flex: 1, backgroundColor: colors.background, alignItems: "center", justifyContent: "center", gap: 10 }}>
-        <ActivityIndicator color={colors.ctaCream} />
-        <Text style={{ color: colors.textSecondary }}>Loading laundry...</Text>
+      <View style={{ flex: 1, backgroundColor: colors.background }}>
+        <AuraSubpageHeader
+          title="Laundry"
+          eyebrow="AURA LAUNDRY"
+          fallbackRoute="/"
+        />
+        <View style={{ flex: 1, alignItems: "center", justifyContent: "center", gap: 10 }}>
+          <ActivityIndicator color={colors.ctaCream} />
+          <Text style={{ color: colors.textSecondary }}>Loading laundry...</Text>
+        </View>
       </View>
     );
   }
 
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
+      <AuraSubpageHeader
+        title="Laundry"
+        eyebrow="AURA LAUNDRY"
+        fallbackRoute="/"
+      />
       <FlatList
         data={listItems}
         keyExtractor={(item) => item.id}
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
-          paddingTop: layout.topContentInset,
+          paddingTop: 12,
           paddingBottom: layout.bottomDockPadding + 28,
           gap: 10,
         }}
@@ -244,40 +246,6 @@ export default function LaundryScreen() {
   );
 }
 
-function GlassBackButton({ onPress }: { onPress: () => void }) {
-  const { colors, isDark } = useAppTheme();
-  return (
-    <Pressable
-      onPress={onPress}
-      style={({ pressed }) => ({
-        position: "absolute",
-        left: 0,
-        top: 0,
-        zIndex: 2,
-        width: 42,
-        height: 42,
-        borderRadius: 999,
-        overflow: "hidden",
-        opacity: pressed ? 0.8 : 1,
-      })}
-    >
-      <BlurView intensity={26} tint={isDark ? "dark" : "light"} style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
-        <View
-          style={{
-            position: "absolute",
-            inset: 0,
-            borderWidth: 1,
-            borderColor: colors.border,
-            borderRadius: 999,
-            backgroundColor: colors.surfaceGlass,
-          }}
-        />
-        <Ionicons name="chevron-back" size={22} color={colors.text} />
-      </BlurView>
-    </Pressable>
-  );
-}
-
 function StatusCard(props: {
   active: boolean;
   label: string;
@@ -300,17 +268,16 @@ function StatusCard(props: {
         borderRadius: 18,
         padding: 12,
         gap: 8,
-        backgroundColor: props.active ? colors.purpleSurface : colors.surfaceSoft,
-        borderWidth: 1,
+        ...(props.active ? auraSurfaceTiers.surfaceInteractive : auraSurfaceTiers.surfaceBase),
         borderColor: props.active ? colors.purpleBorder : colors.border,
       }}
     >
       <View style={{ width: 30, height: 30, borderRadius: 999, alignItems: "center", justifyContent: "center", backgroundColor: props.active ? colors.purpleSurfaceStrong : colors.chipBackground }}>
         <Ionicons name={props.icon} size={17} color={props.active ? colors.lightPurple : colors.textSecondary} />
       </View>
-      <Text style={{ color: colors.text, fontSize: 23, fontWeight: "900" }}>{props.count}</Text>
+      <Text style={[auraTypography.screenTitle, { color: colors.text, fontSize: 23, lineHeight: 28 }]}>{props.count}</Text>
       <View style={{ gap: 2 }}>
-        <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "900" }} numberOfLines={1}>
+        <Text style={[auraTypography.chipLabel, { color: colors.text, fontWeight: "900" }]} numberOfLines={1}>
           {props.label}
         </Text>
         <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 15 }} numberOfLines={2}>
@@ -339,20 +306,16 @@ function ActionButton(props: {
       pressedOpacity={0.82}
       disabledOpacity={0.42}
       style={{
+        ...auraButtonStyle(colors, props.primary ? "primary" : "secondary", props.disabled),
         flex: 1,
-        minHeight: 46,
-        borderRadius: 14,
-        alignItems: "center",
-        justifyContent: "center",
         flexDirection: "row",
         gap: 7,
-        backgroundColor: props.primary ? colors.ctaCream : colors.surfaceSoft,
-        borderWidth: props.primary ? 0 : 1,
-        borderColor: colors.border,
+        minHeight: 46,
+        borderRadius: 14,
       }}
     >
       <Ionicons name={props.icon} size={16} color={props.primary ? colors.ctaText : colors.text} />
-      <Text style={{ color: props.primary ? colors.ctaText : colors.text, fontSize: 13, fontWeight: "900" }} numberOfLines={1}>
+      <Text style={[auraButtonTextStyle(colors, props.primary ? "primary" : "secondary", props.disabled), { fontSize: 13, lineHeight: 17 }]} numberOfLines={1}>
         {props.label}
       </Text>
     </AuraPressable>
@@ -368,14 +331,12 @@ function PremiumEmptyState() {
         borderRadius: 22,
         padding: 18,
         gap: 14,
-        backgroundColor: colors.surfaceGlass,
-        borderWidth: 1,
-        borderColor: colors.border,
+        ...auraSurfaceTiers.surfaceBase,
       }}
     >
       <View style={{ gap: 6 }}>
-        <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>No items in laundry</Text>
-        <Text style={{ color: colors.textSecondary, lineHeight: 21 }}>
+        <Text style={[auraTypography.cardTitle, { color: colors.text }]}>No items in laundry</Text>
+        <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
           Tell AURA what you washed or move items from Closet.
         </Text>
       </View>
@@ -406,9 +367,7 @@ const LaundryRow = React.memo(function LaundryRow({
       style={{
         borderRadius: 18,
         padding: 12,
-        backgroundColor: colors.surfaceGlass,
-        borderWidth: 1,
-        borderColor: colors.border,
+        ...auraSurfaceTiers.surfaceBase,
         gap: 12,
       }}
     >
@@ -419,7 +378,9 @@ const LaundryRow = React.memo(function LaundryRow({
             height: 58,
             borderRadius: 16,
             overflow: "hidden",
-            backgroundColor: colors.surfaceSoft,
+            backgroundColor: colors.boardLight,
+            borderWidth: 1,
+            borderColor: colors.borderWarm,
             alignItems: "center",
             justifyContent: "center",
           }}
@@ -427,11 +388,11 @@ const LaundryRow = React.memo(function LaundryRow({
           {imageSource ? (
             <AppImage source={imageSource} style={{ width: "100%", height: "100%" }} resizeMode="contain" />
           ) : (
-            <Ionicons name="shirt-outline" size={24} color={colors.textSecondary} />
+            <Ionicons name="shirt-outline" size={24} color={colors.textOnLightSecondary} />
           )}
         </View>
         <Pressable
-          onPress={() => router.push({ pathname: "/(tabs)/item/[id]", params: { id: item.id, sourceTab: "closet" } })}
+          onPress={() => router.push({ pathname: "/(tabs)/item/[id]", params: { id: item.id, sourceTab: "laundry", sourceRoute: "/(tabs)/laundry" } })}
           style={{ flex: 1, gap: 3 }}
         >
           <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }} numberOfLines={1}>
@@ -464,15 +425,14 @@ function RowAction({ label, disabled, primary, onPress }: { label: string; disab
       pressedOpacity={0.76}
       disabledOpacity={0.42}
       style={{
+        ...auraButtonStyle(colors, primary ? "primary" : "tertiary", disabled),
+        minHeight: 36,
         borderRadius: 999,
         paddingHorizontal: 11,
         paddingVertical: 8,
-        backgroundColor: primary ? colors.ctaCream : colors.surfaceSoft,
-        borderWidth: primary ? 0 : 1,
-        borderColor: colors.border,
       }}
     >
-      <Text style={{ color: primary ? colors.ctaText : colors.text, fontSize: 12, fontWeight: "900" }}>
+      <Text style={[auraButtonTextStyle(colors, primary ? "primary" : "tertiary", disabled), { fontSize: 12, lineHeight: 16 }]}>
         {label}
       </Text>
     </AuraPressable>
diff --git a/src/components/CalendarWeekStrip.tsx b/src/components/CalendarWeekStrip.tsx
index cc2ca9a..c8d6639 100644
--- a/src/components/CalendarWeekStrip.tsx
+++ b/src/components/CalendarWeekStrip.tsx
@@ -1,6 +1,7 @@
 import React from "react";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import { formatDayNumber, formatWeekLabel, isSameLocalDate } from "../utils/date";
 
 type Props = {
@@ -43,38 +44,38 @@ const styles = StyleSheet.create({
   pill: {
     flex: 1,
     borderWidth: 1,
-    borderColor: "#ddd",
+    borderColor: Colors.dark.border,
     borderRadius: 12,
-    backgroundColor: "#fff",
+    backgroundColor: Colors.dark.chipBackground,
     alignItems: "center",
     paddingVertical: 9,
   },
   pillActive: {
-    backgroundColor: "#111",
-    borderColor: "#111",
+    backgroundColor: Colors.dark.purpleSurface,
+    borderColor: Colors.dark.purpleBorder,
   },
   week: {
     fontSize: 11,
-    color: "#666",
+    color: Colors.dark.textSecondary,
     fontWeight: "700",
   },
   day: {
     marginTop: 2,
     fontSize: 16,
-    color: "#111",
+    color: Colors.dark.text,
     fontWeight: "800",
   },
   activeText: {
-    color: "#fff",
+    color: Colors.dark.ctaCream,
   },
   dot: {
     width: 4,
     height: 4,
     borderRadius: 2,
     marginTop: 5,
-    backgroundColor: "#111",
+    backgroundColor: Colors.dark.ctaCream,
   },
   dotActive: {
-    backgroundColor: "#fff",
+    backgroundColor: Colors.dark.ctaCream,
   },
 });
diff --git a/src/components/DailyOutfitCard.tsx b/src/components/DailyOutfitCard.tsx
index d5adb1e..96a98c1 100644
--- a/src/components/DailyOutfitCard.tsx
+++ b/src/components/DailyOutfitCard.tsx
@@ -10,6 +10,13 @@ import { homeTypography } from "@/src/components/home/homeTypography";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraChipStyle,
+  auraChipTextStyle,
+} from "@/src/components/ui/auraStylePrimitives";
 
 type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
 
@@ -45,24 +52,38 @@ function plannedToLook(planned: PlannedOutfit): PlannedLook {
   };
 }
 
-function PrimaryActionButton({ label, onPress }: { label: string; onPress: () => void }) {
+function PrimaryActionButton({
+  label,
+  colors,
+  onPress,
+}: {
+  label: string;
+  colors: ReturnType<typeof useAppTheme>["colors"];
+  onPress: () => void;
+}) {
   return (
     <AuraPressable
       accessibilityRole="button"
       haptic="light"
       pressedScale={0.97}
       pressedOpacity={0.9}
-      style={styles.primaryBtn}
+      style={[
+        styles.primaryBtn,
+        auraButtonStyle(colors, "primary"),
+        {
+          shadowColor: colors.ctaCream,
+        },
+      ]}
       onPress={onPress}
     >
       <LinearGradient
         pointerEvents="none"
-        colors={["#7C5CFF", "#5B3BFF"]}
+        colors={[colors.ctaCream, colors.ctaCream]}
         start={{ x: 0, y: 0 }}
         end={{ x: 1, y: 1 }}
         style={StyleSheet.absoluteFill}
       />
-      <Text style={styles.primaryBtnText}>{label}</Text>
+      <Text style={[auraButtonTextStyle(colors, "primary"), styles.primaryBtnText]}>{label}</Text>
     </AuraPressable>
   );
 }
@@ -100,9 +121,9 @@ export default function DailyOutfitCard({
     <View
       style={[
         styles.card,
+        auraCardStyle(colors, "largeGlass"),
         {
           borderColor: colors.glassBorder,
-          backgroundColor: colors.overlay,
           borderRadius: layout.largeRadius,
           padding: layout.cardPadding,
         },
@@ -119,14 +140,13 @@ export default function DailyOutfitCard({
                 key={look.id}
                 style={[
                   styles.segChip,
+                  auraChipStyle(colors, active ? "selected" : "filter"),
                   {
-                    borderColor: active ? colors.ctaCream : colors.border,
-                    backgroundColor: active ? colors.ctaCream : colors.chipBackground,
                   },
                 ]}
                 onPress={() => onSelectLook(look.id)}
               >
-                <Text style={[homeTypography.caption, { color: active ? colors.ctaText : colors.text }]}>{look.label}</Text>
+                <Text style={[homeTypography.caption, auraChipTextStyle(colors, active ? "selected" : "filter")]}>{look.label}</Text>
               </Pressable>
             );
           })}
@@ -151,16 +171,16 @@ export default function DailyOutfitCard({
           <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Outfit already marked worn.</Text>
         ) : hasPlanned ? (
           <>
-            <PrimaryActionButton label="Mark Worn" onPress={onMarkWorn} />
-            <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.chipBackground }]} onPress={() => Alert.alert("Edit", "Tap a slot to swap an item.") }>
-              <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Edit/Swap</Text>
+            <PrimaryActionButton label="Mark Worn" colors={colors} onPress={onMarkWorn} />
+            <Pressable style={[styles.secondaryBtn, auraButtonStyle(colors, "secondary", false, "compact")]} onPress={() => Alert.alert("Edit", "Tap a slot to swap an item.") }>
+              <Text style={[homeTypography.caption, auraButtonTextStyle(colors, "secondary"), { fontSize: 13 }]}>Edit/Swap</Text>
             </Pressable>
           </>
         ) : (
           <>
-            <PrimaryActionButton label="Use this outfit" onPress={onUseOutfit} />
-            <Pressable style={[styles.secondaryBtn, { borderColor: colors.border, backgroundColor: colors.chipBackground }]} onPress={onWhy}>
-              <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Why?</Text>
+            <PrimaryActionButton label="Use this outfit" colors={colors} onPress={onUseOutfit} />
+            <Pressable style={[styles.secondaryBtn, auraButtonStyle(colors, "secondary", false, "compact")]} onPress={onWhy}>
+              <Text style={[homeTypography.caption, auraButtonTextStyle(colors, "secondary"), { fontSize: 13 }]}>Why?</Text>
             </Pressable>
           </>
         )}
@@ -200,10 +220,7 @@ const styles = StyleSheet.create({
     gap: 8,
   },
   segChip: {
-    paddingVertical: 7,
     paddingHorizontal: 12,
-    borderRadius: 999,
-    borderWidth: 1,
   },
   segText: {
     fontWeight: "700",
@@ -234,34 +251,19 @@ const styles = StyleSheet.create({
     flexWrap: "wrap",
   },
   primaryBtn: {
-    height: 56,
     minWidth: 190,
     alignSelf: "flex-start",
-    borderRadius: 18,
-    alignItems: "center",
-    justifyContent: "center",
-    paddingHorizontal: 22,
     overflow: "hidden",
-    shadowColor: "#7C5CFF",
-    shadowOpacity: 0.28,
-    shadowRadius: 18,
+    shadowOpacity: 0.16,
+    shadowRadius: 14,
     shadowOffset: { width: 0, height: 10 },
     elevation: 4,
   },
   primaryBtnText: {
-    color: "#FFFFFF",
     fontSize: 15,
-    lineHeight: 19,
-    fontWeight: "700",
-    letterSpacing: 0,
   },
   secondaryBtn: {
-    height: 40,
-    borderWidth: 1,
-    borderRadius: 14,
-    paddingHorizontal: 16,
-    justifyContent: "center",
-    alignItems: "center",
+    minHeight: 44,
   },
   secondaryBtnText: {
     fontSize: 13,
@@ -275,10 +277,6 @@ const styles = StyleSheet.create({
   textAction: {
     fontWeight: "600",
   },
-  muted: {
-    color: "#666",
-    fontSize: 12,
-  },
   linkBtn: {
     marginTop: 10,
     alignSelf: "flex-start",
diff --git a/src/components/WeekStrip.tsx b/src/components/WeekStrip.tsx
index d59fd0a..2c7b57a 100644
--- a/src/components/WeekStrip.tsx
+++ b/src/components/WeekStrip.tsx
@@ -1,6 +1,7 @@
 import React from "react";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import { formatDayNumber, formatWeekLabel, isSameLocalDate } from "../utils/streak";
 
 type Props = {
@@ -47,38 +48,38 @@ const styles = StyleSheet.create({
   dayChip: {
     flex: 1,
     borderWidth: 1,
-    borderColor: "#ddd",
+    borderColor: Colors.dark.border,
     borderRadius: 12,
     paddingVertical: 10,
     alignItems: "center",
-    backgroundColor: "#fff",
+    backgroundColor: Colors.dark.chipBackground,
   },
   dayChipSelected: {
-    backgroundColor: "#111",
-    borderColor: "#111",
+    backgroundColor: Colors.dark.purpleSurface,
+    borderColor: Colors.dark.purpleBorder,
   },
   dayChipLabel: {
     fontSize: 11,
-    color: "#666",
+    color: Colors.dark.textSecondary,
     fontWeight: "700",
   },
   dayChipNumber: {
     marginTop: 2,
     fontSize: 16,
     fontWeight: "800",
-    color: "#111",
+    color: Colors.dark.text,
   },
   dayChipLabelSelected: {
-    color: "#fff",
+    color: Colors.dark.ctaCream,
   },
   todayDot: {
     marginTop: 6,
     width: 4,
     height: 4,
     borderRadius: 2,
-    backgroundColor: "#111",
+    backgroundColor: Colors.dark.ctaCream,
   },
   todayDotSelected: {
-    backgroundColor: "#fff",
+    backgroundColor: Colors.dark.ctaCream,
   },
 });
diff --git a/src/components/calendar/CalendarWeekStrip.tsx b/src/components/calendar/CalendarWeekStrip.tsx
index e4aeb86..01735fd 100644
--- a/src/components/calendar/CalendarWeekStrip.tsx
+++ b/src/components/calendar/CalendarWeekStrip.tsx
@@ -1,6 +1,7 @@
 import React from "react";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import { formatDayNumber, formatWeekLabel, isSameLocalDate, toDayKey } from "../../utils/date";
 
 type DayStatus = {
@@ -58,29 +59,29 @@ const styles = StyleSheet.create({
   pill: {
     flex: 1,
     borderWidth: 1,
-    borderColor: "#ddd",
+    borderColor: Colors.dark.border,
     borderRadius: 12,
-    backgroundColor: "#fff",
+    backgroundColor: Colors.dark.chipBackground,
     alignItems: "center",
     paddingVertical: 8,
   },
   pillActive: {
-    backgroundColor: "#111",
-    borderColor: "#111",
+    backgroundColor: Colors.dark.purpleSurface,
+    borderColor: Colors.dark.purpleBorder,
   },
   week: {
     fontSize: 11,
-    color: "#666",
+    color: Colors.dark.textSecondary,
     fontWeight: "700",
   },
   day: {
     marginTop: 2,
     fontSize: 16,
-    color: "#111",
+    color: Colors.dark.text,
     fontWeight: "800",
   },
   activeText: {
-    color: "#fff",
+    color: Colors.dark.ctaCream,
   },
   indicators: {
     marginTop: 4,
@@ -95,11 +96,11 @@ const styles = StyleSheet.create({
     borderRadius: 2.5,
   },
   planDot: {
-    backgroundColor: "#3b82f6",
+    backgroundColor: Colors.dark.ctaCream,
   },
   check: {
     fontSize: 9,
-    color: "#16a34a",
+    color: Colors.dark.success,
     fontWeight: "900",
     lineHeight: 9,
   },
@@ -116,9 +117,9 @@ const styles = StyleSheet.create({
     height: 4,
     borderRadius: 2,
     marginTop: 4,
-    backgroundColor: "#111",
+    backgroundColor: Colors.dark.ctaCream,
   },
   todayDotActive: {
-    backgroundColor: "#fff",
+    backgroundColor: Colors.dark.ctaCream,
   },
 });
diff --git a/src/components/calendar/DateRail.tsx b/src/components/calendar/DateRail.tsx
index f10563f..8a6afcd 100644
--- a/src/components/calendar/DateRail.tsx
+++ b/src/components/calendar/DateRail.tsx
@@ -77,10 +77,10 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
       const isActive = item.key === selectedKey;
       const dayStatus = statuses[item.key];
       const weatherLine = formatWeatherLine(weatherByDate[item.key]);
-      const weekdayColor = isActive ? colors.ctaText : colors.textSecondary;
-      const dayColor = isActive ? colors.ctaText : colors.text;
-      const weatherColor = isActive ? colors.ctaText : colors.textMuted;
-      const markerColor = isActive ? colors.ctaText : colors.aiAccent;
+      const weekdayColor = isActive ? colors.ctaCream : colors.textSecondary;
+      const dayColor = isActive ? colors.text : colors.text;
+      const weatherColor = isActive ? colors.textSecondary : colors.textMuted;
+      const markerColor = isActive ? colors.ctaCream : colors.aiAccent;
       return (
         <AuraPressable
           haptic="selection"
@@ -94,8 +94,8 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
               ? [
                   styles.cellActive,
                   {
-                    backgroundColor: colors.ctaCream,
-                    borderColor: colors.ctaCream,
+                    backgroundColor: colors.purpleSurface,
+                    borderColor: colors.purpleBorder,
                     shadowColor: colors.ctaCream,
                   },
                 ]
@@ -123,7 +123,7 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
           </View>
           <View style={styles.indicatorRow}>
             {dayStatus?.planned ? <View style={[styles.planDot, { backgroundColor: markerColor }]} /> : null}
-            {dayStatus?.worn ? <Text style={[styles.check, { color: isActive ? colors.ctaText : colors.success }]}>✓</Text> : null}
+            {dayStatus?.worn ? <Text style={[styles.check, { color: isActive ? colors.ctaCream : colors.success }]}>✓</Text> : null}
             {dayStatus?.streak ? <Text style={styles.fire}>🔥</Text> : null}
           </View>
         </AuraPressable>
@@ -133,7 +133,8 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
       colors.aiAccent,
       colors.border,
       colors.ctaCream,
-      colors.ctaText,
+      colors.purpleBorder,
+      colors.purpleSurface,
       colors.surfaceSoft,
       colors.success,
       colors.text,
diff --git a/src/components/calendar/SwapSheet.tsx b/src/components/calendar/SwapSheet.tsx
index 6abc97f..8c2b6e6 100644
--- a/src/components/calendar/SwapSheet.tsx
+++ b/src/components/calendar/SwapSheet.tsx
@@ -1,5 +1,12 @@
 import React from "react";
 import { FlatList, Modal, Pressable, StyleSheet, Text, View } from "react-native";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraSheetBackdropStyle,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -20,30 +27,32 @@ export default function SwapSheet({ visible, title, options, onSelect, onClear,
   const renderOption = React.useCallback(
     ({ item }: { item: Option }) => (
       <Pressable
-        style={[styles.option, { borderColor: colors.border, backgroundColor: colors.overlay }]}
+        style={[styles.option, auraCardStyle(colors, "inset")]}
         onPress={() => onSelect(item.id)}
       >
-        <Text style={[styles.optionText, { color: colors.text }]}>{item.label}</Text>
+        <Text style={[auraTypography.body, styles.optionText, { color: colors.text }]}>{item.label}</Text>
       </Pressable>
     ),
-    [colors.border, colors.overlay, colors.text, onSelect],
+    [colors, onSelect],
   );
 
   return (
     <Modal visible={visible} animationType="slide" transparent onRequestClose={onClose}>
-      <View style={styles.backdrop}>
+      <View style={[styles.backdrop, auraSheetBackdropStyle(colors)]}>
         <View
           style={[
             styles.sheet,
+            auraCardStyle(colors, "sheet"),
             {
-              backgroundColor: colors.surface,
               borderTopLeftRadius: layout.largeRadius,
               borderTopRightRadius: layout.largeRadius,
+              borderBottomLeftRadius: 0,
+              borderBottomRightRadius: 0,
               padding: layout.cardPadding,
             },
           ]}
         >
-          <Text style={[styles.title, { color: colors.text }]}>{title}</Text>
+          <Text style={[auraTypography.cardTitle, styles.title, { color: colors.text }]}>{title}</Text>
           {options.length === 0 ? <Text style={[styles.empty, { color: colors.textSecondary }]}>No matching items yet.</Text> : null}
           <FlatList
             data={options}
@@ -57,12 +66,12 @@ export default function SwapSheet({ visible, title, options, onSelect, onClear,
             windowSize={6}
           />
           {onClear ? (
-            <Pressable style={[styles.clear, { borderColor: "#ef4444" }]} onPress={onClear}>
-              <Text style={styles.clearText}>Clear slot</Text>
+            <Pressable style={[styles.clear, auraButtonStyle(colors, "danger", false, "compact")]} onPress={onClear}>
+              <Text style={auraButtonTextStyle(colors, "danger")}>Clear slot</Text>
             </Pressable>
           ) : null}
-          <Pressable style={[styles.close, { borderColor: colors.border, backgroundColor: colors.background }]} onPress={onClose}>
-            <Text style={[styles.closeText, { color: colors.text }]}>Done</Text>
+          <Pressable style={[styles.close, auraButtonStyle(colors, "primary", false, "compact")]} onPress={onClose}>
+            <Text style={auraButtonTextStyle(colors, "primary")}>Done</Text>
           </Pressable>
         </View>
       </View>
@@ -75,36 +84,24 @@ function OptionSeparator() {
 }
 
 const styles = StyleSheet.create({
-  backdrop: { flex: 1, backgroundColor: "rgba(0,0,0,0.25)", justifyContent: "flex-end" },
+  backdrop: { flex: 1, justifyContent: "flex-end" },
   sheet: {
     gap: 8,
     maxHeight: "82%",
   },
   optionsList: { flexGrow: 0 },
-  title: { fontSize: 16, fontWeight: "800", marginBottom: 8 },
+  title: { marginBottom: 8 },
   option: {
+    minHeight: 44,
     paddingVertical: 12,
     paddingHorizontal: 12,
-    borderRadius: 14,
-    borderWidth: 1,
   },
   optionText: { fontWeight: "600" },
   empty: { marginBottom: 8 },
   clear: {
     marginTop: 4,
-    borderRadius: 10,
-    borderWidth: 1,
-    borderColor: "#ef4444",
-    alignItems: "center",
-    paddingVertical: 10,
   },
-  clearText: { fontWeight: "700", color: "#b91c1c" },
   close: {
     marginTop: 10,
-    borderRadius: 10,
-    borderWidth: 1,
-    alignItems: "center",
-    paddingVertical: 10,
   },
-  closeText: { fontWeight: "700" },
 });
diff --git a/src/components/calendar/WeatherStrip.tsx b/src/components/calendar/WeatherStrip.tsx
index 74bd01e..d381bc3 100644
--- a/src/components/calendar/WeatherStrip.tsx
+++ b/src/components/calendar/WeatherStrip.tsx
@@ -16,14 +16,14 @@ export default function WeatherStrip({ days }: Props) {
           style={[
             styles.cell,
             { borderColor: colors.border, backgroundColor: colors.surface },
-            day.selected ? [styles.cellSelected, { backgroundColor: colors.accent, borderColor: colors.accent }] : null,
+            day.selected ? [styles.cellSelected, { backgroundColor: colors.purpleSurface, borderColor: colors.purpleBorder }] : null,
           ]}
         >
-          <Text style={[styles.label, { color: colors.textSecondary }, day.selected ? styles.labelSelected : null]}>{day.label}</Text>
-          <Text style={[styles.temp, { color: colors.text }, day.selected ? styles.labelSelected : null]}>
+          <Text style={[styles.label, { color: day.selected ? colors.ctaCream : colors.textSecondary }]}>{day.label}</Text>
+          <Text style={[styles.temp, { color: day.selected ? colors.ctaCream : colors.text }]}>
             {typeof day.high === "number" ? Math.round(day.high) : "—"}°
           </Text>
-          <Text style={[styles.sub, { color: colors.textSecondary }, day.selected ? styles.labelSelected : null]}>
+          <Text style={[styles.sub, { color: day.selected ? colors.ctaCream : colors.textSecondary }]}>
             {typeof day.low === "number" ? Math.round(day.low) : "—"}°
           </Text>
         </View>
@@ -45,5 +45,4 @@ const styles = StyleSheet.create({
   label: { fontSize: 10, fontWeight: "700" },
   temp: { fontSize: 12, fontWeight: "800", marginTop: 2 },
   sub: { fontSize: 10 },
-  labelSelected: { color: "#fff" },
 });

From db259bee297fb6f23c7c71821ef584fb48afcd3c Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:21:49 -0500
Subject: [PATCH 79/93] style(profile): align profile surfaces

---
 app/(tabs)/profile.tsx                     | 113 ++++++-----
 app/profile/my-looks.tsx                   |  66 ++-----
 src/components/profile/LookDetailModal.tsx |  23 +--
 src/components/profile/MyLookThumbnail.tsx |  21 +-
 src/lib/userProfile.ts                     |  19 ++
 src/profile/screens.tsx                    | 211 +++++++++++----------
 src/types/UserProfilePreferences.ts        |   4 +
 7 files changed, 237 insertions(+), 220 deletions(-)

diff --git a/app/(tabs)/profile.tsx b/app/(tabs)/profile.tsx
index 44a36d6..48e53f2 100644
--- a/app/(tabs)/profile.tsx
+++ b/app/(tabs)/profile.tsx
@@ -2,16 +2,23 @@ import { Ionicons } from "@expo/vector-icons";
 import { LinearGradient } from "expo-linear-gradient";
 import { router } from "expo-router";
 import React, { useEffect, useMemo, useState } from "react";
-import { ActivityIndicator, Image, Pressable, ScrollView, Text, View } from "react-native";
+import { ActivityIndicator, Image, Pressable, RefreshControl, ScrollView, Text, View } from "react-native";
 
 import { SafeScreen } from "@/src/components/SafeScreen";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
 import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { listenToItems, toCanonicalCategory, type ClosetItem } from "@/src/lib/items";
 import { subscribeFavouriteLooks, subscribeProfileFeedbackLooks, type ProfileLookRecord } from "@/src/lib/profileLooks";
+import { loadUserAccountProfile, loadUserProfilePreferences } from "@/src/lib/userProfile";
 import {
   ProfileHubRow,
   useAccountProfileState,
@@ -190,17 +197,14 @@ function StatCard({ label, value, onPress }: StatCardProps) {
       style={{
         flex: 1,
         minWidth: 72,
-        borderRadius: 16,
-        borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: "rgba(255,255,255,0.04)",
+        ...auraCardStyle(colors, "inset"),
         paddingHorizontal: 10,
         paddingVertical: 12,
         gap: 4,
       }}
     >
-      <Text style={{ color: colors.text, fontSize: 20, fontWeight: "900" }}>{value}</Text>
-      <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", lineHeight: 15 }}>{label}</Text>
+      <Text style={[auraTypography.sectionTitle, { color: colors.text }]}>{value}</Text>
+      <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 11, lineHeight: 15 }]}>{label}</Text>
     </AuraPressable>
   );
 }
@@ -215,20 +219,15 @@ function QuickAction({ icon, label, onPress }: QuickActionProps) {
       pressedScale={0.97}
       pressedOpacity={0.88}
       style={{
-        minHeight: 46,
-        borderRadius: 999,
-        borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: colors.surface,
+        ...auraButtonStyle(colors, "tertiary"),
+        minHeight: 44,
         paddingHorizontal: 14,
-        paddingVertical: 10,
         gap: 8,
         flexDirection: "row",
-        alignItems: "center",
       }}
     >
       <Ionicons name={icon} size={18} color={colors.iridescentStart} />
-      <Text style={{ color: colors.text, fontSize: 14, fontWeight: "800" }}>{label}</Text>
+      <Text style={[auraButtonTextStyle(colors, "tertiary"), { color: colors.text, fontSize: 14 }]}>{label}</Text>
     </AuraPressable>
   );
 }
@@ -236,7 +235,7 @@ function QuickAction({ icon, label, onPress }: QuickActionProps) {
 function SectionLabel({ children }: { children: React.ReactNode }) {
   const { colors } = useAppTheme();
   return (
-    <Text style={{ color: colors.iridescentStart, fontSize: 12, fontWeight: "900" }}>
+    <Text style={[auraTypography.eyebrow, { color: colors.iridescentStart }]}>
       {children}
     </Text>
   );
@@ -245,8 +244,8 @@ function SectionLabel({ children }: { children: React.ReactNode }) {
 export default function ProfileScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
-  const { user, loading, profile } = useProfilePreferencesState();
-  const { accountProfile } = useAccountProfileState();
+  const { user, loading, profile, setProfile } = useProfilePreferencesState();
+  const { accountProfile, setAccountProfile } = useAccountProfileState();
   const [favouriteLooks, setFavouriteLooks] = useState<ProfileLookRecord[]>([]);
   const [likedLooks, setLikedLooks] = useState<ProfileLookRecord[]>([]);
   const [looksLoading, setLooksLoading] = useState(true);
@@ -254,6 +253,7 @@ export default function ProfileScreen() {
   const [items, setItems] = useState<ClosetItem[]>([]);
   const [itemsLoading, setItemsLoading] = useState(true);
   const [selectedLook, setSelectedLook] = useState<ProfileLookRecord | null>(null);
+  const [refreshing, setRefreshing] = useState(false);
 
   const displayName = getDisplayName(accountProfile.name, user?.email, user?.displayName);
   const accountSummary = accountProfile.name
@@ -348,6 +348,25 @@ export default function ProfileScreen() {
     });
   }, [user?.uid]);
 
+  const handleRefresh = React.useCallback(async () => {
+    if (!user?.uid || refreshing) return;
+    setRefreshing(true);
+    const startedAt = Date.now();
+    try {
+      const [nextProfile, nextAccountProfile] = await Promise.all([
+        loadUserProfilePreferences(user.uid),
+        loadUserAccountProfile(user.uid),
+      ]);
+      setProfile(nextProfile);
+      setAccountProfile(nextAccountProfile);
+    } catch {
+      // Live subscriptions keep the visible profile from going stale if a manual refresh fails.
+    } finally {
+      const remaining = Math.max(0, 450 - (Date.now() - startedAt));
+      setTimeout(() => setRefreshing(false), remaining);
+    }
+  }, [refreshing, setAccountProfile, setProfile, user?.uid]);
+
   const openMyLooks = () => router.push("/profile/my-looks");
   const openFavourites = () => router.push({ pathname: "/profile/my-looks", params: { tab: "favourites" } });
   const previewLooks = favouriteLooks.slice(0, 5);
@@ -355,16 +374,25 @@ export default function ProfileScreen() {
   return (
     <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
       <ScrollView
+        refreshControl={
+          <RefreshControl
+            refreshing={refreshing}
+            onRefresh={handleRefresh}
+            tintColor={colors.ctaCream}
+            colors={[colors.ctaCream]}
+            progressBackgroundColor={colors.background}
+          />
+        }
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
           paddingTop: 0,
           gap: 18,
-          paddingBottom: layout.bottomDockPadding + 52,
+          paddingBottom: layout.bottomDockPadding + 24,
         }}
       >
         <View style={{ gap: 5 }}>
-          <Text style={{ fontSize: 28 * layout.titleScale, fontWeight: "900", color: colors.text }}>Profile</Text>
-          <Text style={{ color: colors.textSecondary, opacity: 0.76, lineHeight: 22 }}>
+          <Text style={[auraTypography.screenTitle, { fontSize: 28 * layout.titleScale, lineHeight: 34 * layout.titleScale, color: colors.text }]}>Profile</Text>
+          <Text style={[auraTypography.body, { color: colors.textSecondary, opacity: 0.76 }]}>
             Your style identity, closet signal, and preferences.
           </Text>
         </View>
@@ -380,8 +408,7 @@ export default function ProfileScreen() {
               start={{ x: 0, y: 0 }}
               end={{ x: 1, y: 1 }}
               style={{
-                borderRadius: 26,
-                borderWidth: 1,
+                ...auraCardStyle(colors, "largeGlass"),
                 borderColor: colors.glassBorder,
                 padding: 18,
                 overflow: "hidden",
@@ -422,17 +449,12 @@ export default function ProfileScreen() {
                     <Pressable
                       onPress={() => router.push("/profile/account")}
                       style={{
-                        minHeight: 36,
-                        borderRadius: 999,
-                        borderWidth: 1,
-                        borderColor: "rgba(255,255,255,0.16)",
-                        backgroundColor: "rgba(255,255,255,0.08)",
+                        ...auraButtonStyle(colors, "tertiary", false, "compact"),
+                        minHeight: 44,
                         paddingHorizontal: 12,
-                        alignItems: "center",
-                        justifyContent: "center",
                       }}
                     >
-                      <Text style={{ color: colors.text, fontSize: 12, fontWeight: "900" }}>Edit</Text>
+                      <Text style={[auraButtonTextStyle(colors, "tertiary"), { color: colors.text, fontSize: 12 }]}>Edit</Text>
                     </Pressable>
                   </View>
                   <Text style={{ color: colors.auraLavender, fontSize: 14, fontWeight: "800" }} numberOfLines={1}>
@@ -467,7 +489,13 @@ export default function ProfileScreen() {
                 showsHorizontalScrollIndicator={false}
                 contentContainerStyle={{ gap: 10, paddingRight: 2 }}
               >
-                <QuickAction icon="add" label="Add item" onPress={() => router.push("/(tabs)/add")} />
+                <QuickAction
+                  icon="add"
+                  label="Add item"
+                  onPress={() =>
+                    router.push({ pathname: "/(tabs)/add", params: { addSession: String(Date.now()) } })
+                  }
+                />
                 <QuickAction icon="sparkles-outline" label="Build outfit" onPress={() => router.push("/(tabs)/studio")} />
                 <QuickAction icon="chatbubble-ellipses-outline" label="Ask AURA" onPress={() => router.push("/(tabs)/ai")} />
                 <QuickAction icon="calendar-outline" label="Plan week" onPress={() => router.push("/(tabs)/calendar")} />
@@ -478,10 +506,7 @@ export default function ProfileScreen() {
               <SectionLabel>AURA PROFILE</SectionLabel>
               <View
                 style={{
-                  backgroundColor: colors.surface,
-                  borderRadius: 22,
-                  borderWidth: 1,
-                  borderColor: colors.border,
+                  ...auraCardStyle(colors, "card"),
                   padding: 16,
                   gap: 12,
                 }}
@@ -509,17 +534,12 @@ export default function ProfileScreen() {
                   onPress={() => router.push("/profile/style-preferences")}
                   style={{
                     alignSelf: "flex-start",
-                    minHeight: 42,
-                    borderRadius: 999,
-                    backgroundColor: "rgba(192,132,252,0.14)",
-                    borderWidth: 1,
-                    borderColor: "rgba(192,132,252,0.26)",
+                    ...auraButtonStyle(colors, "secondary", false, "compact"),
+                    minHeight: 44,
                     paddingHorizontal: 14,
-                    alignItems: "center",
-                    justifyContent: "center",
                   }}
                 >
-                  <Text style={{ color: colors.auraLavender, fontSize: 13, fontWeight: "900" }}>
+                  <Text style={[auraButtonTextStyle(colors, "secondary"), { color: colors.auraLavender, fontSize: 13 }]}>
                     Edit style profile
                   </Text>
                 </Pressable>
@@ -560,10 +580,7 @@ export default function ProfileScreen() {
                     style={{
                       minHeight: 104,
                       width: 250,
-                      borderRadius: 18,
-                      borderWidth: 1,
-                      borderColor: colors.border,
-                      backgroundColor: colors.surface,
+                      ...auraCardStyle(colors, "card"),
                       paddingHorizontal: 16,
                       alignItems: "center",
                       justifyContent: "center",
diff --git a/app/profile/my-looks.tsx b/app/profile/my-looks.tsx
index 20a4a50..54b2208 100644
--- a/app/profile/my-looks.tsx
+++ b/app/profile/my-looks.tsx
@@ -5,6 +5,8 @@ import { Alert, Pressable, ScrollView, Share, StyleSheet, Text, View, useWindowD
 
 import { Colors } from "@/constants/theme";
 import { SafeScreen } from "@/src/components/SafeScreen";
+import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import { auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
 import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
 import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
 import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
@@ -262,7 +264,7 @@ export default function MyLooksScreen() {
   };
 
   return (
-    <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
+    <SafeScreen backgroundColor={colors.background} includeTopInset={selectionMode} includeBottomInset={false} style={{ flex: 1 }}>
       {selectionMode ? (
         <View style={styles.selectionToolbar}>
           <Pressable onPress={clearSelection} style={styles.toolbarButton} accessibilityRole="button">
@@ -297,13 +299,7 @@ export default function MyLooksScreen() {
         </View>
       ) : (
         <>
-          <View style={styles.header}>
-            <Pressable onPress={() => router.back()} style={styles.backButton} accessibilityRole="button" accessibilityLabel="Back">
-              <Text style={styles.backText}>←</Text>
-            </Pressable>
-            <Text style={styles.headerTitle}>My Looks</Text>
-            <View style={styles.headerSpacer} />
-          </View>
+          <AuraSubpageHeader title="My Looks" eyebrow="PROFILE" fallbackRoute="/(tabs)/profile" />
 
           <View style={styles.tabContainer}>
             {TABS.map((tab) => {
@@ -363,34 +359,6 @@ export default function MyLooksScreen() {
 }
 
 const styles = StyleSheet.create({
-  header: {
-    paddingHorizontal: 16,
-    paddingTop: 8,
-    paddingBottom: 14,
-    flexDirection: "row",
-    alignItems: "center",
-  },
-  backButton: {
-    width: 44,
-    height: 44,
-    alignItems: "center",
-    justifyContent: "center",
-  },
-  backText: {
-    color: palette.textPrimary,
-    fontSize: 26,
-    fontWeight: "700",
-  },
-  headerTitle: {
-    flex: 1,
-    textAlign: "center",
-    color: palette.textPrimary,
-    fontSize: 18,
-    fontWeight: "900",
-  },
-  headerSpacer: {
-    width: 44,
-  },
   selectionToolbar: {
     paddingHorizontal: 16,
     paddingTop: 8,
@@ -445,10 +413,13 @@ const styles = StyleSheet.create({
   },
   tabContainer: {
     marginHorizontal: 16,
+    marginTop: 12,
     marginBottom: 16,
     borderRadius: 12,
     padding: 3,
-    backgroundColor: "rgba(255,255,255,0.04)",
+    backgroundColor: palette.surfaceBase,
+    borderWidth: 1,
+    borderColor: palette.border,
     flexDirection: "row",
   },
   tab: {
@@ -460,16 +431,17 @@ const styles = StyleSheet.create({
     justifyContent: "center",
   },
   activeTab: {
-    backgroundColor: palette.surfaceElevated,
+    backgroundColor: palette.purpleSurface,
   },
   tabText: {
     color: palette.textMuted,
-    fontSize: 12,
-    fontWeight: "600",
+    fontSize: 12.5,
+    lineHeight: 16,
+    fontWeight: "800",
+    letterSpacing: 0,
   },
   activeTabText: {
-    color: palette.textPrimary,
-    fontWeight: "600",
+    color: palette.ctaCream,
   },
   grid: {
     paddingHorizontal: 16,
@@ -510,19 +482,15 @@ const styles = StyleSheet.create({
   },
   emptyButton: {
     marginTop: 18,
+    ...auraButtonStyle(palette, "primary"),
     minHeight: 44,
     paddingHorizontal: 16,
     borderRadius: 999,
-    alignItems: "center",
-    justifyContent: "center",
-    backgroundColor: palette.chipBackground,
-    borderWidth: 1,
-    borderColor: palette.borderStrong,
   },
   emptyButtonText: {
-    color: palette.textPrimary,
+    ...auraButtonTextStyle(palette, "primary"),
     fontSize: 13,
-    fontWeight: "800",
+    lineHeight: 17,
   },
   errorState: {
     padding: 24,
diff --git a/src/components/profile/LookDetailModal.tsx b/src/components/profile/LookDetailModal.tsx
index 08dc55d..1cab2a5 100644
--- a/src/components/profile/LookDetailModal.tsx
+++ b/src/components/profile/LookDetailModal.tsx
@@ -8,6 +8,7 @@ import Animated, {
   withTiming,
 } from "react-native-reanimated";
 
+import { Colors } from "@/constants/theme";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -108,7 +109,7 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
             <>
               <Pressable disabled={busy} onPress={() => runAction("like")} style={styles.gradientButton}>
                 <LinearGradient
-                  colors={[colors.iridescentStart, colors.iridescentEnd]}
+                  colors={[colors.ctaCream, colors.ctaCream]}
                   start={{ x: 0, y: 0.5 }}
                   end={{ x: 1, y: 0.5 }}
                   style={styles.gradientFill}
@@ -124,7 +125,7 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
             <>
               <Pressable disabled={busy} onPress={() => runAction("plan")} style={styles.gradientButton}>
                 <LinearGradient
-                  colors={[colors.iridescentStart, colors.iridescentEnd]}
+                  colors={[colors.ctaCream, colors.ctaCream]}
                   start={{ x: 0, y: 0.5 }}
                   end={{ x: 1, y: 0.5 }}
                   style={styles.gradientFill}
@@ -146,7 +147,7 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
 const styles = StyleSheet.create({
   screen: {
     flex: 1,
-    backgroundColor: "#080808",
+    backgroundColor: Colors.dark.background,
   },
   header: {
     paddingTop: 56,
@@ -164,12 +165,12 @@ const styles = StyleSheet.create({
     gap: 4,
   },
   title: {
-    color: "#F7F1E8",
+    color: Colors.dark.textPrimary,
     fontSize: 17,
     fontWeight: "800",
   },
   date: {
-    color: "rgba(255,255,255,0.35)",
+    color: Colors.dark.textMuted,
     fontSize: 12,
   },
   closeButton: {
@@ -179,7 +180,7 @@ const styles = StyleSheet.create({
     justifyContent: "center",
   },
   closeText: {
-    color: "#F7F1E8",
+    color: Colors.dark.textPrimary,
     fontSize: 30,
     lineHeight: 34,
     fontWeight: "300",
@@ -200,7 +201,7 @@ const styles = StyleSheet.create({
     paddingBottom: 28,
     borderTopWidth: 1,
     gap: 10,
-    backgroundColor: "#080808",
+    backgroundColor: Colors.dark.background,
   },
   gradientButton: {
     minHeight: 50,
@@ -213,7 +214,7 @@ const styles = StyleSheet.create({
     justifyContent: "center",
   },
   gradientText: {
-    color: "#080808",
+    color: Colors.dark.ctaText,
     fontSize: 15,
     fontWeight: "900",
   },
@@ -222,12 +223,12 @@ const styles = StyleSheet.create({
     borderRadius: 18,
     alignItems: "center",
     justifyContent: "center",
-    backgroundColor: "#111111",
+    backgroundColor: Colors.dark.secondaryCta,
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.1)",
+    borderColor: Colors.dark.border,
   },
   darkButtonText: {
-    color: "#F7F1E8",
+    color: Colors.dark.textPrimary,
     fontSize: 15,
     fontWeight: "800",
   },
diff --git a/src/components/profile/MyLookThumbnail.tsx b/src/components/profile/MyLookThumbnail.tsx
index 60a060f..bd32f34 100644
--- a/src/components/profile/MyLookThumbnail.tsx
+++ b/src/components/profile/MyLookThumbnail.tsx
@@ -8,9 +8,12 @@ import Animated, {
   withTiming,
 } from "react-native-reanimated";
 
+import { Colors } from "@/constants/theme";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import type { ProfileLookRecord } from "@/src/lib/profileLooks";
 
+const colors = Colors.dark;
+
 type Props = {
   record: ProfileLookRecord;
   width: number;
@@ -106,7 +109,7 @@ export function MyLookSkeleton({ width, height = Math.round((width * 4) / 3) }:
     <View style={[styles.skeleton, { width, height }]}>
       <Animated.View style={[styles.shimmer, shimmerStyle]}>
         <LinearGradient
-          colors={["#1A1A1A", "#222222", "#1A1A1A"]}
+          colors={[colors.surface, colors.surfaceElevated, colors.surface]}
           start={{ x: 0, y: 0.5 }}
           end={{ x: 1, y: 0.5 }}
           style={StyleSheet.absoluteFill}
@@ -120,14 +123,14 @@ const styles = StyleSheet.create({
   card: {
     aspectRatio: 3 / 4,
     borderRadius: 16,
-    backgroundColor: "#F5F2ED",
+    backgroundColor: colors.boardLight,
     overflow: "hidden",
     minHeight: 44,
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.08)",
+    borderColor: colors.borderWarm,
   },
   cardSelected: {
-    borderColor: "#C084FC",
+    borderColor: colors.purpleBorder,
     borderWidth: 2,
   },
   previewClip: {
@@ -163,7 +166,7 @@ const styles = StyleSheet.create({
     position: "absolute",
     top: 6,
     right: 6,
-    color: "#C084FC",
+    color: colors.ctaCream,
     fontSize: 14,
     fontWeight: "900",
     textShadowColor: "rgba(0,0,0,0.45)",
@@ -185,19 +188,19 @@ const styles = StyleSheet.create({
     borderRadius: 999,
     alignItems: "center",
     justifyContent: "center",
-    backgroundColor: "#C084FC",
+    backgroundColor: colors.ctaCream,
     borderWidth: 1,
-    borderColor: "rgba(255,255,255,0.72)",
+    borderColor: colors.borderWarm,
   },
   checkText: {
-    color: "#080808",
+    color: colors.ctaText,
     fontSize: 15,
     lineHeight: 18,
     fontWeight: "900",
   },
   skeleton: {
     borderRadius: 16,
-    backgroundColor: "#1A1A1A",
+    backgroundColor: colors.surface,
     overflow: "hidden",
   },
   shimmer: {
diff --git a/src/lib/userProfile.ts b/src/lib/userProfile.ts
index 49e6db3..c4393fb 100644
--- a/src/lib/userProfile.ts
+++ b/src/lib/userProfile.ts
@@ -1,6 +1,11 @@
 import { doc, getDoc, setDoc } from "firebase/firestore";
 
 import { db } from "./firebase";
+import {
+  detectDeviceCurrency,
+  isSupportedCurrencyCode,
+  normalizeCurrencyCode,
+} from "./currency";
 import { getCachedProfilePreferences, setCachedProfilePreferences } from "./localCache";
 import { Category } from "../shared/wardrobeTaxonomy";
 import type { UserProfilePreferences } from "../types/UserProfilePreferences";
@@ -10,11 +15,16 @@ export type UserAccountProfile = {
   photoURL?: string | null;
 };
 
+const DEFAULT_DETECTED_CURRENCY = detectDeviceCurrency();
+
 export const EMPTY_USER_PROFILE_PREFERENCES: UserProfilePreferences = {
   onboardingCompleted: false,
   firstName: null,
   region: null,
   unitsPreference: "metric",
+  currencyMode: "auto",
+  preferredCurrency: DEFAULT_DETECTED_CURRENCY,
+  detectedCurrency: DEFAULT_DETECTED_CURRENCY,
   wardrobeMode: "mixed",
   selectedCategories: [],
   styleAesthetics: [],
@@ -97,6 +107,12 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
   const stylePreferences = readRecord(root.stylePreferences);
   const closetPreferences = readRecord(root.closetPreferences);
   const notifications = readRecord(root.notifications);
+  const detectedCurrency = detectDeviceCurrency();
+  const rawPreferredCurrency =
+    typeof root.preferredCurrency === "string" ? root.preferredCurrency : null;
+  const preferredCurrency = isSupportedCurrencyCode(rawPreferredCurrency)
+    ? normalizeCurrencyCode(rawPreferredCurrency) ?? detectedCurrency
+    : detectedCurrency;
 
   return {
     onboardingCompleted: typeof root.onboardingCompleted === "boolean" ? root.onboardingCompleted : false,
@@ -108,6 +124,9 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
         : units.length === "in" || units.weight === "lb"
           ? "imperial"
           : "metric",
+    currencyMode: root.currencyMode === "manual" ? "manual" : "auto",
+    preferredCurrency,
+    detectedCurrency,
     wardrobeMode:
       root.wardrobeMode === "masculine" ||
       root.wardrobeMode === "feminine" ||
diff --git a/src/profile/screens.tsx b/src/profile/screens.tsx
index 6103911..9dac931 100644
--- a/src/profile/screens.tsx
+++ b/src/profile/screens.tsx
@@ -19,12 +19,28 @@ import {
   TextInput,
   View,
 } from "react-native";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import { Pill } from "@/src/addItem/ui/Pill";
 import { SafeScreen } from "@/src/components/SafeScreen";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraCardStyle,
+  auraSheetBackdropStyle,
+  auraSurfaceTiers,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
+import {
+  SUPPORTED_CURRENCIES,
+  formatMoney,
+  resolveUserCurrency,
+  type SupportedCurrencyCode,
+} from "@/src/lib/currency";
 import { app, auth, db, storage } from "@/src/lib/firebase";
 import { signOutGoogle } from "@/src/auth/googleAuth";
 import { Storage } from "@/src/lib/storage";
@@ -97,6 +113,8 @@ const LENGTH_UNIT_OPTIONS = ["cm", "in"] as const;
 const WEIGHT_UNIT_OPTIONS = ["kg", "lb"] as const;
 const SHOE_REGION_OPTIONS = ["US", "UK", "EU"] as const;
 const CLOTHING_REGION_OPTIONS = ["US", "UK", "EU", "INTL"] as const;
+const CURRENCY_MODE_OPTIONS = ["auto", "manual"] as const;
+const CURRENCY_OPTIONS = SUPPORTED_CURRENCIES.map((currency) => currency.code) as SupportedCurrencyCode[];
 
 function commaText(values?: string[]) {
   return Array.isArray(values) && values.length ? values.join(", ") : "";
@@ -265,11 +283,14 @@ export function formatDefaultSizesSummary(profile: UserProfilePreferences) {
 }
 
 export function formatUnitsSummary(profile: UserProfilePreferences) {
+  const currency = resolveUserCurrency(profile);
+  const currencyMode = profile.currencyMode === "manual" ? "Manual" : "Auto";
   return [
     profile.units.length,
     profile.units.weight,
     profile.units.shoeRegion,
     profile.units.clothingRegion,
+    `${currencyMode} ${currency}`,
   ]
     .filter(Boolean)
     .join(" • ");
@@ -320,10 +341,8 @@ export function ProfileHubRow({
       pressedScale={0.985}
       pressedOpacity={0.88}
       style={{
-        backgroundColor: colors.surface,
+        ...auraSurfaceTiers.surfaceInteractive,
         borderRadius: 18,
-        borderWidth: 1,
-        borderColor: colors.border,
         padding: 16,
         flexDirection: "row",
         alignItems: "center",
@@ -332,8 +351,8 @@ export function ProfileHubRow({
       }}
     >
       <View style={{ flex: 1, gap: 4 }}>
-        <Text style={{ fontSize: 18, fontWeight: "800", color: colors.text }}>{title}</Text>
-        <Text style={{ color: colors.textSecondary }}>{summary}</Text>
+        <Text style={[auraTypography.cardTitle, { color: colors.text }]}>{title}</Text>
+        <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>{summary}</Text>
       </View>
       <Text style={{ color: colors.textSecondary, fontSize: 18 }}>›</Text>
     </AuraPressable>
@@ -342,7 +361,6 @@ export function ProfileHubRow({
 
 export function ProfileSectionScreen({
   title,
-  subtitle,
   children,
   onSave,
   saving,
@@ -354,34 +372,15 @@ export function ProfileSectionScreen({
   saving?: boolean;
 }) {
   const { colors } = useAppTheme();
+  const insets = useSafeAreaInsets();
   return (
-    <SafeScreen backgroundColor={colors.background} style={{ flex: 1 }}>
+    <SafeScreen backgroundColor={colors.background} includeTopInset={false} includeBottomInset={false} style={{ flex: 1 }}>
       <View style={{ flex: 1 }}>
-        <ScrollView contentContainerStyle={{ padding: 16, gap: 14, paddingBottom: 120 }}>
-          <View style={{ gap: 8 }}>
-            <Pressable
-              onPress={() => router.back()}
-              style={{
-                alignSelf: "flex-start",
-                paddingHorizontal: 12,
-                paddingVertical: 8,
-                borderRadius: 999,
-                borderWidth: 1,
-                borderColor: colors.border,
-                backgroundColor: colors.surface,
-              }}
-            >
-              <Text style={{ color: colors.text, fontWeight: "700" }}>Back</Text>
-            </Pressable>
-            <Text style={{ fontSize: 28, fontWeight: "900", color: colors.text }}>{title}</Text>
-            {subtitle ? <Text style={{ color: colors.textSecondary }}>{subtitle}</Text> : null}
-          </View>
+        <AuraSubpageHeader title={title} eyebrow="PROFILE" fallbackRoute="/(tabs)/profile" />
+        <ScrollView contentContainerStyle={{ paddingHorizontal: 16, paddingTop: 12, gap: 14, paddingBottom: onSave ? 24 : insets.bottom + 24 }}>
           <View
             style={{
-              backgroundColor: colors.surface,
-              borderRadius: 18,
-              borderWidth: 1,
-              borderColor: colors.border,
+              ...auraCardStyle(colors, "card"),
               padding: 16,
               gap: 14,
             }}
@@ -393,11 +392,11 @@ export function ProfileSectionScreen({
           <View
             style={{
               paddingHorizontal: 16,
-              paddingTop: 12,
-              paddingBottom: 12,
+              paddingTop: 10,
+              paddingBottom: insets.bottom + 10,
               borderTopWidth: 1,
               borderTopColor: colors.border,
-              backgroundColor: colors.background,
+              backgroundColor: "rgba(9,0,11,0.88)",
             }}
           >
             <PrimaryButton label={saving ? "Saving..." : "Save"} onPress={onSave} disabled={saving} />
@@ -530,13 +529,10 @@ function AccountSection({ title, children }: { title: string; children: React.Re
   const { colors } = useAppTheme();
   return (
     <View style={{ gap: 10 }}>
-      <Text style={{ color: colors.iridescentStart, fontSize: 12, fontWeight: "900" }}>{title}</Text>
+      <Text style={[auraTypography.eyebrow, { color: colors.iridescentStart }]}>{title}</Text>
       <View
         style={{
-          backgroundColor: colors.surface,
-          borderRadius: 18,
-          borderWidth: 1,
-          borderColor: colors.border,
+          ...auraCardStyle(colors, "card"),
           padding: 16,
           gap: 14,
         }}
@@ -567,18 +563,16 @@ function AccountActionRow({
       disabled={disabled}
       style={{
         minHeight: 50,
-        borderRadius: 14,
-        borderWidth: 1,
-        borderColor: danger ? "rgba(241,153,153,0.34)" : colors.border,
-        backgroundColor: danger ? "rgba(241,153,153,0.08)" : colors.background,
+        ...(danger ? auraButtonStyle(colors, "danger", disabled, "compact") : auraCardStyle(colors, "inset")),
+        alignItems: "stretch",
         paddingHorizontal: 14,
         paddingVertical: 12,
         opacity: disabled ? 0.55 : 1,
         gap: 4,
       }}
     >
-      <Text style={{ color: danger ? colors.danger : colors.text, fontWeight: "800" }}>{title}</Text>
-      {subtitle ? <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18 }}>{subtitle}</Text> : null}
+      <Text style={[auraTypography.body, { color: danger ? colors.danger : colors.text, fontWeight: "800" }]}>{title}</Text>
+      {subtitle ? <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 13, lineHeight: 18 }]}>{subtitle}</Text> : null}
     </Pressable>
   );
 }
@@ -804,26 +798,13 @@ export function AccountScreen() {
   }, [runAction, user?.uid]);
 
   return (
-    <SafeScreen backgroundColor={colors.background} style={{ flex: 1 }}>
-      <ScrollView contentContainerStyle={{ padding: 16, gap: 18, paddingBottom: 128 }}>
-        <View style={{ gap: 8 }}>
-          <Pressable
-            onPress={() => router.back()}
-            style={{
-              alignSelf: "flex-start",
-              paddingHorizontal: 12,
-              paddingVertical: 8,
-              borderRadius: 999,
-              borderWidth: 1,
-              borderColor: colors.border,
-              backgroundColor: colors.surface,
-            }}
-          >
-            <Text style={{ color: colors.text, fontWeight: "700" }}>Back</Text>
-          </Pressable>
-          <Text style={{ fontSize: 28, fontWeight: "900", color: colors.text }}>Account</Text>
-          <Text style={{ color: colors.textSecondary }}>Identity, security, AURA data, and plan controls.</Text>
-        </View>
+    <SafeScreen backgroundColor={colors.background} includeTopInset={false} includeBottomInset={false} style={{ flex: 1 }}>
+      <AuraSubpageHeader
+        title="Account"
+        eyebrow="PROFILE"
+        fallbackRoute="/(tabs)/profile"
+      />
+      <ScrollView contentContainerStyle={{ paddingHorizontal: 16, paddingTop: 12, gap: 16, paddingBottom: 32 }}>
 
         {profileLoading || preferencesLoading ? (
           <View style={{ paddingVertical: 40, alignItems: "center" }}>
@@ -831,7 +812,7 @@ export function AccountScreen() {
           </View>
         ) : (
           <>
-            <AccountSection title="ACCOUNT">
+            <AccountSection title="IDENTITY">
               <View style={{ flexDirection: "row", alignItems: "center", gap: 14 }}>
                 <Pressable
                   onPress={pickProfilePhoto}
@@ -842,7 +823,7 @@ export function AccountScreen() {
                     borderRadius: 38,
                     borderWidth: 1,
                     borderColor: colors.glassBorder,
-                    backgroundColor: "rgba(255,255,255,0.06)",
+                    backgroundColor: colors.surfaceInteractive,
                     overflow: "hidden",
                     alignItems: "center",
                     justifyContent: "center",
@@ -1169,7 +1150,7 @@ export function DefaultSizesScreen() {
           ))}
 
           <Modal visible={activePicker != null} transparent animationType="slide" onRequestClose={closePicker}>
-            <View style={{ flex: 1, justifyContent: "flex-end" }}>
+            <View style={auraSheetBackdropStyle(colors)}>
               <Pressable
                 onPress={closePicker}
                 style={{
@@ -1178,15 +1159,16 @@ export function DefaultSizesScreen() {
                   right: 0,
                   bottom: 0,
                   left: 0,
-                  backgroundColor: "rgba(0,0,0,0.3)",
                 }}
               />
               <View
                 style={{
                   maxHeight: "78%",
-                  backgroundColor: colors.surface,
+                  ...auraCardStyle(colors, "sheet"),
                   borderTopLeftRadius: 24,
                   borderTopRightRadius: 24,
+                  borderBottomLeftRadius: 0,
+                  borderBottomRightRadius: 0,
                   paddingHorizontal: 16,
                   paddingTop: 16,
                   paddingBottom: 24,
@@ -1209,12 +1191,9 @@ export function DefaultSizesScreen() {
                       closePicker();
                     }}
                     style={{
-                      borderWidth: 1,
-                      borderColor: colors.border,
-                      borderRadius: 14,
+                      ...auraCardStyle(colors, !activeValue ? "inset" : "card"),
                       paddingHorizontal: 14,
                       paddingVertical: 12,
-                      backgroundColor: !activeValue ? colors.background : colors.surface,
                     }}
                   >
                     <Text style={{ color: colors.text, fontWeight: "700" }}>Not set</Text>
@@ -1227,12 +1206,10 @@ export function DefaultSizesScreen() {
                         closePicker();
                       }}
                       style={{
-                        borderWidth: 1,
-                        borderColor: colors.accent,
-                        borderRadius: 14,
+                        ...auraCardStyle(colors, "inset"),
+                        borderColor: colors.purpleBorder,
                         paddingHorizontal: 14,
                         paddingVertical: 12,
-                        backgroundColor: colors.background,
                       }}
                     >
                       <Text style={{ color: colors.text, fontWeight: "700" }}>
@@ -1249,12 +1226,10 @@ export function DefaultSizesScreen() {
                         closePicker();
                       }}
                       style={{
-                        borderWidth: 1,
-                        borderColor: activeValue === option ? colors.accent : colors.border,
-                        borderRadius: 14,
+                        ...auraCardStyle(colors, activeValue === option ? "inset" : "card"),
+                        borderColor: activeValue === option ? colors.purpleBorder : colors.border,
                         paddingHorizontal: 14,
                         paddingVertical: 12,
-                        backgroundColor: activeValue === option ? colors.background : colors.surface,
                       }}
                     >
                       <Text style={{ color: colors.text, fontWeight: "700" }}>{option}</Text>
@@ -1264,12 +1239,9 @@ export function DefaultSizesScreen() {
                   <Pressable
                     onPress={() => setShowCustomInput((prev) => !prev)}
                     style={{
-                      borderWidth: 1,
-                      borderColor: colors.border,
-                      borderRadius: 14,
+                      ...auraCardStyle(colors, "card"),
                       paddingHorizontal: 14,
                       paddingVertical: 12,
-                      backgroundColor: colors.surface,
                     }}
                   >
                     <Text style={{ color: colors.text, fontWeight: "700" }}>Custom…</Text>
@@ -1315,11 +1287,13 @@ export function DefaultSizesScreen() {
 export function UnitsRegionScreen() {
   const { profile, setProfile, save, loading, saving } = useProfilePreferencesState();
   const { colors } = useAppTheme();
+  const resolvedCurrency = resolveUserCurrency(profile);
+  const detectedCurrency = profile.detectedCurrency ?? resolvedCurrency;
 
   return (
     <ProfileSectionScreen
       title="Units & Region"
-      subtitle="Measurement labels and size region defaults."
+      subtitle="Measurement labels, size regions, and money display."
       onSave={save}
       saving={saving}
     >
@@ -1362,6 +1336,43 @@ export function UnitsRegionScreen() {
               }))
             }
           />
+          <ProfilePillField
+            label="Currency"
+            value={profile.currencyMode ?? "auto"}
+            options={CURRENCY_MODE_OPTIONS}
+            onSelect={(value) =>
+              setProfile((prev) => ({
+                ...prev,
+                currencyMode: value,
+                preferredCurrency: prev.preferredCurrency ?? resolvedCurrency,
+                detectedCurrency: detectedCurrency,
+              }))
+            }
+            labelFormatter={(value) => (value === "auto" ? "Auto-detect" : "Manual")}
+          />
+          {profile.currencyMode === "manual" ? (
+            <ProfilePillField
+              label="Preferred currency"
+              value={(profile.preferredCurrency ?? resolvedCurrency) as SupportedCurrencyCode}
+              options={CURRENCY_OPTIONS}
+              onSelect={(value) =>
+                setProfile((prev) => ({
+                  ...prev,
+                  currencyMode: "manual",
+                  preferredCurrency: value,
+                  detectedCurrency: detectedCurrency,
+                }))
+              }
+              labelFormatter={(value) =>
+                SUPPORTED_CURRENCIES.find((currency) => currency.code === value)?.label ?? value
+              }
+            />
+          ) : (
+            <ProfileValueRow
+              label="Detected currency"
+              value={`${detectedCurrency} • ${formatMoney(0, detectedCurrency)}`}
+            />
+          )}
         </>
       )}
     </ProfileSectionScreen>
@@ -1635,8 +1646,8 @@ function ProfileValueRow({ label, value }: { label: string; value: string }) {
   const { colors } = useAppTheme();
   return (
     <View style={{ gap: 6 }}>
-      <Text style={{ color: colors.text, fontWeight: "700" }}>{label}</Text>
-      <Text style={{ color: colors.textSecondary }}>{value}</Text>
+      <Text style={[auraTypography.body, { color: colors.text, fontWeight: "700" }]}>{label}</Text>
+      <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>{value}</Text>
     </View>
   );
 }
@@ -1659,7 +1670,7 @@ function ProfileInputRow({
   const { colors } = useAppTheme();
   return (
     <View style={{ gap: 6 }}>
-      <Text style={{ color: colors.text, fontWeight: "700" }}>
+      <Text style={[auraTypography.body, { color: colors.text, fontWeight: "700" }]}>
         {label}
         {suffix ? ` (${suffix})` : ""}
       </Text>
@@ -1672,11 +1683,11 @@ function ProfileInputRow({
         style={{
           borderWidth: 1,
           borderColor: colors.border,
-          borderRadius: 12,
+          borderRadius: 16,
           paddingHorizontal: 12,
           paddingVertical: 11,
           color: colors.text,
-          backgroundColor: colors.background,
+          backgroundColor: colors.inputBackground,
           fontSize: 16,
         }}
       />
@@ -1698,19 +1709,16 @@ function ProfileSelectorRow({
     <Pressable
       onPress={onPress}
       style={{
-        borderWidth: 1,
-        borderColor: colors.border,
-        borderRadius: 14,
+        ...auraCardStyle(colors, "inset"),
         paddingHorizontal: 14,
         paddingVertical: 13,
-        backgroundColor: colors.background,
         flexDirection: "row",
         alignItems: "center",
         justifyContent: "space-between",
         gap: 12,
       }}
     >
-      <Text style={{ color: colors.text, fontWeight: "700", flex: 1 }}>{label}</Text>
+      <Text style={[auraTypography.body, { color: colors.text, fontWeight: "700", flex: 1 }]}>{label}</Text>
       <Text style={{ color: value ? colors.text : colors.textSecondary }}>
         {value || "Not set"}  ›
       </Text>
@@ -1734,7 +1742,7 @@ function ProfilePillField<T extends string>({
   const { colors } = useAppTheme();
   return (
     <View style={{ gap: 8 }}>
-      <Text style={{ color: colors.text, fontWeight: "700" }}>{label}</Text>
+      <Text style={[auraTypography.body, { color: colors.text, fontWeight: "700" }]}>{label}</Text>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
         {options.map((option) => (
           <Pill
@@ -1761,7 +1769,7 @@ function ProfileBooleanRow({
   const { colors } = useAppTheme();
   return (
     <View style={{ gap: 8 }}>
-      <Text style={{ fontWeight: "700", color: colors.text }}>{label}</Text>
+      <Text style={[auraTypography.body, { fontWeight: "700", color: colors.text }]}>{label}</Text>
       <View style={{ flexDirection: "row", gap: 8 }}>
         <Pill label="On" active={value} onPress={() => onSet(true)} />
         <Pill label="Off" active={!value} onPress={() => onSet(false)} />
@@ -1790,13 +1798,10 @@ function PrimaryButton({
       pressedOpacity={0.88}
       disabledOpacity={0.6}
       style={{
-        paddingVertical: 14,
-        borderRadius: 12,
-        alignItems: "center",
-        backgroundColor: colors.accent,
+        ...auraButtonStyle(colors, "primary", disabled),
       }}
     >
-      <Text style={{ color: colors.background, fontWeight: "900", fontSize: 16 }}>{label}</Text>
+      <Text style={auraButtonTextStyle(colors, "primary", disabled)}>{label}</Text>
     </AuraPressable>
   );
 }
diff --git a/src/types/UserProfilePreferences.ts b/src/types/UserProfilePreferences.ts
index 0737936..122b9e7 100644
--- a/src/types/UserProfilePreferences.ts
+++ b/src/types/UserProfilePreferences.ts
@@ -5,12 +5,16 @@ export type ClothingRegion = "US" | "UK" | "EU" | "INTL";
 export type UnitsPreference = "imperial" | "metric";
 export type WardrobeMode = "masculine" | "feminine" | "neutral" | "mixed" | "custom";
 export type PreferredFit = "slim" | "regular" | "relaxed" | "oversized";
+export type CurrencyMode = "auto" | "manual";
 
 export type UserProfilePreferences = {
   onboardingCompleted: boolean;
   firstName?: string | null;
   region?: string | null;
   unitsPreference: UnitsPreference;
+  currencyMode?: CurrencyMode;
+  preferredCurrency?: string;
+  detectedCurrency?: string;
   wardrobeMode: WardrobeMode;
   selectedCategories: string[];
   styleAesthetics: string[];

From f666be03a6721999951d58673ee8d40fa44376d9 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Mon, 4 May 2026 06:22:16 -0500
Subject: [PATCH 80/93] style(outfit): polish studio outfit surfaces

---
 app/(tabs)/studio.tsx                    | 129 +++++++++++------------
 src/components/OutfitGrid.tsx            |  19 ++--
 src/components/OutfitPlanCard.tsx        |  50 +++++----
 src/components/OutfitPreviewCard.tsx     |  26 +++--
 src/components/WhyModal.tsx              |  19 ++--
 src/components/WhyOutfitModal.tsx        |  21 ++--
 src/components/outfit/AccessoryStrip.tsx |   6 +-
 src/components/outfit/FlatLayCanvas.tsx  |  30 ++----
 8 files changed, 154 insertions(+), 146 deletions(-)

diff --git a/app/(tabs)/studio.tsx b/app/(tabs)/studio.tsx
index 9f6ab3a..c2eafed 100644
--- a/app/(tabs)/studio.tsx
+++ b/app/(tabs)/studio.tsx
@@ -1,6 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import * as Haptics from "expo-haptics";
-import { router } from "expo-router";
+import { router, useLocalSearchParams } from "expo-router";
 import React, { useMemo, useState } from "react";
 import {
   ActivityIndicator,
@@ -11,10 +11,11 @@ import {
   Text,
   View,
 } from "react-native";
-import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import { ClosetItemCard } from "@/src/components/closet/ClosetItemCard";
+import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers, auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
@@ -45,7 +46,6 @@ const CATEGORY_LIMITS: Record<StudioCategory, number> = {
 };
 
 const MAX_TOTAL_ITEMS = 8;
-const IRIDESCENT_PURPLE = "#C084FC";
 
 const FILTERS: {
   key: StudioFilter;
@@ -216,6 +216,7 @@ const StudioPickerItem = React.memo(function StudioPickerItem({
   index: number;
   onToggleItem: (item: ClothingItem) => void;
 }) {
+  const { colors } = useAppTheme();
   return (
     <View style={{ width: cardWidth, marginBottom: gridGap }}>
       <ClosetItemCard
@@ -236,7 +237,7 @@ const StudioPickerItem = React.memo(function StudioPickerItem({
             bottom: 0,
             borderRadius: 20,
             borderWidth: 1.5,
-            borderColor: IRIDESCENT_PURPLE,
+            borderColor: colors.purpleBorder,
           }}
         >
           <View
@@ -249,10 +250,10 @@ const StudioPickerItem = React.memo(function StudioPickerItem({
               borderRadius: 11,
               alignItems: "center",
               justifyContent: "center",
-              backgroundColor: IRIDESCENT_PURPLE,
+              backgroundColor: colors.ctaCream,
             }}
           >
-            <Ionicons name="checkmark" size={15} color="#FFFFFF" />
+            <Ionicons name="checkmark" size={15} color={colors.ctaText} />
           </View>
         </View>
       ) : null}
@@ -261,16 +262,23 @@ const StudioPickerItem = React.memo(function StudioPickerItem({
 });
 
 export default function StudioScreen() {
+  const params = useLocalSearchParams<{
+    itemId?: string | string[];
+  }>();
   const { user } = useAuth();
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
-  const insets = useSafeAreaInsets();
   const uid = user?.uid ?? null;
   const [items, setItems] = useState<ClothingItem[]>([]);
   const [loading, setLoading] = useState(true);
   const [activeFilter, setActiveFilter] = useState<StudioFilter>("all");
   const [selection, setSelection] = useState<ClothingItem[]>([]);
   const [saving, setSaving] = useState(false);
+  const consumedRouteItemRef = React.useRef<string | null>(null);
+  const routeItemId = useMemo(() => {
+    const raw = Array.isArray(params.itemId) ? params.itemId[0] : params.itemId;
+    return typeof raw === "string" && raw.trim() ? raw.trim() : "";
+  }, [params.itemId]);
 
   React.useEffect(() => {
     if (!uid) {
@@ -349,6 +357,17 @@ export default function StudioScreen() {
   const todayKey = useMemo(() => toDayKey(new Date()), []);
   void resolvedStudioLayout;
 
+  React.useEffect(() => {
+    if (!routeItemId || loading || consumedRouteItemRef.current === routeItemId) return;
+    const routeItem = items.find((entry) => entry.id === routeItemId);
+    if (!routeItem) return;
+    consumedRouteItemRef.current = routeItemId;
+    setActiveFilter("all");
+    setSelection((prev) =>
+      prev.some((entry) => entry.id === routeItem.id) ? prev : [routeItem, ...prev],
+    );
+  }, [items, loading, routeItemId]);
+
   const toggleItem = React.useCallback((item: ClothingItem) => {
     void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
     const category = categoryForItem(item);
@@ -444,15 +463,27 @@ export default function StudioScreen() {
 
   if (loading) {
     return (
-      <View style={{ flex: 1, backgroundColor: colors.background, alignItems: "center", justifyContent: "center", gap: 12 }}>
-        <ActivityIndicator color={colors.text} />
-        <Text style={{ color: colors.textSecondary, fontSize: 14 }}>Opening Studio…</Text>
+      <View style={{ flex: 1, backgroundColor: colors.background }}>
+        <AuraSubpageHeader
+          title="Build Outfit"
+          eyebrow="AURA STUDIO"
+          fallbackRoute="/"
+        />
+        <View style={{ flex: 1, alignItems: "center", justifyContent: "center", gap: 12 }}>
+          <ActivityIndicator color={colors.text} />
+          <Text style={{ color: colors.textSecondary, fontSize: 14 }}>Opening Studio…</Text>
+        </View>
       </View>
     );
   }
 
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
+      <AuraSubpageHeader
+        title="Build Outfit"
+        eyebrow="AURA STUDIO"
+        fallbackRoute="/"
+      />
       <FlatList
         data={filteredItems}
         key={`studio-grid-${columns}`}
@@ -461,46 +492,19 @@ export default function StudioScreen() {
         numColumns={columns}
         columnWrapperStyle={columns > 1 ? { gap: gridGap } : undefined}
         ListHeaderComponent={
-          <View style={{ gap: 18, marginBottom: 12 }}>
-            <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
-              <View style={{ flex: 1, gap: 4 }}>
-                <Text style={{ color: colors.iridescentStart, fontSize: 11, fontWeight: "900", letterSpacing: 1.5 }}>
-                  AURA STUDIO
-                </Text>
-                <Text style={{ color: colors.text, fontSize: 28, lineHeight: 34, fontWeight: "900" }}>
-                  Build Outfit
-                </Text>
-              </View>
-              <Pressable
-                onPress={() => router.back()}
-                style={({ pressed }) => ({
-                  width: 42,
-                  height: 42,
-                  borderRadius: 21,
-                  alignItems: "center",
-                  justifyContent: "center",
-                  backgroundColor: colors.surface2,
-                  borderWidth: 1,
-                  borderColor: "rgba(255,255,255,0.08)",
-                  opacity: pressed ? 0.78 : 1,
-                })}
-              >
-                <Ionicons name="close" size={20} color={colors.text} />
-              </Pressable>
-            </View>
-
+          <View style={{ gap: 16, marginBottom: 12 }}>
             <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
               <View
                 style={{
                   borderRadius: layout.pillRadius,
                   paddingHorizontal: 12,
                   paddingVertical: 7,
-                  backgroundColor: "rgba(192,132,252,0.15)",
-                  borderWidth: 0.5,
-                  borderColor: IRIDESCENT_PURPLE,
+                  backgroundColor: colors.purpleSurface,
+                  borderWidth: 1,
+                  borderColor: colors.purpleBorder,
                 }}
               >
-                <Text style={{ color: IRIDESCENT_PURPLE, fontSize: 12, fontWeight: "900" }}>
+                <Text style={[auraTypography.chipLabel, { color: colors.ctaCream, fontSize: 12 }]}>
                   {selection.length} item{selection.length === 1 ? "" : "s"} selected
                 </Text>
               </View>
@@ -510,7 +514,7 @@ export default function StudioScreen() {
                   hitSlop={10}
                   style={({ pressed }) => ({ opacity: pressed ? 0.6 : 1 })}
                 >
-                  <Text style={{ color: "rgba(255,255,255,0.4)", fontSize: 12, fontWeight: "800" }}>
+                  <Text style={{ color: colors.textMuted, fontSize: 12, fontWeight: "800" }}>
                     Clear all
                   </Text>
                 </Pressable>
@@ -533,20 +537,19 @@ export default function StudioScreen() {
                 onPress={handleAskAura}
                 style={({ pressed }) => ({
                   flex: 1,
+                  ...auraButtonStyle(colors, "primary", !hasSelection || saving),
                   borderRadius: layout.mediumRadius,
                   paddingVertical: 13,
                   paddingHorizontal: 12,
                   alignItems: "center",
-                  backgroundColor: hasSelection ? colors.iridescentStart : colors.surface2,
                   opacity: !hasSelection || saving ? 0.48 : pressed ? 0.84 : 1,
                 })}
               >
                 <Text
                   numberOfLines={2}
                   style={{
-                    color: hasSelection ? colors.background : colors.textSecondary,
+                    ...auraButtonTextStyle(colors, "primary", !hasSelection || saving),
                     fontSize: 13,
-                    fontWeight: "900",
                     textAlign: "center",
                   }}
                 >
@@ -558,17 +561,15 @@ export default function StudioScreen() {
                 onPress={handlePlanLook}
                 style={({ pressed }) => ({
                   flex: 1,
+                  ...auraButtonStyle(colors, "secondary", !hasSelection || saving),
                   borderRadius: layout.mediumRadius,
                   paddingVertical: 13,
                   paddingHorizontal: 12,
                   alignItems: "center",
-                  backgroundColor: colors.surface2,
-                  borderWidth: 1,
-                  borderColor: hasSelection ? colors.iridescentStart : "rgba(255,255,255,0.06)",
                   opacity: !hasSelection || saving ? 0.48 : pressed ? 0.82 : 1,
                 })}
               >
-                <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "900", textAlign: "center" }}>
+                <Text numberOfLines={2} style={[auraButtonTextStyle(colors, "secondary", !hasSelection || saving), { fontSize: 13, textAlign: "center" }]}>
                   Plan this outfit
                 </Text>
               </Pressable>
@@ -591,16 +592,14 @@ export default function StudioScreen() {
                           borderRadius: layout.pillRadius,
                           paddingHorizontal: 13,
                           paddingVertical: 9,
-                          backgroundColor: active ? IRIDESCENT_PURPLE : "rgba(255,255,255,0.06)",
+                          backgroundColor: active ? colors.purpleSurface : colors.chipBackground,
+                          borderWidth: 1,
+                          borderColor: active ? colors.purpleBorder : colors.border,
                           opacity: pressed ? 0.82 : 1,
                         })}
                       >
                         <Text
-                          style={{
-                            color: active ? "#000000" : "rgba(255,255,255,0.5)",
-                            fontSize: 12.5,
-                            fontWeight: "900",
-                          }}
+                          style={[auraTypography.chipLabel, { color: active ? colors.ctaCream : colors.textSecondary }]}
                         >
                           {filter.label}
                         </Text>
@@ -612,7 +611,7 @@ export default function StudioScreen() {
 
               <View style={{ flexDirection: "row", alignItems: "flex-end", justifyContent: "space-between", gap: 12 }}>
                 <View style={{ flex: 1, gap: 3 }}>
-                  <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900" }}>
+                  <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
                     Choose wardrobe items
                   </Text>
                   <Text style={{ color: colors.textSecondary, fontSize: 12.5 }}>
@@ -624,16 +623,14 @@ export default function StudioScreen() {
                     onPress={handleSaveLook}
                     disabled={saving}
                     style={({ pressed }) => ({
+                      ...auraButtonStyle(colors, "tertiary", saving),
                       borderRadius: layout.pillRadius,
                       paddingHorizontal: 12,
                       paddingVertical: 9,
-                      backgroundColor: colors.surface2,
-                      borderWidth: 1,
-                      borderColor: "rgba(255,255,255,0.08)",
                       opacity: saving ? 0.5 : pressed ? 0.82 : 1,
                     })}
                   >
-                    <Text style={{ color: colors.text, fontSize: 12, fontWeight: "900" }}>Save as look</Text>
+                    <Text style={[auraButtonTextStyle(colors, "tertiary", saving), { fontSize: 12, lineHeight: 16 }]}>Save as look</Text>
                   </Pressable>
                 ) : null}
               </View>
@@ -645,14 +642,12 @@ export default function StudioScreen() {
             style={{
               borderRadius: layout.mediumRadius,
               padding: layout.cardPadding,
-              backgroundColor: colors.surface2,
-              borderWidth: 1,
-              borderColor: "rgba(255,255,255,0.07)",
+              ...auraSurfaceTiers.surfaceBase,
               gap: 6,
             }}
           >
-            <Text style={{ color: colors.text, fontSize: 16, fontWeight: "900" }}>Nothing here yet</Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
+            <Text style={[auraTypography.cardTitle, { color: colors.text, fontSize: 16, lineHeight: 21 }]}>Nothing here yet</Text>
+            <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 13, lineHeight: 20 }]}>
               Add or recategorize closet items to make them available for this role.
             </Text>
           </View>
@@ -666,7 +661,7 @@ export default function StudioScreen() {
         windowSize={7}
         extraData={selectedIds}
         contentContainerStyle={{
-          paddingTop: Math.max(insets.top + 10, layout.topContentInset),
+          paddingTop: 12,
           paddingHorizontal: layout.horizontalPadding,
           paddingBottom: layout.bottomDockPadding + 112,
         }}
diff --git a/src/components/OutfitGrid.tsx b/src/components/OutfitGrid.tsx
index f9b5d9b..1713c56 100644
--- a/src/components/OutfitGrid.tsx
+++ b/src/components/OutfitGrid.tsx
@@ -2,10 +2,13 @@ import React from "react";
 import AppImage from "@/src/components/common/AppImage";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import { getItemImageUrl } from "../../src/lib/itemImage";
 import { ClothingItem } from "../../src/types/ClothingItem";
 import { formatLastWorn } from "../utils/outfitPlanning";
 
+const colors = Colors.dark;
+
 type SlotKey = "outerwear" | "top" | "bottom" | "shoes";
 
 type Props = {
@@ -86,13 +89,13 @@ const styles = StyleSheet.create({
   tile: {
     width: "47%",
     borderWidth: 1,
-    borderColor: "#ebebeb",
+    borderColor: colors.borderWarm,
     borderRadius: 12,
     padding: 8,
-    backgroundColor: "#fafafa",
+    backgroundColor: colors.boardLight,
   },
   tileEditable: {
-    borderColor: "#d1d5db",
+    borderColor: colors.borderWarm,
   },
   image: {
     width: "100%",
@@ -102,12 +105,12 @@ const styles = StyleSheet.create({
     width: "100%",
     height: 60,
     borderRadius: 8,
-    backgroundColor: "#f0f0f0",
+    backgroundColor: "rgba(25,0,25,0.06)",
     alignItems: "center",
     justifyContent: "center",
   },
   placeholderText: {
-    color: "#999",
+    color: colors.textOnLightSecondary,
     fontSize: 11,
   },
   slotHeader: {
@@ -117,19 +120,19 @@ const styles = StyleSheet.create({
     justifyContent: "space-between",
   },
   label: {
-    color: "#666",
+    color: colors.textOnLightSecondary,
     fontSize: 11,
     fontWeight: "700",
   },
   name: {
     marginTop: 2,
     fontSize: 13,
-    color: "#111",
+    color: colors.textOnLight,
     fontWeight: "800",
   },
   meta: {
     marginTop: 2,
     fontSize: 11,
-    color: "#555",
+    color: colors.textOnLightSecondary,
   },
 });
diff --git a/src/components/OutfitPlanCard.tsx b/src/components/OutfitPlanCard.tsx
index 13b34fc..b6ddc71 100644
--- a/src/components/OutfitPlanCard.tsx
+++ b/src/components/OutfitPlanCard.tsx
@@ -2,10 +2,13 @@ import React from "react";
 import AppImage from "@/src/components/common/AppImage";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import { getItemImageUrl } from "../../src/lib/itemImage";
 import { ClothingItem } from "../../src/types/ClothingItem";
 import { formatLastWorn, PlannedLook } from "../utils/outfitPlanning";
 
+const colors = Colors.dark;
+
 type Props = {
   looks: PlannedLook[];
   selectedLookId: PlannedLook["id"];
@@ -121,12 +124,13 @@ export default function OutfitPlanCard({
 const styles = StyleSheet.create({
   card: {
     borderWidth: 1,
-    borderColor: "#dedede",
+    borderColor: colors.border,
     borderRadius: 16,
     padding: 14,
-    backgroundColor: "#fff",
+    backgroundColor: colors.surface,
   },
   title: {
+    color: colors.textPrimary,
     fontSize: 16,
     fontWeight: "800",
   },
@@ -140,24 +144,24 @@ const styles = StyleSheet.create({
     paddingHorizontal: 12,
     borderRadius: 999,
     borderWidth: 1,
-    borderColor: "#ddd",
-    backgroundColor: "#fff",
+    borderColor: colors.border,
+    backgroundColor: colors.chipBackground,
   },
   segChipActive: {
-    backgroundColor: "#111",
-    borderColor: "#111",
+    backgroundColor: colors.purpleSurface,
+    borderColor: colors.purpleBorder,
   },
   segChipText: {
-    color: "#333",
+    color: colors.textSecondary,
     fontWeight: "700",
     fontSize: 12,
   },
   segChipTextActive: {
-    color: "#fff",
+    color: colors.ctaCream,
   },
   thinking: {
     marginTop: 8,
-    color: "#6b7280",
+    color: colors.textSecondary,
     fontSize: 12,
     fontWeight: "600",
   },
@@ -170,10 +174,10 @@ const styles = StyleSheet.create({
   slotCard: {
     width: "47%",
     borderWidth: 1,
-    borderColor: "#ebebeb",
+    borderColor: colors.borderWarm,
     borderRadius: 12,
     padding: 8,
-    backgroundColor: "#fafafa",
+    backgroundColor: colors.boardLight,
   },
   slotImage: {
     width: "100%",
@@ -183,40 +187,40 @@ const styles = StyleSheet.create({
     width: "100%",
     height: 60,
     borderRadius: 8,
-    backgroundColor: "#f0f0f0",
+    backgroundColor: "rgba(25,0,25,0.06)",
     alignItems: "center",
     justifyContent: "center",
   },
   placeholderText: {
-    color: "#999",
+    color: colors.textOnLightSecondary,
     fontSize: 11,
   },
   slotCategory: {
     marginTop: 6,
-    color: "#666",
+    color: colors.textOnLightSecondary,
     fontSize: 11,
     fontWeight: "700",
   },
   slotName: {
     marginTop: 2,
     fontSize: 13,
-    color: "#111",
+    color: colors.textOnLight,
     fontWeight: "800",
   },
   slotMeta: {
     marginTop: 2,
     fontSize: 11,
-    color: "#555",
+    color: colors.textOnLightSecondary,
   },
   scoreRow: {
     marginTop: 12,
     paddingTop: 10,
     borderTopWidth: StyleSheet.hairlineWidth,
-    borderTopColor: "#e8e8e8",
+    borderTopColor: colors.border,
   },
   scoreText: {
     fontSize: 13,
-    color: "#111",
+    color: colors.textPrimary,
     fontWeight: "800",
   },
   reasons: {
@@ -224,7 +228,7 @@ const styles = StyleSheet.create({
     gap: 3,
   },
   reasonLine: {
-    color: "#555",
+    color: colors.textSecondary,
     fontSize: 12,
   },
   actions: {
@@ -236,23 +240,23 @@ const styles = StyleSheet.create({
     flex: 1,
     paddingVertical: 11,
     borderRadius: 12,
-    backgroundColor: "#111",
+    backgroundColor: colors.ctaCream,
     alignItems: "center",
   },
   primaryBtnText: {
-    color: "#fff",
+    color: colors.ctaText,
     fontWeight: "800",
   },
   secondaryBtn: {
     borderWidth: 1,
-    borderColor: "#111",
+    borderColor: colors.border,
     borderRadius: 12,
     alignItems: "center",
     justifyContent: "center",
     paddingHorizontal: 14,
   },
   secondaryBtnText: {
-    color: "#111",
+    color: colors.textPrimary,
     fontWeight: "800",
   },
 });
diff --git a/src/components/OutfitPreviewCard.tsx b/src/components/OutfitPreviewCard.tsx
index d6720e2..91c0550 100644
--- a/src/components/OutfitPreviewCard.tsx
+++ b/src/components/OutfitPreviewCard.tsx
@@ -2,9 +2,12 @@ import React from "react";
 import AppImage from "@/src/components/common/AppImage";
 import { Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
 import { getItemImageUrl } from "../../src/lib/itemImage";
 import { ClothingItem } from "../../src/types/ClothingItem";
 
+const colors = Colors.dark;
+
 type SlotName = "outerwear" | "top" | "bottom" | "shoes";
 
 type Props = {
@@ -66,11 +69,12 @@ const styles = StyleSheet.create({
   card: {
     padding: 12,
     borderWidth: 1,
-    borderColor: "#ddd",
+    borderColor: colors.border,
     borderRadius: 14,
-    backgroundColor: "#fff",
+    backgroundColor: colors.surface,
   },
   title: {
+    color: colors.textPrimary,
     fontSize: 16,
     fontWeight: "800",
     marginBottom: 10,
@@ -83,10 +87,10 @@ const styles = StyleSheet.create({
   tile: {
     width: "47%",
     borderWidth: 1,
-    borderColor: "#ececec",
+    borderColor: colors.borderWarm,
     borderRadius: 12,
     padding: 8,
-    backgroundColor: "#fafafa",
+    backgroundColor: colors.boardLight,
   },
   image: {
     width: "100%",
@@ -96,19 +100,19 @@ const styles = StyleSheet.create({
     width: "100%",
     height: 64,
     borderRadius: 8,
-    backgroundColor: "#f0f0f0",
+    backgroundColor: "rgba(25,0,25,0.06)",
   },
   slotLabel: {
     marginTop: 6,
     fontSize: 11,
-    color: "#666",
+    color: colors.textOnLightSecondary,
     fontWeight: "700",
   },
   slotValue: {
     marginTop: 2,
     fontSize: 13,
     fontWeight: "700",
-    color: "#111",
+    color: colors.textOnLight,
   },
   actions: {
     marginTop: 12,
@@ -119,23 +123,23 @@ const styles = StyleSheet.create({
     flex: 1,
     paddingVertical: 11,
     borderRadius: 12,
-    backgroundColor: "#111",
+    backgroundColor: colors.ctaCream,
     alignItems: "center",
   },
   primaryBtnText: {
-    color: "#fff",
+    color: colors.ctaText,
     fontWeight: "800",
   },
   secondaryBtn: {
     paddingHorizontal: 14,
     borderRadius: 12,
     borderWidth: 1,
-    borderColor: "#111",
+    borderColor: colors.border,
     justifyContent: "center",
     alignItems: "center",
   },
   secondaryBtnText: {
-    color: "#111",
+    color: colors.textPrimary,
     fontWeight: "800",
   },
 });
diff --git a/src/components/WhyModal.tsx b/src/components/WhyModal.tsx
index a1b6771..bdaa36d 100644
--- a/src/components/WhyModal.tsx
+++ b/src/components/WhyModal.tsx
@@ -1,6 +1,10 @@
 import React from "react";
 import { Modal, Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
+
+const colors = Colors.dark;
+
 type Props = {
   visible: boolean;
   reasons: string[];
@@ -42,11 +46,11 @@ export default function WhyModal({ visible, reasons, onClose, onNextSuggestion }
 const styles = StyleSheet.create({
   backdrop: {
     flex: 1,
-    backgroundColor: "rgba(0,0,0,0.24)",
+    backgroundColor: "rgba(9,0,11,0.72)",
     justifyContent: "flex-end",
   },
   sheet: {
-    backgroundColor: "#fff",
+    backgroundColor: colors.surface,
     borderTopLeftRadius: 20,
     borderTopRightRadius: 20,
     padding: 18,
@@ -55,12 +59,13 @@ const styles = StyleSheet.create({
   title: {
     fontSize: 18,
     fontWeight: "800",
+    color: colors.textPrimary,
   },
   reasons: {
     gap: 8,
   },
   reasonLine: {
-    color: "#222",
+    color: colors.textSecondary,
     lineHeight: 20,
   },
   actions: {
@@ -70,24 +75,24 @@ const styles = StyleSheet.create({
   primaryBtn: {
     flex: 1,
     borderRadius: 12,
-    backgroundColor: "#111",
+    backgroundColor: colors.ctaCream,
     alignItems: "center",
     paddingVertical: 11,
   },
   primaryBtnText: {
-    color: "#fff",
+    color: colors.ctaText,
     fontWeight: "800",
   },
   secondaryBtn: {
     flex: 1,
     borderRadius: 12,
     borderWidth: 1,
-    borderColor: "#ddd",
+    borderColor: colors.border,
     alignItems: "center",
     paddingVertical: 11,
   },
   secondaryBtnText: {
-    color: "#111",
+    color: colors.textPrimary,
     fontWeight: "700",
   },
 });
diff --git a/src/components/WhyOutfitModal.tsx b/src/components/WhyOutfitModal.tsx
index 4bc4b30..4276dba 100644
--- a/src/components/WhyOutfitModal.tsx
+++ b/src/components/WhyOutfitModal.tsx
@@ -1,6 +1,10 @@
 import React from "react";
 import { Modal, Pressable, StyleSheet, Text, View } from "react-native";
 
+import { Colors } from "@/constants/theme";
+
+const colors = Colors.dark;
+
 type Props = {
   visible: boolean;
   reasons: string[];
@@ -43,11 +47,11 @@ export default function WhyOutfitModal({ visible, reasons, onClose, onRegenerate
 const styles = StyleSheet.create({
   backdrop: {
     flex: 1,
-    backgroundColor: "rgba(0,0,0,0.25)",
+    backgroundColor: "rgba(9,0,11,0.72)",
     justifyContent: "flex-end",
   },
   sheet: {
-    backgroundColor: "#fff",
+    backgroundColor: colors.surface,
     borderTopLeftRadius: 20,
     borderTopRightRadius: 20,
     padding: 18,
@@ -56,16 +60,17 @@ const styles = StyleSheet.create({
   title: {
     fontSize: 18,
     fontWeight: "800",
+    color: colors.textPrimary,
   },
   list: {
     gap: 8,
   },
   reasonText: {
-    color: "#222",
+    color: colors.textSecondary,
     lineHeight: 20,
   },
   empty: {
-    color: "#666",
+    color: colors.textMuted,
   },
   actions: {
     flexDirection: "row",
@@ -74,24 +79,24 @@ const styles = StyleSheet.create({
   secondaryBtn: {
     flex: 1,
     borderWidth: 1,
-    borderColor: "#ddd",
+    borderColor: colors.border,
     borderRadius: 12,
     paddingVertical: 11,
     alignItems: "center",
   },
   secondaryBtnText: {
-    color: "#111",
+    color: colors.textPrimary,
     fontWeight: "700",
   },
   primaryBtn: {
     flex: 1,
-    backgroundColor: "#111",
+    backgroundColor: colors.ctaCream,
     borderRadius: 12,
     paddingVertical: 11,
     alignItems: "center",
   },
   primaryBtnText: {
-    color: "#fff",
+    color: colors.ctaText,
     fontWeight: "800",
   },
 });
diff --git a/src/components/outfit/AccessoryStrip.tsx b/src/components/outfit/AccessoryStrip.tsx
index 815708b..470d99d 100644
--- a/src/components/outfit/AccessoryStrip.tsx
+++ b/src/components/outfit/AccessoryStrip.tsx
@@ -136,16 +136,16 @@ const styles = StyleSheet.create({
     width: 38,
   },
   morePill: {
-    backgroundColor: "rgba(17,19,26,0.08)",
+    backgroundColor: "rgba(25,0,25,0.08)",
     justifyContent: "center",
   },
   moreText: {
-    color: colors.textMuted,
+    color: colors.textOnLightSecondary,
     fontSize: 12,
     fontWeight: "800",
   },
   modalRoot: {
-    backgroundColor: "rgba(10,10,15,0.32)",
+    backgroundColor: "rgba(25,0,25,0.32)",
     flex: 1,
     justifyContent: "flex-start",
     paddingHorizontal: 24,
diff --git a/src/components/outfit/FlatLayCanvas.tsx b/src/components/outfit/FlatLayCanvas.tsx
index 3e326aa..0b4e7ec 100644
--- a/src/components/outfit/FlatLayCanvas.tsx
+++ b/src/components/outfit/FlatLayCanvas.tsx
@@ -1,6 +1,6 @@
 import AppImage from "@/src/components/common/AppImage";
 import React from "react";
-import { StyleSheet, Text, View } from "react-native";
+import { StyleSheet, View } from "react-native";
 
 import { Colors } from "@/constants/theme";
 import { getItemImageUrl } from "@/src/lib/itemImage";
@@ -23,19 +23,17 @@ function Piece({ item, slot }: { item: ClothingItem | null; slot: SlotKey }) {
   const uri = item ? getItemImageUrl(item, { variant: "thumb" }) : null;
   const frame = LAYOUT[slot];
 
+  if (!uri) return null;
+
   return (
     <View pointerEvents="none" style={[styles.piece, frame]}>
-      {uri ? (
-        <AppImage
-          source={{
-            uri,
-          }}
-          resizeMode="contain"
-          style={StyleSheet.absoluteFill}
-        />
-      ) : (
-        <Text style={styles.placeholder}>{slot}</Text>
-      )}
+      <AppImage
+        source={{
+          uri,
+        }}
+        resizeMode="contain"
+        style={StyleSheet.absoluteFill}
+      />
     </View>
   );
 }
@@ -59,17 +57,11 @@ const styles = StyleSheet.create({
     overflow: "hidden",
     backgroundColor: Colors.dark.outfitBoardBackground,
     borderWidth: 1,
-    borderColor: "rgba(17,19,26,0.08)",
+    borderColor: Colors.dark.borderWarm,
   },
   piece: {
     position: "absolute",
     alignItems: "center",
     justifyContent: "center",
   },
-  placeholder: {
-    color: Colors.dark.textMuted,
-    fontSize: 11,
-    fontWeight: "700",
-    textTransform: "uppercase",
-  },
 });

From e67ddde2ac34cea53895c0539baaaf639a122946 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Wed, 6 May 2026 11:23:40 -0500
Subject: [PATCH 81/93] feat(app): refine AURA frontend experience

---
 app/(auth)/login.tsx                          |    2 +-
 app/(auth)/register.tsx                       |   11 +-
 app/(onboarding)/index.tsx                    |   24 +
 app/(tabs)/ai.tsx                             |  665 +++++++--
 app/(tabs)/calendar.tsx                       |  154 +-
 app/(tabs)/closet.tsx                         |  223 +--
 app/(tabs)/index.tsx                          |  316 +++-
 app/(tabs)/item/[id].tsx                      |  790 +++++-----
 app/(tabs)/laundry.tsx                        |  173 ++-
 app/(tabs)/profile.tsx                        |   98 +-
 app/(tabs)/studio.tsx                         |  390 ++++-
 app/_layout.tsx                               |  212 ++-
 app/aura/swipe.tsx                            |    4 +-
 app/insights.tsx                              |   68 +-
 constants/theme.ts                            |  173 ++-
 src/addItem/AddItemWizard.tsx                 |   12 +-
 src/addItem/components/AddItemPhotoPanel.tsx  |    4 +-
 src/addItem/sections/AdvancedSections.tsx     |    5 -
 src/auth/userProfile.ts                       |    6 +-
 src/components/AiAccent.ts                    |    2 +-
 src/components/DailyOutfitCard.tsx            |   20 +-
 src/components/FloatingGlassTabBar.tsx        |   27 +-
 src/components/ai/AuraChatDrawer.tsx          |   32 +-
 src/components/ai/AuraHeader.tsx              |   57 +-
 src/components/ai/AuraQuickChips.tsx          |   43 +-
 src/components/ai/AuraReplyCard.tsx           |  436 ++----
 src/components/ai/ChatList.tsx                |   64 +-
 src/components/ai/ChatMessage.tsx             |  320 ++--
 src/components/ai/InputBar.tsx                |  136 +-
 src/components/ai/OutfitMessage.tsx           |   18 +-
 src/components/ai/aiTheme.ts                  |   12 +-
 src/components/aura/AuraGlassCard.tsx         |    4 +-
 src/components/aura/AuraGradientButton.tsx    |    2 +-
 src/components/aura/AuraLookCard.tsx          | 1318 +++++++++--------
 src/components/aura/AuraTrainingCard.tsx      |   12 +-
 src/components/aura/ItemDetailSheet.tsx       |   16 +-
 src/components/calendar/CalendarHeader.tsx    |   39 +-
 .../closet/ClosetCategorySection.tsx          |    8 +-
 src/components/closet/ClosetControlsRow.tsx   |    2 +-
 src/components/closet/ClosetFilterSheet.tsx   |    4 +-
 src/components/closet/ClosetHeader.tsx        |    2 +-
 .../closet/ClosetInventoryHeader.tsx          |   13 +-
 src/components/closet/ClosetItemCard.tsx      |   12 +-
 .../closet/ClosetProcessingSection.tsx        |   14 +-
 .../closet/MinimumClosetProgressCard.tsx      |   30 +-
 src/components/home/HomeHero.tsx              |  110 +-
 src/components/home/QuickActionRail.tsx       |   28 +-
 src/components/home/SmartToolsGrid.tsx        |   36 +-
 src/components/home/homeTypography.ts         |   36 +-
 .../insights/AuraInsightsDashboard.tsx        |   96 +-
 src/components/profile/LookDetailModal.tsx    |   31 +-
 src/components/shop/ShopOptionsSheet.tsx      |  505 +++++++
 .../suggestions/WardrobeSuggestionCard.tsx    |  303 ++++
 src/components/ui/AuraPrimitives.tsx          |  567 +++++++
 src/components/ui/AuraSkeleton.tsx            |   49 +
 src/components/ui/auraStylePrimitives.ts      |   84 +-
 src/contexts/AuthContext.tsx                  |   54 +-
 src/hooks/aura/useAuraComposerState.ts        |   10 +
 src/lib/aiChats.ts                            |    1 +
 src/lib/aura.ts                               |   39 +-
 src/lib/auraActions.ts                        |   37 +-
 src/lib/auraChatHelpers.ts                    |    2 +-
 src/lib/auraLooks.ts                          |   30 +-
 src/lib/auraMemory.ts                         |   60 +
 src/lib/auraSwipe.ts                          |   17 +-
 src/lib/deleteItem.ts                         |   91 ++
 src/lib/outfitSnapshot.ts                     |  348 +++++
 src/lib/productRecommendations.ts             |  680 +++++++++
 src/lib/suggestionAnalytics.ts                |   73 +
 src/lib/text.ts                               |   28 +
 src/lib/userProfile.ts                        |   16 +-
 src/lib/wardrobeInsights.ts                   |    1 +
 src/lib/wardrobeSuggestions.ts                |  455 ++++++
 src/lib/wearOutfit.ts                         |  450 ++++++
 src/onboarding/onboardingOptions.ts           |    1 +
 src/profile/screens.tsx                       |   25 +-
 src/types/StylingIntelligence.ts              |   47 +
 src/types/UserProfilePreferences.ts           |    3 +
 src/types/aura.ts                             |    8 +
 src/utils/dailyOutfits.ts                     |    7 +
 80 files changed, 7487 insertions(+), 2814 deletions(-)
 create mode 100644 src/components/shop/ShopOptionsSheet.tsx
 create mode 100644 src/components/suggestions/WardrobeSuggestionCard.tsx
 create mode 100644 src/components/ui/AuraPrimitives.tsx
 create mode 100644 src/components/ui/AuraSkeleton.tsx
 create mode 100644 src/lib/deleteItem.ts
 create mode 100644 src/lib/outfitSnapshot.ts
 create mode 100644 src/lib/productRecommendations.ts
 create mode 100644 src/lib/suggestionAnalytics.ts
 create mode 100644 src/lib/wardrobeSuggestions.ts
 create mode 100644 src/lib/wearOutfit.ts
 create mode 100644 src/types/StylingIntelligence.ts

diff --git a/app/(auth)/login.tsx b/app/(auth)/login.tsx
index 3554375..67bbd89 100644
--- a/app/(auth)/login.tsx
+++ b/app/(auth)/login.tsx
@@ -143,7 +143,7 @@ export default function LoginScreen() {
 
   return (
     <AuthScaffold
-      eyebrow="WARDROBE AI"
+      eyebrow="YOUR AI WARDROBE STYLIST"
       title="Welcome back"
       subtitle="Sign in to pick up your wardrobe, planner, and AURA recommendations."
       footer={
diff --git a/app/(auth)/register.tsx b/app/(auth)/register.tsx
index adc365d..b626188 100644
--- a/app/(auth)/register.tsx
+++ b/app/(auth)/register.tsx
@@ -42,7 +42,10 @@ export default function RegisterScreen() {
       setLoading(true);
       const credential = await createUserWithEmailAndPassword(auth, normalizedEmail, password);
       await Promise.all([
-        saveUserAccountProfile(credential.user.uid, { name: normalizedName }),
+        saveUserAccountProfile(credential.user.uid, {
+          name: normalizedName,
+          displayName: normalizedName,
+        }),
         saveUserProfilePreferences(credential.user.uid, {
           ...EMPTY_USER_PROFILE_PREFERENCES,
           firstName: normalizedName,
@@ -59,9 +62,9 @@ export default function RegisterScreen() {
 
   return (
     <AuthScaffold
-      eyebrow="NEW ACCOUNT"
-      title="Create your wardrobe profile"
-      subtitle="Set up AURA so your stylist can personalize from day one."
+      eyebrow="YOUR AI WARDROBE STYLIST"
+      title="Create your AURA profile"
+      subtitle="Set up your wardrobe profile so AURA can personalize from day one."
       footer={
         <View style={{ alignItems: "flex-start" }}>
           <AuthInlineLink label="Already have an account? Sign in" onPress={() => router.replace("/(auth)/login")} />
diff --git a/app/(onboarding)/index.tsx b/app/(onboarding)/index.tsx
index 2e05d7e..0bf8828 100644
--- a/app/(onboarding)/index.tsx
+++ b/app/(onboarding)/index.tsx
@@ -35,6 +35,7 @@ import {
 } from "@/src/lib/userProfile";
 import {
   FIT_OPTIONS,
+  BUDGET_OPTIONS,
   OCCASION_OPTIONS,
   SHOE_SIZES_EU,
   STEPS,
@@ -223,6 +224,11 @@ export default function OnboardingScreen() {
       const profileToSave: UserProfilePreferences = {
         ...normalizedSizingDraft,
         onboardingCompleted: true,
+        displayName:
+          (draft.firstName ?? "").trim() ||
+          user.displayName ||
+          user.email?.split("@")[0] ||
+          null,
         region: normalizedSizingDraft.region ?? detected.region,
         unitsPreference: draft.unitsPreference,
         units,
@@ -300,6 +306,11 @@ export default function OnboardingScreen() {
           user.displayName ||
           user.email?.split("@")[0] ||
           null,
+        displayName:
+          (draft.firstName ?? "").trim() ||
+          user.displayName ||
+          user.email?.split("@")[0] ||
+          null,
       });
       await saveUserProfilePreferences(user.uid, profileToSave);
       router.replace("/(tabs)");
@@ -678,6 +689,19 @@ function QuickProfileStep({
         }
         singleSelect
       />
+
+      <ChipGroup
+        label="Budget preference"
+        values={BUDGET_OPTIONS as unknown as string[]}
+        selected={draft.budgetPreference ? [draft.budgetPreference] : []}
+        onToggle={(value) =>
+          onDraftChange((prev) => ({
+            ...prev,
+            budgetPreference: value as UserProfilePreferences["budgetPreference"],
+          }))
+        }
+        singleSelect
+      />
     </View>
   );
 }
diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 58bf042..9a226d1 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -1,7 +1,7 @@
 import { LinearGradient } from "expo-linear-gradient";
 import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
-import { Alert, AppState, Image, Keyboard, KeyboardEvent, Platform, Share, Text, View } from "react-native";
+import { Alert, AppState, Image, Keyboard, KeyboardEvent, Platform, Share, View } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import AuraHeader from "@/src/components/ai/AuraHeader";
@@ -9,9 +9,10 @@ import AuraChatDrawer from "@/src/components/ai/AuraChatDrawer";
 import AuraQuickChips from "@/src/components/ai/AuraQuickChips";
 import ChatList from "@/src/components/ai/ChatList";
 import InputBar from "@/src/components/ai/InputBar";
+import ShopOptionsSheet from "@/src/components/shop/ShopOptionsSheet";
 import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
-import AnimatedAuraRing from "@/src/components/aura/AnimatedAuraRing";
-import AuraPressable from "@/src/components/aura/AuraPressable";
+import { AuraButton, AuraText } from "@/src/components/ui/auraStylePrimitives";
+import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { DOCK_HEIGHT, FLOATING_CONTROL_GAP } from "@/src/constants/dock";
 import type {
@@ -61,7 +62,14 @@ import { runHaptic } from "@/src/lib/haptics";
 import { getItemImageUrl } from "@/src/lib/itemImage";
 import { listenToItems, updateLaundryStatus } from "@/src/lib/items";
 import { buildMinimumClosetSummary } from "@/src/lib/minimumCloset";
+import { loadUserProfilePreferences } from "@/src/lib/userProfile";
+import {
+  buildAdHocWardrobeSuggestion,
+  buildWardrobeSuggestions,
+  type WardrobeSuggestion,
+} from "@/src/lib/wardrobeSuggestions";
 import { Toast } from "@/src/lib/toast";
+import { sanitizeMultilineDisplayText } from "@/src/lib/text";
 import { Colors } from "@/constants/theme";
 import {
   appendMessageToChat,
@@ -89,15 +97,13 @@ import {
 } from "@/src/lib/localCache";
 import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLookAction, AuraLookOptionMeta, AuraResponse } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 import { markAnalyzedOutfitWorn } from "@/src/utils/dailyOutfits";
 
 const TRAIN_AURA_CHIP_LABEL = "Train AURA faster";
 const AURA_TOP_CHIPS = [
-  TRAIN_AURA_CHIP_LABEL,
+  "Style me today",
   "Top priorities",
-  "Shopping list",
-  "Dressier options",
-  "Warm-weather",
 ];
 const DEFAULT_CHIPS = AURA_TOP_CHIPS.filter((chip) => chip !== TRAIN_AURA_CHIP_LABEL);
 const AURA_LOGO_SOURCE = require("../../assets/images/aura-tab-mark.png");
@@ -116,12 +122,15 @@ const DEBUG_AURA_CLIENT =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const OUTERWEAR_REQUEST_RE =
   /\b(with jacket|with jackets|jackets?|outerwear|coat|blazer|hoodie|cardigan|overshirt|layered|layers)\b/i;
-const AURA_EMPTY_STATE_CHIPS = [
-  "Style me today",
-  "Build from my closet",
-  "Polish this outfit",
-  "What should I wear tonight?",
-];
+const WARDROBE_BUYING_ADVICE_RE =
+  /\b(what\s+(?:should|do)\s+i\s+(?:buy|add|get)|what(?:'s| is)?\s+missing|closet\s+gaps?|wardrobe\s+gaps?|improve\s+(?:my\s+)?wardrobe|complete\s+(?:my\s+)?wardrobe|shopping\s+list|top\s+priorit(?:y|ies)|smart\s+buys?)\b/i;
+const MANUAL_SELECTED_OUTFIT_RE =
+  /\b(improve|refine|fix|polish|style)\b[\s\S]{0,80}\b(manually built outfit|selected pieces|selected closet|from my closet)\b/i;
+const RECENT_ITEM_ANCHOR_PROMPT_RE =
+  /\b(suggest|recommend|build|make|create|pull|put together|plan|style|dress|what should i wear|outfit|look|fit)\b/i;
+const RECENT_WARDROBE_ADD_RE =
+  /\b(added|saved|imported)\b[\s\S]{0,50}\b(wardrobe|closet)\b/i;
+const AURA_EMPTY_STATE_PROMPT = "Style me today";
 type AskAuraOptions = {
   retryUserMessage?: AIMessage;
   removeMessageId?: string;
@@ -145,11 +154,11 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
         marginBottom: 10,
         borderRadius: 24,
         overflow: "hidden",
-        borderWidth: 0.75,
-        borderColor: colors.border,
-        backgroundColor: colors.surfaceGlass,
+        borderWidth: 1,
+        borderColor: colors.borderSoft,
+        backgroundColor: colors.surface,
         padding: layout.screenSize === "compact" ? 14 : 16,
-        gap: 13,
+        gap: 14,
       }}
     >
       <LinearGradient
@@ -168,51 +177,36 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
           />
         </View>
         <View style={{ flex: 1, gap: 4 }}>
-          <Text
+          <AuraText
+            variant="section"
             style={{
-              color: colors.text,
               fontSize: layout.screenSize === "compact" ? 17 : 18,
               lineHeight: layout.screenSize === "compact" ? 22 : 23,
-              fontWeight: "900",
-              letterSpacing: 0,
             }}
           >
             Ask your stylist
-          </Text>
-          <Text
-            style={{
-              color: colors.textSecondary,
-              fontSize: 12.5,
-              lineHeight: 18,
-              fontWeight: "600",
-            }}
+          </AuraText>
+          <AuraText
+            variant="caption"
+            tone="secondary"
+            style={{ fontSize: 12.5, lineHeight: 18 }}
           >
-            Start with a plan, a photo, or a closet question.
-          </Text>
+            Start with a look for today, or type whatever you need.
+          </AuraText>
         </View>
       </View>
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
-        {AURA_EMPTY_STATE_CHIPS.map((chip) => (
-          <AuraPressable
-            key={chip}
-            onPress={() => onPrompt(chip)}
-            haptic="selection"
-            hapticTrigger="press"
-            pressedScale={0.96}
-            pressedOpacity={0.88}
-            style={{
-              borderRadius: 999,
-              paddingHorizontal: 10,
-              paddingVertical: 7,
-              backgroundColor: colors.chipBackground,
-              borderWidth: 0.75,
-              borderColor: colors.border,
-            }}
-          >
-            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800" }}>{chip}</Text>
-          </AuraPressable>
-        ))}
-      </View>
+      <AuraButton
+        label={AURA_EMPTY_STATE_PROMPT}
+        onPress={() => onPrompt(AURA_EMPTY_STATE_PROMPT)}
+        variant="primary"
+        size="compact"
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.97}
+        pressedOpacity={0.9}
+        style={{ alignSelf: "flex-start", minHeight: 42 }}
+        textStyle={{ fontSize: 13, lineHeight: 17 }}
+      />
     </View>
   );
 }
@@ -227,21 +221,20 @@ function AuraChatLoadingState() {
         marginBottom: 12,
         borderRadius: 24,
         borderWidth: 1,
-        borderColor: colors.border,
-        backgroundColor: colors.surfaceGlass,
+        borderColor: colors.borderSoft,
+        backgroundColor: colors.surface,
         padding: 18,
-        flexDirection: "row",
-        alignItems: "center",
         gap: 14,
       }}
     >
-      <AnimatedAuraRing size={44} stroke={2} rotationDuration={4200} />
-      <View style={{ flex: 1, gap: 4 }}>
-        <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>AURA is getting ready</Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 18 }}>
-          Pulling in your latest closet context.
-        </Text>
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
+        <AuraSkeleton width={44} height={44} radius={22} />
+        <View style={{ flex: 1, gap: 7 }}>
+          <AuraSkeletonLine width="46%" height={13} />
+          <AuraSkeletonLine width="76%" height={10} />
+        </View>
       </View>
+      <AuraSkeleton height={74} radius={18} />
     </View>
   );
 }
@@ -273,9 +266,13 @@ function cleanIntroText(value: unknown) {
   return String(value ?? "").replace(/\s+/g, " ").trim();
 }
 
+function cleanStructuredText(value: unknown) {
+  return sanitizeMultilineDisplayText(String(value ?? ""));
+}
+
 function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
   const request = cleanIntroText(userRequest).toLowerCase();
-  const reply = cleanIntroText(data.reply);
+  const reply = cleanStructuredText(data.reply);
   if (reply) return reply;
 
   const candidateItems = data.candidateItems ?? data.candidates ?? [];
@@ -313,6 +310,10 @@ function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
     return "Got you — I pulled a look together that stays close to that direction.";
   }
 
+  if (data.wardrobeSuggestions?.length) {
+    return reply || "I found the highest-leverage wardrobe gaps to work on first.";
+  }
+
   if (data.presentation === "candidate_preview") {
     return "I found this item. Review it before I add it to your wardrobe.";
   }
@@ -379,13 +380,19 @@ function resolveOutfitSourcePhoto(messages: AIMessage[], sourceMessage: AIMessag
     .find((attachment): attachment is ChatImageAttachment => attachment.type === "image");
 }
 
+function hasRenderableAuraLook(look?: AuraResponse["look"] | null) {
+  return Boolean(
+    look?.pieces?.some((piece) => cleanIntroText(piece.itemName)),
+  );
+}
+
 function createAssistantMessage(
   data: AuraResponse,
   overrides?: Partial<AIMessage>,
   options?: { userRequest?: string }
 ): AIMessage {
   const candidateItems = data.candidateItems ?? data.candidates ?? [];
-  const normalizedData = candidateItems.length
+  const surfaceData = candidateItems.length
     ? {
         ...data,
         presentation: "candidate_preview" as const,
@@ -393,6 +400,11 @@ function createAssistantMessage(
         candidates: candidateItems,
       }
     : data;
+  const normalizedData = {
+    ...surfaceData,
+    look: hasRenderableAuraLook(surfaceData.look) ? surfaceData.look : null,
+    lookOptions: surfaceData.lookOptions?.filter(hasRenderableAuraLook),
+  };
   const shouldUseCard =
     normalizedData.presentation === "card" ||
     normalizedData.presentation === "candidate_preview" ||
@@ -401,6 +413,7 @@ function createAssistantMessage(
     !!normalizedData.outfitAnalysis ||
     !!normalizedData.look ||
     !!normalizedData.lookOptions?.length ||
+    !!normalizedData.wardrobeSuggestions?.length ||
     !!candidateItems.length ||
     ((!!normalizedData.outfitItems?.length ||
       !!normalizedData.ownedPieces?.length ||
@@ -425,16 +438,16 @@ function createAssistantMessage(
       rawKeys: Object.keys(data),
     });
   }
-  const assistantIntroText = shouldUseCard
+  const assistantText = shouldUseCard
     ? buildAssistantCardIntro(normalizedData, options?.userRequest)
-    : cleanIntroText(normalizedData.reply);
+    : cleanStructuredText(normalizedData.reply);
   const createdAt = overrides?.createdAt ?? Date.now();
   return {
     id: overrides?.id ?? createMessageId(),
     type: "assistant",
     kind: shouldUseCard ? "aura_card" : "aura_text",
-    text: assistantIntroText || normalizedData.reply,
-    assistantIntroText: assistantIntroText || undefined,
+    text: assistantText || normalizedData.reply,
+    assistantIntroText: shouldUseCard ? assistantText || undefined : undefined,
     streaming: overrides?.streaming,
     aura: shouldUseCard ? normalizedData : undefined,
     createdAt,
@@ -600,56 +613,145 @@ function buildExistingOutfitStylingResponse(
   const base = compactLookBase(look);
   const anchor = top || bottom || look.lookTitle || "the strongest piece";
   const baseLine = base ? `Base: ${base}.` : `Base: ${look.lookTitle}.`;
+  const pieceRelationship =
+    top && bottom
+      ? `Keep ${top} and ${bottom} as the main relationship.`
+      : "Keep the main pieces visually connected.";
 
   let title = "How to style it";
-  let advice =
-    `Wear ${anchor} as the anchor and keep the rest intentional: clean proportions, one clear focal point, and no extra clutter. ` +
-    "If the fit feels flat, sharpen it with a small tuck, cleaner socks, or one refined accessory.";
-  let swaps =
-    "Optional swaps: change one thing only, like cleaner shoes for polish, a relaxed shoe for ease, or a simple layer if the weather needs it.";
+  let reply = [
+    "Quick take:",
+    `${baseLine} Wear ${anchor} as the anchor and keep the rest intentional.`,
+    "",
+    "How to wear it:",
+    "- Keep the proportions clean and avoid adding extra focal points.",
+    `- ${pieceRelationship}`,
+    "- If it feels flat, sharpen it with a small tuck, cleaner socks, or one refined accessory.",
+    "",
+    "Swap / add:",
+    "- Change one thing only: cleaner shoes for polish, a relaxed shoe for ease, or a simple layer if the weather needs it.",
+    "",
+    "Styling note:",
+    "The outfit should feel edited, not busy.",
+  ].join("\n");
 
   if (/\b(dressier|formal|sharper|office|work)\b/.test(normalized)) {
     title = "Make it dressier";
-    advice =
-      `Keep ${anchor} as the base, then make the silhouette cleaner: neater tuck, sharper hem break, and minimal accessories. ` +
-      "The goal is refined, not overdressed.";
-    swaps =
-      `Optional swaps: ${shoes ? `trade ${shoes} for loafers, boots, or your cleanest low-profile shoes` : "use your cleanest low-profile shoes"}; add a watch or simple chain; layer a blazer or structured jacket if you own one.`;
+    reply = [
+      "Keep:",
+      `- ${anchor} as the base.`,
+      `- ${pieceRelationship}`,
+      "",
+      "Swap / add:",
+      `- ${shoes ? `Trade ${shoes} for loafers, boots, or your cleanest low-profile shoes.` : "Use your cleanest low-profile shoes."}`,
+      "- Add a structured jacket, watch, or simple chain if you own one.",
+      "",
+      "Why it works:",
+      "- Cleaner lines make the same outfit read more intentional.",
+      "- One polished swap raises the formality without rebuilding the look.",
+      "",
+      "Styling note:",
+      "The goal is refined, not overdressed.",
+    ].join("\n");
   } else if (/\b(casual|relaxed|easy|everyday)\b/.test(normalized)) {
     title = "Make it more casual";
-    advice =
-      `Soften the outfit around ${anchor}: keep the lines relaxed, let one piece sit slightly loose, and avoid anything too shiny or formal.`;
-    swaps =
-      `Optional swaps: ${shoes ? `keep ${shoes} if they feel easy, or swap to a softer sneaker` : "use a softer sneaker"}; skip heavy accessories; add a light overshirt if it needs shape.`;
+    reply = [
+      "Keep:",
+      `- ${anchor} as the anchor.`,
+      `- ${pieceRelationship}`,
+      "",
+      "Swap / add:",
+      `- ${shoes ? `Keep ${shoes} if they feel easy, or swap to a softer sneaker.` : "Use a softer sneaker."}`,
+      "- Skip heavy accessories and add a light overshirt only if it needs shape.",
+      "",
+      "Why it works:",
+      "- Relaxed lines make the outfit feel more natural for everyday wear.",
+      "- Keeping one clear anchor stops the casual version from looking random.",
+      "",
+      "Styling note:",
+      "Make it easier, not sloppier.",
+    ].join("\n");
   } else if (/\b(streetwear|bold|bolder|statement|edge)\b/.test(normalized)) {
     title = "Push the styling";
-    advice =
-      `Let ${anchor} carry the attitude, then add contrast through proportion: a stronger layer, chunkier shoe, or one statement accessory.`;
-    swaps =
-      "Optional swaps: add headwear or a heavier shoe if it fits the vibe, but keep the color story tight so it does not get crowded.";
+    reply = [
+      "Keep:",
+      `- ${anchor} as the attitude piece.`,
+      `- ${pieceRelationship}`,
+      "",
+      "Swap / add:",
+      "- Add contrast through proportion: a stronger layer, chunkier shoe, or one statement accessory.",
+      "- Keep the color story tight so the bolder styling does not get crowded.",
+      "",
+      "Why it works:",
+      "- Streetwear reads best when the silhouette has confidence.",
+      "- One statement is stronger than several competing ones.",
+      "",
+      "Styling note:",
+      "Push the shape first, then the accessories.",
+    ].join("\n");
   } else if (intent === "MODIFY_OUTFIT") {
     title = "Refine this look";
-    advice =
-      `Keep the core outfit intact, especially ${anchor}. Tighten the styling by changing the mood around it rather than rebuilding from scratch.`;
-    swaps =
-      "Optional swaps: adjust one anchor-adjacent piece, like shoes, outerwear, or one accessory, then leave the rest alone.";
+    reply = [
+      "Keep:",
+      `- The core outfit intact, especially ${anchor}.`,
+      `- ${pieceRelationship}`,
+      "",
+      "Swap / add:",
+      "- Adjust one anchor-adjacent piece: shoes, outerwear, or one accessory.",
+      "- Leave the rest alone so the outfit still feels deliberate.",
+      "",
+      "Why it works:",
+      "- Small edits preserve the strongest parts of the look.",
+      "- Changing one piece gives you a clearer mood shift than rebuilding everything.",
+      "",
+      "Styling note:",
+      "This needs a sharper edit, not a full reset.",
+    ].join("\n");
   }
-
-  const pieceNote =
-    top && bottom
-      ? `Let ${top} and ${bottom} stay as the main relationship.`
-      : "Keep the main pieces visually connected.";
+  const attachedLook: NonNullable<AuraResponse["look"]> = {
+    ...look,
+    lookTitle:
+      title === "Make it dressier"
+        ? `Dressier ${look.lookTitle || "closet look"}`
+        : title === "Make it more casual"
+          ? `Relaxed ${look.lookTitle || "closet look"}`
+          : look.lookTitle || title,
+    vibe:
+      title === "Make it dressier"
+        ? "dressier closet edit"
+        : title === "Make it more casual"
+          ? "casual closet edit"
+          : look.vibe || "closet edit",
+    shortExplanation:
+      title === "Make it dressier"
+        ? "AURA is keeping the same closet pieces visible while styling them in a cleaner direction."
+        : title === "Make it more casual"
+          ? "AURA is keeping the same closet pieces visible while softening the styling."
+          : look.shortExplanation || "AURA is using the current look as the styling context.",
+    stylingNote:
+      title === "Make it dressier"
+        ? "Use cleaner finishing details so the outfit reads sharper without pretending you own different pieces."
+        : title === "Make it more casual"
+          ? "Relax the styling details and keep the outfit easy."
+          : look.stylingNote || "Use the card below as the current outfit context.",
+    pieces: (look.pieces ?? []).map((piece) => ({...piece})),
+    fromCloset: [...(look.fromCloset ?? [])],
+    addToComplete: [...(look.addToComplete ?? [])],
+    alternates: [...(look.alternates ?? [])],
+    actions: look.actions?.length ? look.actions : ["likeLook", "notMyVibe", "showMoreLikeThis", "makeItDressier"],
+  };
 
   return {
     title,
-    presentation: "chat",
-    reply: `${baseLine} ${advice} ${pieceNote} ${swaps}`,
+    presentation: attachedLook.pieces.length ? "card" : "chat",
+    reply,
     reason: "",
-    outfitItems: [],
-    ownedPieces: [],
-    recommendedAdditions: [],
+    outfitItems: attachedLook.fromCloset,
+    ownedPieces: attachedLook.fromCloset,
+    recommendedAdditions: attachedLook.addToComplete,
     swapSuggestion: "",
     chips: ["Make it dressier", "Make it more casual", "Give me another one"],
+    look: attachedLook.pieces.length ? attachedLook : null,
   };
 }
 
@@ -657,6 +759,178 @@ function promptRequestsOuterwear(prompt: string) {
   return OUTERWEAR_REQUEST_RE.test(String(prompt ?? ""));
 }
 
+function promptRequestsWardrobeBuyingAdvice(prompt: string) {
+  return WARDROBE_BUYING_ADVICE_RE.test(String(prompt ?? ""));
+}
+
+function promptHasManualSelectedOutfit(prompt: string) {
+  const text = String(prompt ?? "");
+  return MANUAL_SELECTED_OUTFIT_RE.test(text) && /\bcloset item id:|selected item ids?:/i.test(text);
+}
+
+function timestampMillis(value: unknown) {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  if (!value || typeof value !== "object") return 0;
+  const timestamp = value as { toMillis?: () => number; seconds?: number; nanoseconds?: number };
+  if (typeof timestamp.toMillis === "function") {
+    const millis = timestamp.toMillis();
+    return Number.isFinite(millis) ? millis : 0;
+  }
+  if (typeof timestamp.seconds === "number") {
+    return timestamp.seconds * 1000 + Math.floor((timestamp.nanoseconds ?? 0) / 1000000);
+  }
+  return 0;
+}
+
+function itemFreshnessMillis(item: ClothingItem) {
+  const updatedAt = timestampMillis((item as { updatedAt?: unknown }).updatedAt);
+  const createdAt = timestampMillis(item.createdAt);
+  return Math.max(updatedAt, createdAt);
+}
+
+function hasRecentWardrobeAddSignal(messages: AIMessage[]) {
+  return messages.slice(-12).some((entry) => {
+    if (RECENT_WARDROBE_ADD_RE.test(String(entry.text ?? ""))) return true;
+    const candidates = entry.aura?.candidateItems ?? entry.aura?.candidates ?? [];
+    return candidates.some((candidate) => candidate.status === "added");
+  });
+}
+
+function recentOutfitAnchorItemIds(
+  prompt: string,
+  items: ClothingItem[],
+  messages: AIMessage[],
+) {
+  if (!RECENT_ITEM_ANCHOR_PROMPT_RE.test(String(prompt ?? ""))) return [];
+  const now = Date.now();
+  const sawRecentAdd = hasRecentWardrobeAddSignal(messages);
+  const recentWindowMs = sawRecentAdd ? 6 * 60 * 60 * 1000 : 20 * 60 * 1000;
+  const freshest = items
+    .map((item) => ({
+      itemId: item.id,
+      timestamp: itemFreshnessMillis(item),
+    }))
+    .filter((entry) => entry.itemId && entry.timestamp > 0 && now - entry.timestamp <= recentWindowMs)
+    .sort((a, b) => b.timestamp - a.timestamp)[0];
+  return freshest ? [freshest.itemId] : [];
+}
+
+function buildWardrobeBaseLine(items: ClothingItem[]) {
+  const categoryCounts = items.reduce(
+    (counts, item) => {
+      const category = String(item.category ?? "").toLowerCase();
+      if (/\bhoodie|tee|t-?shirt|shirt|top|sweater|sweatshirt|polo\b/.test(`${category} ${item.name ?? ""} ${item.subCategory ?? ""}`.toLowerCase())) {
+        counts.tops += 1;
+      } else if (/\bjean|denim|pant|trouser|short|bottom|skirt\b/.test(`${category} ${item.name ?? ""} ${item.subCategory ?? ""}`.toLowerCase())) {
+        counts.bottoms += 1;
+      } else if (/\bshoe|sneaker|boot|loafer|footwear\b/.test(`${category} ${item.name ?? ""} ${item.subCategory ?? ""}`.toLowerCase())) {
+        counts.footwear += 1;
+      } else if (/\bjacket|coat|outerwear|hoodie|blazer|overshirt\b/.test(`${category} ${item.name ?? ""} ${item.subCategory ?? ""}`.toLowerCase())) {
+        counts.outerwear += 1;
+      }
+      return counts;
+    },
+    { tops: 0, bottoms: 0, footwear: 0, outerwear: 0 },
+  );
+  const strengths = [
+    categoryCounts.tops > 1 ? "tops" : "",
+    categoryCounts.bottoms > 1 ? "bottoms" : "",
+    categoryCounts.footwear > 1 ? "shoes" : "",
+    categoryCounts.outerwear > 1 ? "layers" : "",
+  ].filter(Boolean);
+
+  if (!items.length) {
+    return "Your closet is still early, which is useful: the next piece can shape the whole system.";
+  }
+  if (strengths.length >= 2) {
+    return `Your closet already has a real base, especially around ${strengths.slice(0, 3).join(", ")}.`;
+  }
+  if (strengths.length === 1) {
+    return `Your closet already has a starting point, especially around ${strengths[0]}.`;
+  }
+  return "Your closet already has a few useful pieces; the next move is making them easier to style together.";
+}
+
+function buildWardrobeSuggestionReply(suggestions: WardrobeSuggestion[], items: ClothingItem[]) {
+  const first = suggestions[0];
+  if (!first) {
+    return [
+      "Quick take:",
+      "Your core wardrobe looks covered right now.",
+      "",
+      "Top priorities:",
+      "1. Wear the strongest pieces you already own.",
+      "2. Repeat the outfits that feel easiest.",
+      "3. Only add a piece when a real outfit keeps asking for it.",
+      "",
+      "Next move:",
+      "Build from your closet first, then shop with a specific gap in mind.",
+    ].join("\n");
+  }
+  const estimate = Math.max(0, Math.round(first.outfitsUnlockedEstimate));
+  const topSuggestions = suggestions.slice(0, 3);
+  const priorityLines = topSuggestions.map((suggestion, index) => `${index + 1}. ${suggestion.itemType}`);
+  const whyLines = topSuggestions.map((suggestion) => {
+    const reason = suggestion.reason.replace(/\s*Estimated impact:.*$/i, "").trim();
+    return `- ${reason || `${suggestion.itemType} unlocks more outfit paths.`}`;
+  });
+  return [
+    "Quick take:",
+    `${buildWardrobeBaseLine(items)} Start with ${first.itemType}; it is the highest-leverage gap.`,
+    "",
+    "Top priorities:",
+    ...priorityLines,
+    "",
+    "Why these help:",
+    ...whyLines,
+    "",
+    "Next move:",
+    estimate > 0
+      ? `Find one strong ${first.itemType} before lower-impact buys; it should unlock about ${estimate} new outfit${estimate === 1 ? "" : "s"}.`
+      : `Find one strong ${first.itemType} before adding anything lower impact.`,
+  ].join("\n").replace(/\n{3,}/g, "\n\n").trim();
+}
+
+function buildWardrobeSuggestionAuraResponse(suggestions: WardrobeSuggestion[], items: ClothingItem[]): AuraResponse {
+  if (!suggestions.length) {
+    return {
+      title: "Closet gaps",
+      presentation: "chat",
+      reply: buildWardrobeSuggestionReply(suggestions, items),
+      reason: "",
+      outfitItems: [],
+      ownedPieces: [],
+      recommendedAdditions: [],
+      swapSuggestion: "",
+      missingPieces: [],
+      upgradeSuggestions: [],
+      upgradeSuggestionItems: [],
+      wardrobeSuggestions: [],
+      chips: ["Build from my closet", "Use unworn pieces", "Make it dressier"],
+    };
+  }
+
+  const first = suggestions[0];
+  return {
+    title: "What to add next",
+    presentation: "card",
+    reply: buildWardrobeSuggestionReply(suggestions, items),
+    reason: `Start with ${first.itemType}. It is the cleanest gap to fill first, and it gives AURA more range without making the closet feel cluttered.`,
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: suggestions.map((suggestion) => suggestion.itemType),
+    swapSuggestion: "",
+    missingPieces: suggestions.map((suggestion) => suggestion.itemType),
+    upgradeSuggestions: suggestions.slice(1).map((suggestion) => suggestion.itemType),
+    upgradeSuggestionItems: suggestions.map((suggestion) => ({
+      label: suggestion.itemType,
+      searchQuery: suggestion.itemType,
+    })),
+    wardrobeSuggestions: suggestions,
+    chips: ["Find options", "Use only my closet", "Build outfits first"],
+  };
+}
+
 function lookHasOuterwear(look?: AuraResponse["look"] | null) {
   return Boolean(
     look?.pieces?.some((piece) => {
@@ -763,6 +1037,7 @@ function repairLookForOuterwearRequirement(
   return {
     ...look,
     lookTitle: nextTitle,
+    stylingIntelligence: null,
     stylingNote: look.stylingNote
       ? `${look.stylingNote} Layer in ${outerwearPiece.itemName.toLowerCase()} to complete the silhouette.`
       : `Layer in ${outerwearPiece.itemName.toLowerCase()} to complete the silhouette.`,
@@ -833,6 +1108,7 @@ function buildAuraResponseFromSwipeBatch(
     ownedPieces: primaryLook?.fromCloset ?? [],
     recommendedAdditions: primaryLook?.addToComplete ?? [],
     swapSuggestion: "",
+    stylingIntelligence: primaryLook?.stylingIntelligence ?? null,
     chips: [
       "Show me 3 more",
       "Make them more formal",
@@ -844,13 +1120,48 @@ function buildAuraResponseFromSwipeBatch(
   };
 }
 
+function summarizeAuraLookForHistory(look: NonNullable<AuraResponse["look"]>, index?: number) {
+  const title = cleanIntroText(look.lookTitle || (index ? `Look ${index}` : "Current look"));
+  const pieces = (look.pieces ?? [])
+    .slice(0, 6)
+    .map((piece) => {
+      const role = cleanIntroText(piece.role);
+      const name = cleanIntroText(piece.itemName);
+      const source = piece.source === "closet" ? "owned" : "suggested";
+      const itemId = cleanIntroText(piece.itemId);
+      return [role, name, source, itemId ? `id ${itemId}` : ""].filter(Boolean).join(": ");
+    })
+    .filter(Boolean);
+  return [`${index ? `Look ${index}` : "Current look"}: ${title}`, pieces.length ? `Pieces: ${pieces.join(" | ")}` : ""]
+    .filter(Boolean)
+    .join("\n");
+}
+
+function buildAssistantHistoryText(message: AIMessage) {
+  const parts = [cleanStructuredText(message.aura?.reply ?? message.text)].filter(Boolean);
+  const looks = message.aura?.lookOptions?.length
+    ? message.aura.lookOptions.slice(0, 3)
+    : message.aura?.look
+      ? [message.aura.look]
+      : [];
+  if (looks.length) {
+    parts.push(
+      [
+        "Rendered outfit context for follow-ups:",
+        ...looks.map((look, index) => summarizeAuraLookForHistory(look, looks.length > 1 ? index + 1 : undefined)),
+      ].join("\n"),
+    );
+  }
+  return parts.join("\n\n").trim();
+}
+
 function buildAuraHistory(messages: AIMessage[]) {
   return messages
     .filter((message) => message.type === "user" || message.type === "assistant")
     .map((message) => {
       const text =
         message.type === "assistant"
-          ? String(message.aura?.reply ?? message.text ?? "").trim()
+          ? buildAssistantHistoryText(message)
           : String(message.text ?? "").trim();
       if (!text) return null;
       return {
@@ -904,6 +1215,7 @@ export default function AIScreen() {
   const uid = user?.uid ?? null;
   const {
     attachmentRole,
+    clearComposer,
     handleAttachmentRoleChange,
     handleMicPress,
     handlePickImages,
@@ -918,6 +1230,8 @@ export default function AIScreen() {
   } = useAuraComposerState({ uid });
   const [loading, setLoading] = useState(false);
   const [items, setItems] = useState<ClothingItem[]>([]);
+  const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
+  const [activeShopSuggestion, setActiveShopSuggestion] = useState<WardrobeSuggestion | null>(null);
   const [isComposerFocused, setIsComposerFocused] = useState(false);
   const [keyboardHeight, setKeyboardHeight] = useState(0);
   const [composerHeight, setComposerHeight] = useState(DEFAULT_COMPOSER_HEIGHT);
@@ -990,6 +1304,26 @@ export default function AIScreen() {
     };
   }, [uid]);
 
+  useEffect(() => {
+    let active = true;
+    if (!uid) {
+      setProfilePreferences(null);
+      return () => {
+        active = false;
+      };
+    }
+    void loadUserProfilePreferences(uid)
+      .then((preferences) => {
+        if (active) setProfilePreferences(preferences);
+      })
+      .catch(() => {
+        if (active) setProfilePreferences(null);
+      });
+    return () => {
+      active = false;
+    };
+  }, [uid]);
+
   const handleShareChatThread = React.useCallback(
     async (thread: AIChatThread) => {
       if (!uid) return;
@@ -1006,10 +1340,6 @@ export default function AIScreen() {
     [uid],
   );
 
-  const handleAddThreadToProject = React.useCallback(async () => {
-    Alert.alert("Projects", "Projects are coming soon.");
-  }, []);
-
   const handleTogglePinnedThread = React.useCallback(
     async (thread: AIChatThread) => {
       if (!uid) return;
@@ -1125,6 +1455,10 @@ export default function AIScreen() {
           : pendingAttachments;
       if ((!prompt && outgoingAttachments.length === 0) || loading) return;
       stopStreamingRequestedRef.current = false;
+      if (!isRetry) {
+        clearComposer();
+        setComposerHeight(DEFAULT_COMPOSER_HEIGHT);
+      }
 
       if (DEBUG_AURA_CLIENT) {
         console.log("[AURA_SEND]", "sending message", {
@@ -1216,6 +1550,7 @@ export default function AIScreen() {
         attachmentCount: uploadedAttachments.length,
         hasPreviousLook: !!lastLookForIntent,
       });
+      const isManualSelectedOutfit = promptHasManualSelectedOutfit(prompt);
       const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, historyMessagesBeforeRequest);
       const shouldForceStructuredBatch = wantsStructuredOutfitBatch(
         prompt,
@@ -1228,7 +1563,8 @@ export default function AIScreen() {
         historyMessagesBeforeRequest,
       );
       const shouldRouteToExistingLook =
-        chatIntent === "STYLE_EXISTING" || chatIntent === "MODIFY_OUTFIT";
+        !isManualSelectedOutfit &&
+        (chatIntent === "STYLE_EXISTING" || chatIntent === "MODIFY_OUTFIT");
       const structuredOutfitPrompt = shouldForceStructuredBatch ? structuredBatchPrompt : prompt;
       const outfitDiversity = buildAuraOutfitDiversityContext(
         options?.forceOutfitDiversity ? "Try again" : prompt,
@@ -1237,6 +1573,11 @@ export default function AIScreen() {
           multiLook: shouldForceStructuredBatch,
         },
       );
+      const outfitAnchorItemIds = recentOutfitAnchorItemIds(
+        prompt,
+        items,
+        intentContextMessages,
+      );
       if (DEBUG_AURA_CLIENT) {
         console.log("[AURA_INTENT]", "chat intent route", {
           prompt,
@@ -1250,6 +1591,7 @@ export default function AIScreen() {
               ? "outfit_generator"
               : "stream_stylist",
           outfitGeneratorWillRun: !shouldRouteToExistingLook && shouldForceStructuredOutfit,
+          anchorItemIds: outfitAnchorItemIds,
         });
       }
       if (DEBUG_AURA_CLIENT && outfitDiversity.shouldAvoidRepeats) {
@@ -1264,10 +1606,6 @@ export default function AIScreen() {
       }
       setMessages(nextLocalMessages);
       setFocusMessageId(userMessage.id);
-      if (!override && !isRetry) {
-        setMessage("");
-        setPendingAttachments([]);
-      }
       const streamingMessageId = createMessageId();
       const streamingMessageCreatedAt = Math.max(Date.now(), messageOrderMillis(userMessage) + 1);
       const streamingMessageLocalSequence = nextLocalMessageSequence();
@@ -1335,6 +1673,49 @@ export default function AIScreen() {
           });
         }
 
+        if (promptRequestsWardrobeBuyingAdvice(prompt) && uploadedAttachments.length === 0) {
+          const savedLookSignals = requestHistoryMessages.flatMap((entry) => {
+            const looks = [
+              entry.aura?.look,
+              ...(entry.aura?.lookOptions ?? []),
+            ].filter((look): look is import("@/src/types/aura").AuraLook => !!look);
+            return looks.map((look) => ({
+              addToComplete: look.addToComplete,
+            }));
+          });
+          const suggestions = buildWardrobeSuggestions({
+            items,
+            profilePreferences,
+            savedLooks: savedLookSignals,
+          });
+          const suggestionResponse = buildWardrobeSuggestionAuraResponse(suggestions, items);
+          const assistantMessage = createAssistantMessage(suggestionResponse, {
+            id: streamingMessageId,
+            createdAt: streamingMessageCreatedAt,
+            clientCreatedAt: streamingMessageCreatedAt,
+            localSequence: streamingMessageLocalSequence,
+            replyToMessageId: userMessage.id,
+            streaming: false,
+          }, {
+            userRequest: prompt,
+          });
+          logAuraChatState("message_created", {
+            messageId: assistantMessage.id,
+            type: assistantMessage.type,
+            kind: assistantMessage.kind,
+            source: "wardrobe_suggestions",
+            suggestionCount: suggestions.length,
+          });
+          setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
+          setQuickChips(suggestionResponse.chips?.length ? suggestionResponse.chips : DEFAULT_CHIPS);
+          await appendMessageToChat(uid, chatId, assistantMessage);
+          await updateChatThread(uid, chatId, {
+            title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
+          });
+          await refreshRecentThreads();
+          return;
+        }
+
         if (shouldRouteToExistingLook) {
           const stylingResponse = lastLookForIntent
             ? buildExistingOutfitStylingResponse(prompt, lastLookForIntent, chatIntent)
@@ -1436,6 +1817,7 @@ export default function AIScreen() {
             intentText: structuredOutfitPrompt,
             numOutfits: desiredLookCount,
             items,
+            anchorItemIds: outfitAnchorItemIds,
             excludeItemIds: outfitDiversity.excludedItemIds,
             recentItemIds: outfitDiversity.recentItemIds,
             previousLookItemIds: outfitDiversity.previousLookItemIds,
@@ -1612,6 +1994,7 @@ export default function AIScreen() {
             intentText: structuredBatchPrompt,
             numOutfits: desiredLookCount,
             items,
+            anchorItemIds: outfitAnchorItemIds,
             excludeItemIds: outfitDiversity.excludedItemIds,
             recentItemIds: outfitDiversity.recentItemIds,
             previousLookItemIds: outfitDiversity.previousLookItemIds,
@@ -1762,17 +2145,17 @@ export default function AIScreen() {
     },
     [
       activeChatId,
+      clearComposer,
       items,
       latestMessagesRef,
       loading,
       message,
       minimumClosetSummary,
       pendingAttachments,
+      profilePreferences,
       refreshRecentThreads,
       setActiveChatId,
-      setMessage,
       setMessages,
-      setPendingAttachments,
       setQuickChips,
       stopStreamingRequestedRef,
       streamAbortControllerRef,
@@ -1829,6 +2212,16 @@ export default function AIScreen() {
       const promptBase = look?.lookTitle || sourceMessage.aura?.title || "this look";
       if (!look || !uid) return;
       if (loading) return;
+      if (action === "shopMissingPieces") {
+        const missingPieces = look.addToComplete.filter(Boolean);
+        const suggestion = missingPieces[0]
+          ? buildAdHocWardrobeSuggestion(missingPieces[0])
+          : buildWardrobeSuggestions({ items, profilePreferences })[0] ?? null;
+        if (suggestion) {
+          setActiveShopSuggestion(suggestion);
+          return;
+        }
+      }
       await handleSharedAuraLookAction({
         uid,
         action,
@@ -1846,9 +2239,10 @@ export default function AIScreen() {
         onAlert: (title, message, buttons) => Alert.alert(title, message, buttons),
         onAfterSave: () => runHaptic("light"),
         onAfterPlan: () => runHaptic("light"),
+        onAfterWear: () => runHaptic("light"),
       });
     },
-    [activeChatId, handleAsk, loading, uid]
+    [activeChatId, handleAsk, items, loading, profilePreferences, uid]
   );
 
   const updateCandidateStatuses = React.useCallback(
@@ -2066,7 +2460,7 @@ export default function AIScreen() {
   }, [handleAsk, isBooting, routePrompt, routePromptKey, uid]);
 
   const chatBackgroundColors = useMemo(
-    () => ["#120014", Colors.dark.backgroundDeep, Colors.dark.backgroundDark] as const,
+    () => ["#111014", Colors.dark.backgroundDeep, Colors.dark.backgroundDark] as const,
     [],
   );
   const chatBottomGlowColors = useMemo(
@@ -2200,7 +2594,10 @@ export default function AIScreen() {
   ]);
   const showEmptyState = orderedMessages.length === 0 && !loading && !isBooting && !message.trim();
   const showKeyboardWatermark = keyboardHeight > 0 && orderedMessages.length < 2 && !showEmptyState;
-  const visibleHeroChips = AURA_TOP_CHIPS;
+  const visibleHeroChips =
+    orderedMessages.length === 0 && !showEmptyState && !loading && !isBooting && !message.trim()
+      ? AURA_TOP_CHIPS.slice(0, 1)
+      : [];
   const emptyChatState = useMemo(
     () =>
       isBooting ? (
@@ -2265,19 +2662,21 @@ export default function AIScreen() {
         }}
       />
 
-        <View style={{ paddingTop: 6, paddingBottom: 4 }}>
-          <AuraQuickChips
-            variant="pills"
-            chips={visibleHeroChips}
-            onPress={(chip) => {
-              if (chip === TRAIN_AURA_CHIP_LABEL) {
-                handleTrainingPress();
-                return;
-              }
-              void handleAsk(chip);
-            }}
-          />
-        </View>
+        {visibleHeroChips.length ? (
+          <View style={{ paddingTop: 6, paddingBottom: 4 }}>
+            <AuraQuickChips
+              variant="pills"
+              chips={visibleHeroChips}
+              onPress={(chip) => {
+                if (chip === TRAIN_AURA_CHIP_LABEL) {
+                  handleTrainingPress();
+                  return;
+                }
+                void handleAsk(chip);
+              }}
+            />
+          </View>
+        ) : null}
 
         <View style={{ flex: 1, marginTop: 2, minHeight: 0 }}>
           <ChatList
@@ -2344,6 +2743,13 @@ export default function AIScreen() {
         onMicPress={() => void handleMicPress()}
         recording={recordingAudio}
         />
+        <ShopOptionsSheet
+          visible={Boolean(activeShopSuggestion)}
+          suggestion={activeShopSuggestion}
+          userId={uid}
+          sourceScreen="outfit_card"
+          onDismiss={() => setActiveShopSuggestion(null)}
+        />
         <AuraChatDrawer
         visible={chatDrawerOpen}
         colors={colors}
@@ -2351,7 +2757,6 @@ export default function AIScreen() {
         threads={recentThreads}
         onClose={() => setChatDrawerOpen(false)}
         onShareChat={handleShareChatThread}
-        onAddToProject={handleAddThreadToProject}
         onTogglePin={handleTogglePinnedThread}
         onRenameChat={handleRenameThread}
         onArchiveChat={handleArchiveThread}
diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index 0e1014c..d6b3115 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -1,6 +1,5 @@
 import { router } from "expo-router";
 import { BlurView } from "expo-blur";
-import { doc, increment, serverTimestamp, writeBatch } from "firebase/firestore";
 import { Ionicons } from "@expo/vector-icons";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import { Alert, Modal, Pressable, RefreshControl, ScrollView, StyleSheet, Text, View } from "react-native";
@@ -27,6 +26,7 @@ import {
   auraSheetBackdropStyle,
   auraTypography,
 } from "@/src/components/ui/auraStylePrimitives";
+import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import { useDayEvents } from "@/src/hooks/useDayEvents";
 import { useDayWeather } from "@/src/hooks/useDayWeather";
 import { useNow } from "@/src/hooks/useNow";
@@ -40,7 +40,6 @@ import {
   clearPlan,
   copyPlan,
   setPlanned,
-  setWorn,
   subscribeOutfitByDate,
   subscribeOutfitsInRange,
 } from "@/src/utils/dailyOutfits";
@@ -50,15 +49,15 @@ import { getLoggedOutfitDays, getOutfitStreak } from "@/src/utils/streak";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
-import { db } from "@/src/lib/firebase";
-import { MAX_WEARS_BEFORE_WASH, listenToItems, normalizeLaundryStatus, toCanonicalCategory } from "@/src/lib/items";
+import { listenToItems, normalizeLaundryStatus, toCanonicalCategory } from "@/src/lib/items";
 import { impactLight } from "@/src/lib/haptics";
 import { Toast } from "@/src/lib/toast";
+import { markOutfitWorn, planOutfitForToday } from "@/src/lib/wearOutfit";
 import { FLOATING_TAB_BAR_HEIGHT } from "@/src/constants/dock";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 type SectionIconName = "calendar" | "sparkles" | "chart.bar.xaxis";
-type SlotKey = keyof OutfitItemsByCategory;
+type SlotKey = Exclude<keyof OutfitItemsByCategory, "accessories">;
 type RailWeather = { high?: number; low?: number; label?: string };
 
 const WEEKDAY_LABELS = ["S", "M", "T", "W", "T", "F", "S"] as const;
@@ -81,6 +80,23 @@ function SectionHeader({ icon, title }: { icon: SectionIconName; title: string }
   );
 }
 
+function CalendarStatusSkeleton() {
+  const layout = useResponsiveLayout();
+  return (
+    <View
+      style={{
+        gap: 10,
+        padding: layout.cardPadding,
+        borderRadius: layout.mediumRadius,
+        overflow: "hidden",
+      }}
+    >
+      <AuraSkeletonLine width="42%" height={12} />
+      <AuraSkeleton height={56} radius={14} />
+    </View>
+  );
+}
+
 function isPastDate(date: Date) {
   return toDayKey(date) < toDayKey(new Date());
 }
@@ -646,25 +662,41 @@ export default function CalendarScreen() {
     if (record?.plannedOutfit) return record.plannedOutfit;
     if (!selectedLook) return null;
     const planned = lookToPlanned(selectedLook);
-    const next = await setPlanned(uid, selectedDayKey, planned);
+    await planOutfitForToday({
+      uid,
+      source: "calendar",
+      title: selectedLook.label,
+      look: planned,
+      date: day.selectedDate,
+    });
+    const next = {
+      dateKey: selectedDayKey,
+      plannedOutfit: planned,
+    };
     if (!next) return null;
-    setRecord(next);
+    setRecord((prev) => ({ ...(prev ?? { dateKey: selectedDayKey }), plannedOutfit: planned }));
     return next.plannedOutfit ?? null;
-  }, [record?.plannedOutfit, selectedDayKey, selectedLook, uid]);
+  }, [day.selectedDate, record?.plannedOutfit, selectedDayKey, selectedLook, uid]);
 
   const onUseOutfit = useCallback(async () => {
     if (!uid || !selectedLook) return;
     try {
       const planned = lookToPlanned(selectedLook);
-      const next = await setPlanned(uid, selectedDayKey, planned);
-      setRecord(next);
+      await planOutfitForToday({
+        uid,
+        source: "calendar",
+        title: selectedLook.label,
+        look: planned,
+        date: day.selectedDate,
+      });
+      setRecord((prev) => ({ ...(prev ?? { dateKey: selectedDayKey }), plannedOutfit: planned }));
       setSelectedLookId(selectedLook.id);
       Toast.success("Planned", "Outfit attached to this day.");
       await hapticLight();
     } catch (error: any) {
       Toast.error("Plan failed", error?.message ?? "Unable to plan this outfit.");
     }
-  }, [selectedDayKey, selectedLook, uid]);
+  }, [day.selectedDate, selectedDayKey, selectedLook, uid]);
 
   const onClearPlan = useCallback(async () => {
     if (!uid) return;
@@ -755,56 +787,42 @@ export default function CalendarScreen() {
       return;
     }
 
-    const wornItems = planned.itemsByCategory;
-    if (toDayKey(day.selectedDate) === toDayKey(new Date()) && uid) {
-      const ids = [wornItems.outerwear, wornItems.top, wornItems.bottom, wornItems.shoes].filter(Boolean) as string[];
-      for (const itemId of ids) {
-        const item = itemsById.get(itemId);
-        if (!item) continue;
-        if (normalizeLaundryStatus(item) === "in_laundry") {
-          Alert.alert("Cannot mark outfit worn", `${item.name || item.category} is in laundry.`);
-          return;
-        }
-        if ((item.wearCountSinceWash ?? 0) >= MAX_WEARS_BEFORE_WASH) {
-          Alert.alert("Wash required", `${item.name || item.category} reached the wear limit.`);
-          return;
-        }
-      }
-
-      try {
-        setSaving(true);
-        const batch = writeBatch(db);
-        ids.forEach((itemId) => {
-          const itemRef = doc(db, "users", uid, "items", itemId);
-          batch.update(itemRef, {
-            status: "WORN",
-            laundryStatus: "needs_wash",
-            wearCountSinceWash: increment(1),
-            lastWornDate: serverTimestamp(),
-            lastWornAt: serverTimestamp(),
-            laundryUpdatedAt: serverTimestamp(),
-          });
-        });
-        await batch.commit();
-      } catch (e: unknown) {
-        const err = e as { message?: string };
-        Toast.error("Error", err.message ?? "Failed to update worn status");
-      } finally {
-        setSaving(false);
+    if (!uid) return;
+    try {
+      setSaving(true);
+      const result = await markOutfitWorn({
+        uid,
+        source: "calendar",
+        title: selectedLook?.label ?? "Calendar outfit",
+        look: planned,
+        wornAt: day.selectedDate,
+        updateItemWearCounts: toDayKey(day.selectedDate) === toDayKey(new Date()),
+      });
+      setRecord((prev) => ({
+        ...(prev ?? { dateKey: selectedDayKey }),
+        plannedOutfit: planned ?? prev?.plannedOutfit,
+        wornOutfit: {
+          itemsByCategory: planned.itemsByCategory,
+          wornAt: day.selectedDate.getTime(),
+          source: "calendar",
+          title: selectedLook?.label ?? "Calendar outfit",
+          outfitSnapshot: result.outfitSnapshot,
+        },
+      }));
+      if (result.alreadyMarked) {
+        Toast.success("Already marked worn today", "This outfit was not double-counted.");
+      } else {
+        Toast.worn();
       }
+      await loadStreakData();
+      await hapticLight();
+    } catch (e: unknown) {
+      const err = e as { message?: string };
+      Toast.error("Couldn't mark worn. Try again.", err.message);
+    } finally {
+      setSaving(false);
     }
-
-    if (!uid) return;
-
-    const next = await setWorn(uid, selectedDayKey, {
-      itemsByCategory: wornItems,
-      wornAt: Date.now(),
-    });
-    setRecord(next);
-    Toast.worn();
-    await loadStreakData();
-    await hapticLight();
-  }, [day.selectedDate, itemsById, loadStreakData, record?.plannedOutfit, selectedDayKey, selectedLook, uid]);
+  }, [day.selectedDate, loadStreakData, record?.plannedOutfit, selectedDayKey, selectedLook, uid]);
 
   const swapOptions = useMemo(() => {
     if (!swapSlot) return [];
@@ -904,7 +922,7 @@ export default function CalendarScreen() {
           <View style={[themedStyles.card, themedStyles.emptyDayCard]}>
             <Text style={themedStyles.emptyDayTitle}>No outfit logged</Text>
             <Text style={themedStyles.muted}>
-              Nothing was marked worn for {selectedDateLabel}. You can still plan a look if you want this day filled in.
+              Nothing was marked worn for {selectedDateLabel}.
             </Text>
             <Pressable style={themedStyles.planCta} onPress={() => setSelectedLookId("casual")}>
               <Text style={themedStyles.planCtaText}>Plan an outfit</Text>
@@ -941,14 +959,12 @@ export default function CalendarScreen() {
           </View>
           <View style={themedStyles.insightsList}>
             {weeklyInsights.map((line) => (
-              <Pressable key={line} onPress={() => router.push("/(tabs)")}>
-                <Text style={themedStyles.muted}>• {line}</Text>
-              </Pressable>
+              <Text key={line} style={themedStyles.muted}>{line}</Text>
             ))}
           </View>
         </View>
 
-        {loadingItems ? <Text style={themedStyles.muted}>Loading wardrobe…</Text> : null}
+        {loadingItems ? <CalendarStatusSkeleton /> : null}
         {saving ? <Text style={themedStyles.muted}>Saving worn status…</Text> : null}
       </ScrollView>
 
@@ -1058,7 +1074,7 @@ return StyleSheet.create({
   monthPickerText: {
     color: colors.lightPurple,
     fontSize: 12,
-    fontWeight: "900",
+    fontWeight: "700",
   },
   sectionGap: {
     height: layout.sectionGap - 4,
@@ -1077,7 +1093,7 @@ return StyleSheet.create({
     color: colors.text,
     fontSize: 18,
     lineHeight: 24,
-    fontWeight: "900",
+    fontWeight: "700",
     marginBottom: 4,
   },
   muted: {
@@ -1182,7 +1198,7 @@ return StyleSheet.create({
     color: colors.text,
     fontSize: 17,
     lineHeight: 22,
-    fontWeight: "900",
+    fontWeight: "700",
     textAlign: "center",
   },
   weekdayRow: {
@@ -1195,7 +1211,7 @@ return StyleSheet.create({
     color: colors.textSecondary,
     fontSize: 11,
     lineHeight: 14,
-    fontWeight: "900",
+    fontWeight: "600",
     textAlign: "center",
   },
   calendarGrid: {
@@ -1224,7 +1240,7 @@ return StyleSheet.create({
   dateText: {
     fontSize: 14,
     lineHeight: 18,
-    fontWeight: "900",
+    fontWeight: "700",
     textAlign: "center",
   },
   todayMarker: {
diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index 32338b3..b8cb945 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -22,7 +22,7 @@ import {
   View,
 } from "react-native";
 import { Ionicons } from "@expo/vector-icons";
-import { deleteDoc, doc, getDoc, updateDoc, writeBatch } from "firebase/firestore";
+import { doc, getDoc, updateDoc, writeBatch } from "firebase/firestore";
 
 import {
   ClosetFilterSheet,
@@ -47,6 +47,7 @@ import {
   auraSurfaceTiers,
   auraTypography,
 } from "@/src/components/ui/auraStylePrimitives";
+import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import type { ChatImageAttachment } from "@/src/components/ai/chatTypes";
 import {
   type CategoryKey,
@@ -66,6 +67,7 @@ import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { FLOATING_CONTROL_GAP } from "@/src/constants/dock";
 import { db } from "@/src/lib/firebase";
+import { deleteWardrobeItem } from "@/src/lib/deleteItem";
 import {
   createAuraItemDraftsFromCandidates,
   createAuraItemDraftsFromImages,
@@ -85,8 +87,6 @@ import { logItemStyleEvent } from "@/src/lib/auraMemory";
 import {
   getMinimumClosetProgress,
   getSuggestedAddItemCategory,
-  MINIMUM_CLOSET_TARGETS,
-  MINIMUM_CLOSET_UNLOCK_ITEM_COUNT,
 } from "@/src/lib/minimumCloset";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
 import { Toast } from "@/src/lib/toast";
@@ -159,17 +159,6 @@ const CLOSET_FAB_SIZE = 66;
 const CLOSET_FAB_DOCK_GAP = 22;
 const CLOSET_ADD_MENU_GAP = 8;
 const DEBUG_CLOSET_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
-const FIRST_CLOSET_AURA_PROMPT =
-  "My closet is empty. What should I add first so AURA can build strong outfits? Give me a concise starter plan with tops, bottoms, footwear, one layer, and one accessory.";
-
-const FIRST_CLOSET_TARGETS = [
-  { key: "tops", label: "Tops", target: MINIMUM_CLOSET_TARGETS.tops },
-  { key: "bottoms", label: "Bottoms", target: MINIMUM_CLOSET_TARGETS.bottoms },
-  { key: "footwear", label: "Footwear", target: MINIMUM_CLOSET_TARGETS.footwear },
-  { key: "outerwear", label: "Outerwear", target: MINIMUM_CLOSET_TARGETS.outerwear },
-  { key: "accessories", label: "Accessory", target: MINIMUM_CLOSET_TARGETS.accessories },
-] as const;
-
 function debugClosetLog(...args: Parameters<typeof console.log>) {
   if (DEBUG_CLOSET_CLIENT) {
     console.log(...args);
@@ -365,7 +354,7 @@ const ClosetSearchResultsHeader = React.memo(function ClosetSearchResultsHeader(
 
   return (
     <View style={{ marginBottom: 12, gap: 8 }}>
-      <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "800" }}>
+      <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "600" }}>
         Showing {shownCount} of {totalCount} result{totalCount === 1 ? "" : "s"} for {query.trim()}.
       </Text>
       {hasMore ? (
@@ -408,21 +397,37 @@ const ClosetSearchEmptyState = React.memo(function ClosetSearchEmptyState() {
         No exact match
       </Text>
       <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
-        Try brand, category, or color.
+        Try a broader search.
       </Text>
     </View>
   );
 });
 
+const ClosetLoadingSkeleton = React.memo(function ClosetLoadingSkeleton() {
+  const layout = useResponsiveLayout();
+
+  return (
+    <View style={{ gap: 18, paddingTop: 10 }}>
+      <View style={{ flexDirection: "row", gap: 12 }}>
+        <AuraSkeleton height={218} radius={layout.mediumRadius} style={{ flex: 1 }} />
+        <AuraSkeleton height={218} radius={layout.mediumRadius} style={{ flex: 1 }} />
+      </View>
+      <AuraSkeletonLine width="44%" height={14} />
+      <View style={{ flexDirection: "row", gap: 12 }}>
+        <AuraSkeleton height={218} radius={layout.mediumRadius} style={{ flex: 1 }} />
+        <AuraSkeleton height={218} radius={layout.mediumRadius} style={{ flex: 1 }} />
+      </View>
+    </View>
+  );
+});
+
 const ClosetEmptyState = React.memo(function ClosetEmptyState({
   filtered,
   onAddItem,
-  onAskAura,
   onClearFilters,
 }: {
   filtered: boolean;
   onAddItem: () => void;
-  onAskAura: () => void;
   onClearFilters: () => void;
 }) {
   const { colors } = useAppTheme();
@@ -453,47 +458,14 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
       </View>
       <View style={{ gap: 7 }}>
         <Text style={[auraTypography.sectionTitle, { color: colors.text }]}>
-          {filtered ? "No pieces match these filters" : "Your closet is ready for its first pieces"}
+          {filtered ? "No pieces match" : "Start your closet"}
         </Text>
         <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
           {filtered
-            ? "Broaden the view and Closet will get back to the category-first browser."
-            : "Add a few clean photos so AURA can start building outfits from what you actually own."}
+            ? "Clear the filters to return to your full wardrobe."
+            : "Add a few clean photos so AURA can build from what you own."}
         </Text>
       </View>
-      {!filtered ? (
-        <View style={{ gap: 10 }}>
-          <Text style={{ color: colors.lightPurple, fontSize: 11, fontWeight: "900", letterSpacing: 1 }}>
-            {MINIMUM_CLOSET_UNLOCK_ITEM_COUNT}-PIECE STYLE CORE
-          </Text>
-          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-            {FIRST_CLOSET_TARGETS.map((target) => (
-              <View
-                key={target.key}
-                style={{
-                  flexGrow: 1,
-                  flexBasis: "30%",
-                  minWidth: 104,
-                  borderRadius: 8,
-                  borderWidth: 1,
-                  borderColor: colors.border,
-                  backgroundColor: colors.surfaceInteractive,
-                  paddingHorizontal: 10,
-                  paddingVertical: 9,
-                  gap: 2,
-                }}
-              >
-                <Text style={{ color: colors.text, fontSize: 17, lineHeight: 21, fontWeight: "900" }}>
-                  {target.target}
-                </Text>
-                <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }} numberOfLines={1}>
-                  {target.label}
-                </Text>
-              </View>
-            ))}
-          </View>
-        </View>
-      ) : null}
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 10 }}>
         <AuraPressable
           onPress={filtered ? onClearFilters : onAddItem}
@@ -511,22 +483,6 @@ const ClosetEmptyState = React.memo(function ClosetEmptyState({
             {filtered ? "Clear filters" : "Add item"}
           </Text>
         </AuraPressable>
-        <AuraPressable
-          onPress={onAskAura}
-          haptic="selection"
-          hapticTrigger="press"
-          pressedScale={0.97}
-          style={{
-            ...auraButtonStyle(colors, "secondary"),
-            minHeight: 40,
-            borderRadius: 999,
-            paddingHorizontal: 14,
-          }}
-        >
-          <Text style={[auraButtonTextStyle(colors, "secondary"), { fontSize: 13, lineHeight: 17 }]}>
-            {filtered ? "Ask AURA" : "Ask AURA what to add first"}
-          </Text>
-        </AuraPressable>
       </View>
     </View>
   );
@@ -560,7 +516,7 @@ const ClosetSectionHeader = React.memo(function ClosetSectionHeader({
         }}
       >
         <View style={{ flexDirection: "row", alignItems: "center", gap: 9, flex: 1 }}>
-          <Text style={{ color: colors.text, fontSize: 19, lineHeight: 24, fontWeight: "900", letterSpacing: 0 }}>
+          <Text style={{ color: colors.text, fontSize: 19, lineHeight: 24, fontWeight: "600", letterSpacing: 0 }}>
             {section.title}
           </Text>
           <View
@@ -571,7 +527,7 @@ const ClosetSectionHeader = React.memo(function ClosetSectionHeader({
               backgroundColor: "rgba(251,228,216,0.06)",
             }}
           >
-            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800", fontVariant: ["tabular-nums"] }}>
+            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "600", fontVariant: ["tabular-nums"] }}>
               {section.itemCount}
             </Text>
           </View>
@@ -605,10 +561,10 @@ const ClosetSubcategoryHeader = React.memo(function ClosetSubcategoryHeader({
   return (
     <View style={{ gap: 8, paddingTop: 0 }}>
       <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-        <Text style={{ color: colors.textSecondary, fontSize: 13.5, lineHeight: 18, fontWeight: "900", letterSpacing: 0 }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 13.5, lineHeight: 18, fontWeight: "600", letterSpacing: 0 }}>
           {label}
         </Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800", opacity: 0.78, fontVariant: ["tabular-nums"] }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "600", opacity: 0.86, fontVariant: ["tabular-nums"] }}>
           {count}
         </Text>
       </View>
@@ -652,7 +608,7 @@ const ClosetAddItemTile = React.memo(function ClosetAddItemTile({
       onPress={onPress}
       haptic="selection"
       hapticTrigger="press"
-      pressedScale={0.985}
+      pressedScale={0.97}
       pressedOpacity={0.9}
       style={{
         width,
@@ -697,11 +653,11 @@ const ClosetAddItemTile = React.memo(function ClosetAddItemTile({
           paddingBottom: 5,
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 12.25, lineHeight: 16, fontWeight: "700" }} numberOfLines={1}>
+        <Text style={{ color: colors.text, fontSize: 12.25, lineHeight: 16, fontWeight: "600" }} numberOfLines={1}>
           Add item
         </Text>
         <Text
-          style={{ color: colors.textSecondary, fontSize: 10.5, lineHeight: 15, fontWeight: "700", opacity: 0.66, marginTop: 4 }}
+          style={{ color: colors.textSecondary, fontSize: 10.5, lineHeight: 15, fontWeight: "600", opacity: 0.66, marginTop: 4 }}
           numberOfLines={1}
         >
           Quick capture
@@ -1320,7 +1276,7 @@ export default function ClosetScreen() {
           onPress: () => {
             void runBulkAction("Delete", async () => {
               await Promise.all(
-                selectedItems.map((item) => deleteDoc(doc(db, "users", uid, "items", item.id)))
+                selectedItems.map((item) => deleteWardrobeItem(uid, item.id, item))
               );
               clearSelection();
             });
@@ -1377,11 +1333,11 @@ export default function ClosetScreen() {
 
   const handleBulkShare = React.useCallback(() => {
     void runBulkAction("Share", async () => {
-      const title = selectedItems.length === 1 ? "Wardrobe AI item" : "Wardrobe AI selection";
+      const title = selectedItems.length === 1 ? "AURA item" : "AURA selection";
       const message =
         selectedItems.length === 1
           ? `${sanitizeDisplayText(selectedItems[0]?.name) || "Wardrobe item"}`
-          : `Wardrobe AI selection (${selectedItems.length} items): ${selectedItems
+          : `AURA selection (${selectedItems.length} items): ${selectedItems
               .map((item) => sanitizeDisplayText(item.name) || sanitizeDisplayText(item.subCategory) || item.id)
               .join(", ")}`;
       await Share.share({ title, message });
@@ -1713,7 +1669,7 @@ export default function ClosetScreen() {
           removedAt: Date.now(),
           updatedAt: Date.now(),
         });
-        await deleteDoc(itemRef);
+        await deleteWardrobeItem(uid, item.id, item);
         const afterDelete = await getDoc(itemRef);
         debugClosetLog("[ITEM_REMOVE_SUCCESS]", {
           uid,
@@ -1845,11 +1801,7 @@ export default function ClosetScreen() {
 
   const closetListEmpty = useMemo(() => {
     if (loading) {
-      return (
-        <View style={{ paddingVertical: 48, alignItems: "center" }}>
-          <ActivityIndicator color={colors.accent} />
-        </View>
-      );
+      return <ClosetLoadingSkeleton />;
     }
 
     if (isSearchMode) {
@@ -1860,23 +1812,10 @@ export default function ClosetScreen() {
       <ClosetEmptyState
         filtered={visibleItems.length > 0}
         onAddItem={openQuickAdd}
-        onAskAura={() => {
-          if (visibleItems.length > 0) {
-            router.push("/(tabs)/ai");
-            return;
-          }
-          router.push({
-            pathname: "/(tabs)/ai",
-            params: {
-              prompt: FIRST_CLOSET_AURA_PROMPT,
-              promptKey: `closet-empty-${Date.now()}`,
-            },
-          });
-        }}
         onClearFilters={clearFilters}
       />
     );
-  }, [clearFilters, colors.accent, isSearchMode, loading, openQuickAdd, visibleItems.length]);
+  }, [clearFilters, isSearchMode, loading, openQuickAdd, visibleItems.length]);
 
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
@@ -1919,7 +1858,7 @@ export default function ClosetScreen() {
               }}
             >
               <View style={{ gap: 2, flex: 1 }}>
-                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900" }}>
+                <Text style={{ color: colors.text, fontSize: 14, fontWeight: "600" }}>
                   {selectedVisibleCount} selected
                 </Text>
                 <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
@@ -1939,7 +1878,7 @@ export default function ClosetScreen() {
                   opacity: bulkActionLoading ? 0.5 : pressed ? 0.78 : 1,
                 })}
               >
-                <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800" }}>
+                <Text style={{ color: colors.text, fontSize: 12, fontWeight: "600" }}>
                   {allFilteredItemsSelected ? "Clear" : "Select all"}
                 </Text>
               </Pressable>
@@ -1956,7 +1895,7 @@ export default function ClosetScreen() {
                   opacity: bulkActionLoading ? 0.5 : pressed ? 0.78 : 1,
                 })}
               >
-                <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>
+                <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>
                   Cancel
                 </Text>
               </Pressable>
@@ -1980,18 +1919,6 @@ export default function ClosetScreen() {
                 disabled={bulkActionLoading}
                 onPress={() => void runBulkAction("Move to laundry", async () => applyBulkStatus("IN_LAUNDRY"))}
               />
-              <BulkActionPill
-                icon="refresh-outline"
-                label="Available"
-                disabled={bulkActionLoading}
-                onPress={() => void runBulkAction("Mark available", async () => applyBulkStatus("AVAILABLE"))}
-              />
-              <BulkActionPill
-                icon="star-outline"
-                label="Favorite"
-                disabled={bulkActionLoading}
-                onPress={handleBulkFavorite}
-              />
               <BulkActionPill
                 icon="sparkles-outline"
                 label="Style selected"
@@ -2159,28 +2086,16 @@ export default function ClosetScreen() {
               onPress={handleBulkMarkWorn}
             />
             <QuickAddAction
-              icon="pricetags-outline"
-              label="Edit Tags / Bulk Edit"
-              disabled
-              onPress={() => {}}
-            />
-            <QuickAddAction
-              icon="albums-outline"
-              label="Add to Collection"
-              disabled
-              onPress={() => {}}
-            />
-            <QuickAddAction
-              icon="calendar-outline"
-              label="Plan to Calendar"
-              disabled
-              onPress={() => {}}
+              icon="refresh-outline"
+              label="Mark Available"
+              disabled={bulkActionLoading}
+              onPress={() => void runBulkAction("Mark available", async () => applyBulkStatus("AVAILABLE"))}
             />
             <QuickAddAction
-              icon="archive-outline"
-              label="Archive / Hide"
-              disabled
-              onPress={() => {}}
+              icon="star-outline"
+              label="Favorite"
+              disabled={bulkActionLoading}
+              onPress={handleBulkFavorite}
             />
           </Pressable>
         </Pressable>
@@ -2370,16 +2285,16 @@ export default function ClosetScreen() {
                     borderWidth: 1,
                     borderColor: colors.border,
                     fontSize: 14,
-                    fontWeight: "700",
+                    fontWeight: "600",
                   }}
                 />
                 {productLinkInlineError ? (
-                  <Text selectable style={{ color: "#ffb2b2", fontSize: 12, lineHeight: 16, fontWeight: "700" }}>
+                  <Text selectable style={{ color: "#ffb2b2", fontSize: 12, lineHeight: 16, fontWeight: "600" }}>
                     {productLinkInlineError}
                   </Text>
                 ) : null}
                 {productLinkError ? (
-                  <Text selectable style={{ color: "#ffb2b2", fontSize: 12, lineHeight: 16, fontWeight: "700" }}>
+                  <Text selectable style={{ color: "#ffb2b2", fontSize: 12, lineHeight: 16, fontWeight: "600" }}>
                     {productLinkError}
                   </Text>
                 ) : null}
@@ -2401,7 +2316,7 @@ export default function ClosetScreen() {
                         color: colors.text,
                         fontSize: 12.5,
                         lineHeight: 16,
-                        fontWeight: "900",
+                        fontWeight: "600",
                       }}
                     >
                       {productLinkChipLabel}
@@ -2459,10 +2374,10 @@ export default function ClosetScreen() {
                   }}
                 >
                   <View style={{ gap: 5 }}>
-                    <Text style={{ color: colors.text, fontSize: 15, lineHeight: 19, fontWeight: "900" }}>
+                    <Text style={{ color: colors.text, fontSize: 15, lineHeight: 19, fontWeight: "600" }}>
                       {productLinkRecoverableError.title}
                     </Text>
-                    <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "700" }}>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "600" }}>
                       {productLinkRecoverableError.message}
                     </Text>
                   </View>
@@ -2482,7 +2397,7 @@ export default function ClosetScreen() {
                         opacity: productLinkBusy || !normalizedProductLink ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
-                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "900" }}>Try again</Text>
+                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "600" }}>Try again</Text>
                     </Pressable>
                     <Pressable
                       onPress={() => void handleAddProductLinkFromScreenshot()}
@@ -2499,7 +2414,7 @@ export default function ClosetScreen() {
                         opacity: productLinkBusy ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
-                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "900" }}>Add from screenshot</Text>
+                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "600" }}>Add from screenshot</Text>
                     </Pressable>
                     <Pressable
                       onPress={() => void handleOpenProductLinkManually()}
@@ -2516,7 +2431,7 @@ export default function ClosetScreen() {
                         opacity: !normalizedProductLink ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
-                      <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "900" }}>Open link</Text>
+                      <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "600" }}>Open link</Text>
                     </Pressable>
                     <Pressable
                       onPress={closeProductLinkSheet}
@@ -2533,7 +2448,7 @@ export default function ClosetScreen() {
                         opacity: productLinkBusy ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
-                      <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "900" }}>Cancel</Text>
+                      <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "600" }}>Cancel</Text>
                     </Pressable>
                   </View>
                 </View>
@@ -2553,7 +2468,7 @@ export default function ClosetScreen() {
                   }}
                 >
                   <ActivityIndicator color={colors.ctaCream} />
-                  <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "700" }}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "600" }}>
                     Reading product details...
                   </Text>
                 </View>
@@ -2596,7 +2511,7 @@ export default function ClosetScreen() {
                       <Text
                         selectable
                         numberOfLines={3}
-                        style={{ color: colors.text, fontSize: 16, lineHeight: 20, fontWeight: "900" }}
+                        style={{ color: colors.text, fontSize: 16, lineHeight: 20, fontWeight: "600" }}
                       >
                         {productLinkDraft.name || "Untitled item"}
                       </Text>
@@ -2648,7 +2563,7 @@ export default function ClosetScreen() {
                         }
                       />
                       <View style={{ gap: 7 }}>
-                        <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "900", textTransform: "uppercase" }}>
+                        <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "600", textTransform: "uppercase" }}>
                           Category
                         </Text>
                         <ScrollView horizontal showsHorizontalScrollIndicator={false} keyboardShouldPersistTaps="handled">
@@ -2755,13 +2670,13 @@ function ProductLinkPreviewLine({
   const { colors } = useAppTheme();
   return (
     <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-      <Text style={{ width: 58, color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "900" }}>
+      <Text style={{ width: 58, color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "600" }}>
         {label}
       </Text>
       <Text
         selectable
         numberOfLines={1}
-        style={{ flex: 1, color: colors.text, fontSize: 12, lineHeight: 15, fontWeight: "800" }}
+        style={{ flex: 1, color: colors.text, fontSize: 12, lineHeight: 15, fontWeight: "600" }}
       >
         {value}
       </Text>
@@ -2785,7 +2700,7 @@ function ProductLinkReviewField({
   const { colors } = useAppTheme();
   return (
     <View style={[{ gap: 6 }, style]}>
-      <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "900", textTransform: "uppercase" }}>
+      <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "600", textTransform: "uppercase" }}>
         {label}
       </Text>
       <TextInput
@@ -2805,7 +2720,7 @@ function ProductLinkReviewField({
           borderWidth: 1,
           borderColor: colors.border,
           fontSize: 13,
-          fontWeight: "800",
+          fontWeight: "600",
         }}
       />
     </View>
@@ -2841,7 +2756,7 @@ function QuickAddAction({
       })}
     >
       <Ionicons name={icon} size={19} color={colors.text} />
-      <Text style={[auraButtonTextStyle(colors, "secondary", disabled), { fontSize: 14.5 }]}>
+          <Text style={[auraButtonTextStyle(colors, "secondary", disabled), { fontSize: 14.5, fontWeight: "600" }]}>
         {label}
       </Text>
     </Pressable>
@@ -2887,7 +2802,7 @@ function BulkActionPill({
         style={{
           color: tone === "destructive" ? colors.danger : colors.text,
           fontSize: 11.5,
-          fontWeight: "800",
+          fontWeight: "600",
         }}
         numberOfLines={1}
       >
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index b44444a..8f6725e 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -3,7 +3,6 @@ import { LinearGradient } from "expo-linear-gradient";
 import { router, useFocusEffect } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
 import {
-  ActivityIndicator,
   Alert,
   Animated,
   InteractionManager,
@@ -19,7 +18,9 @@ import AuraPressable from "@/src/components/aura/AuraPressable";
 import AuraLookModule from "@/src/components/home/AuraLookModule";
 import HomeHero from "@/src/components/home/HomeHero";
 import QuickActionRail, { type QuickActionItem } from "@/src/components/home/QuickActionRail";
+import ShopOptionsSheet from "@/src/components/shop/ShopOptionsSheet";
 import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartToolsGrid";
+import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
 import { HOME_DEFERRED_FEATURES } from "@/src/components/home/homeDeferredFeatures";
 import { homeTypography } from "@/src/components/home/homeTypography";
@@ -41,10 +42,19 @@ import { listenToItems, normalizeLaundryStatus } from "@/src/lib/items";
 import {
   buildMinimumClosetSummary,
   getMinimumClosetProgress,
-  getSuggestedAddItemCategory,
 } from "@/src/lib/minimumCloset";
+import {
+  trackSuggestionEvent,
+} from "@/src/lib/suggestionAnalytics";
 import { getStyleProfileConfig } from "@/src/lib/styleProfile";
+import { Toast } from "@/src/lib/toast";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
+import { markOutfitWorn } from "@/src/lib/wearOutfit";
+import {
+  buildAdHocWardrobeSuggestion,
+  buildWardrobeSuggestions,
+  type WardrobeSuggestion,
+} from "@/src/lib/wardrobeSuggestions";
 import {
   getCachedChatList,
   getCachedHomeSnapshot,
@@ -56,8 +66,8 @@ import type { AuraLook, AuraLookAction, AuraResponse } from "@/src/types/aura";
 import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 import { subscribeOutfitByDate, type DailyOutfitRecord } from "@/src/utils/dailyOutfits";
 
-const HOME_BACKGROUND_BASE = "#09000B";
-const HOME_BACKGROUND_GRADIENT = ["#09000B", "#09000B", "#0D000F"] as const;
+const HOME_BACKGROUND_BASE = "#080709";
+const HOME_BACKGROUND_GRADIENT = ["#080709", "#080709", "#111014"] as const;
 const HOME_SECTION_GAP = 24;
 const HOME_SECTION_CONTENT_GAP = 16;
 const HOME_CARD_GAP = 12;
@@ -98,26 +108,17 @@ function RevealSection({
   );
 }
 
-function labelForNextBestPiece(category?: string | null) {
-  if (category === "footwear") return "versatile shoes";
-  if (category === "outerwear") return "light layer";
-  if (category === "bottoms") return "strong bottom";
-  if (category === "accessories") return "finishing accessory";
-  return "reliable top";
-}
-
-function ImproveClosetCard({
+function CompleteWardrobeCard({
   colors,
-  title,
-  body,
+  suggestions,
   onPress,
 }: {
   colors: AppColors;
-  title: string;
-  body: string;
+  suggestions: WardrobeSuggestion[];
   onPress: () => void;
 }) {
   const layout = useResponsiveLayout();
+  const topSuggestion = suggestions[0];
 
   return (
     <View
@@ -141,19 +142,68 @@ function ImproveClosetCard({
             borderColor: colors.borderSoft,
           }}
         >
-          <Ionicons name="add-circle-outline" size={20} color={colors.ctaCream} />
+          <Ionicons name="sparkles-outline" size={20} color={colors.ctaCream} />
         </View>
         <View style={{ flex: 1, gap: HOME_TIGHT_GAP }}>
-          <Text style={[homeTypography.label, { color: colors.lightPurple }]}>IMPROVE YOUR CLOSET</Text>
+          <Text style={[homeTypography.label, { color: colors.lightPurple }]}>COMPLETE YOUR WARDROBE</Text>
           <Text style={[homeTypography.titleSmall, { color: colors.text }]} numberOfLines={2}>
-            {title}
+            {topSuggestion ? `Start with ${topSuggestion.itemType}` : "A few precise pieces would unlock more range"}
           </Text>
           <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, opacity: 0.84 }]} numberOfLines={2}>
-            {body}
+            AURA found the quiet gaps that would create more outfit combinations without clutter.
           </Text>
         </View>
       </View>
 
+      <View style={{ gap: 8 }}>
+        {suggestions.slice(0, 2).map((suggestion) => (
+          <View
+            key={suggestion.id}
+            style={{
+              minHeight: 42,
+              borderRadius: 16,
+              paddingHorizontal: 11,
+              paddingVertical: 9,
+              backgroundColor: colors.surfaceSoft,
+              borderWidth: 1,
+              borderColor: colors.border,
+              flexDirection: "row",
+              alignItems: "center",
+              gap: 10,
+            }}
+          >
+            <View
+              style={{
+                width: 7,
+                height: 7,
+                borderRadius: 999,
+                backgroundColor: suggestion.priority === "high" ? colors.ctaCream : colors.textMuted,
+              }}
+            />
+            <Text
+              style={[homeTypography.bodySmall, { flex: 1, color: colors.text }]}
+              numberOfLines={1}
+            >
+              {suggestion.itemType}
+            </Text>
+            <Text
+              selectable
+              style={{
+                color: colors.textSecondary,
+                fontSize: 11.5,
+                lineHeight: 15,
+                fontWeight: "600",
+                letterSpacing: 0,
+                fontVariant: ["tabular-nums"],
+              }}
+              numberOfLines={1}
+            >
+              +{suggestion.outfitsUnlockedEstimate}
+            </Text>
+          </View>
+        ))}
+      </View>
+
       <AuraPressable
         onPress={onPress}
         haptic="selection"
@@ -169,15 +219,64 @@ function ImproveClosetCard({
           gap: 8,
         }}
       >
-        <Ionicons name="add" size={16} color={colors.ctaText} />
+        <Ionicons name="arrow-forward" size={16} color={colors.ctaText} />
         <Text style={[auraButtonTextStyle(colors, "primary"), { fontSize: 13, lineHeight: 17 }]}>
-          Add next best piece
+          View suggestions
         </Text>
       </AuraPressable>
     </View>
   );
 }
 
+function HomeLoadingSkeleton() {
+  const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
+
+  return (
+    <View style={{ flex: 1, backgroundColor: HOME_BACKGROUND_BASE }}>
+      <LinearGradient
+        pointerEvents="none"
+        colors={HOME_BACKGROUND_GRADIENT}
+        locations={[0, 0.56, 1]}
+        start={{ x: 0, y: 0 }}
+        end={{ x: 0.85, y: 1 }}
+        style={StyleSheet.absoluteFill}
+      />
+      <View
+        style={{
+          paddingTop: layout.topContentInset,
+          paddingHorizontal: layout.horizontalPadding,
+          gap: 18,
+        }}
+      >
+        <View style={{ gap: 9 }}>
+          <AuraSkeletonLine width="42%" height={13} />
+          <AuraSkeletonLine width="68%" height={30} />
+          <AuraSkeletonLine width="56%" height={12} />
+        </View>
+        <View
+          style={{
+            borderRadius: layout.largeRadius,
+            borderWidth: 1,
+            borderColor: colors.border,
+            backgroundColor: colors.surfaceGlass,
+            padding: layout.cardPadding,
+            gap: 14,
+          }}
+        >
+          <AuraSkeletonLine width="35%" height={12} />
+          <AuraSkeletonLine width="70%" height={24} />
+          <AuraSkeletonLine width="88%" height={13} />
+          <AuraSkeleton height={layout.heroHeight * 0.5} radius={layout.mediumRadius} />
+          <AuraSkeletonLine width="100%" height={52} />
+        </View>
+        <AuraSkeleton height={72} radius={layout.mediumRadius} />
+        <AuraSkeleton height={120} radius={layout.mediumRadius} />
+      </View>
+    </View>
+  );
+}
+
 export default function HomeScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -194,6 +293,7 @@ export default function HomeScreen() {
   const [latestAuraLookResponse, setLatestAuraLookResponse] = useState<AuraResponse | null>(null);
   const [latestSavedLook, setLatestSavedLook] = useState<import("@/src/lib/auraLooks").SavedAuraLookRecord | null>(null);
   const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
+  const [activeShopSuggestion, setActiveShopSuggestion] = useState<WardrobeSuggestion | null>(null);
   const [renderDeferredHomeSections, setRenderDeferredHomeSections] = useState(false);
   const [refreshing, setRefreshing] = useState(false);
   const [regeneratingLook, setRegeneratingLook] = useState(false);
@@ -439,23 +539,57 @@ export default function HomeScreen() {
 
   const hasMinimalWardrobe = availableCount < 4;
   const minimumClosetProgress = useMemo(() => getMinimumClosetProgress(items), [items]);
-  const openAddMissingItem = React.useCallback(() => {
-    const suggestedCategory = getSuggestedAddItemCategory(items);
-    router.push({
-      pathname: "/(tabs)/add",
-      params: { ...(suggestedCategory ? { suggestedCategory } : {}), addSession: String(Date.now()) },
-    });
-  }, [items]);
+  const wardrobeSuggestions = useMemo(
+    () =>
+      buildWardrobeSuggestions({
+        items,
+        profilePreferences,
+        savedLooks: [
+          {
+            addToComplete: latestAuraLookResponse?.recommendedAdditions ?? [],
+            missingPieces: latestAuraLookResponse?.missingPieces ?? [],
+            upgradeSuggestions: latestAuraLookResponse?.upgradeSuggestions ?? [],
+          },
+          ...(latestAuraLookResponse?.look
+            ? [{ addToComplete: latestAuraLookResponse.look.addToComplete }]
+            : []),
+          ...(latestAuraLookResponse?.lookOptions ?? []).map((look) => ({
+            addToComplete: look.addToComplete,
+          })),
+          ...(latestSavedLook?.look
+            ? [{ addToComplete: latestSavedLook.look.addToComplete }]
+            : []),
+        ],
+      }),
+    [items, latestAuraLookResponse, latestSavedLook?.look, profilePreferences],
+  );
   const latestLook = latestAuraLookResponse?.look ?? latestSavedLook?.look ?? null;
-  const improveClosetNudge = useMemo(() => {
-    const nextCategory = minimumClosetProgress.suggestedNextCategory;
-    if (!nextCategory) return null;
-    const nextPiece = labelForNextBestPiece(nextCategory);
-    return {
-      title: `Add a ${nextPiece}`,
-      body: `Style core ${minimumClosetProgress.current}/${minimumClosetProgress.target}. This is the next piece AURA can use most.`,
-    };
-  }, [minimumClosetProgress]);
+
+  useEffect(() => {
+    if (!uid || !wardrobeSuggestions.length) return;
+    wardrobeSuggestions.forEach((suggestion) => {
+      void trackSuggestionEvent({
+        userId: uid,
+        eventName: "suggestion_viewed",
+        suggestion,
+        sourceScreen: "home",
+      });
+    });
+  }, [uid, wardrobeSuggestions]);
+
+  const openWardrobeSuggestions = React.useCallback(() => {
+    if (uid) {
+      wardrobeSuggestions.forEach((suggestion) => {
+        void trackSuggestionEvent({
+          userId: uid,
+          eventName: "suggestion_clicked",
+          suggestion,
+          sourceScreen: "home",
+        });
+      });
+    }
+    router.push("/insights");
+  }, [uid, wardrobeSuggestions]);
 
   useEffect(() => {
     if (!uid || loading) return;
@@ -793,6 +927,16 @@ export default function HomeScreen() {
 
   async function handleAuraLookAction(action: AuraLookAction, selectedLook?: AuraLook) {
     const look = selectedLook ?? latestLook;
+    if (action === "shopMissingPieces") {
+      const missingPieces = look?.addToComplete?.filter(Boolean) ?? [];
+      const suggestion = missingPieces[0]
+        ? buildAdHocWardrobeSuggestion(missingPieces[0])
+        : wardrobeSuggestions[0] ?? null;
+      if (suggestion) {
+        setActiveShopSuggestion(suggestion);
+        return;
+      }
+    }
     await handleSharedAuraLookAction({
       uid,
       action,
@@ -805,6 +949,38 @@ export default function HomeScreen() {
     });
   }
 
+  async function handleWearTodayFromHome() {
+    const plannedOutfit = todayRecord?.plannedOutfit ?? null;
+    if (!uid || !plannedOutfit) return;
+    try {
+      const wornAt = Date.now();
+      const result = await markOutfitWorn({
+        uid,
+        source: "home",
+        title: "Today's Look",
+        look: plannedOutfit,
+        wornAt: new Date(wornAt),
+      });
+      setTodayRecord((prev) => ({
+        ...(prev ?? { dateKey: result.dateKey }),
+        plannedOutfit,
+        wornOutfit: {
+          itemsByCategory: plannedOutfit.itemsByCategory,
+          wornAt,
+          source: "home",
+          title: "Today's Look",
+          outfitSnapshot: result.outfitSnapshot,
+        },
+      }));
+      Toast.success(
+        result.alreadyMarked ? "Already marked worn today" : "Marked as worn today",
+        result.alreadyMarked ? "AURA will not double-count it." : undefined,
+      );
+    } catch (error: any) {
+      Toast.error("Couldn't mark worn. Try again.", error?.message);
+    }
+  }
+
   const smartTools = useMemo<SmartTool[]>(
     () => [
       {
@@ -814,6 +990,13 @@ export default function HomeScreen() {
         icon: "wardrobe-outline",
         onPress: () => router.push("/(tabs)/closet"),
       },
+      {
+        key: "studio",
+        title: "Studio",
+        subtitle: "Build, refine, save, or plan a look",
+        icon: "hanger",
+        onPress: () => router.push("/(tabs)/studio"),
+      },
       {
         key: "add",
         title: "Add Item",
@@ -823,11 +1006,11 @@ export default function HomeScreen() {
           router.push({ pathname: "/(tabs)/add", params: { addSession: String(Date.now()) } }),
       },
       {
-        key: "studio",
-        title: "Studio",
-        subtitle: "Build an outfit by hand from your closet",
-        icon: "view-dashboard-edit-outline",
-        onPress: () => router.push("/(tabs)/studio"),
+        key: "laundry",
+        title: "Laundry",
+        subtitle: `${needsWashCount + laundryCount} pieces need care`,
+        icon: "washing-machine",
+        onPress: () => router.push("/(tabs)/laundry"),
       },
       {
         key: "calendar",
@@ -836,14 +1019,6 @@ export default function HomeScreen() {
         icon: "calendar-month-outline",
         onPress: () => router.push("/(tabs)/calendar"),
       },
-      {
-        key: "laundry",
-        title: "Laundry",
-        subtitle: `${availableCount} clean · ${laundryCount} in laundry`,
-        icon: "washing-machine",
-        badge: laundryCount + needsWashCount > 0 ? String(laundryCount + needsWashCount) : undefined,
-        onPress: () => router.push("/(tabs)/laundry"),
-      },
       {
         key: "insights",
         title: "Insights",
@@ -867,20 +1042,7 @@ export default function HomeScreen() {
   void HOME_DEFERRED_FEATURES;
 
   if (loading) {
-    return (
-      <View
-        style={{
-          flex: 1,
-          backgroundColor: HOME_BACKGROUND_BASE,
-          alignItems: "center",
-          justifyContent: "center",
-          gap: 12,
-        }}
-      >
-        <ActivityIndicator color={colors.text} />
-        <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]}>Building your dashboard…</Text>
-      </View>
-    );
+    return <HomeLoadingSkeleton />;
   }
 
   return (
@@ -922,7 +1084,7 @@ export default function HomeScreen() {
             record={todayRecord}
             itemsById={itemsById}
             onPrimaryAction={() => openAIWithPrompt("Build me a strong outfit from my wardrobe for today.")}
-            onSecondaryAction={() => openAIWithPrompt("Show me three outfit directions for today: one safe, one balanced, and one bold.")}
+            onWearToday={handleWearTodayFromHome}
           />
         </RevealSection>
 
@@ -937,7 +1099,7 @@ export default function HomeScreen() {
             <QuickActionRail
               variant="compact"
               colors={colors}
-              actions={refinementActions}
+              actions={refinementActions.slice(0, 1)}
               onPressAction={(action) => openAIWithPrompt(action.prompt)}
             />
           </View>
@@ -964,19 +1126,18 @@ export default function HomeScreen() {
               />
             </RevealSection>
 
-            {improveClosetNudge ? (
+            {wardrobeSuggestions.length ? (
               <RevealSection delay={120}>
-                <ImproveClosetCard
+                <CompleteWardrobeCard
                   colors={colors}
-                  title={improveClosetNudge.title}
-                  body={improveClosetNudge.body}
-                  onPress={openAddMissingItem}
+                  suggestions={wardrobeSuggestions}
+                  onPress={openWardrobeSuggestions}
                 />
               </RevealSection>
             ) : null}
 
             <RevealSection delay={160}>
-              <SmartToolsGrid compact colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
+              <SmartToolsGrid compact colors={colors} tools={smartTools.slice(0, 3)} columns={layout.smartGridColumns} />
             </RevealSection>
 
             {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
@@ -993,6 +1154,13 @@ export default function HomeScreen() {
           </>
         ) : null}
       </ScrollView>
+      <ShopOptionsSheet
+        visible={Boolean(activeShopSuggestion)}
+        suggestion={activeShopSuggestion}
+        userId={uid}
+        sourceScreen="outfit_card"
+        onDismiss={() => setActiveShopSuggestion(null)}
+      />
     </View>
   );
 }
diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index c5cff7c..6db6678 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -1,11 +1,9 @@
 import { Ionicons } from "@expo/vector-icons";
-import { BlurView } from "expo-blur";
 import { LinearGradient } from "expo-linear-gradient";
 import { router, useLocalSearchParams } from "expo-router";
-import { deleteDoc, doc, onSnapshot } from "firebase/firestore";
+import { doc, onSnapshot } from "firebase/firestore";
 import React, { useEffect, useMemo, useState } from "react";
 import {
-  ActivityIndicator,
   Alert,
   Linking,
   Modal,
@@ -25,17 +23,23 @@ import type { AppColors } from "@/constants/theme";
 import AppImage from "@/src/components/common/AppImage";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { SafeScreen } from "@/src/components/SafeScreen";
-import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import AuraBackButton from "@/src/components/ui/AuraBackButton";
+import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import {
-  auraButtonStyle,
-  auraButtonTextStyle,
+  AuraButton,
+  AuraDivider,
+  AuraIconButton,
+  AuraSheetBackdrop,
+  AuraSheetSurface,
+  AuraText,
   auraCardStyle,
-  auraTypography,
+  auraDesignTokens,
 } from "@/src/components/ui/auraStylePrimitives";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { db } from "@/src/lib/firebase";
+import { deleteWardrobeItem } from "@/src/lib/deleteItem";
 import { runHaptic } from "@/src/lib/haptics";
 import { getItemImageUrl } from "@/src/lib/itemImage";
 import {
@@ -48,6 +52,7 @@ import {
 } from "@/src/lib/items";
 import { safeGoBack } from "@/src/lib/navigation";
 import { Toast } from "@/src/lib/toast";
+import { markItemWorn } from "@/src/lib/wearOutfit";
 import type { ClothingItem, LaundryStatus } from "@/src/types/ClothingItem";
 
 type TimestampLike = {
@@ -310,28 +315,6 @@ function detectedColorLabel(item: ItemDetails) {
   return joinLabels([item.aiColorLabel, item.aiColors, item.pixelColors]);
 }
 
-function formatHeroColors(item: ItemDetails) {
-  return dedupeTokens([
-    item.displayColors,
-    item.displayColor,
-    item.primaryColor,
-    item.colorLabel,
-    item.colors,
-  ]).join(" / ");
-}
-
-function formatHeroDescriptor(item: ItemDetails) {
-  return dedupeTokens([
-    item.material,
-    item.fit,
-  ])
-    .join(" \u2022 ");
-}
-
-function buildHeroCategoryLine(item: ItemDetails) {
-  return dedupeTokens([item.category, item.subCategory || item.type]).join(" / ");
-}
-
 function primaryColorForDetail(item: ItemDetails) {
   return dedupeTokens([item.primaryColor, item.colorLabel, item.displayColor])[0] ?? "";
 }
@@ -354,14 +337,6 @@ function filterDetailGroupItems(items: DetailGroupItem[]) {
   return items.filter((item) => isMeaningful(item.value) && isUsefulDetailValue(item.value));
 }
 
-function buildHeroMetadataRows(item: ItemDetails) {
-  return filterDetailGroupItems([
-    { label: "Category", value: buildHeroCategoryLine(item) },
-    { label: "Color", value: formatHeroColors(item) },
-    { label: "Material / Fit", value: formatHeroDescriptor(item) },
-  ]);
-}
-
 function buildDetailGroups(item: ItemDetails) {
   const groups: DetailGroup[] = [
     {
@@ -444,6 +419,16 @@ function auraInsightForItem(item: ItemDetails) {
   return "Build around the strongest visual cue, then keep color and proportion balanced.";
 }
 
+function buildUsageRows(item: ItemDetails, status: LaundryStatus) {
+  return filterDetailGroupItems([
+    { label: "Styling read", value: auraInsightForItem(item), multiline: true },
+    { label: "Laundry", value: LAUNDRY_STATUS_LABELS[status] },
+    { label: "Wear count", value: `${Number(item.wearCountSinceWash ?? 0)} since wash` },
+    { label: "Last worn", value: formatDateTime(item.lastWornAt ?? item.lastWornDate) },
+    { label: "Last washed", value: formatDateTime(item.lastWashedAt ?? item.lastWashedDate) },
+  ]);
+}
+
 function auraPromptForItem(item: ItemDetails) {
   const details = uniqueStrings([
     itemTitle(item),
@@ -477,12 +462,12 @@ function createStyles(colors: AppColors) {
       borderRadius: DETAIL_RADIUS,
     },
     heroCard: {
-      ...auraCardStyle(colors, "largeGlass"),
-      borderColor: colors.borderWarm,
+      borderWidth: 1,
+      borderColor: colors.borderSoft,
       borderRadius: 28,
       padding: 5,
       overflow: "hidden",
-      backgroundColor: "rgba(43,18,76,0.30)",
+      backgroundColor: colors.surface,
     },
     heroBlock: {
       gap: 14,
@@ -512,11 +497,19 @@ function createStyles(colors: AppColors) {
     sectionBlock: {
       gap: 10,
     },
+    sectionCard: {
+      borderRadius: DETAIL_RADIUS,
+      borderWidth: 1,
+      borderColor: colors.border,
+      backgroundColor: colors.surface,
+      padding: 16,
+      gap: 14,
+    },
     sectionTitleSmall: {
       color: colors.text,
       fontSize: 15,
       lineHeight: 20,
-      fontWeight: "900",
+      fontWeight: "600",
     },
     row: {
       flexDirection: "row",
@@ -536,7 +529,7 @@ function createStyles(colors: AppColors) {
     secondaryActionRow: {
       flexDirection: "row",
       alignItems: "stretch",
-      gap: 12,
+      gap: 10,
     },
     tertiaryActionRow: {
       flexDirection: "row",
@@ -569,11 +562,11 @@ function createStyles(colors: AppColors) {
     imagePlaceholder: {
       minHeight: 330,
       borderRadius: 22,
-      backgroundColor: colors.chipBackground,
+      backgroundColor: colors.surfaceMuted,
       alignItems: "center",
       justifyContent: "center",
       borderWidth: 1,
-      borderColor: colors.border,
+      borderColor: colors.borderSoft,
       overflow: "hidden",
     },
     selectedStatusSegment: {
@@ -602,12 +595,12 @@ function createStyles(colors: AppColors) {
       paddingHorizontal: 6,
     },
     insightCard: {
-      padding: 14,
+      padding: 16,
       gap: 12,
-      borderRadius: 20,
+      borderRadius: DETAIL_RADIUS,
       borderWidth: 1,
-      borderColor: "rgba(223,182,178,0.12)",
-      backgroundColor: "rgba(43,18,76,0.34)",
+      borderColor: colors.border,
+      backgroundColor: colors.surface,
     },
     insightHeader: {
       flexDirection: "row",
@@ -620,9 +613,9 @@ function createStyles(colors: AppColors) {
       borderRadius: 17,
       alignItems: "center",
       justifyContent: "center",
-      backgroundColor: "rgba(223,182,178,0.14)",
+      backgroundColor: colors.accentSoft,
       borderWidth: 1,
-      borderColor: "rgba(223,182,178,0.22)",
+      borderColor: colors.borderSoft,
     },
     insightButtonRow: {
       flexDirection: "row",
@@ -634,7 +627,7 @@ function createStyles(colors: AppColors) {
       borderRadius: 16,
     },
     detailGroups: {
-      gap: 18,
+      gap: 20,
     },
     detailGroupCard: {
       borderRadius: 0,
@@ -647,7 +640,7 @@ function createStyles(colors: AppColors) {
     },
     detailGroupItems: {
       borderTopWidth: StyleSheet.hairlineWidth,
-      borderTopColor: "rgba(251,228,216,0.10)",
+      borderTopColor: colors.borderSoft,
     },
     detailValueRow: {
       flexDirection: "row",
@@ -656,7 +649,7 @@ function createStyles(colors: AppColors) {
       gap: 14,
       paddingVertical: 9,
       borderBottomWidth: StyleSheet.hairlineWidth,
-      borderBottomColor: "rgba(251,228,216,0.08)",
+      borderBottomColor: colors.borderSoft,
     },
     detailValueRowLast: {
       borderBottomWidth: 0,
@@ -666,23 +659,27 @@ function createStyles(colors: AppColors) {
       color: colors.textMuted,
       fontSize: 12.5,
       lineHeight: 18,
-      fontWeight: "800",
+      fontWeight: "500",
     },
     detailValueText: {
       flex: 1,
       color: colors.textPrimary,
       fontSize: 14.5,
       lineHeight: 20,
-      fontWeight: "700",
+      fontWeight: "500",
       textAlign: "right",
     },
     productSourceButton: {
-      ...auraButtonStyle(colors, "secondary"),
       minHeight: 48,
       borderRadius: 16,
       flexDirection: "row",
       alignItems: "center",
+      justifyContent: "space-between",
       gap: 8,
+      paddingHorizontal: 14,
+      borderWidth: 1,
+      borderColor: colors.borderSoft,
+      backgroundColor: colors.surfaceMuted,
     },
     modalRoot: {
       flex: 1,
@@ -691,7 +688,7 @@ function createStyles(colors: AppColors) {
     modalTitle: {
       color: colors.text,
       fontSize: 18,
-      fontWeight: "800",
+      fontWeight: "600",
       textAlign: "center",
     },
     modalCloseButton: {
@@ -737,81 +734,83 @@ function createStyles(colors: AppColors) {
       paddingHorizontal: 10,
       alignItems: "center",
       justifyContent: "center",
-      backgroundColor: "rgba(43,18,76,0.42)",
+      backgroundColor: colors.surfaceMuted,
       borderWidth: 1,
-      borderColor: "rgba(251,228,216,0.10)",
+      borderColor: colors.borderSoft,
     },
     actionMenuBackdrop: {
       flex: 1,
       alignItems: "center",
       justifyContent: "flex-end",
       paddingHorizontal: 16,
-      backgroundColor: "rgba(9,0,11,0.68)",
     },
     actionMenuCard: {
       width: "100%",
       maxWidth: 420,
-      ...auraCardStyle(colors, "sheet"),
-      padding: 0,
+      padding: 12,
       overflow: "hidden",
-      borderRadius: 18,
-      borderColor: "rgba(251,228,216,0.12)",
+      borderRadius: auraDesignTokens.radii.xl,
+      borderColor: colors.borderStrong,
+      gap: 8,
     },
     actionMenuSurface: {
-      padding: 12,
       gap: 8,
-      backgroundColor: "rgba(43,18,76,0.60)",
     },
     actionMenuHandle: {
       alignSelf: "center",
       width: 42,
       height: 3,
       borderRadius: 999,
-      backgroundColor: "rgba(251,228,216,0.18)",
+      backgroundColor: colors.borderStrong,
       marginBottom: 4,
     },
     actionMenuButton: {
-      ...auraButtonStyle(colors, "secondary", false, "compact"),
       minHeight: 52,
       paddingHorizontal: 16,
+      paddingVertical: 0,
       flexDirection: "row",
       alignItems: "center",
       justifyContent: "space-between",
       gap: 10,
-      borderRadius: 14,
-      backgroundColor: "rgba(82,43,91,0.20)",
-      borderColor: "rgba(251,228,216,0.10)",
+      borderRadius: auraDesignTokens.radii.md,
+      borderWidth: 1,
+      backgroundColor: colors.surfaceMuted,
+      borderColor: colors.borderSoft,
     },
   });
 }
 
-function DetailGroupBlock({ group }: { group: DetailGroup }) {
+function DetailRowsBlock({ title, rows }: { title: string; rows: DetailRow[] }) {
   const { colors } = useAppTheme();
   const styles = useMemo(() => createStyles(colors), [colors]);
+  if (!rows.length) return null;
   return (
     <View style={styles.detailGroupCard}>
       <View style={styles.detailGroupHeader}>
-        <Text style={{ color: colors.text, fontSize: 15, lineHeight: 20, fontWeight: "900" }}>
-          {group.title}
-        </Text>
+        <AuraText variant="section" style={{ fontSize: 15, lineHeight: 20 }}>
+          {title}
+        </AuraText>
       </View>
       <View style={styles.detailGroupItems}>
-        {group.items.map((item, index) => (
+        {rows.map((item, index) => (
           <View
-            key={`${group.title}-${item.label}`}
+            key={`${title}-${item.label}`}
             style={[
               styles.detailValueRow,
-              index === group.items.length - 1 ? styles.detailValueRowLast : null,
+              index === rows.length - 1 ? styles.detailValueRowLast : null,
             ]}
           >
-            <Text style={styles.detailLabel}>{item.label}</Text>
-            <Text
+            <AuraText variant="caption" tone="muted" style={styles.detailLabel}>
+              {item.label}
+            </AuraText>
+            <AuraText
+              variant="body"
               selectable
               numberOfLines={item.multiline ? undefined : 3}
               style={styles.detailValueText}
             >
               {item.value}
-            </Text>
+            </AuraText>
           </View>
         ))}
       </View>
@@ -819,90 +818,25 @@ function DetailGroupBlock({ group }: { group: DetailGroup }) {
   );
 }
 
-function HeroMetadataSummary({ item }: { item: ItemDetails }) {
-  const { colors } = useAppTheme();
-  const styles = useMemo(() => createStyles(colors), [colors]);
-  const rows = buildHeroMetadataRows(item);
-  if (!rows.length) return null;
-  return (
-    <View style={styles.heroSummary}>
-      {rows.map((row) => (
-        <View key={row.label} style={styles.heroSummaryRow}>
-          <Text style={{ color: colors.textMuted, fontSize: 12.5, lineHeight: 18, fontWeight: "800" }}>
-            {row.label}
-          </Text>
-          <Text
-            selectable
-            numberOfLines={2}
-            style={{
-              flex: 1,
-              color: colors.textPrimary,
-              fontSize: 13.5,
-              lineHeight: 19,
-              fontWeight: "700",
-              textAlign: "right",
-            }}
-          >
-            {row.value}
-          </Text>
-        </View>
-      ))}
-    </View>
-  );
+function DetailGroupBlock({ group }: { group: DetailGroup }) {
+  return <DetailRowsBlock title={group.title} rows={group.items} />;
 }
 
-function ActionButton({
-  label,
-  icon,
-  variant,
-  onPress,
-  accessibilityLabel,
-}: {
-  label: string;
-  icon: keyof typeof Ionicons.glyphMap;
-  variant: "primary" | "secondary" | "tertiary";
-  onPress: () => void;
-  accessibilityLabel: string;
-}) {
-  const { colors } = useAppTheme();
-  const styles = useMemo(() => createStyles(colors), [colors]);
-  const isPrimary = variant === "primary";
-  const isTertiary = variant === "tertiary";
+function ItemDetailLoadingSkeleton() {
+  const layout = useResponsiveLayout();
+
   return (
-    <AuraPressable
-      onPress={onPress}
-      haptic="light"
-      hapticTrigger="press"
-      pressedScale={0.97}
-      accessibilityRole="button"
-      accessibilityLabel={accessibilityLabel}
-      style={[
-        auraButtonStyle(colors, variant),
-        styles.actionButton,
-        isPrimary
-          ? styles.primaryActionButton
-          : isTertiary
-            ? styles.tertiaryActionButton
-            : styles.secondaryActionButton,
-      ]}
-    >
-      <Ionicons
-        name={icon}
-        size={isTertiary ? 16 : 18}
-        color={isPrimary ? colors.ctaText : isTertiary ? colors.textSecondary : colors.textPrimary}
-      />
-      <Text
-        numberOfLines={1}
-        adjustsFontSizeToFit
-        minimumFontScale={0.82}
-        style={[
-          auraButtonTextStyle(colors, variant === "primary" ? "primary" : variant === "tertiary" ? "tertiary" : "secondary"),
-          { fontSize: isTertiary ? 12 : 14, lineHeight: 18 },
-        ]}
-      >
-        {label}
-      </Text>
-    </AuraPressable>
+    <View style={{ gap: 20 }}>
+      <AuraSkeleton height={420} radius={28} />
+      <View style={{ gap: 10 }}>
+        <AuraSkeletonLine width="42%" height={13} />
+        <AuraSkeletonLine width="70%" height={13} />
+        <AuraSkeletonLine width="58%" height={13} />
+      </View>
+      <AuraSkeleton height={52} radius={18} />
+      <AuraSkeleton height={44} radius={16} />
+      <AuraSkeleton height={120} radius={layout.mediumRadius} />
+    </View>
   );
 }
 
@@ -931,13 +865,13 @@ function ProductHeroCard({
       />
       <View style={styles.heroOverlayCopy}>
         {eyebrow ? (
-          <Text style={{ color: "rgba(251,228,216,0.70)", fontSize: 12, lineHeight: 16, fontWeight: "800" }}>
+          <AuraText tone="secondary" variant="caption" style={{ fontSize: 12, lineHeight: 16 }}>
             {eyebrow}
-          </Text>
+          </AuraText>
         ) : null}
-        <Text style={{ color: colors.text, fontSize: 25, lineHeight: 30, fontWeight: "900" }} numberOfLines={2}>
+        <AuraText variant="heading" style={{ fontSize: 25, lineHeight: 30 }} numberOfLines={2}>
           {itemTitle(item)}
-        </Text>
+        </AuraText>
       </View>
     </View>
   );
@@ -955,9 +889,9 @@ function ProductHeroCard({
       ) : (
         <View style={styles.imagePlaceholder}>
           <Ionicons name="image-outline" size={28} color={colors.textSecondary} />
-          <Text style={{ color: colors.textSecondary, fontWeight: "800", marginTop: 8 }}>
-            No photo
-          </Text>
+          <AuraText variant="caption" tone="secondary" style={{ marginTop: 8 }}>
+            Photo unavailable
+          </AuraText>
           {overlay}
         </View>
       )}
@@ -970,6 +904,7 @@ export default function ItemDetailsScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
   const styles = useMemo(() => createStyles(colors), [colors]);
+  const insets = useSafeAreaInsets();
   const uid = user?.uid ?? null;
   const { id, sourceTab, sourceRoute } = useLocalSearchParams<{
     id: string;
@@ -1105,6 +1040,29 @@ export default function ItemDetailsScreen() {
     }
   }
 
+  async function onMarkWornToday() {
+    if (!uid || !itemId) return router.replace("/(auth)/login");
+    if (actionLoading) return;
+    try {
+      setActionLoading(true);
+      const result = await markItemWorn({
+        uid,
+        source: "item_detail",
+        itemId,
+      });
+      void runHaptic("light");
+      Toast.success(
+        result.alreadyMarked ? "Already marked worn today" : "Marked as worn today",
+        result.alreadyMarked ? "This item was not double-counted." : undefined,
+      );
+    } catch (e: unknown) {
+      const message = e instanceof Error ? e.message : "Unable to mark this item worn.";
+      Toast.error("Couldn't mark worn. Try again.", message);
+    } finally {
+      setActionLoading(false);
+    }
+  }
+
   function onConfirmWashed() {
     if (!uid || !itemId) return router.replace("/(auth)/login");
 
@@ -1153,7 +1111,10 @@ export default function ItemDetailsScreen() {
         style: "destructive",
         onPress: async () => {
           try {
-            await deleteDoc(doc(db, "users", uid, "items", itemId));
+            const cleanup = await deleteWardrobeItem(uid, itemId, item);
+            if (cleanup.failed > 0) {
+              Toast.success("Item deleted", "Some image cleanup could not finish.");
+            }
             navigateBackToSource();
           } catch (e: unknown) {
             const message = e instanceof Error ? e.message : "Failed to delete";
@@ -1235,27 +1196,23 @@ export default function ItemDetailsScreen() {
 
   const renderContent = () => {
     if (loading) {
-      return (
-        <View style={{ alignItems: "center", justifyContent: "center", paddingVertical: 64, gap: 12 }}>
-          <ActivityIndicator color={colors.text} />
-          <Text style={{ color: colors.textSecondary, fontWeight: "700" }}>Loading item...</Text>
-        </View>
-      );
+      return <ItemDetailLoadingSkeleton />;
     }
 
     if (!item) {
       return (
         <View style={styles.card}>
-          <Text style={[auraTypography.cardTitle, { color: colors.text }]}>Item not found</Text>
-          <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
+          <AuraText variant="section">Item not found</AuraText>
+          <AuraText variant="body" tone="secondary">
             This closet item may have been removed.
-          </Text>
+          </AuraText>
         </View>
       );
     }
 
     const status = normalizeLaundryStatus(item);
     const detailGroups = buildDetailGroups(item);
+    const usageRows = buildUsageRows(item, status);
     const productSourceLabel = productUrl ? sourceLabelForItem(item) || domainFromUrl(productUrl) : "";
 
     return (
@@ -1268,138 +1225,58 @@ export default function ItemDetailsScreen() {
             onIndexChange={setActiveImageIndex}
             onPressImage={() => setDetailImageOpen(true)}
           />
-          <HeroMetadataSummary item={item} />
         </View>
 
         <View style={styles.actionStack}>
-          <ActionButton
+          <AuraButton
             label="Style with AURA"
-            icon="sparkles-outline"
+            iconLeft="sparkles-outline"
             variant="primary"
+            fullWidth
             onPress={() => onStyleWithAura(item)}
             accessibilityLabel="Style this item with AURA"
+            style={{ minHeight: BUTTON_HEIGHT }}
           />
-          <ActionButton
-            label="Add to Outfit"
-            icon="shirt-outline"
-            variant="secondary"
-            onPress={onAddToOutfit}
-            accessibilityLabel="Add this item to an outfit"
-          />
-          <View style={styles.tertiaryActionRow}>
-            <ActionButton
+
+          <View style={styles.secondaryActionRow}>
+            <AuraButton
+              label="Edit"
+              iconLeft="create-outline"
+              variant="tertiary"
+              size="compact"
+              onPress={onEdit}
+              accessibilityLabel="Edit this item"
+              style={{ flex: 1 }}
+            />
+            <AuraButton
               label="Share"
-              icon="share-outline"
+              iconLeft="share-outline"
               variant="tertiary"
+              size="compact"
               onPress={() => void onShareItem(item)}
               accessibilityLabel="Share this item"
+              style={{ flex: 1 }}
+            />
+            <AuraButton
+              label="More"
+              iconLeft="ellipsis-horizontal"
+              variant="tertiary"
+              size="compact"
+              onPress={onOpenOverflowMenu}
+              accessibilityLabel="Open more item actions"
+              style={{ flex: 1 }}
             />
-            {productUrl ? (
-              <ActionButton
-                label="View product"
-                icon="open-outline"
-                variant="tertiary"
-                onPress={() => void onOpenProductUrl(productUrl)}
-                accessibilityLabel="View original product"
-              />
-            ) : null}
-          </View>
-        </View>
-
-        <View style={styles.sectionBlock}>
-          <View style={styles.statusControl}>
-            {STATUS_OPTIONS.map((option) => {
-              const selected = status === option;
-              return (
-                <AuraPressable
-                  key={option}
-                  onPress={() => onLaundryStatusPress(option)}
-                  disabled={actionLoading || selected}
-                  haptic="selection"
-                  hapticTrigger="press"
-                  pressedScale={0.97}
-                  disabledOpacity={selected ? 1 : 0.58}
-                  accessibilityRole="button"
-                  accessibilityLabel={`Set status to ${LAUNDRY_STATUS_LABELS[option]}`}
-                  accessibilityState={{ selected, disabled: actionLoading || selected }}
-                  style={[
-                    styles.statusSegment,
-                    selected ? styles.selectedStatusSegment : styles.unselectedStatusSegment,
-                  ]}
-                >
-                  <Text
-                    numberOfLines={1}
-                    adjustsFontSizeToFit
-                    minimumFontScale={0.78}
-                    style={{
-                      color: selected ? colors.primaryText : colors.textSecondary,
-                      fontSize: 12,
-                      fontWeight: "900",
-                    }}
-                  >
-                    {LAUNDRY_STATUS_LABELS[option]}
-                  </Text>
-                </AuraPressable>
-              );
-            })}
           </View>
         </View>
 
-        <View style={styles.insightCard}>
-          <View style={styles.insightHeader}>
-            <View style={styles.insightIcon}>
-              <Ionicons name="sparkles-outline" size={16} color={colors.ctaCream} />
-            </View>
-            <View style={{ flex: 1, gap: 4 }}>
-              <Text style={{ color: colors.text, fontSize: 15.5, lineHeight: 20, fontWeight: "900" }}>
-                Styling read
-              </Text>
-              <Text
-                numberOfLines={2}
-                style={{ color: colors.textSecondary, fontSize: 13.5, lineHeight: 19, fontWeight: "600" }}
-              >
-                {auraInsightForItem(item)}
-              </Text>
-            </View>
+        {usageRows.length ? (
+          <View style={styles.sectionCard}>
+            <DetailRowsBlock title="Styling / usage" rows={usageRows} />
           </View>
-          <View style={styles.insightButtonRow}>
-            <AuraPressable
-              onPress={() => onStyleWithAura(item)}
-              haptic="light"
-              hapticTrigger="press"
-              pressedScale={0.98}
-              accessibilityRole="button"
-              accessibilityLabel="Ask AURA about this item"
-              style={[
-                auraButtonStyle(colors, "primary"),
-                styles.insightButton,
-              ]}
-            >
-              <Text style={[auraButtonTextStyle(colors, "primary"), { fontSize: 13 }]}>
-                Ask AURA
-              </Text>
-            </AuraPressable>
-            <AuraPressable
-              onPress={onAddToOutfit}
-              haptic="light"
-              hapticTrigger="press"
-              pressedScale={0.98}
-              accessibilityRole="button"
-              accessibilityLabel="Build an outfit with this item"
-              style={[
-                auraButtonStyle(colors, "secondary", false, "compact"),
-                styles.insightButton,
-              ]}
-            >
-              <Text style={[auraButtonTextStyle(colors, "secondary"), { fontSize: 13 }]}>
-                Build outfit
-              </Text>
-            </AuraPressable>
-          </View>
-        </View>
+        ) : null}
 
         {detailGroups.length ? (
-          <View style={styles.detailGroups}>
+          <View style={[styles.sectionCard, styles.detailGroups]}>
             {detailGroups.map((group) => (
               <DetailGroupBlock key={group.title} group={group} />
             ))}
@@ -1407,28 +1284,29 @@ export default function ItemDetailsScreen() {
         ) : null}
 
         {productUrl ? (
-          <View style={styles.sectionBlock}>
-            <View style={{ gap: 10 }}>
-              {productSourceLabel ? (
-                <Text selectable style={{ color: colors.textPrimary, fontSize: 14.5, lineHeight: 20, fontWeight: "800" }}>
-                  {productSourceLabel}
-                </Text>
-              ) : null}
-              <AuraPressable
-                onPress={() => void onOpenProductUrl(productUrl)}
-                haptic="light"
-                hapticTrigger="press"
-                pressedScale={0.98}
-                accessibilityRole="button"
-                accessibilityLabel="View original product"
-                style={styles.productSourceButton}
-              >
-                <Text style={auraButtonTextStyle(colors, "secondary")}>
-                  View original product
-                </Text>
-                <Ionicons name="arrow-forward" size={16} color={colors.textPrimary} />
-              </AuraPressable>
-            </View>
+          <View style={styles.sectionCard}>
+            <AuraText variant="section" style={{ fontSize: 15, lineHeight: 20 }}>
+              Product link
+            </AuraText>
+            <AuraPressable
+              onPress={() => void onOpenProductUrl(productUrl)}
+              haptic="light"
+              hapticTrigger="press"
+              pressedScale={0.98}
+              accessibilityRole="button"
+              accessibilityLabel="View original product"
+              style={styles.productSourceButton}
+            >
+              <View style={{ flex: 1, minWidth: 0, gap: 3 }}>
+                <AuraText variant="metadata" tone="muted" numberOfLines={1} style={{ textTransform: "uppercase" }}>
+                  Original source
+                </AuraText>
+                <AuraText variant="bodyStrong" selectable numberOfLines={1}>
+                  {productSourceLabel || "View original product"}
+                </AuraText>
+              </View>
+              <Ionicons name="arrow-forward" size={16} color={colors.textSecondary} />
+            </AuraPressable>
           </View>
         ) : null}
       </>
@@ -1445,16 +1323,23 @@ export default function ItemDetailsScreen() {
       />
       <ActionMenuModal
         visible={actionMenuVisible}
+        currentLaundryStatus={item ? normalizeLaundryStatus(item) : "clean"}
+        actionLoading={actionLoading}
         onClose={() => setActionMenuVisible(false)}
-        onEdit={() => {
+        onAddToOutfit={() => {
           setActionMenuVisible(false);
-          onEdit();
+          setTimeout(onAddToOutfit, 120);
         }}
-        onShare={() => {
-          if (!item) return;
+        onMarkWorn={() => {
           setActionMenuVisible(false);
           setTimeout(() => {
-            void onShareItem(item);
+            void onMarkWornToday();
+          }, 120);
+        }}
+        onLaundryStatusPress={(status) => {
+          setActionMenuVisible(false);
+          setTimeout(() => {
+            onLaundryStatusPress(status);
           }, 120);
         }}
         onDelete={() => {
@@ -1464,41 +1349,32 @@ export default function ItemDetailsScreen() {
           }, 160);
         }}
       />
-      <AuraSubpageHeader
-        title="Item"
-        eyebrow="CLOSET"
-        onBack={navigateBackToSource}
-        fallbackRoute="/(tabs)/closet"
-        rightAction={
-          <Pressable
-            onPress={onOpenOverflowMenu}
-            accessibilityRole="button"
-            accessibilityLabel="Open item actions"
-            style={({ pressed }) => [
-              {
-                minWidth: 44,
-                minHeight: 44,
-                borderRadius: 999,
-                alignItems: "center",
-                justifyContent: "center",
-                backgroundColor: colors.surface,
-                borderWidth: 1,
-                borderColor: colors.border,
-                opacity: pressed ? 0.72 : 1,
-              },
-            ]}
-          >
-            <Ionicons name="ellipsis-horizontal" size={22} color={colors.text} />
-          </Pressable>
-        }
-      />
+      <View
+        style={{
+          paddingTop: insets.top + 8,
+          paddingHorizontal: layout.horizontalPadding,
+          paddingBottom: 6,
+          flexDirection: "row",
+          alignItems: "center",
+          justifyContent: "space-between",
+        }}
+      >
+        <AuraBackButton onPress={navigateBackToSource} size={42} />
+        <AuraIconButton
+          icon="ellipsis-horizontal"
+          label="Open item actions"
+          variant="tertiary"
+          size="compact"
+          onPress={onOpenOverflowMenu}
+        />
+      </View>
       <ScrollView
-        contentInsetAdjustmentBehavior="automatic"
+        contentInsetAdjustmentBehavior="never"
         showsVerticalScrollIndicator={false}
         contentContainerStyle={{
           paddingHorizontal: layout.horizontalPadding,
           paddingTop: 8,
-          paddingBottom: layout.bottomDockPadding + 56,
+          paddingBottom: layout.bottomDockPadding + 72,
           gap: 24,
         }}
       >
@@ -1510,15 +1386,21 @@ export default function ItemDetailsScreen() {
 
 function ActionMenuModal({
   visible,
+  currentLaundryStatus,
+  actionLoading,
   onClose,
-  onEdit,
-  onShare,
+  onAddToOutfit,
+  onMarkWorn,
+  onLaundryStatusPress,
   onDelete,
 }: {
   visible: boolean;
+  currentLaundryStatus: LaundryStatus;
+  actionLoading: boolean;
   onClose: () => void;
-  onEdit: () => void;
-  onShare: () => void;
+  onAddToOutfit: () => void;
+  onMarkWorn: () => void;
+  onLaundryStatusPress: (status: LaundryStatus) => void;
   onDelete: () => void;
 }) {
   const { colors } = useAppTheme();
@@ -1532,82 +1414,136 @@ function ActionMenuModal({
     onClose();
   }
 
+  function renderMenuRow({
+    icon,
+    label,
+    onPress,
+    destructive = false,
+    disabled = false,
+    selected = false,
+    accessory = "chevron-forward",
+    accessibilityLabel,
+  }: {
+    icon: keyof typeof Ionicons.glyphMap;
+    label: string;
+    onPress: () => void;
+    destructive?: boolean;
+    disabled?: boolean;
+    selected?: boolean;
+    accessory?: keyof typeof Ionicons.glyphMap | null;
+    accessibilityLabel?: string;
+  }) {
+    const tone = destructive ? "destructive" : selected ? "accent" : "primary";
+    const iconColor = destructive
+      ? colors.destructive
+      : selected
+        ? colors.accent
+        : colors.textSecondary;
+
+    return (
+      <AuraPressable
+        onPress={() => {
+          void runHaptic(destructive ? "warning" : "light");
+          onPress();
+        }}
+        disabled={disabled}
+        haptic="selection"
+        hapticTrigger="press"
+        pressedScale={0.98}
+        accessibilityRole="button"
+        accessibilityLabel={accessibilityLabel ?? label}
+        accessibilityState={{ selected, disabled }}
+        style={[
+          styles.actionMenuButton,
+          selected
+            ? {
+                backgroundColor: colors.accentSoft,
+                borderColor: colors.borderStrong,
+              }
+            : null,
+          destructive
+            ? {
+                backgroundColor: colors.dangerSurface,
+                borderColor: colors.dangerBorder,
+              }
+            : null,
+        ]}
+      >
+        <View style={{ flex: 1, minWidth: 0, flexDirection: "row", alignItems: "center", gap: 10 }}>
+          <Ionicons name={icon} size={17} color={iconColor} />
+          <AuraText variant="button" tone={tone} numberOfLines={1} style={{ fontSize: 14.5 }}>
+            {label}
+          </AuraText>
+        </View>
+        {accessory ? (
+          <Ionicons
+            name={selected ? "checkmark" : accessory}
+            size={15}
+            color={selected ? colors.accent : colors.textMuted}
+          />
+        ) : null}
+      </AuraPressable>
+    );
+  }
+
   return (
     <Modal visible={visible} transparent animationType="slide" onRequestClose={closeWithHaptic}>
-      <View style={[styles.actionMenuBackdrop, { paddingBottom: Math.max(insets.bottom, 16) }]}>
+      <AuraSheetBackdrop style={[styles.actionMenuBackdrop, { paddingBottom: Math.max(insets.bottom, 16) }]}>
         <Pressable style={StyleSheet.absoluteFill} onPress={closeWithHaptic} />
-        <View style={[styles.actionMenuCard, { width: menuWidth }]}>
-          <BlurView intensity={34} tint="dark" style={StyleSheet.absoluteFill} />
+        <AuraSheetSurface style={[styles.actionMenuCard, { width: menuWidth }]}>
           <View style={styles.actionMenuSurface}>
             <View style={styles.actionMenuHandle} />
 
-            <AuraPressable
-              onPress={() => {
-                void runHaptic("light");
-                onEdit();
-              }}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.98}
-              accessibilityRole="button"
-              accessibilityLabel="Edit item"
-              style={styles.actionMenuButton}
-            >
-              <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-                <Ionicons name="create-outline" size={17} color={colors.ctaCream} />
-                <Text style={{ color: colors.textPrimary, fontSize: 14.5, fontWeight: "900" }}>
-                  Edit Item
-                </Text>
-              </View>
-              <Ionicons name="chevron-forward" size={15} color="rgba(251,228,216,0.36)" />
-            </AuraPressable>
+            <View style={{ gap: 8 }}>
+              <AuraText variant="metadata" tone="muted" style={{ paddingHorizontal: 4, textTransform: "uppercase" }}>
+                Styling actions
+              </AuraText>
+              {renderMenuRow({
+                icon: "shirt-outline",
+                label: "Add to outfit",
+                onPress: onAddToOutfit,
+              })}
+              {renderMenuRow({
+                icon: "checkmark-circle-outline",
+                label: "Mark worn today",
+                onPress: onMarkWorn,
+                disabled: actionLoading,
+              })}
+            </View>
 
-            <AuraPressable
-              onPress={() => {
-                void runHaptic("light");
-                onShare();
-              }}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.98}
-              accessibilityRole="button"
-              accessibilityLabel="Share item"
-              style={styles.actionMenuButton}
-            >
-              <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-                <Ionicons name="share-outline" size={17} color={colors.ctaCream} />
-                <Text style={{ color: colors.textPrimary, fontSize: 14.5, fontWeight: "900" }}>
-                  Share Item
-                </Text>
-              </View>
-              <Ionicons name="chevron-forward" size={15} color="rgba(251,228,216,0.36)" />
-            </AuraPressable>
+            <AuraDivider />
+
+            <View style={{ gap: 8 }}>
+              <AuraText variant="metadata" tone="muted" style={{ paddingHorizontal: 4, textTransform: "uppercase" }}>
+                Laundry
+              </AuraText>
+              {STATUS_OPTIONS.map((status) =>
+                renderMenuRow({
+                  icon:
+                    status === "clean"
+                      ? "sparkles-outline"
+                      : status === "in_laundry"
+                        ? "water-outline"
+                        : "alert-circle-outline",
+                  label: LAUNDRY_STATUS_LABELS[status],
+                  onPress: () => onLaundryStatusPress(status),
+                  selected: currentLaundryStatus === status,
+                  disabled: actionLoading || currentLaundryStatus === status,
+                  accessory: currentLaundryStatus === status ? "checkmark" : null,
+                  accessibilityLabel: `Set laundry status to ${LAUNDRY_STATUS_LABELS[status]}`,
+                }),
+              )}
+            </View>
 
-            <View style={{ height: StyleSheet.hairlineWidth, backgroundColor: "rgba(251,228,216,0.08)" }} />
+            <AuraDivider />
 
-            <AuraPressable
-              onPress={() => {
-                void runHaptic("warning");
-                onDelete();
-              }}
-              pressedScale={0.98}
-              accessibilityRole="button"
-              accessibilityLabel="Delete item"
-              style={[
-                styles.actionMenuButton,
-                {
-                  backgroundColor: "rgba(255,77,79,0.08)",
-                  borderColor: "rgba(255,77,79,0.18)",
-                },
-              ]}
-            >
-              <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-                <Ionicons name="trash-outline" size={17} color="rgba(239,163,163,0.86)" />
-                <Text style={{ color: "rgba(239,163,163,0.92)", fontSize: 14.5, fontWeight: "900" }}>
-                  Delete Item
-                </Text>
-              </View>
-            </AuraPressable>
+            {renderMenuRow({
+              icon: "trash-outline",
+              label: "Delete item",
+              onPress: onDelete,
+              destructive: true,
+              accessory: null,
+            })}
 
             <AuraPressable
               onPress={closeWithHaptic}
@@ -1623,13 +1559,13 @@ function ActionMenuModal({
                 },
               ]}
             >
-              <Text style={{ color: colors.textSecondary, fontSize: 14.5, fontWeight: "900" }}>
+              <AuraText variant="button" tone="secondary" style={{ fontSize: 14.5 }}>
                 Cancel
-              </Text>
+              </AuraText>
             </AuraPressable>
           </View>
-        </View>
-      </View>
+        </AuraSheetSurface>
+      </AuraSheetBackdrop>
     </Modal>
   );
 }
@@ -1673,7 +1609,7 @@ function ItemImageModal({
           accessibilityLabel="Close photo viewer"
           style={[styles.modalCloseButton, { top: insets.top + 12 }]}
         >
-          <Text style={{ color: colors.text, fontWeight: "800" }}>Close</Text>
+          <Text style={{ color: colors.text, fontWeight: "600" }}>Close</Text>
         </Pressable>
         <ScrollView
           style={{ flex: 1 }}
@@ -1726,7 +1662,7 @@ function ItemImageModal({
                   }}
                 />
               ))}
-              <Text style={{ color: colors.textSecondary, fontWeight: "700", marginLeft: 8 }}>
+              <Text style={{ color: colors.textSecondary, fontWeight: "500", marginLeft: 8 }}>
                 {activeIndex + 1} / {images.length}
               </Text>
             </View>
@@ -1830,7 +1766,7 @@ function DetailImageCarousel({
             ))}
           </View>
           <View style={styles.carouselCounter}>
-            <Text style={{ color: colors.textPrimary, fontSize: 12.5, fontWeight: "900" }}>
+            <Text style={{ color: colors.textPrimary, fontSize: 12.5, fontWeight: "500" }}>
               {activeIndex + 1} / {images.length}
             </Text>
           </View>
diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index 4b2fea3..af66082 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -1,7 +1,7 @@
 import { Ionicons } from "@expo/vector-icons";
 import { router } from "expo-router";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
-import { ActivityIndicator, FlatList, Pressable, Text, View } from "react-native";
+import { ActivityIndicator, Alert, FlatList, Pressable, Text, View } from "react-native";
 
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
@@ -21,8 +21,15 @@ import {
 import { sanitizeDisplayText } from "@/src/lib/text";
 import { Toast } from "@/src/lib/toast";
 import type { ClosetItem, LaundryStatus } from "@/src/lib/items";
+import { parseDateValue } from "@/src/utils/date";
 
 type LaundryTab = LaundryStatus;
+type LaundryUndo = {
+  key: string;
+  label: string;
+  itemIds: string[];
+  previousStatus: LaundryStatus;
+};
 
 const TABS: { key: LaundryTab; label: string; helper: string; icon: keyof typeof Ionicons.glyphMap }[] = [
   { key: "needs_wash", label: "Needs wash", helper: "Ready for care", icon: "alert-circle-outline" },
@@ -38,6 +45,41 @@ function itemTitle(item: ClosetItem) {
   );
 }
 
+function statusSentence(status: LaundryStatus) {
+  if (status === "clean") return "clean and ready";
+  if (status === "in_laundry") return "in laundry";
+  return "needs wash";
+}
+
+function formatRelativeDate(value: unknown) {
+  const date = parseDateValue(value);
+  if (!date) return "";
+  const today = new Date();
+  const startToday = new Date(today.getFullYear(), today.getMonth(), today.getDate()).getTime();
+  const startDate = new Date(date.getFullYear(), date.getMonth(), date.getDate()).getTime();
+  const dayDelta = Math.round((startToday - startDate) / 86400000);
+  if (dayDelta === 0) return "today";
+  if (dayDelta === 1) return "yesterday";
+  if (dayDelta > 1 && dayDelta < 7) return `${dayDelta}d ago`;
+  return new Intl.DateTimeFormat(undefined, { month: "short", day: "numeric" }).format(date);
+}
+
+function laundryMeta(item: ClosetItem, activeStatus: LaundryStatus) {
+  const wears = Number(item.wearCountSinceWash ?? 0);
+  const lastWorn = formatRelativeDate(item.lastWornAt ?? item.lastWornDate);
+  const lastWashed = formatRelativeDate(item.lastWashedAt ?? item.lastWashedDate);
+  const lastMoved = formatRelativeDate(item.laundryUpdatedAt);
+
+  if (activeStatus === "clean") {
+    return lastWashed ? `Washed ${lastWashed}` : "Clean and ready";
+  }
+  if (activeStatus === "in_laundry") {
+    return lastMoved ? `Moved to laundry ${lastMoved}` : "Out of outfit rotation";
+  }
+  const wearLabel = `${wears} wear${wears === 1 ? "" : "s"} since wash`;
+  return lastWorn ? `${wearLabel} · worn ${lastWorn}` : wearLabel;
+}
+
 export default function LaundryScreen() {
   const { user } = useAuth();
   const { colors } = useAppTheme();
@@ -47,6 +89,7 @@ export default function LaundryScreen() {
   const [tab, setTab] = useState<LaundryTab>("in_laundry");
   const [loading, setLoading] = useState(true);
   const [savingStatus, setSavingStatus] = useState<string | null>(null);
+  const [undo, setUndo] = useState<LaundryUndo | null>(null);
 
   useEffect(() => {
     if (!uid) {
@@ -90,9 +133,18 @@ export default function LaundryScreen() {
 
   const setItemLaundryStatus = useCallback(async (itemId: string, status: LaundryStatus) => {
     if (!uid) return router.replace("/(auth)/login");
+    const item = allItems.find((entry) => entry.id === itemId);
+    const previousStatus = normalizeLaundryStatus(item);
+    if (previousStatus === status) return;
     try {
       setSavingStatus(`${itemId}:${status}`);
       await updateLaundryStatus(uid, itemId, status);
+      setUndo({
+        key: `${itemId}:${previousStatus}:${Date.now()}`,
+        label: `${item ? itemTitle(item) : "Piece"} is now ${statusSentence(status)}.`,
+        itemIds: [itemId],
+        previousStatus,
+      });
       void runHaptic("light");
       Toast.laundryUpdated(
         status === "clean"
@@ -106,7 +158,7 @@ export default function LaundryScreen() {
     } finally {
       setSavingStatus(null);
     }
-  }, [uid]);
+  }, [allItems, uid]);
 
   const bulkUpdate = useCallback(async (from: LaundryTab, to: LaundryStatus) => {
     if (!uid) return router.replace("/(auth)/login");
@@ -117,6 +169,12 @@ export default function LaundryScreen() {
       await updateLaundryStatuses(uid, source.map((item) => item.id), to);
       if (to === "in_laundry") setTab("in_laundry");
       if (to === "clean") setTab("clean");
+      setUndo({
+        key: `bulk:${from}:${to}:${Date.now()}`,
+        label: `${source.length} piece${source.length === 1 ? "" : "s"} moved to ${statusSentence(to)}.`,
+        itemIds: source.map((item) => item.id),
+        previousStatus: from,
+      });
       void runHaptic("light");
       Toast.laundryUpdated(
         to === "clean" ? "Batch marked clean." : "Batch moved to laundry.",
@@ -128,6 +186,37 @@ export default function LaundryScreen() {
     }
   }, [buckets, uid]);
 
+  const confirmBulkUpdate = useCallback((from: LaundryTab, to: LaundryStatus) => {
+    const source = buckets[from];
+    if (!source.length) return;
+    const preview = source.slice(0, 4).map((item) => `• ${itemTitle(item)}`).join("\n");
+    const more = source.length > 4 ? `\n• +${source.length - 4} more` : "";
+    Alert.alert(
+      `Update ${source.length} piece${source.length === 1 ? "" : "s"}?`,
+      `This will move everything from "${TABS.find((entry) => entry.key === from)?.label}" to "${TABS.find((entry) => entry.key === to)?.label}".\n\n${preview}${more}`,
+      [
+        { text: "Cancel", style: "cancel" },
+        { text: "Update", onPress: () => void bulkUpdate(from, to) },
+      ],
+    );
+  }, [buckets, bulkUpdate]);
+
+  const undoLastLaundryChange = useCallback(async () => {
+    if (!uid || !undo || savingStatus) return;
+    try {
+      setSavingStatus(`undo:${undo.key}`);
+      await updateLaundryStatuses(uid, undo.itemIds, undo.previousStatus);
+      setTab(undo.previousStatus);
+      setUndo(null);
+      void runHaptic("light");
+      Toast.laundryUpdated("Change undone.");
+    } catch (error: any) {
+      Toast.error("Undo failed", error?.message ?? "Could not restore those items.");
+    } finally {
+      setSavingStatus(null);
+    }
+  }, [savingStatus, uid, undo]);
+
   const renderLaundryItem = useCallback(
     ({ item }: { item: ClosetItem }) => (
       <LaundryRow
@@ -162,14 +251,14 @@ export default function LaundryScreen() {
             label="Move needs wash"
             icon="arrow-forward"
             disabled={!canMoveNeedsWash || !!savingStatus}
-            onPress={() => bulkUpdate("needs_wash", "in_laundry")}
+            onPress={() => confirmBulkUpdate("needs_wash", "in_laundry")}
           />
           <ActionButton
             label="Mark laundry clean"
             icon="sparkles-outline"
             disabled={!canMarkLaundryClean || !!savingStatus}
             primary
-            onPress={() => bulkUpdate("in_laundry", "clean")}
+            onPress={() => confirmBulkUpdate("in_laundry", "clean")}
           />
         </View>
         <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }}>
@@ -179,6 +268,42 @@ export default function LaundryScreen() {
         </Text>
       </View>
 
+      {undo ? (
+        <View
+          style={{
+            borderRadius: 16,
+            padding: 12,
+            flexDirection: "row",
+            alignItems: "center",
+            gap: 10,
+            ...auraSurfaceTiers.surfaceBase,
+            borderColor: colors.purpleBorder,
+          }}
+        >
+          <Ionicons name="return-up-back" size={18} color={colors.lightPurple} />
+          <Text style={{ flex: 1, color: colors.textSecondary, fontSize: 12.5, lineHeight: 18 }}>
+            {undo.label}
+          </Text>
+          <AuraPressable
+            onPress={undoLastLaundryChange}
+            disabled={!!savingStatus}
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.96}
+            disabledOpacity={0.5}
+            style={{
+              ...auraButtonStyle(colors, "tertiary", !!savingStatus),
+              minHeight: 34,
+              borderRadius: 999,
+              paddingHorizontal: 12,
+              paddingVertical: 7,
+            }}
+          >
+            <Text style={[auraButtonTextStyle(colors, "tertiary", !!savingStatus), { fontSize: 12 }]}>Undo</Text>
+          </AuraPressable>
+        </View>
+      ) : null}
+
       <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
         <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
           {TABS.find((entry) => entry.key === tab)?.label}
@@ -192,12 +317,13 @@ export default function LaundryScreen() {
     buckets,
     canMarkLaundryClean,
     canMoveNeedsWash,
-    colors.text,
-    colors.textSecondary,
+    colors,
     listItems.length,
     savingStatus,
     tab,
-    bulkUpdate,
+    confirmBulkUpdate,
+    undo,
+    undoLastLaundryChange,
   ]);
 
   if (loading) {
@@ -233,7 +359,7 @@ export default function LaundryScreen() {
           gap: 10,
         }}
         ListHeaderComponent={Header}
-        ListEmptyComponent={<PremiumEmptyState />}
+        ListEmptyComponent={<PremiumEmptyState tab={tab} />}
         renderItem={renderLaundryItem}
         removeClippedSubviews
         initialNumToRender={10}
@@ -322,8 +448,23 @@ function ActionButton(props: {
   );
 }
 
-function PremiumEmptyState() {
+function PremiumEmptyState({ tab }: { tab: LaundryTab }) {
   const { colors } = useAppTheme();
+  const copy =
+    tab === "needs_wash"
+      ? {
+          title: "Nothing needs a wash",
+          body: "When you mark an outfit worn, pieces will land here before laundry day.",
+        }
+      : tab === "in_laundry"
+        ? {
+            title: "No items in laundry",
+            body: "Move worn pieces here when they are actually out of rotation.",
+          }
+        : {
+            title: "No clean pieces yet",
+            body: "Mark laundry as washed or add closet items to build ready outfits.",
+          };
   return (
     <View
       style={{
@@ -335,9 +476,9 @@ function PremiumEmptyState() {
       }}
     >
       <View style={{ gap: 6 }}>
-        <Text style={[auraTypography.cardTitle, { color: colors.text }]}>No items in laundry</Text>
+        <Text style={[auraTypography.cardTitle, { color: colors.text }]}>{copy.title}</Text>
         <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}>
-          Tell AURA what you washed or move items from Closet.
+          {copy.body}
         </Text>
       </View>
       <View style={{ flexDirection: "row", gap: 10 }}>
@@ -362,6 +503,7 @@ const LaundryRow = React.memo(function LaundryRow({
   const { colors } = useAppTheme();
   const imageSource = getBestThumbnailImageSource(item);
   const statusLabel = TABS.find((entry) => entry.key === activeStatus)?.label ?? "Clean";
+  const meta = laundryMeta(item, activeStatus);
   return (
     <View
       style={{
@@ -402,11 +544,18 @@ const LaundryRow = React.memo(function LaundryRow({
             {[sanitizeDisplayText(item.brand), sanitizeDisplayText(item.primaryColor)].filter(Boolean).join(" · ") || "No brand"}
           </Text>
           <Text style={{ color: colors.lightPurple, fontSize: 11.5, fontWeight: "800" }}>{statusLabel}</Text>
+          <Text style={{ color: colors.textMuted, fontSize: 11.5 }} numberOfLines={1}>
+            {meta}
+          </Text>
         </Pressable>
       </View>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
         <RowAction label="Needs wash" disabled={disabled || activeStatus === "needs_wash"} onPress={() => onStatus(item.id, "needs_wash")} />
-        <RowAction label="Move to laundry" disabled={disabled || activeStatus === "in_laundry"} onPress={() => onStatus(item.id, "in_laundry")} />
+        <RowAction
+          label={activeStatus === "in_laundry" ? "Already in laundry" : "Move to laundry"}
+          disabled={disabled || activeStatus === "in_laundry"}
+          onPress={() => onStatus(item.id, "in_laundry")}
+        />
         <RowAction label="Mark as washed" disabled={disabled || activeStatus === "clean"} primary onPress={() => onStatus(item.id, "clean")} />
       </View>
     </View>
diff --git a/app/(tabs)/profile.tsx b/app/(tabs)/profile.tsx
index 48e53f2..683e6a7 100644
--- a/app/(tabs)/profile.tsx
+++ b/app/(tabs)/profile.tsx
@@ -1,13 +1,13 @@
-import { Ionicons } from "@expo/vector-icons";
 import { LinearGradient } from "expo-linear-gradient";
 import { router } from "expo-router";
 import React, { useEffect, useMemo, useState } from "react";
-import { ActivityIndicator, Image, Pressable, RefreshControl, ScrollView, Text, View } from "react-native";
+import { Image, Pressable, RefreshControl, ScrollView, Text, View } from "react-native";
 
 import { SafeScreen } from "@/src/components/SafeScreen";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
 import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
+import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import {
   auraButtonStyle,
   auraButtonTextStyle,
@@ -25,7 +25,6 @@ import {
   formatBodyFitSummary,
   formatClosetSummary,
   formatDefaultSizesSummary,
-  formatNotificationsSummary,
   formatStyleSummary,
   formatUnitsSummary,
   useProfilePreferencesState,
@@ -38,18 +37,11 @@ type StatCardProps = {
   onPress: () => void;
 };
 
-type QuickActionProps = {
-  icon: keyof typeof Ionicons.glyphMap;
-  label: string;
-  onPress: () => void;
-};
-
 const SETTINGS_GROUPS = [
   {
     label: "ACCOUNT",
     rows: [
       { title: "Account", route: "/profile/account", summary: "account" },
-      { title: "Notifications", route: "/profile/notifications", summary: "notifications" },
     ],
   },
   {
@@ -209,29 +201,6 @@ function StatCard({ label, value, onPress }: StatCardProps) {
   );
 }
 
-function QuickAction({ icon, label, onPress }: QuickActionProps) {
-  const { colors } = useAppTheme();
-  return (
-    <AuraPressable
-      onPress={onPress}
-      haptic="selection"
-      hapticTrigger="press"
-      pressedScale={0.97}
-      pressedOpacity={0.88}
-      style={{
-        ...auraButtonStyle(colors, "tertiary"),
-        minHeight: 44,
-        paddingHorizontal: 14,
-        gap: 8,
-        flexDirection: "row",
-      }}
-    >
-      <Ionicons name={icon} size={18} color={colors.iridescentStart} />
-      <Text style={[auraButtonTextStyle(colors, "tertiary"), { color: colors.text, fontSize: 14 }]}>{label}</Text>
-    </AuraPressable>
-  );
-}
-
 function SectionLabel({ children }: { children: React.ReactNode }) {
   const { colors } = useAppTheme();
   return (
@@ -241,6 +210,28 @@ function SectionLabel({ children }: { children: React.ReactNode }) {
   );
 }
 
+function ProfileLoadingSkeleton() {
+  const layout = useResponsiveLayout();
+  return (
+    <View style={{ gap: 18 }}>
+      <AuraSkeleton height={156} radius={layout.largeRadius} />
+      <View style={{ flexDirection: "row", gap: 8 }}>
+        {Array.from({ length: 4 }).map((_, index) => (
+          <AuraSkeleton key={index} height={74} radius={layout.mediumRadius} style={{ flex: 1 }} />
+        ))}
+      </View>
+      <AuraSkeletonLine width="32%" height={12} />
+      <AuraSkeleton height={150} radius={layout.mediumRadius} />
+      <AuraSkeletonLine width="28%" height={12} />
+      <View style={{ flexDirection: "row", gap: 10 }}>
+        {Array.from({ length: 3 }).map((_, index) => (
+          <AuraSkeleton key={index} width={112} height={136} radius={18} />
+        ))}
+      </View>
+    </View>
+  );
+}
+
 export default function ProfileScreen() {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
@@ -278,7 +269,6 @@ export default function ProfileScreen() {
   const summaries = useMemo(
     () => ({
       account: accountSummary,
-      notifications: formatNotificationsSummary(profile),
       bodyFit: formatBodyFitSummary(profile),
       defaultSizes: formatDefaultSizesSummary(profile),
       style: formatStyleSummary(profile),
@@ -398,9 +388,7 @@ export default function ProfileScreen() {
         </View>
 
         {loading ? (
-          <View style={{ paddingVertical: 40, alignItems: "center" }}>
-            <ActivityIndicator color={colors.accent} />
-          </View>
+          <ProfileLoadingSkeleton />
         ) : (
           <>
             <LinearGradient
@@ -431,7 +419,7 @@ export default function ProfileScreen() {
                   {user?.photoURL ? (
                     <Image source={{ uri: user.photoURL }} style={{ width: 68, height: 68 }} />
                   ) : (
-                    <Text style={{ color: colors.text, fontSize: 22, fontWeight: "900" }}>
+                    <Text style={{ color: colors.text, fontSize: 22, fontWeight: "700" }}>
                       {getInitials(displayName)}
                     </Text>
                   )}
@@ -439,7 +427,7 @@ export default function ProfileScreen() {
                 <View style={{ flex: 1, gap: 8 }}>
                   <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 10 }}>
                     <View style={{ flex: 1, gap: 5 }}>
-                      <Text style={{ color: colors.text, fontSize: 23, fontWeight: "900" }} numberOfLines={1}>
+                      <Text style={{ color: colors.text, fontSize: 23, fontWeight: "700" }} numberOfLines={1}>
                         {displayName}
                       </Text>
                       <Text style={{ color: colors.textSecondary, fontSize: 13 }} numberOfLines={1}>
@@ -457,7 +445,7 @@ export default function ProfileScreen() {
                       <Text style={[auraButtonTextStyle(colors, "tertiary"), { color: colors.text, fontSize: 12 }]}>Edit</Text>
                     </Pressable>
                   </View>
-                  <Text style={{ color: colors.auraLavender, fontSize: 14, fontWeight: "800" }} numberOfLines={1}>
+                  <Text style={{ color: colors.auraLavender, fontSize: 14, fontWeight: "600" }} numberOfLines={1}>
                     {summarizeStyleIdentity(profile)}
                   </Text>
                 </View>
@@ -482,26 +470,6 @@ export default function ProfileScreen() {
               ))}
             </View>
 
-            <View style={{ gap: 12 }}>
-              <SectionLabel>QUICK ACTIONS</SectionLabel>
-              <ScrollView
-                horizontal
-                showsHorizontalScrollIndicator={false}
-                contentContainerStyle={{ gap: 10, paddingRight: 2 }}
-              >
-                <QuickAction
-                  icon="add"
-                  label="Add item"
-                  onPress={() =>
-                    router.push({ pathname: "/(tabs)/add", params: { addSession: String(Date.now()) } })
-                  }
-                />
-                <QuickAction icon="sparkles-outline" label="Build outfit" onPress={() => router.push("/(tabs)/studio")} />
-                <QuickAction icon="chatbubble-ellipses-outline" label="Ask AURA" onPress={() => router.push("/(tabs)/ai")} />
-                <QuickAction icon="calendar-outline" label="Plan week" onPress={() => router.push("/(tabs)/calendar")} />
-              </ScrollView>
-            </View>
-
             <View style={{ gap: 12 }}>
               <SectionLabel>AURA PROFILE</SectionLabel>
               <View
@@ -512,18 +480,18 @@ export default function ProfileScreen() {
                 }}
               >
                 <View style={{ gap: 4 }}>
-                  <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>Style preferences</Text>
+                  <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>Style preferences</Text>
                   <Text style={{ color: colors.text, fontSize: 15, fontWeight: "700", lineHeight: 21 }}>
                     {profileFacts.styleSummary}
                   </Text>
                 </View>
                 <View style={{ flexDirection: "row", gap: 10 }}>
                   <View style={{ flex: 1, gap: 4 }}>
-                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>Fit</Text>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>Fit</Text>
                     <Text style={{ color: colors.text, fontSize: 14, fontWeight: "700" }}>{profileFacts.fitSummary}</Text>
                   </View>
                   <View style={{ flex: 1, gap: 4 }}>
-                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "800" }}>Top signal</Text>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>Top signal</Text>
                     <Text style={{ color: colors.text, fontSize: 14, fontWeight: "700" }}>{profileFacts.colorOrCategory}</Text>
                   </View>
                 </View>
@@ -550,7 +518,7 @@ export default function ProfileScreen() {
               <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
                 <SectionLabel>MY LOOKS</SectionLabel>
                 <Pressable onPress={openMyLooks} style={{ minHeight: 44, justifyContent: "center" }}>
-                  <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800" }}>See all →</Text>
+                  <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "600" }}>See all →</Text>
                 </Pressable>
               </View>
 
@@ -619,7 +587,7 @@ export default function ProfileScreen() {
                 color: colors.text,
                 fontSize: 11,
                 opacity: 0.15,
-                fontWeight: "800",
+                fontWeight: "600",
               }}
             >
               AURA
diff --git a/app/(tabs)/studio.tsx b/app/(tabs)/studio.tsx
index c2eafed..7c2b51e 100644
--- a/app/(tabs)/studio.tsx
+++ b/app/(tabs)/studio.tsx
@@ -19,22 +19,22 @@ import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers, auraTypography
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
-import {
-  detectOutfitLayoutType,
-  resolveOutfitLayout,
-  type BoardPiece,
-} from "@/src/lib/auraLookLayouts";
-import { auraLookToPlannedOutfit, saveAuraLook } from "@/src/lib/auraLooks";
+import { saveAuraLook } from "@/src/lib/auraLooks";
 import { getItemImageUrl } from "@/src/lib/itemImage";
-import { listenToItems, toCanonicalCategory } from "@/src/lib/items";
+import { listenToItems, normalizeLaundryStatus, toCanonicalCategory } from "@/src/lib/items";
 import { Toast } from "@/src/lib/toast";
+import { planOutfitForToday } from "@/src/lib/wearOutfit";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook, AuraLookPiece } from "@/src/types/aura";
 import { toDayKey } from "@/src/utils/date";
-import { savePlannedRecord } from "@/src/utils/dailyOutfits";
 
 type StudioCategory = "top" | "bottom" | "footwear" | "outerwear" | "accessory" | "one_piece";
 type StudioFilter = "all" | StudioCategory;
+type StudioIssue = {
+  key: string;
+  label: string;
+  severity: "info" | "warning";
+};
 
 const CATEGORY_LIMITS: Record<StudioCategory, number> = {
   outerwear: 2,
@@ -110,6 +110,10 @@ function imageUrlForItem(item: ClothingItem) {
   return getItemImageUrl(item, { variant: "thumb" });
 }
 
+function isCleanItem(item: ClothingItem) {
+  return normalizeLaundryStatus(item) === "clean";
+}
+
 function buildManualLook(selection: ClothingItem[]): AuraLook {
   const pieces = selection.map((item) => {
     const category = categoryForItem(item);
@@ -142,65 +146,71 @@ function buildManualLook(selection: ClothingItem[]): AuraLook {
   };
 }
 
-function buildAuraPrompt(selection: ClothingItem[]) {
+function getStudioIssues(selection: ClothingItem[]): StudioIssue[] {
+  if (!selection.length) {
+    return [{ key: "empty", label: "Choose at least one closet item to start.", severity: "info" }];
+  }
+
+  const counts = selection.reduce<Record<StudioCategory, number>>(
+    (acc, item) => {
+      acc[categoryForItem(item)] += 1;
+      return acc;
+    },
+    {
+      top: 0,
+      bottom: 0,
+      footwear: 0,
+      outerwear: 0,
+      accessory: 0,
+      one_piece: 0,
+    },
+  );
+  const issues: StudioIssue[] = [];
+  const hasOnePiece = counts.one_piece > 0;
+  if (!hasOnePiece && counts.top === 0) {
+    issues.push({ key: "top", label: "Add a top or one-piece.", severity: "warning" });
+  }
+  if (!hasOnePiece && counts.bottom === 0) {
+    issues.push({ key: "bottom", label: "Add a bottom or one-piece.", severity: "warning" });
+  }
+  if (counts.footwear === 0) {
+    issues.push({ key: "footwear", label: "Add shoes before planning.", severity: "warning" });
+  }
+  const unavailableCount = selection.filter((item) => !isCleanItem(item)).length;
+  if (unavailableCount > 0) {
+    issues.push({
+      key: "laundry",
+      label: `${unavailableCount} selected piece${unavailableCount === 1 ? " is" : "s are"} not clean.`,
+      severity: "warning",
+    });
+  }
+  if (!issues.length) {
+    issues.push({ key: "ready", label: "Complete outfit: ready to save, refine, or plan.", severity: "info" });
+  }
+  return issues;
+}
+
+function buildAuraPrompt(selection: ClothingItem[], issues: StudioIssue[]) {
   const lines = selection.map((item) => {
     const label = categoryLabel(categoryForItem(item));
-    return `${label}: ${itemDescriptor(item)} (closet item id: ${item.id})`;
+    return `${label}: ${itemDescriptor(item)}; availability=${normalizeLaundryStatus(item)} (closet item id: ${item.id})`;
   });
+  const issueLines = issues
+    .filter((issue) => issue.key !== "ready")
+    .map((issue) => `- ${issue.label}`);
 
   return [
     "Improve this manually built outfit from my closet.",
-    "Keep the selected pieces as the starting point, explain what works, and suggest the smallest swaps or styling additions if needed.",
+    "Return a concrete refinement with: what to keep, what to swap or add, and one styling note.",
+    "Keep the selected pieces as the starting point unless a piece is unavailable or the outfit is incomplete.",
+    issueLines.length ? "Current Studio checklist:" : "",
+    ...issueLines,
     "",
+    "Selected pieces:",
     ...lines,
   ].join("\n");
 }
 
-function buildStudioBoardPieces(selection: ClothingItem[]): BoardPiece[] {
-  return selection.map((item, index) => {
-    const category = categoryForItem(item);
-    const searchTokens = [
-      category,
-      itemTitle(item),
-      item.brand,
-      item.category,
-      item.subCategory,
-      item.type,
-      item.style,
-      item.fit,
-    ]
-      .map((part) => String(part ?? "").trim().toLowerCase())
-      .filter(Boolean)
-      .join(" ");
-
-    return {
-      key: `${item.id}-${category}-${index}`,
-      itemId: item.id,
-      role: category === "footwear" ? "footwear" : category,
-      itemName: itemTitle(item),
-      source: "closet",
-      imageUrl: item.originalImageUrl ?? item.photoUrl ?? null,
-      cleanedImageUrl: item.cleanedImageUrl ?? item.photos?.cleanedUrl ?? null,
-      image: imageUrlForItem(item),
-      brand: item.brand ?? null,
-      category: item.category ?? null,
-      subCategory: item.subCategory ?? null,
-      type: item.type ?? null,
-      style: item.style ?? null,
-      fit: item.fit ?? null,
-      size: item.size ?? null,
-      status: item.status ?? null,
-      colors: item.colors ?? item.displayColors ?? null,
-      colorLabel: item.colorLabel ?? item.displayColor ?? null,
-      primaryColor: item.primaryColor ?? null,
-      lastWornDate: item.lastWornDate ?? null,
-      layerRole: item.layerRole ?? null,
-      visualNormalization: item.visualNormalization ?? null,
-      searchTokens,
-    };
-  });
-}
-
 const StudioPickerItem = React.memo(function StudioPickerItem({
   item,
   selected,
@@ -272,6 +282,7 @@ export default function StudioScreen() {
   const [items, setItems] = useState<ClothingItem[]>([]);
   const [loading, setLoading] = useState(true);
   const [activeFilter, setActiveFilter] = useState<StudioFilter>("all");
+  const [cleanOnly, setCleanOnly] = useState(true);
   const [selection, setSelection] = useState<ClothingItem[]>([]);
   const [saving, setSaving] = useState(false);
   const consumedRouteItemRef = React.useRef<string | null>(null);
@@ -334,11 +345,11 @@ export default function StudioScreen() {
       ),
     [selection],
   );
-  const resolvedStudioLayout = useMemo(() => {
-    const pieces = buildStudioBoardPieces(selection);
-    if (!pieces.length) return [];
-    return resolveOutfitLayout(pieces, detectOutfitLayoutType(pieces), "studio");
-  }, [selection]);
+  const studioIssues = useMemo(() => getStudioIssues(selection), [selection]);
+  const blockingIssues = useMemo(
+    () => studioIssues.filter((issue) => issue.severity === "warning"),
+    [studioIssues],
+  );
   const filteredItems = useMemo(
     () =>
       items.filter((item) => {
@@ -346,16 +357,16 @@ export default function StudioScreen() {
         if (hasOnePieceSelected && (category === "top" || category === "bottom")) {
           return false;
         }
+        if (cleanOnly && !isCleanItem(item)) return false;
         return activeFilter === "all" || category === activeFilter;
       }),
-    [activeFilter, hasOnePieceSelected, items],
+    [activeFilter, cleanOnly, hasOnePieceSelected, items],
   );
   const gridGap = 12;
   const availableWidth = layout.width - layout.horizontalPadding * 2;
   const columns = layout.screenSize === "large" ? 4 : 2;
   const cardWidth = Math.floor((availableWidth - gridGap * (columns - 1)) / columns);
   const todayKey = useMemo(() => toDayKey(new Date()), []);
-  void resolvedStudioLayout;
 
   React.useEffect(() => {
     if (!routeItemId || loading || consumedRouteItemRef.current === routeItemId) return;
@@ -404,42 +415,82 @@ export default function StudioScreen() {
     setSelection((prev) => [...prev, item]);
   }, [hasOnePieceSelected, selectedCounts, selectedIds, selection.length]);
 
+  const confirmIncompleteOutfit = React.useCallback(
+    (actionLabel: string) =>
+      new Promise<boolean>((resolve) => {
+        if (!blockingIssues.length) {
+          resolve(true);
+          return;
+        }
+        Alert.alert(
+          "Review this outfit?",
+          `${blockingIssues.map((issue) => `• ${issue.label}`).join("\n")}\n\nYou can still ${actionLabel.toLowerCase()}, but AURA may need to refine it first.`,
+          [
+            { text: "Keep editing", style: "cancel", onPress: () => resolve(false) },
+            { text: actionLabel, onPress: () => resolve(true) },
+          ],
+        );
+      }),
+    [blockingIssues],
+  );
+
   const handleSaveLook = React.useCallback(async () => {
     if (!uid || !hasSelection || saving) return;
+    const shouldContinue = await confirmIncompleteOutfit("Save anyway");
+    if (!shouldContinue) return;
     setSaving(true);
     try {
       await saveAuraLook(uid, look, { title: "Studio Build" });
       Toast.saved();
+      Alert.alert("Look saved", "Studio Build is in My Looks.", [
+        { text: "Keep building", style: "cancel" },
+        { text: "View My Looks", onPress: () => router.push("/profile/my-looks") },
+      ]);
     } catch (error: any) {
-      Toast.error("Save failed", error?.message ?? "Unable to save this look.");
+      if (__DEV__) {
+        console.error("SAVE LOOK UI ERROR:", error);
+      }
+      Toast.error("Save failed", "Couldn’t save this look. Please try again.");
     } finally {
       setSaving(false);
     }
-  }, [hasSelection, look, saving, uid]);
+  }, [confirmIncompleteOutfit, hasSelection, look, saving, uid]);
 
   const handlePlanLook = React.useCallback(async () => {
     if (!uid || !hasSelection || saving) return;
+    const shouldContinue = await confirmIncompleteOutfit("Plan anyway");
+    if (!shouldContinue) return;
     setSaving(true);
     try {
-      await savePlannedRecord(uid, todayKey, auraLookToPlannedOutfit(look));
+      await planOutfitForToday({
+        uid,
+        source: "studio",
+        title: "Studio Build",
+        look,
+        date: new Date(`${todayKey}T12:00:00`),
+      });
       Toast.success("Planned", "This outfit is now attached to today.");
+      Alert.alert("Planned for today", "This Studio build is on your calendar.", [
+        { text: "Keep building", style: "cancel" },
+        { text: "Open Calendar", onPress: () => router.push("/(tabs)/calendar") },
+      ]);
     } catch (error: any) {
       Toast.error("Plan failed", error?.message ?? "Unable to plan this outfit.");
     } finally {
       setSaving(false);
     }
-  }, [hasSelection, look, saving, todayKey, uid]);
+  }, [confirmIncompleteOutfit, hasSelection, look, saving, todayKey, uid]);
 
   const handleAskAura = React.useCallback(() => {
     if (!hasSelection) return;
     router.push({
       pathname: "/(tabs)/ai",
       params: {
-        prompt: buildAuraPrompt(selection),
+        prompt: buildAuraPrompt(selection, studioIssues),
         promptKey: `studio-${Date.now()}`,
       },
     });
-  }, [hasSelection, selection]);
+  }, [hasSelection, selection, studioIssues]);
 
   const clearSelection = React.useCallback(() => {
     if (!selection.length) return;
@@ -447,6 +498,19 @@ export default function StudioScreen() {
     setSelection([]);
   }, [selection.length]);
 
+  const removeSelectedItem = React.useCallback((itemId: string) => {
+    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
+    setSelection((prev) => prev.filter((entry) => entry.id !== itemId));
+  }, []);
+
+  const swapSelectedItem = React.useCallback((item: ClothingItem) => {
+    const category = categoryForItem(item);
+    void Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
+    setSelection((prev) => prev.filter((entry) => entry.id !== item.id));
+    setActiveFilter(category);
+    Toast.success("Choose a swap", `Showing ${categoryLabel(category)} options.`);
+  }, []);
+
   const renderStudioItem = React.useCallback(
     ({ item, index }: { item: ClothingItem; index: number }) => (
       <StudioPickerItem
@@ -521,6 +585,90 @@ export default function StudioScreen() {
               ) : null}
             </View>
 
+            {hasSelection ? (
+              <ScrollView
+                horizontal
+                showsHorizontalScrollIndicator={false}
+                contentContainerStyle={{ gap: 10, paddingRight: 8 }}
+              >
+                {selection.map((item) => {
+                  const status = normalizeLaundryStatus(item);
+                  const unavailable = status !== "clean";
+                  return (
+                    <View
+                      key={`selected-${item.id}`}
+                      style={{
+                        minWidth: 178,
+                        maxWidth: 230,
+                        borderRadius: 18,
+                        padding: 11,
+                        gap: 8,
+                        ...auraSurfaceTiers.surfaceBase,
+                        borderColor: unavailable ? colors.warning : colors.border,
+                      }}
+                    >
+                      <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+                        <View
+                          style={{
+                            width: 28,
+                            height: 28,
+                            borderRadius: 999,
+                            alignItems: "center",
+                            justifyContent: "center",
+                            backgroundColor: colors.purpleSurface,
+                          }}
+                        >
+                          <Ionicons
+                            name={unavailable ? "warning-outline" : "checkmark"}
+                            size={15}
+                            color={unavailable ? colors.warning : colors.lightPurple}
+                          />
+                        </View>
+                        <View style={{ flex: 1 }}>
+                          <Text style={{ color: colors.text, fontSize: 13, fontWeight: "900" }} numberOfLines={1}>
+                            {itemTitle(item)}
+                          </Text>
+                          <Text style={{ color: unavailable ? colors.warning : colors.textMuted, fontSize: 11.5 }} numberOfLines={1}>
+                            {categoryLabel(categoryForItem(item))} · {status === "clean" ? "ready" : status.replace("_", " ")}
+                          </Text>
+                        </View>
+                      </View>
+                      <View style={{ flexDirection: "row", gap: 8 }}>
+                        <Pressable
+                          onPress={() => swapSelectedItem(item)}
+                          style={({ pressed }) => ({
+                            flex: 1,
+                            ...auraButtonStyle(colors, "tertiary", false),
+                            minHeight: 34,
+                            borderRadius: 999,
+                            paddingHorizontal: 10,
+                            opacity: pressed ? 0.78 : 1,
+                          })}
+                        >
+                          <Text style={[auraButtonTextStyle(colors, "tertiary", false), { fontSize: 12 }]}>Swap</Text>
+                        </Pressable>
+                        <Pressable
+                          onPress={() => removeSelectedItem(item.id)}
+                          hitSlop={8}
+                          style={({ pressed }) => ({
+                            width: 34,
+                            height: 34,
+                            borderRadius: 17,
+                            alignItems: "center",
+                            justifyContent: "center",
+                            backgroundColor: colors.chipBackground,
+                            opacity: pressed ? 0.7 : 1,
+                          })}
+                        >
+                          <Ionicons name="close" size={16} color={colors.textSecondary} />
+                        </Pressable>
+                      </View>
+                    </View>
+                  );
+                })}
+              </ScrollView>
+            ) : null}
+
             <AuraLookCard
               look={look}
               itemsById={itemsById}
@@ -575,6 +723,42 @@ export default function StudioScreen() {
               </Pressable>
             </View>
 
+            <View
+              style={{
+                borderRadius: layout.mediumRadius,
+                padding: 14,
+                gap: 10,
+                ...auraSurfaceTiers.surfaceBase,
+                borderColor: blockingIssues.length ? colors.warning : colors.purpleBorder,
+              }}
+            >
+              <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+                <Ionicons
+                  name={blockingIssues.length ? "alert-circle-outline" : "sparkles-outline"}
+                  size={18}
+                  color={blockingIssues.length ? colors.warning : colors.lightPurple}
+                />
+                <Text style={[auraTypography.chipLabel, { color: colors.text }]}>
+                  Studio checklist
+                </Text>
+              </View>
+              <View style={{ gap: 7 }}>
+                {studioIssues.map((issue) => (
+                  <View key={issue.key} style={{ flexDirection: "row", gap: 8, alignItems: "flex-start" }}>
+                    <Ionicons
+                      name={issue.severity === "warning" ? "ellipse-outline" : "checkmark-circle-outline"}
+                      size={15}
+                      color={issue.severity === "warning" ? colors.warning : colors.lightPurple}
+                      style={{ marginTop: 1 }}
+                    />
+                    <Text style={{ flex: 1, color: colors.textSecondary, fontSize: 12.5, lineHeight: 18 }}>
+                      {issue.label}
+                    </Text>
+                  </View>
+                ))}
+              </View>
+            </View>
+
             <View style={{ gap: 12 }}>
               <View style={{ gap: 10 }}>
                 <ScrollView
@@ -606,6 +790,24 @@ export default function StudioScreen() {
                       </Pressable>
                     );
                   })}
+                  <Pressable
+                    onPress={() => setCleanOnly((value) => !value)}
+                    style={({ pressed }) => ({
+                      borderRadius: layout.pillRadius,
+                      paddingHorizontal: 13,
+                      paddingVertical: 9,
+                      backgroundColor: cleanOnly ? colors.purpleSurface : colors.chipBackground,
+                      borderWidth: 1,
+                      borderColor: cleanOnly ? colors.purpleBorder : colors.border,
+                      opacity: pressed ? 0.82 : 1,
+                    })}
+                  >
+                    <Text
+                      style={[auraTypography.chipLabel, { color: cleanOnly ? colors.ctaCream : colors.textSecondary }]}
+                    >
+                      Clean only
+                    </Text>
+                  </Pressable>
                 </ScrollView>
               </View>
 
@@ -615,7 +817,11 @@ export default function StudioScreen() {
                     Choose wardrobe items
                   </Text>
                   <Text style={{ color: colors.textSecondary, fontSize: 12.5 }}>
-                    {filteredItems.length ? `${filteredItems.length} closet items` : "No matching items yet"}
+                    {filteredItems.length
+                      ? `${filteredItems.length} closet items${cleanOnly ? " ready" : ""}`
+                      : items.length
+                        ? "No matching ready items"
+                        : "No closet items yet"}
                   </Text>
                 </View>
                 {hasSelection ? (
@@ -648,8 +854,48 @@ export default function StudioScreen() {
           >
             <Text style={[auraTypography.cardTitle, { color: colors.text, fontSize: 16, lineHeight: 21 }]}>Nothing here yet</Text>
             <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 13, lineHeight: 20 }]}>
-              Add or recategorize closet items to make them available for this role.
+              {items.length
+                ? cleanOnly
+                  ? "Turn off Clean only or mark pieces washed in Laundry."
+                  : "Add or recategorize closet items to make them available for this role."
+                : "Add your first closet items, then return to Studio to build a look."}
             </Text>
+            {items.length ? (
+              <Pressable
+                onPress={() => {
+                  setCleanOnly(false);
+                  setActiveFilter("all");
+                }}
+                style={({ pressed }) => ({
+                  ...auraButtonStyle(colors, "secondary", false),
+                  alignSelf: "flex-start",
+                  borderRadius: layout.pillRadius,
+                  paddingHorizontal: 13,
+                  paddingVertical: 9,
+                  opacity: pressed ? 0.82 : 1,
+                })}
+              >
+                <Text style={[auraButtonTextStyle(colors, "secondary", false), { fontSize: 12 }]}>
+                  Show all items
+                </Text>
+              </Pressable>
+            ) : (
+              <Pressable
+                onPress={() => router.push({ pathname: "/(tabs)/add", params: { addSession: String(Date.now()) } })}
+                style={({ pressed }) => ({
+                  ...auraButtonStyle(colors, "primary", false),
+                  alignSelf: "flex-start",
+                  borderRadius: layout.pillRadius,
+                  paddingHorizontal: 13,
+                  paddingVertical: 9,
+                  opacity: pressed ? 0.82 : 1,
+                })}
+              >
+                <Text style={[auraButtonTextStyle(colors, "primary", false), { fontSize: 12 }]}>
+                  Add item
+                </Text>
+              </Pressable>
+            )}
           </View>
         }
         showsVerticalScrollIndicator={false}
@@ -659,7 +905,7 @@ export default function StudioScreen() {
         maxToRenderPerBatch={8}
         updateCellsBatchingPeriod={40}
         windowSize={7}
-        extraData={selectedIds}
+        extraData={`${Array.from(selectedIds).join(",")}:${cleanOnly}:${activeFilter}`}
         contentContainerStyle={{
           paddingTop: 12,
           paddingHorizontal: layout.horizontalPadding,
diff --git a/app/_layout.tsx b/app/_layout.tsx
index 17dc5c1..af9e8f0 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -1,8 +1,9 @@
 import { DarkTheme, ThemeProvider } from "@react-navigation/native";
 import { router, Stack, useSegments } from "expo-router";
 import { StatusBar } from "expo-status-bar";
+import { signOut } from "firebase/auth";
 import { useCallback, useEffect, useRef, useState } from "react";
-import { Platform, StyleSheet, View } from "react-native";
+import { Platform, Pressable, StyleSheet, Text, View } from "react-native";
 import LottieView from "lottie-react-native";
 import Animated, {
   Easing,
@@ -16,12 +17,14 @@ import Animated, {
 import { AuthProvider, useAuth } from "../src/contexts/AuthContext";
 import { isVisionBackgroundRemovalAvailable } from "../src/bg/removeBackground";
 import { loadUserProfilePreferences } from "../src/lib/userProfile";
+import { getCachedProfilePreferences } from "../src/lib/localCache";
 import { useColorScheme } from "@/hooks/use-color-scheme";
 import { Colors } from "@/constants/theme";
 import { SafeAreaProvider } from "react-native-safe-area-context";
 import AuraRing, { RING_SIZE_LG } from "@/src/components/brand/AuraRing";
 import { configureGoogleSignIn } from "@/src/auth/googleAuth";
 import { logDeviceSecurityContext } from "@/src/lib/security";
+import { auth } from "@/src/lib/firebase";
 
 export const unstable_settings = {
   anchor: "(tabs)",
@@ -34,6 +37,8 @@ const LOADING_MESSAGES = [
   "Almost ready...",
 ];
 
+type ProfileGateState = "idle" | "loading" | "onboarded" | "needs_onboarding" | "error";
+
 function BrandedLoadingScreen() {
   const reducedMotion = useReducedMotion();
   const [messageIndex, setMessageIndex] = useState(0);
@@ -76,12 +81,55 @@ function BrandedLoadingScreen() {
   );
 }
 
+function ProfileLoadErrorScreen({ onRetry }: { onRetry: () => void }) {
+  return (
+    <View style={loadingStyles.container}>
+      <View style={loadingStyles.errorPanel}>
+        <Text style={loadingStyles.errorTitle}>Couldn&apos;t load your profile</Text>
+        <Text style={loadingStyles.errorCopy}>
+          Check your connection and try again. Your account is still signed in.
+        </Text>
+        <Pressable accessibilityRole="button" onPress={onRetry} style={loadingStyles.retryButton}>
+          <Text style={loadingStyles.retryText}>Retry</Text>
+        </Pressable>
+      </View>
+    </View>
+  );
+}
+
+function AuthLoadTimeoutScreen({
+  onRetry,
+  onSignInAgain,
+}: {
+  onRetry: () => void;
+  onSignInAgain: () => void;
+}) {
+  return (
+    <View style={loadingStyles.container}>
+      <View style={loadingStyles.errorPanel}>
+        <Text style={loadingStyles.errorTitle}>Still checking your session…</Text>
+        <Text style={loadingStyles.errorCopy}>
+          Your connection may be offline or Firebase is taking longer than usual.
+        </Text>
+        <View style={loadingStyles.errorActions}>
+          <Pressable accessibilityRole="button" onPress={onRetry} style={loadingStyles.retryButton}>
+            <Text style={loadingStyles.retryText}>Retry</Text>
+          </Pressable>
+          <Pressable accessibilityRole="button" onPress={onSignInAgain} style={loadingStyles.secondaryButton}>
+            <Text style={loadingStyles.secondaryText}>Sign in again</Text>
+          </Pressable>
+        </View>
+      </View>
+    </View>
+  );
+}
+
 function AuthGate() {
-  const { user, loading } = useAuth();
+  const { user, loading, authCheckTimedOut, retryAuthCheck } = useAuth();
   const segments = useSegments();
-  const [profileLoading, setProfileLoading] = useState(true);
-  const [onboardingCompleted, setOnboardingCompleted] = useState(false);
-  const isRevalidatingOnboarding = useRef(false);
+  const [profileState, setProfileState] = useState<ProfileGateState>("loading");
+  const [profileRetryKey, setProfileRetryKey] = useState(0);
+  const routedRef = useRef<string | null>(null);
 
   useEffect(() => {
     let cancelled = false;
@@ -89,78 +137,83 @@ function AuthGate() {
     if (loading) return () => { cancelled = true; };
 
     if (!user?.uid) {
-      setOnboardingCompleted(false);
-      setProfileLoading(false);
+      setProfileState("idle");
       return () => {
         cancelled = true;
       };
     }
 
-    setProfileLoading(true);
-    void loadUserProfilePreferences(user.uid)
-      .then((profile) => {
+    setProfileState("loading");
+    void (async () => {
+      const cached = await getCachedProfilePreferences(user.uid).catch(() => null);
+      const cachedOnboarded = Boolean(cached?.data?.onboardingCompleted);
+      if (cachedOnboarded && !cancelled) {
+        setProfileState("onboarded");
+      }
+      try {
+        const profile = await loadUserProfilePreferences(user.uid);
         if (cancelled) return;
-        setOnboardingCompleted(Boolean(profile.onboardingCompleted));
-      })
-      .catch(() => {
+        setProfileState(profile.onboardingCompleted ? "onboarded" : "needs_onboarding");
+      } catch {
         if (cancelled) return;
-        setOnboardingCompleted(false);
-      })
-      .finally(() => {
-        if (!cancelled) setProfileLoading(false);
-      });
+        setProfileState(cachedOnboarded ? "onboarded" : "error");
+      }
+    })();
 
     return () => {
       cancelled = true;
     };
-  }, [loading, user?.uid]);
+  }, [loading, profileRetryKey, user?.uid]);
 
   useEffect(() => {
-    if (loading || profileLoading) return;
+    if (loading || profileState === "loading" || profileState === "error") return;
     const inAuthGroup = segments[0] === "(auth)";
     const inOnboardingGroup = segments[0] === "(onboarding)";
 
     if (!user && !inAuthGroup) {
-      router.replace("/(auth)/welcome");
+      if (routedRef.current !== "auth") {
+        routedRef.current = "auth";
+        router.replace("/(auth)/welcome");
+      }
       return;
     }
 
-    if (user && !onboardingCompleted && !inOnboardingGroup && !isRevalidatingOnboarding.current) {
-      let cancelled = false;
-      isRevalidatingOnboarding.current = true;
-      setProfileLoading(true);
-      void loadUserProfilePreferences(user.uid)
-        .then((profile) => {
-          if (cancelled) return;
-          const completed = Boolean(profile.onboardingCompleted);
-          setOnboardingCompleted(completed);
-          if (!completed) {
-            router.replace("/(onboarding)");
-          }
-        })
-        .catch(() => {
-          if (cancelled) return;
-          setOnboardingCompleted(false);
-          router.replace("/(onboarding)");
-        })
-        .finally(() => {
-          if (!cancelled) setProfileLoading(false);
-          isRevalidatingOnboarding.current = false;
-        });
-      return () => {
-        cancelled = true;
-        isRevalidatingOnboarding.current = false;
-      };
+    if (user && profileState === "needs_onboarding" && !inOnboardingGroup) {
+      if (routedRef.current !== "onboarding") {
+        routedRef.current = "onboarding";
+        router.replace("/(onboarding)");
+      }
+      return;
     }
 
-    if (user && onboardingCompleted && (inAuthGroup || inOnboardingGroup)) {
-      router.replace("/(tabs)");
+    if (user && profileState === "onboarded" && (inAuthGroup || inOnboardingGroup)) {
+      if (routedRef.current !== "tabs") {
+        routedRef.current = "tabs";
+        router.replace("/(tabs)");
+      }
     }
-  }, [loading, onboardingCompleted, profileLoading, segments, user]);
+  }, [loading, profileState, segments, user]);
 
-  if (loading || profileLoading) {
+  if (loading && authCheckTimedOut) {
+    return (
+      <AuthLoadTimeoutScreen
+        onRetry={retryAuthCheck}
+        onSignInAgain={() => {
+          void signOut(auth).finally(() => {
+            retryAuthCheck();
+            router.replace("/(auth)/login");
+          });
+        }}
+      />
+    );
+  }
+
+  if (loading || (user && profileState === "loading")) {
     return <BrandedLoadingScreen />;
   }
+  if (user && profileState === "error") {
+    return <ProfileLoadErrorScreen onRetry={() => setProfileRetryKey((value) => value + 1)} />;
+  }
 
   return (
     <Stack screenOptions={{ headerShown: false }}>
@@ -168,6 +221,7 @@ function AuthGate() {
       <Stack.Screen name="(onboarding)" options={{ headerShown: false }} />
       <Stack.Screen name="(tabs)" options={{ headerShown: false }} />
       <Stack.Screen name="aura/swipe" options={{ headerShown: false }} />
+      <Stack.Screen name="dev/analytics" options={{ headerShown: false }} />
     </Stack>
   );
 }
@@ -197,6 +251,62 @@ const loadingStyles = StyleSheet.create({
     width: 40,
     height: 40,
   },
+  errorPanel: {
+    position: "absolute",
+    top: "38%",
+    width: "82%",
+    maxWidth: 360,
+    alignItems: "center",
+    gap: 14,
+    transform: [{ translateY: -60 }],
+  },
+  errorTitle: {
+    color: Colors.dark.textPrimary,
+    fontSize: 20,
+    fontWeight: "800",
+    textAlign: "center",
+  },
+  errorCopy: {
+    color: Colors.dark.textSecondary,
+    fontSize: 14,
+    lineHeight: 20,
+    textAlign: "center",
+  },
+  retryButton: {
+    minHeight: 44,
+    minWidth: 120,
+    alignItems: "center",
+    justifyContent: "center",
+    borderRadius: 8,
+    backgroundColor: Colors.dark.tint,
+    paddingHorizontal: 18,
+  },
+  retryText: {
+    color: Colors.dark.background,
+    fontSize: 14,
+    fontWeight: "800",
+  },
+  errorActions: {
+    flexDirection: "row",
+    flexWrap: "wrap",
+    justifyContent: "center",
+    gap: 10,
+  },
+  secondaryButton: {
+    minHeight: 44,
+    minWidth: 120,
+    alignItems: "center",
+    justifyContent: "center",
+    borderRadius: 8,
+    borderWidth: 1,
+    borderColor: Colors.dark.border,
+    paddingHorizontal: 18,
+  },
+  secondaryText: {
+    color: Colors.dark.textPrimary,
+    fontSize: 14,
+    fontWeight: "800",
+  },
 });
 
 export default function RootLayout() {
diff --git a/app/aura/swipe.tsx b/app/aura/swipe.tsx
index 2c4ee5e..2062aaf 100644
--- a/app/aura/swipe.tsx
+++ b/app/aura/swipe.tsx
@@ -309,7 +309,9 @@ export default function AuraSwipeScreen() {
         }
       } catch (e) {
         if (DEBUG_AURA_SWIPE_SCREEN) {
-          console.error("SAVE LOOK ERROR:", e);
+          if (__DEV__) {
+            console.error("SAVE LOOK ERROR:", e);
+          }
         }
         throw e;
       }
diff --git a/app/insights.tsx b/app/insights.tsx
index 55b1b26..bd10fc3 100644
--- a/app/insights.tsx
+++ b/app/insights.tsx
@@ -5,14 +5,21 @@ import { Alert } from "react-native";
 import AuraInsightsDashboard, {
   type InsightPeriodKey,
 } from "@/src/components/insights/AuraInsightsDashboard";
+import ShopOptionsSheet from "@/src/components/shop/ShopOptionsSheet";
 import { useAuth } from "@/src/hooks/useAuth";
 import { listenToItems } from "@/src/lib/items";
+import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import {
   buildWardrobeInsights,
   type MissingPieceInsight,
 } from "@/src/lib/wardrobeInsights";
 import { safeGoBack } from "@/src/lib/navigation";
+import {
+  buildWardrobeSuggestions,
+  type WardrobeSuggestion,
+} from "@/src/lib/wardrobeSuggestions";
 import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
 import { addDays, toDayKey } from "@/src/utils/date";
 import {
   subscribeOutfitsInRange,
@@ -52,6 +59,8 @@ export default function InsightsScreen() {
   const [period, setPeriod] = useState<InsightPeriodKey>("30d");
   const [items, setItems] = useState<ClothingItem[]>([]);
   const [outfitRecords, setOutfitRecords] = useState<DailyOutfitRecord[]>([]);
+  const [profilePreferences, setProfilePreferences] = useState<UserProfilePreferences | null>(null);
+  const [activeShopSuggestion, setActiveShopSuggestion] = useState<WardrobeSuggestion | null>(null);
   const [loadingItems, setLoadingItems] = useState(true);
 
   useEffect(() => {
@@ -83,6 +92,26 @@ export default function InsightsScreen() {
     return () => unsubscribe();
   }, [uid]);
 
+  useEffect(() => {
+    let active = true;
+    if (!uid) {
+      setProfilePreferences(null);
+      return () => {
+        active = false;
+      };
+    }
+    void loadUserProfilePreferences(uid)
+      .then((preferences) => {
+        if (active) setProfilePreferences(preferences);
+      })
+      .catch(() => {
+        if (active) setProfilePreferences(null);
+      });
+    return () => {
+      active = false;
+    };
+  }, [uid]);
+
   useEffect(() => {
     if (!uid) {
       setOutfitRecords([]);
@@ -121,6 +150,15 @@ export default function InsightsScreen() {
     () => buildWardrobeInsights({ items, outfitRecords }),
     [items, outfitRecords]
   );
+  const wardrobeSuggestions = useMemo(
+    () =>
+      buildWardrobeSuggestions({
+        items,
+        profilePreferences,
+        savedLooks: outfitRecords.map(() => ({})),
+      }),
+    [items, outfitRecords, profilePreferences],
+  );
 
   const openAuraWithPrompt = useCallback((prompt: string) => {
     router.push({
@@ -157,14 +195,26 @@ export default function InsightsScreen() {
   );
 
   return (
-    <AuraInsightsDashboard
-      insights={insights}
-      loading={loadingItems}
-      period={period}
-      onPeriodChange={setPeriod}
-      onBack={() => safeGoBack("/")}
-      onStyleItem={handleStyleItem}
-      onAskAuraWhatToBuy={handleAskAuraWhatToBuy}
-    />
+    <>
+      <AuraInsightsDashboard
+        insights={insights}
+        loading={loadingItems}
+        period={period}
+        userId={uid}
+        wardrobeSuggestions={wardrobeSuggestions}
+        onPeriodChange={setPeriod}
+        onBack={() => safeGoBack("/")}
+        onStyleItem={handleStyleItem}
+        onAskAuraWhatToBuy={handleAskAuraWhatToBuy}
+        onFindSuggestionOptions={setActiveShopSuggestion}
+      />
+      <ShopOptionsSheet
+        visible={Boolean(activeShopSuggestion)}
+        suggestion={activeShopSuggestion}
+        userId={uid}
+        sourceScreen="insights"
+        onDismiss={() => setActiveShopSuggestion(null)}
+      />
+    </>
   );
 }
diff --git a/constants/theme.ts b/constants/theme.ts
index 6462292..7e015bd 100644
--- a/constants/theme.ts
+++ b/constants/theme.ts
@@ -1,21 +1,21 @@
 import { Platform } from "react-native";
 
 export const auraColors = {
-  backgroundDeep: "#09000B",
-  backgroundDark: "#190019",
-  surface: "rgba(43,18,76,0.46)",
-  surfaceElevated: "rgba(82,43,91,0.28)",
-  surfaceBase: "rgba(43,18,76,0.46)",
-  surfaceRaised: "rgba(43,18,76,0.55)",
-  surfaceInteractive: "rgba(82,43,91,0.28)",
+  backgroundDeep: "#080709",
+  backgroundDark: "#111014",
+  surface: "rgba(24,22,30,0.72)",
+  surfaceElevated: "rgba(34,31,40,0.82)",
+  surfaceBase: "rgba(24,22,30,0.72)",
+  surfaceRaised: "rgba(34,31,40,0.86)",
+  surfaceInteractive: "rgba(42,36,50,0.66)",
   accentMauve: "#854F6C",
   accentRose: "#DFB6B2",
   boardLight: "#F7F1EA",
   textPrimary: "#FBE4D8",
-  textSecondary: "rgba(251,228,216,0.68)",
-  textMuted: "rgba(251,228,216,0.48)",
-  textOnLight: "#190019",
-  textOnLightSecondary: "rgba(25,0,25,0.68)",
+  textSecondary: "rgba(251,228,216,0.82)",
+  textMuted: "rgba(251,228,216,0.64)",
+  textOnLight: "#111014",
+  textOnLightSecondary: "rgba(17,16,20,0.68)",
   borderDark: "rgba(251,228,216,0.10)",
   borderWarm: "rgba(223,182,178,0.18)",
 } as const;
@@ -30,60 +30,88 @@ const auraSpacing = {
   lg: 20,
   xl: 24,
   xxl: 32,
-  xxxl: 32,
+  xxxl: 40,
 } as const;
 
 const auraTypography = {
   screenTitle: {
     fontSize: 28,
-    lineHeight: 34,
-    fontWeight: "900" as const,
+    lineHeight: 35,
+    fontWeight: "700" as const,
+    letterSpacing: -0.35,
   },
   sectionTitle: {
     fontSize: 20,
-    lineHeight: 25,
-    fontWeight: "900" as const,
+    lineHeight: 26,
+    fontWeight: "600" as const,
+    letterSpacing: -0.2,
+  },
+  section: {
+    fontSize: 17,
+    lineHeight: 23,
+    fontWeight: "600" as const,
+    letterSpacing: -0.15,
   },
   cardTitle: {
     fontSize: 18,
-    lineHeight: 23,
-    fontWeight: "900" as const,
+    lineHeight: 24,
+    fontWeight: "600" as const,
+    letterSpacing: -0.15,
+  },
+  heading: {
+    fontSize: 24,
+    lineHeight: 31,
+    fontWeight: "600" as const,
+    letterSpacing: -0.3,
   },
   caption: {
     fontSize: 12,
     lineHeight: 17,
-    fontWeight: "700" as const,
+    fontWeight: "500" as const,
+  },
+  metadata: {
+    fontSize: 11,
+    lineHeight: 15,
+    fontWeight: "500" as const,
+    letterSpacing: 1.4,
   },
   bodySecondary: {
     fontSize: 14,
     lineHeight: 20,
     fontWeight: "500" as const,
   },
+  bodyStrong: {
+    fontSize: 15,
+    lineHeight: 22,
+    fontWeight: "600" as const,
+  },
   chipLabel: {
     fontSize: 12.5,
     lineHeight: 16,
-    fontWeight: "800" as const,
+    fontWeight: "500" as const,
   },
   buttonLabel: {
     fontSize: 15,
     lineHeight: 20,
-    fontWeight: "900" as const,
+    fontWeight: "600" as const,
+    letterSpacing: 0.1,
   },
   button: {
     fontSize: 15,
     lineHeight: 20,
-    fontWeight: "900" as const,
+    fontWeight: "600" as const,
+    letterSpacing: 0.1,
   },
   eyebrow: {
     fontSize: 12,
     lineHeight: 16,
     letterSpacing: 2.4,
-    fontWeight: "700" as const,
+    fontWeight: "600" as const,
   },
   body: {
     fontSize: 15,
-    lineHeight: 22,
-    fontWeight: "500" as const,
+    lineHeight: 23,
+    fontWeight: "400" as const,
   },
   subtitle: {
     fontSize: 17,
@@ -92,13 +120,15 @@ const auraTypography = {
   },
   title: {
     fontSize: 34,
-    lineHeight: 40,
+    lineHeight: 41,
     fontWeight: "700" as const,
+    letterSpacing: -0.45,
   },
   hero: {
     fontSize: 46,
-    lineHeight: 52,
+    lineHeight: 53,
     fontWeight: "700" as const,
+    letterSpacing: -0.55,
   },
   wordmark: {
     fontSize: 28,
@@ -114,19 +144,22 @@ const auraTokens = {
     surfaceBase: auraColors.surfaceBase,
     surfaceRaised: auraColors.surfaceRaised,
     surfaceInteractive: auraColors.surfaceInteractive,
-    surfaceSoft: "rgba(82,43,91,0.22)",
+    surfaceSoft: "rgba(42,36,50,0.54)",
+    surfaceMuted: "rgba(34,31,40,0.64)",
     surfaceElevated: auraColors.surfaceElevated,
-    glass: auraColors.surfaceBase,
-    surfaceGlass: auraColors.surfaceBase,
+    glass: "rgba(16,15,20,0.68)",
+    surfaceGlass: "rgba(18,17,22,0.70)",
     surface1: auraColors.surfaceBase,
-    surface2: "rgba(82,43,91,0.24)",
-    surface3: "rgba(82,43,91,0.32)",
+    surface2: "rgba(34,31,40,0.70)",
+    surface3: "rgba(42,36,50,0.76)",
     surfaceWarm: auraColors.surface,
     warmGlow: "rgba(223,182,178,0.04)",
     textPrimary: auraColors.textPrimary,
     textSecondary: auraColors.textSecondary,
     textMuted: auraColors.textMuted,
     primary: auraColors.accentRose,
+    accent: auraColors.accentRose,
+    accentSoft: "rgba(223,182,178,0.12)",
     primaryText: auraColors.textOnLight,
     primaryPurple: auraColors.accentMauve,
     softPurple: auraColors.accentRose,
@@ -137,12 +170,16 @@ const auraTokens = {
     borderStrong: "rgba(251,228,216,0.14)",
     purpleBorder: "rgba(223,182,178,0.22)",
     purpleGlow: "rgba(223,182,178,0.05)",
-    purpleSurface: "rgba(223,182,178,0.12)",
-    purpleSurfaceStrong: "rgba(223,182,178,0.18)",
-    chipBackground: "rgba(43,18,76,0.44)",
-    inputBackground: "rgba(43,18,76,0.50)",
-    dockBackground: "rgba(9,0,11,0.82)",
+    purpleSurface: "rgba(223,182,178,0.10)",
+    purpleSurfaceStrong: "rgba(223,182,178,0.15)",
+    chipBackground: "rgba(34,31,40,0.70)",
+    inputBackground: "rgba(18,17,22,0.78)",
+    dockBackground: "rgba(8,7,9,0.84)",
+    dockScrimTop: "rgba(9,0,11,0)",
+    dockScrimMid: "rgba(9,0,11,0.03)",
+    dockScrimBottom: "rgba(9,0,11,0.08)",
     danger: "#FF4D4F",
+    destructive: "#FF4D4F",
     dangerSurface: "rgba(255,77,79,0.12)",
     dangerBorder: "rgba(255,77,79,0.28)",
     success: "#22C55E",
@@ -154,24 +191,49 @@ const auraTokens = {
     iridescentStart: auraColors.accentMauve,
     iridescentMid: auraColors.accentRose,
     iridescentEnd: auraColors.boardLight,
-    borderSoft: "rgba(251,228,216,0.08)",
+    borderSoft: "rgba(251,228,216,0.07)",
   },
   gradients: {
     aura: [auraColors.accentMauve, auraColors.accentRose, auraColors.boardLight, auraColors.accentRose] as const,
-    background: ["#120014", auraColors.backgroundDeep, auraColors.backgroundDark] as const,
+    background: ["#111014", auraColors.backgroundDeep, auraColors.backgroundDark] as const,
   },
   shadows: {
     auraGlow: "rgba(223,182,178,0.14)",
+    subtle: {
+      shadowColor: "#000",
+      shadowOpacity: 0.1,
+      shadowRadius: 14,
+      shadowOffset: { width: 0, height: 8 },
+      elevation: 2,
+    },
+    elevated: {
+      shadowColor: "#000",
+      shadowOpacity: 0.16,
+      shadowRadius: 24,
+      shadowOffset: { width: 0, height: 16 },
+      elevation: 6,
+    },
   },
   radii: {
+    sm: 12,
+    md: 18,
+    lg: 24,
     small: 12,
     medium: 18,
     large: 24,
     xl: 28,
+    xxl: 32,
     card: 28,
+    full: 999,
     pill: 999,
     button: 999,
   },
+  motion: {
+    fast: 120,
+    normal: 180,
+    slow: 280,
+    pressScale: 0.97,
+  },
   spacing: auraSpacing,
   typography: auraTypography,
 } as const;
@@ -186,6 +248,7 @@ function buildPalette() {
     surfaceRaised: auraTokens.colors.surfaceRaised,
     surfaceInteractive: auraTokens.colors.surfaceInteractive,
     surfaceSoft: auraTokens.colors.surfaceSoft,
+    surfaceMuted: auraTokens.colors.surfaceMuted,
     surfaceElevated: auraTokens.colors.surfaceElevated,
     glass: auraTokens.colors.glass,
     surfaceGlass: auraTokens.colors.surfaceGlass,
@@ -216,10 +279,10 @@ function buildPalette() {
     purpleSurface: auraTokens.colors.purpleSurface,
     purpleSurfaceStrong: auraTokens.colors.purpleSurfaceStrong,
     tint: tintColor,
-    accent: auraTokens.colors.ctaCream,
+    accent: auraTokens.colors.accent,
     accentMauve: auraColors.accentMauve,
     accentRose: auraColors.accentRose,
-    accentSoft: auraTokens.colors.purpleSurface,
+    accentSoft: auraTokens.colors.accentSoft,
     primaryPurple: auraTokens.colors.primaryPurple,
     softPurple: auraTokens.colors.softPurple,
     lightPurple: auraTokens.colors.lightPurple,
@@ -227,7 +290,7 @@ function buildPalette() {
     ctaText: auraColors.textOnLight,
     primaryCta: auraColors.accentRose,
     primaryCtaText: auraColors.textOnLight,
-    secondaryCta: "rgba(43,18,76,0.52)",
+    secondaryCta: "rgba(34,31,40,0.72)",
     secondaryCtaText: auraColors.textPrimary,
     outfitBoardBackground: auraTokens.colors.outfitBoardBackground,
     boardLight: auraColors.boardLight,
@@ -241,6 +304,7 @@ function buildPalette() {
     success: auraTokens.colors.success,
     warning: auraTokens.colors.warning,
     danger: auraTokens.colors.danger,
+    destructive: auraTokens.colors.destructive,
     dangerSurface: auraTokens.colors.dangerSurface,
     dangerBorder: auraTokens.colors.dangerBorder,
     muted: auraTokens.colors.surfaceElevated,
@@ -255,10 +319,13 @@ function buildPalette() {
     scrimMid: "rgba(9,0,11,0.30)",
     scrimBottom: "rgba(9,0,11,0.70)",
     dockBackground: auraTokens.colors.dockBackground,
-    dockIcon: "rgba(251,228,216,0.58)",
+    dockScrimTop: auraTokens.colors.dockScrimTop,
+    dockScrimMid: auraTokens.colors.dockScrimMid,
+    dockScrimBottom: auraTokens.colors.dockScrimBottom,
+    dockIcon: "rgba(251,228,216,0.72)",
     aiAccent: auraColors.accentRose,
     icon: auraTokens.colors.textSecondary,
-    tabIconDefault: "rgba(251,228,216,0.58)",
+    tabIconDefault: "rgba(251,228,216,0.72)",
     tabIconSelected: auraColors.textPrimary,
   };
 }
@@ -278,15 +345,21 @@ export type AppThemeTokens = typeof ThemeTokens.dark;
 
 export const Fonts = Platform.select({
   ios: {
-    sans: "system-ui",
-    serif: "ui-serif",
-    rounded: "ui-rounded",
-    mono: "ui-monospace",
+    sans: undefined,
+    serif: undefined,
+    rounded: undefined,
+    mono: "Menlo",
+  },
+  android: {
+    sans: "sans-serif",
+    serif: "serif",
+    rounded: "sans-serif",
+    mono: "monospace",
   },
   default: {
-    sans: "normal",
+    sans: "sans-serif",
     serif: "serif",
-    rounded: "normal",
+    rounded: "sans-serif",
     mono: "monospace",
   },
   web: {
diff --git a/src/addItem/AddItemWizard.tsx b/src/addItem/AddItemWizard.tsx
index b9d39b6..8911f95 100644
--- a/src/addItem/AddItemWizard.tsx
+++ b/src/addItem/AddItemWizard.tsx
@@ -243,7 +243,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
           </Modal>
 
           <Modal
-            visible={state.showAttributeSheet != null}
+            visible={state.showAttributeSheet === "material" || state.showAttributeSheet === "pattern"}
             transparent
             animationType="slide"
             onRequestClose={() => actions.setShowAttributeSheet(null)}
@@ -270,9 +270,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                 <Text style={[auraTypography.cardTitle, { color: colors.text }]}>
                   {state.showAttributeSheet === "material"
                     ? "Material"
-                    : state.showAttributeSheet === "pattern"
-                      ? "Pattern"
-                      : "Care"}
+                    : "Pattern"}
                 </Text>
                 {state.showAttributeSheet === "material"
                   ? derived.MATERIAL_OPTIONS.map((option: string) => (
@@ -300,11 +298,7 @@ export const AddItemWizard = React.memo(function AddItemWizard({
                           }}
                         />
                       ))
-                    : (
-                        <Text style={{ color: colors.textSecondary }}>
-                          Care tags are coming soon.
-                        </Text>
-                      )}
+                    : null}
               </View>
             </View>
           </Modal>
diff --git a/src/addItem/components/AddItemPhotoPanel.tsx b/src/addItem/components/AddItemPhotoPanel.tsx
index 5444efa..73b45fc 100644
--- a/src/addItem/components/AddItemPhotoPanel.tsx
+++ b/src/addItem/components/AddItemPhotoPanel.tsx
@@ -1,5 +1,5 @@
 import React from "react";
-import { Alert, Pressable, Text, View } from "react-native";
+import { Pressable, Text, View } from "react-native";
 
 import { PhotoEditorSection } from "../../components/PhotoEditorSection";
 import { SectionCard } from "../ui/SectionCard";
@@ -126,8 +126,6 @@ export const AddItemPhotoPanel = React.memo(function AddItemPhotoPanel({
             onDebugEdgeTightenChange={actions.handleDebugRefineEdgeTightenChange}
             onReplace={() => void actions.pickPhoto("library")}
             onRefineOpen={() => {}}
-            onAdjust={() => {}}
-            onRotate={() => Alert.alert("Coming soon", "Rotate is coming soon.")}
             frameless
           />
         </View>
diff --git a/src/addItem/sections/AdvancedSections.tsx b/src/addItem/sections/AdvancedSections.tsx
index 6569ace..e125efb 100644
--- a/src/addItem/sections/AdvancedSections.tsx
+++ b/src/addItem/sections/AdvancedSections.tsx
@@ -57,11 +57,6 @@ export const FabricContentRow = React.memo(function FabricContentRow({ controlle
       <View style={{ gap: 12 }}>
         <PickerRow label="Material" value={derived.displayedMaterial} onPress={() => actions.setShowAttributeSheet("material")} />
         <PickerRow label="Pattern" value={derived.displayedPattern} onPress={() => actions.setShowAttributeSheet("pattern")} />
-        <PickerRow
-          label="Care"
-          value={state.careTags.length ? state.careTags.join(", ") : "Coming soon"}
-          onPress={() => actions.setShowAttributeSheet("care")}
-        />
       </View>
     </SectionCard>
   );
diff --git a/src/auth/userProfile.ts b/src/auth/userProfile.ts
index b44de34..a0428c3 100644
--- a/src/auth/userProfile.ts
+++ b/src/auth/userProfile.ts
@@ -17,9 +17,13 @@ export async function saveNewUserProfile(
   const firstName = firstNameFromDisplayName(normalizedDisplayName) ?? email?.split("@")[0]?.trim() ?? null;
 
   await Promise.all([
-    saveUserAccountProfile(uid, { name: normalizedDisplayName }),
+    saveUserAccountProfile(uid, {
+      name: normalizedDisplayName,
+      displayName: normalizedDisplayName,
+    }),
     saveUserProfilePreferences(uid, {
       ...EMPTY_USER_PROFILE_PREFERENCES,
+      displayName: normalizedDisplayName,
       firstName,
       onboardingCompleted: false,
     }),
diff --git a/src/components/AiAccent.ts b/src/components/AiAccent.ts
index fcb3eca..fcbd88b 100644
--- a/src/components/AiAccent.ts
+++ b/src/components/AiAccent.ts
@@ -7,4 +7,4 @@ export const AI_ACCENT = {
   border: "#dbeafe",
 };
 
-export const AI_LABEL = "Wardrobe AI";
+export const AI_LABEL = "AURA";
diff --git a/src/components/DailyOutfitCard.tsx b/src/components/DailyOutfitCard.tsx
index 96a98c1..6727540 100644
--- a/src/components/DailyOutfitCard.tsx
+++ b/src/components/DailyOutfitCard.tsx
@@ -98,11 +98,9 @@ export default function DailyOutfitCard({
   thinking,
   onSelectLook,
   onUseOutfit,
-  onWhy,
   onMarkWorn,
   onClearPlan,
   onCopyPlan,
-  onSwapSlot,
 }: Props) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
@@ -153,7 +151,7 @@ export default function DailyOutfitCard({
         </View>
       ) : null}
 
-      {thinking ? <Text style={[homeTypography.caption, styles.thinking, { color: colors.textSecondary }]}>✨ Thinking…</Text> : null}
+      {thinking ? <Text style={[homeTypography.caption, styles.thinking, { color: colors.textSecondary }]}>Thinking...</Text> : null}
       <View style={{ height: 10 }} />
       <FlatLayCanvas items={gridItems} />
 
@@ -161,7 +159,7 @@ export default function DailyOutfitCard({
         <View style={styles.scoreWrap}>
           <Text style={[homeTypography.bodySmall, styles.score, { color: colors.text }]}>Outfit score: {activeLook.score}%</Text>
           {(activeLook.reasons ?? []).slice(0, 2).map((reason) => (
-            <Text key={reason} style={[homeTypography.caption, styles.reason, { color: colors.textSecondary }]}>• {reason}</Text>
+            <Text key={reason} style={[homeTypography.caption, styles.reason, { color: colors.textSecondary }]}>{reason}</Text>
           ))}
         </View>
       ) : null}
@@ -170,19 +168,9 @@ export default function DailyOutfitCard({
         {hasWorn ? (
           <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Outfit already marked worn.</Text>
         ) : hasPlanned ? (
-          <>
-            <PrimaryActionButton label="Mark Worn" colors={colors} onPress={onMarkWorn} />
-            <Pressable style={[styles.secondaryBtn, auraButtonStyle(colors, "secondary", false, "compact")]} onPress={() => Alert.alert("Edit", "Tap a slot to swap an item.") }>
-              <Text style={[homeTypography.caption, auraButtonTextStyle(colors, "secondary"), { fontSize: 13 }]}>Edit/Swap</Text>
-            </Pressable>
-          </>
+          <PrimaryActionButton label="Mark Worn" colors={colors} onPress={onMarkWorn} />
         ) : (
-          <>
-            <PrimaryActionButton label="Use this outfit" colors={colors} onPress={onUseOutfit} />
-            <Pressable style={[styles.secondaryBtn, auraButtonStyle(colors, "secondary", false, "compact")]} onPress={onWhy}>
-              <Text style={[homeTypography.caption, auraButtonTextStyle(colors, "secondary"), { fontSize: 13 }]}>Why?</Text>
-            </Pressable>
-          </>
+          <PrimaryActionButton label="Use this outfit" colors={colors} onPress={onUseOutfit} />
         )}
       </View>
 
diff --git a/src/components/FloatingGlassTabBar.tsx b/src/components/FloatingGlassTabBar.tsx
index d6a7754..51fcccc 100644
--- a/src/components/FloatingGlassTabBar.tsx
+++ b/src/components/FloatingGlassTabBar.tsx
@@ -38,8 +38,6 @@ const ACTIVE_BUBBLE_WIDTH = 64;
 const ACTIVE_BUBBLE_HEIGHT = 52;
 const TAB_PRESS_THROTTLE_MS = 260;
 const AURA_TAB_MARK = require("../../assets/images/aura-tab-mark.png");
-const DOCK_GLASS_FILL = "rgba(9,0,11,0.48)";
-const DOCK_GLASS_BORDER = "rgba(251,228,216,0.08)";
 
 type ExpoRouterTabOptions = {
   href?: string | null;
@@ -104,17 +102,17 @@ export default function FloatingGlassTabBar({
   const scrimColors = useMemo(
     () =>
       [
-        "rgba(9,0,11,0)",
-        "rgba(9,0,11,0.03)",
-        "rgba(9,0,11,0.08)",
+        colors.dockScrimTop,
+        colors.dockScrimMid,
+        colors.dockScrimBottom,
       ] as const,
-    [],
+    [colors.dockScrimBottom, colors.dockScrimMid, colors.dockScrimTop],
   );
   const materialFillStyle = useMemo(
     () => ({
-      backgroundColor: DOCK_GLASS_FILL,
+      backgroundColor: colors.glass,
     }),
-    [],
+    [colors.glass],
   );
 
   useEffect(() => {
@@ -222,7 +220,7 @@ export default function FloatingGlassTabBar({
         style={[styles.scrim, { bottom: dockBottom }]}
       />
 
-      <View style={[styles.container, { bottom: dockBottom }]}>
+      <View style={[styles.container, { bottom: dockBottom, backgroundColor: colors.dockBackground }]}>
         <BlurView
           intensity={42}
           tint="dark"
@@ -242,7 +240,7 @@ export default function FloatingGlassTabBar({
           style={[
             styles.glassBorder,
             {
-              borderColor: DOCK_GLASS_BORDER,
+              borderColor: colors.borderSoft,
             },
           ]}
         />
@@ -258,6 +256,8 @@ export default function FloatingGlassTabBar({
               activeBubbleStyle,
               {
                 opacity: visibleRoutes.length ? 1 : 0,
+                backgroundColor: colors.surfaceMuted,
+                borderColor: colors.borderStrong,
               },
             ]}
           />
@@ -338,6 +338,7 @@ const TabBarItem = React.memo(function TabBarItem({
   return (
     <Pressable
       accessibilityRole="button"
+      accessibilityLabel={label}
       accessibilityState={isFocused ? { selected: true } : {}}
       onPress={onPress}
       onPressIn={() => {
@@ -365,7 +366,7 @@ const TabBarItem = React.memo(function TabBarItem({
           {
             color,
             opacity: 1,
-            fontWeight: isFocused ? "600" : "500",
+            fontWeight: isFocused ? "500" : "400",
           },
         ]}
         numberOfLines={1}
@@ -459,8 +460,8 @@ const styles = StyleSheet.create({
     zIndex: 1,
   },
   label: {
-    fontSize: 10.3,
-    letterSpacing: 0,
+    fontSize: 11,
+    letterSpacing: 0.1,
     zIndex: 1,
   },
   auraMarkWrap: {
diff --git a/src/components/ai/AuraChatDrawer.tsx b/src/components/ai/AuraChatDrawer.tsx
index 8d6fb7c..29babd0 100644
--- a/src/components/ai/AuraChatDrawer.tsx
+++ b/src/components/ai/AuraChatDrawer.tsx
@@ -39,7 +39,7 @@ type MenuAnchor = {
 
 type DrawerActionHandlers = {
   onShareChat: (thread: AIChatThread) => Promise<void> | void;
-  onAddToProject: (thread: AIChatThread) => Promise<void> | void;
+  onAddToProject?: (thread: AIChatThread) => Promise<void> | void;
   onTogglePin: (thread: AIChatThread) => Promise<void> | void;
   onRenameChat: (thread: AIChatThread, title: string) => Promise<void> | void;
   onArchiveChat: (thread: AIChatThread) => Promise<void> | void;
@@ -428,14 +428,16 @@ export default function AuraChatDrawer({
                 busy={busyAction === "share"}
                 onPress={() => void runMenuAction("share", () => onShareChat(menuThread))}
               />
-              <MenuActionRow
-                icon="folder-open-outline"
-                label="Add to project"
-                suffix=">"
-                colors={colors}
-                busy={busyAction === "project"}
-                onPress={() => void runMenuAction("project", () => onAddToProject(menuThread))}
-              />
+              {onAddToProject ? (
+                <MenuActionRow
+                  icon="folder-open-outline"
+                  label="Add to project"
+                  suffix=">"
+                  colors={colors}
+                  busy={busyAction === "project"}
+                  onPress={() => void runMenuAction("project", () => onAddToProject(menuThread))}
+                />
+              ) : null}
               <MenuActionRow
                 icon={menuThread.pinned ? "pin-outline" : "pin"}
                 label={menuThread.pinned ? "Unpin" : "Pin"}
@@ -721,7 +723,7 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
     fontSize: 27,
     lineHeight: 30,
-    fontWeight: "700",
+    fontWeight: "600",
     letterSpacing: 0,
   },
   searchShell: {
@@ -757,7 +759,7 @@ const styles = StyleSheet.create({
     color: auraTheme.textFaint,
     fontFamily: Fonts.sans,
     fontSize: 11,
-    fontWeight: "700",
+    fontWeight: "600",
     letterSpacing: 0.8,
     textTransform: "uppercase",
   },
@@ -850,7 +852,7 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
     fontSize: 15,
     lineHeight: 19,
-    fontWeight: "700",
+    fontWeight: "600",
   },
   menuSubtitle: {
     fontFamily: Fonts.sans,
@@ -880,7 +882,7 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
     fontSize: 14,
     lineHeight: 18,
-    fontWeight: "700",
+    fontWeight: "600",
   },
   renameRoot: {
     flex: 1,
@@ -902,7 +904,7 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
     fontSize: 17,
     lineHeight: 22,
-    fontWeight: "700",
+    fontWeight: "600",
   },
   renameInput: {
     borderWidth: 1,
@@ -930,6 +932,6 @@ const styles = StyleSheet.create({
     fontFamily: Fonts.sans,
     fontSize: 13.5,
     lineHeight: 18,
-    fontWeight: "700",
+    fontWeight: "600",
   },
 });
diff --git a/src/components/ai/AuraHeader.tsx b/src/components/ai/AuraHeader.tsx
index 4ff65d5..7164bd9 100644
--- a/src/components/ai/AuraHeader.tsx
+++ b/src/components/ai/AuraHeader.tsx
@@ -1,9 +1,9 @@
 import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Text, View } from "react-native";
+import { View } from "react-native";
 
-import { Fonts, type AppColors } from "@/constants/theme";
-import AuraPressable from "@/src/components/aura/AuraPressable";
+import type { AppColors } from "@/constants/theme";
+import { AuraIconButton, AuraText } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 import { auraTheme } from "./aiTheme";
@@ -63,25 +63,25 @@ export default function AuraHeader({
           >
             <View
               style={{
-                width: 6,
-                height: 6,
+                width: 5,
+                height: 5,
                 borderRadius: 999,
                 backgroundColor: streaming ? auraTheme.accentStrong : colors.textSecondary,
-                opacity: streaming ? 1 : 0.72,
+                opacity: streaming ? 1 : 0.62,
               }}
             />
-            <Text
+            <AuraText
+              variant="metadata"
               style={{
                 color: streaming ? auraTheme.accentStrong : colors.text,
                 fontSize: 12 * layout.titleScale,
                 lineHeight: 14 * layout.titleScale,
-                fontWeight: "600",
+                fontWeight: "500",
                 letterSpacing: 2.1,
-                fontFamily: Fonts.sans,
               }}
             >
               AURA
-            </Text>
+            </AuraText>
           </View>
         </View>
         <HeaderAction colors={colors} icon="create-outline" label="New chat" onPress={onReset} />
@@ -102,35 +102,24 @@ function HeaderAction({
   onPress: () => void;
 }) {
   return (
-    <AuraPressable
+    <AuraIconButton
+      icon={icon}
+      label={label}
       onPress={onPress}
+      variant="tertiary"
+      size="small"
       haptic="selection"
       hapticTrigger="press"
       pressedScale={0.96}
       pressedOpacity={0.88}
-      style={({ pressed }) => ({
-        flexDirection: "row",
-        alignItems: "center",
-        gap: 6,
-        borderRadius: 999,
-        paddingHorizontal: 8,
-        paddingVertical: 5,
-        backgroundColor: pressed ? colors.surfaceSoft : colors.surfaceGlass,
+      accessibilityLabel={label}
+      style={{
+        width: 32,
+        height: 32,
+        backgroundColor: colors.surfaceGlass,
         borderWidth: 1,
-        borderColor: colors.border,
-      })}
-    >
-      <Ionicons name={icon} size={13} color={colors.textSecondary} />
-      <Text
-        style={{
-          color: colors.textSecondary,
-          fontSize: 10.5,
-          fontWeight: "600",
-          fontFamily: Fonts.sans,
-        }}
-      >
-        {label}
-      </Text>
-    </AuraPressable>
+        borderColor: colors.borderSoft,
+      }}
+    />
   );
 }
diff --git a/src/components/ai/AuraQuickChips.tsx b/src/components/ai/AuraQuickChips.tsx
index 354cfa2..05ecfaa 100644
--- a/src/components/ai/AuraQuickChips.tsx
+++ b/src/components/ai/AuraQuickChips.tsx
@@ -1,12 +1,11 @@
-import { BlurView } from "expo-blur";
 import React from "react";
-import { Animated, ScrollView, StyleSheet, Text, View } from "react-native";
+import { Animated, ScrollView, StyleSheet, View } from "react-native";
 
-import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { AuraText, auraDesignTokens } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 
-const TOP_CHIP_HEIGHT = 36;
+const TOP_CHIP_HEIGHT = 34;
 const TOP_CHIP_RADIUS = 999;
 const TOP_CHIP_GAP = 7;
 const TOP_CHIP_HORIZONTAL_PADDING = 12;
@@ -91,29 +90,29 @@ function ChipCard({
         style={{
           width: 164,
           minHeight: 46,
-          borderRadius: 15,
-          backgroundColor: colors.chipBackground,
+          borderRadius: auraDesignTokens.radii.sm,
+          backgroundColor: colors.surfaceMuted,
           borderWidth: 1,
-          borderColor: colors.border,
+          borderColor: colors.borderSoft,
           paddingHorizontal: 10,
           paddingVertical: 7,
           justifyContent: "center",
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 12, fontWeight: "700", fontFamily: Fonts.sans }}>
+        <AuraText variant="caption" style={{ fontSize: 12, fontWeight: "600" }}>
           {item.title}
-        </Text>
-        <Text
+        </AuraText>
+        <AuraText
+          variant="metadata"
+          tone="secondary"
           style={{
-            color: colors.textSecondary,
             fontSize: 10.5,
             lineHeight: 13,
             marginTop: 1,
-            fontFamily: Fonts.sans,
           }}
         >
           {item.subtitle}
-        </Text>
+        </AuraText>
       </AuraPressable>
     </Animated.View>
   );
@@ -168,19 +167,19 @@ function Chip({
           paddingHorizontal: TOP_CHIP_HORIZONTAL_PADDING,
           paddingVertical: 0,
           borderRadius: TOP_CHIP_RADIUS,
-          backgroundColor: isTrainingChip ? "rgba(72,36,76,0.44)" : "rgba(31,9,48,0.34)",
+          backgroundColor: isTrainingChip ? colors.surfaceElevated : colors.surfaceMuted,
           borderWidth: StyleSheet.hairlineWidth,
-          borderColor: isTrainingChip ? "rgba(251,228,216,0.18)" : "rgba(251,228,216,0.09)",
+          borderColor: isTrainingChip ? colors.borderStrong : colors.borderSoft,
           overflow: "hidden",
         }}
       >
-        <BlurView intensity={16} tint="dark" style={StyleSheet.absoluteFill} />
         <View
           pointerEvents="none"
           style={[
             StyleSheet.absoluteFill,
             {
-              backgroundColor: isTrainingChip ? "rgba(223,182,178,0.035)" : "rgba(251,228,216,0.012)",
+              backgroundColor: isTrainingChip ? colors.accentSoft : colors.surfaceMuted,
+              opacity: isTrainingChip ? 0.24 : 0.12,
             },
           ]}
         />
@@ -199,19 +198,19 @@ function Chip({
               }}
             />
           ) : null}
-          <Text
+          <AuraText
             numberOfLines={1}
             ellipsizeMode="tail"
+            variant="metadata"
+            tone={isTrainingChip ? "accent" : "secondary"}
             style={{
-              color: isTrainingChip ? colors.ctaCream : "rgba(251,228,216,0.72)",
               fontSize: 11.5,
               lineHeight: 16,
-              fontWeight: "800",
-              fontFamily: Fonts.sans,
+              fontWeight: "500",
             }}
           >
             {label}
-          </Text>
+          </AuraText>
         </View>
       </AuraPressable>
     </Animated.View>
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index dc8057c..37ba53f 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -6,6 +6,9 @@ import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import AppImage from "@/src/components/common/AppImage";
+import ShopOptionsSheet from "@/src/components/shop/ShopOptionsSheet";
+import WardrobeSuggestionCard from "@/src/components/suggestions/WardrobeSuggestionCard";
+import { AuraButton, AuraText } from "@/src/components/ui/auraStylePrimitives";
 import {
   ACTION_GAP,
   CHIP_BORDER_WIDTH,
@@ -16,11 +19,12 @@ import {
   PILL_RADIUS,
 } from "@/src/constants/auraControls";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useAuth } from "@/src/hooks/useAuth";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatMoney } from "@/src/lib/currency";
-import { runHaptic } from "@/src/lib/haptics";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
 import type { AuraCandidateAction, AuraCandidateItem, AuraLaundryConfirmationAction, AuraLook, AuraLookOptionMeta, AuraOutfitPhotoAction, AuraResponse } from "@/src/types/aura";
 
 import { auraShadow, auraTheme } from "./aiTheme";
@@ -28,8 +32,6 @@ import { auraShadow, auraTheme } from "./aiTheme";
 const DEBUG_AURA_CLIENT =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const AnimatedFlatList = Animated.createAnimatedComponent(FlatList<AuraLook>);
-const FEEDBACK_BUTTON_HEIGHT = 30;
-const FEEDBACK_BUTTON_PADDING = 9;
 const SMART_BUY_CHIP_HEIGHT = 28;
 const CARD_SECTION_RADIUS = 18;
 
@@ -58,6 +60,7 @@ function AuraReplyCard({
   onLaundryAction,
 }: AuraReplyCardProps) {
   const { colors } = useAppTheme();
+  const { user } = useAuth();
   const layout = useResponsiveLayout();
   const { width: windowWidth } = useWindowDimensions();
   const ownedPieces = React.useMemo(() => data.ownedPieces?.filter(Boolean) ?? [], [data.ownedPieces]);
@@ -75,10 +78,14 @@ function AuraReplyCard({
   );
   const candidateItems = React.useMemo(() => data.candidateItems ?? data.candidates ?? [], [data.candidateItems, data.candidates]);
   const lookOptions = React.useMemo(() => data.lookOptions?.filter(Boolean) ?? [], [data.lookOptions]);
+  const wardrobeSuggestions = React.useMemo(
+    () => data.wardrobeSuggestions?.filter(Boolean) ?? [],
+    [data.wardrobeSuggestions],
+  );
   const outfitAnalysis = data.outfitAnalysis ?? null;
   const laundryAction = data.laundryAction ?? null;
   const [selectedLookIndex, setSelectedLookIndex] = React.useState(0);
-  const [feedbackState, setFeedbackState] = React.useState<Record<string, "like" | "dislike" | null>>({});
+  const [activeShopSuggestion, setActiveShopSuggestion] = React.useState<WardrobeSuggestion | null>(null);
   const scrollX = React.useRef(new Animated.Value(0)).current;
 
   React.useEffect(() => {
@@ -131,7 +138,7 @@ function AuraReplyCard({
           gap: 10,
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 14, fontWeight: "900", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.text, fontSize: 14, fontWeight: "600", fontFamily: Fonts.sans }}>
           {sanitizeDisplayText(data.reply) || "Which item did you mean?"}
         </Text>
         {laundryAction.matches.map((match) => {
@@ -155,7 +162,7 @@ function AuraReplyCard({
                 gap: 3,
               }}
             >
-              <Text style={{ color: colors.text, fontSize: 13.5, fontWeight: "900", fontFamily: Fonts.sans }}>
+              <Text style={{ color: colors.text, fontSize: 13.5, fontWeight: "600", fontFamily: Fonts.sans }}>
                 {sanitizeDisplayText(item?.name) || sanitizeDisplayText(match.label) || "Wardrobe item"}
               </Text>
               <Text style={{ color: colors.textSecondary, fontSize: 12, fontFamily: Fonts.sans }} numberOfLines={1}>
@@ -184,9 +191,9 @@ function AuraReplyCard({
               borderColor: colors.borderWarm,
             })}
           >
-            <Text style={{ color: colors.ctaText, fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <AuraText variant="button" style={{ color: colors.ctaText, fontSize: 11.5, lineHeight: 15 }}>
               Add All
-            </Text>
+            </AuraText>
           </Pressable>
         ) : null}
 
@@ -214,13 +221,71 @@ function AuraReplyCard({
           width: "100%",
         }}
       >
-        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "600", fontFamily: Fonts.sans }}>
           Candidate preview expected but no candidate items were delivered.
         </Text>
       </View>
     );
   }
 
+  if (wardrobeSuggestions.length) {
+    return (
+      <View style={{ gap: 10, width: "100%" }}>
+        <View
+          style={{
+            paddingHorizontal: 2,
+            gap: 5,
+            width: "100%",
+          }}
+        >
+          <Text
+            style={{
+              color: colors.text,
+              fontSize: 15.5,
+              lineHeight: 20,
+              fontWeight: "600",
+              letterSpacing: 0,
+              fontFamily: Fonts.sans,
+            }}
+          >
+            {sanitizeDisplayText(data.title) || "What to add next"}
+          </Text>
+          {!!data.reason ? (
+            <Text
+              style={{
+                color: colors.textSecondary,
+                fontSize: 12.5,
+                lineHeight: 18,
+                fontWeight: "600",
+                fontFamily: Fonts.sans,
+              }}
+              numberOfLines={3}
+            >
+              {sanitizeDisplayText(data.reason)}
+            </Text>
+          ) : null}
+        </View>
+        {wardrobeSuggestions.slice(0, 3).map((suggestion) => (
+          <WardrobeSuggestionCard
+            key={suggestion.id}
+            suggestion={suggestion}
+            userId={user?.uid ?? null}
+            sourceScreen="aura_chat"
+            compact
+            onFindOptions={setActiveShopSuggestion}
+          />
+        ))}
+        <ShopOptionsSheet
+          visible={Boolean(activeShopSuggestion)}
+          suggestion={activeShopSuggestion}
+          userId={user?.uid ?? null}
+          sourceScreen="aura_chat"
+          onDismiss={() => setActiveShopSuggestion(null)}
+        />
+      </View>
+    );
+  }
+
   if (data.look || lookOptions.length) {
     const looks = lookOptions.length ? lookOptions : data.look ? [data.look] : [];
     const sidePeek = 10;
@@ -234,25 +299,6 @@ function AuraReplyCard({
     const selectedLook = looks[effectiveLookIndex] ?? looks[0];
     const selectedMeta = getLookOptionMeta(effectiveLookIndex, selectedLook);
     const horizontalInset = Math.max(0, (windowWidth - railWidth) / 2 - layout.horizontalPadding - sidePeek);
-    const feedbackKey = String(selectedMeta.optionId ?? `look-option-${selectedLookIndex + 1}`);
-    const selectedFeedback = feedbackState[feedbackKey] ?? null;
-
-    function handleFeedback(next: "like" | "dislike") {
-      setFeedbackState((prev) => ({
-        ...prev,
-        [feedbackKey]: prev[feedbackKey] === next ? null : next,
-      }));
-      if (next === "like") {
-        onAction?.("likeLook", selectedLook, selectedMeta);
-      } else {
-        onAction?.("notMyVibe", selectedLook, selectedMeta);
-      }
-    }
-
-    function handleTryAgain() {
-      onAction?.("showMoreLikeThis", selectedLook, selectedMeta);
-    }
-
     function handleLookScroll(event: NativeSyntheticEvent<NativeScrollEvent>) {
       if (!lookOptions.length) return;
       const nextIndex = Math.round(event.nativeEvent.contentOffset.x / railStride);
@@ -347,9 +393,9 @@ function AuraReplyCard({
                   colors={colors}
                   onAction={onAction}
                 />
-                <Text style={{ color: auraTheme.textMuted, fontSize: 11, fontFamily: Fonts.sans, marginLeft: 2, textAlign: "center" }}>
-                  Swipe to compare options. Actions apply to {selectedMeta.optionLabel?.toLowerCase() ?? "this look"}.
-                </Text>
+                <AuraText variant="metadata" tone="secondary" style={{ marginLeft: 2, textAlign: "center" }}>
+                  Swipe to compare options.
+                </AuraText>
               </>
             ) : null}
           </View>
@@ -373,16 +419,6 @@ function AuraReplyCard({
             />
           </View>
         )}
-        <LevelThisUpSection suggestions={levelUpSuggestions} colors={colors} />
-        {selectedLook ? (
-          <FeedbackRail
-            colors={colors}
-            selected={selectedFeedback}
-            onDislike={() => handleFeedback("dislike")}
-            onTryAgain={handleTryAgain}
-            onLike={() => handleFeedback("like")}
-          />
-        ) : null}
       </View>
     );
   }
@@ -407,7 +443,7 @@ function AuraReplyCard({
             color: colors.text,
             fontSize: 15.5,
             lineHeight: 20,
-            fontWeight: "800",
+            fontWeight: "600",
             letterSpacing: 0,
             fontFamily: Fonts.sans,
           }}
@@ -421,7 +457,7 @@ function AuraReplyCard({
       ) : null}
 
       {!!ownedPieces.length && !data.look ? (
-        <Group title="From your closet" tone="owned">
+        <Group title="From your closet" tone="owned" colors={colors}>
           {ownedPieces.slice(0, 5).map((item) => (
             <Tag key={`owned-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="owned" />
           ))}
@@ -429,7 +465,7 @@ function AuraReplyCard({
       ) : null}
 
       {!!recommendedAdditions.length && !data.look ? (
-        <Group title="Add to complete it" tone="suggested">
+        <Group title="Add to complete it" tone="suggested" colors={colors}>
           {recommendedAdditions.slice(0, 5).map((item) => (
             <Tag key={`add-${item}`} label={sanitizeDisplayText(item)} colors={colors} tone="suggested" />
           ))}
@@ -479,7 +515,7 @@ function buildLevelUpSuggestions(data: AuraResponse) {
         item,
       ])
     ).values()
-  ).slice(0, 3);
+  ).slice(0, 2);
 }
 
 function LevelThisUpSection({
@@ -503,29 +539,12 @@ function LevelThisUpSection({
       }}
     >
       <View style={{ gap: 2 }}>
-        <Text
-          style={{
-            color: colors.text,
-            fontSize: 13.25,
-            lineHeight: 17,
-            fontWeight: "800",
-            letterSpacing: 0,
-            fontFamily: Fonts.sans,
-          }}
-        >
+        <AuraText variant="bodyStrong" style={{ fontSize: 13.25, lineHeight: 17 }}>
           Smart buys
-        </Text>
-        <Text
-          style={{
-            color: auraTheme.textFaint,
-            fontSize: 11.25,
-            lineHeight: 15,
-            fontWeight: "600",
-            fontFamily: Fonts.sans,
-          }}
-        >
+        </AuraText>
+        <AuraText variant="metadata" tone="muted" style={{ fontSize: 11.25, lineHeight: 15 }}>
           Small additions that make this easier to finish.
-        </Text>
+        </AuraText>
       </View>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
         {suggestions.map((item) => (
@@ -536,24 +555,16 @@ function LevelThisUpSection({
               minHeight: SMART_BUY_CHIP_HEIGHT,
               paddingHorizontal: 9,
               paddingVertical: 0,
-              backgroundColor: colors.surfaceSoft,
+              backgroundColor: colors.surfaceMuted,
               borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: colors.border,
+              borderColor: colors.borderSoft,
               justifyContent: "center",
               maxWidth: "100%",
             }}
           >
-            <Text
-              style={{
-                color: colors.textSecondary,
-                fontSize: 11.25,
-                lineHeight: 14,
-                fontWeight: "700",
-                fontFamily: Fonts.sans,
-              }}
-            >
+            <AuraText variant="metadata" tone="secondary" style={{ fontSize: 11.25, lineHeight: 14 }}>
               {item.label}
-            </Text>
+            </AuraText>
           </View>
         ))}
       </View>
@@ -585,133 +596,6 @@ function getLookOptionMeta(index: number, look?: AuraLook | null): AuraLookOptio
   };
 }
 
-function FeedbackRail({
-  colors,
-  selected,
-  onDislike,
-  onTryAgain,
-  onLike,
-}: {
-  colors: ReturnType<typeof useAppTheme>["colors"];
-  selected: "like" | "dislike" | null;
-  onDislike: () => void;
-  onTryAgain: () => void;
-  onLike: () => void;
-}) {
-  return (
-    <View
-      style={{
-        flexDirection: "row",
-        alignItems: "center",
-        justifyContent: "flex-end",
-        alignSelf: "flex-end",
-        gap: 6,
-        paddingTop: 2,
-        paddingHorizontal: 0,
-        paddingBottom: 0,
-        marginTop: 1,
-        backgroundColor: "transparent",
-      }}
-    >
-      <FeedbackChip
-        label="Not it"
-        icon="thumbs-down-outline"
-        active={selected === "dislike"}
-        colors={colors}
-        onPress={onDislike}
-      />
-      <FeedbackChip
-        label="Try again"
-        icon="refresh-outline"
-        active={false}
-        colors={colors}
-        onPress={onTryAgain}
-      />
-      <FeedbackChip
-        label="Like"
-        icon="thumbs-up-outline"
-        active={selected === "like"}
-        colors={colors}
-        onPress={onLike}
-      />
-    </View>
-  );
-}
-
-function FeedbackChip({
-  label,
-  icon,
-  active,
-  colors,
-  onPress,
-}: {
-  label: string;
-  icon: keyof typeof Ionicons.glyphMap;
-  active: boolean;
-  colors: ReturnType<typeof useAppTheme>["colors"];
-  onPress: () => void;
-}) {
-  const scale = React.useRef(new Animated.Value(1)).current;
-
-  function animateTo(value: number) {
-    Animated.timing(scale, {
-      toValue: value,
-      duration: 120,
-      useNativeDriver: true,
-    }).start();
-  }
-
-  function handlePress() {
-    void runHaptic("selection");
-    onPress();
-  }
-
-  return (
-    <Animated.View style={{ transform: [{ scale }] }}>
-      <Pressable
-        hitSlop={8}
-        onPress={handlePress}
-        onPressIn={() => animateTo(0.96)}
-        onPressOut={() => animateTo(1)}
-        style={({ pressed }) => ({
-          minHeight: FEEDBACK_BUTTON_HEIGHT,
-          borderRadius: PILL_RADIUS,
-          paddingHorizontal: FEEDBACK_BUTTON_PADDING,
-          paddingVertical: 0,
-          flexDirection: "row",
-          alignItems: "center",
-          justifyContent: "center",
-          gap: 5,
-          backgroundColor: active
-            ? label === "Not it"
-              ? "rgba(255,77,79,0.075)"
-              : colors.purpleSurface
-            : colors.chipBackground,
-          borderWidth: CHIP_BORDER_WIDTH,
-          borderColor: active ? (label === "Not it" ? "rgba(255,77,79,0.18)" : colors.purpleBorder) : colors.border,
-          opacity: pressed ? 0.88 : 1,
-        })}
-      >
-        <Ionicons
-          name={icon}
-          size={13}
-          color={active ? (label === "Not it" ? colors.danger : colors.ctaCream) : auraTheme.textMuted}
-        />
-        <Text
-          style={{
-            color: active ? (label === "Not it" ? colors.danger : colors.ctaCream) : auraTheme.textMuted,
-            fontSize: 10.5,
-            fontWeight: "700",
-            fontFamily: Fonts.sans,
-          }}
-        >
-          {label}
-        </Text>
-      </Pressable>
-    </Animated.View>
-  );
-}
-
 function LookActionRow({
   look,
   option,
@@ -733,19 +617,9 @@ function LookActionRow({
         backgroundColor={colors.ctaCream}
         borderColor={colors.ctaCream}
       >
-        <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+        <AuraText variant="button" style={{ color: colors.ctaText, fontSize: 13, lineHeight: 18 }}>
           Save look
-        </Text>
-      </ActionButton>
-      <ActionButton
-        onPress={() => onAction("planForToday", look, option)}
-        pressedBackground={colors.surfaceElevated}
-        backgroundColor={colors.surfaceSoft}
-        borderColor={colors.border}
-      >
-        <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
-          Plan today
-        </Text>
+        </AuraText>
       </ActionButton>
     </View>
   );
@@ -779,7 +653,7 @@ function OutfitAnalysisCard({
       }}
     >
       <View style={{ gap: 4 }}>
-        <Text style={{ color: colors.text, fontSize: 16, lineHeight: 20, fontWeight: "800", fontFamily: Fonts.sans }}>
+        <Text style={{ color: colors.text, fontSize: 16, lineHeight: 20, fontWeight: "600", fontFamily: Fonts.sans }}>
           I found this outfit
         </Text>
         {analysis.outfitVibe ? (
@@ -803,11 +677,11 @@ function OutfitAnalysisCard({
               maxWidth: "100%",
             }}
           >
-            <Text style={{ color: auraTheme.textFaint, fontSize: 10, fontWeight: "800", letterSpacing: 0.8, fontFamily: Fonts.sans }}>
+            <Text style={{ color: auraTheme.textFaint, fontSize: 10, fontWeight: "600", letterSpacing: 0.8, fontFamily: Fonts.sans }}>
               {displayOutfitRole(piece.role)}
               {typeof piece.confidence === "number" ? ` · ${Math.round(piece.confidence * 100)}%` : ""}
             </Text>
-            <Text style={{ color: colors.text, fontSize: 13, lineHeight: 18, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <Text style={{ color: colors.text, fontSize: 13, lineHeight: 18, fontWeight: "600", fontFamily: Fonts.sans }}>
               {[piece.color, piece.label].filter(Boolean).map(sanitizeDisplayText).join(" ")}
             </Text>
             {piece.notes ? (
@@ -841,9 +715,9 @@ function OutfitAnalysisCard({
             backgroundColor={colors.ctaCream}
             borderColor={colors.borderWarm}
           >
-            <Text style={{ color: colors.ctaText, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <AuraText variant="button" style={{ color: colors.ctaText, fontSize: 13, lineHeight: 18 }}>
               Save as worn
-            </Text>
+            </AuraText>
           </ActionButton>
           <ActionButton
             onPress={() => onAction?.({ type: "add_pieces_to_closet" })}
@@ -851,16 +725,11 @@ function OutfitAnalysisCard({
             backgroundColor={auraTheme.surfaceStrong}
             borderColor={auraTheme.borderSoft}
           >
-            <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800", fontFamily: Fonts.sans }}>
+            <AuraText variant="button" style={{ color: colors.text, fontSize: 13, lineHeight: 18 }}>
               Add pieces
-            </Text>
+            </AuraText>
           </ActionButton>
         </View>
-        <CandidateButton
-          label="Ask AURA to improve this outfit"
-          tone="secondary"
-          onPress={() => onAction?.({ type: "improve_outfit" })}
-        />
       </View>
     </View>
   );
@@ -926,15 +795,17 @@ function ActionButton({
 function Group({
   title,
   tone,
+  colors,
   children,
 }: {
   title: string;
   tone: "owned" | "suggested";
+  colors: ReturnType<typeof useAppTheme>["colors"];
   children: React.ReactNode;
 }) {
-  const titleColor = tone === "owned" ? "rgba(223,182,178,0.92)" : "rgba(251,228,216,0.68)";
-  const sectionBackground = tone === "owned" ? "rgba(223,182,178,0.12)" : "rgba(43,18,76,0.42)";
-  const sectionBorder = tone === "owned" ? "rgba(223,182,178,0.22)" : "rgba(251,228,216,0.10)";
+  const titleTone = tone === "owned" ? "accent" : "secondary";
+  const sectionBackground = tone === "owned" ? colors.accentSoft : colors.surfaceMuted;
+  const sectionBorder = tone === "owned" ? colors.purpleBorder : colors.borderSoft;
 
   return (
     <View
@@ -947,18 +818,9 @@ function Group({
         borderColor: sectionBorder,
       }}
     >
-      <Text
-        style={{
-          color: titleColor,
-          fontSize: 12.5,
-          lineHeight: 15,
-          fontWeight: "800",
-          letterSpacing: 0,
-          fontFamily: Fonts.sans,
-        }}
-      >
+      <AuraText variant="caption" tone={titleTone} style={{ fontSize: 12.5, lineHeight: 15, fontWeight: "600" }}>
         {title}
-      </Text>
+      </AuraText>
       <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 6 }}>{children}</View>
     </View>
   );
@@ -977,20 +839,20 @@ function MetaRow({
 }) {
   return (
     <View style={{ gap: 5 }}>
-      <Text style={{ color: auraTheme.textMuted, fontSize: 11.5, lineHeight: 15, fontWeight: "800", letterSpacing: 0, fontFamily: Fonts.sans }}>
+      <AuraText variant="metadata" tone="secondary" style={{ fontSize: 11.5, lineHeight: 15 }}>
         {label}
-      </Text>
-      <Text
+      </AuraText>
+      <AuraText
+        variant={emphasis ? "bodyStrong" : "body"}
+        tone={emphasis ? "primary" : "secondary"}
         style={{
           color: emphasis ? colors.text : colors.textSecondary,
           fontSize: 13.25,
           lineHeight: 20,
-          fontWeight: emphasis ? "700" : "500",
-          fontFamily: Fonts.sans,
         }}
       >
         {sanitizeDisplayText(value)}
-      </Text>
+      </AuraText>
     </View>
   );
 }
@@ -1024,7 +886,7 @@ function CandidateCard({
     ["Material", candidate.material ?? candidate.materials?.[0]],
     ["Pattern", candidate.pattern],
     ["Price", priceText && !candidate.priceDisplay ? priceText : null],
-  ].filter((entry): entry is [string, string] => !!entry[1]).slice(0, 6);
+  ].filter((entry): entry is [string, string] => !!entry[1]).slice(0, 3);
   const needsReview = candidate.status === "needs_review";
   const previewImageUrl = candidate.primaryImageUrl ?? candidate.imageUrls[0] ?? "";
 
@@ -1078,7 +940,7 @@ function CandidateCard({
                 color: colors.text,
                 fontSize: 14,
                 lineHeight: 17,
-                fontWeight: "800",
+                fontWeight: "600",
                 fontFamily: Fonts.sans,
               }}
               numberOfLines={2}
@@ -1091,7 +953,7 @@ function CandidateCard({
                   color: colors.textSecondary,
                   fontSize: 12,
                   lineHeight: 16,
-                  fontWeight: "700",
+                  fontWeight: "600",
                   fontFamily: Fonts.sans,
                 }}
                 numberOfLines={1}
@@ -1103,7 +965,7 @@ function CandidateCard({
               style={{
                 color: auraTheme.textMuted,
                 fontSize: 10,
-                fontWeight: "800",
+                fontWeight: "600",
                 letterSpacing: 1.05,
                 fontFamily: Fonts.sans,
               }}
@@ -1120,12 +982,12 @@ function CandidateCard({
             </Text>
           </View>
           {needsReview ? (
-            <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "700", lineHeight: 17 }}>
+            <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "600", lineHeight: 17 }}>
               I couldn&apos;t fully read this item. Review the details before adding.
             </Text>
           ) : null}
           {candidate.status === "failed" ? (
-            <Text style={{ color: "#ffb6b6", fontSize: 12.5, fontWeight: "700", lineHeight: 17 }}>
+            <Text style={{ color: colors.destructive, fontSize: 12.5, fontWeight: "600", lineHeight: 17 }}>
               Could not save this item. Retry, edit, or cancel.
             </Text>
           ) : null}
@@ -1140,7 +1002,7 @@ function CandidateCard({
                   backgroundColor: colors.chipBackground,
                 }}
               >
-                <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "700" }}>
+                <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "600" }}>
                   {label}: <Text style={{ color: colors.text }}>{sanitizeDisplayText(value)}</Text>
                 </Text>
               </View>
@@ -1202,46 +1064,24 @@ function CandidateButton({
   disabled?: boolean;
   onPress: () => void;
 }) {
-  const { colors } = useAppTheme();
-  const backgroundColor =
-    tone === "primary" ? colors.ctaCream : tone === "secondary" ? colors.secondaryCta : "transparent";
-  const borderColor =
-    tone === "primary" ? colors.borderWarm : tone === "secondary" ? colors.border : colors.border;
-  const textColor = tone === "primary" ? colors.ctaText : colors.textSecondary;
-  const scale = React.useRef(new Animated.Value(1)).current;
-
-  function animateTo(value: number) {
-    Animated.timing(scale, {
-      toValue: value,
-      duration: 100,
-      useNativeDriver: true,
-    }).start();
-  }
+  const variant = tone === "primary" ? "primary" : tone === "secondary" ? "tertiary" : "ghost";
 
   return (
-    <Animated.View style={{ transform: [{ scale }] }}>
-      <Pressable
-        disabled={disabled}
-        hitSlop={6}
-        onPress={onPress}
-        onPressIn={() => animateTo(0.97)}
-        onPressOut={() => animateTo(1)}
-        style={({ pressed }) => ({
-          minHeight: CHIP_HEIGHT,
-          borderRadius: PILL_RADIUS,
-          paddingHorizontal: CHIP_HORIZONTAL_PADDING,
-          paddingVertical: 0,
-          backgroundColor: pressed ? (tone === "primary" ? colors.ctaCream : colors.surfaceElevated) : backgroundColor,
-          borderWidth: CHIP_BORDER_WIDTH,
-          borderColor,
-          alignItems: "center",
-          justifyContent: "center",
-          opacity: disabled ? 0.42 : pressed ? 0.94 : 1,
-        })}
-      >
-        <Text style={{ color: textColor, fontSize: 11.25, fontWeight: "800", fontFamily: Fonts.sans }}>{label}</Text>
-      </Pressable>
-    </Animated.View>
+    <AuraButton
+      label={label}
+      disabled={disabled}
+      onPress={onPress}
+      variant={variant}
+      size="small"
+      haptic="selection"
+      hapticTrigger="press"
+      hitSlop={6}
+      style={{
+        minHeight: CHIP_HEIGHT,
+        paddingHorizontal: CHIP_HORIZONTAL_PADDING,
+      }}
+      textStyle={{ fontSize: 11.25, lineHeight: 15 }}
+    />
   );
 }
 
@@ -1280,17 +1120,17 @@ function Tag({
         maxWidth: "100%",
       }}
     >
-      <Text
+      <AuraText
+        variant="metadata"
         style={{
           color: textColor,
           fontSize: 11,
           lineHeight: 14,
-          fontWeight: "700",
-          fontFamily: Fonts.sans,
+          fontWeight: "500",
         }}
       >
         {label}
-      </Text>
+      </AuraText>
     </View>
   );
 }
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index ce578fb..639d020 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -2,6 +2,7 @@ import React, { useCallback, useEffect, useMemo, useRef } from "react";
 import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, RefreshControl, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
+import { AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLookAction, AuraLookOptionMeta, AuraOutfitPhotoAction } from "@/src/types/aura";
 
@@ -16,7 +17,7 @@ const FOCUS_ANCHOR_MIN_SPACER = 560;
 const FOCUS_ANCHOR_LOCK_MS = 680;
 
 const ChatItemSeparator = React.memo(function ChatItemSeparator() {
-  return <View style={{ height: 12 }} />;
+  return <View style={{ height: 16 }} />;
 });
 
 class ChatErrorBoundary extends React.Component<
@@ -50,7 +51,7 @@ class ChatErrorBoundary extends React.Component<
             paddingVertical: 11,
           }}
         >
-          <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "700" }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "600" }}>
             {"Couldn't render this message."}
           </Text>
         </View>
@@ -74,36 +75,37 @@ function TypingBubble({ colors }: { colors: AppColors }) {
   }, [pulse]);
 
   return (
-    <View style={{ alignItems: "flex-start" }}>
+    <View style={{ alignItems: "flex-start", paddingHorizontal: 10 }}>
       <View
         style={{
-          borderRadius: 18,
-          paddingHorizontal: 12,
-          paddingVertical: 9,
-          backgroundColor: colors.surfaceGlass,
+          borderRadius: 20,
+          paddingHorizontal: 14,
+          paddingVertical: 11,
+          backgroundColor: colors.surfaceMuted,
           borderWidth: 0.75,
-          borderColor: colors.border,
-          flexDirection: "row",
-          alignItems: "center",
-          gap: 8,
+          borderColor: colors.borderSoft,
+          gap: 9,
+          width: 178,
         }}
       >
-        <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>Thinking</Text>
-        {[0, 1, 2].map((index) => (
-          <Animated.View
-            key={index}
-            style={{
-              width: 5,
-              height: 5,
-              borderRadius: 999,
-              backgroundColor: colors.textSecondary,
-              opacity: pulse.interpolate({
-                inputRange: [0.45, 1],
-                outputRange: [0.35 + index * 0.12, 0.95 - index * 0.1],
-              }),
-            }}
-          />
-        ))}
+        <View style={{ flexDirection: "row", alignItems: "center", gap: 6 }}>
+          {[0, 1, 2].map((index) => (
+            <Animated.View
+              key={index}
+              style={{
+                width: 5,
+                height: 5,
+                borderRadius: 999,
+                backgroundColor: colors.textSecondary,
+                opacity: pulse.interpolate({
+                  inputRange: [0.45, 1],
+                  outputRange: [0.3 + index * 0.12, 0.82 - index * 0.1],
+                }),
+              }}
+            />
+          ))}
+        </View>
+        <AuraSkeletonLine width="72%" height={8} />
       </View>
     </View>
   );
@@ -410,9 +412,9 @@ export default function ChatList({
     () => ({
       flexGrow: 1,
       justifyContent: messageCount ? ("flex-start" as const) : ("flex-end" as const),
-      paddingTop: 0,
-      paddingHorizontal: 4,
-      paddingBottom: Math.max(12, contentBottomPadding),
+      paddingTop: messageCount ? 8 : 0,
+      paddingHorizontal: 6,
+      paddingBottom: Math.max(18, contentBottomPadding),
     }),
     [contentBottomPadding, messageCount],
   );
@@ -507,7 +509,7 @@ export default function ChatList({
       return (
         <View>
           {showTypingBubble ? (
-            <View style={{ marginTop: 10, marginLeft: 10, marginBottom: 8 }}>
+            <View style={{ marginTop: 12, marginBottom: 10 }}>
               <TypingBubble colors={colors} />
             </View>
           ) : null}
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 6357e67..041a777 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -1,6 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import React, { useEffect, useRef, useState } from "react";
-import { Animated, Easing, Text, View } from "react-native";
+import { Animated, Easing, Text, View, type DimensionValue } from "react-native";
 import Reanimated, {
   Easing as ReanimatedEasing,
   useAnimatedStyle,
@@ -12,9 +12,10 @@ import { Fonts, type AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import AppImage from "@/src/components/common/AppImage";
+import { AuraText } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
-import { sanitizeDisplayText } from "@/src/lib/text";
+import { sanitizeDisplayText, sanitizeMultilineDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraCandidateAction, AuraLaundryConfirmationAction, AuraLook, AuraLookAction, AuraLookOptionMeta, AuraOutfitPhotoAction } from "@/src/types/aura";
 
@@ -31,6 +32,30 @@ const USER_MULTI_IMAGE_MIN_GRID_WIDTH = 196;
 const USER_IMAGE_RADIUS = 20;
 const STREAM_TAIL_REVEAL_MS = 130;
 
+function TypingDots({ colors, pulse }: { colors: AppColors; pulse: Animated.Value }) {
+  return (
+    <View style={{ flexDirection: "row", alignItems: "center", gap: 7, minHeight: 24 }}>
+      {[0, 1, 2].map((index) => (
+        <Animated.View
+          key={index}
+          style={{
+            width: 6,
+            height: 6,
+            borderRadius: 999,
+            backgroundColor: colors.textSecondary,
+            opacity:
+              index === 0
+                ? pulse
+                : index === 1
+                  ? pulse.interpolate({ inputRange: [0.45, 1], outputRange: [0.65, 0.42] })
+                  : pulse.interpolate({ inputRange: [0.45, 1], outputRange: [0.42, 0.75] }),
+          }}
+        />
+      ))}
+    </View>
+  );
+}
+
 function clamp(value: number, min: number, max: number) {
   return Math.min(max, Math.max(min, value));
 }
@@ -55,7 +80,7 @@ function getMultiImageGridWidth(layoutWidth: number, screenSize: string) {
 }
 
 function cleanIntroText(value?: string | null) {
-  return sanitizeDisplayText(value)?.replace(/\s+/g, " ").trim() ?? "";
+  return sanitizeMultilineDisplayText(value) ?? "";
 }
 
 function fallbackStructuredIntro(message: AIMessage) {
@@ -145,12 +170,12 @@ function SmoothStreamingText({
     <Text
       style={{
         color: colors.text,
-        fontSize: 14.5,
-        lineHeight: 21,
-        fontWeight: "500",
+        fontSize: 15,
+        lineHeight: 23,
+        fontWeight: "400",
         fontFamily: Fonts.sans,
-        marginLeft: 2,
-        maxWidth: "92%",
+        marginLeft: 0,
+        maxWidth: "94%",
       }}
     >
       {baseText}
@@ -168,6 +193,61 @@ function SmoothStreamingText({
   );
 }
 
+function FormattedAuraText({
+  text,
+  colors,
+  marginLeft = 0,
+  marginRight = 20,
+  maxWidth = "94%",
+}: {
+  text: string;
+  colors: AppColors;
+  marginLeft?: number;
+  marginRight?: number;
+  maxWidth?: DimensionValue;
+}) {
+  const blocks = text
+    .split(/\n{2,}/)
+    .map((block) => block.trim())
+    .filter(Boolean);
+
+  if (!blocks.length) return null;
+
+  return (
+    <View style={{ gap: 12, marginLeft, marginRight, maxWidth }}>
+      {blocks.map((block, blockIndex) => {
+        const lines = block
+          .split("\n")
+          .map((line) => line.trim())
+          .filter(Boolean);
+        return (
+          <View key={`${blockIndex}-${lines[0] ?? "block"}`} style={{ gap: lines.length > 1 ? 6 : 0 }}>
+            {lines.map((line, lineIndex) => {
+              const isListLine = /^[-•]\s+/.test(line) || /^\d+[.)]\s+/.test(line);
+              const isHeaderLine = !isListLine && line.endsWith(":") && line.length <= 64;
+              return (
+                <AuraText
+                  key={`${blockIndex}-${lineIndex}-${line}`}
+                  variant={isHeaderLine ? "bodyStrong" : "body"}
+                  tone="primary"
+                  style={{
+                    color: isHeaderLine ? colors.textPrimary : colors.textSecondary,
+                    fontSize: isHeaderLine ? 14.5 : 15,
+                    lineHeight: isHeaderLine ? 20 : 23,
+                    paddingLeft: isListLine ? 8 : 0,
+                  }}
+                >
+                  {line}
+                </AuraText>
+              );
+            })}
+          </View>
+        );
+      })}
+    </View>
+  );
+}
+
 type ChatMessageProps = {
   colors: AppColors;
   message: AIMessage;
@@ -212,16 +292,16 @@ function ChatMessage({
   const structuredIntroText = cleanIntroText(message.assistantIntroText ?? message.text) || fallbackStructuredIntro(message);
   const isUser = message.kind === "user_text" || message.type === "user";
   const isAuraText = message.kind === "aura_text";
-  const displayText = isUser ? message.text : sanitizeDisplayText(message.text);
+  const displayText = isUser ? message.text : sanitizeMultilineDisplayText(message.text);
   const isStreamingPlaceholder = !isUser && !!message.streaming && !displayText;
   const isUserUrlOnly = isUser && isUrlOnlyMessage(displayText);
   const formattedUserText = isUserUrlOnly ? formatUrlForDisplay(String(displayText ?? "")) : displayText;
   const messageAttachments = message.attachments ?? [];
   const labelTextColor = colors.textMuted;
-  const assistantSurface = colors.surfaceGlass;
-  const assistantBorder = colors.border;
-  const userBubbleSurface = colors.purpleSurface;
-  const userBubbleBorder = colors.purpleBorder;
+  const assistantSurface = colors.surfaceMuted;
+  const assistantBorder = colors.borderSoft;
+  const userBubbleSurface = colors.surfaceElevated;
+  const userBubbleBorder = colors.borderStrong;
   const imageAttachments = messageAttachments.filter(
     (attachment): attachment is ChatImageAttachment => attachment.type === "image",
   );
@@ -326,12 +406,12 @@ function ChatMessage({
 
   if (message.type === "outfit" && message.outfits?.length) {
     return (
-      <View style={{ gap: 6 }}>
+      <View style={{ gap: 10 }}>
         <Animated.View style={{ opacity: introFade, transform: [{ translateY: rise }, { scale }] }}>
           <StructuredAuraIntro colors={colors} text={structuredIntroText} compact />
         </Animated.View>
         <OutfitCardEntry>
-          <Animated.View style={{ opacity: cardFade, transform: [{ translateY: cardRise }, { scale: cardScale }], gap: 10 }}>
+          <Animated.View style={{ opacity: cardFade, transform: [{ translateY: cardRise }, { scale: cardScale }], gap: 12 }}>
             {message.outfits.map((outfit, index) => (
               <OutfitMessage
                 key={`${message.id}-${outfit.id}`}
@@ -360,7 +440,7 @@ function ChatMessage({
           alignItems: "stretch",
           marginLeft: 0,
           marginRight: isLookSurface ? 0 : 8,
-          gap: 6,
+          gap: 10,
         }}
       >
         <Animated.View style={{ opacity: introFade, transform: [{ translateY: rise }, { scale }] }}>
@@ -368,7 +448,7 @@ function ChatMessage({
         </Animated.View>
         <OutfitCardEntry>
           <Animated.View style={{ opacity: cardFade, transform: [{ translateY: cardRise }, { scale: cardScale }] }}>
-            <View style={{ maxWidth: "100%", marginLeft: 0 }}>
+            <View style={{ maxWidth: "100%", marginLeft: 0, marginTop: 2 }}>
               <AuraReplyCard
                 data={message.aura}
                 itemsById={itemsById}
@@ -411,7 +491,7 @@ function ChatMessage({
             paddingHorizontal: isSuggestion || isError ? 13 : 14,
             paddingVertical: isSuggestion || isError ? 12 : 8,
             backgroundColor: isError
-              ? colors.surfaceGlass
+              ? colors.surfaceMuted
               : isSuggestion
                 ? assistantSurface
                 : colors.surfaceSoft,
@@ -423,10 +503,10 @@ function ChatMessage({
         >
           {isSuggestion || isError ? (
             <View style={{ gap: 8 }}>
-              <Text style={{ color: labelTextColor, fontSize: 10.5, fontWeight: "800", letterSpacing: 0 }}>
-                {isError ? "AURA couldn't finish" : "AURA note"}
+              <Text style={{ color: labelTextColor, fontSize: 10.5, fontWeight: "500", letterSpacing: 1.2, textTransform: "uppercase" }}>
+                {isError ? "Couldn't finish" : "Stylist note"}
               </Text>
-              <Text selectable={isError} style={{ color: isError ? colors.textSecondary : colors.text, fontSize: 13.5, lineHeight: 20, fontWeight: "600" }}>
+              <Text selectable={isError} style={{ color: isError ? colors.textSecondary : colors.text, fontSize: 13.5, lineHeight: 20, fontWeight: "400" }}>
                 {displayText}
               </Text>
               {canRetry ? (
@@ -453,14 +533,14 @@ function ChatMessage({
                   }}
                 >
                   <Ionicons name="refresh-outline" size={13} color={colors.text} />
-                  <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "800", fontFamily: Fonts.sans }}>
+                  <Text style={{ color: colors.text, fontSize: 11.5, fontWeight: "600", fontFamily: Fonts.sans }}>
                     Retry
                   </Text>
                 </AuraPressable>
               ) : null}
             </View>
           ) : (
-            <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "600" }}>{displayText}</Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "500" }}>{displayText}</Text>
           )}
         </View>
       </Animated.View>
@@ -474,82 +554,18 @@ function ChatMessage({
           opacity: fade,
           transform: [{ translateY: rise }, { scale }],
           alignItems: "stretch",
-          marginRight: 10,
+          marginRight: 8,
           marginLeft: 0,
-          gap: 4,
+          gap: 6,
         }}
       >
-        <View
-          style={{
-            flexDirection: "row",
-            alignItems: "center",
-            gap: 6,
-            marginLeft: 2,
-          }}
-        >
-          <Animated.View
-            style={{
-              width: 7,
-              height: 7,
-              borderRadius: 999,
-              backgroundColor: colors.auraLavender,
-              shadowColor: colors.auraLavender,
-              shadowOpacity: 0.24,
-              shadowRadius: 4,
-              shadowOffset: { width: 0, height: 0 },
-              opacity: isStreamingPlaceholder ? pulse : 1,
-            }}
-          />
-          <Text
-            style={{
-              color: labelTextColor,
-              fontSize: 10,
-              fontWeight: "700",
-              letterSpacing: 0.75,
-              fontFamily: Fonts.sans,
-            }}
-          >
-            AURA
-          </Text>
-        </View>
-
         {isStreamingPlaceholder ? (
-          <View style={{ flexDirection: "row", alignItems: "center", gap: 7, marginLeft: 2, minHeight: 24 }}>
-            {[0, 1, 2].map((index) => (
-              <Animated.View
-                key={index}
-                style={{
-                  width: 7,
-                  height: 7,
-                  borderRadius: 999,
-                  backgroundColor: colors.textSecondary,
-                  opacity:
-                    index === 0
-                      ? pulse
-                      : index === 1
-                        ? pulse.interpolate({ inputRange: [0.45, 1], outputRange: [0.7, 0.45] })
-                        : pulse.interpolate({ inputRange: [0.45, 1], outputRange: [0.45, 0.8] }),
-                }}
-              />
-            ))}
-          </View>
+          <TypingDots colors={colors} pulse={pulse} />
         ) : displayText ? (
           message.streaming ? (
             <SmoothStreamingText text={displayText} colors={colors} />
           ) : (
-            <Text
-              style={{
-                color: colors.text,
-                fontSize: 14.5,
-                lineHeight: 21,
-                fontWeight: "500",
-                fontFamily: Fonts.sans,
-                marginLeft: 2,
-                maxWidth: "92%",
-              }}
-            >
-              {displayText}
-            </Text>
+            <FormattedAuraText text={displayText} colors={colors} />
           )
         ) : null}
       </Animated.View>
@@ -584,7 +600,7 @@ function ChatMessage({
               borderColor: userBubbleBorder,
               marginLeft: 74,
               marginRight: 6,
-              ...auraShadow(0.18),
+              ...auraShadow(0.06),
             }}
           >
             <AttachmentPreviews attachments={nonImageAttachments} colors={colors} isUser />
@@ -602,7 +618,7 @@ function ChatMessage({
               borderColor: userBubbleBorder,
               marginLeft: 74,
               marginRight: 6,
-              ...auraShadow(0.18),
+              ...auraShadow(0.06),
             }}
           >
             <Text
@@ -612,7 +628,7 @@ function ChatMessage({
                 color: colors.text,
                 fontSize: 14.5,
                 lineHeight: 21,
-                fontWeight: "700",
+                fontWeight: "400",
                 fontFamily: Fonts.sans,
               }}
             >
@@ -628,42 +644,6 @@ function ChatMessage({
     <Animated.View
       style={{ opacity: fade, transform: [{ translateY: rise }, { scale }], alignItems: isUser ? "flex-end" : "flex-start" }}
     >
-      {!isUser ? (
-        <View
-          style={{
-            flexDirection: "row",
-            alignItems: "center",
-            gap: 6,
-            marginBottom: 4,
-            marginLeft: 10,
-          }}
-        >
-          <View
-            style={{
-              width: 7,
-              height: 7,
-              borderRadius: 999,
-              backgroundColor: colors.auraLavender,
-              shadowColor: colors.auraLavender,
-              shadowOpacity: 0.24,
-              shadowRadius: 4,
-              shadowOffset: { width: 0, height: 0 },
-            }}
-          />
-          <Text
-            style={{
-              color: labelTextColor,
-              fontSize: 10,
-              fontWeight: "700",
-              letterSpacing: 0.75,
-              fontFamily: Fonts.sans,
-            }}
-          >
-            AURA
-          </Text>
-        </View>
-      ) : null}
-
       <View
           style={{
             maxWidth: isUserUrlOnly ? "68%" : isUser ? "74%" : isAuraText ? "76%" : "78%",
@@ -673,26 +653,13 @@ function ChatMessage({
             backgroundColor: isUser ? userBubbleSurface : assistantSurface,
             borderWidth: 1,
             borderColor: isUser ? userBubbleBorder : assistantBorder,
-            marginLeft: isUser ? 74 : layout.screenSize === "compact" ? 6 : 8,
+            marginLeft: isUser ? 74 : layout.screenSize === "compact" ? 4 : 6,
             marginRight: isUser ? 6 : 28,
-            ...auraShadow(isUser ? 0.18 : 0.14),
+            ...auraShadow(isUser ? 0.06 : 0.04),
           }}
       >
         {isStreamingPlaceholder ? (
-          <View style={{ flexDirection: "row", alignItems: "center", gap: 7 }}>
-            {[0, 1, 2].map((index) => (
-              <Animated.View
-                key={index}
-                style={{
-                  width: 7,
-                  height: 7,
-                  borderRadius: 999,
-                  backgroundColor: colors.textSecondary,
-                  opacity: fade,
-                }}
-              />
-            ))}
-          </View>
+          <TypingDots colors={colors} pulse={pulse} />
         ) : (
           <>
             {messageAttachments.length ? (
@@ -708,7 +675,7 @@ function ChatMessage({
                   color: isUser ? colors.text : colors.text,
                   fontSize: 14.5,
                   lineHeight: 21,
-                  fontWeight: isUser ? "700" : "500",
+                  fontWeight: "400",
                   fontFamily: Fonts.sans,
                 }}
               >
@@ -805,7 +772,7 @@ function UserImageAttachmentMedia({
                   backgroundColor: colors.overlay,
                 }}
               >
-                <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", fontFamily: Fonts.sans }}>
+                <Text style={{ color: colors.text, fontSize: 18, fontWeight: "600", fontFamily: Fonts.sans }}>
                   +{remainingCount}
                 </Text>
               </View>
@@ -847,7 +814,7 @@ function AttachmentPreviews({
             />
           ) : (
             <View style={{ flex: 1, alignItems: "center", justifyContent: "center" }}>
-              <Text style={{ color: colors.text, fontWeight: "800" }}>Voice note</Text>
+              <Text style={{ color: colors.text, fontWeight: "600" }}>Voice note</Text>
             </View>
           )}
         </View>
@@ -917,54 +884,13 @@ function StructuredAuraIntro({
 }) {
   return (
     <View style={{ alignItems: "flex-start" }}>
-      <View
-        style={{
-          flexDirection: "row",
-          alignItems: "center",
-          gap: 6,
-          marginBottom: 4,
-          marginLeft: compact ? 2 : 10,
-        }}
-      >
-        <View
-          style={{
-            width: 7,
-            height: 7,
-            borderRadius: 999,
-            backgroundColor: colors.auraLavender,
-            shadowColor: colors.auraLavender,
-            shadowOpacity: 0.24,
-            shadowRadius: 4,
-            shadowOffset: { width: 0, height: 0 },
-          }}
-        />
-        <Text
-          style={{
-            color: colors.textMuted,
-            fontSize: 10,
-            fontWeight: "700",
-            letterSpacing: 0.75,
-            fontFamily: Fonts.sans,
-          }}
-        >
-          AURA
-        </Text>
-      </View>
-
-      <Text
-        style={{
-          color: colors.text,
-          fontSize: 14.5,
-          lineHeight: 21,
-          fontWeight: "500",
-          fontFamily: Fonts.sans,
-          marginLeft: compact ? 2 : 8,
-          marginRight: 20,
-          maxWidth: compact ? "96%" : "84%",
-        }}
-      >
-        {text}
-      </Text>
+      <FormattedAuraText
+        text={text}
+        colors={colors}
+        marginLeft={compact ? 0 : 6}
+        marginRight={20}
+        maxWidth={compact ? "96%" : "84%"}
+      />
     </View>
   );
 }
diff --git a/src/components/ai/InputBar.tsx b/src/components/ai/InputBar.tsx
index 8549844..313fdc3 100644
--- a/src/components/ai/InputBar.tsx
+++ b/src/components/ai/InputBar.tsx
@@ -25,23 +25,24 @@ import {
 
 import { Colors, Fonts, type AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { AuraText, auraDesignTokens } from "@/src/components/ui/auraStylePrimitives";
 import { getAttachmentGroupingLabel } from "@/src/lib/auraIntent";
 
 import type { ChatAttachment, ChatAttachmentGroupRole } from "./chatTypes";
 
-const BASE_COMPOSER_HEIGHT = 50;
-const BASE_INPUT_HEIGHT = 34;
+const BASE_COMPOSER_HEIGHT = 48;
+const BASE_INPUT_HEIGHT = 32;
 const MAX_INPUT_LINES = 5;
 const INPUT_LINE_HEIGHT = 19;
 const INPUT_PADDING_TOP = Platform.OS === "ios" ? 7 : 5;
 const INPUT_PADDING_BOTTOM = Platform.OS === "ios" ? 1 : 1;
 const INPUT_VERTICAL_PADDING = INPUT_PADDING_TOP + INPUT_PADDING_BOTTOM;
 const MAX_INPUT_HEIGHT = INPUT_LINE_HEIGHT * MAX_INPUT_LINES + INPUT_VERTICAL_PADDING;
-const INPUT_SLOT_VERTICAL_PADDING = 8;
+const INPUT_SLOT_VERTICAL_PADDING = 7;
 const BASE_ROW_HEIGHT = BASE_COMPOSER_HEIGHT - 8;
 const MAX_INPUT_SLOT_HEIGHT = MAX_INPUT_HEIGHT + INPUT_SLOT_VERTICAL_PADDING;
 const ATTACHMENT_THUMB_SIZE = 76;
-const COMPOSER_RADIUS = 25;
+const COMPOSER_RADIUS = 24;
 const ATTACHMENT_COMPOSER_RADIUS = 24;
 const ATTACHMENT_MENU_WIDTH = 216;
 const ATTACHMENT_MENU_LEFT = 0;
@@ -103,7 +104,7 @@ export default function InputBar({
 }) {
   const canSend = (value.trim().length > 0 || attachments.length > 0) && !loading;
   const canStop = loading && !!onStop;
-  const composerSideInset = 10;
+  const composerSideInset = 12;
   const [menuOpen, setMenuOpen] = React.useState(false);
   const [composerHeight, setComposerHeight] = React.useState(BASE_COMPOSER_HEIGHT);
   const [inputSlotHeight, setInputSlotHeight] = React.useState(BASE_ROW_HEIGHT);
@@ -114,7 +115,6 @@ export default function InputBar({
   const sendVisibilityAnim = React.useRef(new Animated.Value(canSend ? 1 : 0)).current;
   const sendMotionAnim = React.useRef(new Animated.Value(0)).current;
   const inputRef = React.useRef<TextInput>(null);
-  const initialValueRef = React.useRef(value);
   const lastAppliedHeightRef = React.useRef(BASE_ROW_HEIGHT);
   const nativeValueRef = React.useRef(value);
   const mirroredPropValueRef = React.useRef(value);
@@ -223,19 +223,17 @@ export default function InputBar({
   }, [attachmentRailHeight, reportComposerHeight]);
 
   React.useEffect(() => {
-    const isExternalValueChange =
-      value !== mirroredPropValueRef.current && value !== nativeValueRef.current;
+    const previousPropValue = mirroredPropValueRef.current;
     mirroredPropValueRef.current = value;
-    if (!isExternalValueChange) return;
-
-    nativeValueRef.current = value;
-    inputRef.current?.setNativeProps({ text: value });
-    if (!value) {
-      resetInputHeight();
+    if (value !== nativeValueRef.current) {
+      nativeValueRef.current = value;
+      if (!value && previousPropValue) {
+        inputRef.current?.clear();
+        inputRef.current?.setNativeProps({ text: "" });
+      } else {
+        inputRef.current?.setNativeProps({ text: value });
+      }
     }
-  }, [resetInputHeight, value]);
-
-  React.useEffect(() => {
     if (!value) {
       resetInputHeight();
     }
@@ -269,22 +267,22 @@ export default function InputBar({
     borderRadius: shellRadius,
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(31,8,45,0.16)", "rgba(42,13,58,0.24)"],
+      outputRange: ["rgba(18,17,22,0.78)", "rgba(24,22,30,0.88)"],
     }),
     shadowOpacity: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [0.04, 0.08],
+      outputRange: [0.05, 0.09],
     }),
     shadowRadius: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: [10, 16],
+      outputRange: [12, 18],
     }),
   } as const;
 
   const glassTintStyle = {
     backgroundColor: focusAnim.interpolate({
       inputRange: [0, 1],
-      outputRange: ["rgba(251,228,216,0.028)", "rgba(223,182,178,0.045)"],
+      outputRange: ["rgba(251,228,216,0.014)", "rgba(223,182,178,0.024)"],
     }),
   } as const;
 
@@ -319,8 +317,8 @@ export default function InputBar({
   });
   const sendIconColor = canSend ? colors.ctaText : colors.text;
   const showPlaceholder = !value;
-  const idleIconColor = "rgba(251,228,216,0.62)";
-  const plusIconColor = menuOpen ? colors.ctaCream : "rgba(251,228,216,0.78)";
+  const idleIconColor = colors.textSecondary;
+  const plusIconColor = menuOpen ? colors.ctaCream : colors.textSecondary;
   const inputShouldScroll = inputSlotHeight >= MAX_INPUT_SLOT_HEIGHT - 1;
   const micOpacity = sendVisibilityAnim.interpolate({
     inputRange: [0, 1],
@@ -418,12 +416,12 @@ export default function InputBar({
           <BlurView intensity={Platform.OS === "ios" ? 76 : 58} tint="dark" style={StyleSheet.absoluteFill} />
           <LinearGradient
             pointerEvents="none"
-            colors={[
-              "rgba(255,255,255,0.095)",
-              "rgba(251,228,216,0.035)",
-              "rgba(75,26,96,0.10)",
-              "rgba(0,0,0,0.14)",
-            ]}
+        colors={[
+          "rgba(255,255,255,0.075)",
+          "rgba(251,228,216,0.028)",
+          "rgba(34,31,40,0.18)",
+          "rgba(0,0,0,0.14)",
+        ]}
             locations={[0, 0.34, 0.7, 1]}
             start={{ x: 0.08, y: 0 }}
             end={{ x: 1, y: 1 }}
@@ -457,9 +455,9 @@ export default function InputBar({
       <LinearGradient
         pointerEvents="none"
         colors={[
-          "rgba(255,255,255,0.105)",
-          "rgba(251,228,216,0.035)",
-          "rgba(89,35,121,0.075)",
+          "rgba(255,255,255,0.080)",
+          "rgba(251,228,216,0.026)",
+          "rgba(34,31,40,0.18)",
           "rgba(0,0,0,0.10)",
         ]}
         locations={[0, 0.32, 0.68, 1]}
@@ -505,6 +503,8 @@ export default function InputBar({
                     onPress={() => onRemoveAttachment(attachment.id)}
                     pressedScale={0.92}
                     pressedOpacity={0.86}
+                    accessibilityRole="button"
+                    accessibilityLabel="Remove attachment"
                     style={styles.removeAttachmentButton}
                   >
                     <Ionicons name="close" size={12} color={colors.text} />
@@ -554,6 +554,8 @@ export default function InputBar({
                   hapticTrigger="press"
                   pressedScale={0.97}
                   pressedOpacity={0.88}
+                  accessibilityRole="button"
+                  accessibilityLabel="Use automatic attachment grouping"
                   style={[
                     styles.attachmentRoleChip,
                     !hasAttachmentModeOverride ? styles.attachmentRoleChipActive : null,
@@ -576,6 +578,8 @@ export default function InputBar({
                     hapticTrigger="press"
                     pressedScale={0.97}
                     pressedOpacity={0.88}
+                    accessibilityRole="button"
+                    accessibilityLabel={`Use ${getAttachmentGroupingLabel(role)} attachment grouping`}
                     style={[
                       styles.attachmentRoleChip,
                       hasAttachmentModeOverride && attachmentRole === role ? styles.attachmentRoleChipActive : null,
@@ -605,6 +609,8 @@ export default function InputBar({
               hapticTrigger="press"
               pressedScale={0.95}
               pressedOpacity={0.9}
+              accessibilityRole="button"
+              accessibilityLabel={menuOpen ? "Close attachment options" : "Add attachment"}
               style={[
                 styles.sideButton,
                 menuOpen ? styles.sideButtonActive : null,
@@ -624,7 +630,7 @@ export default function InputBar({
             ) : null}
             <TextInput
               ref={inputRef}
-              defaultValue={initialValueRef.current}
+              value={value}
               onChangeText={handleTextChange}
               onFocus={() => onFocusChange(true)}
               onBlur={() => onFocusChange(false)}
@@ -732,10 +738,12 @@ function AttachmentOption({
       hapticTrigger="press"
       pressedScale={0.96}
       pressedOpacity={0.88}
+      accessibilityRole="button"
+      accessibilityLabel={label}
       style={styles.attachmentOption}
     >
       <Ionicons name={icon} size={16} color={colors.text} />
-      <Text style={styles.attachmentOptionText}>{label}</Text>
+      <AuraText variant="caption" style={styles.attachmentOptionText}>{label}</AuraText>
     </AuraPressable>
   );
 }
@@ -758,9 +766,9 @@ const styles = StyleSheet.create({
     borderRadius: 999,
   },
   chrome: {
-    paddingHorizontal: 6,
-    paddingTop: 4,
-    paddingBottom: 4,
+    paddingHorizontal: 7,
+    paddingTop: 5,
+    paddingBottom: 5,
   },
   chromeWithAttachments: {
     paddingHorizontal: 7,
@@ -776,9 +784,9 @@ const styles = StyleSheet.create({
     borderRadius: 999,
     paddingHorizontal: 8,
     paddingVertical: 3,
-    backgroundColor: inputPalette.chipBackground,
+    backgroundColor: inputPalette.surfaceMuted,
     borderWidth: StyleSheet.hairlineWidth,
-    borderColor: "rgba(251,228,216,0.10)",
+    borderColor: inputPalette.borderSoft,
   },
   attachmentRoleChipActive: {
     backgroundColor: inputPalette.purpleSurface,
@@ -787,7 +795,7 @@ const styles = StyleSheet.create({
   attachmentRoleText: {
     color: "rgba(251,228,216,0.68)",
     fontSize: 10,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   attachmentRoleTextActive: {
     color: inputPalette.ctaCream,
@@ -802,9 +810,9 @@ const styles = StyleSheet.create({
     height: ATTACHMENT_THUMB_SIZE,
     borderRadius: 18,
     overflow: "hidden",
-    backgroundColor: inputPalette.chipBackground,
+    backgroundColor: inputPalette.surfaceMuted,
     borderWidth: 1,
-    borderColor: "rgba(251,228,216,0.10)",
+    borderColor: inputPalette.borderSoft,
   },
   attachmentFallback: {
     flex: 1,
@@ -838,9 +846,9 @@ const styles = StyleSheet.create({
     flexDirection: "row",
     alignItems: "center",
     gap: 5,
-    backgroundColor: inputPalette.chipBackground,
+    backgroundColor: inputPalette.surfaceMuted,
     borderWidth: StyleSheet.hairlineWidth,
-    borderColor: "rgba(251,228,216,0.10)",
+    borderColor: inputPalette.borderSoft,
   },
   autoDetectChipActive: {
     backgroundColor: inputPalette.purpleSurface,
@@ -849,7 +857,7 @@ const styles = StyleSheet.create({
   autoDetectText: {
     color: "rgba(251,228,216,0.68)",
     fontSize: 10.5,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   autoDetectTextActive: {
     color: inputPalette.ctaCream,
@@ -878,15 +886,16 @@ const styles = StyleSheet.create({
   },
   menuPopoverCard: {
     overflow: "hidden",
-    borderRadius: 24,
+    borderRadius: auraDesignTokens.radii.lg,
     borderWidth: StyleSheet.hairlineWidth,
     borderColor: "rgba(251,228,216,0.16)",
-    backgroundColor: "rgba(38,16,54,0.74)",
+    backgroundColor: inputPalette.surfaceRaised,
     padding: 5,
   },
   menuPopoverTint: {
     ...StyleSheet.absoluteFillObject,
-    backgroundColor: "rgba(223,182,178,0.025)",
+    backgroundColor: inputPalette.accentSoft,
+    opacity: 0.22,
   },
   menuCaret: {
     position: "absolute",
@@ -895,7 +904,7 @@ const styles = StyleSheet.create({
     width: 14,
     height: 14,
     borderRadius: 3,
-    backgroundColor: "rgba(38,16,54,0.92)",
+    backgroundColor: inputPalette.surfaceRaised,
     borderRightWidth: StyleSheet.hairlineWidth,
     borderBottomWidth: StyleSheet.hairlineWidth,
     borderColor: "rgba(251,228,216,0.13)",
@@ -908,7 +917,7 @@ const styles = StyleSheet.create({
   },
   attachmentOption: {
     minHeight: 44,
-    borderRadius: 16,
+    borderRadius: auraDesignTokens.radii.sm,
     paddingHorizontal: 12,
     paddingVertical: 8,
     backgroundColor: "transparent",
@@ -917,46 +926,45 @@ const styles = StyleSheet.create({
     gap: 10,
   },
   attachmentOptionText: {
-    color: inputPalette.text,
     fontSize: 12.5,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   row: {
     flexDirection: "row",
     alignItems: "flex-end",
-    gap: 5,
+    gap: 4,
     borderRadius: COMPOSER_RADIUS,
     borderWidth: 0,
     paddingHorizontal: 0,
     minHeight: BASE_COMPOSER_HEIGHT - 8,
   },
   iconLane: {
-    width: 34,
+    width: 32,
     alignItems: "center",
     justifyContent: "center",
     alignSelf: "flex-end",
     height: BASE_ROW_HEIGHT,
   },
   sideButton: {
-    width: 32,
-    height: 32,
+    width: 31,
+    height: 31,
     borderRadius: 999,
     alignItems: "center",
     justifyContent: "center",
-    backgroundColor: "rgba(251,228,216,0.065)",
+    backgroundColor: inputPalette.surfaceMuted,
     borderWidth: StyleSheet.hairlineWidth,
-    borderColor: "rgba(251,228,216,0.12)",
+    borderColor: inputPalette.borderSoft,
   },
   sideButtonActive: {
-    backgroundColor: "rgba(223,182,178,0.16)",
-    borderColor: "rgba(251,228,216,0.22)",
+    backgroundColor: inputPalette.accentSoft,
+    borderColor: inputPalette.borderStrong,
   },
   trailingButton: {
     position: "relative",
   },
   trailingButtonSend: {
     backgroundColor: inputPalette.ctaCream,
-    borderColor: "rgba(251,228,216,0.18)",
+    borderColor: inputPalette.borderStrong,
     shadowColor: inputPalette.ctaCream,
     shadowOpacity: 0.06,
     shadowRadius: 4,
@@ -965,7 +973,7 @@ const styles = StyleSheet.create({
   },
   trailingButtonStop: {
     backgroundColor: inputPalette.secondaryCta,
-    borderColor: "rgba(251,228,216,0.16)",
+    borderColor: inputPalette.borderSoft,
   },
   trailingButtonRecording: {
     backgroundColor: "rgba(255,99,99,0.18)",
@@ -1018,7 +1026,7 @@ const styles = StyleSheet.create({
     paddingBottom: INPUT_PADDING_BOTTOM,
     marginTop: 0,
     fontFamily: Fonts.sans,
-    fontSize: 14.25,
+    fontSize: 14.5,
     lineHeight: INPUT_LINE_HEIGHT,
     letterSpacing: 0.1,
     color: inputPalette.text,
@@ -1033,7 +1041,7 @@ const styles = StyleSheet.create({
     top: 4 + INPUT_PADDING_TOP,
     opacity: 0,
     fontFamily: Fonts.sans,
-    fontSize: 14.25,
+    fontSize: 14.5,
     lineHeight: INPUT_LINE_HEIGHT,
     letterSpacing: 0.1,
     includeFontPadding: false,
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index cef36d4..5587c64 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -55,7 +55,7 @@ function OutfitMessage({
 
   return (
     <LinearGradient
-      colors={["rgba(43,18,76,0.42)", "rgba(9,0,11,0.96)"]}
+      colors={["rgba(34,31,40,0.72)", "rgba(9,8,10,0.96)"]}
       start={{ x: 0, y: 0 }}
       end={{ x: 1, y: 1 }}
       style={{
@@ -69,10 +69,10 @@ function OutfitMessage({
     >
       <View style={{ flexDirection: "row", justifyContent: "space-between", alignItems: "center" }}>
         <View style={{ gap: 4 }}>
-          <Text style={{ color: colors.textMuted, fontSize: 11.5, fontWeight: "700", letterSpacing: 0 }}>
+          <Text style={{ color: colors.textMuted, fontSize: 11.5, fontWeight: "600", letterSpacing: 0 }}>
             Stylist edit {index + 1}
           </Text>
-          <Text style={{ color: colors.text, fontSize: 19, lineHeight: 23, fontWeight: "800" }} numberOfLines={1}>
+          <Text style={{ color: colors.text, fontSize: 19, lineHeight: 23, fontWeight: "600" }} numberOfLines={1}>
             Styled for right now
           </Text>
         </View>
@@ -86,7 +86,7 @@ function OutfitMessage({
             borderColor: colors.purpleBorder,
           }}
         >
-          <Text style={{ color: colors.text, fontSize: 11, fontWeight: "800" }}>
+          <Text style={{ color: colors.text, fontSize: 11, fontWeight: "600" }}>
             {Math.round(outfit.score * 100)}% match
           </Text>
         </View>
@@ -172,10 +172,10 @@ function OutfitMessage({
                 )}
               </View>
               <View style={{ gap: 3 }}>
-                <Text style={{ color: colors.textMuted, fontSize: 11, fontWeight: "700", letterSpacing: 0 }}>
+                <Text style={{ color: colors.textMuted, fontSize: 11, fontWeight: "600", letterSpacing: 0 }}>
                   {slotLabel(slot)}
                 </Text>
-                <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "700", lineHeight: 18 }}>
+                <Text numberOfLines={2} style={{ color: colors.text, fontSize: 13, fontWeight: "600", lineHeight: 18 }}>
                   {displayName(item)}
                 </Text>
               </View>
@@ -206,7 +206,7 @@ function OutfitMessage({
             opacity: saving ? 0.6 : 1,
           }}
         >
-          <Text style={{ color: colors.ctaText, fontSize: 12, fontWeight: "800" }}>{saving ? "Saving..." : "Save to Today"}</Text>
+          <Text style={{ color: colors.ctaText, fontSize: 12, fontWeight: "600" }}>{saving ? "Saving..." : "Save to Today"}</Text>
         </AuraPressable>
         <AuraPressable
           onPress={() => onSwap(outfit)}
@@ -227,7 +227,7 @@ function OutfitMessage({
             justifyContent: "center",
           }}
         >
-          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>Swap item</Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>Swap item</Text>
         </AuraPressable>
         <AuraPressable
           onPress={() => onMoreLikeThis(outfit)}
@@ -247,7 +247,7 @@ function OutfitMessage({
             justifyContent: "center",
           }}
         >
-          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>More like this</Text>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>More like this</Text>
         </AuraPressable>
       </View>
     </LinearGradient>
diff --git a/src/components/ai/aiTheme.ts b/src/components/ai/aiTheme.ts
index 09687ef..0e101bd 100644
--- a/src/components/ai/aiTheme.ts
+++ b/src/components/ai/aiTheme.ts
@@ -9,8 +9,8 @@ export const auraTheme = {
   gradientAura: palette.gradients.aura,
   surface: palette.colors.surfaceGlass,
   surfaceStrong: palette.colors.surfaceElevated,
-  surfaceSoft: palette.colors.chipBackground,
-  surfaceSofter: "rgba(255,255,255,0.03)",
+  surfaceSoft: palette.colors.surfaceMuted,
+  surfaceSofter: palette.colors.surfaceMuted,
   border: palette.colors.border,
   borderSoft: palette.colors.borderSoft,
   borderAccent: palette.colors.purpleBorder,
@@ -21,10 +21,10 @@ export const auraTheme = {
   glow: palette.colors.purpleGlow,
   textMuted: palette.colors.textSecondary,
   textFaint: palette.colors.textMuted,
-  userBubble: palette.colors.purpleSurface,
-  userBubbleEdge: palette.colors.purpleBorder,
-  danger: "rgba(255,77,79,0.16)",
-  dangerBorder: "rgba(255,77,79,0.26)",
+  userBubble: palette.colors.surfaceElevated,
+  userBubbleEdge: palette.colors.borderStrong,
+  danger: palette.colors.dangerSurface,
+  dangerBorder: palette.colors.dangerBorder,
 };
 
 export function auraShadow(opacity = 0.22) {
diff --git a/src/components/aura/AuraGlassCard.tsx b/src/components/aura/AuraGlassCard.tsx
index bafcbaf..6a39ff2 100644
--- a/src/components/aura/AuraGlassCard.tsx
+++ b/src/components/aura/AuraGlassCard.tsx
@@ -25,7 +25,7 @@ function CardBackdrop({ intensity, warmHero }: { intensity: number; warmHero?: b
           StyleSheet.absoluteFill,
           {
             backgroundColor: warmHero
-              ? "rgba(43,18,76,0.16)"
+              ? "rgba(24,22,30,0.36)"
               : intensity >= 26
                 ? palette.colors.surfaceBase
                 : palette.colors.surfaceSoft,
@@ -97,7 +97,7 @@ export default function AuraGlassCard({
       ]
     : [
         "rgba(223,182,178,0.22)",
-        "rgba(82,43,91,0.18)",
+        "rgba(34,31,40,0.22)",
         "rgba(251,228,216,0.12)",
       ];
 
diff --git a/src/components/aura/AuraGradientButton.tsx b/src/components/aura/AuraGradientButton.tsx
index 19a47ef..4cbc3d7 100644
--- a/src/components/aura/AuraGradientButton.tsx
+++ b/src/components/aura/AuraGradientButton.tsx
@@ -91,7 +91,7 @@ const styles = StyleSheet.create({
   label: {
     color: Colors.dark.ctaText,
     fontSize: 16,
-    fontWeight: "700",
+    fontWeight: "600",
     fontFamily: Fonts.sans,
     letterSpacing: 0.4,
   },
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index ced3c76..f07fc46 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -30,6 +30,14 @@ import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { ItemDetailSheet } from "@/src/components/aura/ItemDetailSheet";
 import { AccessoryStrip } from "@/src/components/outfit/AccessoryStrip";
+import {
+  AuraButton,
+  AuraIconButton,
+  AuraSheetBackdrop,
+  AuraSheetSurface,
+  AuraText,
+  auraDesignTokens,
+} from "@/src/components/ui/auraStylePrimitives";
 import {
   ACTION_GAP,
   CHIP_BORDER_WIDTH,
@@ -80,7 +88,6 @@ const BOARD_MAX_WIDTH = 760;
 const HOME_BOARD_MAX_WIDTH = 520;
 const BOARD_ASPECT_RATIO = 1;
 const HOME_BOARD_ASPECT_RATIO = 0.72;
-const ACTION_HIT_SLOP = 6;
 
 type AccessoryImageSlot =
   | "top-left-chain"
@@ -253,8 +260,203 @@ function deriveEditorialSubtitle(look: AuraLook) {
   return `${source.slice(0, 85).trimEnd()}...`;
 }
 
-function getItemLabel(item?: AuraLayoutItem | null) {
-  return item?.itemName ?? "";
+function labelFromStyleIdentity(value?: string | null) {
+  const normalized = String(value ?? "").trim();
+  if (!normalized) return "";
+  return titleCase(normalized.replace(/_/g, " "));
+}
+
+function colorBalanceLabel(score?: number) {
+  if (typeof score !== "number" || !Number.isFinite(score)) {
+    return "Color balance";
+  }
+  if (score >= 82) return "Strong color balance";
+  if (score >= 68) return "Balanced color";
+  return "Needs color edit";
+}
+
+function deriveStylingIntelligenceLine(look: AuraLook) {
+  const intelligence = look.stylingIntelligence;
+  const score = intelligence?.overallScore;
+  if (typeof score !== "number" || !Number.isFinite(score)) return "";
+  const styleLabel =
+    labelFromStyleIdentity(intelligence?.styleIdentity) ||
+    cleanShortLabel(look.vibe);
+  const colorLabel = colorBalanceLabel(intelligence?.colorScore);
+  return [styleLabel, colorLabel, String(Math.round(score))]
+    .filter(Boolean)
+    .join(" · ");
+}
+
+function formatListSummary(values: string[], limit = 2) {
+  const visible = values.slice(0, limit);
+  const hiddenCount = Math.max(0, values.length - visible.length);
+  if (!visible.length) return "";
+  return `${visible.join(", ")}${hiddenCount ? ` +${hiddenCount}` : ""}`;
+}
+
+function deriveOwnershipSummary(closetItems: string[], missingPieces: string[], totalPieces: number) {
+  const ownedLabel =
+    closetItems.length > 0
+      ? `${closetItems.length} closet ${closetItems.length === 1 ? "piece" : "pieces"}`
+      : totalPieces > 0
+        ? `${totalPieces} styled ${totalPieces === 1 ? "piece" : "pieces"}`
+        : "";
+  const missingLabel = missingPieces.length
+    ? `Missing: ${formatListSummary(missingPieces)}`
+    : closetItems.length
+      ? "Complete from your closet"
+      : "";
+  return [ownedLabel, missingLabel].filter(Boolean).join(" · ");
+}
+
+type OverflowLookAction = {
+  key: string;
+  label: string;
+  detail?: string;
+  icon: keyof typeof Ionicons.glyphMap;
+  disabled?: boolean;
+  loading?: boolean;
+  destructive?: boolean;
+  onPress: () => void;
+};
+
+function buildOverflowActions({
+  look,
+  option,
+  onAction,
+  onPressPlan,
+  onPressRegenerate,
+  regenerating,
+  missingPiecesCount,
+  primaryAction,
+}: {
+  look: AuraLook;
+  option?: AuraLookOptionMeta;
+  onAction?: Props["onAction"];
+  onPressPlan?: () => void;
+  onPressRegenerate?: () => void;
+  regenerating: boolean;
+  missingPiecesCount: number;
+  primaryAction: AuraLookAction;
+}): OverflowLookAction[] {
+  const supportedActions = new Set(look.actions ?? []);
+  const actions: OverflowLookAction[] = [];
+  const callAction = (action: AuraLookAction) => () => onAction?.(action, look, option);
+
+  if (primaryAction !== "saveLook" && onAction) {
+    actions.push({
+      key: "saveLook",
+      label: "Save look",
+      detail: "Keep this edit in your looks",
+      icon: "bookmark-outline",
+      onPress: callAction("saveLook"),
+    });
+  }
+
+  if (primaryAction !== "planForToday" && (onPressPlan || onAction)) {
+    actions.push({
+      key: "planForToday",
+      label: "Plan for today",
+      detail: "Attach it to today",
+      icon: "calendar-outline",
+      onPress: onPressPlan ?? callAction("planForToday"),
+    });
+  }
+
+  if (primaryAction !== "wearToday" && onAction && supportedActions.has("wearToday")) {
+    actions.push({
+      key: "wearToday",
+      label: "Mark worn today",
+      detail: "Log this outfit",
+      icon: "checkmark-circle-outline",
+      onPress: callAction("wearToday"),
+    });
+  }
+
+  if (missingPiecesCount > 0 && onAction) {
+    actions.push({
+      key: "shopMissingPieces",
+      label: "Shop missing pieces",
+      detail: "Turn gaps into a shopping brief",
+      icon: "search-outline",
+      onPress: callAction("shopMissingPieces"),
+    });
+  }
+
+  if (onPressRegenerate) {
+    actions.push({
+      key: "regenerate",
+      label: regenerating ? "Trying another edit" : "Try another edit",
+      detail: "Regenerate this outfit",
+      icon: "refresh-outline",
+      disabled: regenerating,
+      loading: regenerating,
+      onPress: onPressRegenerate,
+    });
+  }
+
+  const feedbackActions: {
+    action: AuraLookAction;
+    label: string;
+    detail: string;
+    icon: keyof typeof Ionicons.glyphMap;
+    destructive?: boolean;
+  }[] = [
+    {
+      action: "likeLook",
+      label: "More like this",
+      detail: "Teach AURA what works",
+      icon: "heart-outline",
+    },
+    {
+      action: "showMoreLikeThis",
+      label: "Show similar edits",
+      detail: "Keep this direction",
+      icon: "albums-outline",
+    },
+    {
+      action: "lessLikeThis",
+      label: "Less like this",
+      detail: "Move away from this lane",
+      icon: "remove-circle-outline",
+    },
+    {
+      action: "notMyVibe",
+      label: "Not my vibe",
+      detail: "Ask AURA to redirect",
+      icon: "close-circle-outline",
+      destructive: true,
+    },
+    {
+      action: "useOnlyMyCloset",
+      label: "Use only my closet",
+      detail: "Remove suggested pieces",
+      icon: "shirt-outline",
+    },
+    {
+      action: "makeItDressier",
+      label: "Make it dressier",
+      detail: "Elevate the same intent",
+      icon: "diamond-outline",
+    },
+  ];
+
+  if (onAction) {
+    feedbackActions.forEach((entry) => {
+      if (!supportedActions.has(entry.action)) return;
+      actions.push({
+        key: entry.action,
+        label: entry.label,
+        detail: entry.detail,
+        icon: entry.icon,
+        destructive: entry.destructive,
+        onPress: callAction(entry.action),
+      });
+    });
+  }
+
+  return actions;
 }
 
 function getCategoryPadding(
@@ -412,6 +614,8 @@ function BoardImage({
       <TouchableOpacity
         activeOpacity={0.85}
         hitSlop={16}
+        accessibilityRole="button"
+        accessibilityLabel={`View ${item.itemName || item.role} details`}
         style={[
           styles.absolutePiece,
           Platform.OS === "android" ? styles.absolutePieceAndroid : null,
@@ -494,17 +698,9 @@ export const AuraLookCard = memo(function AuraLookCard({
   const colors = providedColors ?? appColors;
   const { width: screenWidth } = useWindowDimensions();
   const [selectedItem, setSelectedItem] = useState<AuraLayoutItem | null>(null);
-  const [closetExpanded, setClosetExpanded] = useState(false);
   const [closetSheetVisible, setClosetSheetVisible] = useState(false);
+  const [actionSheetVisible, setActionSheetVisible] = useState(false);
   const reduceMotion = useReduceMotion();
-  const canLikeLook = look.actions.includes("likeLook");
-  const canNotMyVibe = look.actions.includes("notMyVibe");
-  const canShowMoreLikeThis = look.actions.includes("showMoreLikeThis");
-  const canLessLikeThis = look.actions.includes("lessLikeThis");
-  const canShopMissingPieces = look.actions.includes("shopMissingPieces");
-  const canUseOnlyMyCloset = look.actions.includes("useOnlyMyCloset");
-  const canMakeItDressier = look.actions.includes("makeItDressier");
-
   const effectiveVariant = boardVariant ?? (swipeVariant ? "swipe" : "chat");
   const isStudio = effectiveVariant === "studio";
   const isHome = effectiveVariant === "home";
@@ -526,6 +722,7 @@ export const AuraLookCard = memo(function AuraLookCard({
   );
   const displayTitle = deriveEditorialLookTitle(look);
   const displayReason = deriveEditorialSubtitle(look);
+  const stylingIntelligenceLine = deriveStylingIntelligenceLine(look);
   const directionLabel = normalizeDirectionLabel(
     option?.optionLabel,
     look.personalizationLabel,
@@ -540,16 +737,6 @@ export const AuraLookCard = memo(function AuraLookCard({
     () => Array.from(new Set((look.fromCloset ?? []).filter(Boolean))),
     [look.fromCloset],
   );
-  const visibleClosetLimit = isCondensed ? (swipeVariant ? 2 : 3) : 5;
-  const visibleClosetItems =
-    closetExpanded && !swipeVariant
-      ? closetItems
-      : closetItems.slice(0, visibleClosetLimit);
-  const hiddenClosetCount = Math.max(
-    0,
-    closetItems.length - visibleClosetLimit,
-  );
-  const showClosetToggle = closetItems.length > visibleClosetLimit;
 
   const renderPlan = useMemo(
     () => buildRenderPlan(look, itemsById, { variant: effectiveVariant }),
@@ -569,19 +756,63 @@ export const AuraLookCard = memo(function AuraLookCard({
   }, [look]);
 
   useEffect(() => {
-    setClosetExpanded(false);
     setClosetSheetVisible(false);
+    setActionSheetVisible(false);
   }, [animationKey]);
-  const overflowLabels = Array.from(
-    new Set(
-      renderPlan.overflowItems
-        .map((item) => getItemLabel(item))
-        .filter(Boolean),
-    ),
-  ).slice(0, isCondensed ? 2 : 3);
+  const missingPieces = useMemo(
+    () => Array.from(new Set((look.addToComplete ?? []).filter(Boolean))),
+    [look.addToComplete],
+  );
+  const ownershipSummary = deriveOwnershipSummary(
+    closetItems,
+    missingPieces,
+    look.pieces?.length ?? 0,
+  );
+  const editorialMeta = [directionLabel, vibeLabel].filter(Boolean).join(" / ");
+  const primaryAction: AuraLookAction =
+    look.actions?.includes("wearToday") && onAction && !onPressSave
+      ? "wearToday"
+      : "saveLook";
+  const primaryLabel = primaryAction === "wearToday" ? "Wear this" : "Save look";
+  const primaryPress =
+    primaryAction === "wearToday"
+      ? onAction
+        ? () => onAction("wearToday", look, option ?? undefined)
+        : undefined
+      : onPressSave ??
+        (onAction
+          ? () => onAction("saveLook", look, option ?? undefined)
+          : undefined);
+  const overflowActions = useMemo(
+    () =>
+      buildOverflowActions({
+        look,
+        option: option ?? undefined,
+        onAction,
+        onPressPlan,
+        onPressRegenerate,
+        regenerating,
+        missingPiecesCount: missingPieces.length,
+        primaryAction,
+      }),
+    [
+      look,
+      missingPieces.length,
+      onAction,
+      onPressPlan,
+      onPressRegenerate,
+      option,
+      primaryAction,
+      regenerating,
+    ],
+  );
+  const hasActionRow = Boolean(primaryPress) || overflowActions.length > 0;
+  const isBoardEmpty =
+    !renderPlan.placedItems.length && !renderPlan.stripItems.length;
 
   const boardContent = (
     <View
+      accessibilityLabel={`${displayTitle} outfit preview`}
       style={[
         styles.board,
         compact ? styles.boardCompact : null,
@@ -626,6 +857,14 @@ export const AuraLookCard = memo(function AuraLookCard({
           homeScale={isHome}
         />
       ))}
+      {isBoardEmpty ? (
+        <View pointerEvents="none" style={styles.emptyBoardState}>
+          <Ionicons name="images-outline" size={22} color={colors.textOnLightSecondary} />
+          <Text style={[styles.emptyBoardText, { color: colors.textOnLightSecondary }]}>
+            Outfit preview unavailable
+          </Text>
+        </View>
+      ) : null}
     </View>
   );
 
@@ -648,158 +887,109 @@ export const AuraLookCard = memo(function AuraLookCard({
         style,
       ]}
     >
-      <View style={styles.topRow}>
-        <View style={styles.labelRow}>
-          {!!directionLabel && (
-            <View
-              style={[
-                styles.headerChip,
-                isHome ? styles.headerChipHome : null,
-                styles.directionChip,
-                {
-                  backgroundColor: colors.purpleSurface,
-                  borderColor: colors.purpleBorder,
-                },
-              ]}
-            >
-              <View
-                style={[
-                  styles.directionDot,
-                  isHome ? styles.directionDotHome : null,
-                  { backgroundColor: colors.softPurple },
-                ]}
-              />
-              <Text
-                style={[
-                  styles.directionChipText,
-                  { color: colors.lightPurple },
-                ]}
-              >
-                {directionLabel}
-              </Text>
-            </View>
-          )}
-          {!!vibeLabel && (
-            <View
-              style={[
-                styles.headerChip,
-                isHome ? styles.headerChipHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
-            >
-              <Text
-                style={[styles.vibeChipText, { color: colors.textSecondary }]}
-              >
-                {vibeLabel}
-              </Text>
-            </View>
-          )}
-        </View>
-      </View>
-
       {boardContent}
 
       <View
         style={[
-          styles.copyBlock,
-          isHome ? styles.copyBlockHome : null,
-          swipeVariant ? styles.copyBlockSwipe : null,
-          isStudio ? styles.copyBlockStudio : null,
+          styles.editorialBlock,
+          isHome ? styles.editorialBlockHome : null,
+          swipeVariant ? styles.editorialBlockSwipe : null,
+          isStudio ? styles.editorialBlockStudio : null,
         ]}
       >
+        {!!editorialMeta && (
+          <AuraText
+            variant="metadata"
+            tone="accent"
+            numberOfLines={1}
+            style={[
+              styles.editorialMeta,
+              isHome ? styles.editorialMetaHome : null,
+            ]}
+          >
+            {editorialMeta}
+          </AuraText>
+        )}
+
         {!!displayTitle && (
-          <Text
+          <AuraText
+            variant="heading"
             numberOfLines={1}
             style={[
               styles.title,
               compact ? styles.titleCompact : null,
               isHome ? styles.titleHome : null,
               swipeVariant ? styles.titleSwipe : null,
-              { color: colors.textPrimary },
             ]}
           >
             {displayTitle}
-          </Text>
+          </AuraText>
         )}
 
         {!!displayReason && (
-          <Text
+          <AuraText
+            variant="body"
+            tone="secondary"
             numberOfLines={swipeVariant ? 2 : isHome ? 1 : 2}
             style={[
               styles.subtitle,
               compact ? styles.subtitleCompact : null,
               isHome ? styles.subtitleHome : null,
               swipeVariant ? styles.subtitleSwipe : null,
-              { color: colors.textSecondary },
             ]}
           >
             {displayReason}
-          </Text>
+          </AuraText>
         )}
-      </View>
 
-      {!!visibleClosetItems.length && (
-        <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
-          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>
-            From your closet
-          </Text>
-          <View style={styles.closetChips}>
-            {visibleClosetItems.map((item, index) => (
-              <View
-                key={`${look.lookTitle}-${item}-${index}`}
-                style={[
-                  styles.closetChip,
-                  isHome ? styles.closetChipHome : null,
-                  {
-                    backgroundColor: colors.purpleSurface,
-                    borderColor: colors.purpleBorder,
-                  },
-                ]}
-              >
-                <Text
-                  numberOfLines={1}
-                  style={[styles.closetChipText, { color: colors.textPrimary }]}
-                >
-                  {item}
-                </Text>
-              </View>
-            ))}
-            {showClosetToggle ? (
-              <AuraPressable
-                onPress={() => {
-                  if (swipeVariant) {
-                    setClosetSheetVisible(true);
-                    return;
-                  }
-                  setClosetExpanded((value) => !value);
-                }}
-                haptic="selection"
-                hapticTrigger="press"
-                pressedScale={0.96}
-                pressedOpacity={0.88}
-                style={[
-                  styles.closetChip,
-                  isHome ? styles.closetChipHome : null,
-                  styles.moreChip,
-                  {
-                    backgroundColor: colors.purpleSurface,
-                    borderColor: colors.purpleBorder,
-                  },
-                ]}
+        {!!stylingIntelligenceLine && (
+          <AuraText
+            variant="metadata"
+            tone="accent"
+            numberOfLines={1}
+            style={[
+              styles.stylingIntelligenceLine,
+              isHome ? styles.stylingIntelligenceLineHome : null,
+              swipeVariant ? styles.stylingIntelligenceLineSwipe : null,
+            ]}
+          >
+            {stylingIntelligenceLine}
+          </AuraText>
+        )}
+
+        {!!ownershipSummary && (
+          closetItems.length ? (
+            <AuraPressable
+              accessibilityRole="button"
+              accessibilityLabel="View included closet pieces"
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.99}
+              pressedOpacity={0.82}
+              onPress={() => setClosetSheetVisible(true)}
+              style={styles.summaryPressable}
+            >
+              <AuraText
+                variant="caption"
+                tone="secondary"
+                numberOfLines={2}
+                style={styles.summaryText}
               >
-                <Text
-                  style={[styles.closetChipText, { color: colors.lightPurple }]}
-                >
-                  {closetExpanded ? "Show less" : `+${hiddenClosetCount} more`}
-                </Text>
-              </AuraPressable>
-            ) : null}
-          </View>
-        </View>
-      )}
+                {ownershipSummary}
+              </AuraText>
+            </AuraPressable>
+          ) : (
+            <AuraText
+              variant="caption"
+              tone="secondary"
+              numberOfLines={2}
+              style={styles.summaryText}
+            >
+              {ownershipSummary}
+            </AuraText>
+          )
+        )}
+      </View>
 
       <Modal
         visible={closetSheetVisible}
@@ -807,45 +997,29 @@ export const AuraLookCard = memo(function AuraLookCard({
         animationType="fade"
         onRequestClose={() => setClosetSheetVisible(false)}
       >
-        <View style={styles.closetSheetRoot}>
+        <AuraSheetBackdrop style={styles.sheetRoot}>
           <Pressable
             accessibilityLabel="Close closet items"
             style={StyleSheet.absoluteFill}
             onPress={() => setClosetSheetVisible(false)}
           />
-          <View
-            style={[
-              styles.closetSheetCard,
-              {
-                backgroundColor: colors.surfaceElevated,
-                borderColor: colors.border,
-              },
-            ]}
-          >
+          <AuraSheetSurface style={styles.closetSheetCard}>
             <View style={styles.closetSheetHeader}>
               <View>
-                <Text style={[styles.closetSheetEyebrow, { color: colors.softPurple }]}>
+                <AuraText variant="metadata" tone="accent" style={styles.closetSheetEyebrow}>
                   From your closet
-                </Text>
-                <Text style={[styles.closetSheetTitle, { color: colors.textPrimary }]}>
+                </AuraText>
+                <AuraText variant="section" style={styles.closetSheetTitle}>
                   Included pieces
-                </Text>
+                </AuraText>
               </View>
-              <Pressable
-                accessibilityLabel="Close included pieces"
+              <AuraIconButton
+                icon="close"
+                label="Close included pieces"
                 onPress={() => setClosetSheetVisible(false)}
-                style={[
-                  styles.closetSheetClose,
-                  {
-                    backgroundColor: colors.surfaceSoft,
-                    borderColor: colors.border,
-                  },
-                ]}
-              >
-                <Text style={[styles.closetSheetCloseText, { color: colors.textPrimary }]}>
-                  Close
-                </Text>
-              </Pressable>
+                variant="tertiary"
+                size="small"
+              />
             </View>
             <ScrollView
               style={styles.closetSheetScroll}
@@ -858,407 +1032,66 @@ export const AuraLookCard = memo(function AuraLookCard({
                   style={[
                     styles.closetSheetRow,
                     {
-                      backgroundColor: colors.surfaceSoft,
-                      borderColor: colors.border,
+                      backgroundColor: colors.surfaceMuted,
+                      borderColor: colors.borderSoft,
                     },
                   ]}
                 >
-                  <Text style={[styles.closetSheetIndex, { color: colors.softPurple }]}>
+                  <AuraText variant="metadata" tone="accent" style={styles.closetSheetIndex}>
                     {String(index + 1).padStart(2, "0")}
-                  </Text>
-                  <Text
+                  </AuraText>
+                  <AuraText
+                    variant="bodyStrong"
                     numberOfLines={1}
-                    style={[styles.closetSheetItem, { color: colors.textPrimary }]}
+                    style={styles.closetSheetItem}
                   >
                     {item}
-                  </Text>
+                  </AuraText>
                 </View>
               ))}
             </ScrollView>
-          </View>
-        </View>
+          </AuraSheetSurface>
+        </AuraSheetBackdrop>
       </Modal>
 
-      {!!overflowLabels.length && (
-        <View style={[styles.metaBlock, isHome ? styles.metaBlockHome : null]}>
-          <Text style={[styles.metaLabel, { color: colors.softPurple }]}>
-            Also included
-          </Text>
-          <View style={styles.closetChips}>
-            {overflowLabels.map((item) => (
-              <View
-                key={`${look.lookTitle}-extra-${item}`}
-                style={[
-                  styles.closetChip,
-                  isHome ? styles.closetChipHome : null,
-                  {
-                    backgroundColor: colors.chipBackground,
-                    borderColor: colors.border,
-                  },
-                ]}
-              >
-                <Text
-                  numberOfLines={1}
-                  style={[styles.closetChipText, { color: colors.textPrimary }]}
-                >
-                  {item}
-                </Text>
-              </View>
-            ))}
-          </View>
-        </View>
-      )}
-
-      {!hideActions ? (
+      {!hideActions && hasActionRow ? (
         <View style={[styles.actions, isHome ? styles.actionsHome : null]}>
-          <AuraPressable
-            hitSlop={ACTION_HIT_SLOP}
-            style={[
-              styles.actionButton,
-              isHome ? styles.actionButtonHome : null,
-              styles.primaryButton,
-              { backgroundColor: colors.ctaCream, borderColor: "transparent" },
-            ]}
+          <AuraButton
+            label={primaryLabel}
+            iconLeft={primaryAction === "wearToday" ? "checkmark-circle-outline" : "bookmark-outline"}
+            onPress={primaryPress}
+            disabled={!primaryPress}
+            variant="primary"
+            size="default"
             haptic="light"
             hapticTrigger="press"
-            pressedScale={0.97}
-            pressedOpacity={0.92}
-            onPress={
-              onPressSave ??
-              (onAction
-                ? () => onAction("saveLook", look, option ?? undefined)
-                : undefined)
-            }
-          >
-            <Text style={[styles.primaryButtonText, { color: colors.ctaText }]}>
-              Save look
-            </Text>
-          </AuraPressable>
-
-          <AuraPressable
-            hitSlop={ACTION_HIT_SLOP}
             style={[
-              styles.actionButton,
-              isHome ? styles.actionButtonHome : null,
-              styles.secondaryButton,
-              {
-                backgroundColor: isHome
-                  ? "rgba(9,0,11,0.22)"
-                  : colors.surfaceSoft,
-                borderColor: "rgba(251,228,216,0.14)",
-              },
+              styles.primaryCta,
+              isHome ? styles.primaryCtaHome : null,
+              { flex: 1 },
             ]}
-            haptic="light"
-            hapticTrigger="press"
-            pressedScale={0.97}
-            pressedOpacity={0.92}
-            onPress={
-              onPressPlan ??
-              (onAction
-                ? () => onAction("planForToday", look, option ?? undefined)
-                : undefined)
-            }
-          >
-            <Text
-              style={[
-                styles.secondaryButtonText,
-                { color: colors.textPrimary },
-              ]}
-            >
-              Plan for today
-            </Text>
-          </AuraPressable>
-
-          {onPressRegenerate ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              disabled={regenerating}
-              style={[
-                styles.actionButton,
-                isHome ? styles.actionButtonHome : null,
-                styles.secondaryButton,
-                styles.regenerateButton,
-                {
-                  backgroundColor: isHome
-                    ? "rgba(9,0,11,0.22)"
-                    : colors.surfaceSoft,
-                  borderColor: "rgba(251,228,216,0.14)",
-                  opacity: regenerating ? 0.72 : 1,
-                },
-              ]}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.97}
-              pressedOpacity={0.92}
-              onPress={onPressRegenerate}
-            >
-              {regenerating ? (
-                <ActivityIndicator size="small" color={colors.textPrimary} />
-              ) : (
-                <Ionicons
-                  name="refresh-outline"
-                  size={14}
-                  color={colors.textPrimary}
-                />
-              )}
-              <Text
-                numberOfLines={1}
-                style={[
-                  styles.secondaryButtonText,
-                  styles.regenerateButtonText,
-                  { color: colors.textPrimary },
-                ]}
-              >
-                {regenerating ? "Regenerating" : "Regenerate"}
-              </Text>
-            </AuraPressable>
-          ) : null}
-        </View>
-      ) : null}
-
-      {!hideActions &&
-      (canLikeLook ||
-        canNotMyVibe ||
-        canShowMoreLikeThis ||
-        canLessLikeThis) ? (
-        <View
-          style={[
-            styles.tertiaryActions,
-            isHome ? styles.tertiaryActionsHome : null,
-          ]}
-        >
-          {canLikeLook ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              style={[
-                styles.tertiaryAction,
-                isHome ? styles.tertiaryActionHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.96}
-              pressedOpacity={0.88}
-              onPress={
-                onAction
-                  ? () => onAction("likeLook", look, option ?? undefined)
-                  : undefined
-              }
-            >
-              <Text
-                style={[
-                  styles.tertiaryActionText,
-                  { color: colors.textSecondary },
-                ]}
-              >
-                Like
-              </Text>
-            </AuraPressable>
-          ) : null}
-          {canNotMyVibe ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              style={[
-                styles.tertiaryAction,
-                isHome ? styles.tertiaryActionHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.96}
-              pressedOpacity={0.88}
-              onPress={
-                onAction
-                  ? () => onAction("notMyVibe", look, option ?? undefined)
-                  : undefined
-              }
-            >
-              <Text
-                style={[
-                  styles.tertiaryActionText,
-                  { color: colors.textSecondary },
-                ]}
-              >
-                Not my vibe
-              </Text>
-            </AuraPressable>
-          ) : null}
-          {canShowMoreLikeThis ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              style={[
-                styles.tertiaryAction,
-                isHome ? styles.tertiaryActionHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.96}
-              pressedOpacity={0.88}
-              onPress={
-                onAction
-                  ? () =>
-                      onAction("showMoreLikeThis", look, option ?? undefined)
-                  : undefined
-              }
-            >
-              <Text
-                style={[
-                  styles.tertiaryActionText,
-                  { color: colors.textSecondary },
-                ]}
-              >
-                More like this
-              </Text>
-            </AuraPressable>
-          ) : null}
-          {canLessLikeThis ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              style={[
-                styles.tertiaryAction,
-                isHome ? styles.tertiaryActionHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
+            textStyle={styles.primaryCtaText}
+          />
+          {overflowActions.length ? (
+            <AuraIconButton
+              icon="ellipsis-horizontal"
+              label="More outfit actions"
+              onPress={() => setActionSheetVisible(true)}
+              variant="secondary"
+              size="default"
               haptic="selection"
               hapticTrigger="press"
-              pressedScale={0.96}
-              pressedOpacity={0.88}
-              onPress={
-                onAction
-                  ? () => onAction("lessLikeThis", look, option ?? undefined)
-                  : undefined
-              }
-            >
-              <Text
-                style={[
-                  styles.tertiaryActionText,
-                  { color: colors.textSecondary },
-                ]}
-              >
-                Less like this
-              </Text>
-            </AuraPressable>
+              style={isHome ? styles.overflowButtonHome : undefined}
+            />
           ) : null}
         </View>
       ) : null}
 
-      {!hideActions &&
-      (canShopMissingPieces || canUseOnlyMyCloset || canMakeItDressier) ? (
-        <View
-          style={[
-            styles.tertiaryActions,
-            isHome ? styles.tertiaryActionsHome : null,
-          ]}
-        >
-          {canUseOnlyMyCloset ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              style={[
-                styles.tertiaryAction,
-                isHome ? styles.tertiaryActionHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.96}
-              pressedOpacity={0.88}
-              onPress={
-                onAction
-                  ? () => onAction("useOnlyMyCloset", look, option ?? undefined)
-                  : undefined
-              }
-            >
-              <Text
-                style={[
-                  styles.tertiaryActionText,
-                  { color: colors.textSecondary },
-                ]}
-              >
-                Use only my closet
-              </Text>
-            </AuraPressable>
-          ) : null}
-          {canMakeItDressier ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              style={[
-                styles.tertiaryAction,
-                isHome ? styles.tertiaryActionHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.96}
-              pressedOpacity={0.88}
-              onPress={
-                onAction
-                  ? () => onAction("makeItDressier", look, option ?? undefined)
-                  : undefined
-              }
-            >
-              <Text
-                style={[
-                  styles.tertiaryActionText,
-                  { color: colors.textSecondary },
-                ]}
-              >
-                Make it dressier
-              </Text>
-            </AuraPressable>
-          ) : null}
-          {canShopMissingPieces ? (
-            <AuraPressable
-              hitSlop={ACTION_HIT_SLOP}
-              style={[
-                styles.tertiaryAction,
-                isHome ? styles.tertiaryActionHome : null,
-                {
-                  backgroundColor: colors.surfaceSoft,
-                  borderColor: colors.border,
-                },
-              ]}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.96}
-              pressedOpacity={0.88}
-              onPress={
-                onAction
-                  ? () =>
-                      onAction("shopMissingPieces", look, option ?? undefined)
-                  : undefined
-              }
-            >
-              <Text
-                style={[
-                  styles.tertiaryActionText,
-                  { color: colors.textSecondary },
-                ]}
-              >
-                What am I missing?
-              </Text>
-            </AuraPressable>
-          ) : null}
-        </View>
-      ) : null}
+      <ActionOverflowSheet
+        visible={actionSheetVisible}
+        actions={overflowActions}
+        onDismiss={() => setActionSheetVisible(false)}
+      />
 
       <ItemDetailSheet
         item={selectedItem}
@@ -1280,44 +1113,154 @@ export const AuraLookCard = memo(function AuraLookCard({
   );
 });
 
+function ActionOverflowSheet({
+  visible,
+  actions,
+  onDismiss,
+}: {
+  visible: boolean;
+  actions: OverflowLookAction[];
+  onDismiss: () => void;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Modal
+      visible={visible}
+      transparent
+      animationType="fade"
+      onRequestClose={onDismiss}
+    >
+      <AuraSheetBackdrop style={styles.sheetRoot}>
+        <Pressable
+          accessibilityLabel="Close outfit actions"
+          style={StyleSheet.absoluteFill}
+          onPress={onDismiss}
+        />
+        <AuraSheetSurface style={styles.actionSheetCard}>
+          <View style={styles.actionSheetHeader}>
+            <View style={{ flex: 1, gap: 2 }}>
+              <AuraText variant="metadata" tone="accent" style={styles.closetSheetEyebrow}>
+                Outfit actions
+              </AuraText>
+              <AuraText variant="section">More options</AuraText>
+            </View>
+            <AuraIconButton
+              icon="close"
+              label="Close outfit actions"
+              onPress={onDismiss}
+              variant="tertiary"
+              size="small"
+            />
+          </View>
+
+          <View style={styles.actionSheetList}>
+            {actions.map((action) => (
+              <AuraPressable
+                key={action.key}
+                disabled={action.disabled}
+                accessibilityRole="button"
+                accessibilityLabel={action.label}
+                onPress={() => {
+                  if (action.disabled) return;
+                  onDismiss();
+                  action.onPress();
+                }}
+                haptic="selection"
+                hapticTrigger="press"
+                pressedScale={0.99}
+                pressedOpacity={0.86}
+                style={({ pressed }) => [
+                  styles.actionSheetRow,
+                  {
+                    backgroundColor: pressed ? colors.surfaceElevated : colors.surfaceMuted,
+                    borderColor: colors.borderSoft,
+                    opacity: action.disabled ? 0.56 : 1,
+                  },
+                ]}
+              >
+                <View
+                  style={[
+                    styles.actionSheetIcon,
+                    {
+                      backgroundColor: action.destructive ? colors.dangerSurface : colors.accentSoft,
+                      borderColor: action.destructive ? colors.dangerBorder : colors.borderSoft,
+                    },
+                  ]}
+                >
+                  {action.loading ? (
+                    <ActivityIndicator size="small" color={colors.textSecondary} />
+                  ) : (
+                    <Ionicons
+                      name={action.icon}
+                      size={17}
+                      color={action.destructive ? colors.destructive : colors.accent}
+                    />
+                  )}
+                </View>
+                <View style={{ flex: 1, minWidth: 0, gap: 2 }}>
+                  <AuraText
+                    variant="bodyStrong"
+                    tone={action.destructive ? "destructive" : "primary"}
+                    numberOfLines={1}
+                    style={styles.actionSheetTitle}
+                  >
+                    {action.label}
+                  </AuraText>
+                  {!!action.detail && (
+                    <AuraText variant="caption" tone="secondary" numberOfLines={1}>
+                      {action.detail}
+                    </AuraText>
+                  )}
+                </View>
+                <Ionicons name="chevron-forward" size={16} color={colors.textMuted} />
+              </AuraPressable>
+            ))}
+          </View>
+        </AuraSheetSurface>
+      </AuraSheetBackdrop>
+    </Modal>
+  );
+}
+
 const styles = StyleSheet.create({
   card: {
-    gap: 10,
-    paddingHorizontal: 14,
-    paddingTop: 14,
+    gap: 14,
+    paddingHorizontal: 12,
+    paddingTop: 12,
     paddingBottom: 13,
-    borderRadius: 24,
+    borderRadius: auraDesignTokens.radii.xl,
     backgroundColor: auraColors.surface,
     borderWidth: CHIP_BORDER_WIDTH,
     borderColor: auraColors.borderDark,
   },
   cardCompact: {
-    gap: 7,
+    gap: 11,
     paddingHorizontal: 12,
     paddingTop: 12,
-    paddingBottom: 10,
-    borderRadius: 22,
+    paddingBottom: 12,
+    borderRadius: auraDesignTokens.radii.lg,
   },
   cardHome: {
-    gap: 8,
+    gap: 12,
     paddingHorizontal: 12,
     paddingTop: 12,
-    paddingBottom: 10,
-    borderRadius: 24,
+    paddingBottom: 12,
+    borderRadius: auraDesignTokens.radii.lg,
   },
   cardSwipe: {
-    gap: 7,
+    gap: 11,
     paddingHorizontal: 12,
     paddingTop: 12,
-    paddingBottom: 10,
-    borderRadius: 22,
+    paddingBottom: 12,
+    borderRadius: auraDesignTokens.radii.lg,
   },
   cardStudio: {
-    gap: 14,
+    gap: 15,
     paddingHorizontal: 12,
     paddingTop: 16,
     paddingBottom: 16,
-    borderRadius: 30,
+    borderRadius: auraDesignTokens.radii.xxl,
     backgroundColor: auraColors.surfaceRaised,
     borderColor: "rgba(223,182,178,0.18)",
   },
@@ -1372,7 +1315,7 @@ const styles = StyleSheet.create({
     color: auraColors.accentRose,
     fontSize: 11,
     lineHeight: 14,
-    fontWeight: "800",
+    fontWeight: "600",
     letterSpacing: 0,
   },
   vibeChipText: {
@@ -1385,22 +1328,36 @@ const styles = StyleSheet.create({
     alignSelf: "center",
     position: "relative",
     overflow: "hidden",
-    borderRadius: 16,
+    borderRadius: 22,
     backgroundColor: auraColors.boardLight,
     borderWidth: 1,
     borderColor: auraColors.borderWarm,
   },
   boardCompact: {
-    borderRadius: 16,
+    borderRadius: 18,
   },
   boardHome: {
-    borderRadius: 14,
+    borderRadius: 18,
   },
   boardSwipe: {
-    borderRadius: 16,
+    borderRadius: 18,
   },
   boardStudio: {
-    borderRadius: 16,
+    borderRadius: 20,
+  },
+  emptyBoardState: {
+    position: "absolute",
+    inset: 0,
+    alignItems: "center",
+    justifyContent: "center",
+    gap: 8,
+    paddingHorizontal: 24,
+  },
+  emptyBoardText: {
+    fontSize: 12,
+    lineHeight: 16,
+    fontWeight: "500",
+    textAlign: "center",
   },
   animatedPiece: {
     position: "absolute",
@@ -1455,60 +1412,87 @@ const styles = StyleSheet.create({
     width: "100%",
     height: "100%",
   },
-  copyBlock: {
-    gap: 5,
+  editorialBlock: {
+    gap: 7,
+    paddingHorizontal: 2,
   },
-  copyBlockHome: {
-    gap: 3,
+  editorialBlockHome: {
+    gap: 5,
   },
-  copyBlockSwipe: {
-    gap: 3,
+  editorialBlockSwipe: {
+    gap: 5,
   },
-  copyBlockStudio: {
-    gap: 6,
+  editorialBlockStudio: {
+    gap: 7,
     paddingHorizontal: 2,
   },
+  editorialMeta: {
+    letterSpacing: 1.1,
+    textTransform: "uppercase",
+  },
+  editorialMetaHome: {
+    fontSize: 10.5,
+    lineHeight: 14,
+  },
   title: {
-    color: "#FAFBFC",
-    fontSize: 22,
-    lineHeight: 26,
-    fontWeight: "800",
-    letterSpacing: 0,
+    fontSize: 23,
+    lineHeight: 29,
+    fontWeight: "600",
+    letterSpacing: -0.25,
   },
   titleCompact: {
-    fontSize: 19,
-    lineHeight: 23,
-    letterSpacing: 0,
+    fontSize: 20,
+    lineHeight: 25,
+    letterSpacing: -0.2,
   },
   titleHome: {
-    fontSize: 20,
-    lineHeight: 24,
+    fontSize: 21,
+    lineHeight: 26,
   },
   titleSwipe: {
     fontSize: 18,
-    lineHeight: 22,
-    letterSpacing: 0,
+    lineHeight: 23,
+    letterSpacing: -0.15,
   },
   subtitle: {
-    color: "rgba(223, 231, 241, 0.78)",
-    fontSize: 13.5,
-    lineHeight: 19,
-    fontWeight: "500",
+    fontSize: 14,
+    lineHeight: 21,
+    fontWeight: "400",
   },
   subtitleCompact: {
-    color: "rgba(223, 231, 241, 0.7)",
-    fontSize: 12.5,
-    lineHeight: 17,
+    fontSize: 13,
+    lineHeight: 18,
   },
   subtitleHome: {
-    color: "rgba(223, 231, 241, 0.72)",
-    fontSize: 12.5,
-    lineHeight: 17,
+    fontSize: 13,
+    lineHeight: 18,
   },
   subtitleSwipe: {
-    color: "rgba(223, 231, 241, 0.66)",
+    fontSize: 12,
+    lineHeight: 17,
+  },
+  stylingIntelligenceLine: {
     fontSize: 11.5,
-    lineHeight: 16,
+    lineHeight: 15,
+    fontWeight: "500",
+    letterSpacing: 1.1,
+    textTransform: "uppercase",
+  },
+  stylingIntelligenceLineHome: {
+    fontSize: 11,
+    lineHeight: 14,
+  },
+  stylingIntelligenceLineSwipe: {
+    fontSize: 10.5,
+    lineHeight: 14,
+  },
+  summaryPressable: {
+    alignSelf: "flex-start",
+    maxWidth: "100%",
+  },
+  summaryText: {
+    fontSize: 12.25,
+    lineHeight: 18,
   },
   metaBlock: {
     gap: 6,
@@ -1519,7 +1503,7 @@ const styles = StyleSheet.create({
   metaLabel: {
     color: auraColors.accentRose,
     fontSize: 11.25,
-    fontWeight: "800",
+    fontWeight: "600",
     letterSpacing: 0,
   },
   closetChips: {
@@ -1553,10 +1537,41 @@ const styles = StyleSheet.create({
     lineHeight: 14,
     fontWeight: "600",
   },
-  closetSheetRoot: {
+  completeLookBlock: {
+    borderRadius: 18,
+    borderWidth: CHIP_BORDER_WIDTH,
+    padding: 10,
+  },
+  completeLookBlockHome: {
+    borderRadius: 16,
+    padding: 9,
+  },
+  completeLookHeader: {
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 10,
+  },
+  shopMissingButton: {
+    minHeight: 34,
+    maxWidth: 154,
+    borderRadius: PILL_RADIUS,
+    borderWidth: CHIP_BORDER_WIDTH,
+    paddingHorizontal: 10,
+    paddingVertical: 0,
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "center",
+    gap: 5,
+  },
+  shopMissingButtonText: {
+    fontSize: 10.75,
+    lineHeight: 14,
+    fontWeight: "600",
+    letterSpacing: 0,
+  },
+  sheetRoot: {
     flex: 1,
     justifyContent: "flex-end",
-    backgroundColor: "rgba(0,0,0,0.58)",
     paddingHorizontal: 16,
     paddingBottom: 24,
   },
@@ -1575,14 +1590,14 @@ const styles = StyleSheet.create({
   closetSheetEyebrow: {
     fontSize: 10.5,
     lineHeight: 14,
-    fontWeight: "900",
-    letterSpacing: 1.2,
+    fontWeight: "500",
+    letterSpacing: 1.5,
     textTransform: "uppercase",
   },
   closetSheetTitle: {
     fontSize: 18,
-    lineHeight: 22,
-    fontWeight: "800",
+    lineHeight: 23,
+    fontWeight: "600",
   },
   closetSheetClose: {
     minHeight: 34,
@@ -1595,7 +1610,7 @@ const styles = StyleSheet.create({
   closetSheetCloseText: {
     fontSize: 11.5,
     lineHeight: 15,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   closetSheetScroll: {
     maxHeight: 280,
@@ -1616,24 +1631,75 @@ const styles = StyleSheet.create({
     width: 24,
     fontSize: 10.5,
     lineHeight: 14,
-    fontWeight: "900",
-    letterSpacing: 0.8,
+    fontWeight: "500",
+    letterSpacing: 1.2,
   },
   closetSheetItem: {
     flex: 1,
     fontSize: 13,
-    lineHeight: 17,
-    fontWeight: "700",
+    lineHeight: 18,
+    fontWeight: "600",
   },
   actions: {
     flexDirection: "row",
     gap: ACTION_GAP,
-    paddingTop: 2,
+    paddingTop: 0,
+    alignItems: "stretch",
   },
   actionsHome: {
     gap: ACTION_GAP,
     paddingTop: 0,
   },
+  primaryCta: {
+    minHeight: CTA_HEIGHT,
+    height: CTA_HEIGHT,
+  },
+  primaryCtaHome: {
+    minHeight: HOME_CTA_HEIGHT,
+    height: HOME_CTA_HEIGHT,
+  },
+  primaryCtaText: {
+    fontSize: 13.5,
+    lineHeight: 18,
+  },
+  overflowButtonHome: {
+    width: HOME_CTA_HEIGHT,
+    height: HOME_CTA_HEIGHT,
+  },
+  actionSheetCard: {
+    gap: 14,
+  },
+  actionSheetHeader: {
+    flexDirection: "row",
+    alignItems: "center",
+    justifyContent: "space-between",
+    gap: 12,
+  },
+  actionSheetList: {
+    gap: 8,
+  },
+  actionSheetRow: {
+    minHeight: 58,
+    borderRadius: auraDesignTokens.radii.md,
+    borderWidth: CHIP_BORDER_WIDTH,
+    paddingHorizontal: 12,
+    paddingVertical: 9,
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 11,
+  },
+  actionSheetIcon: {
+    width: 34,
+    height: 34,
+    borderRadius: 17,
+    borderWidth: CHIP_BORDER_WIDTH,
+    alignItems: "center",
+    justifyContent: "center",
+  },
+  actionSheetTitle: {
+    fontSize: 13.5,
+    lineHeight: 18,
+  },
   actionButton: {
     flex: 1,
     height: CTA_HEIGHT,
@@ -1665,12 +1731,12 @@ const styles = StyleSheet.create({
   primaryButtonText: {
     color: auraColors.textOnLight,
     fontSize: 13.5,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   secondaryButtonText: {
     color: auraColors.textPrimary,
     fontSize: 13.5,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   regenerateButtonText: {
     fontSize: 12.5,
@@ -1704,7 +1770,7 @@ const styles = StyleSheet.create({
     color: auraColors.textSecondary,
     fontSize: 11.75,
     lineHeight: 16,
-    fontWeight: "700",
+    fontWeight: "500",
   },
 });
 
diff --git a/src/components/aura/AuraTrainingCard.tsx b/src/components/aura/AuraTrainingCard.tsx
index 7d4340d..5a7a81c 100644
--- a/src/components/aura/AuraTrainingCard.tsx
+++ b/src/components/aura/AuraTrainingCard.tsx
@@ -31,7 +31,7 @@ export default function AuraTrainingCard({
               style={{
                 color: colors.lightPurple,
                 fontSize: 12.5,
-                fontWeight: "800",
+                fontWeight: "600",
                 letterSpacing: 0,
               }}
             >
@@ -58,7 +58,7 @@ export default function AuraTrainingCard({
               borderColor: colors.purpleBorder,
             }}
           >
-            <Text style={{ color: colors.lightPurple, fontSize: 10.5, fontWeight: "800" }}>
+            <Text style={{ color: colors.lightPurple, fontSize: 10.5, fontWeight: "600" }}>
               TRAIN
             </Text>
           </View>
@@ -85,7 +85,7 @@ export default function AuraTrainingCard({
           style={{
             color: colors.auraChampagne,
             fontSize: 10.5,
-            fontWeight: "800",
+            fontWeight: "600",
             letterSpacing: 1.5,
           }}
         >
@@ -96,7 +96,7 @@ export default function AuraTrainingCard({
             color: colors.text,
             fontSize: 22,
             lineHeight: 27,
-            fontWeight: "900",
+            fontWeight: "600",
             letterSpacing: 0,
           }}
         >
@@ -137,7 +137,7 @@ export default function AuraTrainingCard({
               backgroundColor: colors.lightPurple,
             }}
           />
-          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "700" }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>
             Swipe training
           </Text>
         </View>
@@ -153,7 +153,7 @@ export default function AuraTrainingCard({
             borderColor: colors.purpleBorder,
           })}
         >
-          <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "800" }}>Open</Text>
+          <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "600" }}>Open</Text>
         </Pressable>
       </View>
     </AuraGlassCard>
diff --git a/src/components/aura/ItemDetailSheet.tsx b/src/components/aura/ItemDetailSheet.tsx
index 4bc0aae..5d24499 100644
--- a/src/components/aura/ItemDetailSheet.tsx
+++ b/src/components/aura/ItemDetailSheet.tsx
@@ -207,7 +207,7 @@ const styles = StyleSheet.create({
   imageFallbackText: {
     color: colors.textSecondary,
     fontSize: 32,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   headerCopy: {
     flex: 1,
@@ -217,13 +217,13 @@ const styles = StyleSheet.create({
   name: {
     color: colors.text,
     fontSize: 20,
-    fontWeight: "800",
+    fontWeight: "600",
     lineHeight: 24,
   },
   brand: {
     color: colors.textSecondary,
     fontSize: 14,
-    fontWeight: "700",
+    fontWeight: "600",
   },
   statusBadge: {
     alignSelf: "flex-start",
@@ -237,7 +237,7 @@ const styles = StyleSheet.create({
   statusText: {
     color: colors.iridescentStart,
     fontSize: 10.5,
-    fontWeight: "900",
+    fontWeight: "600",
     letterSpacing: 0.8,
   },
   detailGrid: {
@@ -258,7 +258,7 @@ const styles = StyleSheet.create({
   detailText: {
     color: colors.text,
     fontSize: 12,
-    fontWeight: "700",
+    fontWeight: "600",
   },
   colorChip: {
     backgroundColor: colors.iridescentStart,
@@ -280,7 +280,7 @@ const styles = StyleSheet.create({
   auraEyebrow: {
     color: colors.iridescentStart,
     fontSize: 10,
-    fontWeight: "900",
+    fontWeight: "600",
     letterSpacing: 1.3,
   },
   auraText: {
@@ -314,12 +314,12 @@ const styles = StyleSheet.create({
   primaryActionText: {
     color: colors.text,
     fontSize: 14,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   secondaryActionText: {
     color: colors.textSecondary,
     fontSize: 14,
-    fontWeight: "800",
+    fontWeight: "600",
   },
 });
 
diff --git a/src/components/calendar/CalendarHeader.tsx b/src/components/calendar/CalendarHeader.tsx
index 36b0e37..66188f1 100644
--- a/src/components/calendar/CalendarHeader.tsx
+++ b/src/components/calendar/CalendarHeader.tsx
@@ -1,8 +1,7 @@
 import React from "react";
-import { StyleSheet, Text, View } from "react-native";
+import { StyleSheet, View } from "react-native";
 
-import AuraPressable from "@/src/components/aura/AuraPressable";
-import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { AuraButton, AuraText } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 type Props = {
@@ -12,7 +11,6 @@ type Props = {
 };
 
 export default function CalendarHeader({ selectedDate, today, onJumpToToday }: Props) {
-  const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
 
   const isToday =
@@ -22,22 +20,29 @@ export default function CalendarHeader({ selectedDate, today, onJumpToToday }: P
 
   return (
     <View style={[styles.wrap, { gap: 8 }]}>
-      <Text style={[styles.kicker, { color: colors.iridescentStart }]}>Plan the week</Text>
+      <AuraText variant="metadata" tone="accent" style={styles.kicker}>
+        Plan the week
+      </AuraText>
       <View style={styles.row}>
         <View style={{ flex: 1, gap: 3 }}>
-          <Text style={[styles.title, { color: colors.text, fontSize: 30 * layout.titleScale }]}>Calendar</Text>
-          <Text style={[styles.date, { color: colors.textSecondary }]}>Plan outfits by date</Text>
+          <AuraText variant="title" style={[styles.title, { fontSize: 30 * layout.titleScale }]}>
+            Calendar
+          </AuraText>
+          <AuraText variant="caption" tone="secondary" style={styles.date}>
+            Plan outfits by date
+          </AuraText>
         </View>
         {!isToday ? (
-          <AuraPressable
+          <AuraButton
+            label="Today"
             onPress={onJumpToToday}
+            variant="tertiary"
+            size="small"
             haptic="selection"
             hapticTrigger="press"
             pressedScale={0.96}
-            style={[styles.todayBtn, { borderColor: colors.border, backgroundColor: colors.surface }]}
-          >
-            <Text style={[styles.todayBtnText, { color: colors.text }]}>Jump to Today</Text>
-          </AuraPressable>
+            style={styles.todayBtn}
+          />
         ) : null}
       </View>
     </View>
@@ -48,8 +53,8 @@ const styles = StyleSheet.create({
   wrap: {
     marginBottom: 8,
   },
-  kicker: { fontSize: 11, fontWeight: "800", letterSpacing: 1.5, textTransform: "uppercase" },
-  title: { fontWeight: "900", letterSpacing: 0 },
+  kicker: { letterSpacing: 1.5, textTransform: "uppercase" },
+  title: { letterSpacing: 0 },
   date: { marginTop: 2, fontSize: 14, lineHeight: 22, opacity: 0.65 },
   row: {
     flexDirection: "row",
@@ -58,10 +63,6 @@ const styles = StyleSheet.create({
     gap: 12,
   },
   todayBtn: {
-    paddingHorizontal: 10,
-    paddingVertical: 6,
-    borderRadius: 999,
-    borderWidth: 1,
+    minHeight: 34,
   },
-  todayBtnText: { fontSize: 12, fontWeight: "700" },
 });
diff --git a/src/components/closet/ClosetCategorySection.tsx b/src/components/closet/ClosetCategorySection.tsx
index 8fee7e0..37498c4 100644
--- a/src/components/closet/ClosetCategorySection.tsx
+++ b/src/components/closet/ClosetCategorySection.tsx
@@ -46,7 +46,7 @@ export function ClosetCategorySection({
         }}
       >
         <View style={{ flexDirection: "row", alignItems: "center", gap: 9, flex: 1 }}>
-          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "900", letterSpacing: 0 }}>
+          <Text style={{ color: colors.text, fontSize: 18, fontWeight: "600", letterSpacing: 0 }}>
             {title}
           </Text>
           <View
@@ -57,7 +57,7 @@ export function ClosetCategorySection({
               backgroundColor: colors.overlay,
             }}
           >
-            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "800" }}>{count}</Text>
+            <Text style={{ color: colors.textSecondary, fontSize: 11.5, fontWeight: "600" }}>{count}</Text>
           </View>
         </View>
         <View
@@ -84,10 +84,10 @@ export function ClosetCategorySection({
             <View key={group.label} style={{ gap: 11 }}>
               <View style={{ gap: 9 }}>
                 <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-                  <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "800", letterSpacing: 0.2 }}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "600", letterSpacing: 0.2 }}>
                     {group.label}
                   </Text>
-                  <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "700", opacity: 0.75 }}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 11, fontWeight: "600", opacity: 0.75 }}>
                     {group.items.length}
                   </Text>
                 </View>
diff --git a/src/components/closet/ClosetControlsRow.tsx b/src/components/closet/ClosetControlsRow.tsx
index 6833c17..beb8e8a 100644
--- a/src/components/closet/ClosetControlsRow.tsx
+++ b/src/components/closet/ClosetControlsRow.tsx
@@ -55,7 +55,7 @@ export function ClosetControlsRow({
         }}
       >
         <Text
-          style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "700" }}
+          style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "600" }}
           numberOfLines={1}
           ellipsizeMode="tail"
         >
diff --git a/src/components/closet/ClosetFilterSheet.tsx b/src/components/closet/ClosetFilterSheet.tsx
index 3141ba2..90c18e0 100644
--- a/src/components/closet/ClosetFilterSheet.tsx
+++ b/src/components/closet/ClosetFilterSheet.tsx
@@ -70,7 +70,7 @@ function Section({
   return (
     <View style={{ gap: 9 }}>
       <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
-        <Text style={[auraTypography.caption, { color: colors.text, fontSize: 12.5, lineHeight: 16, fontWeight: "900", textTransform: "uppercase" }]}>
+        <Text style={[auraTypography.caption, { color: colors.text, fontSize: 12.5, lineHeight: 16, fontWeight: "600", textTransform: "uppercase" }]}>
           {title}
         </Text>
         {detail ? (
@@ -344,7 +344,7 @@ export function ClosetFilterSheet({
 
             <View style={{ height: 1, backgroundColor: "rgba(251,228,216,0.08)" }} />
 
-            <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 12, lineHeight: 15, fontWeight: "900", textTransform: "uppercase" }]}>
+            <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 12, lineHeight: 15, fontWeight: "600", textTransform: "uppercase" }]}>
               Filters
             </Text>
 
diff --git a/src/components/closet/ClosetHeader.tsx b/src/components/closet/ClosetHeader.tsx
index 85f17e6..5346e01 100644
--- a/src/components/closet/ClosetHeader.tsx
+++ b/src/components/closet/ClosetHeader.tsx
@@ -40,7 +40,7 @@ export function ClosetHeader({
         >
           Closet
         </Text>
-        <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 17, fontWeight: "700" }}>
+        <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 17, fontWeight: "600" }}>
           {totalCount} piece{totalCount === 1 ? "" : "s"}
         </Text>
       </View>
diff --git a/src/components/closet/ClosetInventoryHeader.tsx b/src/components/closet/ClosetInventoryHeader.tsx
index 926132f..a6a9fdb 100644
--- a/src/components/closet/ClosetInventoryHeader.tsx
+++ b/src/components/closet/ClosetInventoryHeader.tsx
@@ -1,7 +1,8 @@
 import React from "react";
-import { Pressable, ScrollView, Text, View } from "react-native";
+import { Pressable, ScrollView, View } from "react-native";
 
 import type { CategoryKey } from "@/src/closet/closetListModel";
+import { AuraText } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -50,17 +51,19 @@ export function ClosetInventoryHeader({
                 opacity: pressed ? 0.76 : 1,
               })}
             >
-              <Text
+              <AuraText
                 numberOfLines={1}
+                variant="metadata"
+                tone={active ? "accent" : "secondary"}
                 style={{
-                  color: active ? colors.ctaCream : colors.textSecondary,
                   fontSize: tabFontSize,
                   lineHeight: tabLineHeight,
-                  fontWeight: active ? "800" : "700",
+                  fontWeight: active ? "500" : "400",
+                  letterSpacing: 1.2,
                 }}
               >
                 {tab.label}
-              </Text>
+              </AuraText>
               <View
                 style={{
                   height: 2,
diff --git a/src/components/closet/ClosetItemCard.tsx b/src/components/closet/ClosetItemCard.tsx
index f136571..b1e8720 100644
--- a/src/components/closet/ClosetItemCard.tsx
+++ b/src/components/closet/ClosetItemCard.tsx
@@ -113,7 +113,7 @@ function ClosetItemCardComponent({
         onLongPress={onLongPress || onLongPressItem ? handleLongPress : undefined}
         haptic="light"
         hapticTrigger="press"
-        pressedScale={0.985}
+        pressedScale={0.97}
         pressedOpacity={0.94}
         delayLongPress={180}
         style={{
@@ -134,7 +134,7 @@ function ClosetItemCardComponent({
           padding: 10,
           borderRadius: 18,
           borderWidth: 1,
-          borderColor: selected ? "rgba(223,182,178,0.42)" : "rgba(25,0,25,0.055)",
+          borderColor: selected ? "rgba(223,182,178,0.42)" : "rgba(17,16,20,0.055)",
           boxShadow: selected ? "0 10px 24px rgba(223,182,178,0.10)" : "0 6px 16px rgba(0,0,0,0.05)",
         }}
       >
@@ -167,7 +167,7 @@ function ClosetItemCardComponent({
               paddingHorizontal: 12,
             }}
           >
-            <Text style={{ color: colors.textOnLightSecondary, fontSize: 12, fontWeight: "800" }}>
+            <Text style={{ color: colors.textOnLightSecondary, fontSize: 12, fontWeight: "500" }}>
               No image yet
             </Text>
             <Text
@@ -191,7 +191,7 @@ function ClosetItemCardComponent({
       >
         <View style={{ height: titleSlotHeight, justifyContent: "flex-start" }}>
           <Text
-            style={[auraTypography.chipLabel, { color: colors.text, fontSize: 12.25, lineHeight: titleLineHeight, fontWeight: "700" }]}
+            style={[auraTypography.chipLabel, { color: colors.text, fontSize: 12.25, lineHeight: titleLineHeight, fontWeight: "500" }]}
             numberOfLines={2}
             ellipsizeMode="tail"
           >
@@ -209,7 +209,7 @@ function ClosetItemCardComponent({
         >
           {brand ? (
             <Text
-              style={{ flex: 1, color: colors.textSecondary, opacity: 0.74, fontSize: 10.5, lineHeight: metadataLineHeight, fontWeight: "700", letterSpacing: 0 }}
+              style={{ flex: 1, color: colors.textSecondary, opacity: 0.74, fontSize: 10.5, lineHeight: metadataLineHeight, fontWeight: "400", letterSpacing: 0 }}
               numberOfLines={1}
               ellipsizeMode="tail"
             >
@@ -220,7 +220,7 @@ function ClosetItemCardComponent({
           )}
           {colorLabel ? (
             <Text
-              style={{ color: colors.textSecondary, opacity: 0.78, fontSize: 10.25, lineHeight: metadataLineHeight, fontWeight: "700", maxWidth: cardWidth * 0.46, textAlign: "right" }}
+              style={{ color: colors.textSecondary, opacity: 0.78, fontSize: 10.25, lineHeight: metadataLineHeight, fontWeight: "400", maxWidth: cardWidth * 0.46, textAlign: "right" }}
               numberOfLines={1}
               ellipsizeMode="tail"
             >
diff --git a/src/components/closet/ClosetProcessingSection.tsx b/src/components/closet/ClosetProcessingSection.tsx
index 933c5df..468811e 100644
--- a/src/components/closet/ClosetProcessingSection.tsx
+++ b/src/components/closet/ClosetProcessingSection.tsx
@@ -105,14 +105,14 @@ export function ClosetProcessingSection({
 
         <View style={{ flex: 1, gap: 2, minWidth: 0 }}>
           <View style={{ flexDirection: "row", alignItems: "center", gap: 7 }}>
-            <Text style={{ color: colors.text, fontSize: 13.5, lineHeight: 18, fontWeight: "900" }}>
+            <Text style={{ color: colors.text, fontSize: 13.5, lineHeight: 18, fontWeight: "600" }}>
               Adding now
             </Text>
-            <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16, fontWeight: "900", fontVariant: ["tabular-nums"] }}>
+            <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16, fontWeight: "600", fontVariant: ["tabular-nums"] }}>
               {items.length}
             </Text>
             {failedCount ? (
-              <Text style={{ color: "#ff9f9f", fontSize: 11.5, lineHeight: 15, fontWeight: "900" }}>
+              <Text style={{ color: "#ff9f9f", fontSize: 11.5, lineHeight: 15, fontWeight: "600" }}>
                 {failedCount} failed
               </Text>
             ) : null}
@@ -127,7 +127,7 @@ export function ClosetProcessingSection({
         </View>
 
         <View style={{ flexDirection: "row", alignItems: "center", gap: 6 }}>
-          <Text style={{ color: colors.ctaCream, fontSize: 12, lineHeight: 16, fontWeight: "900" }}>
+          <Text style={{ color: colors.ctaCream, fontSize: 12, lineHeight: 16, fontWeight: "600" }}>
             Review
           </Text>
           <Ionicons name={expanded ? "chevron-up" : "chevron-forward"} size={15} color={colors.ctaCream} />
@@ -213,7 +213,7 @@ function ProcessingItemRow({
       </View>
 
       <View style={{ flex: 1, gap: 4, minWidth: 0 }}>
-        <Text style={{ color: colors.text, fontSize: 14.5, fontWeight: "900" }} numberOfLines={1}>
+        <Text style={{ color: colors.text, fontSize: 14.5, fontWeight: "600" }} numberOfLines={1}>
           {titleFor(item)}
         </Text>
         <View style={{ flexDirection: "row", alignItems: "center", gap: 7 }}>
@@ -226,7 +226,7 @@ function ProcessingItemRow({
               color={lifecycle === "failed" ? "#ff8f8f" : colors.aiAccent}
             />
           )}
-          <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "700" }}>
+          <Text style={{ color: colors.textSecondary, fontSize: 12.5, fontWeight: "600" }}>
             {statusText(item)}
           </Text>
         </View>
@@ -269,7 +269,7 @@ function MiniAction({
         style={{
           color: muted ? colors.textSecondary : colors.aiAccent,
           fontSize: 11.5,
-          fontWeight: "900",
+          fontWeight: "600",
         }}
       >
         {label}
diff --git a/src/components/closet/MinimumClosetProgressCard.tsx b/src/components/closet/MinimumClosetProgressCard.tsx
index 6fa7b28..165e965 100644
--- a/src/components/closet/MinimumClosetProgressCard.tsx
+++ b/src/components/closet/MinimumClosetProgressCard.tsx
@@ -207,7 +207,7 @@ const styles = StyleSheet.create({
     overflow: "hidden",
     borderWidth: 1,
     borderColor: "rgba(251,228,216,0.10)",
-    backgroundColor: "rgba(43,18,76,0.46)",
+    backgroundColor: "rgba(24,22,30,0.72)",
     gap: 10,
   },
   collapsedCard: {
@@ -225,12 +225,12 @@ const styles = StyleSheet.create({
   collapsedTitle: {
     fontSize: 15,
     lineHeight: 19,
-    fontWeight: "900",
+    fontWeight: "600",
   },
   collapsedSummary: {
     fontSize: 12.5,
     lineHeight: 16,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   viewDetailsPill: {
     minHeight: 34,
@@ -245,7 +245,7 @@ const styles = StyleSheet.create({
   viewDetailsText: {
     fontSize: 12,
     lineHeight: 15,
-    fontWeight: "900",
+    fontWeight: "600",
   },
   glow: {
     position: "absolute",
@@ -263,13 +263,13 @@ const styles = StyleSheet.create({
   },
   eyebrow: {
     fontSize: 9.5,
-    fontWeight: "900",
+    fontWeight: "600",
     letterSpacing: 1.2,
   },
   title: {
     fontSize: 16,
     lineHeight: 21,
-    fontWeight: "900",
+    fontWeight: "600",
   },
   nudge: {
     fontSize: 12,
@@ -289,18 +289,18 @@ const styles = StyleSheet.create({
     alignItems: "center",
     borderWidth: 1,
     borderColor: "rgba(251,228,216,0.10)",
-    backgroundColor: "rgba(82,43,91,0.28)",
+    backgroundColor: "rgba(34,31,40,0.72)",
     borderRadius: 8,
     paddingVertical: 7,
     paddingHorizontal: 9,
   },
   progressText: {
     fontSize: 16,
-    fontWeight: "900",
+    fontWeight: "600",
   },
   progressLabel: {
     fontSize: 10,
-    fontWeight: "700",
+    fontWeight: "600",
     marginTop: 1,
   },
   progressTrack: {
@@ -328,7 +328,7 @@ const styles = StyleSheet.create({
     borderRadius: 8,
     borderWidth: 1,
     borderColor: "rgba(251,228,216,0.08)",
-    backgroundColor: "rgba(82,43,91,0.22)",
+    backgroundColor: "rgba(42,36,50,0.58)",
     paddingVertical: 6,
     paddingHorizontal: 8,
   },
@@ -343,11 +343,11 @@ const styles = StyleSheet.create({
   checkLabel: {
     flex: 1,
     fontSize: 12,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   checkCount: {
     fontSize: 11,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   footerRow: {
     flexDirection: "row",
@@ -356,12 +356,12 @@ const styles = StyleSheet.create({
   },
   metricValue: {
     fontSize: 18,
-    fontWeight: "900",
+    fontWeight: "600",
   },
   metricLabel: {
     marginTop: 1,
     fontSize: 12,
-    fontWeight: "700",
+    fontWeight: "600",
     opacity: 0.72,
   },
   cta: {
@@ -376,6 +376,6 @@ const styles = StyleSheet.create({
   },
   ctaText: {
     fontSize: 12,
-    fontWeight: "900",
+    fontWeight: "600",
   },
 });
diff --git a/src/components/home/HomeHero.tsx b/src/components/home/HomeHero.tsx
index 15dc2a4..3338759 100644
--- a/src/components/home/HomeHero.tsx
+++ b/src/components/home/HomeHero.tsx
@@ -1,8 +1,7 @@
 import { LinearGradient } from "expo-linear-gradient";
 import AppImage from "@/src/components/common/AppImage";
 import React, { useEffect } from "react";
-import { Ionicons } from "@expo/vector-icons";
-import { Text, View } from "react-native";
+import { View } from "react-native";
 import Animated, {
   Easing,
   useAnimatedStyle,
@@ -15,10 +14,9 @@ import type { AppColors } from "@/constants/theme";
 import { useReduceMotion } from "@/hooks/useReduceMotion";
 import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraGradientButton from "@/src/components/aura/AuraGradientButton";
-import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
-import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
-import { ACTION_GAP, CTA_HORIZONTAL_PADDING, HOME_CTA_HEIGHT, PILL_RADIUS } from "@/src/constants/auraControls";
+import { AuraText } from "@/src/components/ui/auraStylePrimitives";
+import { ACTION_GAP, HOME_CTA_HEIGHT, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { getItemImagePresentation, getItemImageUrl } from "@/src/lib/itemImage";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -104,7 +102,7 @@ export default function HomeHero({
   record,
   itemsById,
   onPrimaryAction,
-  onSecondaryAction,
+  onWearToday,
 }: {
   colors: AppColors;
   greeting: string;
@@ -115,7 +113,7 @@ export default function HomeHero({
   record: DailyOutfitRecord | null;
   itemsById: Map<string, ClothingItem>;
   onPrimaryAction: () => void;
-  onSecondaryAction: () => void;
+  onWearToday?: () => void;
 }) {
   const layout = useResponsiveLayout();
   const hasPlan = !!record?.plannedOutfit;
@@ -123,12 +121,15 @@ export default function HomeHero({
   const slots: SlotKey[] = ["outerwear", "top", "bottom", "shoes"];
   const previewTileHeight = layout.screenSize === "compact" ? 100 : layout.screenSize === "large" ? 116 : 108;
   const cardPadding = layout.screenSize === "compact" ? 14 : 16;
-  const visibleGuidancePhrases = guidancePhrases.slice(0, 2);
-  const primaryLabel = "Style me today";
-  const secondaryLabel = "Show 3 options";
+  const visibleGuidancePhrases = guidancePhrases.slice(0, 1);
+  const canWearPlannedLook = hasPlan && !hasWorn && !!onWearToday;
+  const primaryLabel = canWearPlannedLook ? "Wear this today" : "Style me today";
   const statusEyebrow = hasWorn ? "ON YOU TODAY" : hasPlan ? "PLANNED FOR TODAY" : "AURA READY";
-  const title = hasWorn ? "Your outfit is ready." : "Ready when you are.";
-  const subtitle = "Your look is set. Wear it now, refine the vibe, or ask AURA for another direction.";
+  const title = hasWorn || hasPlan ? "Your outfit is ready." : "Ready when you are.";
+  const subtitle =
+    hasWorn || hasPlan
+      ? "Wear it, or ask AURA for a new direction when the mood changes."
+      : "Start with one strong outfit built from what is wearable now.";
 
   const previewSlots = slots
     .map((slot) => ({ slot, item: itemForSlot(record, itemsById, slot) }))
@@ -138,14 +139,14 @@ export default function HomeHero({
   return (
     <View style={{ gap: HERO_SECTION_GAP }}>
       <View style={{ gap: HERO_TIGHT_GAP }}>
-        <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, fontWeight: "700" }]} numberOfLines={1} ellipsizeMode="tail">
+        <AuraText variant="caption" tone="secondary" style={[homeTypography.bodySmall, { fontWeight: "500", opacity: 0.88 }]} numberOfLines={1} ellipsizeMode="tail">
           {greeting}
-        </Text>
-        <Text
+        </AuraText>
+        <AuraText
+          variant="title"
           style={[
             homeTypography.titleLarge,
             {
-              color: colors.text,
               fontSize: 34 * layout.titleScale,
               lineHeight: 40 * layout.titleScale,
             },
@@ -154,10 +155,10 @@ export default function HomeHero({
           ellipsizeMode="tail"
         >
           Today&apos;s Look
-        </Text>
-        <Text style={[homeTypography.bodySmall, { color: colors.textSecondary }]} numberOfLines={1} ellipsizeMode="tail">
+        </AuraText>
+        <AuraText variant="caption" tone="secondary" style={homeTypography.bodySmall} numberOfLines={1} ellipsizeMode="tail">
           {weatherLabel}
-        </Text>
+        </AuraText>
       </View>
 
       <AuraGlassCard
@@ -171,7 +172,7 @@ export default function HomeHero({
           shadowOffset: { width: 0, height: 18 },
         }}
         contentStyle={{
-          backgroundColor: "rgba(9,0,11,0.34)",
+          backgroundColor: colors.surface,
           borderColor: "rgba(251,228,216,0.05)",
           borderWidth: 1,
         }}
@@ -179,7 +180,7 @@ export default function HomeHero({
         <IridecentHeroLine colors={colors} />
         <LinearGradient
           pointerEvents="none"
-          colors={["rgba(251,228,216,0.040)", "rgba(82,43,91,0.024)", "rgba(9,0,11,0.12)"]}
+          colors={["rgba(251,228,216,0.030)", "rgba(34,31,40,0.025)", "rgba(9,8,10,0.12)"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 1, y: 1 }}
           style={{ position: "absolute", inset: 0 }}
@@ -222,16 +223,16 @@ export default function HomeHero({
         />
         <View style={{ minHeight: layout.heroHeight + 4, padding: cardPadding, gap: HERO_CARD_GAP, justifyContent: "space-between" }}>
           <View style={{ gap: HERO_STACK_GAP }}>
-            <Text style={[homeTypography.label, { color: colors.lightPurple, opacity: 0.7, fontSize: 11.5, lineHeight: 15, letterSpacing: 1.2 }]}>
+            <AuraText variant="metadata" tone="accent" style={[homeTypography.label, { opacity: 0.7, fontSize: 11.5, lineHeight: 15, letterSpacing: 1.5 }]}>
               {statusEyebrow}
-            </Text>
+            </AuraText>
 
             <View style={{ gap: HERO_TIGHT_GAP }}>
-              <Text
+              <AuraText
+                variant="title"
                 style={[
                   homeTypography.titleMedium,
                   {
-                    color: colors.text,
                     fontSize: 30 * layout.titleScale,
                     lineHeight: 36 * layout.titleScale,
                   },
@@ -240,14 +241,14 @@ export default function HomeHero({
                 ellipsizeMode="tail"
               >
                 {title}
-              </Text>
-              <Text style={[homeTypography.body, { color: colors.textSecondary, opacity: 0.76 }]} numberOfLines={2} ellipsizeMode="tail">
+              </AuraText>
+              <AuraText variant="body" tone="secondary" style={[homeTypography.body, { opacity: 0.8 }]} numberOfLines={2} ellipsizeMode="tail">
                 {subtitle}
-              </Text>
+              </AuraText>
               {stylistNote ? (
-                <Text style={[homeTypography.accentNote, { color: colors.lightPurple, opacity: 0.74 }]} numberOfLines={1} ellipsizeMode="tail">
+                <AuraText variant="caption" tone="accent" style={[homeTypography.accentNote, { opacity: 0.72 }]} numberOfLines={1} ellipsizeMode="tail">
                   {stylistNote}
-                </Text>
+                </AuraText>
               ) : null}
             </View>
 
@@ -282,7 +283,7 @@ export default function HomeHero({
                       >
                         <LinearGradient
                           pointerEvents="none"
-                          colors={["rgba(255,255,255,0.10)", "rgba(251,228,216,0.00)", "rgba(25,0,25,0.05)"]}
+                          colors={["rgba(255,255,255,0.10)", "rgba(251,228,216,0.00)", "rgba(17,16,20,0.05)"]}
                           start={{ x: 0, y: 0 }}
                           end={{ x: 0, y: 1 }}
                           style={{ position: "absolute", inset: 0 }}
@@ -318,15 +319,15 @@ export default function HomeHero({
                         borderColor: colors.border,
                       }}
                     >
-                      <Text style={[homeTypography.chipText, { color: colors.text }]}>
+                      <AuraText variant="caption" style={homeTypography.chipText}>
                         {phrase}
-                      </Text>
+                      </AuraText>
                     </View>
                   ))}
                 </View>
-                <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.82 }]} numberOfLines={1}>
+                <AuraText variant="caption" tone="secondary" style={[homeTypography.caption, { opacity: 0.86 }]} numberOfLines={1}>
                   AURA starts with what is wearable now.
-                </Text>
+                </AuraText>
               </View>
             )}
 
@@ -337,12 +338,14 @@ export default function HomeHero({
                   paddingHorizontal: 11,
                   paddingVertical: 6,
                   borderRadius: layout.pillRadius,
-                  ...auraSurfaceTiers.surfaceInteractive,
+                  backgroundColor: colors.surfaceMuted,
+                  borderColor: colors.borderSoft,
+                  borderWidth: 1,
                 }}
               >
-                <Text style={[homeTypography.caption, { color: colors.textSecondary }]} numberOfLines={1} ellipsizeMode="tail">
+                <AuraText variant="caption" tone="secondary" style={homeTypography.caption} numberOfLines={1} ellipsizeMode="tail">
                   {personalHint}
-                </Text>
+                </AuraText>
               </View>
             ) : null}
           </View>
@@ -351,12 +354,12 @@ export default function HomeHero({
             <View style={{ flex: 1 }}>
               <AuraGradientButton
                 label={primaryLabel}
-                onPress={onPrimaryAction}
+                onPress={canWearPlannedLook ? onWearToday : onPrimaryAction}
                 gradientColors={[colors.ctaCream, colors.ctaCream]}
                 labelColor={colors.ctaText}
                 innerBackgroundColor={colors.ctaCream}
                 innerOverlayColors={["rgba(255,255,255,0.14)", "rgba(255,255,255,0.04)"]}
-                labelStyle={{ fontSize: 16.5, lineHeight: 21, fontWeight: "900" }}
+                labelStyle={{ fontSize: 16.5, lineHeight: 21, fontWeight: "600", letterSpacing: 0.1 }}
                 style={{
                   height: HOME_CTA_HEIGHT,
                   minHeight: HOME_CTA_HEIGHT,
@@ -367,33 +370,6 @@ export default function HomeHero({
                 }}
               />
             </View>
-            <AuraPressable
-              onPress={onSecondaryAction}
-              haptic="selection"
-              hapticTrigger="press"
-              pressedScale={0.97}
-              pressedOpacity={0.9}
-              containerStyle={{ flex: 1 }}
-              style={{
-                ...auraButtonStyle(colors, "secondary"),
-                borderRadius: PILL_RADIUS,
-                height: HOME_CTA_HEIGHT,
-                minHeight: HOME_CTA_HEIGHT,
-                paddingHorizontal: CTA_HORIZONTAL_PADDING,
-                alignItems: "center",
-                justifyContent: "center",
-                backgroundColor: "rgba(9,0,11,0.22)",
-                borderWidth: 1,
-                borderColor: "rgba(251,228,216,0.20)",
-              }}
-            >
-              <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "center", gap: 8 }}>
-                <Ionicons name="git-branch-outline" size={15} color={colors.text} />
-                <Text style={auraButtonTextStyle(colors, "secondary")} numberOfLines={1}>
-                  {secondaryLabel}
-                </Text>
-              </View>
-            </AuraPressable>
           </View>
         </View>
       </AuraGlassCard>
diff --git a/src/components/home/QuickActionRail.tsx b/src/components/home/QuickActionRail.tsx
index ed0b05a..83b1112 100644
--- a/src/components/home/QuickActionRail.tsx
+++ b/src/components/home/QuickActionRail.tsx
@@ -1,12 +1,12 @@
 import { Ionicons } from "@expo/vector-icons";
 import { LinearGradient } from "expo-linear-gradient";
 import React from "react";
-import { Text, View } from "react-native";
+import { View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
-import { auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
+import { AuraText } from "@/src/components/ui/auraStylePrimitives";
 import { ACTION_GAP, CHIP_BORDER_WIDTH, CHIP_HEIGHT, CHIP_HORIZONTAL_PADDING, PILL_RADIUS } from "@/src/constants/auraControls";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
@@ -64,7 +64,7 @@ export default function QuickActionRail({
               paddingVertical: 0,
               backgroundColor: colors.chipBackground,
               borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: "rgba(251,228,216,0.075)",
+              borderColor: colors.borderSoft,
             }}
           >
             <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
@@ -73,9 +73,9 @@ export default function QuickActionRail({
                 size={13}
                 color={colors.textSecondary}
               />
-              <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, fontSize: 13, fontWeight: "800" }]}>
+              <AuraText variant="caption" tone="secondary" style={[homeTypography.bodySmall, { fontSize: 13, fontWeight: "500" }]}>
                 {action.label}
-              </Text>
+              </AuraText>
             </View>
           </AuraPressable>
         ))}
@@ -94,7 +94,9 @@ export default function QuickActionRail({
         style={{
           borderRadius: layout.largeRadius,
           overflow: "hidden",
-          ...auraSurfaceTiers.surfaceRaised,
+          backgroundColor: colors.surfaceElevated,
+          borderColor: colors.borderStrong,
+          borderWidth: 1,
           shadowColor: colors.ctaCream,
           shadowOpacity: 0.035,
           shadowRadius: 10,
@@ -107,14 +109,14 @@ export default function QuickActionRail({
           end={{ x: 1, y: 1 }}
           style={{ paddingHorizontal: 18, paddingVertical: 15, gap: 8 }}
         >
-          <Text style={[homeTypography.label, { color: colors.ctaCream, letterSpacing: 0.95, opacity: 0.78 }]}>
+          <AuraText variant="metadata" tone="accent" style={[homeTypography.label, { letterSpacing: 0.95, opacity: 0.78 }]}>
             START HERE
-          </Text>
+          </AuraText>
           <View style={{ flexDirection: "row", alignItems: "center", gap: ACTION_GAP }}>
             <Ionicons name={iconForAction(primaryAction.key, primaryAction.label)} size={17} color={colors.textPrimary} />
-            <Text style={[homeTypography.titleSmall, { color: colors.textPrimary }]}>
+            <AuraText variant="section" style={homeTypography.titleSmall}>
               {primaryAction.label}
-            </Text>
+            </AuraText>
           </View>
         </LinearGradient>
       </AuraPressable>
@@ -139,7 +141,7 @@ export default function QuickActionRail({
                 paddingVertical: 0,
                 backgroundColor: colors.chipBackground,
                 borderWidth: CHIP_BORDER_WIDTH,
-                borderColor: "rgba(251,228,216,0.075)",
+                borderColor: colors.borderSoft,
               }}
             >
               <View style={{ flexDirection: "row", alignItems: "center", gap: ACTION_GAP }}>
@@ -148,9 +150,9 @@ export default function QuickActionRail({
                   size={14}
                   color={colors.textSecondary}
                 />
-                <Text style={[homeTypography.bodySmall, { color: colors.textSecondary, fontSize: 13, fontWeight: "800" }]}>
+                <AuraText variant="caption" tone="secondary" style={[homeTypography.bodySmall, { fontSize: 13, fontWeight: "500" }]}>
                   {action.label}
-                </Text>
+                </AuraText>
               </View>
             </AuraPressable>
           ))}
diff --git a/src/components/home/SmartToolsGrid.tsx b/src/components/home/SmartToolsGrid.tsx
index ca95443..08f5b6d 100644
--- a/src/components/home/SmartToolsGrid.tsx
+++ b/src/components/home/SmartToolsGrid.tsx
@@ -1,10 +1,11 @@
 import { MaterialCommunityIcons } from "@expo/vector-icons";
 import React from "react";
-import { Text, View } from "react-native";
+import { View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import { homeTypography } from "@/src/components/home/homeTypography";
+import { AuraText } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 
 export type SmartTool = {
@@ -90,7 +91,7 @@ export default function SmartToolsGrid({
               justifyContent: "center",
               backgroundColor: compact ? colors.chipBackground : colors.surfaceSoft,
               borderWidth: compact ? 0.75 : 1,
-              borderColor: compact ? "rgba(251,228,216,0.08)" : colors.borderSoft,
+              borderColor: colors.borderSoft,
             }}
           >
             <MaterialCommunityIcons name={tool.icon} size={compact ? 30 : 22} color={isSoon ? colors.textSecondary : colors.text} />
@@ -106,24 +107,30 @@ export default function SmartToolsGrid({
                 borderColor: isSoon ? colors.border : colors.purpleBorder,
               }}
             >
-              <Text style={[homeTypography.label, { color: isSoon ? colors.textSecondary : colors.lightPurple }]} numberOfLines={1} ellipsizeMode="tail">
+              <AuraText variant="metadata" tone={isSoon ? "secondary" : "accent"} style={homeTypography.label} numberOfLines={1} ellipsizeMode="tail">
                 {tool.badge}
-              </Text>
+              </AuraText>
             </View>
           ) : null}
         </View>
         <View style={{ gap: compact ? 0 : 4, alignItems: compact ? "center" : "flex-start" }}>
-          <Text style={[homeTypography.titleSmall, { color: isSoon ? colors.textSecondary : colors.text, fontSize: compact ? 12.5 : 16, lineHeight: compact ? 16 : 21, textAlign: compact ? "center" : "left" }]} numberOfLines={1} ellipsizeMode="tail">
+          <AuraText
+            variant="section"
+            tone={isSoon ? "secondary" : "primary"}
+            style={[homeTypography.titleSmall, { fontSize: compact ? 12.5 : 16, lineHeight: compact ? 16 : 21, textAlign: compact ? "center" : "left" }]}
+            numberOfLines={1}
+            ellipsizeMode="tail"
+          >
             {tool.title}
-          </Text>
+          </AuraText>
           {compact ? null : (
             <>
-              <Text style={[homeTypography.caption, { color: colors.textSecondary, opacity: 0.68 }]} numberOfLines={2} ellipsizeMode="tail">
+              <AuraText variant="caption" tone="secondary" style={[homeTypography.caption, { opacity: 0.68 }]} numberOfLines={2} ellipsizeMode="tail">
                 {tool.subtitle}
-              </Text>
-              <Text style={[homeTypography.caption, { color: isSoon ? colors.textSecondary : colors.text, fontWeight: "600", marginTop: 2 }]} numberOfLines={1}>
+              </AuraText>
+              <AuraText variant="caption" tone={isSoon ? "secondary" : "primary"} style={[homeTypography.caption, { fontWeight: "500", marginTop: 2 }]} numberOfLines={1}>
                 Open →
-              </Text>
+              </AuraText>
             </>
           )}
         </View>
@@ -135,12 +142,11 @@ export default function SmartToolsGrid({
     <View style={{ gap: compact ? GRID_GAP : 16 }}>
       <View style={{ gap: HEADER_GAP }}>
         <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-          <Text style={[homeTypography.titleSmall, { color: colors.text }]}>Support tools</Text>
-          <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>Secondary</Text>
+          <AuraText variant="section" style={homeTypography.titleSmall}>Support tools</AuraText>
         </View>
-        <Text style={[homeTypography.caption, { color: colors.textSecondary }]}>
-          Care, gaps, and planning support when you want to tighten the system around the look.
-        </Text>
+        <AuraText variant="caption" tone="secondary" style={homeTypography.caption}>
+          Care, gaps, and planning when you need them.
+        </AuraText>
       </View>
       {compact ? (
         <View style={{ gap: GRID_GAP }}>
diff --git a/src/components/home/homeTypography.ts b/src/components/home/homeTypography.ts
index 1d1044d..ab69741 100644
--- a/src/components/home/homeTypography.ts
+++ b/src/components/home/homeTypography.ts
@@ -1,7 +1,7 @@
 import { Platform, StyleSheet } from "react-native";
 
 const systemFontFamily = Platform.select({
-  ios: "System",
+  ios: undefined,
   android: "sans-serif",
   web: "system-ui, -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Helvetica, Arial, sans-serif",
 });
@@ -12,28 +12,28 @@ export const homeTypography = StyleSheet.create({
   titleLarge: {
     ...systemFont,
     fontSize: 34,
-    lineHeight: 40,
-    fontWeight: "900",
-    letterSpacing: -1,
+    lineHeight: 41,
+    fontWeight: "700",
+    letterSpacing: -0.45,
   },
   titleMedium: {
     ...systemFont,
     fontSize: 30,
-    lineHeight: 36,
-    fontWeight: "900",
-    letterSpacing: -1,
+    lineHeight: 37,
+    fontWeight: "700",
+    letterSpacing: -0.35,
   },
   titleSmall: {
     ...systemFont,
     fontSize: 18,
-    lineHeight: 23,
-    fontWeight: "900",
-    letterSpacing: 0,
+    lineHeight: 24,
+    fontWeight: "600",
+    letterSpacing: -0.15,
   },
   body: {
     ...systemFont,
     fontSize: 14.5,
-    lineHeight: 23,
+    lineHeight: 22,
     fontWeight: "400",
     letterSpacing: 0,
   },
@@ -55,35 +55,35 @@ export const homeTypography = StyleSheet.create({
     ...systemFont,
     fontSize: 11,
     lineHeight: 15,
-    fontWeight: "900",
-    letterSpacing: 0.45,
+    fontWeight: "500",
+    letterSpacing: 1.4,
   },
   accentNote: {
     ...systemFont,
     fontSize: 12.5,
     lineHeight: 18,
-    fontWeight: "600",
+    fontWeight: "500",
     letterSpacing: 0,
   },
   slotTitle: {
     ...systemFont,
     fontSize: 16,
     lineHeight: 20,
-    fontWeight: "900",
+    fontWeight: "600",
     letterSpacing: 0,
   },
   chipText: {
     ...systemFont,
     fontSize: 12.5,
     lineHeight: 16,
-    fontWeight: "800",
+    fontWeight: "500",
     letterSpacing: 0,
   },
   buttonText: {
     ...systemFont,
     fontSize: 15.5,
     lineHeight: 21,
-    fontWeight: "900",
-    letterSpacing: 0,
+    fontWeight: "600",
+    letterSpacing: 0.1,
   },
 });
diff --git a/src/components/insights/AuraInsightsDashboard.tsx b/src/components/insights/AuraInsightsDashboard.tsx
index 9cbd2a8..bfafeba 100644
--- a/src/components/insights/AuraInsightsDashboard.tsx
+++ b/src/components/insights/AuraInsightsDashboard.tsx
@@ -12,6 +12,7 @@ import type { AppColors } from "@/constants/theme";
 import AppImage from "@/src/components/common/AppImage";
 import AuraGlassCard from "@/src/components/aura/AuraGlassCard";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import WardrobeSuggestionCard from "@/src/components/suggestions/WardrobeSuggestionCard";
 import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
 import { auraButtonStyle, auraButtonTextStyle, auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -24,6 +25,7 @@ import type {
   WardrobeItemUseInsight,
 } from "@/src/lib/wardrobeInsights";
 import { sanitizeDisplayText } from "@/src/lib/text";
+import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 
 export type InsightPeriodKey = "30d" | "90d" | "all";
@@ -44,10 +46,13 @@ type AuraInsightsDashboardProps = {
   insights: WardrobeInsights;
   loading?: boolean;
   period: InsightPeriodKey;
+  userId?: string | null;
+  wardrobeSuggestions?: WardrobeSuggestion[];
   onPeriodChange: (period: InsightPeriodKey) => void;
   onBack: () => void;
   onStyleItem: (item: ClothingItem) => void;
   onAskAuraWhatToBuy: (missingPieces: MissingPieceInsight[]) => void;
+  onFindSuggestionOptions?: (suggestion: WardrobeSuggestion) => void;
 };
 
 function percentWidth(value: number): DimensionValue {
@@ -766,78 +771,34 @@ function PiecesCard({
   );
 }
 
-function MissingPiecesCard({
+function ClosetGapsCard({
   insights,
+  userId,
+  wardrobeSuggestions,
+  onFindSuggestionOptions,
   onAskAuraWhatToBuy,
 }: {
   insights: WardrobeInsights;
+  userId?: string | null;
+  wardrobeSuggestions: WardrobeSuggestion[];
+  onFindSuggestionOptions?: (suggestion: WardrobeSuggestion) => void;
   onAskAuraWhatToBuy: (missingPieces: MissingPieceInsight[]) => void;
 }) {
   const { colors } = useAppTheme();
 
   return (
-    <Card title="What would unlock more outfits" eyebrow="MISSING PIECES">
+    <Card title="Closet Gaps" eyebrow="MISSING PIECES">
       <View style={{ gap: 14 }}>
-        {insights.missingPieces.length ? (
-          <View style={{ gap: 9 }}>
-            {insights.missingPieces.map((piece) => (
-              <View
-                key={piece.key}
-                style={{
-                  borderRadius: 18,
-                  paddingVertical: 11,
-                  paddingHorizontal: 12,
-                  backgroundColor: INSIGHTS_SOFT_SURFACE,
-                  borderWidth: 1,
-                  borderColor: colors.border,
-                  flexDirection: "row",
-                  alignItems: "center",
-                  gap: 10,
-                }}
-              >
-                <View
-                  style={{
-                    width: 32,
-                    height: 32,
-                    borderRadius: 999,
-                    alignItems: "center",
-                    justifyContent: "center",
-                    backgroundColor: colors.purpleSurface,
-                    borderWidth: 1,
-                    borderColor: colors.purpleBorder,
-                  }}
-                >
-                  <Ionicons name="add" size={16} color={colors.ctaCream} />
-                </View>
-                <View style={{ flex: 1, minWidth: 0 }}>
-                  <Text
-                    style={{
-                      color: colors.text,
-                      fontSize: 13.5,
-                      lineHeight: 18,
-                      fontWeight: "900",
-                      letterSpacing: 0,
-                    }}
-                    numberOfLines={1}
-                  >
-                    {piece.label}
-                  </Text>
-                  <Text
-                    selectable
-                    style={{
-                      color: colors.textSecondary,
-                      fontSize: 12,
-                      lineHeight: 16,
-                      fontWeight: "700",
-                      letterSpacing: 0,
-                      fontVariant: ["tabular-nums"],
-                    }}
-                    numberOfLines={1}
-                  >
-                    {piece.count}/{piece.target} owned - add {piece.missingCount}
-                  </Text>
-                </View>
-              </View>
+        {wardrobeSuggestions.length ? (
+          <View style={{ gap: 10 }}>
+            {wardrobeSuggestions.map((suggestion) => (
+              <WardrobeSuggestionCard
+                key={suggestion.id}
+                suggestion={suggestion}
+                userId={userId}
+                sourceScreen="insights"
+                onFindOptions={onFindSuggestionOptions}
+              />
             ))}
           </View>
         ) : (
@@ -886,10 +847,13 @@ export default function AuraInsightsDashboard({
   insights,
   loading = false,
   period,
+  userId,
+  wardrobeSuggestions = [],
   onPeriodChange,
   onBack,
   onStyleItem,
   onAskAuraWhatToBuy,
+  onFindSuggestionOptions,
 }: AuraInsightsDashboardProps) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
@@ -977,7 +941,13 @@ export default function AuraInsightsDashboard({
           actionLabel="Style this"
           onAction={(entry) => onStyleItem(entry.item)}
         />
-        <MissingPiecesCard insights={insights} onAskAuraWhatToBuy={onAskAuraWhatToBuy} />
+        <ClosetGapsCard
+          insights={insights}
+          userId={userId}
+          wardrobeSuggestions={wardrobeSuggestions}
+          onFindSuggestionOptions={onFindSuggestionOptions}
+          onAskAuraWhatToBuy={onAskAuraWhatToBuy}
+        />
       </ScrollView>
     </View>
   );
diff --git a/src/components/profile/LookDetailModal.tsx b/src/components/profile/LookDetailModal.tsx
index 1cab2a5..529f226 100644
--- a/src/components/profile/LookDetailModal.tsx
+++ b/src/components/profile/LookDetailModal.tsx
@@ -12,13 +12,12 @@ import { Colors } from "@/constants/theme";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
-import { auraLookToPlannedOutfit } from "@/src/lib/auraLooks";
 import {
   markFeedbackLookLiked,
   removeProfileLook,
   type ProfileLookRecord,
 } from "@/src/lib/profileLooks";
-import { savePlannedRecord } from "@/src/utils/dailyOutfits";
+import { markOutfitWorn, planOutfitForToday } from "@/src/lib/wearOutfit";
 
 type Props = {
   visible: boolean;
@@ -51,12 +50,27 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
 
   const savedDate = useMemo(() => formatDate(record?.createdAt), [record?.createdAt]);
 
-  const runAction = async (action: "plan" | "remove" | "like") => {
+  const runAction = async (action: "wear" | "plan" | "remove" | "like") => {
     if (!record || !user?.uid) return;
     try {
       setBusy(true);
-      if (action === "plan") {
-        await savePlannedRecord(user.uid, new Date(), auraLookToPlannedOutfit(record.look));
+      if (action === "wear") {
+        await markOutfitWorn({
+          uid: user.uid,
+          source: "saved_look",
+          outfitId: record.id,
+          title: record.title,
+          look: record.look,
+        });
+        Alert.alert("Marked worn", "This look was marked as worn today.");
+      } else if (action === "plan") {
+        await planOutfitForToday({
+          uid: user.uid,
+          source: "saved_look",
+          outfitId: record.id,
+          title: record.title,
+          look: record.look,
+        });
         Alert.alert("Planned", "This look is planned for today.");
       } else if (action === "like") {
         await markFeedbackLookLiked(user.uid, record);
@@ -123,16 +137,19 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
             </>
           ) : (
             <>
-              <Pressable disabled={busy} onPress={() => runAction("plan")} style={styles.gradientButton}>
+              <Pressable disabled={busy} onPress={() => runAction("wear")} style={styles.gradientButton}>
                 <LinearGradient
                   colors={[colors.ctaCream, colors.ctaCream]}
                   start={{ x: 0, y: 0.5 }}
                   end={{ x: 1, y: 0.5 }}
                   style={styles.gradientFill}
                 >
-                  <Text style={styles.gradientText}>{busy ? "Planning..." : "Plan for today"}</Text>
+                  <Text style={styles.gradientText}>{busy ? "Updating..." : "Wear today"}</Text>
                 </LinearGradient>
               </Pressable>
+              <Pressable disabled={busy} onPress={() => runAction("plan")} style={styles.darkButton}>
+                <Text style={styles.darkButtonText}>Plan for today</Text>
+              </Pressable>
               <Pressable disabled={busy} onPress={() => runAction("remove")} style={styles.darkButton}>
                 <Text style={styles.darkButtonText}>Remove from saved</Text>
               </Pressable>
diff --git a/src/components/shop/ShopOptionsSheet.tsx b/src/components/shop/ShopOptionsSheet.tsx
new file mode 100644
index 0000000..6b37fad
--- /dev/null
+++ b/src/components/shop/ShopOptionsSheet.tsx
@@ -0,0 +1,505 @@
+import { Ionicons } from "@expo/vector-icons";
+import { BlurView } from "expo-blur";
+import { LinearGradient } from "expo-linear-gradient";
+import React, { useEffect, useRef, useState } from "react";
+import {
+  ActivityIndicator,
+  Alert,
+  Linking,
+  Modal,
+  Pressable,
+  ScrollView,
+  StyleSheet,
+  Text,
+  View,
+} from "react-native";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
+
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import AppImage from "@/src/components/common/AppImage";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraSurfaceTiers,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { formatMoney } from "@/src/lib/currency";
+import {
+  getProductRecommendationsForSuggestion,
+  type ProductOption,
+} from "@/src/lib/productRecommendations";
+import {
+  trackSuggestionEvent,
+  type SuggestionSourceScreen,
+} from "@/src/lib/suggestionAnalytics";
+import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
+
+type ShopOptionsSheetProps = {
+  visible: boolean;
+  suggestion: WardrobeSuggestion | null;
+  userId?: string | null;
+  sourceScreen: SuggestionSourceScreen;
+  onDismiss: () => void;
+};
+
+function tierLabel(tier: ProductOption["tier"]) {
+  if (tier === "budget") return "Budget";
+  if (tier === "premium") return "Premium";
+  return "Mid";
+}
+
+function productPrice(product: ProductOption) {
+  if (typeof product.price !== "number") return null;
+  return formatMoney(product.price, product.currency);
+}
+
+function sourceLabel(product: ProductOption) {
+  return product.source === "live" ? "Live pick" : "Curated pick";
+}
+
+function ratingLabel(product: ProductOption) {
+  if (typeof product.rating !== "number") return null;
+  const rating = product.rating.toFixed(product.rating % 1 === 0 ? 0 : 1);
+  const reviews =
+    typeof product.reviews === "number" && product.reviews > 0
+      ? ` (${new Intl.NumberFormat(undefined, { notation: product.reviews > 999 ? "compact" : "standard" }).format(product.reviews)})`
+      : "";
+  return `${rating}★${reviews}`;
+}
+
+export default function ShopOptionsSheet({
+  visible,
+  suggestion,
+  userId,
+  sourceScreen,
+  onDismiss,
+}: ShopOptionsSheetProps) {
+  const { colors } = useAppTheme();
+  const insets = useSafeAreaInsets();
+  const [products, setProducts] = useState<ProductOption[]>([]);
+  const [loadingProducts, setLoadingProducts] = useState(false);
+  const openedKeyRef = useRef<string | null>(null);
+  const renderedLiveKeysRef = useRef(new Set<string>());
+  const hasAffiliateLinks = products.some((product) => product.affiliateEligible);
+
+  useEffect(() => {
+    if (!visible || !suggestion) {
+      setProducts([]);
+      setLoadingProducts(false);
+      return;
+    }
+
+    setProducts([]);
+    setLoadingProducts(true);
+    let active = true;
+    void getProductRecommendationsForSuggestion(suggestion, {
+      userId,
+      sourceScreen,
+      maxResults: 3,
+    })
+      .then((nextProducts) => {
+        if (!active) return;
+        setProducts(nextProducts);
+      })
+      .finally(() => {
+        if (active) setLoadingProducts(false);
+      });
+
+    return () => {
+      active = false;
+    };
+  }, [sourceScreen, suggestion, userId, visible]);
+
+  useEffect(() => {
+    if (!visible || !suggestion) return;
+    const key = `${sourceScreen}:${suggestion.id}`;
+    if (openedKeyRef.current === key) return;
+    openedKeyRef.current = key;
+    void trackSuggestionEvent({
+      userId,
+      eventName: "shop_options_opened",
+      suggestion,
+      sourceScreen,
+    });
+  }, [sourceScreen, suggestion, userId, visible]);
+
+  useEffect(() => {
+    if (!visible || !suggestion) return;
+    products.forEach((product) => {
+      if (product.source !== "live") return;
+      const key = `${suggestion.id}:${product.id}`;
+      if (renderedLiveKeysRef.current.has(key)) return;
+      renderedLiveKeysRef.current.add(key);
+      void trackSuggestionEvent({
+        userId,
+        eventName: "live_product_rendered",
+        suggestion,
+        sourceScreen,
+        merchant: product.merchant,
+        productSource: product.source,
+        affiliateEligible: product.affiliateEligible,
+      });
+    });
+  }, [products, sourceScreen, suggestion, userId, visible]);
+
+  async function openProduct(product: ProductOption) {
+    if (!suggestion) return;
+    await trackSuggestionEvent({
+      userId,
+      eventName: "affiliate_product_clicked",
+      suggestion,
+      sourceScreen,
+      merchant: product.merchant,
+      productSource: product.source,
+      affiliateEligible: product.affiliateEligible,
+    });
+    const url = product.affiliateUrl || product.productUrl;
+    try {
+      const canOpen = await Linking.canOpenURL(url);
+      if (!canOpen) {
+        Alert.alert("AURA", "That item link could not be opened on this device.");
+        return;
+      }
+      await Linking.openURL(url);
+    } catch {
+      Alert.alert("AURA", "That item link could not be opened right now.");
+    }
+  }
+
+  return (
+    <Modal
+      visible={visible}
+      transparent
+      animationType="slide"
+      onRequestClose={onDismiss}
+    >
+      <View style={styles.root}>
+        <Pressable
+          accessibilityLabel="Close shopping options"
+          style={StyleSheet.absoluteFill}
+          onPress={onDismiss}
+        />
+        <View
+          style={[
+            styles.sheet,
+            {
+              paddingBottom: Math.max(18, insets.bottom + 14),
+              backgroundColor: "rgba(9,0,11,0.92)",
+              borderColor: colors.border,
+            },
+          ]}
+        >
+          <BlurView intensity={28} tint="dark" style={StyleSheet.absoluteFill} />
+          <LinearGradient
+            pointerEvents="none"
+            colors={["rgba(223,182,178,0.12)", "rgba(43,18,76,0.34)", "rgba(9,0,11,0.86)"]}
+            start={{ x: 0, y: 0 }}
+            end={{ x: 1, y: 1 }}
+            style={StyleSheet.absoluteFill}
+          />
+          <View style={styles.handle} />
+
+          <View style={styles.header}>
+            <View style={{ flex: 1, gap: 5 }}>
+              <Text style={[auraTypography.eyebrow, { color: colors.ctaCream }]} numberOfLines={1}>
+                {products.some((product) => product.source === "live") ? "Live Options" : "Curated Options"}
+              </Text>
+              <Text
+                style={[auraTypography.sectionTitle, { color: colors.text }]}
+                numberOfLines={2}
+              >
+                {suggestion ? suggestion.itemType : "Wardrobe options"}
+              </Text>
+            </View>
+            <AuraPressable
+              accessibilityLabel="Close shopping options"
+              onPress={onDismiss}
+              haptic="selection"
+              hapticTrigger="press"
+              pressedScale={0.94}
+              style={{
+                width: 40,
+                height: 40,
+                borderRadius: 999,
+                alignItems: "center",
+                justifyContent: "center",
+                backgroundColor: colors.chipBackground,
+                borderWidth: 1,
+                borderColor: colors.border,
+              }}
+            >
+              <Ionicons name="close" size={18} color={colors.textSecondary} />
+            </AuraPressable>
+          </View>
+
+          {suggestion ? (
+            <Text
+              style={[auraTypography.bodySecondary, { color: colors.textSecondary }]}
+              numberOfLines={2}
+            >
+              {suggestion.reason}
+            </Text>
+          ) : null}
+
+          <ScrollView
+            showsVerticalScrollIndicator={false}
+            contentContainerStyle={{ gap: 10, paddingTop: 2 }}
+          >
+            {loadingProducts && !products.length ? (
+              <View
+                style={[
+                  styles.loadingCard,
+                  {
+                    backgroundColor: colors.chipBackground,
+                    borderColor: colors.border,
+                  },
+                ]}
+              >
+                <ActivityIndicator size="small" color={colors.ctaCream} />
+                <View style={{ flex: 1, gap: 3 }}>
+                  <Text style={{ color: colors.text, fontSize: 13.5, fontWeight: "900" }}>
+                    Finding curated options
+                  </Text>
+                  <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16, fontWeight: "600" }}>
+                    AURA is choosing safe MVP picks for this wardrobe gap.
+                  </Text>
+                </View>
+              </View>
+            ) : null}
+            {products.map((product) => {
+              const price = productPrice(product);
+              const rating = ratingLabel(product);
+              return (
+                <View
+                  key={product.id}
+                  style={[
+                    styles.productRow,
+                    {
+                      ...auraSurfaceTiers.surfaceInteractive,
+                      borderColor: colors.border,
+                    },
+                  ]}
+                >
+                  <View
+                    style={{
+                      width: 58,
+                      height: 64,
+                      borderRadius: 15,
+                      overflow: "hidden",
+                      alignItems: "center",
+                      justifyContent: "center",
+                      backgroundColor: colors.surfaceSoft,
+                      borderWidth: 1,
+                      borderColor: colors.border,
+                    }}
+                  >
+                    {product.imageUrl ? (
+                      <AppImage
+                        source={{ uri: product.imageUrl }}
+                        resizeMode="cover"
+                        style={{ width: "100%", height: "100%" }}
+                      />
+                    ) : (
+                      <Ionicons name="shirt-outline" size={23} color={colors.textSecondary} />
+                    )}
+                  </View>
+
+                  <View style={{ flex: 1, minWidth: 0, gap: 4 }}>
+                    <Text
+                      style={{
+                        color: colors.text,
+                        fontSize: 14,
+                        lineHeight: 18,
+                        fontWeight: "900",
+                        letterSpacing: 0,
+                      }}
+                      numberOfLines={2}
+                    >
+                      {product.title}
+                    </Text>
+                    <Text
+                      style={{
+                        color: colors.textSecondary,
+                        fontSize: 12,
+                        lineHeight: 16,
+                        fontWeight: "700",
+                        letterSpacing: 0,
+                      }}
+                      numberOfLines={1}
+                    >
+                      {[product.brand, product.merchant].filter(Boolean).join(" at ")}
+                    </Text>
+                    <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 6 }}>
+                      <View
+                        style={{
+                          minHeight: 24,
+                          borderRadius: 999,
+                          paddingHorizontal: 8,
+                          alignItems: "center",
+                          justifyContent: "center",
+                          backgroundColor: colors.chipBackground,
+                          borderWidth: 1,
+                          borderColor: colors.border,
+                        }}
+                      >
+                        <Text
+                          style={{
+                            color: colors.ctaCream,
+                            fontSize: 10.5,
+                            lineHeight: 13,
+                            fontWeight: "900",
+                            letterSpacing: 0,
+                          }}
+                          numberOfLines={1}
+                        >
+                          {tierLabel(product.tier)}
+                        </Text>
+                      </View>
+                      <View
+                        style={{
+                          minHeight: 24,
+                          borderRadius: 999,
+                          paddingHorizontal: 8,
+                          alignItems: "center",
+                          justifyContent: "center",
+                          backgroundColor: product.source === "live" ? colors.purpleSurface : "rgba(251,228,216,0.06)",
+                          borderWidth: 1,
+                          borderColor: product.source === "live" ? colors.purpleBorder : colors.border,
+                        }}
+                      >
+                        <Text
+                          style={{
+                            color: product.source === "live" ? colors.ctaCream : colors.textSecondary,
+                            fontSize: 10.5,
+                            lineHeight: 13,
+                            fontWeight: "900",
+                            letterSpacing: 0,
+                          }}
+                          numberOfLines={1}
+                        >
+                          {sourceLabel(product)}
+                        </Text>
+                      </View>
+                      {price ? (
+                        <Text
+                          selectable
+                          style={{
+                            color: colors.textSecondary,
+                            fontSize: 11.5,
+                            lineHeight: 22,
+                            fontWeight: "800",
+                            letterSpacing: 0,
+                            fontVariant: ["tabular-nums"],
+                          }}
+                          numberOfLines={1}
+                        >
+                          {price}
+                        </Text>
+                      ) : null}
+                      {rating ? (
+                        <Text
+                          style={{
+                            color: colors.textSecondary,
+                            fontSize: 11.5,
+                            lineHeight: 22,
+                            fontWeight: "800",
+                            letterSpacing: 0,
+                            fontVariant: ["tabular-nums"],
+                          }}
+                          numberOfLines={1}
+                        >
+                          {rating}
+                        </Text>
+                      ) : null}
+                    </View>
+                  </View>
+
+                  <AuraPressable
+                    onPress={() => void openProduct(product)}
+                    haptic="selection"
+                    hapticTrigger="press"
+                    pressedScale={0.96}
+                    style={{
+                      ...auraButtonStyle(colors, "primary", false, "compact"),
+                      minHeight: 38,
+                      paddingHorizontal: 12,
+                    }}
+                  >
+                    <Text
+                      style={[auraButtonTextStyle(colors, "primary"), { fontSize: 12, lineHeight: 15 }]}
+                      numberOfLines={1}
+                    >
+                      View item
+                    </Text>
+                  </AuraPressable>
+                </View>
+              );
+            })}
+          </ScrollView>
+
+          {hasAffiliateLinks ? (
+            <Text
+              style={{
+                color: colors.textMuted,
+                fontSize: 11,
+                lineHeight: 15,
+                fontWeight: "600",
+                textAlign: "center",
+              }}
+            >
+              Some shopping links may earn AURA a commission.
+            </Text>
+          ) : null}
+        </View>
+      </View>
+    </Modal>
+  );
+}
+
+const styles = StyleSheet.create({
+  root: {
+    flex: 1,
+    justifyContent: "flex-end",
+    backgroundColor: "rgba(9,0,11,0.58)",
+  },
+  sheet: {
+    maxHeight: "82%",
+    borderTopLeftRadius: 30,
+    borderTopRightRadius: 30,
+    borderWidth: 1,
+    overflow: "hidden",
+    paddingTop: 10,
+    paddingHorizontal: 16,
+    gap: 14,
+  },
+  handle: {
+    width: 44,
+    height: 4,
+    borderRadius: 999,
+    alignSelf: "center",
+    backgroundColor: "rgba(251,228,216,0.28)",
+  },
+  header: {
+    flexDirection: "row",
+    alignItems: "flex-start",
+    gap: 12,
+    paddingTop: 2,
+  },
+  productRow: {
+    borderRadius: 20,
+    padding: 10,
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 11,
+  },
+  loadingCard: {
+    minHeight: 78,
+    borderRadius: 20,
+    borderWidth: 1,
+    padding: 14,
+    flexDirection: "row",
+    alignItems: "center",
+    gap: 12,
+  },
+});
diff --git a/src/components/suggestions/WardrobeSuggestionCard.tsx b/src/components/suggestions/WardrobeSuggestionCard.tsx
new file mode 100644
index 0000000..cf5b351
--- /dev/null
+++ b/src/components/suggestions/WardrobeSuggestionCard.tsx
@@ -0,0 +1,303 @@
+import { Ionicons } from "@expo/vector-icons";
+import React, { useEffect, useRef } from "react";
+import { Text, View } from "react-native";
+
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import {
+  auraButtonStyle,
+  auraButtonTextStyle,
+  auraSurfaceTiers,
+  auraTypography,
+} from "@/src/components/ui/auraStylePrimitives";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+import {
+  trackSuggestionEvent,
+  type SuggestionSourceScreen,
+} from "@/src/lib/suggestionAnalytics";
+import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
+
+type WardrobeSuggestionCardProps = {
+  suggestion: WardrobeSuggestion;
+  userId?: string | null;
+  sourceScreen: SuggestionSourceScreen;
+  compact?: boolean;
+  onFindOptions?: (suggestion: WardrobeSuggestion) => void;
+  onDismiss?: (suggestion: WardrobeSuggestion) => void;
+  onSave?: (suggestion: WardrobeSuggestion) => void;
+};
+
+function priorityLabel(priority: WardrobeSuggestion["priority"]) {
+  if (priority === "high") return "High impact";
+  if (priority === "medium") return "Medium";
+  return "Low";
+}
+
+function outfitEstimateLabel(value: number) {
+  const count = Math.max(0, Math.round(value));
+  return `${count} outfit${count === 1 ? "" : "s"} unlocked`;
+}
+
+export default function WardrobeSuggestionCard({
+  suggestion,
+  userId,
+  sourceScreen,
+  compact = false,
+  onFindOptions,
+  onDismiss,
+  onSave,
+}: WardrobeSuggestionCardProps) {
+  const { colors } = useAppTheme();
+  const viewedRef = useRef(false);
+
+  useEffect(() => {
+    if (viewedRef.current) return;
+    viewedRef.current = true;
+    void trackSuggestionEvent({
+      userId,
+      eventName: "suggestion_viewed",
+      suggestion,
+      sourceScreen,
+    });
+  }, [sourceScreen, suggestion, userId]);
+
+  function handleFindOptions() {
+    void trackSuggestionEvent({
+      userId,
+      eventName: "suggestion_clicked",
+      suggestion,
+      sourceScreen,
+    });
+    onFindOptions?.(suggestion);
+  }
+
+  function handleSave() {
+    void trackSuggestionEvent({
+      userId,
+      eventName: "suggestion_saved",
+      suggestion,
+      sourceScreen,
+    });
+    onSave?.(suggestion);
+  }
+
+  function handleDismiss() {
+    void trackSuggestionEvent({
+      userId,
+      eventName: "suggestion_dismissed",
+      suggestion,
+      sourceScreen,
+    });
+    onDismiss?.(suggestion);
+  }
+
+  return (
+    <View
+      style={{
+        borderRadius: compact ? 18 : 22,
+        padding: compact ? 12 : 14,
+        ...auraSurfaceTiers.surfaceInteractive,
+        gap: compact ? 10 : 12,
+      }}
+    >
+      <View style={{ flexDirection: "row", gap: 11, alignItems: "flex-start" }}>
+        <View
+          style={{
+            width: compact ? 34 : 38,
+            height: compact ? 34 : 38,
+            borderRadius: 999,
+            alignItems: "center",
+            justifyContent: "center",
+            backgroundColor: colors.purpleSurface,
+            borderWidth: 1,
+            borderColor: colors.purpleBorder,
+          }}
+        >
+          <Ionicons name="sparkles-outline" size={compact ? 16 : 18} color={colors.ctaCream} />
+        </View>
+
+        <View style={{ flex: 1, minWidth: 0, gap: 5 }}>
+          <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+            <Text
+              style={[
+                auraTypography.cardTitle,
+                {
+                  flex: 1,
+                  color: colors.text,
+                  fontSize: compact ? 15.5 : 18,
+                  lineHeight: compact ? 20 : 23,
+                },
+              ]}
+              numberOfLines={1}
+            >
+              {suggestion.itemType}
+            </Text>
+            <View
+              style={{
+                borderRadius: 999,
+                paddingHorizontal: 8,
+                minHeight: 25,
+                alignItems: "center",
+                justifyContent: "center",
+                backgroundColor: suggestion.priority === "high" ? colors.purpleSurfaceStrong : colors.chipBackground,
+                borderWidth: 1,
+                borderColor: suggestion.priority === "high" ? colors.purpleBorder : colors.border,
+              }}
+            >
+              <Text
+                style={{
+                  color: suggestion.priority === "high" ? colors.ctaCream : colors.textSecondary,
+                  fontSize: 10.5,
+                  lineHeight: 13,
+                  fontWeight: "900",
+                  letterSpacing: 0,
+                }}
+                numberOfLines={1}
+              >
+                {priorityLabel(suggestion.priority)}
+              </Text>
+            </View>
+          </View>
+
+          <Text
+            style={[
+              auraTypography.bodySecondary,
+              {
+                color: colors.textSecondary,
+                fontSize: compact ? 12.5 : 14,
+                lineHeight: compact ? 18 : 20,
+              },
+            ]}
+            numberOfLines={compact ? 2 : 3}
+          >
+            {suggestion.reason}
+          </Text>
+        </View>
+      </View>
+
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
+        <View
+          style={{
+            minHeight: 30,
+            borderRadius: 999,
+            paddingHorizontal: 9,
+            alignItems: "center",
+            justifyContent: "center",
+            backgroundColor: colors.chipBackground,
+            borderWidth: 1,
+            borderColor: colors.border,
+          }}
+        >
+          <Text
+            selectable
+            style={{
+              color: colors.ctaCream,
+              fontSize: 11.5,
+              lineHeight: 15,
+              fontWeight: "900",
+              letterSpacing: 0,
+              fontVariant: ["tabular-nums"],
+            }}
+            numberOfLines={1}
+          >
+            {outfitEstimateLabel(suggestion.outfitsUnlockedEstimate)}
+          </Text>
+        </View>
+        {suggestion.preferredColors.slice(0, compact ? 2 : 3).map((color) => (
+          <View
+            key={`${suggestion.id}-${color}`}
+            style={{
+              minHeight: 30,
+              borderRadius: 999,
+              paddingHorizontal: 9,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: "rgba(251,228,216,0.06)",
+              borderWidth: 1,
+              borderColor: colors.border,
+            }}
+          >
+            <Text
+              style={{
+                color: colors.textSecondary,
+                fontSize: 11.5,
+                lineHeight: 15,
+                fontWeight: "800",
+                letterSpacing: 0,
+              }}
+              numberOfLines={1}
+            >
+              {color}
+            </Text>
+          </View>
+        ))}
+      </View>
+
+      <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
+        {onSave ? (
+          <AuraPressable
+            accessibilityLabel={`Save ${suggestion.itemType} suggestion`}
+            onPress={handleSave}
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.95}
+            style={{
+              width: 38,
+              height: 38,
+              borderRadius: 999,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: colors.chipBackground,
+              borderWidth: 1,
+              borderColor: colors.border,
+            }}
+          >
+            <Ionicons name="bookmark-outline" size={16} color={colors.textSecondary} />
+          </AuraPressable>
+        ) : null}
+        {onDismiss ? (
+          <AuraPressable
+            accessibilityLabel={`Dismiss ${suggestion.itemType} suggestion`}
+            onPress={handleDismiss}
+            haptic="selection"
+            hapticTrigger="press"
+            pressedScale={0.95}
+            style={{
+              width: 38,
+              height: 38,
+              borderRadius: 999,
+              alignItems: "center",
+              justifyContent: "center",
+              backgroundColor: colors.chipBackground,
+              borderWidth: 1,
+              borderColor: colors.border,
+            }}
+          >
+            <Ionicons name="close" size={17} color={colors.textSecondary} />
+          </AuraPressable>
+        ) : null}
+        <AuraPressable
+          onPress={handleFindOptions}
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          style={{
+            ...auraButtonStyle(colors, "primary", false, "compact"),
+            minHeight: 40,
+            paddingHorizontal: 14,
+            flexDirection: "row",
+            gap: 7,
+            alignSelf: "flex-start",
+          }}
+        >
+          <Ionicons name="search-outline" size={14} color={colors.ctaText} />
+          <Text
+            style={[auraButtonTextStyle(colors, "primary"), { fontSize: 12.5, lineHeight: 16 }]}
+            numberOfLines={1}
+          >
+            Find options
+          </Text>
+        </AuraPressable>
+      </View>
+    </View>
+  );
+}
diff --git a/src/components/ui/AuraPrimitives.tsx b/src/components/ui/AuraPrimitives.tsx
new file mode 100644
index 0000000..81b93c5
--- /dev/null
+++ b/src/components/ui/AuraPrimitives.tsx
@@ -0,0 +1,567 @@
+import { Ionicons } from "@expo/vector-icons";
+import React from "react";
+import {
+  Text,
+  type TextProps,
+  type TextStyle,
+  View,
+  type StyleProp,
+  type ViewProps,
+  type ViewStyle,
+} from "react-native";
+
+import type { AppColors } from "@/constants/theme";
+import { Fonts } from "@/constants/theme";
+import AuraPressable from "@/src/components/aura/AuraPressable";
+import { SafeScreen } from "@/src/components/SafeScreen";
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+export const auraDesignTokens = {
+  spacing: {
+    xxs: 4,
+    xs: 8,
+    sm: 12,
+    md: 16,
+    lg: 20,
+    xl: 24,
+    xxl: 32,
+    xxxl: 40,
+  },
+  radii: {
+    sm: 12,
+    md: 18,
+    lg: 24,
+    xl: 28,
+    xxl: 32,
+    full: 999,
+  },
+  shadows: {
+    subtle: {
+      shadowColor: "#000",
+      shadowOpacity: 0.1,
+      shadowRadius: 14,
+      shadowOffset: { width: 0, height: 8 },
+      elevation: 2,
+    } satisfies ViewStyle,
+    elevated: {
+      shadowColor: "#000",
+      shadowOpacity: 0.16,
+      shadowRadius: 24,
+      shadowOffset: { width: 0, height: 16 },
+      elevation: 6,
+    } satisfies ViewStyle,
+  },
+  motion: {
+    fast: 120,
+    normal: 180,
+    slow: 280,
+    pressScale: 0.97,
+  },
+} as const;
+
+export type AuraTextVariant =
+  | "hero"
+  | "title"
+  | "heading"
+  | "section"
+  | "body"
+  | "bodyStrong"
+  | "caption"
+  | "metadata"
+  | "button";
+
+export type AuraTextTone =
+  | "primary"
+  | "secondary"
+  | "muted"
+  | "accent"
+  | "destructive"
+  | "success";
+
+const auraTextVariants: Record<AuraTextVariant, TextStyle> = {
+  hero: {
+    fontSize: 38,
+    lineHeight: 45,
+    fontWeight: "700",
+    letterSpacing: -0.5,
+  },
+  title: {
+    fontSize: 30,
+    lineHeight: 37,
+    fontWeight: "700",
+    letterSpacing: -0.45,
+  },
+  heading: {
+    fontSize: 24,
+    lineHeight: 31,
+    fontWeight: "600",
+    letterSpacing: -0.3,
+  },
+  section: {
+    fontSize: 17,
+    lineHeight: 23,
+    fontWeight: "600",
+    letterSpacing: -0.15,
+  },
+  body: {
+    fontSize: 15,
+    lineHeight: 23,
+    fontWeight: "400",
+    letterSpacing: 0,
+  },
+  bodyStrong: {
+    fontSize: 15,
+    lineHeight: 23,
+    fontWeight: "600",
+    letterSpacing: 0,
+  },
+  caption: {
+    fontSize: 12,
+    lineHeight: 18,
+    fontWeight: "400",
+    letterSpacing: 0,
+  },
+  metadata: {
+    fontSize: 11,
+    lineHeight: 15,
+    fontWeight: "500",
+    letterSpacing: 1.4,
+  },
+  button: {
+    fontSize: 15,
+    lineHeight: 20,
+    fontWeight: "600",
+    letterSpacing: 0.1,
+  },
+};
+
+function auraToneColor(colors: AppColors, tone: AuraTextTone) {
+  if (tone === "secondary") return colors.textSecondary;
+  if (tone === "muted") return colors.textMuted;
+  if (tone === "accent") return colors.accent;
+  if (tone === "destructive") return colors.destructive;
+  if (tone === "success") return colors.success;
+  return colors.textPrimary;
+}
+
+export function auraTextStyle(
+  colors: AppColors,
+  variant: AuraTextVariant = "body",
+  tone: AuraTextTone = "primary",
+): TextStyle {
+  return {
+    ...(Fonts.sans ? { fontFamily: Fonts.sans } : null),
+    color: auraToneColor(colors, tone),
+    ...auraTextVariants[variant],
+  };
+}
+
+export function AuraText({
+  variant = "body",
+  tone = "primary",
+  style,
+  children,
+  ...props
+}: TextProps & {
+  variant?: AuraTextVariant;
+  tone?: AuraTextTone;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <Text {...props} style={[auraTextStyle(colors, variant, tone), style]}>
+      {children}
+    </Text>
+  );
+}
+
+type AuraPressableProps = React.ComponentProps<typeof AuraPressable>;
+
+export type AuraButtonVariant = "primary" | "secondary" | "tertiary" | "ghost" | "destructive";
+export type AuraButtonSize = "default" | "compact" | "small";
+
+function buttonHeight(size: AuraButtonSize) {
+  if (size === "small") return 34;
+  if (size === "compact") return 42;
+  return 52;
+}
+
+function buttonPadding(size: AuraButtonSize) {
+  if (size === "small") return 10;
+  if (size === "compact") return 14;
+  return 18;
+}
+
+function auraButtonColors(colors: AppColors, variant: AuraButtonVariant, disabled?: boolean) {
+  if (disabled) {
+    return {
+      backgroundColor: colors.surfaceMuted,
+      borderColor: colors.borderSoft,
+      textColor: colors.textMuted,
+      iconColor: colors.textMuted,
+    };
+  }
+
+  if (variant === "primary") {
+    return {
+      backgroundColor: colors.accent,
+      borderColor: colors.borderStrong,
+      textColor: colors.primaryText,
+      iconColor: colors.primaryText,
+    };
+  }
+
+  if (variant === "secondary") {
+    return {
+      backgroundColor: colors.surfaceElevated,
+      borderColor: colors.borderStrong,
+      textColor: colors.textPrimary,
+      iconColor: colors.textPrimary,
+    };
+  }
+
+  if (variant === "destructive") {
+    return {
+      backgroundColor: colors.dangerSurface,
+      borderColor: colors.dangerBorder,
+      textColor: colors.destructive,
+      iconColor: colors.destructive,
+    };
+  }
+
+  if (variant === "ghost") {
+    return {
+      backgroundColor: "transparent",
+      borderColor: "transparent",
+      textColor: colors.textSecondary,
+      iconColor: colors.textSecondary,
+    };
+  }
+
+  return {
+    backgroundColor: colors.surfaceMuted,
+    borderColor: colors.border,
+    textColor: colors.textSecondary,
+    iconColor: colors.textSecondary,
+  };
+}
+
+export function AuraButton({
+  label,
+  children,
+  iconLeft,
+  iconRight,
+  variant = "primary",
+  size = "default",
+  fullWidth = false,
+  disabled,
+  style,
+  textStyle,
+  ...props
+}: Omit<AuraPressableProps, "children" | "style"> & {
+  label?: string;
+  children?: React.ReactNode;
+  iconLeft?: keyof typeof Ionicons.glyphMap;
+  iconRight?: keyof typeof Ionicons.glyphMap;
+  variant?: AuraButtonVariant;
+  size?: AuraButtonSize;
+  fullWidth?: boolean;
+  style?: StyleProp<ViewStyle>;
+  textStyle?: StyleProp<TextStyle>;
+}) {
+  const { colors } = useAppTheme();
+  const isDisabled = !!disabled;
+  const palette = auraButtonColors(colors, variant, isDisabled);
+  const minHeight = buttonHeight(size);
+  const horizontalPadding = buttonPadding(size);
+
+  return (
+    <AuraPressable
+      {...props}
+      disabled={disabled}
+      accessibilityRole={props.accessibilityRole ?? "button"}
+      accessibilityLabel={props.accessibilityLabel ?? label}
+      pressedScale={props.pressedScale ?? auraDesignTokens.motion.pressScale}
+      style={[
+        {
+          minHeight,
+          borderRadius: auraDesignTokens.radii.full,
+          paddingHorizontal: horizontalPadding,
+          paddingVertical: 0,
+          borderWidth: 1,
+          borderColor: palette.borderColor,
+          backgroundColor: palette.backgroundColor,
+          alignItems: "center",
+          justifyContent: "center",
+          flexDirection: "row",
+          gap: auraDesignTokens.spacing.xs,
+          alignSelf: fullWidth ? "stretch" : "auto",
+          opacity: isDisabled ? 0.62 : 1,
+        },
+        style,
+      ]}
+    >
+      {iconLeft ? <Ionicons name={iconLeft} size={size === "small" ? 13 : 16} color={palette.iconColor} /> : null}
+      {children ?? (
+        <Text
+          numberOfLines={1}
+          style={[
+            auraTextStyle(colors, "button"),
+            {
+              color: palette.textColor,
+              fontSize: size === "small" ? 12 : 15,
+              lineHeight: size === "small" ? 16 : 20,
+            },
+            textStyle,
+          ]}
+        >
+          {label}
+        </Text>
+      )}
+      {iconRight ? <Ionicons name={iconRight} size={size === "small" ? 13 : 16} color={palette.iconColor} /> : null}
+    </AuraPressable>
+  );
+}
+
+export function AuraIconButton({
+  icon,
+  label,
+  variant = "tertiary",
+  size = "compact",
+  disabled,
+  style,
+  ...props
+}: Omit<AuraPressableProps, "children" | "style"> & {
+  icon: keyof typeof Ionicons.glyphMap;
+  label: string;
+  variant?: AuraButtonVariant;
+  size?: AuraButtonSize;
+  style?: StyleProp<ViewStyle>;
+}) {
+  const { colors } = useAppTheme();
+  const isDisabled = !!disabled;
+  const palette = auraButtonColors(colors, variant, isDisabled);
+  const dimension = size === "small" ? 34 : size === "compact" ? 42 : 52;
+
+  return (
+    <AuraPressable
+      {...props}
+      disabled={disabled}
+      accessibilityRole={props.accessibilityRole ?? "button"}
+      accessibilityLabel={props.accessibilityLabel ?? label}
+      pressedScale={props.pressedScale ?? auraDesignTokens.motion.pressScale}
+      style={[
+        {
+          width: dimension,
+          height: dimension,
+          borderRadius: auraDesignTokens.radii.full,
+          borderWidth: 1,
+          borderColor: palette.borderColor,
+          backgroundColor: palette.backgroundColor,
+          alignItems: "center",
+          justifyContent: "center",
+          opacity: isDisabled ? 0.62 : 1,
+        },
+        style,
+      ]}
+    >
+      <Ionicons name={icon} size={size === "small" ? 15 : 18} color={palette.iconColor} />
+    </AuraPressable>
+  );
+}
+
+export type AuraCardVariant = "solid" | "elevated" | "muted" | "glass" | "inset" | "sheet";
+export type AuraCardPadding = "none" | "sm" | "md" | "lg";
+
+function cardPadding(padding: AuraCardPadding) {
+  if (padding === "none") return 0;
+  if (padding === "sm") return auraDesignTokens.spacing.sm;
+  if (padding === "lg") return auraDesignTokens.spacing.lg;
+  return auraDesignTokens.spacing.md;
+}
+
+function auraCardBase(colors: AppColors, variant: AuraCardVariant): ViewStyle {
+  if (variant === "elevated") {
+    return {
+      backgroundColor: colors.surfaceElevated,
+      borderColor: colors.borderStrong,
+      ...auraDesignTokens.shadows.subtle,
+    };
+  }
+
+  if (variant === "muted" || variant === "inset") {
+    return {
+      backgroundColor: colors.surfaceMuted,
+      borderColor: colors.border,
+    };
+  }
+
+  if (variant === "glass") {
+    return {
+      backgroundColor: colors.glass,
+      borderColor: colors.border,
+    };
+  }
+
+  if (variant === "sheet") {
+    return {
+      backgroundColor: colors.surfaceElevated,
+      borderColor: colors.borderStrong,
+      ...auraDesignTokens.shadows.elevated,
+    };
+  }
+
+  return {
+    backgroundColor: colors.surface,
+    borderColor: colors.border,
+  };
+}
+
+export function AuraCard({
+  variant = "solid",
+  padding = "md",
+  radius = "lg",
+  style,
+  children,
+  ...props
+}: ViewProps & {
+  variant?: AuraCardVariant;
+  padding?: AuraCardPadding;
+  radius?: keyof typeof auraDesignTokens.radii;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View
+      {...props}
+      style={[
+        {
+          borderRadius: auraDesignTokens.radii[radius],
+          borderWidth: 1,
+          padding: cardPadding(padding),
+        },
+        auraCardBase(colors, variant),
+        variant === "inset" ? { borderRadius: auraDesignTokens.radii.md } : null,
+        style,
+      ]}
+    >
+      {children}
+    </View>
+  );
+}
+
+export function AuraDivider({
+  inset = 0,
+  style,
+}: {
+  inset?: number;
+  style?: StyleProp<ViewStyle>;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View
+      style={[
+        {
+          height: 1,
+          marginHorizontal: inset,
+          backgroundColor: colors.borderSoft,
+        },
+        style,
+      ]}
+    />
+  );
+}
+
+export function AuraSectionHeader({
+  title,
+  eyebrow,
+  subtitle,
+  actionLabel,
+  actionIcon,
+  onAction,
+  style,
+}: {
+  title: string;
+  eyebrow?: string;
+  subtitle?: string;
+  actionLabel?: string;
+  actionIcon?: keyof typeof Ionicons.glyphMap;
+  onAction?: () => void;
+  style?: StyleProp<ViewStyle>;
+}) {
+  return (
+    <View style={[{ gap: auraDesignTokens.spacing.xs }, style]}>
+      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: auraDesignTokens.spacing.md }}>
+        <View style={{ flex: 1, gap: 3 }}>
+          {eyebrow ? (
+            <AuraText variant="metadata" tone="accent" numberOfLines={1} style={{ textTransform: "uppercase" }}>
+              {eyebrow}
+            </AuraText>
+          ) : null}
+          <AuraText variant="section" numberOfLines={1}>
+            {title}
+          </AuraText>
+        </View>
+        {actionLabel && onAction ? (
+          <AuraButton
+            label={actionLabel}
+            iconRight={actionIcon}
+            onPress={onAction}
+            variant="ghost"
+            size="small"
+            haptic="selection"
+            hapticTrigger="press"
+          />
+        ) : null}
+      </View>
+      {subtitle ? (
+        <AuraText variant="caption" tone="secondary">
+          {subtitle}
+        </AuraText>
+      ) : null}
+    </View>
+  );
+}
+
+export function AuraSheetBackdrop({
+  style,
+  children,
+}: {
+  style?: StyleProp<ViewStyle>;
+  children?: React.ReactNode;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View style={[{ flex: 1, backgroundColor: colors.overlay, justifyContent: "flex-end" }, style]}>
+      {children}
+    </View>
+  );
+}
+
+export function AuraSheetSurface({
+  style,
+  children,
+  ...props
+}: ViewProps) {
+  return (
+    <AuraCard {...props} variant="sheet" radius="xl" padding="md" style={style}>
+      {children}
+    </AuraCard>
+  );
+}
+
+export function AuraScreen({
+  backgroundColor,
+  children,
+  ...props
+}: React.ComponentProps<typeof SafeScreen>) {
+  const { colors } = useAppTheme();
+
+  return (
+    <SafeScreen {...props} backgroundColor={backgroundColor ?? colors.background}>
+      {children}
+    </SafeScreen>
+  );
+}
diff --git a/src/components/ui/AuraSkeleton.tsx b/src/components/ui/AuraSkeleton.tsx
new file mode 100644
index 0000000..0045096
--- /dev/null
+++ b/src/components/ui/AuraSkeleton.tsx
@@ -0,0 +1,49 @@
+import React from "react";
+import { type DimensionValue, type StyleProp, type ViewStyle, View } from "react-native";
+
+import { useAppTheme } from "@/src/hooks/useAppTheme";
+
+import { auraDesignTokens } from "./AuraPrimitives";
+
+export function AuraSkeleton({
+  width,
+  height,
+  radius = auraDesignTokens.radii.sm,
+  style,
+}: {
+  width?: DimensionValue;
+  height: DimensionValue;
+  radius?: number;
+  style?: StyleProp<ViewStyle>;
+}) {
+  const { colors } = useAppTheme();
+
+  return (
+    <View
+      accessibilityElementsHidden
+      importantForAccessibility="no-hide-descendants"
+      style={[
+        {
+          width,
+          height,
+          borderRadius: radius,
+          backgroundColor: colors.surfaceMuted,
+          borderWidth: 1,
+          borderColor: colors.borderSoft,
+          opacity: 0.74,
+        },
+        style,
+      ]}
+    />
+  );
+}
+
+export function AuraSkeletonLine({
+  width = "100%",
+  height = 12,
+}: {
+  width?: DimensionValue;
+  height?: number;
+}) {
+  return <AuraSkeleton width={width} height={height} radius={999} />;
+}
diff --git a/src/components/ui/auraStylePrimitives.ts b/src/components/ui/auraStylePrimitives.ts
index f1d3eca..8213174 100644
--- a/src/components/ui/auraStylePrimitives.ts
+++ b/src/components/ui/auraStylePrimitives.ts
@@ -10,88 +10,94 @@ export const auraSpacing = {
   lg: 20,
   xl: 24,
   xxl: 32,
+  xxxl: 40,
 } as const;
 
 export const auraRadii = {
+  sm: 12,
+  md: 18,
+  lg: 24,
   small: 12,
   medium: 18,
   large: 24,
   xl: 28,
+  xxl: 32,
+  full: 999,
   pill: 999,
 } as const;
 
 export const auraTypography = StyleSheet.create({
   screenTitle: {
     fontSize: 28,
-    lineHeight: 34,
-    fontWeight: "900",
-    letterSpacing: 0,
+    lineHeight: 35,
+    fontWeight: "700",
+    letterSpacing: -0.35,
   },
   sectionTitle: {
     fontSize: 20,
-    lineHeight: 25,
-    fontWeight: "900",
-    letterSpacing: 0,
+    lineHeight: 26,
+    fontWeight: "600",
+    letterSpacing: -0.2,
   },
   cardTitle: {
     fontSize: 18,
-    lineHeight: 23,
-    fontWeight: "900",
-    letterSpacing: 0,
+    lineHeight: 24,
+    fontWeight: "600",
+    letterSpacing: -0.15,
   },
   body: {
     fontSize: 15,
-    lineHeight: 22,
-    fontWeight: "500",
+    lineHeight: 23,
+    fontWeight: "400",
     letterSpacing: 0,
   },
   bodySecondary: {
     fontSize: 14,
-    lineHeight: 20,
-    fontWeight: "500",
+    lineHeight: 21,
+    fontWeight: "400",
     letterSpacing: 0,
   },
   caption: {
     fontSize: 12,
-    lineHeight: 17,
-    fontWeight: "700",
+    lineHeight: 18,
+    fontWeight: "400",
     letterSpacing: 0,
   },
   eyebrow: {
     fontSize: 11,
     lineHeight: 15,
-    fontWeight: "900",
-    letterSpacing: 1.2,
+    fontWeight: "500",
+    letterSpacing: 1.6,
     textTransform: "uppercase",
   },
   chipLabel: {
     fontSize: 12.5,
     lineHeight: 16,
-    fontWeight: "800",
+    fontWeight: "500",
     letterSpacing: 0,
   },
   buttonLabel: {
     fontSize: 15,
     lineHeight: 20,
-    fontWeight: "900",
-    letterSpacing: 0,
+    fontWeight: "600",
+    letterSpacing: 0.1,
   },
 });
 
 export const auraSurfaceTiers = {
   surfaceBase: {
-    backgroundColor: "rgba(43,18,76,0.46)",
-    borderColor: "rgba(251,228,216,0.10)",
+    backgroundColor: "rgba(24,22,30,0.72)",
+    borderColor: "rgba(251,228,216,0.08)",
     borderWidth: 1,
   },
   surfaceRaised: {
-    backgroundColor: "rgba(43,18,76,0.55)",
-    borderColor: "rgba(251,228,216,0.12)",
+    backgroundColor: "rgba(34,31,40,0.86)",
+    borderColor: "rgba(251,228,216,0.10)",
     borderWidth: 1,
   },
   surfaceInteractive: {
-    backgroundColor: "rgba(82,43,91,0.28)",
-    borderColor: "rgba(251,228,216,0.12)",
+    backgroundColor: "rgba(42,36,50,0.66)",
+    borderColor: "rgba(251,228,216,0.09)",
     borderWidth: 1,
   },
 } satisfies Record<string, ViewStyle>;
@@ -119,8 +125,8 @@ export function auraButtonStyle(
   if (disabled) {
     return {
       ...base,
-      backgroundColor: "rgba(82,43,91,0.18)",
-      borderColor: "rgba(251,228,216,0.08)",
+      backgroundColor: colors.surfaceMuted,
+      borderColor: colors.borderSoft,
       opacity: 0.58,
     };
   }
@@ -165,7 +171,7 @@ export function auraButtonTextStyle(
   return {
     fontSize: 15,
     lineHeight: 20,
-    fontWeight: "900",
+    fontWeight: "600",
     letterSpacing: 0,
     color: disabled
       ? colors.textMuted
@@ -180,6 +186,26 @@ export function auraButtonTextStyle(
   };
 }
 
+export {
+  AuraButton,
+  AuraCard,
+  AuraDivider,
+  AuraIconButton,
+  AuraScreen,
+  AuraSectionHeader,
+  AuraSheetBackdrop,
+  AuraSheetSurface,
+  AuraText,
+  auraDesignTokens,
+  auraTextStyle,
+  type AuraButtonSize as AuraPrimitiveButtonSize,
+  type AuraButtonVariant as AuraPrimitiveButtonVariant,
+  type AuraCardPadding,
+  type AuraCardVariant as AuraPrimitiveCardVariant,
+  type AuraTextTone,
+  type AuraTextVariant,
+} from "./AuraPrimitives";
+
 export type AuraChipState = "selected" | "unselected" | "disabled" | "metadata" | "filter";
 
 export function auraChipStyle(colors: AppColors, state: AuraChipState = "unselected"): ViewStyle {
diff --git a/src/contexts/AuthContext.tsx b/src/contexts/AuthContext.tsx
index 3c26722..bed42c3 100644
--- a/src/contexts/AuthContext.tsx
+++ b/src/contexts/AuthContext.tsx
@@ -3,9 +3,13 @@ import React, { createContext, useContext, useEffect, useMemo, useState } from "
 
 import { auth } from "../lib/firebase";
 
+const AUTH_CHECK_TIMEOUT_MS = 10_000;
+
 type AuthContextValue = {
   user: User | null;
   loading: boolean;
+  authCheckTimedOut: boolean;
+  retryAuthCheck: () => void;
 };
 
 const AuthContext = createContext<AuthContextValue | undefined>(undefined);
@@ -13,16 +17,54 @@ const AuthContext = createContext<AuthContextValue | undefined>(undefined);
 export function AuthProvider({ children }: { children: React.ReactNode }) {
   const [user, setUser] = useState<User | null>(null);
   const [loading, setLoading] = useState(true);
+  const [authCheckTimedOut, setAuthCheckTimedOut] = useState(false);
+  const [retryKey, setRetryKey] = useState(0);
 
   useEffect(() => {
-    const unsub = onAuthStateChanged(auth, (nextUser) => {
-      setUser(nextUser);
-      setLoading(false);
-    });
-    return () => unsub();
+    let settled = false;
+    setLoading(true);
+    setAuthCheckTimedOut(false);
+
+    const timeout = setTimeout(() => {
+      if (!settled) {
+        setAuthCheckTimedOut(true);
+      }
+    }, AUTH_CHECK_TIMEOUT_MS);
+
+    const unsub = onAuthStateChanged(
+      auth,
+      (nextUser) => {
+        settled = true;
+        clearTimeout(timeout);
+        setUser(nextUser);
+        setLoading(false);
+        setAuthCheckTimedOut(false);
+      },
+      (error) => {
+        if (__DEV__) {
+          console.warn("[Auth] Session check failed", error);
+        }
+        settled = true;
+        clearTimeout(timeout);
+        setAuthCheckTimedOut(true);
+      },
+    );
+
+    return () => {
+      settled = true;
+      clearTimeout(timeout);
+      unsub();
+    };
+  }, [retryKey]);
+
+  const retryAuthCheck = React.useCallback(() => {
+    setRetryKey((value) => value + 1);
   }, []);
 
-  const value = useMemo(() => ({ user, loading }), [user, loading]);
+  const value = useMemo(
+    () => ({ user, loading, authCheckTimedOut, retryAuthCheck }),
+    [authCheckTimedOut, loading, retryAuthCheck, user],
+  );
   return <AuthContext.Provider value={value}>{children}</AuthContext.Provider>;
 }
 
diff --git a/src/hooks/aura/useAuraComposerState.ts b/src/hooks/aura/useAuraComposerState.ts
index 252652f..5f04367 100644
--- a/src/hooks/aura/useAuraComposerState.ts
+++ b/src/hooks/aura/useAuraComposerState.ts
@@ -27,8 +27,10 @@ type UseAuraComposerStateOptions = {
 const VOICE_LOCALE = "en-US";
 const VOICE_UNAVAILABLE_MESSAGE = "Voice input is not available in this build.";
 const VOICE_PERMISSION_MESSAGE = "Microphone permission is needed for voice input.";
+const VOICE_INPUT_ENABLED = process.env.EXPO_PUBLIC_AURA_VOICE_ENABLED !== "0";
 
 function ensureNativeVoiceModuleAvailable() {
+  if (!VOICE_INPUT_ENABLED) return false;
   if (Platform.OS === "web") return false;
   const nativeModules = NativeModules as unknown as Record<string, unknown>;
   if (!nativeModules.Voice && nativeModules.RCTVoice) {
@@ -372,8 +374,16 @@ export function useAuraComposerState({ uid: _uid }: UseAuraComposerStateOptions)
     setPendingAttachments((prev) => prev.filter((attachment) => attachment.id !== id));
   }, []);
 
+  const clearComposer = React.useCallback(() => {
+    ignoreSpeechResultsRef.current = true;
+    dictationBaseTextRef.current = "";
+    setMessage("");
+    setPendingAttachments([]);
+  }, []);
+
   return {
     attachmentRole,
+    clearComposer,
     handleAttachmentRoleChange,
     handleMicPress,
     handlePickImages,
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index 716ac39..be8773f 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -525,6 +525,7 @@ function isAuraLookAction(value: unknown): value is AuraLookAction {
   return (
     value === "saveLook" ||
     value === "planForToday" ||
+    value === "wearToday" ||
     value === "likeLook" ||
     value === "notMyVibe" ||
     value === "showMoreLikeThis" ||
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 8019501..62d4a6d 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -54,7 +54,7 @@ const ENABLE_CLIENT_LINK_PREVIEW =
   process.env.EXPO_PUBLIC_AURA_CLIENT_LINK_PREVIEW === "1" ||
   (Platform.OS !== "web" && process.env.EXPO_PUBLIC_AURA_CLIENT_LINK_PREVIEW !== "0");
 const DEBUG_AURA_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
-const AURA_STREAM_TIMEOUT_MS = 30_000;
+const AURA_STREAM_TIMEOUT_MS = 45_000;
 const AURA_STREAM_WITH_IMAGE_TIMEOUT_MS = 90_000;
 
 function sanitizeUserInput(input: string): string {
@@ -805,6 +805,20 @@ export async function askAuraStream(
   const url = getAskAuraStreamUrl();
   logAuraRequest("fetch_send", enrichedArgs, url);
   const body = JSON.stringify(enrichedArgs);
+  const streamController = new AbortController();
+  let streamTimedOut = false;
+  const streamTimeout = setTimeout(() => {
+    streamTimedOut = true;
+    streamController.abort();
+  }, auraStreamTimeoutMs(enrichedArgs));
+  const handleExternalAbort = () => streamController.abort();
+  callbacks.signal?.addEventListener("abort", handleExternalAbort, { once: true });
+
+  const clearStreamTimeout = () => {
+    clearTimeout(streamTimeout);
+    callbacks.signal?.removeEventListener("abort", handleExternalAbort);
+  };
+
   let response: Response;
   try {
     if (callbacks.signal?.aborted) throw createAuraStreamAbortError();
@@ -815,13 +829,14 @@ export async function askAuraStream(
         Authorization: `Bearer ${token}`,
       },
       body,
-      signal: callbacks.signal ?? undefined,
+      signal: streamController.signal,
     });
   } catch (error) {
-    if (isAuraStreamAbortError(error)) throw error;
+    clearStreamTimeout();
+    if (callbacks.signal?.aborted && isAuraStreamAbortError(error)) throw error;
     if (DEBUG_AURA_CLIENT) {
       console.log("[AURA_STREAM_FALLBACK]", "fetch stream failed before response, using callable fallback", {
-        error: error instanceof Error ? error.message : String(error),
+        error: streamTimedOut ? "AURA stream request timed out." : error instanceof Error ? error.message : String(error),
       });
     }
     const fallback = await askAura(enrichedArgs);
@@ -839,6 +854,7 @@ export async function askAuraStream(
     }
     const fallback = await askAura(enrichedArgs);
     callbacks.onFinal?.(fallback);
+    clearStreamTimeout();
     return fallback;
   }
 
@@ -846,6 +862,7 @@ export async function askAuraStream(
     logAuraRequest("callable_fallback_no_reader", args);
     const fallback = await askAura(enrichedArgs);
     callbacks.onFinal?.(fallback);
+    clearStreamTimeout();
     return fallback;
   }
 
@@ -889,16 +906,26 @@ export async function askAuraStream(
       });
     }
   } catch (error) {
-    if (isAuraStreamAbortError(error)) throw error;
+    clearStreamTimeout();
+    if (callbacks.signal?.aborted && isAuraStreamAbortError(error)) throw error;
     if (finalData) return finalData;
     const partial = partialStreamResponse();
     if (partial) {
       callbacks.onFinal?.(partial);
       return partial;
     }
-    throw error;
+    if (DEBUG_AURA_CLIENT) {
+      console.log("[AURA_STREAM_FALLBACK]", "fetch stream failed while reading, using callable fallback", {
+        error: streamTimedOut ? "AURA stream request timed out." : error instanceof Error ? error.message : String(error),
+      });
+    }
+    const fallback = await askAura(enrichedArgs);
+    callbacks.onFinal?.(fallback);
+    return fallback;
   }
 
+  clearStreamTimeout();
+
   if (finalData) return finalData;
 
   const partial = partialStreamResponse();
diff --git a/src/lib/auraActions.ts b/src/lib/auraActions.ts
index 8b0cded..e181d51 100644
--- a/src/lib/auraActions.ts
+++ b/src/lib/auraActions.ts
@@ -1,9 +1,9 @@
 import { logAuraLookStyleEvent } from "@/src/lib/auraMemory";
-import { auraLookToPlannedOutfit, saveAuraLook, type SavedAuraLookRecord } from "@/src/lib/auraLooks";
+import { saveAuraLook, type SavedAuraLookRecord } from "@/src/lib/auraLooks";
 import { saveAuraOutfitFeedback } from "@/src/lib/auraOutfitFeedback";
 import { Toast } from "@/src/lib/toast";
+import { markOutfitWorn, planOutfitForToday } from "@/src/lib/wearOutfit";
 import type { AuraLook, AuraLookAction, AuraLookOptionMeta } from "@/src/types/aura";
-import { savePlannedRecord } from "@/src/utils/dailyOutfits";
 
 type AuraAlertButton = {
   text: string;
@@ -29,6 +29,7 @@ export type HandleAuraLookActionOptions = {
   onSavedLook?: (saved: SavedAuraLookRecord) => void;
   onAfterSave?: () => void | Promise<void>;
   onAfterPlan?: () => void | Promise<void>;
+  onAfterWear?: () => void | Promise<void>;
 };
 
 export function buildAuraLookFeedbackPrompt(action: AuraLookAction, promptBase: string) {
@@ -73,6 +74,7 @@ export async function handleSharedAuraLookAction({
   onSavedLook,
   onAfterSave,
   onAfterPlan,
+  onAfterWear,
 }: HandleAuraLookActionOptions) {
   if (!uid || !look) return false;
 
@@ -85,14 +87,22 @@ export async function handleSharedAuraLookAction({
       void onAfterSave?.();
       Toast.saved();
     } catch (error: any) {
-      Toast.error("Save failed", error?.message ?? "Unable to save this look.");
+      if (__DEV__) {
+        console.error("SAVE LOOK UI ERROR:", error);
+      }
+      Toast.error("Save failed", "Couldn’t save this look. Please try again.");
     }
     return true;
   }
 
   if (action === "planForToday") {
     try {
-      await savePlannedRecord(uid, new Date(), auraLookToPlannedOutfit(look));
+      await planOutfitForToday({
+        uid,
+        source: "aura",
+        title: base,
+        look,
+      });
       void onAfterPlan?.();
       Toast.success("Planned", "This look is now attached to today.");
     } catch (error: any) {
@@ -101,6 +111,25 @@ export async function handleSharedAuraLookAction({
     return true;
   }
 
+  if (action === "wearToday") {
+    try {
+      const result = await markOutfitWorn({
+        uid,
+        source: "aura",
+        title: base,
+        look,
+      });
+      void onAfterWear?.();
+      Toast.success(
+        result.alreadyMarked ? "Already marked worn today" : "Marked as worn today",
+        result.alreadyMarked ? "AURA will not double-count it." : undefined,
+      );
+    } catch (error: any) {
+      Toast.error("Couldn't mark worn. Try again.", error?.message);
+    }
+    return true;
+  }
+
   if (action === "likeLook") {
     await logAuraLookStyleEvent(uid, "outfit_liked", look, { source: "aura" });
     await saveLookFeedback(uid, "outfit_liked", look, feedbackContext);
diff --git a/src/lib/auraChatHelpers.ts b/src/lib/auraChatHelpers.ts
index fa1deed..34a8b19 100644
--- a/src/lib/auraChatHelpers.ts
+++ b/src/lib/auraChatHelpers.ts
@@ -10,7 +10,7 @@ const MULTI_OUTFIT_REQUEST_RE =
 const OUTFIT_REFINEMENT_RE =
   /\b(with|without|more|less|make|push|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?)\b/i;
 const SINGLE_OUTFIT_REQUEST_RE =
-  /\b(?:give|build|make|create|pull|put together|plan|style|dress)\s+(?:me\s+)?(?:(?:an?|one|my|the)\s+)?(?:[\w'-]+\s+){0,6}(?:outfit|look)\b|\bbuild\s+(?:me\s+)?(?:from|with|using)\s+(?:my\s+)?(?:closet|wardrobe)\b|\bstyle me (?:today|now)\b|\bwhat should i wear(?: today| tonight| tomorrow)?\b/i;
+  /\b(?:give|build|make|create|pull|put together|plan|style|dress|suggest|recommend)\s+(?:me\s+)?(?:(?:an?|one|my|the)\s+)?(?:[\w'-]+\s+){0,6}(?:outfit|look|fit)\b|\b(?:suggest|recommend)\s+(?:an?|one|some)?\s*(?:outfit|look|fit)\b|\b(?:outfit|look|fit)\s+for\s+(?:today|tonight|tomorrow|date|school|work|rave|vacation|college|class|dinner|party)\b|\bbuild\s+(?:me\s+)?(?:from|with|using)\s+(?:my\s+)?(?:closet|wardrobe)\b|\bstyle me (?:today|now)\b|\bwhat should i wear(?: today| tonight| tomorrow)?\b/i;
 const OUTFIT_DIVERSITY_FOLLOWUP_RE =
   /\b(try again|give me one more|one more|another one|another outfit|another look|different outfit|different look|something different|show me another|show me one more)\b/i;
 const MORE_OUTFIT_REQUEST_RE =
diff --git a/src/lib/auraLooks.ts b/src/lib/auraLooks.ts
index 7f5f919..5b891b4 100644
--- a/src/lib/auraLooks.ts
+++ b/src/lib/auraLooks.ts
@@ -8,6 +8,7 @@ import {
 } from "@/src/lib/auraLookDocument";
 import { logAuraLookStyleEvent } from "@/src/lib/auraMemory";
 import { auth, db } from "@/src/lib/firebase";
+import { auraLookToOutfitSnapshot, outfitSnapshotToPlannedOutfit } from "@/src/lib/outfitSnapshot";
 import type { AuraLook } from "@/src/types/aura";
 import type { PlannedOutfit } from "@/src/utils/dailyOutfits";
 
@@ -44,6 +45,7 @@ function cleanAuraLookForFirestore(look: AuraLook): AuraLook {
     stylingNote: cleanAuraString(look.stylingNote),
     personalizationLabel: cleanAuraString(look.personalizationLabel),
     personalizationNote: cleanAuraString(look.personalizationNote),
+    stylingIntelligence: look.stylingIntelligence ?? null,
     pieces: (look.pieces ?? []).map((piece) => ({
       role: piece.role,
       itemName: cleanAuraString(piece.itemName),
@@ -59,21 +61,14 @@ function cleanAuraLookForFirestore(look: AuraLook): AuraLook {
 }
 
 export function auraLookToPlannedOutfit(look: AuraLook): PlannedOutfit {
-  const roleMap = look.pieces.reduce<Record<string, string>>((acc, piece) => {
-    if (piece.source !== "closet" || !piece.itemId) return acc;
-    if (piece.role === "outerwear") acc.outerwear = piece.itemId;
-    if (piece.role === "top") acc.top = piece.itemId;
-    if (piece.role === "bottom") acc.bottom = piece.itemId;
-    if (piece.role === "shoes") acc.shoes = piece.itemId;
-    return acc;
-  }, {});
-
-  return {
-    itemsByCategory: roleMap,
-    score: 0.86,
+  return outfitSnapshotToPlannedOutfit(auraLookToOutfitSnapshot(look, "aura"), {
+    score:
+      typeof look.stylingIntelligence?.overallScore === "number"
+        ? Math.round(look.stylingIntelligence.overallScore)
+        : 0.86,
     reasons: [look.shortExplanation, cleanAuraString(look.stylingNote)].filter(Boolean),
     createdAt: Date.now(),
-  };
+  });
 }
 
 export async function saveAuraLook(
@@ -90,7 +85,14 @@ export async function saveAuraLook(
     createdAt: now,
     updatedAt: now,
   };
-  await setDoc(ref, payload, { merge: true });
+  try {
+    await setDoc(ref, payload, { merge: true });
+  } catch (error) {
+    if (__DEV__) {
+      console.error("SAVE LOOK ERROR:", error);
+    }
+    throw error;
+  }
   void logAuraLookStyleEvent(uid, "outfit_saved", savedLook, { source: "aura" });
   return { id: ref.id, ...payload } satisfies SavedAuraLookRecord;
 }
diff --git a/src/lib/auraMemory.ts b/src/lib/auraMemory.ts
index 30a6d51..db01fc3 100644
--- a/src/lib/auraMemory.ts
+++ b/src/lib/auraMemory.ts
@@ -10,6 +10,7 @@ import {
 } from "firebase/firestore";
 
 import { db } from "@/src/lib/firebase";
+import type { OutfitSnapshot } from "@/src/lib/outfitSnapshot";
 import type { AuraLook } from "@/src/types/aura";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AnalyzedWornOutfit, WornOutfit } from "@/src/utils/dailyOutfits";
@@ -355,6 +356,7 @@ export async function logWornOutfitStyleEvent(uid: string, wornOutfit: WornOutfi
     wornOutfit.itemsByCategory.top,
     wornOutfit.itemsByCategory.bottom,
     wornOutfit.itemsByCategory.shoes,
+    ...(wornOutfit.itemsByCategory.accessories ?? []),
   ].filter(Boolean) as string[];
   const items = await loadItemsByIds(uid, itemIds);
   return logStyleEvent(uid, {
@@ -365,6 +367,9 @@ export async function logWornOutfitStyleEvent(uid: string, wornOutfit: WornOutfi
       top: wornOutfit.itemsByCategory.top,
       bottom: wornOutfit.itemsByCategory.bottom,
       footwear: wornOutfit.itemsByCategory.shoes,
+      accessories: wornOutfit.itemsByCategory.accessories?.length
+        ? wornOutfit.itemsByCategory.accessories
+        : undefined,
     },
     derivedTraits: deriveTraitsFromItems(items, {
       formula: [
@@ -372,6 +377,7 @@ export async function logWornOutfitStyleEvent(uid: string, wornOutfit: WornOutfi
         wornOutfit.itemsByCategory.top ? "top" : null,
         wornOutfit.itemsByCategory.bottom ? "bottom" : null,
         wornOutfit.itemsByCategory.shoes ? "shoes" : null,
+        wornOutfit.itemsByCategory.accessories?.length ? "accessory" : null,
       ]
         .filter(Boolean)
         .join(" + "),
@@ -381,6 +387,60 @@ export async function logWornOutfitStyleEvent(uid: string, wornOutfit: WornOutfi
   });
 }
 
+export async function logOutfitSnapshotWornStyleEvent(
+  uid: string,
+  snapshot: OutfitSnapshot,
+  options?: {
+    source?: StyleEvent["source"];
+    wornAt?: number;
+  },
+) {
+  const itemIds = Array.from(
+    new Set(
+      [
+        ...(snapshot.itemIds ?? []),
+        ...(snapshot.slots ?? [])
+          .filter((slot) => slot.source === "closet")
+          .map((slot) => slot.itemId),
+      ]
+        .map((itemId) => String(itemId ?? "").trim())
+        .filter(Boolean),
+    ),
+  );
+  const firstItemForSlot = (slot: string) =>
+    snapshot.slots.find((entry) => entry.slot === slot && entry.source === "closet" && entry.itemId)?.itemId;
+  const accessories = snapshot.slots
+    .filter((entry) => entry.slot === "accessory" && entry.source === "closet" && entry.itemId)
+    .map((entry) => entry.itemId as string);
+  const formula = [
+    firstItemForSlot("outerwear") ? "outerwear" : null,
+    firstItemForSlot("top") ? "top" : null,
+    firstItemForSlot("bottom") ? "bottom" : null,
+    firstItemForSlot("shoes") ? "shoes" : null,
+    accessories.length ? "accessory" : null,
+  ]
+    .filter(Boolean)
+    .join(" + ");
+  const items = await loadItemsByIds(uid, itemIds);
+
+  return logStyleEvent(uid, {
+    type: "outfit_worn",
+    itemIds,
+    outfit: {
+      outerwear: firstItemForSlot("outerwear"),
+      top: firstItemForSlot("top"),
+      bottom: firstItemForSlot("bottom"),
+      footwear: firstItemForSlot("shoes"),
+      accessories: accessories.length ? accessories : undefined,
+    },
+    derivedTraits: deriveTraitsFromItems(items, {
+      formula,
+    }),
+    source: options?.source ?? "planner",
+    createdAt: options?.wornAt ?? Date.now(),
+  });
+}
+
 export async function logAnalyzedOutfitStyleEvent(uid: string, wornOutfit: AnalyzedWornOutfit) {
   const pieces = wornOutfit.detectedPieces ?? [];
   const firstLabelForRole = (role: string) =>
diff --git a/src/lib/auraSwipe.ts b/src/lib/auraSwipe.ts
index 159f852..fba2401 100644
--- a/src/lib/auraSwipe.ts
+++ b/src/lib/auraSwipe.ts
@@ -6,6 +6,7 @@ import { generateOutfits } from "@/src/lib/outfitGenerator";
 import { toCanonicalCategory } from "@/src/lib/items";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { AuraLook } from "@/src/types/aura";
+import type { StylingIntelligenceSummary } from "@/src/types/StylingIntelligence";
 
 const DEBUG_AURA_SWIPE =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
@@ -22,6 +23,8 @@ export type AuraSwipeBatchLook = {
   position: number;
   score: number;
   reason: string;
+  stylingScore?: number;
+  stylingIntelligence?: StylingIntelligenceSummary | null;
   directionLabel: "safe" | "balanced" | "bold" | null;
   itemIds: string[];
   look: AuraLook;
@@ -30,6 +33,7 @@ export type AuraSwipeBatchLook = {
 type GenerateAuraSwipeBatchArgs = {
   intentText?: string;
   numOutfits?: number;
+  anchorItemIds?: string[];
   excludeItemIds?: string[];
   recentItemIds?: string[];
   previousLookItemIds?: string[];
@@ -42,6 +46,8 @@ type OutfitResult = {
   picks?: { slot: "top" | "bottom" | "footwear" | "outerwear" | "accessory"; itemId: string }[];
   score?: number;
   reason?: string;
+  stylingScore?: number;
+  stylingIntelligence?: StylingIntelligenceSummary | null;
 };
 
 type SwipeBackendResponse = {
@@ -108,9 +114,12 @@ function buildLookFromOutfitResult(
     position: index,
     score: typeof outfit.score === "number" ? outfit.score : 0,
     reason: cleanString(outfit.reason),
+    stylingScore: outfit.stylingScore,
+    stylingIntelligence: outfit.stylingIntelligence ?? null,
     directionLabel,
     itemIds: pieces.map((piece) => piece.itemId),
     look: {
+      id: `swipe_${index + 1}_${pieces.map((piece) => piece.itemId).join("_").slice(0, 80)}`,
       lookTitle:
         outerwearPiece && topPiece
           ? `${outerwearPiece.itemName} + ${topPiece.itemName}`
@@ -122,11 +131,13 @@ function buildLookFromOutfitResult(
       vibe: directionLabel ? `${directionLabel} direction` : "wardrobe direction",
       shortExplanation: cleanString(outfit.reason) || "AURA built this from your wardrobe.",
       stylingNote:
-        pieces.length > 0
+        outfit.stylingIntelligence?.stylingNotes?.[0] ??
+        (pieces.length > 0
           ? `Lean into ${pieces.slice(0, 3).map((piece) => piece.itemName.toLowerCase()).join(", ")} for a clean, wearable finish.`
-          : "Keep the proportions clean and let the outfit breathe.",
+          : "Keep the proportions clean and let the outfit breathe."),
       personalizationLabel: directionLabel ? directionLabel.toUpperCase() : undefined,
       personalizationNote: undefined,
+      stylingIntelligence: outfit.stylingIntelligence ?? null,
       pieces,
       fromCloset: pieces.map((piece) => piece.itemName),
       addToComplete: [],
@@ -216,6 +227,7 @@ function localSwipeBatchFromCloset(
       directionLabel,
       itemIds: pieces.flatMap((piece) => (piece.itemId ? [piece.itemId] : [])),
       look: {
+        id: `local_swipe_${index + 1}_${pieces.map((piece) => piece.itemId).join("_").slice(0, 80)}`,
         lookTitle: pieces.length >= 2 ? `${firstPiece} + ${secondPiece}` : suggestion.title,
         vibe: directionLabel ? `${directionLabel} closet direction` : "closet-first direction",
         shortExplanation: suggestion.reason,
@@ -268,6 +280,7 @@ export async function generateAuraSwipeBatch(
       args?.intentText ??
       "Build a varied batch of outfit directions from my wardrobe. Keep them polished, wearable, and distinct.",
     numOutfits: args?.numOutfits ?? 8,
+    anchorItemIds: args?.anchorItemIds ?? [],
     excludeItemIds: args?.excludeItemIds ?? [],
     recentItemIds: args?.recentItemIds ?? [],
     previousLookItemIds: args?.previousLookItemIds ?? [],
diff --git a/src/lib/deleteItem.ts b/src/lib/deleteItem.ts
new file mode 100644
index 0000000..41dee05
--- /dev/null
+++ b/src/lib/deleteItem.ts
@@ -0,0 +1,91 @@
+import { deleteDoc, doc } from "firebase/firestore";
+import { deleteObject, ref } from "firebase/storage";
+
+import { db, storage } from "./firebase";
+
+type DeleteCleanupResult = {
+  attempted: number;
+  failed: number;
+};
+
+function isOwnedItemStoragePath(uid: string, itemId: string, path: string) {
+  const prefix = `users/${uid}/items/${itemId}`;
+  return path === prefix || path.startsWith(`${prefix}.`) || path.startsWith(`${prefix}/`);
+}
+
+function storagePathFromValue(uid: string, itemId: string, value: unknown): string | null {
+  const raw = String(value ?? "").trim();
+  if (!raw || raw.startsWith("data:") || raw.startsWith("blob:") || raw.startsWith("file:")) {
+    return null;
+  }
+
+  if (isOwnedItemStoragePath(uid, itemId, raw)) return raw;
+
+  if (raw.startsWith("gs://")) {
+    const path = raw.replace(/^gs:\/\/[^/]+\//, "");
+    return isOwnedItemStoragePath(uid, itemId, path) ? path : null;
+  }
+
+  try {
+    const url = new URL(raw);
+    if (!/firebasestorage\.googleapis\.com$/i.test(url.hostname)) return null;
+    const marker = "/o/";
+    const markerIndex = url.pathname.indexOf(marker);
+    if (markerIndex < 0) return null;
+    const encodedPath = url.pathname.slice(markerIndex + marker.length);
+    const path = decodeURIComponent(encodedPath);
+    return isOwnedItemStoragePath(uid, itemId, path) ? path : null;
+  } catch {
+    return null;
+  }
+}
+
+function collectOwnedStoragePaths(uid: string, itemId: string, value: unknown, paths: Set<string>, depth = 0) {
+  if (depth > 6 || value == null) return;
+  if (typeof value === "string") {
+    const path = storagePathFromValue(uid, itemId, value);
+    if (path) paths.add(path);
+    return;
+  }
+  if (Array.isArray(value)) {
+    value.forEach((entry) => collectOwnedStoragePaths(uid, itemId, entry, paths, depth + 1));
+    return;
+  }
+  if (typeof value === "object") {
+    Object.values(value as Record<string, unknown>).forEach((entry) =>
+      collectOwnedStoragePaths(uid, itemId, entry, paths, depth + 1),
+    );
+  }
+}
+
+export async function deleteOwnedItemStorage(
+  uid: string,
+  itemId: string,
+  item: unknown,
+): Promise<DeleteCleanupResult> {
+  const paths = new Set<string>();
+  collectOwnedStoragePaths(uid, itemId, item, paths);
+  const results = await Promise.allSettled(
+    Array.from(paths).map(async (path) => {
+      try {
+        await deleteObject(ref(storage, path));
+      } catch (error) {
+        if ((error as { code?: unknown })?.code === "storage/object-not-found") return;
+        throw error;
+      }
+    }),
+  );
+  return {
+    attempted: paths.size,
+    failed: results.filter((result) => result.status === "rejected").length,
+  };
+}
+
+export async function deleteWardrobeItem(uid: string, itemId: string, item: unknown) {
+  const cleanup = await deleteOwnedItemStorage(uid, itemId, item).catch(() => ({
+    attempted: 0,
+    failed: 1,
+  }));
+  await deleteDoc(doc(db, "users", uid, "items", itemId));
+  return cleanup;
+}
diff --git a/src/lib/outfitSnapshot.ts b/src/lib/outfitSnapshot.ts
new file mode 100644
index 0000000..1321918
--- /dev/null
+++ b/src/lib/outfitSnapshot.ts
@@ -0,0 +1,348 @@
+import type { AuraLook, AuraLookPiece } from "@/src/types/aura";
+import type { PlannedOutfit } from "@/src/utils/dailyOutfits";
+
+export type OutfitSlotKey =
+  | "outerwear"
+  | "top"
+  | "bottom"
+  | "shoes"
+  | "accessory"
+  | "other";
+
+export type OutfitSnapshotSource =
+  | "aura"
+  | "planner"
+  | "studio"
+  | "saved_look"
+  | "item_detail";
+
+export type OutfitSnapshotSlot = {
+  slot: OutfitSlotKey;
+  source: "closet" | "suggested";
+  itemId?: string;
+  label: string;
+  imageUrl?: string;
+};
+
+export type OutfitSnapshot = {
+  version: 1;
+  title?: string;
+  source: OutfitSnapshotSource;
+  itemIds: string[];
+  slots: OutfitSnapshotSlot[];
+  missingPieces?: string[];
+  stylingNote?: string;
+};
+
+type SnapshotInput =
+  | AuraLook
+  | PlannedOutfit
+  | {
+      look?: AuraLook | null;
+      outfitSnapshot?: OutfitSnapshot | null;
+      itemIds?: string[] | null;
+      title?: string | null;
+    }
+  | null
+  | undefined;
+
+function cleanString(value: unknown) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function uniqueStrings(values: unknown[]) {
+  const seen = new Set<string>();
+  const next: string[] = [];
+  values.forEach((value) => {
+    const cleaned = cleanString(value);
+    if (!cleaned || seen.has(cleaned)) return;
+    seen.add(cleaned);
+    next.push(cleaned);
+  });
+  return next;
+}
+
+function isAuraLook(value: SnapshotInput): value is AuraLook {
+  return Boolean(
+    value &&
+      typeof value === "object" &&
+      Array.isArray((value as AuraLook).pieces) &&
+      typeof (value as AuraLook).lookTitle === "string",
+  );
+}
+
+function isPlannedOutfit(value: SnapshotInput): value is PlannedOutfit {
+  return Boolean(
+    value &&
+      typeof value === "object" &&
+      (value as PlannedOutfit).itemsByCategory &&
+      typeof (value as PlannedOutfit).itemsByCategory === "object",
+  );
+}
+
+function isOutfitSnapshot(value: unknown): value is OutfitSnapshot {
+  return Boolean(
+    value &&
+      typeof value === "object" &&
+      (value as OutfitSnapshot).version === 1 &&
+      Array.isArray((value as OutfitSnapshot).slots),
+  );
+}
+
+function roleToSlot(role: AuraLookPiece["role"]): OutfitSlotKey {
+  if (role === "accessory") return "accessory";
+  return role;
+}
+
+function normalizeSlot(slot: unknown): OutfitSlotKey {
+  const value = cleanString(slot).toLowerCase();
+  if (
+    value === "outerwear" ||
+    value === "top" ||
+    value === "bottom" ||
+    value === "shoes" ||
+    value === "accessory"
+  ) {
+    return value;
+  }
+  if (value === "footwear") return "shoes";
+  return "other";
+}
+
+function cleanSnapshot(snapshot: OutfitSnapshot, source?: OutfitSnapshotSource): OutfitSnapshot {
+  const slots = (snapshot.slots ?? [])
+    .map((slot) => {
+      const label = cleanString(slot.label) || cleanString(slot.itemId) || "Item";
+      const itemId = slot.source === "closet" ? cleanString(slot.itemId) : "";
+      return {
+        slot: normalizeSlot(slot.slot),
+        source: slot.source === "suggested" ? "suggested" as const : "closet" as const,
+        ...(itemId ? { itemId } : {}),
+        label,
+        ...(cleanString(slot.imageUrl) ? { imageUrl: cleanString(slot.imageUrl) } : {}),
+      };
+    })
+    .filter((slot) => slot.label);
+
+  const itemIds = uniqueStrings([
+    ...(snapshot.itemIds ?? []),
+    ...slots
+      .filter((slot) => slot.source === "closet")
+      .map((slot) => slot.itemId),
+  ]);
+
+  return {
+    version: 1,
+    ...(cleanString(snapshot.title) ? { title: cleanString(snapshot.title) } : {}),
+    source: source ?? snapshot.source ?? "planner",
+    itemIds,
+    slots,
+    ...(snapshot.missingPieces?.length
+      ? { missingPieces: uniqueStrings(snapshot.missingPieces) }
+      : {}),
+    ...(cleanString(snapshot.stylingNote) ? { stylingNote: cleanString(snapshot.stylingNote) } : {}),
+  };
+}
+
+export function auraLookToOutfitSnapshot(
+  look: AuraLook,
+  source: OutfitSnapshotSource = "aura",
+): OutfitSnapshot {
+  const slots: OutfitSnapshotSlot[] = (look.pieces ?? []).map((piece) => {
+    const itemId = piece.source === "closet" ? cleanString(piece.itemId) : "";
+    return {
+      slot: roleToSlot(piece.role),
+      source: piece.source === "suggested" ? "suggested" : "closet",
+      ...(itemId ? { itemId } : {}),
+      label: cleanString(piece.itemName) || cleanString(piece.itemId) || "Item",
+      ...(cleanString(piece.imageUrl) ? { imageUrl: cleanString(piece.imageUrl) } : {}),
+    };
+  });
+
+  return cleanSnapshot(
+    {
+      version: 1,
+      title: cleanString(look.lookTitle) || undefined,
+      source,
+      itemIds: uniqueStrings(
+        slots
+          .filter((slot) => slot.source === "closet")
+          .map((slot) => slot.itemId),
+      ),
+      slots,
+      missingPieces: uniqueStrings([...(look.addToComplete ?? [])]),
+      stylingNote: cleanString(look.stylingNote) || cleanString(look.shortExplanation) || undefined,
+    },
+    source,
+  );
+}
+
+export function plannedOutfitToOutfitSnapshot(
+  plannedOutfit: PlannedOutfit,
+  source: OutfitSnapshotSource = "planner",
+): OutfitSnapshot {
+  const itemsByCategory = plannedOutfit.itemsByCategory ?? {};
+  const slots: OutfitSnapshotSlot[] = [
+    ["outerwear", itemsByCategory.outerwear],
+    ["top", itemsByCategory.top],
+    ["bottom", itemsByCategory.bottom],
+    ["shoes", itemsByCategory.shoes],
+    ...(itemsByCategory.accessories ?? []).map((itemId) => ["accessory", itemId] as const),
+  ]
+    .map(([slot, itemId]) => ({
+      slot: normalizeSlot(slot),
+      source: "closet" as const,
+      itemId: cleanString(itemId),
+      label: cleanString(itemId) || "Item",
+    }))
+    .filter((slot) => slot.itemId);
+
+  return cleanSnapshot(
+    {
+      version: 1,
+      source,
+      itemIds: slots.map((slot) => slot.itemId).filter(Boolean) as string[],
+      slots,
+      stylingNote: plannedOutfit.reasons?.filter(Boolean).join(" ") || undefined,
+    },
+    source,
+  );
+}
+
+export function outfitSnapshotFromItemIds(
+  itemIds: string[],
+  options?: {
+    title?: string | null;
+    source?: OutfitSnapshotSource;
+  },
+): OutfitSnapshot {
+  const ids = uniqueStrings(itemIds);
+  return {
+    version: 1,
+    ...(cleanString(options?.title) ? { title: cleanString(options?.title) } : {}),
+    source: options?.source ?? "planner",
+    itemIds: ids,
+    slots: ids.map((itemId) => ({
+      slot: "other",
+      source: "closet",
+      itemId,
+      label: itemId,
+    })),
+  };
+}
+
+export function buildOutfitSnapshot(
+  input: SnapshotInput,
+  options?: {
+    title?: string | null;
+    source?: OutfitSnapshotSource;
+    itemIds?: string[] | null;
+  },
+): OutfitSnapshot {
+  const source = options?.source ?? "planner";
+
+  if (isAuraLook(input)) {
+    const snapshot = auraLookToOutfitSnapshot(input, source);
+    return cleanSnapshot(
+      {
+        ...snapshot,
+        title: cleanString(options?.title) || snapshot.title,
+        itemIds: uniqueStrings([...(options?.itemIds ?? []), ...snapshot.itemIds]),
+      },
+      source,
+    );
+  }
+
+  if (isPlannedOutfit(input)) {
+    const snapshot = plannedOutfitToOutfitSnapshot(input, source);
+    return cleanSnapshot(
+      {
+        ...snapshot,
+        title: cleanString(options?.title) || snapshot.title,
+        itemIds: uniqueStrings([...(options?.itemIds ?? []), ...snapshot.itemIds]),
+      },
+      source,
+    );
+  }
+
+  if (input && typeof input === "object") {
+    if ((input as { look?: AuraLook | null }).look) {
+      return buildOutfitSnapshot((input as { look?: AuraLook | null }).look, options);
+    }
+    if (isOutfitSnapshot((input as { outfitSnapshot?: unknown }).outfitSnapshot)) {
+      return cleanSnapshot(
+        {
+          ...((input as { outfitSnapshot: OutfitSnapshot }).outfitSnapshot),
+          title:
+            cleanString(options?.title) ||
+            cleanString((input as { title?: string | null }).title) ||
+            (input as { outfitSnapshot: OutfitSnapshot }).outfitSnapshot.title,
+          itemIds: uniqueStrings([
+            ...(options?.itemIds ?? []),
+            ...((input as { itemIds?: string[] | null }).itemIds ?? []),
+            ...(input as { outfitSnapshot: OutfitSnapshot }).outfitSnapshot.itemIds,
+          ]),
+        },
+        source,
+      );
+    }
+    return outfitSnapshotFromItemIds(
+      uniqueStrings([
+        ...(options?.itemIds ?? []),
+        ...((input as { itemIds?: string[] | null }).itemIds ?? []),
+      ]),
+      {
+        title:
+          cleanString(options?.title) ||
+          cleanString((input as { title?: string | null }).title),
+        source,
+      },
+    );
+  }
+
+  return outfitSnapshotFromItemIds(options?.itemIds ?? [], {
+    title: options?.title,
+    source,
+  });
+}
+
+export function getOwnedItemIdsFromOutfitSnapshot(snapshot: OutfitSnapshot) {
+  return uniqueStrings([
+    ...(snapshot.itemIds ?? []),
+    ...(snapshot.slots ?? [])
+      .filter((slot) => slot.source === "closet")
+      .map((slot) => slot.itemId),
+  ]);
+}
+
+export function outfitSnapshotToPlannedOutfit(
+  snapshot: OutfitSnapshot,
+  options?: {
+    score?: number;
+    reasons?: string[];
+    createdAt?: number;
+  },
+): PlannedOutfit {
+  const firstItemForSlot = (slot: OutfitSlotKey) =>
+    snapshot.slots.find((entry) => entry.slot === slot && entry.source === "closet" && entry.itemId)?.itemId;
+  const accessories = uniqueStrings(
+    snapshot.slots
+      .filter((entry) => entry.slot === "accessory" && entry.source === "closet")
+      .map((entry) => entry.itemId),
+  );
+
+  return {
+    itemsByCategory: {
+      ...(firstItemForSlot("outerwear") ? { outerwear: firstItemForSlot("outerwear") } : {}),
+      ...(firstItemForSlot("top") ? { top: firstItemForSlot("top") } : {}),
+      ...(firstItemForSlot("bottom") ? { bottom: firstItemForSlot("bottom") } : {}),
+      ...(firstItemForSlot("shoes") ? { shoes: firstItemForSlot("shoes") } : {}),
+      ...(accessories.length ? { accessories } : {}),
+    },
+    score: options?.score ?? 0.86,
+    reasons: options?.reasons?.length
+      ? options.reasons
+      : [snapshot.stylingNote].filter(Boolean) as string[],
+    createdAt: options?.createdAt ?? Date.now(),
+  };
+}
diff --git a/src/lib/productRecommendations.ts b/src/lib/productRecommendations.ts
new file mode 100644
index 0000000..5719a75
--- /dev/null
+++ b/src/lib/productRecommendations.ts
@@ -0,0 +1,680 @@
+import { getFunctions, httpsCallable } from "firebase/functions";
+
+import { app } from "@/src/lib/firebase";
+import {
+  trackSuggestionEvent,
+  type SuggestionSourceScreen,
+} from "@/src/lib/suggestionAnalytics";
+import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
+
+export type ProductOption = {
+  id: string;
+  title: string;
+  brand: string;
+  merchant: string;
+  price?: number;
+  currency?: string;
+  imageUrl?: string;
+  productUrl: string;
+  affiliateUrl?: string;
+  tier: "budget" | "mid" | "premium";
+  source: "live" | "curated";
+  affiliateEligible: boolean;
+  rating?: number;
+  reviews?: number;
+  confidenceScore?: number;
+  lastUpdatedAt?: string;
+};
+
+export type ProductRecommendationInput = Pick<
+  WardrobeSuggestion,
+  "itemType" | "category" | "styleTags" | "preferredColors" | "priceTiers"
+>;
+
+type CuratedProductOption = Omit<ProductOption, "source" | "affiliateEligible"> & {
+  category: WardrobeSuggestion["category"];
+  keywords: string[];
+  colors?: string[];
+  styleTags?: string[];
+};
+
+type AffiliateLinksResponse = {
+  ok: boolean;
+  links: {
+    productUrl: string;
+    affiliateUrl: string;
+  }[];
+};
+
+type SearchLiveProductsResponse = {
+  ok: boolean;
+  products: ProductOption[];
+  provider: "serpapi";
+  cacheHit?: boolean;
+  disabled?: boolean;
+};
+
+type ProductRecommendationOptions = {
+  userId?: string | null;
+  sourceScreen: SuggestionSourceScreen;
+  maxResults?: number;
+  timeoutMs?: number;
+};
+
+const TIER_ORDER: ProductOption["tier"][] = ["budget", "mid", "premium"];
+
+function envFlagEnabled(value: unknown) {
+  return ["1", "true", "yes"].includes(String(value ?? "").trim().toLowerCase());
+}
+
+function frontendAffiliateShoppingEnabled() {
+  return envFlagEnabled(process.env.EXPO_PUBLIC_AFFILIATE_SHOPPING_ENABLED);
+}
+
+function frontendLiveSearchEnabled() {
+  return envFlagEnabled(process.env.EXPO_PUBLIC_LIVE_PRODUCT_SEARCH_ENABLED);
+}
+
+const CURATED_PRODUCTS: CuratedProductOption[] = [
+  {
+    id: "budget-white-sneakers-hm",
+    title: "White sneaker options",
+    brand: "H&M",
+    merchant: "H&M",
+    productUrl: "https://www2.hm.com/en_us/search-results.html?q=white%20sneakers",
+    tier: "budget",
+    category: "footwear",
+    keywords: ["white sneakers", "sneakers", "clean everyday sneakers"],
+    colors: ["white", "cream"],
+    styleTags: ["everyday", "casual", "minimal"],
+  },
+  {
+    id: "mid-white-sneakers-adidas",
+    title: "Clean white sneaker edit",
+    brand: "Adidas",
+    merchant: "Adidas",
+    productUrl: "https://www.adidas.com/us/search?q=white%20sneakers",
+    tier: "mid",
+    category: "footwear",
+    keywords: ["white sneakers", "sneakers", "clean everyday sneakers"],
+    colors: ["white"],
+    styleTags: ["everyday", "sport", "streetwear"],
+  },
+  {
+    id: "premium-white-sneakers-nordstrom",
+    title: "Premium white sneaker edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=white%20sneakers",
+    tier: "premium",
+    category: "footwear",
+    keywords: ["white sneakers", "sneakers", "minimal sneakers"],
+    colors: ["white"],
+    styleTags: ["premium", "minimal", "smart casual"],
+  },
+  {
+    id: "budget-black-loafers-zara",
+    title: "Black loafer options",
+    brand: "Zara",
+    merchant: "Zara",
+    productUrl: "https://www.zara.com/us/en/search?searchTerm=black%20loafers",
+    tier: "budget",
+    category: "footwear",
+    keywords: ["black loafers", "loafers", "dress shoes"],
+    colors: ["black"],
+    styleTags: ["smart casual", "office", "tailored"],
+  },
+  {
+    id: "mid-black-loafers-nordstrom",
+    title: "Smart black loafers",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=black%20loafers",
+    tier: "mid",
+    category: "footwear",
+    keywords: ["black loafers", "loafers", "dress shoes"],
+    colors: ["black"],
+    styleTags: ["smart casual", "office", "classic"],
+  },
+  {
+    id: "premium-black-loafers-mrporter",
+    title: "Premium loafer edit",
+    brand: "MR PORTER",
+    merchant: "MR PORTER",
+    productUrl: "https://www.mrporter.com/en-us/mens/search/black%20loafers",
+    tier: "premium",
+    category: "footwear",
+    keywords: ["black loafers", "loafers", "dress shoes"],
+    colors: ["black"],
+    styleTags: ["premium", "tailored", "classic"],
+  },
+  {
+    id: "budget-oxford-gap",
+    title: "Oxford shirt options",
+    brand: "Gap",
+    merchant: "Gap",
+    productUrl: "https://www.gap.com/browse/search.do?searchText=oxford%20shirt",
+    tier: "budget",
+    category: "tops",
+    keywords: ["oxford shirt", "button down", "shirt"],
+    colors: ["white", "blue", "light blue"],
+    styleTags: ["smart casual", "classic", "office"],
+  },
+  {
+    id: "mid-oxford-jcrew",
+    title: "Classic oxford shirts",
+    brand: "J.Crew",
+    merchant: "J.Crew",
+    productUrl: "https://www.jcrew.com/search?Ntrm=oxford%20shirt",
+    tier: "mid",
+    category: "tops",
+    keywords: ["oxford shirt", "button down", "shirt"],
+    colors: ["white", "blue"],
+    styleTags: ["smart casual", "classic", "preppy"],
+  },
+  {
+    id: "premium-oxford-nordstrom",
+    title: "Premium oxford shirt edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=oxford%20shirt",
+    tier: "premium",
+    category: "tops",
+    keywords: ["oxford shirt", "button down", "shirt"],
+    colors: ["white", "blue"],
+    styleTags: ["premium", "classic", "office"],
+  },
+  {
+    id: "budget-heavyweight-tee-uniqlo",
+    title: "Clean heavyweight tees",
+    brand: "UNIQLO",
+    merchant: "UNIQLO",
+    productUrl: "https://www.uniqlo.com/us/en/search?q=heavyweight%20t-shirt",
+    tier: "budget",
+    category: "tops",
+    keywords: ["clean heavyweight tee", "tee", "t shirt", "t-shirt"],
+    colors: ["white", "black", "cream"],
+    styleTags: ["everyday", "minimal", "streetwear"],
+  },
+  {
+    id: "mid-heavyweight-tee-everlane",
+    title: "Everyday tee edit",
+    brand: "Everlane",
+    merchant: "Everlane",
+    productUrl: "https://www.everlane.com/search?q=tee",
+    tier: "mid",
+    category: "tops",
+    keywords: ["clean heavyweight tee", "tee", "t shirt", "t-shirt"],
+    colors: ["white", "black", "cream"],
+    styleTags: ["everyday", "minimal"],
+  },
+  {
+    id: "premium-heavyweight-tee-nordstrom",
+    title: "Premium tee edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=heavyweight%20t-shirt",
+    tier: "premium",
+    category: "tops",
+    keywords: ["clean heavyweight tee", "tee", "t shirt", "t-shirt"],
+    colors: ["white", "black", "cream"],
+    styleTags: ["premium", "everyday"],
+  },
+  {
+    id: "budget-neutral-trousers-uniqlo",
+    title: "Neutral trouser options",
+    brand: "UNIQLO",
+    merchant: "UNIQLO",
+    productUrl: "https://www.uniqlo.com/us/en/search?q=trousers",
+    tier: "budget",
+    category: "bottoms",
+    keywords: ["neutral trousers", "trousers", "pants", "chinos"],
+    colors: ["black", "navy", "charcoal", "beige"],
+    styleTags: ["smart casual", "office", "versatile"],
+  },
+  {
+    id: "mid-neutral-trousers-everlane",
+    title: "Everyday trouser edit",
+    brand: "Everlane",
+    merchant: "Everlane",
+    productUrl: "https://www.everlane.com/search?q=trousers",
+    tier: "mid",
+    category: "bottoms",
+    keywords: ["neutral trousers", "trousers", "pants"],
+    colors: ["black", "navy", "khaki"],
+    styleTags: ["minimal", "smart casual", "work"],
+  },
+  {
+    id: "premium-neutral-trousers-nordstrom",
+    title: "Premium trouser edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=neutral%20trousers",
+    tier: "premium",
+    category: "bottoms",
+    keywords: ["neutral trousers", "trousers", "pants"],
+    colors: ["black", "navy", "charcoal"],
+    styleTags: ["premium", "tailored", "office"],
+  },
+  {
+    id: "budget-dark-denim-gap",
+    title: "Straight-leg dark denim",
+    brand: "Gap",
+    merchant: "Gap",
+    productUrl: "https://www.gap.com/browse/search.do?searchText=straight%20dark%20jeans",
+    tier: "budget",
+    category: "bottoms",
+    keywords: ["straight-leg dark denim", "dark denim", "jeans"],
+    colors: ["dark blue", "black", "indigo"],
+    styleTags: ["casual", "streetwear", "everyday"],
+  },
+  {
+    id: "mid-dark-denim-levis",
+    title: "Straight-leg jean edit",
+    brand: "Levi's",
+    merchant: "Levi's",
+    productUrl: "https://www.levi.com/US/en_US/search/straight%20dark%20jeans",
+    tier: "mid",
+    category: "bottoms",
+    keywords: ["straight-leg dark denim", "dark denim", "jeans"],
+    colors: ["dark blue", "black", "indigo"],
+    styleTags: ["classic", "casual", "streetwear"],
+  },
+  {
+    id: "premium-dark-denim-nordstrom",
+    title: "Premium dark denim edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=straight%20dark%20jeans",
+    tier: "premium",
+    category: "bottoms",
+    keywords: ["straight-leg dark denim", "dark denim", "jeans"],
+    colors: ["dark blue", "black"],
+    styleTags: ["premium", "casual"],
+  },
+  {
+    id: "budget-black-bomber-zara",
+    title: "Black bomber jacket options",
+    brand: "Zara",
+    merchant: "Zara",
+    productUrl: "https://www.zara.com/us/en/search?searchTerm=black%20bomber%20jacket",
+    tier: "budget",
+    category: "outerwear",
+    keywords: ["black bomber jacket", "bomber", "jacket"],
+    colors: ["black"],
+    styleTags: ["streetwear", "casual", "layering"],
+  },
+  {
+    id: "mid-black-bomber-nordstrom",
+    title: "Black bomber edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=black%20bomber%20jacket",
+    tier: "mid",
+    category: "outerwear",
+    keywords: ["black bomber jacket", "bomber", "jacket"],
+    colors: ["black"],
+    styleTags: ["streetwear", "casual", "layering"],
+  },
+  {
+    id: "premium-black-bomber-mrporter",
+    title: "Premium bomber edit",
+    brand: "MR PORTER",
+    merchant: "MR PORTER",
+    productUrl: "https://www.mrporter.com/en-us/mens/search/black%20bomber%20jacket",
+    tier: "premium",
+    category: "outerwear",
+    keywords: ["black bomber jacket", "bomber", "jacket"],
+    colors: ["black"],
+    styleTags: ["premium", "streetwear", "layering"],
+  },
+  {
+    id: "budget-versatile-blazer-mango",
+    title: "Versatile blazer options",
+    brand: "Mango",
+    merchant: "Mango",
+    productUrl: "https://shop.mango.com/us/search?kw=blazer",
+    tier: "budget",
+    category: "outerwear",
+    keywords: ["versatile blazer", "blazer", "jacket"],
+    colors: ["black", "navy", "grey"],
+    styleTags: ["tailored", "office", "smart casual"],
+  },
+  {
+    id: "mid-versatile-blazer-jcrew",
+    title: "Smart blazer edit",
+    brand: "J.Crew",
+    merchant: "J.Crew",
+    productUrl: "https://www.jcrew.com/search?Ntrm=blazer",
+    tier: "mid",
+    category: "outerwear",
+    keywords: ["versatile blazer", "blazer", "sport coat"],
+    colors: ["black", "navy", "grey"],
+    styleTags: ["tailored", "office", "classic"],
+  },
+  {
+    id: "premium-versatile-blazer-nordstrom",
+    title: "Premium blazer edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=versatile%20blazer",
+    tier: "premium",
+    category: "outerwear",
+    keywords: ["versatile blazer", "blazer", "sport coat"],
+    colors: ["black", "navy", "grey"],
+    styleTags: ["premium", "tailored", "office"],
+  },
+  {
+    id: "budget-belt-target",
+    title: "Everyday belt options",
+    brand: "Target",
+    merchant: "Target",
+    productUrl: "https://www.target.com/s?searchTerm=everyday%20belt",
+    tier: "budget",
+    category: "accessories",
+    keywords: ["everyday belt", "belt", "minimal leather belt"],
+    colors: ["black", "brown"],
+    styleTags: ["everyday", "polished", "finishing piece"],
+  },
+  {
+    id: "mid-belt-nordstrom",
+    title: "Minimal leather belt edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=minimal%20leather%20belt",
+    tier: "mid",
+    category: "accessories",
+    keywords: ["everyday belt", "belt", "minimal leather belt"],
+    colors: ["black", "brown"],
+    styleTags: ["smart casual", "polished", "classic"],
+  },
+  {
+    id: "premium-belt-mrporter",
+    title: "Premium belt edit",
+    brand: "MR PORTER",
+    merchant: "MR PORTER",
+    productUrl: "https://www.mrporter.com/en-us/mens/search/leather%20belt",
+    tier: "premium",
+    category: "accessories",
+    keywords: ["everyday belt", "belt", "minimal leather belt"],
+    colors: ["black", "brown"],
+    styleTags: ["premium", "polished", "classic"],
+  },
+  {
+    id: "budget-structured-bag-zara",
+    title: "Structured everyday bag",
+    brand: "Zara",
+    merchant: "Zara",
+    productUrl: "https://www.zara.com/us/en/search?searchTerm=structured%20bag",
+    tier: "budget",
+    category: "accessories",
+    keywords: ["structured everyday bag", "bag", "tote"],
+    colors: ["black", "brown", "cream"],
+    styleTags: ["polished", "everyday", "finishing piece"],
+  },
+  {
+    id: "mid-structured-bag-nordstrom",
+    title: "Structured bag edit",
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: "https://www.nordstrom.com/sr?origin=keywordsearch&keyword=structured%20bag",
+    tier: "mid",
+    category: "accessories",
+    keywords: ["structured everyday bag", "bag", "tote"],
+    colors: ["black", "brown", "cream"],
+    styleTags: ["polished", "everyday"],
+  },
+  {
+    id: "premium-structured-bag-netaporter",
+    title: "Premium structured bag edit",
+    brand: "NET-A-PORTER",
+    merchant: "NET-A-PORTER",
+    productUrl: "https://www.net-a-porter.com/en-us/shop/search/structured%20bag",
+    tier: "premium",
+    category: "accessories",
+    keywords: ["structured everyday bag", "bag", "tote"],
+    colors: ["black", "brown", "cream"],
+    styleTags: ["premium", "polished"],
+  },
+];
+
+function clean(value: unknown) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ");
+}
+
+function scoreProduct(product: CuratedProductOption, input: ProductRecommendationInput) {
+  const itemType = clean(input.itemType);
+  const styleText = (input.styleTags ?? []).map(clean).join(" ");
+  const colorText = (input.preferredColors ?? []).map(clean).join(" ");
+  let score = product.category === input.category ? 16 : -20;
+
+  product.keywords.forEach((keyword) => {
+    const cleanKeyword = clean(keyword);
+    if (itemType.includes(cleanKeyword) || cleanKeyword.includes(itemType)) score += 18;
+    cleanKeyword.split(" ").forEach((token) => {
+      if (token.length > 3 && itemType.includes(token)) score += 3;
+    });
+  });
+  product.colors?.forEach((color) => {
+    if (colorText.includes(clean(color))) score += 4;
+  });
+  product.styleTags?.forEach((tag) => {
+    if (styleText.includes(clean(tag))) score += 3;
+  });
+  if (input.priceTiers.includes(product.tier)) score += 5;
+
+  return score;
+}
+
+function productPublicFields(product: CuratedProductOption): ProductOption {
+  const { category: _category, keywords: _keywords, colors: _colors, styleTags: _styleTags, ...publicFields } = product;
+  return {
+    ...publicFields,
+    source: "curated",
+    affiliateEligible: true,
+  };
+}
+
+function fallbackSearchOption(input: ProductRecommendationInput): ProductOption {
+  const query = encodeURIComponent(input.itemType);
+  return {
+    id: `fallback-${clean(input.itemType).replace(/[^a-z0-9]+/g, "-") || "wardrobe-piece"}`,
+    title: `${input.itemType} options`,
+    brand: "Nordstrom",
+    merchant: "Nordstrom",
+    productUrl: `https://www.nordstrom.com/sr?origin=keywordsearch&keyword=${query}`,
+    tier: input.priceTiers[0] ?? "mid",
+    source: "curated",
+    affiliateEligible: true,
+  };
+}
+
+export function getRecommendedProducts(
+  input: ProductRecommendationInput,
+  maxProducts = 3,
+): ProductOption[] {
+  const scored = CURATED_PRODUCTS.map((product) => ({
+    product,
+    score: scoreProduct(product, input),
+  }))
+    .filter((entry) => entry.score > 0)
+    .sort((a, b) => {
+      const scoreDelta = b.score - a.score;
+      if (scoreDelta !== 0) return scoreDelta;
+      return TIER_ORDER.indexOf(a.product.tier) - TIER_ORDER.indexOf(b.product.tier);
+    });
+
+  const selected: CuratedProductOption[] = [];
+  const requestedTiers = input.priceTiers.length ? input.priceTiers : TIER_ORDER;
+  requestedTiers.forEach((tier) => {
+    if (selected.length >= maxProducts) return;
+    const match = scored.find((entry) => entry.product.tier === tier && !selected.includes(entry.product));
+    if (match) selected.push(match.product);
+  });
+  scored.forEach((entry) => {
+    if (selected.length >= maxProducts || selected.includes(entry.product)) return;
+    selected.push(entry.product);
+  });
+
+  const products = selected.slice(0, maxProducts).map(productPublicFields);
+  return products.length ? products : [fallbackSearchOption(input)];
+}
+
+export async function fetchAffiliateProductOptions(products: ProductOption[]) {
+  if (!products.length) return products;
+  if (!frontendAffiliateShoppingEnabled()) {
+    return products.map((product) => ({
+      ...product,
+      affiliateEligible: false,
+      affiliateUrl: product.productUrl,
+    }));
+  }
+  const functions = getFunctions(app);
+  const callable = httpsCallable<
+    { productUrls: string[] },
+    AffiliateLinksResponse
+  >(functions, "wrapAffiliateLinks");
+
+  try {
+    const result = await callable({
+      productUrls: products.map((product) => product.productUrl),
+    });
+    const affiliateByUrl = new Map(
+      result.data.links.map((link) => [link.productUrl, link.affiliateUrl]),
+    );
+    return products.map((product) => ({
+      ...product,
+      affiliateEligible: Boolean(affiliateByUrl.get(product.productUrl)),
+      affiliateUrl: affiliateByUrl.get(product.productUrl) ?? product.affiliateUrl ?? product.productUrl,
+    }));
+  } catch {
+    return products.map((product) => ({
+      ...product,
+      affiliateEligible: false,
+      affiliateUrl: product.affiliateUrl ?? product.productUrl,
+    }));
+  }
+}
+
+function errorCode(error: unknown) {
+  const raw = error as { code?: unknown; message?: unknown };
+  const code = typeof raw?.code === "string" ? raw.code : "";
+  if (code) return code.replace(/^functions\//, "");
+  const message = String(raw?.message ?? "");
+  if (/timeout/i.test(message)) return "timeout";
+  if (/resource-exhausted/i.test(message)) return "resource-exhausted";
+  return "unknown";
+}
+
+function withTimeout<T>(promise: Promise<T>, timeoutMs: number): Promise<T> {
+  return new Promise((resolve, reject) => {
+    const timeout = setTimeout(() => reject(new Error("product_search_timeout")), timeoutMs);
+    promise
+      .then(resolve)
+      .catch(reject)
+      .finally(() => clearTimeout(timeout));
+  });
+}
+
+function strongLiveProducts(products: ProductOption[]) {
+  return products.filter((product) => {
+    if (product.source !== "live") return false;
+    if (!product.productUrl || !product.merchant || !product.title) return false;
+    if (typeof product.confidenceScore === "number" && product.confidenceScore < 30) return false;
+    return true;
+  });
+}
+
+async function curatedFallback(input: ProductRecommendationInput, maxResults: number) {
+  return fetchAffiliateProductOptions(getRecommendedProducts(input, maxResults));
+}
+
+export async function getProductRecommendationsForSuggestion(
+  suggestion: WardrobeSuggestion,
+  options: ProductRecommendationOptions,
+) {
+  const maxResults = Math.max(1, Math.min(6, options.maxResults ?? 3));
+  if (!frontendLiveSearchEnabled()) {
+    return curatedFallback(suggestion, maxResults);
+  }
+
+  await trackSuggestionEvent({
+    userId: options.userId,
+    eventName: "product_search_requested",
+    suggestion,
+    sourceScreen: options.sourceScreen,
+  });
+
+  const functions = getFunctions(app);
+  const callable = httpsCallable<
+    ProductRecommendationInput & {
+      sourceScreen: SuggestionSourceScreen;
+      maxResults: number;
+    },
+    SearchLiveProductsResponse
+  >(functions, "searchLiveProducts");
+
+  try {
+    const result = await withTimeout(
+      callable({
+        itemType: suggestion.itemType,
+        category: suggestion.category,
+        styleTags: suggestion.styleTags,
+        preferredColors: suggestion.preferredColors,
+        priceTiers: suggestion.priceTiers,
+        sourceScreen: options.sourceScreen,
+        maxResults,
+      }),
+      options.timeoutMs ?? 6500,
+    );
+    const data = result.data;
+    const liveProducts = strongLiveProducts(data.products ?? []).slice(0, maxResults);
+
+    await trackSuggestionEvent({
+      userId: options.userId,
+      eventName: data.cacheHit ? "product_search_cache_hit" : "product_search_cache_miss",
+      suggestion,
+      sourceScreen: options.sourceScreen,
+      provider: data.provider,
+      resultCount: data.products?.length ?? 0,
+      cacheHit: !!data.cacheHit,
+    });
+
+    if (liveProducts.length) {
+      await trackSuggestionEvent({
+        userId: options.userId,
+        eventName: "product_search_succeeded",
+        suggestion,
+        sourceScreen: options.sourceScreen,
+        provider: data.provider,
+        resultCount: liveProducts.length,
+        cacheHit: !!data.cacheHit,
+      });
+      return liveProducts;
+    }
+
+    await trackSuggestionEvent({
+      userId: options.userId,
+      eventName: "product_search_failed",
+      suggestion,
+      sourceScreen: options.sourceScreen,
+      provider: data.provider,
+      errorCode: data.disabled ? "disabled" : "empty",
+      cacheHit: !!data.cacheHit,
+    });
+    return curatedFallback(suggestion, maxResults);
+  } catch (error) {
+    await trackSuggestionEvent({
+      userId: options.userId,
+      eventName: "product_search_failed",
+      suggestion,
+      sourceScreen: options.sourceScreen,
+      errorCode: errorCode(error),
+    });
+    return curatedFallback(suggestion, maxResults);
+  }
+}
diff --git a/src/lib/suggestionAnalytics.ts b/src/lib/suggestionAnalytics.ts
new file mode 100644
index 0000000..7945010
--- /dev/null
+++ b/src/lib/suggestionAnalytics.ts
@@ -0,0 +1,73 @@
+import { addDoc, collection, serverTimestamp } from "firebase/firestore";
+
+import { db } from "@/src/lib/firebase";
+import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
+
+export type SuggestionAnalyticsEventName =
+  | "suggestion_viewed"
+  | "suggestion_clicked"
+  | "shop_options_opened"
+  | "affiliate_product_clicked"
+  | "suggestion_dismissed"
+  | "suggestion_saved"
+  | "product_search_requested"
+  | "product_search_succeeded"
+  | "product_search_failed"
+  | "product_search_cache_hit"
+  | "product_search_cache_miss"
+  | "live_product_rendered";
+
+export type SuggestionSourceScreen = "home" | "insights" | "aura_chat" | "outfit_card";
+
+export type TrackSuggestionEventInput = {
+  userId?: string | null;
+  eventName: SuggestionAnalyticsEventName;
+  suggestion: Pick<WardrobeSuggestion, "id" | "itemType" | "category">;
+  sourceScreen: SuggestionSourceScreen;
+  merchant?: string | null;
+  provider?: "serpapi" | null;
+  resultCount?: number | null;
+  cacheHit?: boolean | null;
+  errorCode?: string | null;
+  productSource?: "live" | "curated" | null;
+  affiliateEligible?: boolean | null;
+};
+
+export async function trackSuggestionEvent({
+  userId,
+  eventName,
+  suggestion,
+  sourceScreen,
+  merchant,
+  provider,
+  resultCount,
+  cacheHit,
+  errorCode,
+  productSource,
+  affiliateEligible,
+}: TrackSuggestionEventInput) {
+  if (!userId) return;
+  const timestamp = Date.now();
+  try {
+    await addDoc(collection(db, "users", userId, "commerceEvents"), {
+      type: eventName,
+      eventName,
+      userId,
+      suggestionId: suggestion.id,
+      itemType: suggestion.itemType,
+      category: suggestion.category,
+      sourceScreen,
+      merchant: merchant ?? null,
+      provider: provider ?? null,
+      resultCount: resultCount ?? null,
+      cacheHit: cacheHit ?? null,
+      errorCode: errorCode ?? null,
+      productSource: productSource ?? null,
+      affiliateEligible: affiliateEligible ?? null,
+      timestamp,
+      createdAt: serverTimestamp(),
+    });
+  } catch {
+    // Analytics must never block styling or shopping flows.
+  }
+}
diff --git a/src/lib/text.ts b/src/lib/text.ts
index 80beafc..2f5e5fe 100644
--- a/src/lib/text.ts
+++ b/src/lib/text.ts
@@ -37,3 +37,31 @@ export function sanitizeDisplayText(value: string | null | undefined) {
 
   return text || original;
 }
+
+function sanitizeDisplayLine(value: string) {
+  const compact = String(value ?? "").replace(/[ \t]+/g, " ").trim();
+  if (!compact) return "";
+
+  // Section headers such as "Quick take:" and field prompts such as "- Top:"
+  // are part of AURA's structured styling format, so keep the trailing colon.
+  if (compact.endsWith(":") && compact.length <= 80) {
+    return compact;
+  }
+
+  return sanitizeDisplayText(compact);
+}
+
+export function sanitizeMultilineDisplayText(value: string | null | undefined) {
+  const original = String(value ?? "")
+    .replace(/\r\n/g, "\n")
+    .replace(/\r/g, "\n");
+  if (!original.trim()) return "";
+
+  return original
+    .split("\n")
+    .map(sanitizeDisplayLine)
+    .join("\n")
+    .replace(/[ \t]+\n/g, "\n")
+    .replace(/\n{3,}/g, "\n\n")
+    .trim();
+}
diff --git a/src/lib/userProfile.ts b/src/lib/userProfile.ts
index c4393fb..332ab9b 100644
--- a/src/lib/userProfile.ts
+++ b/src/lib/userProfile.ts
@@ -12,6 +12,7 @@ import type { UserProfilePreferences } from "../types/UserProfilePreferences";
 
 export type UserAccountProfile = {
   name: string | null;
+  displayName?: string | null;
   photoURL?: string | null;
 };
 
@@ -19,6 +20,7 @@ const DEFAULT_DETECTED_CURRENCY = detectDeviceCurrency();
 
 export const EMPTY_USER_PROFILE_PREFERENCES: UserProfilePreferences = {
   onboardingCompleted: false,
+  displayName: null,
   firstName: null,
   region: null,
   unitsPreference: "metric",
@@ -29,6 +31,7 @@ export const EMPTY_USER_PROFILE_PREFERENCES: UserProfilePreferences = {
   selectedCategories: [],
   styleAesthetics: [],
   preferredFit: null,
+  budgetPreference: null,
   favoriteColors: [],
   avoidedColors: [],
   accessoryPreferences: [],
@@ -116,6 +119,7 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
 
   return {
     onboardingCompleted: typeof root.onboardingCompleted === "boolean" ? root.onboardingCompleted : false,
+    displayName: cleanString(root.displayName),
     firstName: cleanString(root.firstName),
     region: cleanString(root.region),
     unitsPreference:
@@ -144,6 +148,12 @@ export function normalizeUserProfilePreferences(value: unknown): UserProfilePref
       root.preferredFit === "oversized"
         ? root.preferredFit
         : null,
+    budgetPreference:
+      root.budgetPreference === "budget" ||
+      root.budgetPreference === "mid" ||
+      root.budgetPreference === "premium"
+        ? root.budgetPreference
+        : null,
     favoriteColors: cleanStringList(root.favoriteColors),
     avoidedColors: cleanStringList(root.avoidedColors),
     accessoryPreferences: cleanStringList(root.accessoryPreferences),
@@ -298,8 +308,10 @@ export async function loadUserProfilePreferences(uid: string) {
 
 export function normalizeUserAccountProfile(value: unknown): UserAccountProfile {
   const root = readRecord(value);
+  const displayName = cleanString(root.displayName ?? root.name);
   return {
-    name: cleanString(root.name),
+    name: cleanString(root.name ?? root.displayName),
+    displayName,
     photoURL: cleanString(root.photoURL),
   };
 }
@@ -321,6 +333,7 @@ export async function saveUserAccountProfile(uid: string, accountProfile: UserAc
     doc(db, "users", uid),
     {
       ...normalized,
+      displayName: normalized.displayName ?? normalized.name,
       profileUpdatedAt: Date.now(),
     },
     { merge: true },
@@ -338,6 +351,7 @@ export async function saveUserProfilePreferences(
     {
       profilePreferences: {
         ...normalized,
+        displayName: normalized.displayName ?? normalized.firstName ?? null,
         createdAt: normalized.createdAt ?? timestamp,
         updatedAt: timestamp,
         height: normalized.height,
diff --git a/src/lib/wardrobeInsights.ts b/src/lib/wardrobeInsights.ts
index 44850e3..f2cd1d4 100644
--- a/src/lib/wardrobeInsights.ts
+++ b/src/lib/wardrobeInsights.ts
@@ -229,6 +229,7 @@ function outfitItemIds(itemsByCategory?: OutfitItemsByCategory | null) {
     itemsByCategory.top,
     itemsByCategory.bottom,
     itemsByCategory.shoes,
+    ...(itemsByCategory.accessories ?? []),
   ].filter((id): id is string => typeof id === "string" && id.trim().length > 0);
 }
 
diff --git a/src/lib/wardrobeSuggestions.ts b/src/lib/wardrobeSuggestions.ts
new file mode 100644
index 0000000..dc35159
--- /dev/null
+++ b/src/lib/wardrobeSuggestions.ts
@@ -0,0 +1,455 @@
+import {
+  MINIMUM_CLOSET_TARGETS,
+  toMinimumClosetCategory,
+  type MinimumClosetCategory,
+} from "@/src/lib/minimumCloset";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import type { UserProfilePreferences } from "@/src/types/UserProfilePreferences";
+
+export type WardrobeSuggestion = {
+  id: string;
+  itemType: string;
+  category: "tops" | "bottoms" | "footwear" | "outerwear" | "accessories";
+  reason: string;
+  priority: "high" | "medium" | "low";
+  impactScore: number;
+  outfitsUnlockedEstimate: number;
+  styleTags: string[];
+  preferredColors: string[];
+  priceTiers: ("budget" | "mid" | "premium")[];
+};
+
+export type WardrobeSuggestionLookSignal = {
+  addToComplete?: string[] | null;
+  missingPieces?: string[] | null;
+  upgradeSuggestions?: string[] | null;
+};
+
+export type BuildWardrobeSuggestionsInput = {
+  items?: Partial<ClothingItem>[] | null;
+  profilePreferences?: Partial<UserProfilePreferences> | null;
+  savedLooks?: WardrobeSuggestionLookSignal[] | null;
+};
+
+type SuggestionCategory = WardrobeSuggestion["category"];
+
+type CategoryCounts = Record<SuggestionCategory, number>;
+
+type SuggestionDraft = {
+  itemType: string;
+  category: SuggestionCategory;
+  styleTags: string[];
+  preferredColors: string[];
+  priceTiers?: WardrobeSuggestion["priceTiers"];
+};
+
+const CATEGORY_ORDER: SuggestionCategory[] = [
+  "tops",
+  "bottoms",
+  "footwear",
+  "outerwear",
+  "accessories",
+];
+
+const CORE_CATEGORIES = new Set<SuggestionCategory>(["tops", "bottoms", "footwear"]);
+
+const NEUTRAL_COLORS = [
+  "black",
+  "white",
+  "navy",
+  "grey",
+  "gray",
+  "beige",
+  "cream",
+  "tan",
+  "brown",
+  "olive",
+];
+
+const STYLE_TAGS = {
+  smart: ["smart", "smart casual", "office", "work", "business", "formal", "classic", "tailored"],
+  street: ["street", "streetwear", "skate", "sneaker", "cargo", "oversized"],
+  casual: ["casual", "everyday", "weekend", "minimal", "clean", "basics"],
+  feminine: ["feminine", "dress", "romantic", "soft"],
+  athletic: ["athletic", "gym", "sport", "active", "athleisure"],
+};
+
+function clean(value: unknown) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/\s+/g, " ");
+}
+
+function titleCase(value: string) {
+  return value
+    .split(" ")
+    .filter(Boolean)
+    .map((word) => word.charAt(0).toUpperCase() + word.slice(1))
+    .join(" ");
+}
+
+function slug(value: string) {
+  return clean(value).replace(/[^a-z0-9]+/g, "-").replace(/^-|-$/g, "");
+}
+
+function uniqueStrings(values: (string | null | undefined)[], max = 8) {
+  const seen = new Set<string>();
+  const out: string[] = [];
+  values.forEach((value) => {
+    const next = clean(value);
+    if (!next || seen.has(next) || next === "unknown" || next === "other") return;
+    seen.add(next);
+    out.push(next);
+  });
+  return out.slice(0, max);
+}
+
+function getCounts(items: Partial<ClothingItem>[]): CategoryCounts {
+  return items.reduce<CategoryCounts>(
+    (counts, item) => {
+      counts[toMinimumClosetCategory(item)] += 1;
+      return counts;
+    },
+    {
+      tops: 0,
+      bottoms: 0,
+      footwear: 0,
+      outerwear: 0,
+      accessories: 0,
+    },
+  );
+}
+
+export function groupWardrobeSuggestionItems(items?: Partial<ClothingItem>[] | null) {
+  const safeItems = Array.isArray(items) ? items : [];
+  return safeItems.reduce<Record<SuggestionCategory, Partial<ClothingItem>[]>>(
+    (groups, item) => {
+      groups[toMinimumClosetCategory(item)].push(item);
+      return groups;
+    },
+    {
+      tops: [],
+      bottoms: [],
+      footwear: [],
+      outerwear: [],
+      accessories: [],
+    },
+  );
+}
+
+function itemColorSignals(item: Partial<ClothingItem>) {
+  return uniqueStrings([
+    item.primaryColor,
+    item.displayColor,
+    item.colorLabel,
+    ...(Array.isArray(item.colors) ? item.colors : []),
+    ...(Array.isArray(item.displayColors) ? item.displayColors : []),
+    ...(Array.isArray(item.aiColors) ? item.aiColors : []),
+  ]);
+}
+
+function dominantWardrobeColors(items: Partial<ClothingItem>[]) {
+  const counts = new Map<string, number>();
+  items.forEach((item) => {
+    itemColorSignals(item).forEach((color) => {
+      counts.set(color, (counts.get(color) ?? 0) + 1);
+    });
+  });
+  return [...counts.entries()].sort((a, b) => b[1] - a[1]).map(([color]) => color);
+}
+
+function profileStyleSignals(profile?: Partial<UserProfilePreferences> | null) {
+  return uniqueStrings(
+    [
+      profile?.wardrobeMode,
+      ...(profile?.styleAesthetics ?? []),
+      ...(profile?.goals ?? []),
+      ...(profile?.occasionPriority ?? []),
+      ...(profile?.accessoryPreferences ?? []),
+      ...(profile?.stylePreferences?.preferredStyles ?? []),
+    ],
+    16,
+  );
+}
+
+function profileFavoriteColors(profile?: Partial<UserProfilePreferences> | null) {
+  const avoided = new Set(
+    uniqueStrings([
+      ...(profile?.avoidedColors ?? []),
+      ...(profile?.stylePreferences?.avoidedColors ?? []),
+    ]),
+  );
+  return uniqueStrings([
+    ...(profile?.favoriteColors ?? []),
+    ...(profile?.stylePreferences?.favoriteColors ?? []),
+  ]).filter((color) => !avoided.has(color));
+}
+
+function hasStyle(styles: string[], styleKey: keyof typeof STYLE_TAGS) {
+  const text = styles.join(" ");
+  return STYLE_TAGS[styleKey].some((tag) => text.includes(tag));
+}
+
+function hasColor(colors: string[], color: string) {
+  const target = clean(color);
+  return colors.some((value) => value.includes(target));
+}
+
+function selectPreferredColors(params: {
+  itemType: string;
+  category: SuggestionCategory;
+  favoriteColors: string[];
+  wardrobeColors: string[];
+}) {
+  const item = clean(params.itemType);
+  const explicit = NEUTRAL_COLORS.filter((color) => item.includes(color));
+  const favoriteNeutrals = params.favoriteColors.filter((color) =>
+    NEUTRAL_COLORS.some((neutral) => color.includes(neutral)),
+  );
+  const wardrobeNeutrals = params.wardrobeColors.filter((color) =>
+    NEUTRAL_COLORS.some((neutral) => color.includes(neutral)),
+  );
+
+  const categoryDefaults: Record<SuggestionCategory, string[]> = {
+    tops: ["white", "light blue", "cream"],
+    bottoms: ["charcoal", "navy", "black"],
+    footwear: ["white", "black", "brown"],
+    outerwear: ["black", "navy", "olive"],
+    accessories: ["black", "brown", "silver"],
+  };
+
+  return uniqueStrings([
+    ...explicit,
+    ...favoriteNeutrals,
+    ...wardrobeNeutrals,
+    ...params.favoriteColors,
+    ...categoryDefaults[params.category],
+  ], 3).map(titleCase);
+}
+
+function lookSignals(savedLooks?: WardrobeSuggestionLookSignal[] | null) {
+  return uniqueStrings(
+    (savedLooks ?? []).flatMap((look) => [
+      ...(look.addToComplete ?? []),
+      ...(look.missingPieces ?? []),
+      ...(look.upgradeSuggestions ?? []),
+    ]),
+    20,
+  );
+}
+
+function inferDraftForGap(params: {
+  category: SuggestionCategory;
+  styleSignals: string[];
+  wardrobeColors: string[];
+  favoriteColors: string[];
+  savedLookSignals: string[];
+}): SuggestionDraft {
+  const { category, styleSignals, wardrobeColors, favoriteColors, savedLookSignals } = params;
+  const wantsSmart = hasStyle(styleSignals, "smart") || savedLookSignals.some((value) => /\b(blazer|loafer|trouser|oxford|office)\b/.test(value));
+  const wantsStreet = hasStyle(styleSignals, "street") || savedLookSignals.some((value) => /\b(bomber|sneaker|cargo|street)\b/.test(value));
+  const wantsCasual = hasStyle(styleSignals, "casual");
+  const wantsFeminine = hasStyle(styleSignals, "feminine");
+  const wantsAthletic = hasStyle(styleSignals, "athletic");
+  const hasDarkBase = hasColor(wardrobeColors, "black") || hasColor(wardrobeColors, "navy");
+
+  let itemType: string;
+  let styleTags: string[];
+
+  if (category === "footwear") {
+    itemType = wantsSmart && !wantsStreet ? "black loafers" : "white sneakers";
+    if (wantsAthletic) itemType = "clean everyday sneakers";
+    styleTags = ["versatile", wantsSmart ? "smart casual" : "everyday"];
+  } else if (category === "outerwear") {
+    itemType = wantsSmart ? "versatile blazer" : hasDarkBase || wantsStreet ? "black bomber jacket" : "lightweight overshirt";
+    styleTags = ["layering", wantsSmart ? "tailored" : wantsStreet ? "streetwear" : "everyday"];
+  } else if (category === "bottoms") {
+    itemType = wantsStreet ? "straight-leg dark denim" : wantsFeminine ? "neutral skirt or trousers" : "neutral trousers";
+    styleTags = ["outfit anchor", wantsSmart ? "tailored" : wantsCasual ? "everyday" : "versatile"];
+  } else if (category === "accessories") {
+    itemType = wantsFeminine ? "structured everyday bag" : wantsSmart ? "minimal leather belt" : "everyday belt";
+    styleTags = ["finishing piece", wantsSmart ? "polished" : "everyday"];
+  } else {
+    itemType = wantsSmart ? "oxford shirt" : wantsStreet ? "clean heavyweight tee" : "oxford shirt";
+    styleTags = ["wardrobe base", wantsSmart ? "smart casual" : "everyday"];
+  }
+
+  return {
+    itemType,
+    category,
+    styleTags: uniqueStrings([...styleTags, ...styleSignals], 5).map(titleCase),
+    preferredColors: selectPreferredColors({
+      itemType,
+      category,
+      favoriteColors,
+      wardrobeColors,
+    }),
+    priceTiers: ["budget", "mid", "premium"],
+  };
+}
+
+function outfitBase(counts: CategoryCounts) {
+  return counts.tops * counts.bottoms * counts.footwear;
+}
+
+function outfitsUnlockedByCategory(counts: CategoryCounts, category: SuggestionCategory) {
+  const currentBase = outfitBase(counts);
+  if (CORE_CATEGORIES.has(category)) {
+    const next = { ...counts };
+    next[category] += 1;
+    const marginal = outfitBase(next) - currentBase;
+    if (marginal > 0) return marginal;
+    const pairedCategories = CATEGORY_ORDER.filter(
+      (key) => CORE_CATEGORIES.has(key) && key !== category,
+    );
+    return Math.max(1, ...pairedCategories.map((key) => counts[key]));
+  }
+  if (category === "outerwear") {
+    return currentBase > 0 ? Math.max(1, Math.ceil(currentBase * 0.5)) : Math.max(1, counts.tops + counts.bottoms);
+  }
+  return currentBase > 0 ? Math.max(1, Math.ceil(currentBase * 0.25)) : 1;
+}
+
+function priorityForGap(params: {
+  category: SuggestionCategory;
+  count: number;
+  target: number;
+  outfitsUnlockedEstimate: number;
+}): WardrobeSuggestion["priority"] {
+  const deficit = Math.max(0, params.target - params.count);
+  if (params.count === 0 && CORE_CATEGORIES.has(params.category)) return "high";
+  if (deficit >= 2 || params.outfitsUnlockedEstimate >= 6) return "high";
+  if (deficit >= 1 || params.outfitsUnlockedEstimate >= 2) return "medium";
+  return "low";
+}
+
+function reasonForSuggestion(params: {
+  draft: SuggestionDraft;
+  count: number;
+  target: number;
+  outfitsUnlockedEstimate: number;
+  baseOutfits: number;
+}) {
+  const estimate = Math.max(0, Math.round(params.outfitsUnlockedEstimate));
+  const impact =
+    estimate > 0
+      ? ` Estimated impact: +${estimate} outfit combination${estimate === 1 ? "" : "s"}.`
+      : "";
+  if (params.baseOutfits === 0 && CORE_CATEGORIES.has(params.draft.category)) {
+    return `Your closet has useful pieces, but it is missing a reliable ${params.draft.category === "footwear" ? "shoe" : params.draft.category.slice(0, -1)} anchor. A ${params.draft.itemType} gives AURA a stronger base to build complete outfits from.${impact}`;
+  }
+  if (params.draft.category === "outerwear") {
+    return `Your core outfits are forming; the gap is the finishing layer. A ${params.draft.itemType} adds shape and polish without pulling the closet away from what you already wear.${impact}`;
+  }
+  if (params.draft.category === "accessories") {
+    return `Your basics can already do the work. A ${params.draft.itemType} gives simple looks a more finished edge and makes repeated outfits feel more intentional.${impact}`;
+  }
+  return `Your wardrobe has a workable foundation, but this category is still thin. A ${params.draft.itemType} gives AURA a versatile anchor it can reuse across the outfits you already own.${impact}`;
+}
+
+function categoryWeight(category: SuggestionCategory) {
+  if (category === "tops") return 6;
+  if (category === "bottoms") return 5;
+  if (category === "footwear") return 5;
+  if (category === "outerwear") return 3;
+  return 1;
+}
+
+export function buildWardrobeSuggestions(input: BuildWardrobeSuggestionsInput): WardrobeSuggestion[] {
+  const items = Array.isArray(input.items) ? input.items : [];
+  const counts = getCounts(items);
+  const wardrobeColors = dominantWardrobeColors(items);
+  const favoriteColors = profileFavoriteColors(input.profilePreferences);
+  const styleSignals = profileStyleSignals(input.profilePreferences);
+  const savedLookSignals = lookSignals(input.savedLooks);
+  const baseOutfits = outfitBase(counts);
+
+  const suggestions = CATEGORY_ORDER.flatMap((category) => {
+    const target = MINIMUM_CLOSET_TARGETS[category as MinimumClosetCategory];
+    const count = counts[category];
+    if (count >= target) return [];
+
+    const draft = inferDraftForGap({
+      category,
+      styleSignals,
+      wardrobeColors,
+      favoriteColors,
+      savedLookSignals,
+    });
+    const outfitsUnlockedEstimate = outfitsUnlockedByCategory(counts, category);
+    const priority = priorityForGap({
+      category,
+      count,
+      target,
+      outfitsUnlockedEstimate,
+    });
+    const deficit = Math.max(0, target - count);
+    const impactScore =
+      outfitsUnlockedEstimate * 10 +
+      deficit * 8 +
+      categoryWeight(category) +
+      (priority === "high" ? 12 : priority === "medium" ? 6 : 0);
+
+    return [
+      {
+        id: `${category}-${slug(draft.itemType)}`,
+        itemType: draft.itemType,
+        category,
+        reason: reasonForSuggestion({
+          draft,
+          count,
+          target,
+          outfitsUnlockedEstimate,
+          baseOutfits,
+        }),
+        priority,
+        impactScore,
+        outfitsUnlockedEstimate,
+        styleTags: draft.styleTags,
+        preferredColors: draft.preferredColors,
+        priceTiers: draft.priceTiers ?? ["budget", "mid", "premium"],
+      },
+    ];
+  });
+
+  return suggestions
+    .sort((a, b) => b.impactScore - a.impactScore || a.itemType.localeCompare(b.itemType))
+    .slice(0, 3);
+}
+
+export function inferSuggestionCategoryFromText(value: string): SuggestionCategory {
+  const text = clean(value);
+  if (/\b(shoe|sneaker|boot|loafer|heel|sandal)\b/.test(text)) return "footwear";
+  if (/\b(jacket|coat|blazer|bomber|outerwear|overshirt|hoodie|layer)\b/.test(text)) return "outerwear";
+  if (/\b(belt|watch|bag|hat|cap|sunglasses|jewelry|scarf)\b/.test(text)) return "accessories";
+  if (/\b(pant|trouser|jean|short|skirt|bottom)\b/.test(text)) return "bottoms";
+  return "tops";
+}
+
+export function buildAdHocWardrobeSuggestion(itemType: string): WardrobeSuggestion {
+  const cleanItemType =
+    clean(itemType)
+      .replace(/^add to complete\s*:?\s*/i, "")
+      .replace(/^(an?|the)\s+/i, "")
+      .trim() || "versatile piece";
+  const category = inferSuggestionCategoryFromText(cleanItemType);
+  return {
+    id: `${category}-${slug(cleanItemType) || "missing-piece"}`,
+    itemType: cleanItemType,
+    category,
+    reason: `This is the cleanest gap to fill first. It helps complete the look without adding clutter or pushing your wardrobe in a random direction.`,
+    priority: CORE_CATEGORIES.has(category) ? "medium" : "low",
+    impactScore: CORE_CATEGORIES.has(category) ? 32 : 18,
+    outfitsUnlockedEstimate: CORE_CATEGORIES.has(category) ? 2 : 1,
+    styleTags: ["Versatile"],
+    preferredColors: selectPreferredColors({
+      itemType: cleanItemType,
+      category,
+      favoriteColors: [],
+      wardrobeColors: [],
+    }),
+    priceTiers: ["budget", "mid", "premium"],
+  };
+}
diff --git a/src/lib/wearOutfit.ts b/src/lib/wearOutfit.ts
new file mode 100644
index 0000000..671652c
--- /dev/null
+++ b/src/lib/wearOutfit.ts
@@ -0,0 +1,450 @@
+import {
+  doc,
+  getDoc,
+  increment,
+  serverTimestamp,
+  writeBatch,
+} from "firebase/firestore";
+
+import { db } from "@/src/lib/firebase";
+import { logItemStyleEvent, logOutfitSnapshotWornStyleEvent } from "@/src/lib/auraMemory";
+import { buildSignalFromItem, updateAssistantMemoryFromAction } from "@/src/lib/assistantMemory";
+import { MAX_WEARS_BEFORE_WASH, normalizeLaundryStatus } from "@/src/lib/items";
+import {
+  buildOutfitSnapshot,
+  getOwnedItemIdsFromOutfitSnapshot,
+  outfitSnapshotToPlannedOutfit,
+  type OutfitSnapshot,
+  type OutfitSnapshotSource,
+} from "@/src/lib/outfitSnapshot";
+import type { AuraLook } from "@/src/types/aura";
+import type { ClothingItem } from "@/src/types/ClothingItem";
+import { toDayKey } from "@/src/utils/date";
+import type { OutfitItemsByCategory, PlannedOutfit } from "@/src/utils/dailyOutfits";
+
+export type WearSource =
+  | "aura"
+  | "calendar"
+  | "home"
+  | "item_detail"
+  | "studio"
+  | "saved_look";
+
+type OutfitInput =
+  | AuraLook
+  | PlannedOutfit
+  | {
+      look?: AuraLook | null;
+      outfitSnapshot?: OutfitSnapshot | null;
+      itemIds?: string[] | null;
+      title?: string | null;
+    }
+  | null
+  | undefined;
+
+export type WearOutfitParams = {
+  uid: string;
+  source: WearSource;
+  outfitId?: string;
+  title?: string;
+  itemIds?: string[];
+  look?: OutfitInput;
+  wornAt?: Date;
+  updateItemWearCounts?: boolean;
+};
+
+export type PlanOutfitParams = {
+  uid: string;
+  source: WearSource;
+  outfitId?: string;
+  title?: string;
+  itemIds?: string[];
+  look?: OutfitInput;
+  date?: Date;
+};
+
+export type MarkItemWornParams = {
+  uid: string;
+  source: WearSource;
+  itemId: string;
+  wornAt?: Date;
+};
+
+export type WearResult = {
+  dateKey: string;
+  itemIds: string[];
+  updatedItemIds: string[];
+  skippedItemIds: string[];
+  missingItemIds: string[];
+  alreadyMarked: boolean;
+  outfitSnapshot?: OutfitSnapshot;
+};
+
+function cleanString(value: unknown) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function uniqueStrings(values: unknown[]) {
+  const seen = new Set<string>();
+  const next: string[] = [];
+  values.forEach((value) => {
+    const cleaned = cleanString(value);
+    if (!cleaned || seen.has(cleaned)) return;
+    seen.add(cleaned);
+    next.push(cleaned);
+  });
+  return next;
+}
+
+function toSnapshotSource(source: WearSource): OutfitSnapshotSource {
+  if (source === "studio") return "studio";
+  if (source === "saved_look") return "saved_look";
+  if (source === "item_detail") return "item_detail";
+  if (source === "aura") return "aura";
+  return "planner";
+}
+
+function toMemorySource(source: WearSource) {
+  if (source === "aura" || source === "saved_look") return "aura" as const;
+  if (source === "studio") return "manual" as const;
+  return "planner" as const;
+}
+
+function itemDocRef(uid: string, itemId: string) {
+  return doc(db, "users", uid, "items", itemId);
+}
+
+function outfitDocRef(uid: string, dateKey: string) {
+  return doc(db, "users", uid, "outfits", dateKey);
+}
+
+function dateFromValue(value: unknown): Date | null {
+  if (!value) return null;
+  if (value instanceof Date) return Number.isNaN(value.getTime()) ? null : value;
+  if (typeof value === "number") {
+    const date = new Date(value);
+    return Number.isNaN(date.getTime()) ? null : date;
+  }
+  if (typeof value === "string") {
+    const date = new Date(value);
+    return Number.isNaN(date.getTime()) ? null : date;
+  }
+  if (typeof value === "object" && typeof (value as { toDate?: unknown }).toDate === "function") {
+    const date = (value as { toDate: () => Date }).toDate();
+    return Number.isNaN(date.getTime()) ? null : date;
+  }
+  return null;
+}
+
+function wasWornOnDate(item: Partial<ClothingItem>, dateKey: string) {
+  const lastWorn = dateFromValue(item.lastWornDate) ?? dateFromValue(item.lastWornAt);
+  return lastWorn ? toDayKey(lastWorn) === dateKey : false;
+}
+
+function sameStringSet(a: string[], b: string[]) {
+  const left = uniqueStrings(a).sort();
+  const right = uniqueStrings(b).sort();
+  return left.length === right.length && left.every((value, index) => value === right[index]);
+}
+
+function itemIdsFromDailyDoc(data: Record<string, any>) {
+  const worn = data.wornOutfit?.itemsByCategory ?? {};
+  return uniqueStrings([
+    ...(Array.isArray(data.itemIds) ? data.itemIds : []),
+    worn.outerwear,
+    worn.top,
+    worn.bottom,
+    worn.shoes,
+    ...(Array.isArray(worn.accessories) ? worn.accessories : []),
+  ]);
+}
+
+function snapshotToItemsByCategory(snapshot: OutfitSnapshot): OutfitItemsByCategory {
+  const firstItemForSlot = (slot: string) =>
+    snapshot.slots.find((entry) => entry.slot === slot && entry.source === "closet" && entry.itemId)?.itemId;
+  const accessories = uniqueStrings(
+    snapshot.slots
+      .filter((entry) => entry.slot === "accessory" && entry.source === "closet")
+      .map((entry) => entry.itemId),
+  );
+
+  return {
+    ...(firstItemForSlot("outerwear") ? { outerwear: firstItemForSlot("outerwear") } : {}),
+    ...(firstItemForSlot("top") ? { top: firstItemForSlot("top") } : {}),
+    ...(firstItemForSlot("bottom") ? { bottom: firstItemForSlot("bottom") } : {}),
+    ...(firstItemForSlot("shoes") ? { shoes: firstItemForSlot("shoes") } : {}),
+    ...(accessories.length ? { accessories } : {}),
+  };
+}
+
+async function loadOwnedItems(uid: string, itemIds: string[]) {
+  const ids = uniqueStrings(itemIds);
+  const snaps = await Promise.all(ids.map((itemId) => getDoc(itemDocRef(uid, itemId))));
+  const items = new Map<string, ClothingItem>();
+  const missingItemIds: string[] = [];
+  snaps.forEach((snap, index) => {
+    const itemId = ids[index];
+    if (!itemId) return;
+    if (!snap.exists()) {
+      missingItemIds.push(itemId);
+      return;
+    }
+    items.set(itemId, { ...(snap.data() as ClothingItem), id: itemId });
+  });
+  return { items, missingItemIds };
+}
+
+function buildSnapshot(params: {
+  look?: OutfitInput;
+  itemIds?: string[];
+  title?: string;
+  source: WearSource;
+}) {
+  return buildOutfitSnapshot(params.look, {
+    source: toSnapshotSource(params.source),
+    title: params.title,
+    itemIds: params.itemIds,
+  });
+}
+
+function plannedOutfitOptions(input: OutfitInput) {
+  if (
+    input &&
+    typeof input === "object" &&
+    (input as PlannedOutfit).itemsByCategory &&
+    typeof (input as PlannedOutfit).itemsByCategory === "object"
+  ) {
+    const planned = input as PlannedOutfit;
+    return {
+      score: planned.score,
+      reasons: planned.reasons,
+      createdAt: planned.createdAt,
+    };
+  }
+  return undefined;
+}
+
+export async function markOutfitWorn({
+  uid,
+  source,
+  outfitId,
+  title,
+  itemIds,
+  look,
+  wornAt,
+  updateItemWearCounts = true,
+}: WearOutfitParams): Promise<WearResult> {
+  const wornDate = wornAt ?? new Date();
+  const dateKey = toDayKey(wornDate);
+  const wornAtMs = wornDate.getTime();
+  const snapshot = buildSnapshot({ look, itemIds, title, source });
+  const requestedItemIds = getOwnedItemIdsFromOutfitSnapshot(snapshot);
+
+  if (!requestedItemIds.length) {
+    throw new Error("This look has no closet items to mark as worn.");
+  }
+
+  const { items, missingItemIds } = await loadOwnedItems(uid, requestedItemIds);
+  const ownedItemIds = requestedItemIds.filter((itemId) => items.has(itemId));
+
+  if (!ownedItemIds.length) {
+    throw new Error("This look has no closet items to mark as worn.");
+  }
+
+  const dailyRef = outfitDocRef(uid, dateKey);
+  const dailySnap = await getDoc(dailyRef);
+  const dailyData = dailySnap.exists() ? dailySnap.data() as Record<string, any> : {};
+  const existingWornItemIds = dailyData.wornOutfit ? itemIdsFromDailyDoc(dailyData) : [];
+
+  if (dailyData.wornOutfit && sameStringSet(existingWornItemIds, ownedItemIds)) {
+    return {
+      dateKey,
+      itemIds: ownedItemIds,
+      updatedItemIds: [],
+      skippedItemIds: ownedItemIds,
+      missingItemIds,
+      alreadyMarked: true,
+      outfitSnapshot: snapshot,
+    };
+  }
+
+  const skippedItemIds: string[] = [];
+  const updatedItemIds: string[] = [];
+
+  if (updateItemWearCounts) {
+    for (const itemId of ownedItemIds) {
+      const item = items.get(itemId);
+      if (!item) continue;
+      const alreadyWornToday = wasWornOnDate(item, dateKey);
+      if (alreadyWornToday) {
+        skippedItemIds.push(itemId);
+        continue;
+      }
+      if (normalizeLaundryStatus(item) === "in_laundry") {
+        throw new Error(`${item.name || item.category || "An item"} is in laundry.`);
+      }
+      if (Number(item.wearCountSinceWash ?? 0) >= MAX_WEARS_BEFORE_WASH) {
+        throw new Error(`${item.name || item.category || "An item"} needs a wash before wearing again.`);
+      }
+      updatedItemIds.push(itemId);
+    }
+  } else {
+    skippedItemIds.push(...ownedItemIds);
+  }
+
+  const batch = writeBatch(db);
+  const now = Date.now();
+  updatedItemIds.forEach((itemId) => {
+    batch.update(itemDocRef(uid, itemId), {
+      status: "WORN",
+      laundryStatus: "needs_wash",
+      wearCountSinceWash: increment(1),
+      lastWornDate: serverTimestamp(),
+      lastWornAt: serverTimestamp(),
+      laundryUpdatedAt: serverTimestamp(),
+      updatedAt: now,
+    });
+  });
+
+  batch.set(
+    dailyRef,
+    {
+      dateKey,
+      itemIds: ownedItemIds,
+      planned: false,
+      wornOutfit: {
+        itemsByCategory: snapshotToItemsByCategory(snapshot),
+        wornAt: wornAtMs,
+        source,
+        ...(cleanString(title ?? snapshot.title) ? { title: cleanString(title ?? snapshot.title) } : {}),
+        ...(cleanString(outfitId) ? { outfitId: cleanString(outfitId) } : {}),
+        outfitSnapshot: snapshot,
+      },
+      wornAtMs,
+      updatedAt: serverTimestamp(),
+      createdAt: serverTimestamp(),
+    },
+    { merge: true },
+  );
+
+  await batch.commit();
+  void logOutfitSnapshotWornStyleEvent(uid, snapshot, {
+    source: toMemorySource(source),
+    wornAt: wornAtMs,
+  });
+
+  return {
+    dateKey,
+    itemIds: ownedItemIds,
+    updatedItemIds,
+    skippedItemIds,
+    missingItemIds,
+    alreadyMarked: false,
+    outfitSnapshot: snapshot,
+  };
+}
+
+export async function markItemWorn({
+  uid,
+  source,
+  itemId,
+  wornAt,
+}: MarkItemWornParams): Promise<WearResult> {
+  const dateKey = toDayKey(wornAt ?? new Date());
+  const itemRef = itemDocRef(uid, itemId);
+  const snap = await getDoc(itemRef);
+
+  if (!snap.exists()) {
+    throw new Error("Item not found.");
+  }
+
+  const item = { ...(snap.data() as ClothingItem), id: itemId };
+  if (wasWornOnDate(item, dateKey)) {
+    return {
+      dateKey,
+      itemIds: [itemId],
+      updatedItemIds: [],
+      skippedItemIds: [itemId],
+      missingItemIds: [],
+      alreadyMarked: true,
+    };
+  }
+
+  if (normalizeLaundryStatus(item) === "in_laundry") {
+    throw new Error("Item is in laundry.");
+  }
+
+  if (Number(item.wearCountSinceWash ?? 0) >= MAX_WEARS_BEFORE_WASH) {
+    throw new Error("Wash required before wearing again.");
+  }
+
+  const batch = writeBatch(db);
+  batch.update(itemRef, {
+    status: "WORN",
+    laundryStatus: "needs_wash",
+    wearCountSinceWash: increment(1),
+    lastWornDate: serverTimestamp(),
+    lastWornAt: serverTimestamp(),
+    laundryUpdatedAt: serverTimestamp(),
+    updatedAt: Date.now(),
+  });
+  await batch.commit();
+
+  void logItemStyleEvent(uid, "item_worn", item);
+  void updateAssistantMemoryFromAction(uid, "wear_item", buildSignalFromItem(item));
+
+  return {
+    dateKey,
+    itemIds: [itemId],
+    updatedItemIds: [itemId],
+    skippedItemIds: [],
+    missingItemIds: [],
+    alreadyMarked: false,
+  };
+}
+
+export async function planOutfitForToday({
+  uid,
+  source,
+  outfitId,
+  title,
+  itemIds,
+  look,
+  date,
+}: PlanOutfitParams) {
+  const planDate = date ?? new Date();
+  const dateKey = toDayKey(planDate);
+  const snapshot = buildSnapshot({ look, itemIds, title, source });
+  const ownedItemIds = getOwnedItemIdsFromOutfitSnapshot(snapshot);
+
+  if (!ownedItemIds.length) {
+    throw new Error("This look has no closet items to plan.");
+  }
+
+  const plannedOutfit = outfitSnapshotToPlannedOutfit(snapshot, plannedOutfitOptions(look));
+  const batch = writeBatch(db);
+  batch.set(
+    outfitDocRef(uid, dateKey),
+    {
+      dateKey,
+      itemIds: ownedItemIds,
+      planned: true,
+      plannedOutfit,
+      plannedSource: source,
+      ...(cleanString(title ?? snapshot.title) ? { title: cleanString(title ?? snapshot.title) } : {}),
+      ...(cleanString(outfitId) ? { outfitId: cleanString(outfitId) } : {}),
+      outfitSnapshot: snapshot,
+      updatedAt: serverTimestamp(),
+      createdAt: serverTimestamp(),
+    },
+    { merge: true },
+  );
+  await batch.commit();
+
+  return {
+    dateKey,
+    itemIds: ownedItemIds,
+    plannedOutfit,
+    outfitSnapshot: snapshot,
+  };
+}
diff --git a/src/onboarding/onboardingOptions.ts b/src/onboarding/onboardingOptions.ts
index 6dac34d..5c59bae 100644
--- a/src/onboarding/onboardingOptions.ts
+++ b/src/onboarding/onboardingOptions.ts
@@ -57,6 +57,7 @@ export const OCCASION_OPTIONS = [
 ] as const;
 
 export const FIT_OPTIONS = ["slim", "regular", "relaxed", "oversized"] as const;
+export const BUDGET_OPTIONS = ["budget", "mid", "premium"] as const;
 export const SHOE_SIZES_EU = Array.from({ length: 14 }, (_, index) => 35 + index);
 
 export type StepKey = "wardrobeMode" | "style" | "categories" | "profile";
diff --git a/src/profile/screens.tsx b/src/profile/screens.tsx
index 9dac931..cef3b3e 100644
--- a/src/profile/screens.tsx
+++ b/src/profile/screens.tsx
@@ -101,6 +101,7 @@ type DeleteAccountDataResult = {
   ok: boolean;
   firestoreDocumentsDeleted: number;
   storageFilesDeleted: number;
+  rateLimitDocumentsDeleted?: number;
   authUserDeleted: boolean;
 };
 
@@ -755,10 +756,6 @@ export function AccountScreen() {
     });
   }, [user?.uid]);
 
-  const manageSubscription = useCallback(() => {
-    Alert.alert("Subscriptions are coming soon.", "Your current plan is Free.");
-  }, []);
-
   const confirmDeleteAccount = useCallback(() => {
     Alert.alert(
       "Delete account?",
@@ -918,12 +915,6 @@ export function AccountScreen() {
               />
             </AccountSection>
 
-            <AccountSection title="PLAN">
-              <ProfileValueRow label="Current plan" value="Free" />
-              <AccountActionRow title="Manage subscription" subtitle="Subscriptions are coming soon." onPress={manageSubscription} />
-              <AccountActionRow title="Billing history" subtitle="Billing history is not available on the Free plan." onPress={manageSubscription} />
-            </AccountSection>
-
             <AccountSection title="ADVANCED">
               <AccountActionRow
                 title={showAdvanced ? "Hide advanced details" : "Show advanced details"}
@@ -948,7 +939,7 @@ export function AccountScreen() {
               />
               <AccountActionRow
                 title="Delete account"
-                subtitle="Requires recent login. Backend closet-data deletion is not implemented here."
+                subtitle="Permanently deletes your account data and owned uploads."
                 onPress={confirmDeleteAccount}
                 disabled={workingAction === "Delete account"}
                 danger
@@ -1594,7 +1585,7 @@ export function NotificationsScreen() {
   return (
     <ProfileSectionScreen
       title="Notifications"
-      subtitle="Saved now for later. Not yet wired into reminders."
+      subtitle="Notification preferences"
       onSave={save}
       saving={saving}
     >
@@ -1602,16 +1593,6 @@ export function NotificationsScreen() {
         <ActivityIndicator color={colors.accent} />
       ) : (
         <>
-          <ProfileBooleanRow
-            label="Laundry reminders"
-            value={!!profile.notifications.laundryReminders}
-            onSet={(value) =>
-              setProfile((prev) => ({
-                ...prev,
-                notifications: { ...prev.notifications, laundryReminders: value },
-              }))
-            }
-          />
           <ProfileBooleanRow
             label="Outfit reminders"
             value={!!profile.notifications.outfitReminders}
diff --git a/src/types/StylingIntelligence.ts b/src/types/StylingIntelligence.ts
new file mode 100644
index 0000000..3636d8d
--- /dev/null
+++ b/src/types/StylingIntelligence.ts
@@ -0,0 +1,47 @@
+export type StylingColorFamily =
+  | "black"
+  | "white"
+  | "gray"
+  | "navy"
+  | "blue"
+  | "brown"
+  | "beige"
+  | "cream"
+  | "green"
+  | "red"
+  | "pink"
+  | "purple"
+  | "yellow"
+  | "orange"
+  | "metallic"
+  | "multicolor"
+  | "unknown";
+
+export type StyleIdentityLabel =
+  | "clean_luxury"
+  | "streetwear"
+  | "smart_casual"
+  | "minimal"
+  | "sporty"
+  | "formal"
+  | "date_night"
+  | "vacation"
+  | "rave_techno"
+  | "college_casual"
+  | "casual"
+  | "mixed";
+
+export type StylingIntelligenceSummary = {
+  overallScore: number;
+  fitScore: number;
+  colorScore: number;
+  styleScore: number;
+  occasionFit?: number;
+  scoreLabel: string;
+  bestUseCase?: string;
+  stylingNotes?: string[];
+  warnings?: string[];
+  styleIdentity: StyleIdentityLabel;
+  paletteLabel: string;
+  silhouetteLabel: string;
+};
diff --git a/src/types/UserProfilePreferences.ts b/src/types/UserProfilePreferences.ts
index 122b9e7..e21933d 100644
--- a/src/types/UserProfilePreferences.ts
+++ b/src/types/UserProfilePreferences.ts
@@ -6,9 +6,11 @@ export type UnitsPreference = "imperial" | "metric";
 export type WardrobeMode = "masculine" | "feminine" | "neutral" | "mixed" | "custom";
 export type PreferredFit = "slim" | "regular" | "relaxed" | "oversized";
 export type CurrencyMode = "auto" | "manual";
+export type BudgetPreference = "budget" | "mid" | "premium";
 
 export type UserProfilePreferences = {
   onboardingCompleted: boolean;
+  displayName?: string | null;
   firstName?: string | null;
   region?: string | null;
   unitsPreference: UnitsPreference;
@@ -19,6 +21,7 @@ export type UserProfilePreferences = {
   selectedCategories: string[];
   styleAesthetics: string[];
   preferredFit?: PreferredFit | null;
+  budgetPreference?: BudgetPreference | null;
   favoriteColors: string[];
   avoidedColors: string[];
   accessoryPreferences: string[];
diff --git a/src/types/aura.ts b/src/types/aura.ts
index 94998d1..42f9820 100644
--- a/src/types/aura.ts
+++ b/src/types/aura.ts
@@ -1,3 +1,6 @@
+import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
+import type { StylingIntelligenceSummary } from "@/src/types/StylingIntelligence";
+
 export type AuraLookPiece = {
   role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
   itemName: string;
@@ -48,6 +51,7 @@ export type AuraLaundryConfirmationAction = {
 export type AuraLookAction =
   | "saveLook"
   | "planForToday"
+  | "wearToday"
   | "likeLook"
   | "notMyVibe"
   | "showMoreLikeThis"
@@ -111,12 +115,14 @@ export type AuraCandidateAction =
   | { type: "add_all_candidates" };
 
 export type AuraLook = {
+  id?: string | null;
   lookTitle: string;
   vibe: string;
   shortExplanation: string;
   stylingNote?: string;
   personalizationLabel?: string;
   personalizationNote?: string;
+  stylingIntelligence?: StylingIntelligenceSummary | null;
   pieces: AuraLookPiece[];
   fromCloset: string[];
   addToComplete: string[];
@@ -142,9 +148,11 @@ export type AuraResponse = {
   missingPieces?: string[];
   upgradeSuggestions?: string[];
   upgradeSuggestionItems?: AuraSuggestionItem[];
+  wardrobeSuggestions?: WardrobeSuggestion[];
   chips: string[];
   look?: AuraLook | null;
   lookOptions?: AuraLook[];
+  stylingIntelligence?: StylingIntelligenceSummary | null;
   candidates?: AuraCandidateItem[];
   candidateItems?: AuraCandidateItem[];
   outfitAnalysis?: AuraOutfitPhotoAnalysis | null;
diff --git a/src/utils/dailyOutfits.ts b/src/utils/dailyOutfits.ts
index c8cc3bf..7eeb031 100644
--- a/src/utils/dailyOutfits.ts
+++ b/src/utils/dailyOutfits.ts
@@ -18,6 +18,7 @@ import {
 
 import { db } from "../lib/firebase";
 import { logAnalyzedOutfitStyleEvent, logWornOutfitStyleEvent } from "../lib/auraMemory";
+import type { OutfitSnapshot } from "../lib/outfitSnapshot";
 import type { AuraDetectedOutfitPiece } from "../types/aura";
 import { toDayKey } from "./date";
 
@@ -26,6 +27,7 @@ export type OutfitItemsByCategory = {
   top?: string;
   bottom?: string;
   shoes?: string;
+  accessories?: string[];
 };
 
 // Canonical saved daily plan shape for Calendar, Today, and AURA "Plan Today".
@@ -47,6 +49,10 @@ export type PlannedOutfit = {
 export type WornOutfit = {
   itemsByCategory: OutfitItemsByCategory;
   wornAt: number;
+  source?: string;
+  title?: string;
+  outfitId?: string;
+  outfitSnapshot?: OutfitSnapshot;
 };
 
 export type AnalyzedWornOutfit = {
@@ -111,6 +117,7 @@ function cleanItemIds(itemsByCategory: OutfitItemsByCategory) {
     itemsByCategory.top,
     itemsByCategory.bottom,
     itemsByCategory.shoes,
+    ...(itemsByCategory.accessories ?? []),
   ].filter(Boolean) as string[];
 }
 

From f555a66954b098bdb19f9929e72feb651b5cb2aa Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Wed, 6 May 2026 11:23:52 -0500
Subject: [PATCH 82/93] docs: add AURA design system and launch QA checklist

---
 docs/AURA_DESIGN_SYSTEM.md  | 90 +++++++++++++++++++++++++++++++++++++
 docs/LAUNCH_QA_CHECKLIST.md | 66 +++++++++++++++++++++++++++
 2 files changed, 156 insertions(+)
 create mode 100644 docs/AURA_DESIGN_SYSTEM.md
 create mode 100644 docs/LAUNCH_QA_CHECKLIST.md

diff --git a/docs/AURA_DESIGN_SYSTEM.md b/docs/AURA_DESIGN_SYSTEM.md
new file mode 100644
index 0000000..5aade96
--- /dev/null
+++ b/docs/AURA_DESIGN_SYSTEM.md
@@ -0,0 +1,90 @@
+# AURA Design System
+
+AURA should feel like a premium dark luxury fashion app: calm, editorial, restrained, and precise. Use hierarchy, spacing, and consistency before adding visual effects.
+
+## Tokens
+
+Use semantic tokens from `constants/theme.ts` and shared primitives from `src/components/ui/AuraPrimitives.tsx`.
+
+- Backgrounds: `colors.background` for screens.
+- Normal cards: `colors.surface`.
+- Important/elevated cards: `colors.surfaceElevated`.
+- Quiet metadata areas: `colors.surfaceMuted`.
+- Borders: `colors.border` by default, `colors.borderStrong` only when the surface needs more separation.
+- Text: `colors.textPrimary`, `colors.textSecondary`, and `colors.textMuted`.
+- Accent: `colors.accent` for the primary action or a single editorial highlight.
+- Status: `colors.destructive` and `colors.success` only for real status.
+
+Spacing should use the 4 point scale: `4 / 8 / 12 / 16 / 20 / 24 / 32 / 40`.
+
+Radii should use `sm / md / lg / xl / xxl / full`. Avoid inventing one-off radii unless matching an image crop or external asset.
+
+## Primitives
+
+Prefer these for new or migrated UI:
+
+- `AuraScreen` for tab or subpage screen containers.
+- `AuraText` for typography and text tones.
+- `AuraButton` for labeled actions.
+- `AuraIconButton` for icon-only actions.
+- `AuraCard` for solid, elevated, muted, glass, inset, and sheet surfaces.
+- `AuraDivider` for subtle separators.
+- `AuraSectionHeader` for section title/subtitle/action patterns.
+- `AuraSheetBackdrop` and `AuraSheetSurface` for modal/sheet surfaces when migration is low risk.
+- `AuraSkeleton` for loading placeholders.
+
+## Button Hierarchy
+
+Use one primary action per card or section.
+
+- Primary: the action that advances the user.
+- Secondary: useful but lower priority.
+- Tertiary or ghost: navigation, filters, or optional actions.
+- Destructive: delete, remove, cancel destructive state.
+
+Do not show disabled future actions. Hide them until they are useful.
+
+## Chips
+
+Chips are for real filters, compact selections, or essential metadata. Do not use chips as a catch-all layout device.
+
+- Keep chip rows short.
+- Avoid chip-heavy empty states.
+- Avoid using chips for every attribute when text grouping would read calmer.
+- Metadata chips should use muted surfaces and medium weights, not bold pills.
+
+## Glass
+
+Glass is rare. Use it for:
+
+- The floating tab bar.
+- The chat composer.
+- Modal or sheet overlays.
+- A hero moment that benefits from material depth.
+
+Use solid elevated surfaces for normal cards. Avoid stacked glass cards and nested rounded cards.
+
+## Typography
+
+Use `AuraText` variants:
+
+- `hero`: rare landing or major editorial moment.
+- `title`: screen title.
+- `heading`: large grouped content title.
+- `section`: section title.
+- `body`: normal copy.
+- `bodyStrong`: emphasized body text.
+- `caption`: supporting copy.
+- `metadata`: compact labels.
+- `button`: action labels.
+
+Most UI should use 400 to 600 weights. Reserve 700 for true hierarchy, not chips, captions, or every card title.
+
+## Migration Guidelines
+
+- Replace raw visual constants with semantic tokens when touching a component.
+- Migrate text, buttons, cards, and dividers before changing layout.
+- Preserve route names, data shapes, Firebase logic, and streaming behavior.
+- Do not redesign `AuraLookCard` positioning as part of token cleanup.
+- Do not convert a complex screen all at once. Move shared pieces first, then verify lint and typecheck.
+- Prefer solid surfaces over glass for repeated cards.
diff --git a/docs/LAUNCH_QA_CHECKLIST.md b/docs/LAUNCH_QA_CHECKLIST.md
new file mode 100644
index 0000000..be308bd
--- /dev/null
+++ b/docs/LAUNCH_QA_CHECKLIST.md
@@ -0,0 +1,66 @@
+# AURA Launch QA Checklist
+
+Use a fresh iOS simulator or TestFlight install when possible. Do not reuse a logged-in account unless the step says persistence.
+
+## 1. Fresh Register
+- Start signed out and tap create account.
+- Register with a new email and password.
+- Expected: account is created, no raw Firebase error appears, and the app routes to onboarding.
+
+## 2. Complete Onboarding
+- Complete every onboarding step with realistic style, size, and preference choices.
+- Expected: onboarding saves once, routes to the app shell, and does not return after force quitting and reopening.
+
+## 3. Add Item Manually
+- Open Add Item, choose manual add, enter category, name, color, size, and notes, then save.
+- Expected: item appears in Closet with the entered fields and opens from item detail.
+
+## 4. Add Item From Photo
+- Add a clear clothing photo from library or camera.
+- Wait for upload, cutout/background removal, and AI extraction.
+- Expected: progress state advances, no infinite spinner, item saves with image, category, color, and reviewable metadata.
+
+## 5. Add Item From Product Link
+- Paste a normal product URL into the link flow.
+- Confirm the preview and save the draft.
+- Expected: preview shows product image/title when available, blocked stores show a friendly fallback, and saved item appears in Closet.
+
+## 6. Edit Item
+- Open an existing item, tap edit, change name/color/size/notes, and save.
+- Expected: item detail reflects edits, user-edited fields are not overwritten by ingestion.
+
+## 7. Delete Item
+- Delete a user-uploaded item from item detail, then try bulk deleting another item from Closet selection.
+- Expected: item document disappears, owned Storage images are deleted when possible, external product source URLs are not deleted, and cleanup failure shows a friendly notice.
+
+## 8. Ask AURA Normal Chat
+- Ask a simple style question with no attachments.
+- Expected: response streams smoothly, stop button works during generation, message order stays correct, and refresh/reopen keeps the chat.
+
+## 9. Ask AURA For Outfit
+- Ask AURA to build an outfit from the closet.
+- Expected: response includes usable outfit cards with owned item references, no duplicate/blank cards, and saved feedback actions work.
+
+## 10. Save And Plan Outfit
+- Save a look from AURA, open it from My Looks, then plan it on the calendar.
+- Expected: saved look persists, planning creates a calendar entry, and item images render.
+
+## 11. Calendar Flow
+- Create, edit, and remove a planned outfit for today and another date.
+- Expected: dates remain correct after app restart, empty states are clear, and planned looks are not hidden by the floating dock.
+
+## 12. Profile Update
+- Update name/avatar where available, change profile preferences, export profile JSON, and clear AURA memory.
+- Expected: updates persist, export sheet opens without logging data, and clear memory does not delete closet items.
+
+## 13. Logout And Login
+- Log out, log back in with the same account, then force quit and reopen.
+- Expected: existing onboarded users route to the app shell, not onboarding, even if cached profile data loads first.
+
+## 14. Bad Network And Error Behavior
+- Disable network during profile load, AURA chat, add-photo upload, and product-link import.
+- Expected: no onboarding reset, no infinite spinner, friendly retry/error states appear, and local cached Closet/Profile data remains readable when available.
+
+## 15. Rate Limit Test
+- Rapidly trigger AURA chat, product-link preview/import, image ingestion, outfit generation, voice transcription, and account delete attempts.
+- Expected: each expensive flow eventually returns "Too many requests. Try again in a minute." without exposing internal limiter paths or raw IDs.

From 4a4c0f7bc5d05450fcab41c5b8dabeed727a6ea7 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 8 May 2026 17:13:01 -0500
Subject: [PATCH 83/93] chore(release): align native config and loading
 fallback

---
 .env.example                                  |  13 +
 README.md                                     |  92 ++-
 app.json                                      |  21 +-
 app/_layout.tsx                               |   9 +-
 modules/expo-vision-bg/package.json           |   4 +-
 package-lock.json                             | 660 +++++++++---------
 package.json                                  |  21 +-
 .../brand/BrandedLoadingAnimation.native.tsx  |  22 +
 .../brand/BrandedLoadingAnimation.tsx         |   1 +
 .../brand/BrandedLoadingAnimation.web.tsx     |  29 +
 10 files changed, 509 insertions(+), 363 deletions(-)
 create mode 100644 src/components/brand/BrandedLoadingAnimation.native.tsx
 create mode 100644 src/components/brand/BrandedLoadingAnimation.tsx
 create mode 100644 src/components/brand/BrandedLoadingAnimation.web.tsx

diff --git a/.env.example b/.env.example
index cdd57e8..b9ea3b9 100644
--- a/.env.example
+++ b/.env.example
@@ -6,5 +6,18 @@ EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID=
 EXPO_PUBLIC_FIREBASE_APP_ID=
 EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID=YOUR_GOOGLE_WEB_CLIENT_ID
 EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID=YOUR_GOOGLE_IOS_CLIENT_ID
+OPENAI_API_KEY=
+EXPO_PUBLIC_AURA_VOICE_ENABLED=1
+EXPO_PUBLIC_LIVE_PRODUCT_SEARCH_ENABLED=0
+EXPO_PUBLIC_AFFILIATE_SHOPPING_ENABLED=0
 FIREBASE_CLIENT_ID=YOUR_FIREBASE_CLIENT_ID
 FIREBASE_CLIENT_SECRET=YOUR_FIREBASE_CLIENT_SECRET
+SERPAPI_API_KEY=
+SKIMLINKS_ID=
+PRODUCT_SEARCH_PROVIDER=serpapi
+PRODUCT_SEARCH_ENABLED=false
+PRODUCT_SEARCH_CACHE_TTL_HOURS=24
+PRODUCT_SEARCH_DAILY_LIMIT=20
+PRODUCT_SEARCH_COUNTRY=us
+PRODUCT_SEARCH_LANGUAGE=en
+MAX_LIVE_SEARCH_RESULTS=3
diff --git a/README.md b/README.md
index 78f4065..e286a11 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,11 @@
-# Wardrobe AI
+# AURA
 
-**Wardrobe AI** is an AI-powered mobile application that helps users digitize their wardrobe and receive outfit recommendations based on their clothing inventory, occasion, and context.
+**AURA: AI Personal Stylist** is a KASAT Labs mobile application that helps users digitize their wardrobe and receive outfit recommendations based on their clothing inventory, occasion, and context.
 
 The app combines **computer vision, mobile development, and AI intent parsing** to create a personal styling assistant that suggests outfits directly from a user's closet.
 
+A KASAT product.
+
 ---
 
 ## Demo
@@ -42,7 +44,7 @@ Example flow:
 sequenceDiagram
   autonumber
   participant U as User
-  participant App as Wardrobe AI App
+  participant App as AURA App
   participant Fn as Cloud Function (parseOutfitIntent)
   participant DB as Firestore
   U->>App: "date night outfit, it's cold"
@@ -187,32 +189,92 @@ npm install
 ### Run the App
 
 ```
-npx expo start
+npx expo start --dev-client
 ```
 
-Then open the project using:
+Then open the project using a development client or production build:
 
 - iOS Simulator
 - Android Emulator
-- Expo Go
+- TestFlight / App Store build
+- Android release/internal build
+
+Expo Go is not expected to work for AURA because the app includes custom and
+native modules such as `expo-vision-bg`, `@six33/react-native-bg-removal`,
+`@react-native-google-signin/google-signin`, `@react-native-voice/voice`,
+`react-native-mmkv`, `@d11/react-native-fast-image`, `@shopify/react-native-skia`,
+`react-native-reanimated`, and `lottie-react-native`.
 
 ---
 
 ## Environment Setup
 
-This project requires Firebase configuration.
+AURA requires client environment values, native Firebase config files, and
+Firebase Function secrets. Do not commit real secrets.
+
+Client `.env` / EAS environment values:
+
+```
+EXPO_PUBLIC_FIREBASE_API_KEY
+EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN
+EXPO_PUBLIC_FIREBASE_PROJECT_ID
+EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET
+EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID
+EXPO_PUBLIC_FIREBASE_APP_ID
+EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID
+EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID
+EXPO_PUBLIC_AURA_VOICE_ENABLED
+EXPO_PUBLIC_LIVE_PRODUCT_SEARCH_ENABLED
+EXPO_PUBLIC_AFFILIATE_SHOPPING_ENABLED
+```
+
+Native Firebase files:
+
+```
+GoogleService-Info.plist
+google-services.json
+```
+
+These files must match the configured app identifiers in `app.json`
+(`com.kasat.aura` for iOS and Android).
 
-Create environment variables for:
+Firebase Function secret:
 
 ```
-FIREBASE_API_KEY
-FIREBASE_AUTH_DOMAIN
-FIREBASE_PROJECT_ID
-FIREBASE_STORAGE_BUCKET
-FIREBASE_MESSAGING_SENDER_ID
-FIREBASE_APP_ID
+OPENAI_API_KEY
 ```
 
+Set this through Firebase Secret Manager for deployed functions. It is required
+for AURA chat, streaming chat, product-link preview/import, photo ingestion, and
+voice transcription.
+
+Optional product search / shopping configuration:
+
+```
+PRODUCT_SEARCH_ENABLED
+PRODUCT_SEARCH_PROVIDER
+SERPAPI_API_KEY
+PRODUCT_SEARCH_CACHE_TTL_HOURS
+PRODUCT_SEARCH_DAILY_LIMIT
+PRODUCT_SEARCH_COUNTRY
+PRODUCT_SEARCH_LANGUAGE
+MAX_LIVE_SEARCH_RESULTS
+SKIMLINKS_ID
+```
+
+If live product search is disabled or the provider key is missing, AURA should
+fall back to non-live shopping surfaces. If `SKIMLINKS_ID` is missing, affiliate
+wrapping returns the original merchant URL.
+
+Developer script-only values:
+
+```
+FIREBASE_CLIENT_ID
+FIREBASE_CLIENT_SECRET
+```
+
+Cloud Functions run on Node.js 22.
+
 ---
 
 ## Roadmap
@@ -237,7 +299,7 @@ FIREBASE_APP_ID
 
 Most wardrobe apps only store clothing items.
 
-**Wardrobe AI focuses on building an intelligent wardrobe assistant that understands context and generates outfit suggestions using AI.**
+**AURA focuses on building an intelligent wardrobe assistant that understands context and generates outfit suggestions using AI.**
 
 This project explores the intersection of:
 
diff --git a/app.json b/app.json
index 93e89ea..6605d6d 100644
--- a/app.json
+++ b/app.json
@@ -1,7 +1,7 @@
 {
   "expo": {
     "name": "AURA",
-    "slug": "aura",
+    "slug": "aura-ai-personal-stylist",
     "version": "1.0.0",
     "orientation": "portrait",
     "icon": "./assets/icon.png",
@@ -12,8 +12,7 @@
       "icon": "./assets/icon.png",
       "supportsTablet": true,
       "usesAppleSignIn": true,
-      "bundleIdentifier": "com.athfan.AURA",
-      "deploymentTarget": "17.0",
+      "bundleIdentifier": "com.kasat.aura",
       "googleServicesFile": "./GoogleService-Info.plist",
       "infoPlist": {
         "CFBundleURLTypes": [
@@ -25,6 +24,10 @@
         ],
         "NSLocationWhenInUseUsageDescription": "We use your location to show local weather in your wardrobe insights.",
         "NSCalendarsUsageDescription": "We use your calendar to show today's events in your wardrobe insights.",
+        "NSCalendarsFullAccessUsageDescription": "We use your calendar to show today's events in your wardrobe insights.",
+        "NSCameraUsageDescription": "AURA uses your camera so you can add clothing items to your wardrobe.",
+        "NSPhotoLibraryUsageDescription": "AURA uses your photo library so you can select clothing photos for your wardrobe.",
+        "NSPhotoLibraryAddUsageDescription": "AURA may save edited clothing images to your photo library when you choose to.",
         "NSMicrophoneUsageDescription": "Allow AURA to use your microphone for voice dictation.",
         "NSSpeechRecognitionUsageDescription": "Allow AURA to turn your speech into chat text."
       }
@@ -39,7 +42,7 @@
       },
       "edgeToEdgeEnabled": true,
       "predictiveBackGestureEnabled": false,
-      "package": "com.athfan.aura",
+      "package": "com.kasat.aura",
       "permissions": [
         "android.permission.RECORD_AUDIO"
       ]
@@ -78,8 +81,16 @@
           "speechRecognitionPermission": "Allow AURA to turn your speech into chat text."
         }
       ],
+      [
+        "expo-image-picker",
+        {
+          "photosPermission": "AURA uses your photo library so you can select clothing photos for your wardrobe.",
+          "cameraPermission": "AURA uses your camera so you can add clothing items to your wardrobe."
+        }
+      ],
       "@react-native-google-signin/google-signin",
-      "expo-apple-authentication"
+      "expo-apple-authentication",
+      "expo-asset"
     ],
     "experiments": {
       "typedRoutes": true,
diff --git a/app/_layout.tsx b/app/_layout.tsx
index af9e8f0..ce6d94c 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -4,7 +4,6 @@ import { StatusBar } from "expo-status-bar";
 import { signOut } from "firebase/auth";
 import { useCallback, useEffect, useRef, useState } from "react";
 import { Platform, Pressable, StyleSheet, Text, View } from "react-native";
-import LottieView from "lottie-react-native";
 import Animated, {
   Easing,
   runOnJS,
@@ -22,6 +21,7 @@ import { useColorScheme } from "@/hooks/use-color-scheme";
 import { Colors } from "@/constants/theme";
 import { SafeAreaProvider } from "react-native-safe-area-context";
 import AuraRing, { RING_SIZE_LG } from "@/src/components/brand/AuraRing";
+import BrandedLoadingAnimation from "@/src/components/brand/BrandedLoadingAnimation";
 import { configureGoogleSignIn } from "@/src/auth/googleAuth";
 import { logDeviceSecurityContext } from "@/src/lib/security";
 import { auth } from "@/src/lib/firebase";
@@ -70,12 +70,7 @@ function BrandedLoadingScreen() {
         <Animated.Text style={[loadingStyles.message, messageStyle]}>
           {LOADING_MESSAGES[messageIndex]}
         </Animated.Text>
-        <LottieView
-          source={require("../assets/animations/loading.json")}
-          autoPlay={!reducedMotion}
-          loop={!reducedMotion}
-          style={loadingStyles.lottie}
-        />
+        <BrandedLoadingAnimation animated={!reducedMotion} style={loadingStyles.lottie} />
       </View>
     </View>
   );
diff --git a/modules/expo-vision-bg/package.json b/modules/expo-vision-bg/package.json
index b9a34b3..a514b41 100644
--- a/modules/expo-vision-bg/package.json
+++ b/modules/expo-vision-bg/package.json
@@ -6,9 +6,11 @@
   "types": "src/index.ts",
   "private": true,
   "license": "MIT",
+  "dependencies": {
+    "expo-modules-core": "*"
+  },
   "peerDependencies": {
     "expo": "*",
-    "expo-modules-core": "*",
     "react-native": "*"
   }
 }
diff --git a/package-lock.json b/package-lock.json
index b2bb141..81911ac 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -17,13 +17,14 @@
         "@react-native-voice/voice": "^3.2.4",
         "@react-navigation/bottom-tabs": "^7.4.0",
         "@react-navigation/elements": "^2.6.3",
-        "@react-navigation/native": "^7.1.26",
-        "@react-navigation/native-stack": "^7.9.0",
+        "@react-navigation/native": "^7.1.8",
+        "@react-navigation/native-stack": "^7.3.16",
         "@shopify/react-native-skia": "2.2.12",
         "@six33/react-native-bg-removal": "^1.3.4",
         "burnt": "^0.13.0",
-        "expo": "~54.0.30",
+        "expo": "~54.0.34",
         "expo-apple-authentication": "~8.0.8",
+        "expo-asset": "~12.0.13",
         "expo-audio": "~1.1.1",
         "expo-blur": "~15.0.8",
         "expo-build-properties": "~1.0.10",
@@ -32,13 +33,14 @@
         "expo-clipboard": "~8.0.8",
         "expo-constants": "~18.0.12",
         "expo-crypto": "~15.0.9",
+        "expo-file-system": "~19.0.22",
         "expo-font": "~14.0.10",
         "expo-haptics": "~15.0.8",
         "expo-image": "~3.0.11",
         "expo-image-manipulator": "~14.0.8",
-        "expo-image-picker": "~17.0.10",
+        "expo-image-picker": "~17.0.11",
         "expo-linear-gradient": "~15.0.8",
-        "expo-linking": "~8.0.11",
+        "expo-linking": "~8.0.12",
         "expo-location": "~19.0.8",
         "expo-media-library": "~18.2.1",
         "expo-router": "~6.0.21",
@@ -72,9 +74,11 @@
     "modules/expo-vision-bg": {
       "version": "0.0.1",
       "license": "MIT",
+      "dependencies": {
+        "expo-modules-core": "*"
+      },
       "peerDependencies": {
         "expo": "*",
-        "expo-modules-core": "*",
         "react-native": "*"
       }
     },
@@ -1772,177 +1776,6 @@
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
       }
     },
-    "node_modules/@expo/cli": {
-      "version": "54.0.23",
-      "resolved": "https://registry.npmjs.org/@expo/cli/-/cli-54.0.23.tgz",
-      "integrity": "sha512-km0h72SFfQCmVycH/JtPFTVy69w6Lx1cHNDmfLfQqgKFYeeHTjx7LVDP4POHCtNxFP2UeRazrygJhlh4zz498g==",
-      "license": "MIT",
-      "dependencies": {
-        "@0no-co/graphql.web": "^1.0.8",
-        "@expo/code-signing-certificates": "^0.0.6",
-        "@expo/config": "~12.0.13",
-        "@expo/config-plugins": "~54.0.4",
-        "@expo/devcert": "^1.2.1",
-        "@expo/env": "~2.0.8",
-        "@expo/image-utils": "^0.8.8",
-        "@expo/json-file": "^10.0.8",
-        "@expo/metro": "~54.2.0",
-        "@expo/metro-config": "~54.0.14",
-        "@expo/osascript": "^2.3.8",
-        "@expo/package-manager": "^1.9.10",
-        "@expo/plist": "^0.4.8",
-        "@expo/prebuild-config": "^54.0.8",
-        "@expo/schema-utils": "^0.1.8",
-        "@expo/spawn-async": "^1.7.2",
-        "@expo/ws-tunnel": "^1.0.1",
-        "@expo/xcpretty": "^4.3.0",
-        "@react-native/dev-middleware": "0.81.5",
-        "@urql/core": "^5.0.6",
-        "@urql/exchange-retry": "^1.3.0",
-        "accepts": "^1.3.8",
-        "arg": "^5.0.2",
-        "better-opn": "~3.0.2",
-        "bplist-creator": "0.1.0",
-        "bplist-parser": "^0.3.1",
-        "chalk": "^4.0.0",
-        "ci-info": "^3.3.0",
-        "compression": "^1.7.4",
-        "connect": "^3.7.0",
-        "debug": "^4.3.4",
-        "env-editor": "^0.4.1",
-        "expo-server": "^1.0.5",
-        "freeport-async": "^2.0.0",
-        "getenv": "^2.0.0",
-        "glob": "^13.0.0",
-        "lan-network": "^0.1.6",
-        "minimatch": "^9.0.0",
-        "node-forge": "^1.3.3",
-        "npm-package-arg": "^11.0.0",
-        "ora": "^3.4.0",
-        "picomatch": "^3.0.1",
-        "pretty-bytes": "^5.6.0",
-        "pretty-format": "^29.7.0",
-        "progress": "^2.0.3",
-        "prompts": "^2.3.2",
-        "qrcode-terminal": "0.11.0",
-        "require-from-string": "^2.0.2",
-        "requireg": "^0.2.2",
-        "resolve": "^1.22.2",
-        "resolve-from": "^5.0.0",
-        "resolve.exports": "^2.0.3",
-        "semver": "^7.6.0",
-        "send": "^0.19.0",
-        "slugify": "^1.3.4",
-        "source-map-support": "~0.5.21",
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-        "expo": "*",
-        "expo-router": "*",
-        "react-native": "*"
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-          "optional": true
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-        "react-native": {
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-      }
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-    "node_modules/@expo/cli/node_modules/ci-info": {
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-          "url": "https://github.com/sponsors/sibiraj-s"
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-      "license": "ISC",
-      "dependencies": {
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-      }
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-    "node_modules/@expo/cli/node_modules/picomatch": {
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-      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-3.0.2.tgz",
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-      },
-      "funding": {
-        "url": "https://github.com/sponsors/jonschlinkert"
-      }
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-    "node_modules/@expo/cli/node_modules/semver": {
-      "version": "7.7.4",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz",
-      "integrity": "sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==",
-      "license": "ISC",
-      "bin": {
-        "semver": "bin/semver.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/@expo/cli/node_modules/ws": {
-      "version": "8.20.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.20.0.tgz",
-      "integrity": "sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=10.0.0"
-      },
-      "peerDependencies": {
-        "bufferutil": "^4.0.1",
-        "utf-8-validate": ">=5.0.2"
-      },
-      "peerDependenciesMeta": {
-        "bufferutil": {
-          "optional": true
-        },
-        "utf-8-validate": {
-          "optional": true
-        }
-      }
-    },
     "node_modules/@expo/code-signing-certificates": {
       "version": "0.0.6",
       "resolved": "https://registry.npmjs.org/@expo/code-signing-certificates/-/code-signing-certificates-0.0.6.tgz",
@@ -2088,9 +1921,9 @@
       }
     },
     "node_modules/@expo/fingerprint": {
-      "version": "0.15.4",
-      "resolved": "https://registry.npmjs.org/@expo/fingerprint/-/fingerprint-0.15.4.tgz",
-      "integrity": "sha512-eYlxcrGdR2/j2M6pEDXo9zU9KXXF1vhP+V+Tl+lyY+bU8lnzrN6c637mz6Ye3em2ANy8hhUR03Raf8VsT9Ogng==",
+      "version": "0.15.5",
+      "resolved": "https://registry.npmjs.org/@expo/fingerprint/-/fingerprint-0.15.5.tgz",
+      "integrity": "sha512-mdVoAMcux1WlM6kd1RoWiHRNqKqS+J6mKmWQ/BKgeh937S/fcW58EE68O6nc4KDXtWi3PBeNHskOFcgyIuD4hw==",
       "license": "MIT",
       "dependencies": {
         "@expo/spawn-async": "^1.7.2",
@@ -2100,7 +1933,7 @@
         "getenv": "^2.0.0",
         "glob": "^13.0.0",
         "ignore": "^5.3.1",
-        "minimatch": "^9.0.0",
+        "minimatch": "^10.2.2",
         "p-limit": "^3.1.0",
         "resolve-from": "^5.0.0",
         "semver": "^7.6.0"
@@ -2109,25 +1942,37 @@
         "fingerprint": "bin/cli.js"
       }
     },
+    "node_modules/@expo/fingerprint/node_modules/balanced-match": {
+      "version": "4.0.4",
+      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-4.0.4.tgz",
+      "integrity": "sha512-BLrgEcRTwX2o6gGxGOCNyMvGSp35YofuYzw9h1IMTRmKqttAZZVU67bdb9Pr2vUHA8+j3i2tJfjO6C6+4myGTA==",
+      "license": "MIT",
+      "engines": {
+        "node": "18 || 20 || >=22"
+      }
+    },
     "node_modules/@expo/fingerprint/node_modules/brace-expansion": {
-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.1.0.tgz",
-      "integrity": "sha512-TN1kCZAgdgweJhWWpgKYrQaMNHcDULHkWwQIspdtjV4Y5aurRdZpjAqn6yX3FPqTA9ngHCc4hJxMAMgGfve85w==",
+      "version": "5.0.5",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-5.0.5.tgz",
+      "integrity": "sha512-VZznLgtwhn+Mact9tfiwx64fA9erHH/MCXEUfB/0bX/6Fz6ny5EGTXYltMocqg4xFAQZtnO3DHWWXi8RiuN7cQ==",
       "license": "MIT",
       "dependencies": {
-        "balanced-match": "^1.0.0"
+        "balanced-match": "^4.0.2"
+      },
+      "engines": {
+        "node": "18 || 20 || >=22"
       }
     },
     "node_modules/@expo/fingerprint/node_modules/minimatch": {
-      "version": "9.0.9",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.9.tgz",
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-      "license": "ISC",
+      "version": "10.2.5",
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+        "balanced-match": "^1.0.0"
+      }
+    },
+    "node_modules/expo/node_modules/ci-info": {
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+      "resolved": "https://registry.npmjs.org/ci-info/-/ci-info-3.9.0.tgz",
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+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/sibiraj-s"
+        }
+      ],
+      "license": "MIT",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/expo/node_modules/minimatch": {
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+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.9.tgz",
+      "integrity": "sha512-OBwBN9AL4dqmETlpS2zasx+vTeWclWzkblfZk7KTA5j3jeOONz/tRCnZomUyvNg83wL5Zv9Ss6HMJXAgL8R2Yg==",
+      "license": "ISC",
+      "dependencies": {
+        "brace-expansion": "^2.0.2"
+      },
+      "engines": {
+        "node": ">=16 || 14 >=14.17"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
+    },
+    "node_modules/expo/node_modules/picomatch": {
+      "version": "4.0.4",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.4.tgz",
+      "integrity": "sha512-QP88BAKvMam/3NxH6vj2o21R6MjxZUAd6nlwAS/pnGvN9IVLocLHxGYIzFhg6fUQ+5th6P4dv4eW9jX3DSIj7A==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
+    "node_modules/expo/node_modules/semver": {
+      "version": "7.7.4",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz",
+      "integrity": "sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==",
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/expo/node_modules/ws": {
+      "version": "8.20.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.20.0.tgz",
+      "integrity": "sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/exponential-backoff": {
       "version": "3.1.3",
       "resolved": "https://registry.npmjs.org/exponential-backoff/-/exponential-backoff-3.1.3.tgz",
@@ -10800,9 +10788,9 @@
       }
     },
     "node_modules/lan-network": {
-      "version": "0.1.7",
-      "resolved": "https://registry.npmjs.org/lan-network/-/lan-network-0.1.7.tgz",
-      "integrity": "sha512-mnIlAEMu4OyEvUNdzco9xpuB9YVcPkQec+QsgycBCtPZvEqWPCDPfbAE4OJMdBBWpZWtpCn1xw9jJYlwjWI5zQ==",
+      "version": "0.2.1",
+      "resolved": "https://registry.npmjs.org/lan-network/-/lan-network-0.2.1.tgz",
+      "integrity": "sha512-ONPnazC96VKDntab9j9JKwIWhZ4ZUceB4A9Epu4Ssg0hYFmtHZSeQ+n15nIwTFmcBUKtExOer8WTJ4GF9MO64A==",
       "license": "MIT",
       "bin": {
         "lan-network": "dist/lan-network-cli.js"
@@ -10868,9 +10856,9 @@
       "license": "MIT"
     },
     "node_modules/lightningcss": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss/-/lightningcss-1.31.1.tgz",
-      "integrity": "sha512-l51N2r93WmGUye3WuFoN5k10zyvrVs0qfKBhyC5ogUQ6Ew6JUSswh78mbSO+IU3nTWsyOArqPCcShdQSadghBQ==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss/-/lightningcss-1.32.0.tgz",
+      "integrity": "sha512-NXYBzinNrblfraPGyrbPoD19C1h9lfI/1mzgWYvXUTe414Gz/X1FD2XBZSZM7rRTrMA8JL3OtAaGifrIKhQ5yQ==",
       "license": "MPL-2.0",
       "dependencies": {
         "detect-libc": "^2.0.3"
@@ -10883,23 +10871,23 @@
         "url": "https://opencollective.com/parcel"
       },
       "optionalDependencies": {
-        "lightningcss-android-arm64": "1.31.1",
-        "lightningcss-darwin-arm64": "1.31.1",
-        "lightningcss-darwin-x64": "1.31.1",
-        "lightningcss-freebsd-x64": "1.31.1",
-        "lightningcss-linux-arm-gnueabihf": "1.31.1",
-        "lightningcss-linux-arm64-gnu": "1.31.1",
-        "lightningcss-linux-arm64-musl": "1.31.1",
-        "lightningcss-linux-x64-gnu": "1.31.1",
-        "lightningcss-linux-x64-musl": "1.31.1",
-        "lightningcss-win32-arm64-msvc": "1.31.1",
-        "lightningcss-win32-x64-msvc": "1.31.1"
+        "lightningcss-android-arm64": "1.32.0",
+        "lightningcss-darwin-arm64": "1.32.0",
+        "lightningcss-darwin-x64": "1.32.0",
+        "lightningcss-freebsd-x64": "1.32.0",
+        "lightningcss-linux-arm-gnueabihf": "1.32.0",
+        "lightningcss-linux-arm64-gnu": "1.32.0",
+        "lightningcss-linux-arm64-musl": "1.32.0",
+        "lightningcss-linux-x64-gnu": "1.32.0",
+        "lightningcss-linux-x64-musl": "1.32.0",
+        "lightningcss-win32-arm64-msvc": "1.32.0",
+        "lightningcss-win32-x64-msvc": "1.32.0"
       }
     },
     "node_modules/lightningcss-android-arm64": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-android-arm64/-/lightningcss-android-arm64-1.31.1.tgz",
-      "integrity": "sha512-HXJF3x8w9nQ4jbXRiNppBCqeZPIAfUo8zE/kOEGbW5NZvGc/K7nMxbhIr+YlFlHW5mpbg/YFPdbnCh1wAXCKFg==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-android-arm64/-/lightningcss-android-arm64-1.32.0.tgz",
+      "integrity": "sha512-YK7/ClTt4kAK0vo6w3X+Pnm0D2cf2vPHbhOXdoNti1Ga0al1P4TBZhwjATvjNwLEBCnKvjJc2jQgHXH0NEwlAg==",
       "cpu": [
         "arm64"
       ],
@@ -10917,9 +10905,9 @@
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     "node_modules/lightningcss-darwin-arm64": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-darwin-arm64/-/lightningcss-darwin-arm64-1.31.1.tgz",
-      "integrity": "sha512-02uTEqf3vIfNMq3h/z2cJfcOXnQ0GRwQrkmPafhueLb2h7mqEidiCzkE4gBMEH65abHRiQvhdcQ+aP0D0g67sg==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-darwin-arm64/-/lightningcss-darwin-arm64-1.32.0.tgz",
+      "integrity": "sha512-RzeG9Ju5bag2Bv1/lwlVJvBE3q6TtXskdZLLCyfg5pt+HLz9BqlICO7LZM7VHNTTn/5PRhHFBSjk5lc4cmscPQ==",
       "cpu": [
         "arm64"
       ],
@@ -10937,9 +10925,9 @@
       }
     },
     "node_modules/lightningcss-darwin-x64": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-darwin-x64/-/lightningcss-darwin-x64-1.31.1.tgz",
-      "integrity": "sha512-1ObhyoCY+tGxtsz1lSx5NXCj3nirk0Y0kB/g8B8DT+sSx4G9djitg9ejFnjb3gJNWo7qXH4DIy2SUHvpoFwfTA==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-darwin-x64/-/lightningcss-darwin-x64-1.32.0.tgz",
+      "integrity": "sha512-U+QsBp2m/s2wqpUYT/6wnlagdZbtZdndSmut/NJqlCcMLTWp5muCrID+K5UJ6jqD2BFshejCYXniPDbNh73V8w==",
       "cpu": [
         "x64"
       ],
@@ -10957,9 +10945,9 @@
       }
     },
     "node_modules/lightningcss-freebsd-x64": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-freebsd-x64/-/lightningcss-freebsd-x64-1.31.1.tgz",
-      "integrity": "sha512-1RINmQKAItO6ISxYgPwszQE1BrsVU5aB45ho6O42mu96UiZBxEXsuQ7cJW4zs4CEodPUioj/QrXW1r9pLUM74A==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-freebsd-x64/-/lightningcss-freebsd-x64-1.32.0.tgz",
+      "integrity": "sha512-JCTigedEksZk3tHTTthnMdVfGf61Fky8Ji2E4YjUTEQX14xiy/lTzXnu1vwiZe3bYe0q+SpsSH/CTeDXK6WHig==",
       "cpu": [
         "x64"
       ],
@@ -10977,9 +10965,9 @@
       }
     },
     "node_modules/lightningcss-linux-arm-gnueabihf": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm-gnueabihf/-/lightningcss-linux-arm-gnueabihf-1.31.1.tgz",
-      "integrity": "sha512-OOCm2//MZJ87CdDK62rZIu+aw9gBv4azMJuA8/KB74wmfS3lnC4yoPHm0uXZ/dvNNHmnZnB8XLAZzObeG0nS1g==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm-gnueabihf/-/lightningcss-linux-arm-gnueabihf-1.32.0.tgz",
+      "integrity": "sha512-x6rnnpRa2GL0zQOkt6rts3YDPzduLpWvwAF6EMhXFVZXD4tPrBkEFqzGowzCsIWsPjqSK+tyNEODUBXeeVHSkw==",
       "cpu": [
         "arm"
       ],
@@ -10997,12 +10985,15 @@
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     },
     "node_modules/lightningcss-linux-arm64-gnu": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-gnu/-/lightningcss-linux-arm64-gnu-1.31.1.tgz",
-      "integrity": "sha512-WKyLWztD71rTnou4xAD5kQT+982wvca7E6QoLpoawZ1gP9JM0GJj4Tp5jMUh9B3AitHbRZ2/H3W5xQmdEOUlLg==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-gnu/-/lightningcss-linux-arm64-gnu-1.32.0.tgz",
+      "integrity": "sha512-0nnMyoyOLRJXfbMOilaSRcLH3Jw5z9HDNGfT/gwCPgaDjnx0i8w7vBzFLFR1f6CMLKF8gVbebmkUN3fa/kQJpQ==",
       "cpu": [
         "arm64"
       ],
+      "libc": [
+        "glibc"
+      ],
       "license": "MPL-2.0",
       "optional": true,
       "os": [
@@ -11017,12 +11008,15 @@
       }
     },
     "node_modules/lightningcss-linux-arm64-musl": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-musl/-/lightningcss-linux-arm64-musl-1.31.1.tgz",
-      "integrity": "sha512-mVZ7Pg2zIbe3XlNbZJdjs86YViQFoJSpc41CbVmKBPiGmC4YrfeOyz65ms2qpAobVd7WQsbW4PdsSJEMymyIMg==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-musl/-/lightningcss-linux-arm64-musl-1.32.0.tgz",
+      "integrity": "sha512-UpQkoenr4UJEzgVIYpI80lDFvRmPVg6oqboNHfoH4CQIfNA+HOrZ7Mo7KZP02dC6LjghPQJeBsvXhJod/wnIBg==",
       "cpu": [
         "arm64"
       ],
+      "libc": [
+        "musl"
+      ],
       "license": "MPL-2.0",
       "optional": true,
       "os": [
@@ -11037,12 +11031,15 @@
       }
     },
     "node_modules/lightningcss-linux-x64-gnu": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-linux-x64-gnu/-/lightningcss-linux-x64-gnu-1.31.1.tgz",
-      "integrity": "sha512-xGlFWRMl+0KvUhgySdIaReQdB4FNudfUTARn7q0hh/V67PVGCs3ADFjw+6++kG1RNd0zdGRlEKa+T13/tQjPMA==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-x64-gnu/-/lightningcss-linux-x64-gnu-1.32.0.tgz",
+      "integrity": "sha512-V7Qr52IhZmdKPVr+Vtw8o+WLsQJYCTd8loIfpDaMRWGUZfBOYEJeyJIkqGIDMZPwPx24pUMfwSxxI8phr/MbOA==",
       "cpu": [
         "x64"
       ],
+      "libc": [
+        "glibc"
+      ],
       "license": "MPL-2.0",
       "optional": true,
       "os": [
@@ -11057,12 +11054,15 @@
       }
     },
     "node_modules/lightningcss-linux-x64-musl": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-linux-x64-musl/-/lightningcss-linux-x64-musl-1.31.1.tgz",
-      "integrity": "sha512-eowF8PrKHw9LpoZii5tdZwnBcYDxRw2rRCyvAXLi34iyeYfqCQNA9rmUM0ce62NlPhCvof1+9ivRaTY6pSKDaA==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-x64-musl/-/lightningcss-linux-x64-musl-1.32.0.tgz",
+      "integrity": "sha512-bYcLp+Vb0awsiXg/80uCRezCYHNg1/l3mt0gzHnWV9XP1W5sKa5/TCdGWaR/zBM2PeF/HbsQv/j2URNOiVuxWg==",
       "cpu": [
         "x64"
       ],
+      "libc": [
+        "musl"
+      ],
       "license": "MPL-2.0",
       "optional": true,
       "os": [
@@ -11077,9 +11077,9 @@
       }
     },
     "node_modules/lightningcss-win32-arm64-msvc": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-win32-arm64-msvc/-/lightningcss-win32-arm64-msvc-1.31.1.tgz",
-      "integrity": "sha512-aJReEbSEQzx1uBlQizAOBSjcmr9dCdL3XuC/6HLXAxmtErsj2ICo5yYggg1qOODQMtnjNQv2UHb9NpOuFtYe4w==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-win32-arm64-msvc/-/lightningcss-win32-arm64-msvc-1.32.0.tgz",
+      "integrity": "sha512-8SbC8BR40pS6baCM8sbtYDSwEVQd4JlFTOlaD3gWGHfThTcABnNDBda6eTZeqbofalIJhFx0qKzgHJmcPTnGdw==",
       "cpu": [
         "arm64"
       ],
@@ -11097,9 +11097,9 @@
       }
     },
     "node_modules/lightningcss-win32-x64-msvc": {
-      "version": "1.31.1",
-      "resolved": "https://registry.npmjs.org/lightningcss-win32-x64-msvc/-/lightningcss-win32-x64-msvc-1.31.1.tgz",
-      "integrity": "sha512-I9aiFrbd7oYHwlnQDqr1Roz+fTz61oDDJX7n9tYF9FJymH1cIN1DtKw3iYt6b8WZgEjoNwVSncwF4wx/ZedMhw==",
+      "version": "1.32.0",
+      "resolved": "https://registry.npmjs.org/lightningcss-win32-x64-msvc/-/lightningcss-win32-x64-msvc-1.32.0.tgz",
+      "integrity": "sha512-Amq9B/SoZYdDi1kFrojnoqPLxYhQ4Wo5XiL8EVJrVsB8ARoC1PWW6VGtT0WKCemjy8aC+louJnjS7U18x3b06Q==",
       "cpu": [
         "x64"
       ],
@@ -15946,9 +15946,9 @@
       }
     },
     "node_modules/wonka": {
-      "version": "6.3.5",
-      "resolved": "https://registry.npmjs.org/wonka/-/wonka-6.3.5.tgz",
-      "integrity": "sha512-SSil+ecw6B4/Dm7Pf2sAshKQ5hWFvfyGlfPbEd6A14dOH6VDjrmbY86u6nZvy9omGwwIPFR8V41+of1EezgoUw==",
+      "version": "6.3.6",
+      "resolved": "https://registry.npmjs.org/wonka/-/wonka-6.3.6.tgz",
+      "integrity": "sha512-MXH+6mDHAZ2GuMpgKS055FR6v0xVP3XwquxIMYXgiW+FejHQlMGlvVRZT4qMCxR+bEo/FCtIdKxwej9WV3YQag==",
       "license": "MIT"
     },
     "node_modules/word-wrap": {
diff --git a/package.json b/package.json
index 70735c6..ade55cc 100644
--- a/package.json
+++ b/package.json
@@ -19,13 +19,14 @@
     "@react-native-voice/voice": "^3.2.4",
     "@react-navigation/bottom-tabs": "^7.4.0",
     "@react-navigation/elements": "^2.6.3",
-    "@react-navigation/native": "^7.1.26",
-    "@react-navigation/native-stack": "^7.9.0",
+    "@react-navigation/native": "^7.1.8",
+    "@react-navigation/native-stack": "^7.3.16",
     "@shopify/react-native-skia": "2.2.12",
     "@six33/react-native-bg-removal": "^1.3.4",
     "burnt": "^0.13.0",
-    "expo": "~54.0.30",
+    "expo": "~54.0.34",
     "expo-apple-authentication": "~8.0.8",
+    "expo-asset": "~12.0.13",
     "expo-audio": "~1.1.1",
     "expo-blur": "~15.0.8",
     "expo-build-properties": "~1.0.10",
@@ -34,13 +35,14 @@
     "expo-clipboard": "~8.0.8",
     "expo-constants": "~18.0.12",
     "expo-crypto": "~15.0.9",
+    "expo-file-system": "~19.0.22",
     "expo-font": "~14.0.10",
     "expo-haptics": "~15.0.8",
     "expo-image": "~3.0.11",
     "expo-image-manipulator": "~14.0.8",
-    "expo-image-picker": "~17.0.10",
+    "expo-image-picker": "~17.0.11",
     "expo-linear-gradient": "~15.0.8",
-    "expo-linking": "~8.0.11",
+    "expo-linking": "~8.0.12",
     "expo-location": "~19.0.8",
     "expo-media-library": "~18.2.1",
     "expo-router": "~6.0.21",
@@ -74,6 +76,15 @@
   "expo": {
     "autolinking": {
       "nativeModulesDir": "modules"
+    },
+    "doctor": {
+      "reactNativeDirectoryCheck": {
+        "exclude": [
+          "@react-native-voice/voice",
+          "@six33/react-native-bg-removal",
+          "expo-vision-bg"
+        ]
+      }
     }
   }
 }
diff --git a/src/components/brand/BrandedLoadingAnimation.native.tsx b/src/components/brand/BrandedLoadingAnimation.native.tsx
new file mode 100644
index 0000000..e1bd9fe
--- /dev/null
+++ b/src/components/brand/BrandedLoadingAnimation.native.tsx
@@ -0,0 +1,22 @@
+import React from "react";
+import type { StyleProp, ViewStyle } from "react-native";
+import LottieView from "lottie-react-native";
+
+type BrandedLoadingAnimationProps = {
+  animated?: boolean;
+  style?: StyleProp<ViewStyle>;
+};
+
+export default function BrandedLoadingAnimation({
+  animated = true,
+  style,
+}: BrandedLoadingAnimationProps) {
+  return (
+    <LottieView
+      source={require("../../../assets/animations/loading.json")}
+      autoPlay={animated}
+      loop={animated}
+      style={style}
+    />
+  );
+}
diff --git a/src/components/brand/BrandedLoadingAnimation.tsx b/src/components/brand/BrandedLoadingAnimation.tsx
new file mode 100644
index 0000000..de00e63
--- /dev/null
+++ b/src/components/brand/BrandedLoadingAnimation.tsx
@@ -0,0 +1 @@
+export { default } from "./BrandedLoadingAnimation.web";
diff --git a/src/components/brand/BrandedLoadingAnimation.web.tsx b/src/components/brand/BrandedLoadingAnimation.web.tsx
new file mode 100644
index 0000000..1f39039
--- /dev/null
+++ b/src/components/brand/BrandedLoadingAnimation.web.tsx
@@ -0,0 +1,29 @@
+import React from "react";
+import { View, type StyleProp, type ViewStyle } from "react-native";
+
+import { Colors } from "@/constants/theme";
+
+type BrandedLoadingAnimationProps = {
+  animated?: boolean;
+  style?: StyleProp<ViewStyle>;
+};
+
+export default function BrandedLoadingAnimation({
+  style,
+}: BrandedLoadingAnimationProps) {
+  return (
+    <View
+      accessibilityElementsHidden
+      importantForAccessibility="no"
+      style={[
+        {
+          borderRadius: 999,
+          borderWidth: 1,
+          borderColor: Colors.dark.borderSoft,
+          backgroundColor: Colors.dark.surfaceMuted,
+        },
+        style,
+      ]}
+    />
+  );
+}

From ae1c60deb134e8cdc5e5d30ba106648f20877ddd Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 8 May 2026 17:13:12 -0500
Subject: [PATCH 84/93] feat(functions): harden AURA backend flows

---
 firestore.rules                               |  71 +++-
 functions/package-lock.json                   |   2 +-
 functions/package.json                        |   2 +-
 functions/src/affiliate/affiliateLinks.ts     | 100 +++++
 functions/src/askAura.ts                      | 183 ++++++--
 functions/src/askAuraStream.ts                | 225 +++++++---
 functions/src/deleteAccountData.ts            |  49 ++-
 functions/src/generateAuraSwipeBatch.ts       |  83 +++-
 functions/src/generateCleanedProductImages.ts |   5 +-
 functions/src/generateOutfitsV1.ts            | 127 +++++-
 functions/src/importProductLink.ts            |  16 +-
 functions/src/index.ts                        |   2 +
 functions/src/ingestItemFromPhotos.ts         | 172 +++++---
 functions/src/outfitChatV1.ts                 |  19 +-
 functions/src/previewProductLink.ts           |  19 +-
 functions/src/products/productCache.ts        |  73 ++++
 functions/src/products/productNormalizer.ts   | 171 ++++++++
 functions/src/products/productRanking.ts      | 146 +++++++
 functions/src/products/searchLiveProducts.ts  | 267 ++++++++++++
 functions/src/products/serpApiProvider.ts     | 150 +++++++
 functions/src/products/types.ts               |  67 +++
 functions/src/shared/auraConcreteLook.ts      | 400 ++++++++++++++++++
 .../src/shared/auraOutfitPhotoAnalysis.ts     |   2 +-
 functions/src/shared/auraPrompt.ts            | 169 +++++++-
 functions/src/shared/auraStreamAttachments.ts |  10 +-
 functions/src/shared/auraStreamRouting.ts     |   2 +
 .../src/shared/auraUrlCandidatePreview.ts     |  29 +-
 functions/src/shared/buildAuraContext.ts      |  76 ++++
 functions/src/shared/env.ts                   |  13 +
 functions/src/shared/loadAuraUserProfile.ts   |  14 +
 functions/src/shared/manualOutfitLook.ts      | 271 ++++++++++++
 functions/src/shared/outfitEngine.ts          |  55 ++-
 functions/src/shared/productLinkExtractor.ts  |  49 +--
 functions/src/shared/productUrlMetadata.ts    |   4 +-
 functions/src/shared/rateLimit.ts             | 102 +++++
 functions/src/shared/styling/colorEngine.ts   | 282 ++++++++++++
 functions/src/shared/styling/fitEngine.ts     | 212 ++++++++++
 .../src/shared/styling/styleIdentityEngine.ts | 273 ++++++++++++
 .../shared/styling/stylingScore.fixtures.ts   | 106 +++++
 functions/src/shared/styling/stylingScore.ts  | 149 +++++++
 functions/src/shared/styling/types.ts         | 228 ++++++++++
 functions/src/transcribeAuraAudio.ts          |  31 +-
 storage.rules                                 |   3 +-
 43 files changed, 4135 insertions(+), 294 deletions(-)
 create mode 100644 functions/src/affiliate/affiliateLinks.ts
 create mode 100644 functions/src/products/productCache.ts
 create mode 100644 functions/src/products/productNormalizer.ts
 create mode 100644 functions/src/products/productRanking.ts
 create mode 100644 functions/src/products/searchLiveProducts.ts
 create mode 100644 functions/src/products/serpApiProvider.ts
 create mode 100644 functions/src/products/types.ts
 create mode 100644 functions/src/shared/auraConcreteLook.ts
 create mode 100644 functions/src/shared/env.ts
 create mode 100644 functions/src/shared/manualOutfitLook.ts
 create mode 100644 functions/src/shared/rateLimit.ts
 create mode 100644 functions/src/shared/styling/colorEngine.ts
 create mode 100644 functions/src/shared/styling/fitEngine.ts
 create mode 100644 functions/src/shared/styling/styleIdentityEngine.ts
 create mode 100644 functions/src/shared/styling/stylingScore.fixtures.ts
 create mode 100644 functions/src/shared/styling/stylingScore.ts
 create mode 100644 functions/src/shared/styling/types.ts

diff --git a/firestore.rules b/firestore.rules
index 7fd9113..fec10ec 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -39,7 +39,7 @@ service cloud.firestore {
     }
 
     function validDraftState(state) {
-      return state in ["draft", "photo_uploaded", "ingesting", "ready", "failed", "cancelled"];
+      return state in ["draft", "awaiting_confirmation", "photo_uploaded", "ingesting", "ready", "failed", "cancelled"];
     }
 
     function validOptionalString(value) {
@@ -58,6 +58,18 @@ service cloud.firestore {
       return value == null || value is map;
     }
 
+    function validUserRootDoc(data, uid) {
+      return data is map
+        && data.size() <= 80
+        && noForeignUidField(data, uid)
+        && (!("email" in data) || validOptionalString(data.email))
+        && (!("displayName" in data) || validOptionalString(data.displayName))
+        && (!("name" in data) || validOptionalString(data.name))
+        && (!("photoURL" in data) || validOptionalString(data.photoURL))
+        && (!("profilePreferences" in data) || data.profilePreferences is map)
+        && (!("updatedAt" in data) || data.updatedAt is number || data.updatedAt is timestamp);
+    }
+
     function validCrop(value) {
       return value == null || (
         value is map
@@ -204,18 +216,43 @@ service cloud.firestore {
 
     function validAiChatMessageDoc(data, uid) {
       return data is map
+        && data.size() <= 50
         && data.keys().hasAll(["type", "createdAt"])
         && data.type in ["user", "assistant", "outfit", "system/action"]
         && data.createdAt is number
         && (!("kind" in data) || validOptionalString(data.kind))
-        && (!("text" in data) || validOptionalString(data.text))
-        && (!("attachments" in data) || data.attachments is list)
+        && (!("text" in data) || data.text == null || (data.text is string && data.text.size() <= 12000))
+        && (!("attachments" in data) || (data.attachments is list && data.attachments.size() <= 12))
         && (!("streaming" in data) || data.streaming is bool)
-        && (!("outfits" in data) || data.outfits is list)
+        && (!("outfits" in data) || (data.outfits is list && data.outfits.size() <= 12))
         && (!("aura" in data) || data.aura is map)
         && noForeignUidField(data, uid);
     }
 
+    function validOwnedSmallDoc(data, uid) {
+      return data is map
+        && data.size() <= 80
+        && noForeignUidField(data, uid)
+        && (!("createdAt" in data) || data.createdAt is number || data.createdAt is timestamp)
+        && (!("updatedAt" in data) || data.updatedAt is number || data.updatedAt is timestamp);
+    }
+
+    function validCommerceEventDoc(data, uid) {
+      return data is map
+        && data.size() <= 40
+        && noForeignUidField(data, uid)
+        && (!("userId" in data) || data.userId == uid)
+        && (!("type" in data) || data.type is string)
+        && (!("eventName" in data) || data.eventName is string)
+        && (!("suggestionId" in data) || validOptionalString(data.suggestionId))
+        && (!("itemType" in data) || validOptionalString(data.itemType))
+        && (!("category" in data) || validOptionalString(data.category))
+        && (!("sourceScreen" in data) || validOptionalString(data.sourceScreen))
+        && (!("merchant" in data) || validOptionalString(data.merchant))
+        && (!("timestamp" in data) || data.timestamp is number)
+        && (!("createdAt" in data) || data.createdAt is number || data.createdAt is timestamp);
+    }
+
     function validStyleEventDoc(data, uid) {
       return data is map
         && data.size() <= 50
@@ -253,7 +290,9 @@ service cloud.firestore {
     }
 
     match /users/{uid} {
-      allow read, write: if isOwner(uid);
+      allow read: if isOwner(uid);
+      allow create, update: if isOwner(uid) && validUserRootDoc(request.resource.data, uid);
+      allow delete: if false;
 
       match /items/{itemId} {
         allow read: if isOwner(uid);
@@ -282,7 +321,9 @@ service cloud.firestore {
       }
 
       match /ai/{docId} {
-        allow read, write: if isOwner(uid);
+        allow read: if isOwner(uid);
+        allow create, update: if isOwner(uid) && validOwnedSmallDoc(request.resource.data, uid);
+        allow delete: if isOwner(uid);
       }
 
       match /assistantProfile/{docId} {
@@ -325,15 +366,27 @@ service cloud.firestore {
       }
 
       match /auraLooks/{lookId} {
-        allow read, write: if isOwner(uid);
+        allow read: if isOwner(uid);
+        allow create, update: if isOwner(uid) && validOwnedSmallDoc(request.resource.data, uid);
+        allow delete: if isOwner(uid);
       }
 
       match /savedOutfits/{lookId} {
-        allow read, write: if isOwner(uid);
+        allow read: if isOwner(uid);
+        allow create, update: if isOwner(uid) && validOwnedSmallDoc(request.resource.data, uid);
+        allow delete: if isOwner(uid);
       }
 
       match /outfitFeedback/{feedbackId} {
-        allow read, write: if isOwner(uid);
+        allow read: if isOwner(uid);
+        allow create, update: if isOwner(uid) && validOwnedSmallDoc(request.resource.data, uid);
+        allow delete: if isOwner(uid);
+      }
+
+      match /commerceEvents/{eventId} {
+        allow read: if isOwner(uid);
+        allow create: if isOwner(uid) && validCommerceEventDoc(request.resource.data, uid);
+        allow update, delete: if false;
       }
     }
 
diff --git a/functions/package-lock.json b/functions/package-lock.json
index 57be01d..4cd7180 100644
--- a/functions/package-lock.json
+++ b/functions/package-lock.json
@@ -24,7 +24,7 @@
         "typescript": "^5.7.3"
       },
       "engines": {
-        "node": "24"
+        "node": "22"
       }
     },
     "node_modules/@babel/code-frame": {
diff --git a/functions/package.json b/functions/package.json
index bcc25eb..e9ab6ca 100644
--- a/functions/package.json
+++ b/functions/package.json
@@ -11,7 +11,7 @@
     "logs": "firebase functions:log"
   },
   "engines": {
-    "node": "24"
+    "node": "22"
   },
   "main": "lib/index.js",
   "dependencies": {
diff --git a/functions/src/affiliate/affiliateLinks.ts b/functions/src/affiliate/affiliateLinks.ts
new file mode 100644
index 0000000..0bcdca0
--- /dev/null
+++ b/functions/src/affiliate/affiliateLinks.ts
@@ -0,0 +1,100 @@
+import { HttpsError, onCall } from "firebase-functions/v2/https";
+import { logger } from "firebase-functions/v2";
+
+type BuildAffiliateUrlOptions = {
+  customId?: string | null;
+};
+
+const NON_MERCHANT_HOST_RE =
+  /(^|\.)((google|googleadservices|gstatic|serpapi|skimresources)\.com|google\.[a-z.]+)$/i;
+
+function normalizedHttpUrl(productUrl: string) {
+  try {
+    const url = new URL(productUrl);
+    if (url.protocol !== "https:" && url.protocol !== "http:") {
+      throw new Error("unsupported_protocol");
+    }
+    return url.toString();
+  } catch {
+    throw new HttpsError("invalid-argument", "A valid product URL is required.");
+  }
+}
+
+export function isDirectMerchantUrl(productUrl: string) {
+  try {
+    const url = new URL(productUrl);
+    if (url.protocol !== "https:" && url.protocol !== "http:") return false;
+    const host = url.hostname.replace(/^www\d*\./i, "").toLowerCase();
+    if (!host || NON_MERCHANT_HOST_RE.test(host)) return false;
+    return true;
+  } catch {
+    return false;
+  }
+}
+
+function cleanCustomId(customId?: string | null) {
+  return String(customId ?? "")
+    .trim()
+    .replace(/[^a-zA-Z0-9_.:-]+/g, "-")
+    .slice(0, 80);
+}
+
+export function buildAffiliateUrl(
+  productUrl: string,
+  options: BuildAffiliateUrlOptions = {},
+) {
+  const safeProductUrl = normalizedHttpUrl(productUrl);
+  const parsedProductUrl = new URL(safeProductUrl);
+  if (/skimresources\.com$/i.test(parsedProductUrl.hostname)) {
+    return safeProductUrl;
+  }
+  if (!isDirectMerchantUrl(safeProductUrl)) {
+    return safeProductUrl;
+  }
+
+  const skimlinksId = String(process.env.SKIMLINKS_ID ?? "").trim();
+  if (!skimlinksId) {
+    logger.warn("[AFFILIATE_LINKS] SKIMLINKS_ID missing; returning product URL.");
+    return safeProductUrl;
+  }
+
+  const affiliateUrl = new URL("https://go.skimresources.com/");
+  affiliateUrl.searchParams.set("id", skimlinksId);
+  affiliateUrl.searchParams.set("xs", "1");
+  affiliateUrl.searchParams.set("url", safeProductUrl);
+  const customId = cleanCustomId(options.customId);
+  if (customId) affiliateUrl.searchParams.set("xcust", customId);
+  return affiliateUrl.toString();
+}
+
+export const wrapAffiliateLinks = onCall(async (request) => {
+  const uid = request.auth?.uid;
+  if (!uid) {
+    throw new HttpsError("unauthenticated", "Please sign in first.");
+  }
+
+  const urls: unknown[] = Array.isArray(request.data?.productUrls)
+    ? request.data.productUrls
+    : [request.data?.productUrl];
+  const productUrls = urls
+    .map((value: unknown) => String(value ?? "").trim())
+    .filter(Boolean)
+    .slice(0, 10);
+
+  if (!productUrls.length) {
+    throw new HttpsError("invalid-argument", "At least one product URL is required.");
+  }
+
+  return {
+    ok: true,
+    links: productUrls.map((productUrl: string, index: number) => {
+      const safeProductUrl = normalizedHttpUrl(productUrl);
+      return {
+        productUrl: safeProductUrl,
+        affiliateUrl: buildAffiliateUrl(safeProductUrl, {
+          customId: `${uid}:${index}`,
+        }),
+      };
+    }),
+  };
+});
diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index 291a165..23961b1 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -28,7 +28,20 @@ import {
   ProductLinkError,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
+import { requireOpenAiApiKey } from "./shared/env";
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
 import { redactUrlForLogs, validateSafeUrlForFetch } from "./shared/safeFetch";
+import { buildManualOutfitLookFromPrompt } from "./shared/manualOutfitLook";
+import { buildConcreteOutfitLook } from "./shared/auraConcreteLook";
+import { scoreLookStylingFromPieces } from "./shared/styling/stylingScore";
+import type {
+  StylingItem,
+  StylingScoreResult,
+} from "./shared/styling/types";
 
 const db = getFirestore();
 const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
@@ -90,6 +103,7 @@ type AuraResponse = {
     stylingNote: string;
     personalizationLabel?: string;
     personalizationNote?: string;
+    stylingIntelligence?: StylingScoreResult | null;
     pieces: {
       role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
       itemName: string;
@@ -111,6 +125,7 @@ type AuraResponse = {
     stylingNote: string;
     personalizationLabel?: string;
     personalizationNote?: string;
+    stylingIntelligence?: StylingScoreResult | null;
     pieces: {
       role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
       itemName: string;
@@ -127,6 +142,7 @@ type AuraResponse = {
   }[];
   candidates?: AuraCandidateItem[];
   candidateItems?: AuraCandidateItem[];
+  stylingIntelligence?: StylingScoreResult | null;
   laundryAction?: {
     targetStatus: "clean" | "needs_wash" | "in_laundry";
     matches: { itemId: string; label: string; subtitle?: string }[];
@@ -377,9 +393,20 @@ function fallbackPersonalization(
   return {label: "", note: ""};
 }
 
+function stylingItemsFromRecords(
+  items?: (Record<string, unknown> & { id: string })[] | null,
+): StylingItem[] {
+  return (items ?? []).map((item) => ({
+    ...(item as StylingItem),
+    id: item.id,
+    source: "closet",
+  }));
+}
+
 function normalizeLookSurface(
   look: NonNullable<AuraResponse["look"]>,
   auraContext?: {
+    occasion?: string | null;
     wardrobe?: {
       footwear?: Record<string, string>[];
     };
@@ -400,7 +427,9 @@ function normalizeLookSurface(
         vibeForThisSession?: string;
       } | null;
     } | null;
-  }
+  },
+  closetItems?: StylingItem[],
+  userMessage?: string,
 ) {
   if (look.stylingNote) {
     look.stylingNote = shortenLookReply(look.stylingNote);
@@ -449,6 +478,22 @@ function normalizeLookSurface(
     cleanPersonalizationText(String(look.personalizationNote ?? ""), 150) ||
     personalization.note;
 
+  const stylingIntelligence = scoreLookStylingFromPieces(
+    look.pieces,
+    closetItems ?? [],
+    {
+      requestText: userMessage,
+      occasion:
+        auraContext?.occasion ??
+        auraContext?.preferenceContext?.session?.currentOccasion ??
+        null,
+      vibe: look.vibe,
+    },
+  );
+  if (stylingIntelligence) {
+    look.stylingIntelligence = stylingIntelligence;
+  }
+
   return {
     ownedPieces: look.fromCloset,
     recommendedAdditions: look.addToComplete,
@@ -459,6 +504,7 @@ function normalizeAuraResponse(
   response: AuraResponse,
   userMessage?: string,
   auraContext?: {
+    occasion?: string | null;
     wardrobe?: {
       footwear?: Record<string, string>[];
     };
@@ -491,20 +537,62 @@ function normalizeAuraResponse(
         vibeForThisSession?: string;
       } | null;
     } | null;
-  }
+  },
+  closetRecords?: (Record<string, unknown> & { id: string })[] | null,
 ) {
   const multiRequested = wantsMultipleLooks(userMessage ?? "");
+  const closetItems = stylingItemsFromRecords(closetRecords);
+  if (!response.look && !response.lookOptions?.length && closetRecords?.length) {
+    const manualLook = buildManualOutfitLookFromPrompt(
+      userMessage ?? "",
+      closetRecords,
+      response,
+    );
+    if (manualLook) {
+      response.presentation = "card";
+      response.title = response.title?.trim() && response.title !== "AURA"
+        ? response.title
+        : "Outfit edit";
+      response.look = manualLook;
+      response.outfitItems = manualLook.fromCloset;
+      response.ownedPieces = manualLook.fromCloset;
+      response.recommendedAdditions = manualLook.addToComplete;
+    }
+  }
+  if (!response.look && !response.lookOptions?.length && closetRecords?.length) {
+    const concreteLook = buildConcreteOutfitLook({
+      userMessage,
+      response,
+      closetRecords,
+    });
+    if (concreteLook) {
+      response.presentation = "card";
+      response.title = response.title?.trim() && response.title !== "AURA"
+        ? response.title
+        : "Outfit option";
+      response.reply = concreteLook.reply;
+      response.look = concreteLook.look;
+      response.outfitItems = concreteLook.look.fromCloset;
+      response.ownedPieces = concreteLook.look.fromCloset;
+      response.recommendedAdditions = concreteLook.look.addToComplete;
+    }
+  }
   if (response.lookOptions?.length) {
     response.lookOptions = response.lookOptions.slice(0, 3);
   }
 
   if (response.look || response.lookOptions?.length) {
-    response.reply = shortenLookReply(response.reply);
+    response.reply = /:\n/.test(response.reply) ? response.reply.trim() : shortenLookReply(response.reply);
     response.reason = "";
   }
 
   if (response.look) {
-    const normalized = normalizeLookSurface(response.look, auraContext);
+    const normalized = normalizeLookSurface(
+      response.look,
+      auraContext,
+      closetItems,
+      userMessage,
+    );
     response.ownedPieces = normalized.ownedPieces;
     response.recommendedAdditions = normalized.recommendedAdditions;
 
@@ -530,7 +618,7 @@ function normalizeAuraResponse(
   }
   if (response.lookOptions?.length) {
     response.lookOptions = response.lookOptions.map((look) => {
-      normalizeLookSurface(look, auraContext);
+      normalizeLookSurface(look, auraContext, closetItems, userMessage);
       return look;
     });
   }
@@ -552,6 +640,11 @@ function normalizeAuraResponse(
     });
   }
 
+  response.stylingIntelligence =
+    response.look?.stylingIntelligence ??
+    response.lookOptions?.[0]?.stylingIntelligence ??
+    null;
+
   const gapContext = auraContext?.wardrobeGaps;
   const derivedMissing = uniqueTrimmed([
     ...(response.missingPieces ?? []),
@@ -613,8 +706,8 @@ async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAt
     const storagePath = String(candidate.storagePath ?? "").trim() || null;
     if (storagePath && !storagePath.startsWith(`users/${uid}/auraAttachments/`)) {
       logger.warn("[AURA_ATTACHMENTS] rejected foreign image attachment", {
-        uid,
-        storagePath,
+        uidHash: redactUid(uid),
+        hasStoragePath: !!storagePath,
       });
       continue;
     }
@@ -622,18 +715,17 @@ async function parseAuraAttachments(uid: string, input: unknown): Promise<AuraAt
       await validateSafeUrlForFetch(uri);
     } catch (error) {
       logger.warn("[AURA_ATTACHMENTS] rejected unsafe image attachment URL", {
-        uid,
+        uidHash: redactUid(uid),
         uri: redactUrlForLogs(uri),
         reason: error instanceof Error ? error.message : String(error),
       });
       continue;
     }
     logger.info("[AURA_ATTACHMENTS] accepted image attachment", {
-      uid,
+      uidHash: redactUid(uid),
       kind: "image",
       mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
       hasStoragePath: !!storagePath,
-      storagePath,
       hasDownloadURL: /^https?:\/\//i.test(uri),
       uriHost: safeUrlHost(uri),
       validatedMediaSource: storagePath ? "owned_storage_download_url" : "validated_remote_url",
@@ -754,7 +846,7 @@ function logCallableCandidatePayload(
   const payload = { ok: true, data };
   const serialized = JSON.stringify(payload);
   logger.info("[AURA_CANDIDATE_BACKEND] callable final candidate payload", {
-    uid,
+    uidHash: redactUid(uid),
     source,
     dataKeys: Object.keys(data),
     payloadKeys: Object.keys(payload),
@@ -762,7 +854,6 @@ function logCallableCandidatePayload(
     candidatesCount: data.candidates.length,
     presentation: data.presentation,
     serializedLength: serialized.length,
-    serializedPreview: serialized.slice(0, 1200),
   });
 }
 
@@ -780,6 +871,7 @@ export const askAura = onCall(
     if (!uid) {
       throw new HttpsError("unauthenticated", "User must be signed in.");
     }
+    await assertFunctionRateLimit(uid, "auraChat", RATE_LIMITS.auraChat);
 
     const userMessage = sanitizeUserInput(String(request.data?.message || ""));
     const styleCoreNote = styleCoreNoteFromClientContext(request.data?.clientContext);
@@ -787,8 +879,9 @@ export const askAura = onCall(
     const clientIntent = typeof request.data?.clientIntent === "string" ? request.data.clientIntent : null;
     const linkIntent = classifyAuraLinkIntent(userMessage);
     const detectedUrls = extractUrlsFromText(userMessage);
+    const uidHash = redactUid(uid);
     logger.info("[AURA_SEND] callable request received", {
-      uid,
+      uidHash,
       hasMessage: !!userMessage,
       linkIntent,
       clientIntent,
@@ -800,7 +893,7 @@ export const askAura = onCall(
         role: attachment.role ?? null,
         groupId: attachment.groupId ?? null,
         mimeType: attachment.mimeType ?? null,
-        storagePath: attachment.storagePath ?? null,
+        hasStoragePath: !!attachment.storagePath,
         width: attachment.width ?? null,
         height: attachment.height ?? null,
         hasUri: !!attachment.uri,
@@ -831,12 +924,12 @@ export const askAura = onCall(
     }
 
     const client = new OpenAI({
-      apiKey: process.env.OPENAI_API_KEY,
+      apiKey: requireOpenAiApiKey(),
     });
     const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, clientIntent);
     const shouldAnalyzeOutfitPhoto = isOutfitPhotoRequest({ clientIntent, userMessage, attachments });
     logger.info("[AURA_INTENT] callable selected intent", {
-      uid,
+      uidHash,
       selectedIntent: shouldAnalyzeOutfitPhoto
         ? "outfit_photo_analysis"
         : imageCandidateGroups.length > 0
@@ -852,13 +945,13 @@ export const askAura = onCall(
 
     if (shouldAnalyzeOutfitPhoto) {
       logger.info("[AURA_OUTFIT_PHOTO] callable outfit analysis intent classified", {
-        uid,
+        uidHash,
         clientIntent,
         attachmentCount: attachments.length,
         attachments: attachments.map((attachment) => ({
           type: attachment.type,
           mimeType: attachment.mimeType ?? null,
-          storagePath: attachment.storagePath ?? null,
+          hasStoragePath: !!attachment.storagePath,
           uriHost: safeUrlHost(attachment.uri),
           width: attachment.width ?? null,
           height: attachment.height ?? null,
@@ -869,7 +962,7 @@ export const askAura = onCall(
         return { ok: true, data };
       } catch (error) {
         logger.error("[AURA_OUTFIT_PHOTO] callable vision analysis failed", {
-          uid,
+          uidHash,
           clientIntent,
           attachmentCount: attachments.length,
           error: safeAuraVisionError(error),
@@ -883,7 +976,7 @@ export const askAura = onCall(
 
     if (imageCandidateGroups.length > 0) {
       logger.info("[AURA_CANDIDATE] image add intent classified", {
-        uid,
+        uidHash,
         candidateCount: imageCandidateGroups.length,
       });
       try {
@@ -893,21 +986,21 @@ export const askAura = onCall(
         });
         if (!candidates.length) {
           logger.warn("[AURA_CANDIDATE_BACKEND] callable image extraction returned no candidates; using fallback", {
-            uid,
+            uidHash,
             groupCount: imageCandidateGroups.length,
           });
           candidates = fallbackImageCandidates(imageCandidateGroups);
         }
         logger.info("[AURA_CANDIDATE] callable image preview response", {
-          uid,
+          uidHash,
           candidateCount: candidates.length,
-          candidateIds: candidates.map((candidate) => candidate.candidateId),
+          candidateIdsCount: candidates.length,
         });
         const data = candidatePreviewResponse(candidates);
         logger.info("[AURA_CANDIDATE_BACKEND] callable raw image candidate object", {
-          uid,
+          uidHash,
           keys: Object.keys(data),
-          candidateItems: data.candidateItems,
+          candidateItemsCount: data.candidateItems.length,
         });
         logCallableCandidatePayload(uid, "image", data);
         return {
@@ -916,8 +1009,8 @@ export const askAura = onCall(
         };
       } catch (error) {
         logger.error("[AURA_LINK_ERROR] image candidate extraction failed", {
-          uid,
-          error,
+          uidHash,
+          error: error instanceof Error ? error.message : String(error),
         });
         return {
           ok: true,
@@ -936,7 +1029,7 @@ export const askAura = onCall(
         throw new HttpsError("invalid-argument", "A product link is required.");
       }
       logger.info("[AURA_LINK] add intent classified", {
-        uid,
+        uidHash,
         linkIntent,
         urlCount: detectedUrls.length,
       });
@@ -947,15 +1040,15 @@ export const askAura = onCall(
           extractions.push(await rankProductExtractionImages({ client, extraction }));
         }
         logger.info("[AURA_CANDIDATE] callable link preview response", {
-          uid,
+          uidHash,
           candidateCount: extractions.length,
           domains: extractions.map((extraction) => extraction.metadata.domain),
         });
         const data = candidatePreviewResponse(candidatesFromProductExtractions(extractions));
         logger.info("[AURA_CANDIDATE_BACKEND] callable raw link candidate object", {
-          uid,
+          uidHash,
           keys: Object.keys(data),
-          candidateItems: data.candidateItems,
+          candidateItemsCount: data.candidateItems.length,
         });
         logCallableCandidatePayload(uid, "link", data);
         return {
@@ -964,9 +1057,9 @@ export const askAura = onCall(
         };
       } catch (error) {
         logger.error("[AURA_LINK_ERROR] add from link failed", {
-          uid,
+          uidHash,
           linkIntent,
-          error,
+          error: error instanceof Error ? error.message : String(error),
         });
         return {
           ok: true,
@@ -1013,7 +1106,7 @@ export const askAura = onCall(
     let linkProductContext = "No product links.";
     if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
       logger.info("[AURA_LINK] analyze intent classified", {
-        uid,
+        uidHash,
         urlCount: detectedUrls.length,
       });
       try {
@@ -1024,8 +1117,8 @@ export const askAura = onCall(
         linkProductContext = productContextText(products);
       } catch (error) {
         logger.error("[AURA_LINK_ERROR] analyze link extraction failed", {
-          uid,
-          error,
+          uidHash,
+          error: error instanceof Error ? error.message : String(error),
         });
         linkProductContext = auraLinkErrorMessage(error);
       }
@@ -1253,7 +1346,7 @@ export const askAura = onCall(
         parsed = fallbackAuraResponse(raw);
       }
       logger.info("[AURA_MULTI] structured response parsed", {
-        uid,
+        uidHash,
         multiRequested: wantsMultipleLooks(userMessage),
         requestedCount: parseRequestedLookCount(userMessage),
         rawPresentation: parsed.presentation,
@@ -1262,9 +1355,9 @@ export const askAura = onCall(
         rawOwnedPiecesCount: parsed.ownedPieces?.length ?? 0,
         rawOutfitItemsCount: parsed.outfitItems?.length ?? 0,
       });
-      const normalized = normalizeAuraResponse(parsed, userMessage, auraContext);
+      const normalized = normalizeAuraResponse(parsed, userMessage, auraContext, items);
       logger.info("[AURA_MULTI] structured response normalized", {
-        uid,
+        uidHash,
         multiRequested: wantsMultipleLooks(userMessage),
         normalizedPresentation: normalized.presentation,
         normalizedHasLook: !!normalized.look,
@@ -1274,7 +1367,7 @@ export const askAura = onCall(
         upgradeSuggestionsCount: normalized.upgradeSuggestions?.length ?? 0,
       });
       logger.info("[AURA_RESPONSE_FINAL] callable final response", {
-        uid,
+        uidHash,
         presentation: normalized.presentation,
         hasLook: !!normalized.look,
         lookOptionsCount: normalized.lookOptions?.length ?? 0,
@@ -1283,17 +1376,17 @@ export const askAura = onCall(
         missingPiecesCount: normalized.missingPieces?.length ?? 0,
         upgradeSuggestionsCount: normalized.upgradeSuggestions?.length ?? 0,
         outfitItemsCount: normalized.outfitItems?.length ?? 0,
-        title: normalized.title,
-        replyPreview: String(normalized.reply ?? "").slice(0, 160),
+        titleLength: String(normalized.title ?? "").length,
+        replyLength: String(normalized.reply ?? "").length,
       });
 
       return { ok: true, data: normalized };
     } catch (error) {
       logger.error("[AURA_ERROR] askAura failed", {
-        uid,
-        message: userMessage,
+        uidHash,
+        messageLength: userMessage.length,
         attachmentCount: attachments.length,
-        error,
+        error: error instanceof Error ? error.message : String(error),
       });
       throw new HttpsError("internal", "Aura could not respond right now.");
     }
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index c1af056..4ec226d 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -1,7 +1,7 @@
 import { getAuth } from "firebase-admin/auth";
 import { getFirestore } from "firebase-admin/firestore";
 import { logger } from "firebase-functions/v2";
-import { onRequest } from "firebase-functions/v2/https";
+import { HttpsError, onRequest } from "firebase-functions/v2/https";
 import OpenAI from "openai";
 
 import { AURA_INSTRUCTIONS, AURA_STREAM_INSTRUCTIONS } from "./shared/auraPrompt";
@@ -30,6 +30,7 @@ import {
   ProductLinkError,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
+import { requireOpenAiApiKey } from "./shared/env";
 import {
   attachmentContextText,
   buildAuraVisionImageInputs,
@@ -57,6 +58,19 @@ import {
   isHmProductUrl,
   type AuraLinkPreview,
 } from "./shared/auraUrlCandidatePreview";
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  isRateLimitError,
+  redactUid,
+} from "./shared/rateLimit";
+import { buildManualOutfitLookFromPrompt } from "./shared/manualOutfitLook";
+import { buildConcreteOutfitLook } from "./shared/auraConcreteLook";
+import { scoreLookStylingFromPieces } from "./shared/styling/stylingScore";
+import type {
+  StylingItem,
+  StylingScoreResult,
+} from "./shared/styling/types";
 
 const db = getFirestore();
 const AURA_BACKEND_VERSION = "candidate-preview-url-v9-zara-product-api";
@@ -182,6 +196,7 @@ type AuraResponse = {
     stylingNote: string;
     personalizationLabel?: string;
     personalizationNote?: string;
+    stylingIntelligence?: StylingScoreResult | null;
     pieces: {
       role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
       itemName: string;
@@ -203,6 +218,7 @@ type AuraResponse = {
     stylingNote: string;
     personalizationLabel?: string;
     personalizationNote?: string;
+    stylingIntelligence?: StylingScoreResult | null;
     pieces: {
       role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
       itemName: string;
@@ -219,6 +235,7 @@ type AuraResponse = {
   }[];
   candidates?: AuraCandidateItem[];
   candidateItems?: AuraCandidateItem[];
+  stylingIntelligence?: StylingScoreResult | null;
   laundryAction?: {
     targetStatus: "clean" | "needs_wash" | "in_laundry";
     matches: { itemId: string; label: string; subtitle?: string }[];
@@ -366,9 +383,20 @@ function fallbackPersonalization(
   return {label: "", note: ""};
 }
 
+function stylingItemsFromRecords(
+  items?: (Record<string, unknown> & { id: string })[] | null,
+): StylingItem[] {
+  return (items ?? []).map((item) => ({
+    ...(item as StylingItem),
+    id: item.id,
+    source: "closet",
+  }));
+}
+
 function normalizeLookSurface(
   look: NonNullable<AuraResponse["look"]>,
   auraContext?: {
+    occasion?: string | null;
     wardrobe?: {
       footwear?: Record<string, string>[];
     };
@@ -389,7 +417,9 @@ function normalizeLookSurface(
         vibeForThisSession?: string;
       } | null;
     } | null;
-  }
+  },
+  closetItems?: StylingItem[],
+  userMessage?: string,
 ) {
   if (look.stylingNote) {
     look.stylingNote = shortenLookReply(look.stylingNote);
@@ -438,6 +468,22 @@ function normalizeLookSurface(
     cleanPersonalizationText(String(look.personalizationNote ?? ""), 150) ||
     personalization.note;
 
+  const stylingIntelligence = scoreLookStylingFromPieces(
+    look.pieces,
+    closetItems ?? [],
+    {
+      requestText: userMessage,
+      occasion:
+        auraContext?.occasion ??
+        auraContext?.preferenceContext?.session?.currentOccasion ??
+        null,
+      vibe: look.vibe,
+    },
+  );
+  if (stylingIntelligence) {
+    look.stylingIntelligence = stylingIntelligence;
+  }
+
   return {
     ownedPieces: look.fromCloset,
     recommendedAdditions: look.addToComplete,
@@ -558,6 +604,7 @@ function normalizeAuraResponse(
   response: AuraResponse,
   userMessage?: string,
   auraContext?: {
+    occasion?: string | null;
     wardrobe?: {
       footwear?: Record<string, string>[];
     };
@@ -591,20 +638,62 @@ function normalizeAuraResponse(
       } | null;
     } | null;
   },
+  closetRecords?: (Record<string, unknown> & { id: string })[] | null,
   diversity?: ClientOutfitDiversityContext | null
 ) {
   const multiRequested = wantsMultipleLooks(userMessage ?? "");
+  const closetItems = stylingItemsFromRecords(closetRecords);
+  if (!response.look && !response.lookOptions?.length && closetRecords?.length) {
+    const manualLook = buildManualOutfitLookFromPrompt(
+      userMessage ?? "",
+      closetRecords,
+      response,
+    );
+    if (manualLook) {
+      response.presentation = "card";
+      response.title = response.title?.trim() && response.title !== "AURA"
+        ? response.title
+        : "Outfit edit";
+      response.look = manualLook;
+      response.outfitItems = manualLook.fromCloset;
+      response.ownedPieces = manualLook.fromCloset;
+      response.recommendedAdditions = manualLook.addToComplete;
+    }
+  }
+  if (!response.look && !response.lookOptions?.length && closetRecords?.length) {
+    const concreteLook = buildConcreteOutfitLook({
+      userMessage,
+      response,
+      closetRecords,
+    });
+    if (concreteLook) {
+      response.presentation = "card";
+      response.title = response.title?.trim() && response.title !== "AURA"
+        ? response.title
+        : "Outfit option";
+      response.reply = concreteLook.reply;
+      response.look = concreteLook.look;
+      response.outfitItems = concreteLook.look.fromCloset;
+      response.ownedPieces = concreteLook.look.fromCloset;
+      response.recommendedAdditions = concreteLook.look.addToComplete;
+    }
+  }
   if (response.lookOptions?.length) {
     response.lookOptions = response.lookOptions.slice(0, 3);
   }
 
   if (response.look || response.lookOptions?.length) {
-    response.reply = shortenLookReply(response.reply);
+    response.reply = /:\n/.test(response.reply) ? response.reply.trim() : shortenLookReply(response.reply);
     response.reason = "";
   }
 
   if (response.look) {
-    const normalized = normalizeLookSurface(response.look, auraContext);
+    const normalized = normalizeLookSurface(
+      response.look,
+      auraContext,
+      closetItems,
+      userMessage,
+    );
     response.ownedPieces = normalized.ownedPieces;
     response.recommendedAdditions = normalized.recommendedAdditions;
 
@@ -629,7 +718,7 @@ function normalizeAuraResponse(
   }
   if (response.lookOptions?.length) {
     response.lookOptions = response.lookOptions.map((look) => {
-      normalizeLookSurface(look, auraContext);
+      normalizeLookSurface(look, auraContext, closetItems, userMessage);
       return look;
     });
   }
@@ -651,6 +740,11 @@ function normalizeAuraResponse(
     });
   }
 
+  response.stylingIntelligence =
+    response.look?.stylingIntelligence ??
+    response.lookOptions?.[0]?.stylingIntelligence ??
+    null;
+
   const gapContext = auraContext?.wardrobeGaps;
   const derivedMissing = uniqueTrimmed([
     ...(response.missingPieces ?? []),
@@ -803,7 +897,7 @@ function logStreamCandidateEmit(
   const payload = { type: "final", data };
   const serialized = JSON.stringify(payload);
   logger.info("[AURA_STREAM_EMIT] candidate final payload", {
-    uid,
+    uidHash: redactUid(uid),
     source,
     dataKeys: Object.keys(data),
     payloadKeys: Object.keys(payload),
@@ -811,7 +905,6 @@ function logStreamCandidateEmit(
     candidatesCount: data.candidates.length,
     presentation: data.presentation,
     serializedLength: serialized.length,
-    serializedPreview: serialized.slice(0, 1200),
   });
 }
 
@@ -970,7 +1063,7 @@ async function emitUrlCandidatePreview(params: {
     metadata: params.metadata,
   });
   logger.info("[AURA_STREAM_PRE_EMIT] URL candidate final object", {
-    uid: params.uid,
+    uidHash: redactUid(params.uid),
     branchChosen: "url_candidate_preview",
     finalPayloadKeys: Object.keys(data),
     presentation: data.presentation,
@@ -1017,6 +1110,8 @@ export const askAuraStream = onRequest(
       });
       const decodedToken = await getAuth().verifyIdToken(idToken);
       const uid = decodedToken.uid;
+      await assertFunctionRateLimit(uid, "auraChat", RATE_LIMITS.auraChat);
+      const uidHash = redactUid(uid);
       const userMessage = sanitizeUserInput(String(req.body?.message ?? ""));
       const styleCoreNote = styleCoreNoteFromClientContext(req.body?.clientContext);
       const outfitDiversity = outfitDiversityFromClientContext(req.body?.clientContext);
@@ -1032,15 +1127,15 @@ export const askAuraStream = onRequest(
       if (firstDetectedUrl) {
         if (rawClientLinkPreview && !clientLinkPreview) {
           logger.info("[LINK_PRODUCT_SCOPE] ignored client H&M link preview; server scope required", {
-            uid,
+            uidHash,
             urlHost: safeUrlHost(firstDetectedUrl),
             clientImageCount: rawClientLinkPreview.imageUrls?.length ?? 0,
-            clientImageUrl: rawClientLinkPreview.imageUrl ?? null,
+            hasClientImageUrl: !!rawClientLinkPreview.imageUrl,
             sanitizedFallbackImageCount: hmClientFallback?.imageUrls?.length ?? 0,
           });
         }
         logger.info("[AURA_URL_DETECTED] URL detected in AURA message", {
-          uid,
+          uidHash,
           urlHost: safeUrlHost(firstDetectedUrl),
           clientIntent,
           effectiveClientIntent,
@@ -1049,7 +1144,7 @@ export const askAuraStream = onRequest(
         });
       }
       logger.info("[AURA_STREAM] request received", {
-        uid,
+        uidHash,
         hasAuth: !!uid,
         hasMessage: !!userMessage,
         linkIntent,
@@ -1061,10 +1156,10 @@ export const askAuraStream = onRequest(
           ? {
               shouldAvoidRepeats: outfitDiversity.shouldAvoidRepeats,
               reason: outfitDiversity.reason,
-              previousItemIds: outfitDiversity.previousLookItemIds,
-              excludedItemIds: outfitDiversity.excludedItemIds,
-              recentItemIds: outfitDiversity.recentItemIds,
-              previousLookSignatures: outfitDiversity.previousLookSignatures,
+              previousItemCount: outfitDiversity.previousLookItemIds.length,
+              excludedItemCount: outfitDiversity.excludedItemIds.length,
+              recentItemCount: outfitDiversity.recentItemIds.length,
+              previousLookSignatureCount: outfitDiversity.previousLookSignatures.length,
               maxOverlap: outfitDiversity.maxOverlap,
             }
           : null,
@@ -1073,7 +1168,7 @@ export const askAuraStream = onRequest(
           role: attachment.role ?? null,
           groupId: attachment.groupId ?? null,
           mimeType: attachment.mimeType ?? null,
-          storagePath: attachment.storagePath ?? null,
+          hasStoragePath: !!attachment.storagePath,
           width: attachment.width ?? null,
           height: attachment.height ?? null,
           hasUri: !!attachment.uri,
@@ -1108,7 +1203,7 @@ export const askAuraStream = onRequest(
       }
 
       const client = new OpenAI({
-        apiKey: process.env.OPENAI_API_KEY,
+        apiKey: requireOpenAiApiKey(),
       });
       const imageCandidateGroups = imageGroupsForAddIntent(userMessage, attachments, effectiveClientIntent);
       const shouldAnalyzeOutfitPhoto = isOutfitPhotoRequest({
@@ -1117,7 +1212,7 @@ export const askAuraStream = onRequest(
         attachments,
       });
       logger.info("[AURA_STREAM_INTENT] selected intent", {
-        uid,
+        uidHash,
         selectedIntent: shouldAnalyzeOutfitPhoto
           ? "outfit_photo_analysis"
           : imageCandidateGroups.length > 0
@@ -1135,14 +1230,14 @@ export const askAuraStream = onRequest(
       if (shouldAnalyzeOutfitPhoto) {
         writeStatus(res, "analyzing_outfit");
         logger.info("[AURA_OUTFIT_PHOTO] stream outfit analysis intent classified", {
-          uid,
+          uidHash,
           clientIntent,
           effectiveClientIntent,
           attachmentCount: attachments.length,
           attachments: attachments.map((attachment) => ({
             type: attachment.type,
             mimeType: attachment.mimeType ?? null,
-            storagePath: attachment.storagePath ?? null,
+            hasStoragePath: !!attachment.storagePath,
             uriHost: safeUrlHost(attachment.uri),
             width: attachment.width ?? null,
             height: attachment.height ?? null,
@@ -1153,7 +1248,7 @@ export const askAuraStream = onRequest(
           data = await analyzeOutfitPhoto({ client, attachments, userMessage });
         } catch (error) {
           logger.error("[AURA_OUTFIT_PHOTO] stream vision analysis failed", {
-            uid,
+            uidHash,
             clientIntent,
             effectiveClientIntent,
             attachmentCount: attachments.length,
@@ -1178,7 +1273,7 @@ export const askAuraStream = onRequest(
                 : fallbackLinkPreviewFromUrl(firstDetectedUrl));
             if (fallbackPreview) {
               logger.info("[AURA_URL_METADATA] using client link preview after missing server image", {
-                uid,
+                uidHash,
                 urlHost: safeUrlHost(firstDetectedUrl),
                 hasTitle: !!fallbackPreview.title,
                 hasImageUrl: !!fallbackPreview.imageUrl,
@@ -1194,7 +1289,7 @@ export const askAuraStream = onRequest(
               return;
             }
             logger.warn("[AURA_URL_METADATA] no product image found for URL", {
-              uid,
+              uidHash,
               urlHost: safeUrlHost(firstDetectedUrl),
             });
             const reply = "Couldn't read that link. Try a screenshot.";
@@ -1218,7 +1313,7 @@ export const askAuraStream = onRequest(
             fallbackLinkPreviewFromUrl(firstDetectedUrl);
           if (fallbackPreview) {
             logger.info("[AURA_URL_METADATA] using client link preview after server fetch failure", {
-              uid,
+              uidHash,
               urlHost: safeUrlHost(firstDetectedUrl),
               hasTitle: !!fallbackPreview.title,
               hasImageUrl: !!fallbackPreview.imageUrl,
@@ -1234,9 +1329,9 @@ export const askAuraStream = onRequest(
             return;
           }
           logger.error("[AURA_URL_FETCH] failed to read product URL", {
-            uid,
+            uidHash,
             urlHost: safeUrlHost(firstDetectedUrl),
-            error,
+            error: error instanceof Error ? error.message : String(error),
           });
           const reply = "Couldn't read that link. Try a screenshot.";
           writeTextDelta(res, reply);
@@ -1249,7 +1344,7 @@ export const askAuraStream = onRequest(
       if (imageCandidateGroups.length > 0) {
         writeStatus(res, "extracting_preview");
         logger.info("[AURA_CANDIDATE] image add intent classified", {
-          uid,
+          uidHash,
           candidateCount: imageCandidateGroups.length,
         });
         try {
@@ -1259,26 +1354,26 @@ export const askAuraStream = onRequest(
           });
           if (!candidates.length) {
             logger.warn("[AURA_CANDIDATE_BACKEND] image extraction returned no candidates; using fallback", {
-              uid,
+              uidHash,
               groupCount: imageCandidateGroups.length,
             });
             candidates = fallbackImageCandidates(imageCandidateGroups);
           }
           const data = candidatePreviewResponse(candidates);
           logger.info("[AURA_CANDIDATE_BACKEND] raw image candidate object before stream", {
-            uid,
+            uidHash,
             keys: Object.keys(data),
-            candidateItems: data.candidateItems,
+            candidateItemsCount: data.candidateItems.length,
           });
           logger.info("[AURA_STREAM_FINAL] emitting image candidate final", {
-            uid,
+            uidHash,
             clientIntent,
             candidateCount: data.candidateItems.length,
             presentation: data.presentation,
             hasCandidateItems: !!data.candidateItems.length,
           });
           logger.info("[AURA_STREAM_PRE_EMIT] image candidate final object", {
-            uid,
+            uidHash,
             branchChosen: "image_candidate_preview",
             finalPayloadKeys: Object.keys(data),
             presentation: data.presentation,
@@ -1292,8 +1387,8 @@ export const askAuraStream = onRequest(
           return;
         } catch (error) {
           logger.error("[AURA_LINK_ERROR] image candidate extraction failed", {
-            uid,
-            error,
+            uidHash,
+            error: error instanceof Error ? error.message : String(error),
           });
           const reply = "I couldn't read that item photo. Try another photo or add it manually.";
           writeTextDelta(res, reply);
@@ -1317,7 +1412,7 @@ export const askAuraStream = onRequest(
 
         writeStatus(res, "extracting_preview");
         logger.info("[AURA_LINK] add intent classified", {
-          uid,
+          uidHash,
           linkIntent,
           urlCount: detectedUrls.length,
         });
@@ -1330,18 +1425,18 @@ export const askAuraStream = onRequest(
           }
           const data = candidatePreviewResponse(candidatesFromProductExtractions(extractions));
           logger.info("[AURA_CANDIDATE_BACKEND] raw link candidate object before stream", {
-            uid,
+            uidHash,
             keys: Object.keys(data),
-            candidateItems: data.candidateItems,
+            candidateItemsCount: data.candidateItems.length,
           });
           logger.info("[AURA_STREAM_FINAL] emitting link candidate final", {
-            uid,
+            uidHash,
             candidateCount: data.candidateItems.length,
             presentation: data.presentation,
             hasCandidateItems: !!data.candidateItems.length,
           });
           logger.info("[AURA_STREAM_PRE_EMIT] link candidate final object", {
-            uid,
+            uidHash,
             branchChosen: "link_candidate_preview",
             finalPayloadKeys: Object.keys(data),
             presentation: data.presentation,
@@ -1355,9 +1450,9 @@ export const askAuraStream = onRequest(
           return;
         } catch (error) {
           logger.error("[AURA_LINK_ERROR] add from link failed", {
-            uid,
+            uidHash,
             linkIntent,
-            error,
+            error: error instanceof Error ? error.message : String(error),
           });
           const reply = auraLinkErrorMessage(error);
           writeTextDelta(res, reply);
@@ -1377,7 +1472,7 @@ export const askAuraStream = onRequest(
       });
 
       logger.info("[AURA_ROUTE] selected model path", {
-        uid,
+        uidHash,
         path: useSimpleChatPath ? "simple_chat" : "structured",
         contextMode: useSimpleChatPath ? "compact" : "full",
         attachmentCount: attachments.length,
@@ -1414,7 +1509,7 @@ export const askAuraStream = onRequest(
 
         writeStatus(res, "responding");
         logger.info("[AURA_ROUTE] simple chat stream starting", {
-          uid,
+          uidHash,
           path: "simple_chat",
           contextMode: "compact",
           secondModelCall: "skipped",
@@ -1450,7 +1545,7 @@ export const askAuraStream = onRequest(
         const finalReply = streamedText.trim();
         const data = fallbackAuraResponse(finalReply || "I'm here - what are we styling?");
         logger.info("[AURA_ROUTE] simple chat stream finished", {
-          uid,
+          uidHash,
           path: "simple_chat",
           contextMode: "compact",
           secondModelCall: "skipped",
@@ -1502,7 +1597,7 @@ export const askAuraStream = onRequest(
       let linkProductContext = "No product links.";
       if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
         logger.info("[AURA_LINK] analyze intent classified", {
-          uid,
+          uidHash,
           urlCount: detectedUrls.length,
         });
         try {
@@ -1513,8 +1608,8 @@ export const askAuraStream = onRequest(
           linkProductContext = productContextText(products);
         } catch (error) {
           logger.error("[AURA_LINK_ERROR] analyze link extraction failed", {
-            uid,
-            error,
+            uidHash,
+            error: error instanceof Error ? error.message : String(error),
           });
           linkProductContext = auraLinkErrorMessage(error);
         }
@@ -1534,7 +1629,7 @@ export const askAuraStream = onRequest(
 
       writeStatus(res, "responding");
       logger.info("[AURA_STREAM] starting OpenAI stream", {
-        uid,
+        uidHash,
         attachmentCount: attachments.length,
       });
 
@@ -1568,12 +1663,12 @@ export const askAuraStream = onRequest(
 
       const finalReply = streamedText.trim();
       logger.info("[AURA_STREAM] OpenAI stream finished", {
-        uid,
+        uidHash,
         textLength: finalReply.length,
       });
 
       logger.info("[AURA_ROUTE] structured finalizer starting", {
-        uid,
+        uidHash,
         path: "structured",
         contextMode: "full",
         secondModelCall: "used",
@@ -1747,7 +1842,7 @@ export const askAuraStream = onRequest(
       parsed.reply = parsed.reply?.trim() ? parsed.reply.trim() : finalReply;
       if (!parsed.reply) parsed.reply = finalReply;
       logger.info("[AURA_MULTI] stream structured response parsed", {
-        uid,
+        uidHash,
         multiRequested: wantsMultipleLooks(userMessage),
         requestedCount: parseRequestedLookCount(userMessage),
         rawPresentation: parsed.presentation,
@@ -1756,9 +1851,9 @@ export const askAuraStream = onRequest(
         rawOwnedPiecesCount: parsed.ownedPieces?.length ?? 0,
         rawOutfitItemsCount: parsed.outfitItems?.length ?? 0,
       });
-      parsed = normalizeAuraResponse(parsed, userMessage, auraContext, outfitDiversity);
+      parsed = normalizeAuraResponse(parsed, userMessage, auraContext, items, outfitDiversity);
       logger.info("[AURA_MULTI] stream structured response normalized", {
-        uid,
+        uidHash,
         multiRequested: wantsMultipleLooks(userMessage),
         normalizedPresentation: parsed.presentation,
         normalizedHasLook: !!parsed.look,
@@ -1768,7 +1863,7 @@ export const askAuraStream = onRequest(
         upgradeSuggestionsCount: parsed.upgradeSuggestions?.length ?? 0,
       });
       logger.info("[AURA_RESPONSE_FINAL] stream final response", {
-        uid,
+        uidHash,
         presentation: parsed.presentation,
         hasLook: !!parsed.look,
         lookOptionsCount: parsed.lookOptions?.length ?? 0,
@@ -1777,20 +1872,32 @@ export const askAuraStream = onRequest(
         missingPiecesCount: parsed.missingPieces?.length ?? 0,
         upgradeSuggestionsCount: parsed.upgradeSuggestions?.length ?? 0,
         outfitItemsCount: parsed.outfitItems?.length ?? 0,
-        title: parsed.title,
-        replyPreview: String(parsed.reply ?? "").slice(0, 160),
+        titleLength: String(parsed.title ?? "").length,
+        replyLength: String(parsed.reply ?? "").length,
       });
 
       writeFinal(res, parsed);
       logger.info("[AURA_STREAM] final response emitted", {
-        uid,
+        uidHash,
         presentation: parsed.presentation,
         hasLook: !!parsed.look,
         lookOptionsCount: parsed.lookOptions?.length ?? 0,
       });
       res.end();
     } catch (error) {
-      logger.error("[AURA_ERROR] askAuraStream failed", error);
+      if (isRateLimitError(error)) {
+        writeError(res, error.message);
+        res.end();
+        return;
+      }
+      if (error instanceof HttpsError) {
+        writeError(res, error.message);
+        res.end();
+        return;
+      }
+      logger.error("[AURA_ERROR] askAuraStream failed", {
+        error: error instanceof Error ? error.message : String(error),
+      });
       writeError(res, "AURA could not respond right now.");
       res.end();
     }
diff --git a/functions/src/deleteAccountData.ts b/functions/src/deleteAccountData.ts
index db27094..0152000 100644
--- a/functions/src/deleteAccountData.ts
+++ b/functions/src/deleteAccountData.ts
@@ -9,12 +9,19 @@ import { getStorage } from "firebase-admin/storage";
 import { logger } from "firebase-functions/v2";
 import { HttpsError, onCall } from "firebase-functions/v2/https";
 
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
+
 const FIRESTORE_BATCH_LIMIT = 400;
 const STORAGE_DELETE_BATCH_LIMIT = 100;
 
 type DeleteCounts = {
   firestoreDocumentsDeleted: number;
   storageFilesDeleted: number;
+  rateLimitDocumentsDeleted: number;
   authUserDeleted: boolean;
 };
 
@@ -80,6 +87,36 @@ async function deleteUserStorageFiles(uid: string) {
   return files.length;
 }
 
+async function deleteUserRateLimitDocs(uidHash: string) {
+  let deleted = 0;
+  const db = getFirestore();
+  for (const endpoint of Object.keys(RATE_LIMITS)) {
+    const userRef = db
+      .collection("functionRateLimits")
+      .doc(endpoint)
+      .collection("users")
+      .doc(uidHash);
+    const windows = await userRef.collection("windows").get();
+    let batch = db.batch();
+    let pendingWrites = 0;
+    for (const docSnap of windows.docs) {
+      batch.delete(docSnap.ref);
+      pendingWrites += 1;
+      deleted += 1;
+      if (pendingWrites >= FIRESTORE_BATCH_LIMIT) {
+        await commitBatch(batch, pendingWrites);
+        batch = db.batch();
+        pendingWrites = 0;
+      }
+    }
+    batch.delete(userRef);
+    pendingWrites += 1;
+    deleted += 1;
+    await commitBatch(batch, pendingWrites);
+  }
+  return deleted;
+}
+
 export const deleteAccountData = onCall(
   { timeoutSeconds: 540, memory: "512MiB" },
   async (request): Promise<{ ok: true } & DeleteCounts> => {
@@ -92,12 +129,15 @@ export const deleteAccountData = onCall(
     if (requestedUid && requestedUid !== uid) {
       throw new HttpsError("permission-denied", "You can only delete your own account data.");
     }
+    await assertFunctionRateLimit(uid, "accountDelete", RATE_LIMITS.accountDelete);
+    const uidHash = redactUid(uid);
 
     const userRef = getFirestore().collection("users").doc(uid);
-    logger.info("[ACCOUNT_DELETE] starting account data deletion", { uid });
+    logger.info("[ACCOUNT_DELETE] starting account data deletion", { uidHash });
 
     const firestoreDocumentsDeleted = await deleteDocumentTree(userRef);
     const storageFilesDeleted = await deleteUserStorageFiles(uid);
+    const rateLimitDocumentsDeleted = await deleteUserRateLimitDocs(uidHash);
     let authUserDeleted = false;
     try {
       await getAuth().deleteUser(uid);
@@ -105,9 +145,10 @@ export const deleteAccountData = onCall(
     } catch (error) {
       if ((error as { code?: unknown })?.code !== "auth/user-not-found") {
         logger.error("[ACCOUNT_DELETE] auth deletion failed", {
-          uid,
+          uidHash,
           firestoreDocumentsDeleted,
           storageFilesDeleted,
+          rateLimitDocumentsDeleted,
           error: error instanceof Error ? error.message : String(error),
         });
         throw new HttpsError("internal", "Account data was deleted, but Auth deletion failed.");
@@ -115,9 +156,10 @@ export const deleteAccountData = onCall(
     }
 
     logger.info("[ACCOUNT_DELETE] account data deletion complete", {
-      uid,
+      uidHash,
       firestoreDocumentsDeleted,
       storageFilesDeleted,
+      rateLimitDocumentsDeleted,
       authUserDeleted,
     });
 
@@ -125,6 +167,7 @@ export const deleteAccountData = onCall(
       ok: true,
       firestoreDocumentsDeleted,
       storageFilesDeleted,
+      rateLimitDocumentsDeleted,
       authUserDeleted,
     };
   },
diff --git a/functions/src/generateAuraSwipeBatch.ts b/functions/src/generateAuraSwipeBatch.ts
index 67773b0..82ea7e1 100644
--- a/functions/src/generateAuraSwipeBatch.ts
+++ b/functions/src/generateAuraSwipeBatch.ts
@@ -12,9 +12,20 @@ import {
   normalizeParsedIntent,
   safeJsonExtract,
   type OutfitIntentV1,
+  type Slot,
   type WardrobeItem,
 } from "./shared/outfitEngine";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
+import {
+  roleForStylingItem,
+  type StylingItem,
+  type StylingScoreResult,
+} from "./shared/styling/types";
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
 
 if (!getApps().length) {
   initializeApp();
@@ -25,15 +36,19 @@ type SwipeLookPayload = {
   position: number;
   score: number;
   reason: string;
+  stylingScore?: number;
+  stylingIntelligence?: StylingScoreResult;
   directionLabel: "safe" | "balanced" | "bold" | null;
   itemIds: string[];
   look: {
+    id?: string | null;
     lookTitle: string;
     vibe: string;
     shortExplanation: string;
     stylingNote: string;
     personalizationLabel?: string;
     personalizationNote?: string;
+    stylingIntelligence?: StylingScoreResult | null;
     pieces: Array<{
       role: "top" | "bottom" | "shoes" | "outerwear" | "accessory";
       itemName: string;
@@ -167,6 +182,30 @@ function buildDirectionLabel(index: number, total: number): "safe" | "balanced"
   return "balanced";
 }
 
+function slotForAnchorItem(item: WardrobeItem): Slot | null {
+  const role = roleForStylingItem(item as StylingItem);
+  if (role === "footwear") return "footwear";
+  if (role === "top" || role === "bottom" || role === "outerwear" || role === "accessory") {
+    return role;
+  }
+  return null;
+}
+
+function lockedItemsForAnchors(
+  anchorItemIds: string[],
+  itemsById: Map<string, WardrobeItem>,
+): Partial<Record<Slot, WardrobeItem>> | undefined {
+  const locked: Partial<Record<Slot, WardrobeItem>> = {};
+  for (const itemId of anchorItemIds) {
+    const item = itemsById.get(itemId);
+    if (!item) continue;
+    const slot = slotForAnchorItem(item);
+    if (!slot || locked[slot]) continue;
+    locked[slot] = item;
+  }
+  return Object.keys(locked).length ? locked : undefined;
+}
+
 function toSwipeLook(
   outfit: GeneratedSwipeCandidate,
   itemsById: Map<string, WardrobeItem>,
@@ -194,15 +233,19 @@ function toSwipeLook(
     position: index,
     score: Math.round(outfit.score * 100) / 100,
     reason: cleanString(outfit.reason),
+    stylingScore: outfit.stylingScore,
+    stylingIntelligence: outfit.stylingIntelligence,
     directionLabel,
     itemIds: outfit.picks.map((pick) => pick.itemId),
     look: {
+      id: `swipe_${index + 1}_${outfit.picks.map((pick) => pick.itemId).join("_").slice(0, 80)}`,
       lookTitle: buildLookTitle(outfit, itemsById, index),
       vibe: directionLabel ? `${directionLabel} direction` : "wardrobe direction",
       shortExplanation: cleanString(outfit.reason) || "AURA built this from your wardrobe.",
-      stylingNote: buildStylingNote(outfit, itemsById),
+      stylingNote: outfit.stylingIntelligence?.stylingNotes[0] ?? buildStylingNote(outfit, itemsById),
       personalizationLabel: directionLabel ? directionLabel.toUpperCase() : undefined,
       personalizationNote: learnedSummary || undefined,
+      stylingIntelligence: outfit.stylingIntelligence ?? null,
       pieces,
       fromCloset,
       addToComplete: [],
@@ -219,6 +262,8 @@ export const generateAuraSwipeBatch = onCall(
     if (!uid) {
       throw new HttpsError("unauthenticated", "Authentication required");
     }
+    await assertFunctionRateLimit(uid, "outfitGeneration", RATE_LIMITS.outfitGeneration);
+    const uidHash = redactUid(uid);
 
     const intentText = cleanString(request.data?.intentText) ||
       "Build a varied batch of outfit directions from my wardrobe. Keep them polished, wearable, and distinct.";
@@ -232,6 +277,9 @@ export const generateAuraSwipeBatch = onCall(
     const recentItemIds = Array.isArray(request.data?.recentItemIds)
       ? request.data.recentItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 36)
       : [];
+    const anchorItemIds = Array.isArray(request.data?.anchorItemIds)
+      ? request.data.anchorItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 3)
+      : [];
     const previousLookItemIds = Array.isArray(request.data?.previousLookItemIds)
       ? request.data.previousLookItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 12)
       : [];
@@ -245,10 +293,13 @@ export const generateAuraSwipeBatch = onCall(
     const db = getFirestore();
     const allItems = await fetchWardrobeItems(db, uid);
     const memory = await loadCompactAuraMemoryContext(db, uid, null);
+    const itemsById = new Map(allItems.map((item) => [item.id, item]));
+    const lockedItemsBySlot = lockedItemsForAnchors(anchorItemIds, itemsById);
     let generated = generateOutfitCandidates(allItems, parsed.intent, {
       numOutfits,
       memory,
       excludeItemIds,
+      lockedItemsBySlot,
       diversity: {
         recentItemIds,
         previousLookItemIds,
@@ -256,6 +307,19 @@ export const generateAuraSwipeBatch = onCall(
         maxOverlap,
       },
     });
+    if (!generated.outfits.length && lockedItemsBySlot) {
+      generated = generateOutfitCandidates(allItems, parsed.intent, {
+        numOutfits,
+        memory,
+        excludeItemIds,
+        diversity: {
+          recentItemIds,
+          previousLookItemIds,
+          previousLookSignatures,
+          maxOverlap,
+        },
+      });
+    }
     if (!generated.outfits.length && excludeItemIds.length) {
       generated = generateOutfitCandidates(allItems, parsed.intent, {
         numOutfits,
@@ -271,7 +335,7 @@ export const generateAuraSwipeBatch = onCall(
     }
 
     logger.info("generateAuraSwipeBatch built batch", {
-      uid,
+      uidHash,
       requestedNumOutfits,
       numOutfits,
       eligibleCount: generated.eligibleCount,
@@ -279,23 +343,24 @@ export const generateAuraSwipeBatch = onCall(
       returned: generated.outfits.length,
       fallbackMode: generated.fallbackMode ?? "strict",
       diversity: {
-        excludeItemIds,
-        previousLookItemIds,
-        recentItemIds,
-        previousLookSignatures,
+        excludeItemCount: excludeItemIds.length,
+        previousLookItemCount: previousLookItemIds.length,
+        recentItemCount: recentItemIds.length,
+        anchorItemCount: anchorItemIds.length,
+        lockedAnchorSlots: Object.keys(lockedItemsBySlot ?? {}),
+        previousLookSignatureCount: previousLookSignatures.length,
         maxOverlap,
       },
     });
 
-    const itemsById = new Map(allItems.map((item) => [item.id, item]));
     const lookOptions = generated.outfits.map((outfit, index) =>
       toSwipeLook(outfit, itemsById, index, generated.outfits.length, memory.learnedProfile?.summaryShort ?? null),
     );
 
     logger.info("generateAuraSwipeBatch response payload", {
-      uid,
+      uidHash,
       lookCount: lookOptions.length,
-      lookTitles: lookOptions.map((entry) => entry.look.lookTitle),
+      lookTitleCount: lookOptions.filter((entry) => !!entry.look.lookTitle).length,
       itemCounts: lookOptions.map((entry) => entry.look.pieces.length),
     });
 
diff --git a/functions/src/generateCleanedProductImages.ts b/functions/src/generateCleanedProductImages.ts
index a3d6750..8324dc4 100644
--- a/functions/src/generateCleanedProductImages.ts
+++ b/functions/src/generateCleanedProductImages.ts
@@ -1,5 +1,4 @@
 import { getApps, initializeApp } from "firebase-admin/app";
-import { logger } from "firebase-functions/v2";
 import { onDocumentWritten } from "firebase-functions/v2/firestore";
 
 if (!getApps().length) {
@@ -14,9 +13,7 @@ export const generateCleanedProductImages = onDocumentWritten(
     timeoutSeconds: 60,
   },
   async (event) => {
-    const uid = String(event.params.uid ?? "");
-    const itemId = String(event.params.itemId ?? "");
-    logger.info("Skipping cleaned image generation: ONNX disabled", { uid, itemId });
+    void event;
     return;
   }
 );
diff --git a/functions/src/generateOutfitsV1.ts b/functions/src/generateOutfitsV1.ts
index 1c7affb..ea95145 100644
--- a/functions/src/generateOutfitsV1.ts
+++ b/functions/src/generateOutfitsV1.ts
@@ -12,8 +12,20 @@ import {
   normalizeParsedIntent,
   persistGeneratedOutfits,
   safeJsonExtract,
+  type Slot,
+  type WardrobeItem,
 } from "./shared/outfitEngine";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
+import { scoreOutfitStyling } from "./shared/styling/stylingScore";
+import {
+  roleForStylingItem,
+  type StylingItem,
+} from "./shared/styling/types";
 
 if (!getApps().length) {
   initializeApp();
@@ -40,17 +52,73 @@ function isOuterwearItem(item: { category?: string | null; subCategory?: string
   );
 }
 
+function slotForAnchorItem(item: WardrobeItem): Slot | null {
+  const role = roleForStylingItem(item as StylingItem);
+  if (role === "footwear") return "footwear";
+  if (role === "top" || role === "bottom" || role === "outerwear" || role === "accessory") {
+    return role;
+  }
+  return null;
+}
+
+function lockedItemsForAnchors(
+  anchorItemIds: string[],
+  itemsById: Map<string, WardrobeItem>,
+): Partial<Record<Slot, WardrobeItem>> | undefined {
+  const locked: Partial<Record<Slot, WardrobeItem>> = {};
+  for (const itemId of anchorItemIds) {
+    const item = itemsById.get(itemId);
+    if (!item) continue;
+    const slot = slotForAnchorItem(item);
+    if (!slot || locked[slot]) continue;
+    locked[slot] = item;
+  }
+  return Object.keys(locked).length ? locked : undefined;
+}
+
+type EnforceableOutfit = {
+  picks: Array<{ slot: "top" | "bottom" | "footwear" | "outerwear" | "accessory"; itemId: string }>;
+  score: number;
+  reason: string;
+  itemIds: string[];
+  stylingScore?: number;
+  stylingIntelligence?: ReturnType<typeof scoreOutfitStyling>;
+};
+
+function applyStylingToOutfit(
+  outfit: EnforceableOutfit,
+  allItems: WardrobeItem[],
+  intent: OutfitIntentV1,
+): EnforceableOutfit {
+  const itemsById = new Map(allItems.map((item) => [item.id, item]));
+  const stylingItems = outfit.picks.flatMap((pick) => {
+    const item = itemsById.get(pick.itemId);
+    if (!item) return [];
+    return [{
+      ...item,
+      role: pick.slot,
+      source: "closet" as const,
+    }];
+  });
+  const stylingIntelligence = scoreOutfitStyling(stylingItems, {
+    occasion: intent.occasion,
+    formalityTarget: intent.formalityTarget,
+    requestText: intent.occasion,
+  });
+  return {
+    ...outfit,
+    stylingScore: stylingIntelligence.overallScore,
+    stylingIntelligence,
+  };
+}
+
 function enforceOuterwearOnOutfits(params: {
-  outfits: Array<{
-    picks: Array<{ slot: "top" | "bottom" | "footwear" | "outerwear" | "accessory"; itemId: string }>;
-    score: number;
-    reason: string;
-    itemIds: string[];
-  }>;
-  allItems: Array<{ id: string; category?: string; subCategory?: string; type?: string | null; name?: string | null }>;
+  outfits: EnforceableOutfit[];
+  allItems: WardrobeItem[];
   requireOuterwear: boolean;
+  intent: OutfitIntentV1;
 }) {
-  const { outfits, allItems, requireOuterwear } = params;
+  const { outfits, allItems, requireOuterwear, intent } = params;
   const outerwearPool = allItems.filter(isOuterwearItem);
   if (!requireOuterwear || outerwearPool.length === 0) {
     return {
@@ -95,7 +163,9 @@ function enforceOuterwearOnOutfits(params: {
   });
 
   return {
-    outfits: repaired.filter((outfit) => outfit.picks.some((pick) => pick.slot === "outerwear")),
+    outfits: repaired
+      .filter((outfit) => outfit.picks.some((pick) => pick.slot === "outerwear"))
+      .map((outfit) => applyStylingToOutfit(outfit, allItems, intent)),
     availableOuterwearCount: outerwearPool.length,
     repairedCount,
   };
@@ -173,6 +243,8 @@ export const generateOutfitsV1 = onCall(
     if (!uid) {
       throw new HttpsError("unauthenticated", "Authentication required");
     }
+    await assertFunctionRateLimit(uid, "outfitGeneration", RATE_LIMITS.outfitGeneration);
+    const uidHash = redactUid(uid);
 
     const intentText = String(request.data?.intentText ?? "").trim();
     if (!intentText) {
@@ -183,21 +255,34 @@ export const generateOutfitsV1 = onCall(
     const requestedNumOutfits =
       request.data?.numOutfits ?? parsed.numOutfits ?? inferRequestedOutfitCount(intentText) ?? 3;
     const numOutfits = clampNumOutfits(requestedNumOutfits, 3);
+    const anchorItemIds = Array.isArray(request.data?.anchorItemIds)
+      ? request.data.anchorItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 3)
+      : [];
     const parsedIntent = parsed.intent;
     logger.info("generateOutfitsV1 parsed intent", {
-      uid,
-      parsedIntent,
+      uidHash,
+      parsedIntentKeys: Object.keys(parsedIntent ?? {}),
       requestedNumOutfits,
       numOutfits,
+      anchorItemCount: anchorItemIds.length,
     });
 
     const db = getFirestore();
     const allItems = await fetchWardrobeItems(db, uid);
     const memory = await loadCompactAuraMemoryContext(db, uid, null);
-    const generated = generateOutfitCandidates(allItems, parsedIntent, {
+    const itemsById = new Map(allItems.map((item) => [item.id, item]));
+    const lockedItemsBySlot = lockedItemsForAnchors(anchorItemIds, itemsById);
+    let generated = generateOutfitCandidates(allItems, parsedIntent, {
       numOutfits,
       memory,
+      lockedItemsBySlot,
     });
+    if (!generated.outfits.length && lockedItemsBySlot) {
+      generated = generateOutfitCandidates(allItems, parsedIntent, {
+        numOutfits,
+        memory,
+      });
+    }
     const outerwearAvailable = allItems.filter((item) =>
       isOuterwearItem({
         category: item.category,
@@ -208,30 +293,26 @@ export const generateOutfitsV1 = onCall(
     ).length;
 
     logger.info("generateOutfitsV1 slot counts", {
-      uid,
+      uidHash,
       total: allItems.length,
       eligible: generated.eligibleCount,
       ...generated.slotCounts,
       fallbackMode: generated.fallbackMode ?? "strict",
       requiresOuterwear: parsedIntent.requireOuterwear === true,
       availableOuterwearCount: outerwearAvailable,
+      lockedAnchorSlots: Object.keys(lockedItemsBySlot ?? {}),
     });
 
     const enforced = enforceOuterwearOnOutfits({
       outfits: generated.outfits,
-      allItems: allItems.map((item) => ({
-        id: item.id,
-        category: item.category,
-        subCategory: item.subCategory,
-        type: (item as { type?: string | null }).type ?? null,
-        name: item.name ?? null,
-      })),
+      allItems,
       requireOuterwear: parsedIntent.requireOuterwear === true,
+      intent: generated.intent,
     });
     const enforcedOutfits = enforced.outfits;
 
     logger.info("generateOutfitsV1 outerwear enforcement", {
-      uid,
+      uidHash,
       requiresOuterwear: parsedIntent.requireOuterwear === true,
       availableOuterwearCount: enforced.availableOuterwearCount,
       generatedCount: generated.outfits.length,
@@ -251,14 +332,14 @@ export const generateOutfitsV1 = onCall(
     });
 
     logger.info("generateOutfitsV1 selected outfits", {
-      uid,
+      uidHash,
       requestedNumOutfits,
       numOutfits,
       fallbackMode: generated.fallbackMode ?? "strict",
       outfits: outfits.map((outfit) => ({
         id: outfit.id,
         score: outfit.score,
-        itemIds: outfit.picks.map((pick) => pick.itemId),
+        itemCount: outfit.picks.length,
         outerwearCount: outfit.picks.filter((pick) => pick.slot === "outerwear").length,
       })),
     });
diff --git a/functions/src/importProductLink.ts b/functions/src/importProductLink.ts
index eb903ec..1d8b845 100644
--- a/functions/src/importProductLink.ts
+++ b/functions/src/importProductLink.ts
@@ -8,7 +8,13 @@ import {
   createDraftItemFromProductLink,
   extractProductFromUrl,
 } from "./shared/productLinkExtractor";
+import { requireOpenAiApiKey } from "./shared/env";
 import { rankProductExtractionImages } from "./shared/auraCandidatePreview";
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
 import { redactUrlForLogs } from "./shared/safeFetch";
 
 function messageForError(error: unknown) {
@@ -71,16 +77,17 @@ export const importProductLink = onCall(
     if (!url) {
       throw new HttpsError("invalid-argument", "A product link is required.");
     }
+    await assertFunctionRateLimit(uid, "productLink", RATE_LIMITS.productLink);
     const itemId = String(request.data?.itemId ?? "").trim() || null;
 
     try {
       logger.info("[SNAP_DONE_LINK] importing product link", {
-        uid,
+        uidHash: redactUid(uid),
         url: redactUrlForLogs(url),
         itemId,
       });
       const client = new OpenAI({
-        apiKey: process.env.OPENAI_API_KEY,
+        apiKey: requireOpenAiApiKey(),
       });
       const extraction = await rankProductExtractionImages({
         client,
@@ -93,16 +100,17 @@ export const importProductLink = onCall(
         extraction,
       });
       logger.info("[SNAP_DONE_LINK] product draft created", {
-        uid,
+        uidHash: redactUid(uid),
         itemId: created.itemId,
         imageCount: created.imageCount,
         domain: created.metadata.domain,
       });
       return { ok: true, itemId: created.itemId, imageCount: created.imageCount };
     } catch (error) {
+      if (error instanceof HttpsError) throw error;
       const message = messageForError(error);
       logger.error("[SNAP_DONE_LINK] import failed", {
-        uid,
+        uidHash: redactUid(uid),
         url: redactUrlForLogs(url),
         itemId,
         code: error instanceof ProductLinkError ? error.code : null,
diff --git a/functions/src/index.ts b/functions/src/index.ts
index ae1040e..e0e93c4 100644
--- a/functions/src/index.ts
+++ b/functions/src/index.ts
@@ -13,6 +13,8 @@ export { importProductLink } from "./importProductLink";
 export { previewProductLink } from "./previewProductLink";
 export { ingestItemFromPhotos } from "./ingestItemFromPhotos";
 export { deleteAccountData } from "./deleteAccountData";
+export { wrapAffiliateLinks } from "./affiliate/affiliateLinks";
+export { searchLiveProducts } from "./products/searchLiveProducts";
 // export { generateCleanedProductImages } from "./generateCleanedProductImages";
 
 if (!getApps().length) {
diff --git a/functions/src/ingestItemFromPhotos.ts b/functions/src/ingestItemFromPhotos.ts
index cc27d06..c9a62f8 100644
--- a/functions/src/ingestItemFromPhotos.ts
+++ b/functions/src/ingestItemFromPhotos.ts
@@ -19,6 +19,13 @@ import {
   isValidCategorySubCategory,
   wearSlot,
 } from "./shared/wardrobeTaxonomy";
+import {
+  RATE_LIMIT_MESSAGE,
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  isRateLimitError,
+  redactUid,
+} from "./shared/rateLimit";
 import { redactUrlForLogs, safeFetch, validateSafeUrlForFetch } from "./shared/safeFetch";
 
 if (!getApps().length) {
@@ -891,10 +898,10 @@ async function validateImageInputUrls(uid: string, itemId: string, urls: string[
         safeUrls.push(url);
       } else {
         logger.warn("[INGEST_SECURITY] rejected foreign Storage image URL", {
-          uid,
+          uidHash: redactUid(uid),
           itemId,
           label,
-          storagePath,
+          hasStoragePath: !!storagePath,
         });
       }
       continue;
@@ -903,7 +910,7 @@ async function validateImageInputUrls(uid: string, itemId: string, urls: string[
       safeUrls.push((await validateSafeUrlForFetch(url)).toString());
     } catch (error) {
       logger.warn("[INGEST_SECURITY] rejected unsafe external image URL", {
-        uid,
+        uidHash: redactUid(uid),
         itemId,
         label,
         url: redactUrlForLogs(url),
@@ -978,7 +985,7 @@ async function applyServerBackgroundRemoval(params: {
   try {
     if (await hasTransparentPngBackground(imageBytes)) {
       logger.info("[BgRemoval] Server-side removal skipped; PNG already has transparency", {
-        uid,
+        uidHash: redactUid(uid),
         itemId,
       });
       return { bytes: imageBytes, method: "none" };
@@ -987,7 +994,7 @@ async function applyServerBackgroundRemoval(params: {
     const storagePath = extractStoragePathFromUrl(photoUrl);
     if (!storagePath) {
       logger.warn("[BgRemoval] Server-side removal skipped; unable to parse Storage path", {
-        uid,
+        uidHash: redactUid(uid),
         itemId,
         photoUrl: redactUrlForLogs(photoUrl),
       });
@@ -995,9 +1002,9 @@ async function applyServerBackgroundRemoval(params: {
     }
     if (!isUserOwnedStoragePath(uid, storagePath)) {
       logger.warn("[BgRemoval] Server-side removal skipped; Storage path is not user-owned", {
-        uid,
+        uidHash: redactUid(uid),
         itemId,
-        storagePath,
+        hasStoragePath: !!storagePath,
       });
       return { bytes: imageBytes, method: "none" };
     }
@@ -1017,14 +1024,14 @@ async function applyServerBackgroundRemoval(params: {
       resumable: false,
     });
     logger.info("[BgRemoval] Server-side removal applied", {
-      uid,
+      uidHash: redactUid(uid),
       itemId,
-      storagePath,
+      hasStoragePath: !!storagePath,
     });
     return { bytes: pngBytes, method: "server" };
   } catch (error) {
     logger.error("[BgRemoval] Server-side removal failed; continuing original image", {
-      uid,
+      uidHash: redactUid(uid),
       itemId,
       error: error instanceof Error ? error.message : String(error),
     });
@@ -1453,14 +1460,16 @@ async function extractWithOpenAI(photoUrls: string[]): Promise<RawExtraction> {
 
   const content = data.choices?.[0]?.message?.content ?? "";
   logger.info("OpenAI raw extraction response", {
-    rawText: content.slice(0, 2000),
+    responseLength: content.length,
     truncated: content.length > 2000,
   });
   const parsed = safeJsonExtract(content);
   if (!parsed) {
     throw new Error("OpenAI returned invalid JSON payload");
   }
-  logger.info("OpenAI parsed extraction payload", { parsed });
+  logger.info("OpenAI parsed extraction payload", {
+    parsedKeys: Object.keys(parsed as Record<string, unknown>),
+  });
 
   return parsed;
 }
@@ -1469,10 +1478,13 @@ export const ingestItemFromPhotos = onDocumentWritten(
   {
     document: "users/{uid}/items/{itemId}",
     secrets: ["OPENAI_API_KEY"],
+    memory: "512MiB",
+    timeoutSeconds: 180,
   },
   async (event) => {
     const uid = String(event.params.uid ?? "");
     const itemId = String(event.params.itemId ?? "");
+    const uidHash = redactUid(uid);
     const before = event.data?.before.data() as ItemDoc | undefined;
     const after = event.data?.after.data() as ItemDoc | undefined;
     if (!after) return;
@@ -1496,7 +1508,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       draftState === "awaiting_confirmation" ||
       status === "awaiting_confirmation";
     logger.info("[INGEST_TRIGGER] item write received", {
-      uid,
+      uidHash,
       itemId,
       status: status || null,
       sourceType: sourceType || null,
@@ -1516,7 +1528,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
     });
     if (isCancelledOrDeleted) {
       logger.info("[INGEST_VALIDATE] skipping cancelled, deleted, or candidate item", {
-        uid,
+        uidHash,
         itemId,
         status,
         lifecycleStatus: lifecycleStatus || null,
@@ -1526,7 +1538,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
     }
     if (status === "processing" || status === "done") {
       logger.info("[INGEST_VALIDATE] skipping active or terminal status", {
-        uid,
+        uidHash,
         itemId,
         status,
         sourceType: sourceType || null,
@@ -1536,7 +1548,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
     }
     if (draftState === "awaiting_confirmation" || draftState === "cancelled") {
       logger.info("Skipping ingestion: awaiting user confirmation", {
-        uid,
+        uidHash,
         itemId,
         status,
         draftState: draftState || null,
@@ -1554,7 +1566,10 @@ export const ingestItemFromPhotos = onDocumentWritten(
               ingestion: {
                 status: "failed",
                 lastRunAt: FieldValue.serverTimestamp(),
-                error: { message: "Image URL is not safe to process." },
+                error: {
+                  code: "unsafe_image_url",
+                  message: "Image URL is not safe to process.",
+                },
               },
               updatedAt: Date.now(),
             },
@@ -1562,7 +1577,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
           );
       }
       logger.info("[INGEST_VALIDATE] skipping no photo URLs", {
-        uid,
+        uidHash,
         itemId,
         sourceType: sourceType || null,
         isSnapDoneDraft,
@@ -1650,7 +1665,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
         explicitRetryRequested);
 
     logger.info("[INGEST_VALIDATE] trigger decision", {
-      uid,
+      uidHash,
       itemId,
       beforeExists: !!before,
       beforeStatus: String(before?.ingestion?.status ?? "").trim() || null,
@@ -1681,7 +1696,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
 
     if (!shouldRun) {
       logger.info("[INGEST_VALIDATE] skipping conditions not met", {
-        uid,
+        uidHash,
         itemId,
         status: status ?? "missing",
         hasNewPhoto,
@@ -1706,7 +1721,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
     ).trim();
     if (latestStatus === "processing" || latestStatus === "done") {
       logger.info("[INGEST_VALIDATE] skipping latest state already active/terminal", {
-        uid,
+        uidHash,
         itemId,
         latestStatus,
       });
@@ -1720,7 +1735,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       logger.info(
         "[INGEST_VALIDATE] skipping latest source already processed for current hash",
         {
-          uid,
+          uidHash,
           itemId,
           currentSourceHash,
           latestProcessedSourceHash,
@@ -1733,7 +1748,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       logger.info(
         "[INGEST_VALIDATE] skipping cleanedFromHash already matches current source",
         {
-          uid,
+          uidHash,
           itemId,
           currentSourceHash,
         },
@@ -1741,9 +1756,36 @@ export const ingestItemFromPhotos = onDocumentWritten(
       return;
     }
 
+    try {
+      await assertFunctionRateLimit(uid, "imageIngestion", RATE_LIMITS.imageIngestion);
+    } catch (error) {
+      if (!isRateLimitError(error)) throw error;
+      logger.warn("[INGEST_RATE_LIMIT] image ingestion blocked", {
+        uidHash,
+        itemId,
+      });
+      await ref.set(
+        {
+          itemLifecycleStatus: "failed",
+          ingestionStatus: "failed",
+          ingestion: {
+            status: "failed",
+            lastRunAt: FieldValue.serverTimestamp(),
+            error: {
+              code: "rate_limit",
+              message: RATE_LIMIT_MESSAGE,
+            },
+          },
+          updatedAt: Date.now(),
+        },
+        { merge: true },
+      );
+      return;
+    }
+
     const runId = randomUUID();
     logger.info("[INGEST_START] transition to processing", {
-      uid,
+      uidHash,
       itemId,
       isSnapDoneDraft,
       from: status ?? "missing",
@@ -2106,7 +2148,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       }
 
       logger.info("Ingestion normalized output", {
-        uid,
+        uidHash,
         itemId,
         normalized: {
           category,
@@ -2118,13 +2160,14 @@ export const ingestItemFromPhotos = onDocumentWritten(
             colors: colorsConfidence,
             brand: brandConfidence,
           },
-          brand:
+          hasBrand: !!(
             hasUserBrandOverride || shouldPreserveLegacyManualBrand
-              ? (after.brand ?? null)
-              : brand,
+              ? after.brand
+              : brand
+          ),
           brandConfidence,
-          brandEvidence,
-          brandCandidates,
+          hasBrandEvidence: !!brandEvidence,
+          brandCandidateCount: brandCandidates.length,
           wearSlot: wearSlot(category),
           pattern,
           material,
@@ -2148,9 +2191,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
           occasionTags,
           seasonTags,
           aestheticTags,
-          crop: cropRect.normalized,
-          "photos.croppedUrl": croppedUrl,
-          "photos.thumbUrl": thumbUrl,
+          hasCrop: !!cropRect.normalized,
+          hasCroppedUrl: !!croppedUrl,
+          hasThumbUrl: !!thumbUrl,
           finalColors,
           ...(finalColorLabel ? { finalColorLabel } : {}),
           finalPrimaryColor,
@@ -2158,19 +2201,19 @@ export const ingestItemFromPhotos = onDocumentWritten(
           finalDisplayColors,
           detailTags,
           confidenceSummary,
-          generatedName: inferredName,
+          generatedNameLength: String(inferredName ?? "").length,
           backgroundRemovalMethod,
           colorSource: hasUserColorOverride ? "user" : "ai",
           formalityScore,
           warmthScore,
           aiDebug: {
-            brandEvidence,
-            brandCandidates,
-            aiColors,
-            aiPrimaryColor: aiPrimaryColor ? toTitleCase(aiPrimaryColor) : null,
-            aiColorLabel: safeAiColorLabel ?? null,
-            pixelColors,
-            pixelColorHex: pixelResult.pixelHex,
+            hasBrandEvidence: !!brandEvidence,
+            brandCandidateCount: brandCandidates.length,
+            aiColorCount: aiColors.length,
+            hasAiPrimaryColor: !!aiPrimaryColor,
+            hasAiColorLabel: !!safeAiColorLabel,
+            pixelColorCount: pixelColors.length,
+            hasPixelColorHex: !!pixelResult.pixelHex,
             colorConfidence,
             colorNeedsReview: persistedColorNeedsReview,
           },
@@ -2182,19 +2225,20 @@ export const ingestItemFromPhotos = onDocumentWritten(
       });
 
       logger.info("Ingestion final write payload", {
-        uid,
+        uidHash,
         itemId,
         finalWrite: {
           category,
           subCategory,
           type: itemType,
-          colors: finalColors,
-          detailTags,
-          brand:
+          colorCount: finalColors.length,
+          detailTagCount: detailTags.length,
+          hasBrand: !!(
             hasUserBrandOverride || shouldPreserveLegacyManualBrand
-              ? (after.brand ?? null)
-              : brand,
-          generatedName: inferredName,
+              ? after.brand
+              : brand
+          ),
+          generatedNameLength: String(inferredName ?? "").length,
           lastProcessedSourceHash: currentSourceHash,
           backgroundRemovalMethod,
         },
@@ -2203,7 +2247,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const latestBeforeDone = await ref.get();
       if (!latestBeforeDone.exists) {
         logger.warn("[INGEST_VALIDATE] skipping completion because item doc was hard-deleted", {
-          uid,
+          uidHash,
           itemId,
           runId,
         });
@@ -2225,7 +2269,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
         latestLifecycleStatus === "candidate"
       ) {
         logger.warn("[INGEST_VALIDATE] skipping completion because item was removed or is candidate-only", {
-          uid,
+          uidHash,
           itemId,
           runId,
           latestDraftState,
@@ -2235,7 +2279,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       }
       if (latestRunId && latestRunId !== runId) {
         logger.warn("Skipping stale ingestion completion write", {
-          uid,
+          uidHash,
           itemId,
           runId,
           latestRunId,
@@ -2500,7 +2544,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       );
 
       logger.info("[INGEST_SUCCESS] transition to done", {
-        uid,
+        uidHash,
         itemId,
         isSnapDoneDraft,
         finalizedDraft: isSnapDoneDraft,
@@ -2508,18 +2552,19 @@ export const ingestItemFromPhotos = onDocumentWritten(
         to: "done",
         category,
         subCategory,
-        colors: finalColors,
-        brand:
+        colorCount: finalColors.length,
+        hasBrand: !!(
           hasUserBrandOverride || shouldPreserveLegacyManualBrand
-            ? (after.brand ?? null)
-            : brand,
+            ? after.brand
+            : brand
+        ),
         processedSourceHash: currentSourceHash,
       });
     } catch (error) {
       const message =
         error instanceof Error ? error.message : "Unknown ingestion error";
       logger.error("[INGEST_ERROR] ingestion failed", {
-        uid,
+        uidHash,
         itemId,
         isSnapDoneDraft,
         error: message,
@@ -2528,7 +2573,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const latest = await ref.get();
       if (!latest.exists) {
         logger.warn("[INGEST_ERROR] skipping failure write because item doc was hard-deleted", {
-          uid,
+          uidHash,
           itemId,
           runId,
           error: message,
@@ -2545,7 +2590,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const latestLifecycleStatus = String(latest.get("itemLifecycleStatus") ?? "").trim().toLowerCase();
       if (latestStatus === "done") {
         logger.warn("[INGEST_ERROR] failure ignored because item is already done", {
-          uid,
+          uidHash,
           itemId,
           error: message,
         });
@@ -2553,7 +2598,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       }
       if (latestRunId && latestRunId !== runId) {
         logger.warn("[INGEST_ERROR] skipping stale failure write", {
-          uid,
+          uidHash,
           itemId,
           runId,
           latestRunId,
@@ -2568,7 +2613,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
         latestLifecycleStatus === "candidate"
       ) {
         logger.warn("[INGEST_ERROR] skipping failure write because item was removed or is candidate-only", {
-          uid,
+          uidHash,
           itemId,
           runId,
           latestDraftState,
@@ -2589,7 +2634,10 @@ export const ingestItemFromPhotos = onDocumentWritten(
             lastRunAt: FieldValue.serverTimestamp(),
             lastProcessedPhotoHash: photoHash,
             lastProcessedSourceHash: currentSourceHash,
-            error: { message },
+            error: {
+              code: "ingestion_failed",
+              message,
+            },
           },
         },
         { merge: true },
diff --git a/functions/src/outfitChatV1.ts b/functions/src/outfitChatV1.ts
index 4304d25..b1af742 100644
--- a/functions/src/outfitChatV1.ts
+++ b/functions/src/outfitChatV1.ts
@@ -29,6 +29,11 @@ import {
 } from "./shared/assistantMemory";
 import { loadCompactAuraMemoryContext } from "./shared/auraMemory";
 import { getOrRefreshWardrobeSummary } from "./shared/wardrobeSummary";
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
 
 if (!getApps().length) {
   initializeApp();
@@ -416,6 +421,8 @@ export const outfitChatV1 = onCall(
     if (!uid) {
       throw new HttpsError("unauthenticated", "Authentication required");
     }
+    await assertFunctionRateLimit(uid, "outfitGeneration", RATE_LIMITS.outfitGeneration);
+    const uidHash = redactUid(uid);
 
     const message = String(request.data?.message ?? "").trim();
     const incomingThreadId = String(request.data?.threadId ?? "").trim() || null;
@@ -474,14 +481,14 @@ export const outfitChatV1 = onCall(
     );
 
     logger.info("outfitChatV1 parsed action", {
-      uid,
+      uidHash,
       threadId,
       action: parsed.action,
       requestedOutfitCount: parsed.requestedOutfitCount,
       outfitCount: parsed.clampedOutfitCount,
-      constraints: mergedConstraints,
-      references: {...parsed.references, outfitId: resolvedOutfitId},
-      followup: parsed.followup,
+      constraintsKeys: Object.keys(mergedConstraints ?? {}),
+      hasResolvedOutfitId: !!resolvedOutfitId,
+      hasFollowup: !!parsed.followup,
       slotCounts,
     });
 
@@ -566,7 +573,7 @@ export const outfitChatV1 = onCall(
         });
 
         logger.info("outfitChatV1 slot counts", {
-          uid,
+          uidHash,
           threadId,
           eligible: generated.eligibleCount,
           ...generated.slotCounts,
@@ -659,7 +666,7 @@ export const outfitChatV1 = onCall(
     }, {merge: true});
 
     logger.info("outfitChatV1 completed", {
-      uid,
+      uidHash,
       threadId,
       action: parsed.action,
       outfitCount: outfits.length,
diff --git a/functions/src/previewProductLink.ts b/functions/src/previewProductLink.ts
index 8269cfa..d968018 100644
--- a/functions/src/previewProductLink.ts
+++ b/functions/src/previewProductLink.ts
@@ -6,6 +6,7 @@ import {
   BLOCKED_STORE_MESSAGE,
   ProductLinkError,
 } from "./shared/productLinkExtractor";
+import { requireOpenAiApiKey } from "./shared/env";
 import { type AuraCandidateItem } from "./shared/auraCandidatePreview";
 import {
   extractProductUrlMetadata,
@@ -21,6 +22,11 @@ import {
   isHmProductUrl,
   type AuraLinkPreview,
 } from "./shared/auraUrlCandidatePreview";
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
 import { redactUrlForLogs } from "./shared/safeFetch";
 
 function codeForError(
@@ -131,18 +137,19 @@ export const previewProductLink = onCall(
     if (!url) {
       throw new HttpsError("invalid-argument", "A product link is required.");
     }
+    await assertFunctionRateLimit(uid, "productLink", RATE_LIMITS.productLink);
 
     const rawClientPreview = clientLinkPreviewFromRequest(request.data?.linkPreview, url);
     const hmClientFallback =
       hmSanitizedClientPreview(rawClientPreview) ?? hmSingleImageClientPreview(rawClientPreview);
     const clientPreview = isHmProductUrl(url) ? null : rawClientPreview;
     const client = new OpenAI({
-      apiKey: process.env.OPENAI_API_KEY,
+      apiKey: requireOpenAiApiKey(),
     });
 
     try {
       logger.info("[LINK_PREVIEW] extracting product link", {
-        uid,
+        uidHash: redactUid(uid),
         url: redactUrlForLogs(url),
         hasClientLinkPreview: !!clientPreview,
         clientPreviewImageCount: clientPreview?.imageUrls?.length ?? 0,
@@ -157,7 +164,7 @@ export const previewProductLink = onCall(
             : fallbackLinkPreviewFromUrl(url));
         if (fallbackPreview) {
           logger.info("[LINK_PREVIEW] using AURA URL fallback after missing server image", {
-            uid,
+            uidHash: redactUid(uid),
             url: redactUrlForLogs(url),
             hasTitle: !!fallbackPreview.title,
             hasImageUrl: !!fallbackPreview.imageUrl,
@@ -185,7 +192,7 @@ export const previewProductLink = onCall(
       });
 
       logger.info("[LINK_PREVIEW] product link extracted", {
-        uid,
+        uidHash: redactUid(uid),
         domain: domainFromUrl(metadata.sourceUrl),
         imageExtractionSource: "aura_url_candidate",
         imageCandidateCount: built.rankedImageUrls.length || built.rawImageUrls.length,
@@ -204,7 +211,7 @@ export const previewProductLink = onCall(
       const fallbackPreview = clientPreview ?? hmClientFallback ?? fallbackLinkPreviewFromUrl(url);
       if (fallbackPreview) {
         logger.info("[LINK_PREVIEW] using AURA client preview fallback", {
-          uid,
+          uidHash: redactUid(uid),
           url: redactUrlForLogs(url),
           code: error instanceof ProductLinkError ? error.code : null,
           imageCount: fallbackPreview.imageUrls?.length ?? 0,
@@ -224,7 +231,7 @@ export const previewProductLink = onCall(
       }
       const message = messageForError(error);
       logger.error("[LINK_PREVIEW] extraction failed", {
-        uid,
+        uidHash: redactUid(uid),
         url: redactUrlForLogs(url),
         code: error instanceof ProductLinkError ? error.code : null,
         blockedStoreFallback: error instanceof ProductLinkError && error.code === "blocked_store",
diff --git a/functions/src/products/productCache.ts b/functions/src/products/productCache.ts
new file mode 100644
index 0000000..338b6dc
--- /dev/null
+++ b/functions/src/products/productCache.ts
@@ -0,0 +1,73 @@
+import { createHash } from "node:crypto";
+import { FieldValue, getFirestore } from "firebase-admin/firestore";
+
+import type { NormalizedSearchRequest, ProductOption } from "./types";
+
+type ProductSearchCacheDoc = {
+  key: string;
+  query: string;
+  products: ProductOption[];
+  provider: "serpapi";
+  createdAt: number;
+  expiresAt: number;
+};
+
+function stableJson(value: unknown): string {
+  if (Array.isArray(value)) return `[${value.map(stableJson).join(",")}]`;
+  if (value && typeof value === "object") {
+    return `{${Object.entries(value as Record<string, unknown>)
+      .sort(([a], [b]) => a.localeCompare(b))
+      .map(([key, entry]) => `${JSON.stringify(key)}:${stableJson(entry)}`)
+      .join(",")}}`;
+  }
+  return JSON.stringify(value);
+}
+
+export function buildProductSearchCacheKey(request: NormalizedSearchRequest) {
+  const payload = {
+    query: request.query,
+    category: request.category ?? null,
+    priceTiers: request.priceTiers.slice().sort(),
+    genderPresentation: request.genderPresentation,
+    country: request.country,
+    language: request.language,
+  };
+  return createHash("sha256").update(stableJson(payload)).digest("hex");
+}
+
+export async function getCachedProductSearch(key: string) {
+  const snapshot = await getFirestore().collection("productSearchCache").doc(key).get();
+  if (!snapshot.exists) return null;
+  const data = snapshot.data() as Partial<ProductSearchCacheDoc> | undefined;
+  const expiresAt = Number(data?.expiresAt ?? 0);
+  if (!Number.isFinite(expiresAt) || expiresAt <= Date.now()) return null;
+  return {
+    products: Array.isArray(data?.products) ? data.products : [],
+    provider: data?.provider === "serpapi" ? data.provider : "serpapi",
+  };
+}
+
+export async function setCachedProductSearch(params: {
+  key: string;
+  request: NormalizedSearchRequest;
+  products: ProductOption[];
+  ttlHours: number;
+}) {
+  const now = Date.now();
+  const ttlMs = Math.max(1, params.ttlHours) * 60 * 60 * 1000;
+  await getFirestore()
+    .collection("productSearchCache")
+    .doc(params.key)
+    .set(
+      {
+        key: params.key,
+        query: params.request.query,
+        products: params.products,
+        provider: "serpapi",
+        createdAt: now,
+        expiresAt: now + ttlMs,
+        updatedAt: FieldValue.serverTimestamp(),
+      },
+      { merge: true },
+    );
+}
diff --git a/functions/src/products/productNormalizer.ts b/functions/src/products/productNormalizer.ts
new file mode 100644
index 0000000..f5c5f0c
--- /dev/null
+++ b/functions/src/products/productNormalizer.ts
@@ -0,0 +1,171 @@
+import { createHash } from "node:crypto";
+
+import { isDirectMerchantUrl } from "../affiliate/affiliateLinks";
+import type { ProductCategory, ProductOption } from "./types";
+
+export type RawSerpProduct = {
+  title?: unknown;
+  source?: unknown;
+  name?: unknown;
+  merchant?: unknown;
+  extracted_price?: unknown;
+  price?: unknown;
+  currency?: unknown;
+  thumbnail?: unknown;
+  serpapi_thumbnail?: unknown;
+  rating?: unknown;
+  reviews?: unknown;
+  link?: unknown;
+  product_link?: unknown;
+  serpapi_product_api?: unknown;
+  serpapi_immersive_product_api?: unknown;
+  immersive_product_page_token?: unknown;
+  position?: unknown;
+};
+
+const KNOWN_BRANDS = [
+  "Nike",
+  "Adidas",
+  "New Balance",
+  "Converse",
+  "Vans",
+  "Levi's",
+  "Uniqlo",
+  "Zara",
+  "H&M",
+  "Gap",
+  "Banana Republic",
+  "J.Crew",
+  "COS",
+  "Mango",
+  "Nordstrom",
+  "Everlane",
+  "Abercrombie",
+  "ASOS",
+  "SSENSE",
+  "Farfetch",
+];
+
+function stripControlCharacters(value: string) {
+  return value
+    .split("")
+    .filter((char) => {
+      const code = char.charCodeAt(0);
+      return code > 31 && code !== 127;
+    })
+    .join("");
+}
+
+function clean(value: unknown, max = 180) {
+  return stripControlCharacters(String(value ?? ""))
+    .replace(/\s+/g, " ")
+    .trim()
+    .slice(0, max);
+}
+
+function numeric(value: unknown) {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  const raw = clean(value, 80);
+  if (!raw) return null;
+  const match = raw.match(/\d+(?:[,.]\d{3})*(?:[.,]\d{1,2})?|\d+/);
+  if (!match) return null;
+  const normalized = match[0].replace(/,/g, "");
+  const parsed = Number(normalized);
+  return Number.isFinite(parsed) && parsed > 0 ? Math.round(parsed * 100) / 100 : null;
+}
+
+function integer(value: unknown) {
+  if (typeof value === "number" && Number.isFinite(value)) return Math.max(0, Math.round(value));
+  const parsed = Number(clean(value, 40).replace(/[^0-9]/g, ""));
+  return Number.isFinite(parsed) && parsed >= 0 ? parsed : undefined;
+}
+
+function inferCurrency(rawPrice: unknown, rawCurrency: unknown) {
+  const explicit = clean(rawCurrency, 8).toUpperCase();
+  if (/^[A-Z]{3}$/.test(explicit)) return explicit;
+  const text = clean(rawPrice, 80);
+  if (text.includes("$")) return "USD";
+  if (text.includes("£")) return "GBP";
+  if (text.includes("€")) return "EUR";
+  return "USD";
+}
+
+function inferTier(price: number | undefined, category?: ProductCategory): ProductOption["tier"] {
+  if (typeof price !== "number") return "mid";
+  if (category === "accessories") {
+    if (price < 50) return "budget";
+    if (price <= 160) return "mid";
+    return "premium";
+  }
+  if (category === "footwear") {
+    if (price < 80) return "budget";
+    if (price <= 180) return "mid";
+    return "premium";
+  }
+  if (price < 75) return "budget";
+  if (price <= 200) return "mid";
+  return "premium";
+}
+
+function directUrlFromRaw(raw: RawSerpProduct) {
+  const candidates = [raw.link, raw.product_link].map((value) => clean(value, 1000));
+  return candidates.find((url) => isDirectMerchantUrl(url)) ?? "";
+}
+
+function imageUrlFromRaw(raw: RawSerpProduct) {
+  const thumbnail = clean(raw.thumbnail, 1000);
+  if (/^https?:\/\//i.test(thumbnail)) return thumbnail;
+  const serpapiThumbnail = clean(raw.serpapi_thumbnail, 1000);
+  return /^https?:\/\//i.test(serpapiThumbnail) ? serpapiThumbnail : undefined;
+}
+
+function inferBrand(title: string, merchant: string) {
+  const lowerTitle = title.toLowerCase();
+  const matched = KNOWN_BRANDS.find((brand) => lowerTitle.includes(brand.toLowerCase()));
+  if (matched) return matched;
+  return merchant || "Retailer";
+}
+
+function productId(productUrl: string, title: string, merchant: string) {
+  return `live-${createHash("sha256")
+    .update(`${productUrl}|${title}|${merchant}`)
+    .digest("hex")
+    .slice(0, 18)}`;
+}
+
+export function normalizeSerpApiProduct(
+  raw: RawSerpProduct,
+  category?: ProductCategory,
+): ProductOption | null {
+  const title = clean(raw.title, 220);
+  const merchant = clean(raw.source ?? raw.merchant ?? raw.name, 120);
+  const productUrl = directUrlFromRaw(raw);
+  const affiliateEligible = isDirectMerchantUrl(productUrl);
+
+  if (!title || !merchant) return null;
+  if (!productUrl) return null;
+
+  const price = numeric(raw.extracted_price) ?? numeric(raw.price) ?? undefined;
+  const currency = price ? inferCurrency(raw.price, raw.currency) : undefined;
+  const rating = numeric(raw.rating) ?? undefined;
+  const reviews = integer(raw.reviews);
+  const imageUrl = imageUrlFromRaw(raw);
+  const tier = inferTier(price, category);
+
+  return {
+    id: productId(productUrl, title, merchant),
+    title,
+    brand: inferBrand(title, merchant),
+    merchant,
+    price,
+    currency,
+    imageUrl,
+    productUrl,
+    tier,
+    source: "live",
+    affiliateEligible,
+    rating,
+    reviews,
+    lastUpdatedAt: new Date().toISOString(),
+  };
+}
diff --git a/functions/src/products/productRanking.ts b/functions/src/products/productRanking.ts
new file mode 100644
index 0000000..27c34d2
--- /dev/null
+++ b/functions/src/products/productRanking.ts
@@ -0,0 +1,146 @@
+import type { NormalizedSearchRequest, ProductOption, ProductTier } from "./types";
+
+const BLOCKED_RE =
+  /\b(kids?|toddler|baby|costume|cosplay|doll|toy|sewing pattern|wholesale|replica|fake|dupe|used|pre-owned|preowned|refurbished|ebay|poshmark|mercari)\b/i;
+
+const KNOWN_FASHION_MERCHANTS = [
+  "Nike",
+  "Adidas",
+  "Nordstrom",
+  "Macy's",
+  "H&M",
+  "Zara",
+  "ASOS",
+  "SSENSE",
+  "Farfetch",
+  "Net-a-Porter",
+  "Bloomingdale's",
+  "Uniqlo",
+  "Abercrombie",
+  "Urban Outfitters",
+  "Revolve",
+  "END Clothing",
+  "Gap",
+  "Banana Republic",
+  "J.Crew",
+  "COS",
+  "Mango",
+];
+
+const CATEGORY_TERMS: Record<NonNullable<NormalizedSearchRequest["category"]>, string[]> = {
+  tops: ["shirt", "tee", "t-shirt", "top", "polo", "sweater", "blouse", "oxford"],
+  bottoms: ["trouser", "pant", "jean", "chino", "skirt", "short"],
+  footwear: ["sneaker", "shoe", "boot", "loafer", "sandal"],
+  outerwear: ["jacket", "coat", "blazer", "bomber", "overshirt", "outerwear"],
+  accessories: ["belt", "watch", "bag", "hat", "cap", "sunglasses", "scarf"],
+};
+
+function clean(value: unknown) {
+  return String(value ?? "")
+    .trim()
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/[^a-z0-9\s'-]+/g, " ")
+    .replace(/\s+/g, " ");
+}
+
+function tokens(value: string) {
+  return clean(value).split(/\s+/).filter((token) => token.length > 2);
+}
+
+function merchantKnown(merchant: string) {
+  const cleanMerchant = clean(merchant);
+  return KNOWN_FASHION_MERCHANTS.some((known) => cleanMerchant.includes(clean(known)));
+}
+
+function hasAny(text: string, values: string[]) {
+  const cleanText = clean(text);
+  return values.some((value) => cleanText.includes(clean(value)));
+}
+
+function titleWordScore(title: string, itemType: string) {
+  const titleText = clean(title);
+  const itemTokens = tokens(itemType);
+  if (!itemTokens.length) return 0;
+  return itemTokens.reduce((score, token) => score + (titleText.includes(token) ? 6 : 0), 0);
+}
+
+function priceTierScore(productTier: ProductTier, request: NormalizedSearchRequest) {
+  if (request.budgetPreference && productTier === request.budgetPreference) return 12;
+  if (request.priceTiers.includes(productTier)) return 8;
+  return -2;
+}
+
+function scoreProduct(product: ProductOption, request: NormalizedSearchRequest) {
+  const title = clean(product.title);
+  const merchant = clean(product.merchant);
+  const badText = `${title} ${merchant}`;
+  if (BLOCKED_RE.test(badText)) return -999;
+
+  let score = 0;
+  if (product.affiliateEligible) score += 14;
+  if (product.imageUrl) score += 10;
+  if (typeof product.price === "number") score += 9;
+  score += titleWordScore(product.title, request.itemType);
+  if (request.preferredColors.some((color) => title.includes(clean(color)))) score += 8;
+  if (request.category && hasAny(product.title, CATEGORY_TERMS[request.category])) score += 9;
+  if (request.styleTags.some((tag) => title.includes(clean(tag)))) score += 4;
+  if (merchantKnown(product.merchant)) score += 9;
+  if (typeof product.rating === "number" && product.rating >= 4) score += 4;
+  if (typeof product.reviews === "number" && product.reviews > 20) score += 3;
+  score += priceTierScore(product.tier, request);
+  if (!product.productUrl) score -= 50;
+  if (!titleWordScore(product.title, request.itemType)) score -= 8;
+  return score;
+}
+
+function diversifyByTier(products: ProductOption[], maxResults: number) {
+  const selected: ProductOption[] = [];
+  const seenMerchants = new Set<string>();
+  const tiers: ProductTier[] = ["budget", "mid", "premium"];
+
+  for (const tier of tiers) {
+    if (selected.length >= maxResults) break;
+    const candidate = products.find((product) => {
+      const merchant = clean(product.merchant);
+      return product.tier === tier && !selected.includes(product) && !seenMerchants.has(merchant);
+    });
+    if (!candidate) continue;
+    selected.push(candidate);
+    seenMerchants.add(clean(candidate.merchant));
+  }
+
+  for (const product of products) {
+    if (selected.length >= maxResults) break;
+    const merchant = clean(product.merchant);
+    if (selected.includes(product) || seenMerchants.has(merchant)) continue;
+    selected.push(product);
+    seenMerchants.add(merchant);
+  }
+
+  for (const product of products) {
+    if (selected.length >= maxResults) break;
+    if (!selected.includes(product)) selected.push(product);
+  }
+
+  return selected;
+}
+
+export function rankAndFilterProducts(
+  products: ProductOption[],
+  request: NormalizedSearchRequest,
+) {
+  const scored = products
+    .map((product) => ({
+      product,
+      score: scoreProduct(product, request),
+    }))
+    .filter((entry) => entry.score >= 30)
+    .sort((a, b) => b.score - a.score)
+    .map((entry) => ({
+      ...entry.product,
+      confidenceScore: Math.max(0, Math.min(100, Math.round(entry.score))),
+    }));
+
+  return diversifyByTier(scored, request.maxResults);
+}
diff --git a/functions/src/products/searchLiveProducts.ts b/functions/src/products/searchLiveProducts.ts
new file mode 100644
index 0000000..5acbc98
--- /dev/null
+++ b/functions/src/products/searchLiveProducts.ts
@@ -0,0 +1,267 @@
+import { FieldValue, getFirestore } from "firebase-admin/firestore";
+import { logger } from "firebase-functions/v2";
+import { HttpsError, onCall } from "firebase-functions/v2/https";
+
+import { buildAffiliateUrl } from "../affiliate/affiliateLinks";
+import {
+  buildProductSearchCacheKey,
+  getCachedProductSearch,
+  setCachedProductSearch,
+} from "./productCache";
+import { rankAndFilterProducts } from "./productRanking";
+import { searchSerpApiProducts } from "./serpApiProvider";
+import type {
+  NormalizedSearchRequest,
+  ProductCategory,
+  ProductSourceScreen,
+  ProductTier,
+  SearchLiveProductsRequest,
+  SearchLiveProductsResponse,
+} from "./types";
+
+const PRODUCT_CATEGORIES: ProductCategory[] = [
+  "tops",
+  "bottoms",
+  "footwear",
+  "outerwear",
+  "accessories",
+];
+const PRODUCT_TIERS: ProductTier[] = ["budget", "mid", "premium"];
+const SOURCE_SCREENS: ProductSourceScreen[] = ["home", "insights", "aura_chat", "outfit_card"];
+const GENDER_PRESENTATIONS: NormalizedSearchRequest["genderPresentation"][] = [
+  "mens",
+  "womens",
+  "unisex",
+];
+
+function envString(key: string, fallback: string) {
+  const value = String(process.env[key] ?? "").trim();
+  return value || fallback;
+}
+
+function envNumber(key: string, fallback: number, min: number, max: number) {
+  const parsed = Number(process.env[key]);
+  if (!Number.isFinite(parsed)) return fallback;
+  return Math.max(min, Math.min(max, Math.round(parsed)));
+}
+
+function productSearchEnabled() {
+  return String(process.env.PRODUCT_SEARCH_ENABLED ?? "").trim().toLowerCase() === "true";
+}
+
+function stripControlCharacters(value: string) {
+  return value
+    .split("")
+    .filter((char) => {
+      const code = char.charCodeAt(0);
+      return code > 31 && code !== 127;
+    })
+    .join("");
+}
+
+function sanitizeText(value: unknown, max = 80) {
+  return stripControlCharacters(String(value ?? ""))
+    .replace(/https?:\/\/\S+/gi, "")
+    .replace(/[^a-zA-Z0-9\s'&.-]+/g, " ")
+    .replace(/\s+/g, " ")
+    .trim()
+    .slice(0, max);
+}
+
+function normalizeList(values: unknown, maxItems: number, maxLength: number) {
+  if (!Array.isArray(values)) return [];
+  const seen = new Set<string>();
+  const out: string[] = [];
+  values.forEach((value) => {
+    const next = sanitizeText(value, maxLength).toLowerCase();
+    if (!next || seen.has(next)) return;
+    seen.add(next);
+    out.push(next);
+  });
+  return out.slice(0, maxItems);
+}
+
+function normalizeEnum<T extends string>(value: unknown, allowed: readonly T[]) {
+  const text = String(value ?? "").trim().toLowerCase();
+  return allowed.includes(text as T) ? (text as T) : undefined;
+}
+
+function categoryHint(category?: ProductCategory) {
+  if (category === "footwear") return "shoes";
+  if (category === "outerwear") return "jacket";
+  if (category === "bottoms") return "pants";
+  if (category === "tops") return "shirt";
+  if (category === "accessories") return "accessory";
+  return "";
+}
+
+function buildSearchQuery(request: {
+  itemType: string;
+  category?: ProductCategory;
+  preferredColors: string[];
+  styleTags: string[];
+  genderPresentation: NormalizedSearchRequest["genderPresentation"];
+}) {
+  const itemLower = request.itemType.toLowerCase();
+  const color = request.preferredColors.find((entry) => !itemLower.includes(entry.toLowerCase()));
+  const styleTerms = request.styleTags
+    .filter((tag) => !/shopping|outfit|closet|wardrobe|piece|base/i.test(tag))
+    .slice(0, 2);
+  const gender = request.genderPresentation === "unisex" ? "unisex" : request.genderPresentation;
+  const category = categoryHint(request.category);
+  const suffix = request.category === "accessories" ? "fashion" : "clothing fashion";
+  return [color, request.itemType, ...styleTerms, gender, category, suffix]
+    .filter(Boolean)
+    .join(" ")
+    .replace(/\s+/g, " ")
+    .trim()
+    .slice(0, 140);
+}
+
+function normalizeRequest(data: unknown): NormalizedSearchRequest {
+  const raw = (data ?? {}) as Partial<SearchLiveProductsRequest>;
+  const itemType = sanitizeText(raw.itemType, 80);
+  if (!itemType) {
+    throw new HttpsError("invalid-argument", "A wardrobe suggestion item type is required.");
+  }
+
+  const category = normalizeEnum(raw.category, PRODUCT_CATEGORIES);
+  const priceTiers = normalizeList(raw.priceTiers, 3, 12)
+    .map((tier) => normalizeEnum(tier, PRODUCT_TIERS))
+    .filter((tier): tier is ProductTier => !!tier);
+  const genderPresentation =
+    normalizeEnum(raw.genderPresentation, GENDER_PRESENTATIONS) ?? "unisex";
+  const preferredColors = normalizeList(raw.preferredColors, 3, 24);
+  const styleTags = normalizeList(raw.styleTags, 3, 28);
+  const maxResults = Math.max(
+    1,
+    Math.min(
+      envNumber("MAX_LIVE_SEARCH_RESULTS", 3, 1, 6),
+      typeof raw.maxResults === "number" && Number.isFinite(raw.maxResults)
+        ? Math.round(raw.maxResults)
+        : 3,
+    ),
+  );
+  const normalized = {
+    itemType,
+    category,
+    styleTags,
+    preferredColors,
+    priceTiers: priceTiers.length ? priceTiers : PRODUCT_TIERS,
+    budgetPreference: normalizeEnum(raw.budgetPreference, PRODUCT_TIERS),
+    genderPresentation,
+    sourceScreen: normalizeEnum(raw.sourceScreen, SOURCE_SCREENS),
+    maxResults,
+    country: envString("PRODUCT_SEARCH_COUNTRY", "us").toLowerCase().slice(0, 2) || "us",
+    language: envString("PRODUCT_SEARCH_LANGUAGE", "en").toLowerCase().slice(0, 5) || "en",
+  };
+
+  return {
+    ...normalized,
+    query: buildSearchQuery(normalized),
+  };
+}
+
+function todayUsageDocId() {
+  const now = new Date();
+  return `productSearch_${now.getUTCFullYear()}_${String(now.getUTCMonth() + 1).padStart(2, "0")}_${String(now.getUTCDate()).padStart(2, "0")}`;
+}
+
+async function assertDailyRateLimit(uid: string) {
+  const limit = envNumber("PRODUCT_SEARCH_DAILY_LIMIT", 20, 1, 1000);
+  const ref = getFirestore()
+    .collection("users")
+    .doc(uid)
+    .collection("usage")
+    .doc(todayUsageDocId());
+
+  await getFirestore().runTransaction(async (transaction) => {
+    const snapshot = await transaction.get(ref);
+    const count = Number(snapshot.data()?.count ?? 0);
+    if (count >= limit) {
+      throw new HttpsError("resource-exhausted", "Live product search limit reached for today.");
+    }
+    transaction.set(
+      ref,
+      {
+        count: count + 1,
+        updatedAt: FieldValue.serverTimestamp(),
+      },
+      { merge: true },
+    );
+  });
+}
+
+function emptyResponse(cacheHit = false): SearchLiveProductsResponse {
+  return {
+    ok: true,
+    products: [],
+    provider: "serpapi",
+    cacheHit,
+  };
+}
+
+export const searchLiveProducts = onCall(
+  async (request): Promise<SearchLiveProductsResponse> => {
+    const uid = request.auth?.uid;
+    if (!uid) {
+      throw new HttpsError("unauthenticated", "Please sign in first.");
+    }
+
+    const provider = envString("PRODUCT_SEARCH_PROVIDER", "serpapi").toLowerCase();
+    const normalized = normalizeRequest(request.data);
+    if (!productSearchEnabled() || provider !== "serpapi") {
+      return {
+        ...emptyResponse(false),
+        disabled: true,
+      };
+    }
+
+    const cacheKey = buildProductSearchCacheKey(normalized);
+    const cached = await getCachedProductSearch(cacheKey);
+    if (cached) {
+      return {
+        ok: true,
+        products: cached.products.slice(0, normalized.maxResults),
+        provider: "serpapi",
+        cacheHit: true,
+      };
+    }
+
+    await assertDailyRateLimit(uid);
+
+    try {
+      const rawProducts = await searchSerpApiProducts(normalized);
+      const ranked = rankAndFilterProducts(rawProducts, normalized)
+        .slice(0, normalized.maxResults)
+        .map((product) => ({
+          ...product,
+          affiliateUrl: product.affiliateEligible
+            ? buildAffiliateUrl(product.productUrl)
+            : product.productUrl,
+        }));
+
+      await setCachedProductSearch({
+        key: cacheKey,
+        request: normalized,
+        products: ranked,
+        ttlHours: envNumber("PRODUCT_SEARCH_CACHE_TTL_HOURS", 24, 1, 168),
+      });
+
+      return {
+        ok: true,
+        products: ranked,
+        provider: "serpapi",
+        cacheHit: false,
+      };
+    } catch (error) {
+      logger.warn("[PRODUCT_SEARCH] live provider failed", {
+        itemTypeLength: normalized.itemType.length,
+        category: normalized.category ?? null,
+        sourceScreen: normalized.sourceScreen ?? null,
+        code: error instanceof Error ? error.message : "unknown",
+      });
+      throw new HttpsError("unavailable", "Live product search is unavailable right now.");
+    }
+  },
+);
diff --git a/functions/src/products/serpApiProvider.ts b/functions/src/products/serpApiProvider.ts
new file mode 100644
index 0000000..975fde7
--- /dev/null
+++ b/functions/src/products/serpApiProvider.ts
@@ -0,0 +1,150 @@
+import { logger } from "firebase-functions/v2";
+
+import {
+  normalizeSerpApiProduct,
+  type RawSerpProduct,
+} from "./productNormalizer";
+import type { NormalizedSearchRequest, ProductOption } from "./types";
+
+type SerpShoppingResponse = {
+  shopping_results?: RawSerpProduct[];
+  error?: string;
+};
+
+type SerpImmersiveResponse = {
+  product_results?: {
+    stores?: RawSerpProduct[];
+  };
+  error?: string;
+};
+
+const SERPAPI_TIMEOUT_MS = 9000;
+
+function envString(key: string, fallback = "") {
+  const value = String(process.env[key] ?? "").trim();
+  return value || fallback;
+}
+
+async function fetchJson<T>(url: URL) {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), SERPAPI_TIMEOUT_MS);
+  try {
+    const response = await fetch(url.toString(), {
+      method: "GET",
+      signal: controller.signal,
+    });
+    if (!response.ok) {
+      throw new Error(`provider_http_${response.status}`);
+    }
+    return (await response.json()) as T;
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
+function shoppingUrl(request: NormalizedSearchRequest, apiKey: string) {
+  const url = new URL("https://serpapi.com/search.json");
+  url.searchParams.set("engine", "google_shopping");
+  url.searchParams.set("q", request.query);
+  url.searchParams.set("gl", request.country);
+  url.searchParams.set("hl", request.language);
+  url.searchParams.set("api_key", apiKey);
+  return url;
+}
+
+function immersiveUrl(token: string, request: NormalizedSearchRequest, apiKey: string) {
+  const url = new URL("https://serpapi.com/search.json");
+  url.searchParams.set("engine", "google_immersive_product");
+  url.searchParams.set("page_token", token);
+  url.searchParams.set("more_stores", "true");
+  url.searchParams.set("gl", request.country);
+  url.searchParams.set("hl", request.language);
+  url.searchParams.set("api_key", apiKey);
+  return url;
+}
+
+function immersiveToken(raw: RawSerpProduct) {
+  const directToken = String(raw.immersive_product_page_token ?? "").trim();
+  if (directToken) return directToken;
+  const apiUrl = String(raw.serpapi_immersive_product_api ?? raw.serpapi_product_api ?? "").trim();
+  if (!apiUrl) return "";
+  try {
+    return new URL(apiUrl).searchParams.get("page_token") ?? "";
+  } catch {
+    return "";
+  }
+}
+
+async function fetchImmersiveStores(
+  raw: RawSerpProduct,
+  request: NormalizedSearchRequest,
+  apiKey: string,
+) {
+  const token = immersiveToken(raw);
+  if (!token) return [];
+  try {
+    const data = await fetchJson<SerpImmersiveResponse>(immersiveUrl(token, request, apiKey));
+    const stores = data.product_results?.stores ?? [];
+    const fallbackTitle = String(raw.title ?? "").trim();
+    return stores
+      .map((store) =>
+        normalizeSerpApiProduct(
+          {
+            ...store,
+            title: store.title ?? fallbackTitle,
+            source: store.source ?? store.merchant ?? store.name,
+          },
+          request.category,
+        ),
+      )
+      .filter((product): product is ProductOption => !!product);
+  } catch (error) {
+    logger.info("[PRODUCT_SEARCH] immersive lookup skipped", {
+      code: error instanceof Error ? error.message : "unknown",
+    });
+    return [];
+  }
+}
+
+function dedupeProducts(products: ProductOption[]) {
+  const seen = new Set<string>();
+  return products.filter((product) => {
+    const key = `${product.productUrl}|${product.title}`.toLowerCase();
+    if (seen.has(key)) return false;
+    seen.add(key);
+    return true;
+  });
+}
+
+export async function searchSerpApiProducts(
+  request: NormalizedSearchRequest,
+): Promise<ProductOption[]> {
+  const apiKey = envString("SERPAPI_API_KEY");
+  if (!apiKey) {
+    throw new Error("serpapi_key_missing");
+  }
+
+  const data = await fetchJson<SerpShoppingResponse>(shoppingUrl(request, apiKey));
+  if (data.error) {
+    throw new Error("serpapi_error");
+  }
+
+  const shoppingResults = (data.shopping_results ?? []).slice(0, 20);
+  const directProducts = shoppingResults
+    .map((raw) => normalizeSerpApiProduct(raw, request.category))
+    .filter((product): product is ProductOption => !!product);
+
+  const immersiveProducts: ProductOption[] = [];
+  if (directProducts.length < request.maxResults) {
+    const immersiveCandidates = shoppingResults
+      .filter((raw) => !normalizeSerpApiProduct(raw, request.category))
+      .slice(0, 4);
+    for (const raw of immersiveCandidates) {
+      const stores = await fetchImmersiveStores(raw, request, apiKey);
+      immersiveProducts.push(...stores);
+      if (directProducts.length + immersiveProducts.length >= request.maxResults * 2) break;
+    }
+  }
+
+  return dedupeProducts([...directProducts, ...immersiveProducts]);
+}
diff --git a/functions/src/products/types.ts b/functions/src/products/types.ts
new file mode 100644
index 0000000..ffffe09
--- /dev/null
+++ b/functions/src/products/types.ts
@@ -0,0 +1,67 @@
+export type ProductCategory =
+  | "tops"
+  | "bottoms"
+  | "footwear"
+  | "outerwear"
+  | "accessories";
+
+export type ProductTier = "budget" | "mid" | "premium";
+
+export type ProductSourceScreen = "home" | "insights" | "aura_chat" | "outfit_card";
+
+export type SearchLiveProductsRequest = {
+  itemType: string;
+  category?: ProductCategory;
+  styleTags?: string[];
+  preferredColors?: string[];
+  priceTiers?: ProductTier[];
+  budgetPreference?: ProductTier;
+  genderPresentation?: "mens" | "womens" | "unisex";
+  sourceScreen?: ProductSourceScreen;
+  maxResults?: number;
+};
+
+export type ProductOption = {
+  id: string;
+  title: string;
+  brand: string;
+  merchant: string;
+  price?: number;
+  currency?: string;
+  imageUrl?: string;
+  productUrl: string;
+  affiliateUrl?: string;
+  tier: ProductTier;
+  source: "live" | "curated";
+  affiliateEligible: boolean;
+  rating?: number;
+  reviews?: number;
+  confidenceScore?: number;
+  lastUpdatedAt?: string;
+};
+
+export type LiveProductProviderResult = {
+  products: ProductOption[];
+  provider: "serpapi";
+  cacheHit?: boolean;
+};
+
+export type SearchLiveProductsResponse = LiveProductProviderResult & {
+  ok: boolean;
+  disabled?: boolean;
+};
+
+export type NormalizedSearchRequest = {
+  itemType: string;
+  query: string;
+  category?: ProductCategory;
+  styleTags: string[];
+  preferredColors: string[];
+  priceTiers: ProductTier[];
+  budgetPreference?: ProductTier;
+  genderPresentation: "mens" | "womens" | "unisex";
+  sourceScreen?: ProductSourceScreen;
+  maxResults: number;
+  country: string;
+  language: string;
+};
diff --git a/functions/src/shared/auraConcreteLook.ts b/functions/src/shared/auraConcreteLook.ts
new file mode 100644
index 0000000..ada0e7a
--- /dev/null
+++ b/functions/src/shared/auraConcreteLook.ts
@@ -0,0 +1,400 @@
+import {
+  generateOutfitCandidates,
+  normalizeParsedIntent,
+  type Slot,
+  type WardrobeItem,
+} from "./outfitEngine";
+import {
+  itemText,
+  roleForStylingItem,
+  type StylingItem,
+} from "./styling/types";
+
+type AuraLookPieceRole = "top" | "bottom" | "shoes" | "outerwear" | "accessory";
+
+type AuraLookPiece = {
+  role: AuraLookPieceRole;
+  itemName: string;
+  source: "closet" | "suggested";
+  itemId: string | null;
+  imageUrl: string | null;
+};
+
+type AuraConcreteLook = {
+  id?: string | null;
+  lookTitle: string;
+  vibe: string;
+  shortExplanation: string;
+  stylingNote: string;
+  personalizationLabel?: string;
+  personalizationNote?: string;
+  pieces: AuraLookPiece[];
+  fromCloset: string[];
+  addToComplete: string[];
+  alternates: string[];
+  actions: (
+    "saveLook" | "planForToday" | "likeLook" | "notMyVibe" | "showMoreLikeThis" | "lessLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
+  )[];
+};
+
+type AuraConcreteResponse = {
+  reply?: string;
+  outfitItems?: string[];
+  ownedPieces?: string[];
+  recommendedAdditions?: string[];
+  missingPieces?: string[];
+  upgradeSuggestions?: string[];
+  swapSuggestion?: string;
+};
+
+type ClosetRecord = StylingItem & WardrobeItem & {
+  id: string;
+  photoUrl?: string | null;
+  images?: {
+    originalUrl?: string | null;
+    cleanedUrl?: string | null;
+    isPrimary?: boolean;
+  }[] | null;
+  photos?: {
+    cleanedPhotoUrl?: string | null;
+    cleanedUrl?: string | null;
+    primaryUrl?: string | null;
+    thumbUrl?: string | null;
+    cleanedThumbUrl?: string | null;
+    croppedUrl?: string | null;
+    urls?: string[];
+  } | null;
+  createdAt?: number | { toMillis?: () => number } | null;
+  updatedAt?: number | { toMillis?: () => number } | null;
+};
+
+const CONCRETE_OUTFIT_INTENT_RE =
+  /\b(suggest|recommend|build|make|create|pull|put together|plan|style|dress)\b[\s\S]{0,80}\b(outfit|look|fit)\b|\bwhat should i wear\b|\boutfit for\b|\bfit for\b|\bstyle this\b|\bstyle it\b|\bmake it (?:dressier|more casual|better|warmer|cooler|sharper)\b|\bhow (?:do|should|would|can) i style\b/i;
+
+const LIST_HEADER_RE =
+  /^(quick take|why it works|how to wear it|swap|swap \/ add|styling note|keep|what works|what weakens it|fix|score|best option|outfit|top priorities|next move|avoid|best with|outfit ideas)\s*:?$/i;
+
+const STOP_TOKENS = new Set([
+  "a",
+  "an",
+  "and",
+  "the",
+  "this",
+  "that",
+  "with",
+  "your",
+  "from",
+  "closet",
+  "wardrobe",
+  "wear",
+  "pair",
+  "keep",
+  "add",
+]);
+
+function clean(value: unknown) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function normalized(value: unknown) {
+  return clean(value).toLowerCase().replace(/[^a-z0-9]+/g, " ").trim();
+}
+
+function uniqueStrings(values: (string | null | undefined)[], max = 16) {
+  const seen = new Set<string>();
+  const out: string[] = [];
+  for (const value of values) {
+    const next = clean(value);
+    const key = normalized(next);
+    if (!next || !key || seen.has(key)) continue;
+    seen.add(key);
+    out.push(next);
+    if (out.length >= max) break;
+  }
+  return out;
+}
+
+function tokenList(value: unknown) {
+  return normalized(value)
+    .split(" ")
+    .filter((token) => token.length > 1 && !STOP_TOKENS.has(token));
+}
+
+function mapRole(role: ReturnType<typeof roleForStylingItem>): AuraLookPieceRole | null {
+  if (role === "top" || role === "one_piece") return "top";
+  if (role === "bottom") return "bottom";
+  if (role === "footwear") return "shoes";
+  if (role === "outerwear") return "outerwear";
+  if (role === "accessory") return "accessory";
+  return null;
+}
+
+function slotForItem(item: ClosetRecord): Slot | null {
+  const role = roleForStylingItem(item);
+  if (role === "footwear") return "footwear";
+  if (role === "top" || role === "bottom" || role === "outerwear" || role === "accessory") return role;
+  return null;
+}
+
+function itemLabel(item: ClosetRecord) {
+  return (
+    clean(item.name) ||
+    clean(item.subCategory) ||
+    clean(item.type) ||
+    clean(item.category) ||
+    "Wardrobe piece"
+  );
+}
+
+function itemImageUrl(item: ClosetRecord) {
+  return (
+    clean(item.images?.find((image) => image?.isPrimary)?.cleanedUrl) ||
+    clean(item.images?.find((image) => image?.isPrimary)?.originalUrl) ||
+    clean(item.images?.[0]?.cleanedUrl) ||
+    clean(item.images?.[0]?.originalUrl) ||
+    clean(item.photos?.cleanedPhotoUrl) ||
+    clean(item.photos?.cleanedUrl) ||
+    clean(item.photos?.primaryUrl) ||
+    clean(item.photos?.cleanedThumbUrl) ||
+    clean(item.photos?.thumbUrl) ||
+    clean(item.photos?.croppedUrl) ||
+    clean(item.photos?.urls?.[0]) ||
+    clean(item.photoUrl) ||
+    null
+  );
+}
+
+function pieceFromItem(item: ClosetRecord): AuraLookPiece | null {
+  const role = mapRole(roleForStylingItem(item));
+  if (!role) return null;
+  return {
+    role,
+    itemName: itemLabel(item),
+    source: "closet",
+    itemId: item.id,
+    imageUrl: itemImageUrl(item),
+  };
+}
+
+function matchScore(item: ClosetRecord, label: string) {
+  const target = normalized(label);
+  if (target.length < 3) return 0;
+  const name = normalized(item.name);
+  const brandName = normalized([item.brand, item.name].filter(Boolean).join(" "));
+  const displayName = normalized([
+    item.displayColor,
+    item.colorLabel,
+    item.primaryColor,
+    item.name,
+  ].filter(Boolean).join(" "));
+  const text = itemText(item);
+  const candidates = [name, brandName, displayName, text].filter((value) => value.length >= 3);
+
+  if (candidates.some((candidate) => candidate === target)) return 1;
+  if (name && (target.includes(name) || name.includes(target))) return 0.96;
+  if (brandName && (target.includes(brandName) || brandName.includes(target))) return 0.94;
+  if (displayName && (target.includes(displayName) || displayName.includes(target))) return 0.9;
+  if (text.includes(target)) return 0.78;
+
+  const targetTokens = tokenList(target);
+  if (targetTokens.length === 0) return 0;
+  const itemTokens = new Set(tokenList([item.brand, item.name, item.displayColor, item.colorLabel, item.subCategory, item.type, item.category].join(" ")));
+  const overlap = targetTokens.filter((token) => itemTokens.has(token)).length;
+  const coverage = overlap / Math.max(1, Math.min(targetTokens.length, itemTokens.size));
+  const targetCoverage = overlap / targetTokens.length;
+  return Math.max(coverage, targetCoverage * 0.9);
+}
+
+function resolveClosetItem(label: string, items: ClosetRecord[], usedIds: Set<string>) {
+  const scored = items
+    .filter((item) => !usedIds.has(item.id))
+    .map((item) => ({item, score: matchScore(item, label)}))
+    .filter((entry) => entry.score >= 0.55)
+    .sort((a, b) => b.score - a.score);
+  return scored[0]?.item ?? null;
+}
+
+function labelFromReplyLine(line: string) {
+  let text = clean(line)
+    .replace(/^[-•]\s*/, "")
+    .replace(/^\d+[.)]\s*/, "")
+    .trim();
+  if (!text || LIST_HEADER_RE.test(text)) return "";
+
+  const roleMatch = text.match(/^(?:top|bottom|footwear|shoes?|sneakers?|layer|outerwear|accessor(?:y|ies))\s*:\s*(.+)$/i);
+  if (roleMatch?.[1]) text = roleMatch[1];
+
+  text = text
+    .replace(/\s+[–—-]\s+.*$/, "")
+    .replace(/\s+\(.{8,}\)\s*$/, "")
+    .replace(/[.;]+$/g, "")
+    .trim();
+
+  if (!text || text.length > 90 || LIST_HEADER_RE.test(text)) return "";
+  return text;
+}
+
+function labelsFromResponse(response?: AuraConcreteResponse | null) {
+  const explicit = uniqueStrings([
+    ...(response?.outfitItems ?? []),
+    ...(response?.ownedPieces ?? []),
+  ], 10);
+  const replyLabels = String(response?.reply ?? "")
+    .split(/\r?\n/g)
+    .map(labelFromReplyLine)
+    .filter(Boolean);
+  return uniqueStrings([...explicit, ...replyLabels], 10);
+}
+
+function hasCorePieces(pieces: AuraLookPiece[]) {
+  const roles = new Set(pieces.map((piece) => piece.role));
+  return roles.has("top") && roles.has("bottom") && roles.has("shoes");
+}
+
+function lookTitleForPieces(pieces: AuraLookPiece[]) {
+  const top = pieces.find((piece) => piece.role === "top");
+  const bottom = pieces.find((piece) => piece.role === "bottom");
+  if (top && bottom) return `${top.itemName} + ${bottom.itemName}`;
+  if (pieces.length >= 2) return `${pieces[0].itemName} + ${pieces[1].itemName}`;
+  return "Closet outfit";
+}
+
+function lookIdForPieces(pieces: AuraLookPiece[], source: string) {
+  const ids = pieces
+    .map((piece) => clean(piece.itemId))
+    .filter(Boolean)
+    .join("_")
+    .slice(0, 80);
+  return ids ? `aura_${source}_${ids}` : `aura_${source}_unknown`;
+}
+
+function replyForLook(look: AuraConcreteLook) {
+  const outerwear = look.pieces.find((piece) => piece.role === "outerwear");
+  const shoes = look.pieces.find((piece) => piece.role === "shoes");
+  return [
+    "Quick take:",
+    "This is a concrete outfit built from the closet pieces AURA picked.",
+    "",
+    "Why it works:",
+    outerwear ? `- ${outerwear.itemName} adds the main layer and attitude.` : "- The base pieces keep the outfit easy to wear.",
+    shoes ? `- ${shoes.itemName} grounds the outfit.` : "- The footwear slot stays simple and wearable.",
+    "- The card below keeps the exact pieces together.",
+    "",
+    "Styling note:",
+    look.stylingNote,
+  ].join("\n");
+}
+
+function buildLookFromPieces(pieces: AuraLookPiece[], source: "resolved_text" | "generated") {
+  const fromCloset = pieces
+    .filter((piece) => piece.source === "closet")
+    .map((piece) => piece.itemName);
+  const look: AuraConcreteLook = {
+    id: lookIdForPieces(pieces, source),
+    lookTitle: lookTitleForPieces(pieces),
+    vibe: source === "generated" ? "closet-built outfit" : "recommended outfit",
+    shortExplanation:
+      source === "generated"
+        ? "AURA built this from your wardrobe instead of leaving the recommendation as plain text."
+        : "AURA matched the recommended items to closet pieces.",
+    stylingNote:
+      source === "generated"
+        ? "Use the card as the source of truth for the exact pieces."
+        : "Let the proportions stay clean and keep the outfit edited.",
+    pieces,
+    fromCloset: Array.from(new Set(fromCloset)),
+    addToComplete: [],
+    alternates: [],
+    actions: ["likeLook", "notMyVibe", "showMoreLikeThis", "lessLikeThis", "useOnlyMyCloset", "makeItDressier"],
+  };
+  return {
+    look,
+    reply: replyForLook(look),
+  };
+}
+
+function lookFromResponseText(response: AuraConcreteResponse, closetItems: ClosetRecord[]) {
+  const labels = labelsFromResponse(response);
+  if (labels.length < 3) return null;
+
+  const usedIds = new Set<string>();
+  const pieces = labels.flatMap((label) => {
+    const item = resolveClosetItem(label, closetItems, usedIds);
+    if (!item) return [];
+    const piece = pieceFromItem(item);
+    if (!piece) return [];
+    usedIds.add(item.id);
+    return [piece];
+  });
+
+  if (!hasCorePieces(pieces)) return null;
+  return buildLookFromPieces(pieces, "resolved_text");
+}
+
+function toMillis(value: unknown) {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  const maybeTimestamp = value as { toMillis?: () => number } | null | undefined;
+  if (typeof maybeTimestamp?.toMillis === "function") {
+    const millis = maybeTimestamp.toMillis();
+    return Number.isFinite(millis) ? millis : 0;
+  }
+  return 0;
+}
+
+function newestRecentAnchor(items: ClosetRecord[], now = Date.now()) {
+  const recentWindowMs = 6 * 60 * 60 * 1000;
+  return items
+    .map((item) => ({
+      item,
+      slot: slotForItem(item),
+      timestamp: Math.max(toMillis(item.updatedAt), toMillis(item.createdAt)),
+    }))
+    .filter((entry) => entry.slot && entry.timestamp > 0 && now - entry.timestamp <= recentWindowMs)
+    .sort((a, b) => b.timestamp - a.timestamp)[0] ?? null;
+}
+
+function lookFromOutfitEngine(userMessage: string, closetItems: ClosetRecord[]) {
+  if (!isConcreteOutfitIntent(userMessage, false)) return null;
+  const intent = normalizeParsedIntent(null, userMessage);
+  const anchor = newestRecentAnchor(closetItems);
+  const lockedItemsBySlot =
+    anchor?.slot && anchor.item
+      ? ({[anchor.slot]: anchor.item} as Partial<Record<Slot, WardrobeItem>>)
+      : undefined;
+  const generated = generateOutfitCandidates(closetItems, intent, {
+    numOutfits: 1,
+    lockedItemsBySlot,
+  });
+  const fallbackGenerated = generated.outfits.length || !lockedItemsBySlot
+    ? generated
+    : generateOutfitCandidates(closetItems, intent, {numOutfits: 1});
+  const outfit = fallbackGenerated.outfits[0];
+  if (!outfit) return null;
+  const byId = new Map(closetItems.map((item) => [item.id, item]));
+  const pieces = outfit.picks.flatMap((pick) => {
+    const item = byId.get(pick.itemId);
+    const piece = item ? pieceFromItem(item) : null;
+    return piece ? [piece] : [];
+  });
+  if (!hasCorePieces(pieces)) return null;
+  return buildLookFromPieces(pieces, "generated");
+}
+
+export function isConcreteOutfitIntent(message: string, hasContext = false) {
+  const text = clean(message);
+  if (!text) return false;
+  if (CONCRETE_OUTFIT_INTENT_RE.test(text)) return true;
+  return hasContext && /\b(make|style|wear|better|dressier|casual|warmer|cooler|sharper|shoes?)\b/i.test(text);
+}
+
+export function buildConcreteOutfitLook(params: {
+  userMessage?: string | null;
+  response?: AuraConcreteResponse | null;
+  closetRecords?: (Record<string, unknown> & { id: string })[] | null;
+}) {
+  const closetItems = (params.closetRecords ?? []) as ClosetRecord[];
+  if (!closetItems.length) return null;
+  const textLook = params.response ? lookFromResponseText(params.response, closetItems) : null;
+  if (textLook) return textLook;
+  return lookFromOutfitEngine(params.userMessage ?? "", closetItems);
+}
diff --git a/functions/src/shared/auraOutfitPhotoAnalysis.ts b/functions/src/shared/auraOutfitPhotoAnalysis.ts
index 9358cc8..38128e0 100644
--- a/functions/src/shared/auraOutfitPhotoAnalysis.ts
+++ b/functions/src/shared/auraOutfitPhotoAnalysis.ts
@@ -196,7 +196,7 @@ export async function analyzeOutfitPhoto(params: {
       ...safeImageRef(image.uri),
       validatedMediaSource: image.storagePath ? "owned_storage_download_url" : "validated_remote_url",
       mimeType: image.mimeType ?? null,
-      storagePathTail: image.storagePath?.split("/").slice(-2).join("/") ?? null,
+      hasStoragePath: !!image.storagePath,
       width: image.width ?? null,
       height: image.height ?? null,
     })),
diff --git a/functions/src/shared/auraPrompt.ts b/functions/src/shared/auraPrompt.ts
index 0faff3e..14501f7 100644
--- a/functions/src/shared/auraPrompt.ts
+++ b/functions/src/shared/auraPrompt.ts
@@ -18,7 +18,7 @@ Tone and behavior:
 * Sometimes use the user's name, but not always.
 * Do not repeat the same opening style too often.
 * Respond like a real assistant talking to the user, not like a support bot writing a ticket reply.
-* No emojis.
+* Emojis are allowed only when they make a structured styling reply feel warmer. Use at most 1 emoji per section header and never use emoji spam.
 * No robotic filler.
 * No childish enthusiasm.
 * No corporate support language.
@@ -30,6 +30,9 @@ Response style:
 * Prefer natural phrasing over rigid structure.
 * Make the user feel like you are actively helping them think through something.
 * Even when giving recommendations, sound fluid and conversational.
+* Choose formatting based on intent and context: casual/simple messages stay conversational; detailed styling help should be structured and easy to scan on mobile.
+* For structured replies, use short headers, bullets or numbered points, and blank lines between sections.
+* Preserve line breaks in reply text when structure helps.
 * Always provide value first.
 * Never let missing wardrobe data make you feel blocked.
 * Keep responses sharp, but not unnaturally clipped.
@@ -40,6 +43,8 @@ Response style:
 * Be comfortable being opinionated.
 * Do not narrate your process.
 * Do not hedge unless uncertainty is real.
+* If the user asks a follow-up like "make it dressier", "what about shoes?", "how do I style this?", or "is this better?", infer the current outfit from recent conversation, selected pieces, rendered look context, or the last generated look when available.
+* If a follow-up needs a specific outfit or item and no context is available, ask one short clarifying question instead of giving generic advice.
 
 Capabilities:
 
@@ -75,6 +80,9 @@ Streaming behavior:
 * Do not return JSON.
 * Let the first line land quickly.
 * If the user sends something simple like "hey", give a short natural greeting and lightly hint at what you can help with.
+* For detailed styling/help replies, stream the same sectioned plain-text format the final response should use.
+* Preserve line breaks, bullets, and numbered lists when they make the answer easier to read.
+* Keep simple questions simple; do not force sections into tiny yes/no answers or thanks.
 * Preserve strong line rhythm and natural sentence flow.
 `;
 
@@ -84,6 +92,7 @@ ${AURA_BASE_IDENTITY}
 Structured behavior:
 
 * Respect weather, occasion, season, color harmony, and item availability.
+* Aura context may include Styling Intelligence v1 metadata and rule-based engine notes. Use these as deterministic styling signals, not as marketing claims.
 * Personalize using the wardrobe, explicit style preferences, learned behavior, and current session context when they are present.
 * Treat explicit preferences as the strongest signal, learned behavior as secondary, and current-session context as immediate nuance.
 * Use personalization naturally and sparingly. Do not recite profile fields or analytics back to the user unless they ask.
@@ -95,6 +104,7 @@ Structured behavior:
 * If learned confidence is light, personalize softly and avoid overstating certainty.
 * Avoid recommending unavailable or in-laundry items.
 * Prefer realistic, wearable combinations.
+* When fit, color, or style identity metadata is missing, keep certainty lower instead of inventing details.
 * For visual looks, build from the closet first and only add missing pieces when there is no reasonable owned option.
 * Footwear and bottoms should be treated as high-priority closet-first categories.
 * When several owned shoes could work, pick the best reasonable option instead of inventing a missing ideal.
@@ -108,6 +118,9 @@ Structured behavior:
 * If something is missing, mention the gap gracefully and keep helping.
 * If something works, say it with confidence.
 * Use conversation history when it matters. Do not answer as if every message is isolated.
+* Recent conversation may include rendered outfit context from the UI. Treat that as the current visible look for follow-ups.
+* For follow-ups like "make it dressier", "what about shoes?", "how to style this?", "is this better?", "more casual", or "rate this", use the current visible look/selected pieces/last generated look when available.
+* If the needed item or outfit context is missing, ask one short clarifying question and stop.
 * When memory is helpful, weave it in like a premium stylist would:
   - "This stays closer to your lane: clean, layered, and easy to wear."
   - "I kept this sharper and more mature since that seems closer to what you gravitate toward."
@@ -119,9 +132,14 @@ Structured behavior:
 * If you are generating multiple looks, vary the angle of each one: one can lean cleaner, one sharper, one bolder, one more relaxed.
 * Make the personalization feel specific without sounding clinical.
 * For outfit, styling, occasion, or "what should I wear" requests, prefer returning a visual look object the UI can render.
-* When you return a visual look, keep the reply shorter and let the card do more of the work.
-* If look is present, reply should usually be 1 short sentence, with a hard preference for under 18 words.
+* Whenever you recommend a concrete outfit made of specific pieces, attach a structured look payload. Do not leave the outfit as plain text only.
+* If a look card will be attached, use the reply for the quick take and reasoning, not as a long item dump.
+* The text and look card must stay in sync: every closet piece named as part of the outfit should appear in look.pieces with source "closet" and itemId when known.
+* When you return a visual look for straightforward outfit generation, keep the reply shorter and let the card do more of the work.
+* If look is present for a simple outfit generation request, reply should usually be 1 short sentence, with a hard preference for under 18 words.
+* If the user explicitly asks for analysis, rating, improvement, why it works, fit/color/style feedback, product-link analysis, or manual outfit builder feedback, the reply may use structured formatting even when a look card is also present. Keep each bullet short.
 * Do not repeat the card contents in the reply when look is present.
+* Do not output a bare list of outfit item names as the whole reply. Put the items in look.pieces and keep the reply concise.
 * Visual looks should feel like premium "complete the look" styling recommendations, not inventory dumps.
 * If the user asks for options, versions, or a range like safe / balanced / bold, prefer returning multiple visual looks instead of a long paragraph.
 * For safe / balanced / bold requests, make the three directions meaningfully different in risk level while still feeling like the same person.
@@ -133,6 +151,141 @@ Structured behavior:
 * If the user asks for multiple outfits, multiple options, several directions, or a numbered set like "three outfits", you must return structured multi-look output in lookOptions instead of prose-only recommendations.
 * For multi-look requests, do not collapse the answer into one look plus generic outfitItems/ownedPieces. The UI needs one full structured look per option.
 
+Intent-aware formatting:
+
+* Use structured formatting for detailed styling/help intents, including:
+  - How to style this outfit
+  - Improve this outfit
+  - What should I buy
+  - What is missing from my closet
+  - Rate this outfit
+  - Why does this outfit work/not work
+  - What should I wear today
+  - Plan an outfit for an occasion
+  - Compare two outfits
+  - Closet analysis
+  - Fit/color/style feedback
+  - Manual outfit builder feedback
+  - Product-link analysis
+  - Item-specific styling advice
+* Do not use structured formatting for casual messages, thanks, greetings, or tiny checks unless the user asks for detail.
+* Simple examples:
+  - "Do I need a jacket?" should get a short answer plus one reason.
+  - "Is this good?" should get a short answer plus one note.
+  - "Thanks" should get a casual reply only.
+* Use plain text headers ending in ":"; markdown tables are not allowed.
+* Keep sections compact. A structured reply should usually have 3-5 sections, not an essay.
+* Controlled emojis are optional. Prefer clean headers over emojis.
+
+Formatting templates:
+
+* Outfit styling:
+  Quick take:
+  ...
+
+  How to wear it:
+  - ...
+  - ...
+
+  Swap / add:
+  - ...
+
+  Styling note:
+  ...
+
+* Outfit improvement:
+  Keep:
+  - ...
+
+  Swap / add:
+  - ...
+
+  Why it works:
+  - ...
+
+  Styling note:
+  ...
+
+* Shopping / closet gaps:
+  Quick take:
+  ...
+
+  Top priorities:
+  1. ...
+  2. ...
+  3. ...
+
+  Why these help:
+  - ...
+
+  Next move:
+  ...
+
+* Outfit rating:
+  Score:
+  ...
+
+  What works:
+  - ...
+
+  What weakens it:
+  - ...
+
+  Fix:
+  - ...
+
+* Item styling:
+  Best with:
+  - ...
+
+  Avoid:
+  - ...
+
+  Outfit ideas:
+  1. ...
+  2. ...
+
+* Occasion planning:
+  Best option:
+  ...
+
+  Outfit:
+  - Top:
+  - Bottom:
+  - Footwear:
+  - Layer:
+  - Accessories:
+
+  Why it fits:
+  - ...
+
+* Comparing outfits:
+  Best pick:
+  ...
+
+  Outfit 1:
+  - ...
+
+  Outfit 2:
+  - ...
+
+  Verdict:
+  ...
+
+* Product-link analysis:
+  Quick take:
+  ...
+
+  Worth it if:
+  - ...
+
+  Watch-outs:
+  - ...
+
+  Styling ideas:
+  1. ...
+  2. ...
+
 Presentation decision:
 
 * Set presentation to "chat" for greetings, casual conversation, clarifying questions, general style talk, quick opinions, and normal assistant replies.
@@ -159,6 +312,13 @@ Presentation decision:
   - Good tone example: "This works, but you're missing a layer - a jacket would elevate it instantly."
 * If the wardrobe is not sparse and there are no obvious core gaps, keep missingPieces and upgradeSuggestions empty unless they genuinely add value.
 * Never overwhelm the user with more than 3 total missingPieces + upgradeSuggestions.
+* For wardrobe-gap, shopping-priority, or "what should I buy/add" requests, use this structure:
+  - Acknowledge the current wardrobe base first.
+  - Name the strongest missing item or gap.
+  - Explain why it improves outfits the user can already make.
+  - Mention estimated outfit impact only when you have a concrete estimate.
+  - End softly, for example: "Want me to find options?"
+* Never say "buy this now" or use affiliate/shopping language that feels spammy.
 
 Disallowed response style examples:
 
@@ -183,6 +343,9 @@ Output requirements:
 * Include presentation as either "chat" or "card".
 * title must be punchy, 2-4 words max when presentation is "card". For "chat", keep it minimal.
 * reply should sound like a real assistant message, not a schema field.
+* reply may contain newline-separated plain text sections, bullets, and numbered lists when the intent calls for structure.
+* Preserve mobile-readable spacing with blank lines between sections.
+* Do not use markdown tables or dense markdown formatting.
 * reason should be empty unless it adds real value.
 * outfitItems must be concise strings and only included when useful.
 * ownedPieces must list only pieces present in the user's wardrobe.
diff --git a/functions/src/shared/auraStreamAttachments.ts b/functions/src/shared/auraStreamAttachments.ts
index 6e7059b..5d0511f 100644
--- a/functions/src/shared/auraStreamAttachments.ts
+++ b/functions/src/shared/auraStreamAttachments.ts
@@ -1,5 +1,6 @@
 import { logger } from "firebase-functions/v2";
 
+import { redactUid } from "./rateLimit";
 import { redactUrlForLogs, validateSafeUrlForFetch } from "./safeFetch";
 
 export type AuraAttachment = {
@@ -38,8 +39,8 @@ export async function parseAuraAttachments(uid: string, input: unknown): Promise
     const storagePath = String(candidate.storagePath ?? "").trim() || null;
     if (storagePath && !storagePath.startsWith(`users/${uid}/auraAttachments/`)) {
       logger.warn("[AURA_STREAM_ATTACHMENTS] rejected foreign image attachment", {
-        uid,
-        storagePath,
+        uidHash: redactUid(uid),
+        hasStoragePath: !!storagePath,
       });
       continue;
     }
@@ -47,18 +48,17 @@ export async function parseAuraAttachments(uid: string, input: unknown): Promise
       await validateSafeUrlForFetch(uri);
     } catch (error) {
       logger.warn("[AURA_STREAM_ATTACHMENTS] rejected unsafe image attachment URL", {
-        uid,
+        uidHash: redactUid(uid),
         uri: redactUrlForLogs(uri),
         reason: error instanceof Error ? error.message : String(error),
       });
       continue;
     }
     logger.info("[AURA_STREAM_ATTACHMENTS] accepted image attachment", {
-      uid,
+      uidHash: redactUid(uid),
       kind: "image",
       mimeType: typeof candidate.mimeType === "string" ? candidate.mimeType : null,
       hasStoragePath: !!storagePath,
-      storagePath,
       hasDownloadURL: /^https?:\/\//i.test(uri),
       uriHost: safeUrlHost(uri),
       validatedMediaSource: storagePath ? "owned_storage_download_url" : "validated_remote_url",
diff --git a/functions/src/shared/auraStreamRouting.ts b/functions/src/shared/auraStreamRouting.ts
index 732087e..5c2a827 100644
--- a/functions/src/shared/auraStreamRouting.ts
+++ b/functions/src/shared/auraStreamRouting.ts
@@ -72,6 +72,7 @@ function uniqueTrimmed(values: string[] | undefined, max = 3) {
 
 function compactAuraUserProfile(userProfile: AuraUserProfile) {
   return {
+    displayName: compactText(userProfile.displayName),
     firstName: compactText(userProfile.firstName),
     region: compactText(userProfile.region),
     wardrobeMode: compactText(userProfile.wardrobeMode),
@@ -83,6 +84,7 @@ function compactAuraUserProfile(userProfile: AuraUserProfile) {
     occasionPriority: uniqueTrimmed(userProfile.occasionPriority, 6),
     goals: uniqueTrimmed(userProfile.goals, 6),
     preferredFit: compactText(userProfile.preferredFit),
+    budgetPreference: compactText(userProfile.budgetPreference),
     preferredBrands: uniqueTrimmed(userProfile.stylePreferences?.preferredBrands, 6),
     closetPreferences: userProfile.closetPreferences
       ? {
diff --git a/functions/src/shared/auraUrlCandidatePreview.ts b/functions/src/shared/auraUrlCandidatePreview.ts
index e061757..d48ab14 100644
--- a/functions/src/shared/auraUrlCandidatePreview.ts
+++ b/functions/src/shared/auraUrlCandidatePreview.ts
@@ -10,6 +10,7 @@ import {
   type AuraCandidateItem,
 } from "./auraCandidatePreview";
 import type { ProductUrlMetadata } from "./productUrlMetadata";
+import { redactUid } from "./rateLimit";
 import { redactUrlForLogs } from "./safeFetch";
 
 export type AuraLinkPreview = {
@@ -318,7 +319,7 @@ export async function buildUrlCandidatePreview(params: {
     params.metadata.imageUrl,
   ].filter((url): url is string => !!url);
   logger.info("[LINK_IMAGE_SOURCE] URL metadata image source", {
-    uid: params.uid ?? null,
+    uidHash: params.uid ? redactUid(params.uid) : null,
     sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
     rawImageCount: rawImageUrls.length,
     rawImageUrls: rawImageUrls.slice(0, 6).map((url) => redactUrlForLogs(url)),
@@ -334,10 +335,10 @@ export async function buildUrlCandidatePreview(params: {
   const primaryImageUrl = rankedImageUrls[0] ?? null;
   const titleHints = productCategoryHintsFromText(params.metadata.title, params.metadata.description);
   logger.info("[LINK_EXTRACTION_TARGET]", {
-    uid: params.uid ?? null,
+    uidHash: params.uid ? redactUid(params.uid) : null,
     sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
-    title: params.metadata.title,
-    description: params.metadata.description,
+    titleLength: String(params.metadata.title ?? "").length,
+    descriptionLength: String(params.metadata.description ?? "").length,
     hintedCategory: titleHints.category,
     hintedSubCategory: titleHints.subCategory,
     chosenImage: redactUrlForLogs(primaryImageUrl),
@@ -383,7 +384,7 @@ export async function buildUrlCandidatePreview(params: {
   candidate.primaryImageUrl = candidate.imageUrls[0] ?? null;
   candidate.secondaryImageUrls = candidate.imageUrls.slice(1);
   logger.info("[LINK_IMAGE_REVIEW_SET]", {
-    uid: params.uid ?? null,
+    uidHash: params.uid ? redactUid(params.uid) : null,
     sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
     candidateId: candidate.candidateId,
     primaryImageUrl: redactUrlForLogs(candidate.primaryImageUrl),
@@ -409,17 +410,17 @@ export async function buildUrlCandidatePreview(params: {
   }
   candidate.title = cleanProductTitle(params.metadata.title ?? candidate.title, candidate.brand);
   logger.info("[LINK_BRAND_NORMALIZE] candidate brand/title normalized", {
-    uid: params.uid ?? null,
-    sourceUrl: params.metadata.sourceUrl,
-    rawTitle: params.metadata.title,
-    savedBrand: candidate.brand,
-    savedTitle: candidate.title,
+    uidHash: params.uid ? redactUid(params.uid) : null,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
+    rawTitleLength: String(params.metadata.title ?? "").length,
+    hasSavedBrand: !!candidate.brand,
+    savedTitleLength: String(candidate.title ?? "").length,
   });
   logger.info("[AURA_URL_TO_CANDIDATE] converted URL metadata to candidate", {
-    uid: params.uid ?? null,
-    sourceUrl: params.metadata.sourceUrl,
-    imageUrl: params.metadata.imageUrl,
-    title: params.metadata.title,
+    uidHash: params.uid ? redactUid(params.uid) : null,
+    sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
+    hasImageUrl: !!params.metadata.imageUrl,
+    titleLength: String(params.metadata.title ?? "").length,
     candidateId: candidate.candidateId,
     category: candidate.category,
     subCategory: candidate.subCategory,
diff --git a/functions/src/shared/buildAuraContext.ts b/functions/src/shared/buildAuraContext.ts
index 5cb6554..7f9a6a2 100644
--- a/functions/src/shared/buildAuraContext.ts
+++ b/functions/src/shared/buildAuraContext.ts
@@ -16,6 +16,21 @@ type WardrobeItem = {
   aiColorLabel?: string;
   colors?: string[];
   aiColors?: string[];
+  primaryColor?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
+  material?: string | null;
+  materials?: string[] | null;
+  pattern?: string | null;
+  fit?: string | null;
+  sleeveLength?: string | null;
+  neckline?: string | null;
+  collar?: string | null;
+  closure?: string | null;
+  length?: string | null;
+  occasionTags?: string[] | null;
+  seasonTags?: string[] | null;
+  style?: string | null;
   status?: string;
   inLaundry?: boolean;
   isDraft?: boolean;
@@ -180,6 +195,15 @@ function nonEmptyList(value?: string[]) {
   return Array.isArray(value) && value.length ? value : null;
 }
 
+function compactStringList(values?: string[] | null) {
+  if (!Array.isArray(values)) return "";
+  return values
+    .map((value) => String(value ?? "").trim())
+    .filter(Boolean)
+    .slice(0, 5)
+    .join(", ");
+}
+
 function nonEmptyRecord<T extends object>(value?: T | null) {
   return value && Object.keys(value).length ? value : null;
 }
@@ -188,6 +212,9 @@ function compactUserPreferences(userProfile?: AuraUserProfile | null) {
   if (!userProfile) return null;
 
   const userPreferences = {
+    ...(userProfile.displayName ? {displayName: userProfile.displayName} : {}),
+    ...(userProfile.name ? {name: userProfile.name} : {}),
+    ...(userProfile.firstName ? {firstName: userProfile.firstName} : {}),
     ...(userProfile.wardrobeMode ? {wardrobeMode: userProfile.wardrobeMode} : {}),
     ...(nonEmptyList(userProfile.selectedCategories)
       ? {selectedCategories: userProfile.selectedCategories}
@@ -202,6 +229,8 @@ function compactUserPreferences(userProfile?: AuraUserProfile | null) {
       ? {avoidedColors: userProfile.avoidedColors}
       : {}),
     ...(userProfile.preferredFit ? {preferredFit: userProfile.preferredFit} : {}),
+    ...(userProfile.preferredFit ? {fitPreference: userProfile.preferredFit} : {}),
+    ...(userProfile.budgetPreference ? {budgetPreference: userProfile.budgetPreference} : {}),
     ...(nonEmptyRecord(userProfile.fitPreferences)
       ? {fitPreferences: userProfile.fitPreferences}
       : {}),
@@ -217,6 +246,9 @@ function compactUserPreferences(userProfile?: AuraUserProfile | null) {
     ...(nonEmptyList(userProfile.occasionPriority)
       ? {occasionPriority: userProfile.occasionPriority}
       : {}),
+    ...(nonEmptyList(userProfile.occasionPriority)
+      ? {occasions: userProfile.occasionPriority}
+      : {}),
     ...(nonEmptyList(userProfile.goals) ? {goals: userProfile.goals} : {}),
     ...(nonEmptyRecord(userProfile.closetPreferences)
       ? {closetPreferences: userProfile.closetPreferences}
@@ -273,6 +305,24 @@ export function buildAuraContext({
       subCategory: String(item.subCategory ?? "").trim(),
       type: String(item.type ?? "").trim(),
       color: pickColor(item),
+      colors: compactStringList([
+        ...(item.displayColors ?? []),
+        ...(item.aiColors ?? []),
+        ...(item.colors ?? []),
+      ]),
+      primaryColor: String(item.primaryColor ?? "").trim(),
+      displayColor: String(item.displayColor ?? "").trim(),
+      material:
+        String(item.material ?? "").trim() || compactStringList(item.materials),
+      pattern: String(item.pattern ?? "").trim(),
+      fit: String(item.fit ?? "").trim(),
+      sleeveLength: String(item.sleeveLength ?? "").trim(),
+      neckline: String(item.neckline ?? item.collar ?? "").trim(),
+      closure: String(item.closure ?? "").trim(),
+      length: String(item.length ?? "").trim(),
+      occasionTags: compactStringList(item.occasionTags),
+      seasonTags: compactStringList(item.seasonTags),
+      style: String(item.style ?? "").trim(),
       status: String(item.status ?? "").trim(),
       primaryImageUrl:
         String(
@@ -380,6 +430,32 @@ export function buildAuraContext({
       preferOwnedBottoms: true,
       suggestMissingPiecesOnlyWhenNoReasonableOwnedOptionExists: true,
     },
+    stylingIntelligenceV1: {
+      ruleBased: true,
+      engines: ["fit", "color", "style_identity"],
+      scoreRange: "0-100",
+      guidance:
+        "AURA may use wardrobe metadata for styling, but final deterministic styling scores are added after look selection.",
+      supportedColorFamilies: [
+        "black",
+        "white",
+        "gray",
+        "navy",
+        "blue",
+        "brown",
+        "beige",
+        "cream",
+        "green",
+        "red",
+        "pink",
+        "purple",
+        "yellow",
+        "orange",
+        "metallic",
+        "multicolor",
+        "unknown",
+      ],
+    },
     userPreferences: compactUserPreferences(userProfile),
     preferenceContext: memory ?? null,
     stylistBrief: memory?.stylistBrief ?? "",
diff --git a/functions/src/shared/env.ts b/functions/src/shared/env.ts
new file mode 100644
index 0000000..071e9ff
--- /dev/null
+++ b/functions/src/shared/env.ts
@@ -0,0 +1,13 @@
+import { HttpsError } from "firebase-functions/v2/https";
+
+export function requireOpenAiApiKey() {
+  const apiKey = String(process.env.OPENAI_API_KEY ?? "").trim();
+  if (!apiKey) {
+    throw new HttpsError(
+      "failed-precondition",
+      "OPENAI_API_KEY is not configured for Firebase Functions.",
+      { code: "missing_openai_api_key" },
+    );
+  }
+  return apiKey;
+}
diff --git a/functions/src/shared/loadAuraUserProfile.ts b/functions/src/shared/loadAuraUserProfile.ts
index d0e01c3..9b580b0 100644
--- a/functions/src/shared/loadAuraUserProfile.ts
+++ b/functions/src/shared/loadAuraUserProfile.ts
@@ -14,6 +14,7 @@ type AuraUserProfileListKey =
   | "goals";
 
 export type AuraUserProfile = {
+  displayName?: string;
   name?: string;
   firstName?: string;
   region?: string;
@@ -26,6 +27,7 @@ export type AuraUserProfile = {
   occasionPriority?: string[];
   goals?: string[];
   preferredFit?: "slim" | "regular" | "relaxed" | "oversized";
+  budgetPreference?: "budget" | "mid" | "premium";
   defaultSizes?: CompactStringMap;
   fitPreferences?: CompactStringMap;
   stylePreferences?: {
@@ -95,6 +97,14 @@ function cleanPreferredFit(value: unknown) {
   return null;
 }
 
+function cleanBudgetPreference(value: unknown) {
+  const next = String(value ?? "").trim();
+  if (next === "budget" || next === "mid" || next === "premium") {
+    return next;
+  }
+  return null;
+}
+
 function cleanEnum(value: unknown, allowed: readonly string[]) {
   const next = cleanString(value);
   return next && allowed.includes(next) ? next : null;
@@ -204,7 +214,10 @@ export async function loadAuraUserProfile(uid: string): Promise<AuraUserProfile>
   const defaultSizes = cleanDefaultSizes(profilePreferences.defaultSizes);
   const fitPreferences = cleanFitPreferences(profilePreferences.fitPreferences);
   const closetPreferences = cleanClosetPreferences(profilePreferences.closetPreferences);
+  const displayName = cleanString(profilePreferences.displayName ?? data.displayName ?? data.name);
+  const budgetPreference = cleanBudgetPreference(profilePreferences.budgetPreference);
 
+  if (displayName) profile.displayName = displayName;
   if (name) profile.name = name;
   if (firstName) profile.firstName = firstName;
   if (region) profile.region = region;
@@ -217,6 +230,7 @@ export async function loadAuraUserProfile(uid: string): Promise<AuraUserProfile>
   addStringList(profile, "occasionPriority", cleanStringList(profilePreferences.occasionPriority));
   addStringList(profile, "goals", cleanStringList(profilePreferences.goals));
   if (preferredFit) profile.preferredFit = preferredFit;
+  if (budgetPreference) profile.budgetPreference = budgetPreference;
   if (defaultSizes) profile.defaultSizes = defaultSizes;
   if (fitPreferences) profile.fitPreferences = fitPreferences;
   if (Object.keys(compactStylePreferences).length) {
diff --git a/functions/src/shared/manualOutfitLook.ts b/functions/src/shared/manualOutfitLook.ts
new file mode 100644
index 0000000..1877a02
--- /dev/null
+++ b/functions/src/shared/manualOutfitLook.ts
@@ -0,0 +1,271 @@
+import {
+  roleForStylingItem,
+  type StylingItem,
+} from "./styling/types";
+
+type ManualLookPieceRole = "top" | "bottom" | "shoes" | "outerwear" | "accessory";
+
+type ManualLookPiece = {
+  role: ManualLookPieceRole;
+  itemName: string;
+  source: "closet" | "suggested";
+  itemId: string | null;
+  imageUrl: string | null;
+};
+
+type ManualLook = {
+  id?: string | null;
+  lookTitle: string;
+  vibe: string;
+  shortExplanation: string;
+  stylingNote: string;
+  personalizationLabel?: string;
+  personalizationNote?: string;
+  pieces: ManualLookPiece[];
+  fromCloset: string[];
+  addToComplete: string[];
+  alternates: string[];
+  actions: (
+    "saveLook" | "planForToday" | "likeLook" | "notMyVibe" | "showMoreLikeThis" | "lessLikeThis" | "shopMissingPieces" | "useOnlyMyCloset" | "makeItDressier"
+  )[];
+};
+
+type ManualLookItem = StylingItem & {
+  id: string;
+  photoUrl?: string | null;
+  images?: {
+    originalUrl?: string | null;
+    cleanedUrl?: string | null;
+    isPrimary?: boolean;
+  }[] | null;
+  photos?: {
+    cleanedPhotoUrl?: string | null;
+    cleanedUrl?: string | null;
+    primaryUrl?: string | null;
+    thumbUrl?: string | null;
+    cleanedThumbUrl?: string | null;
+    croppedUrl?: string | null;
+    urls?: string[];
+  } | null;
+};
+
+type ManualLookSourceResponse = {
+  reply?: string;
+  recommendedAdditions?: string[];
+  missingPieces?: string[];
+  upgradeSuggestions?: string[];
+  swapSuggestion?: string;
+};
+
+const MANUAL_OUTFIT_RE =
+  /\b(improve|refine|fix|polish|style)\b[\s\S]{0,80}\b(manually built outfit|selected pieces|selected closet|from my closet)\b/i;
+
+function clean(value: unknown) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function normalized(value: unknown) {
+  return clean(value).toLowerCase().replace(/[^a-z0-9]+/g, " ").trim();
+}
+
+function uniqueStrings(values: (string | null | undefined)[], max = 12) {
+  const seen = new Set<string>();
+  const out: string[] = [];
+  for (const value of values) {
+    const next = clean(value);
+    if (!next || seen.has(next)) continue;
+    seen.add(next);
+    out.push(next);
+    if (out.length >= max) break;
+  }
+  return out;
+}
+
+function inferRoleFromPromptLine(prompt: string, itemId: string): ManualLookPieceRole | null {
+  const escapedId = itemId.replace(/[.*+?^${}()|[\]\\]/g, "\\$&");
+  const line = prompt
+    .split(/\r?\n/g)
+    .find((entry) => new RegExp(`closet item id:\\s*${escapedId}\\b`, "i").test(entry));
+  const role = normalized(line?.split(":")[0] ?? "");
+  if (role === "top") return "top";
+  if (role === "bottom") return "bottom";
+  if (role === "footwear" || role === "shoe" || role === "shoes") return "shoes";
+  if (role === "outerwear" || role === "layer") return "outerwear";
+  if (role === "accessory" || role === "accessories") return "accessory";
+  return null;
+}
+
+function roleForItem(item: ManualLookItem, prompt: string): ManualLookPieceRole {
+  const promptRole = inferRoleFromPromptLine(prompt, item.id);
+  if (promptRole) return promptRole;
+  const role = roleForStylingItem(item);
+  if (role === "bottom") return "bottom";
+  if (role === "footwear") return "shoes";
+  if (role === "outerwear") return "outerwear";
+  if (role === "accessory") return "accessory";
+  return "top";
+}
+
+function itemLabel(item: ManualLookItem) {
+  return (
+    clean(item.name) ||
+    clean(item.subCategory) ||
+    clean(item.type) ||
+    clean(item.category) ||
+    "Wardrobe piece"
+  );
+}
+
+function itemImageUrl(item: ManualLookItem) {
+  return (
+    clean(item.images?.find((image) => image?.isPrimary)?.cleanedUrl) ||
+    clean(item.images?.find((image) => image?.isPrimary)?.originalUrl) ||
+    clean(item.images?.[0]?.cleanedUrl) ||
+    clean(item.images?.[0]?.originalUrl) ||
+    clean(item.photos?.cleanedPhotoUrl) ||
+    clean(item.photos?.cleanedUrl) ||
+    clean(item.photos?.primaryUrl) ||
+    clean(item.photos?.cleanedThumbUrl) ||
+    clean(item.photos?.thumbUrl) ||
+    clean(item.photos?.croppedUrl) ||
+    clean(item.photos?.urls?.[0]) ||
+    clean(item.photoUrl) ||
+    null
+  );
+}
+
+function selectedItemIdsFromPrompt(prompt: string) {
+  const ids: string[] = [];
+  for (const match of prompt.matchAll(/closet item id:\s*([^)\\\n;]+)/gi)) {
+    ids.push(clean(match[1]).replace(/[),.;]+$/g, ""));
+  }
+  const selectedIdsLine = prompt.match(/selected item ids?:\s*([^\n]+)/i)?.[1] ?? "";
+  ids.push(
+    ...selectedIdsLine
+      .split(/[,|]/g)
+      .map((value) => clean(value).replace(/[.;]+$/g, ""))
+      .filter(Boolean),
+  );
+  return uniqueStrings(ids, 12);
+}
+
+function matchesLabel(item: ManualLookItem, label: string) {
+  const target = normalized(label);
+  if (target.length < 3) return false;
+  const candidates = [
+    item.name,
+    item.subCategory,
+    item.type,
+    item.category,
+    item.brand,
+  ]
+    .map(normalized)
+    .filter((value) => value.length >= 3);
+  return candidates.some((candidate) => candidate === target || candidate.includes(target) || target.includes(candidate));
+}
+
+function closetItemForSuggestion(
+  label: string,
+  items: ManualLookItem[],
+  selectedIds: Set<string>,
+) {
+  if (!label || label.length > 90) return null;
+  return items.find((item) => !selectedIds.has(item.id) && matchesLabel(item, label)) ?? null;
+}
+
+function suggestionLabels(response?: ManualLookSourceResponse | null) {
+  return uniqueStrings([
+    ...(response?.recommendedAdditions ?? []),
+    ...(response?.missingPieces ?? []),
+    ...(response?.upgradeSuggestions ?? []),
+  ], 4);
+}
+
+export function isManualOutfitImprovementPrompt(prompt: string) {
+  return MANUAL_OUTFIT_RE.test(prompt) && selectedItemIdsFromPrompt(prompt).length > 0;
+}
+
+export function buildManualOutfitLookFromPrompt(
+  prompt: string,
+  closetItems: ManualLookItem[],
+  response?: ManualLookSourceResponse | null,
+): ManualLook | null {
+  if (!isManualOutfitImprovementPrompt(prompt)) return null;
+  const selectedIds = selectedItemIdsFromPrompt(prompt);
+  const itemsById = new Map(closetItems.map((item) => [item.id, item]));
+  const selectedItems = selectedIds.flatMap((id) => {
+    const item = itemsById.get(id);
+    return item ? [item] : [];
+  });
+  if (!selectedItems.length) return null;
+
+  const selectedPieces = selectedItems.map((item) => ({
+    role: roleForItem(item, prompt),
+    itemName: itemLabel(item),
+    source: "closet" as const,
+    itemId: item.id,
+    imageUrl: itemImageUrl(item),
+  }));
+  const selectedRoles = new Set(selectedPieces.map((piece) => piece.role));
+  if (!selectedRoles.has("top") || !selectedRoles.has("bottom") || !selectedRoles.has("shoes")) {
+    return null;
+  }
+
+  const selectedIdSet = new Set(selectedItems.map((item) => item.id));
+  const ownedSuggestions: ManualLookPiece[] = [];
+  const missingSuggestions: string[] = [];
+  for (const label of suggestionLabels(response)) {
+    const closetMatch = closetItemForSuggestion(label, closetItems, selectedIdSet);
+    if (closetMatch) {
+      selectedIdSet.add(closetMatch.id);
+      ownedSuggestions.push({
+        role: roleForItem(closetMatch, prompt),
+        itemName: itemLabel(closetMatch),
+        source: "closet",
+        itemId: closetMatch.id,
+        imageUrl: itemImageUrl(closetMatch),
+      });
+    } else {
+      missingSuggestions.push(label);
+    }
+  }
+
+  const pieces = [...selectedPieces, ...ownedSuggestions];
+  const fromCloset = uniqueStrings(pieces.filter((piece) => piece.source === "closet").map((piece) => piece.itemName));
+  const addToComplete = uniqueStrings(missingSuggestions, 3);
+  const top = selectedPieces.find((piece) => piece.role === "top")?.itemName;
+  const bottom = selectedPieces.find((piece) => piece.role === "bottom")?.itemName;
+  const shoes = selectedPieces.find((piece) => piece.role === "shoes")?.itemName;
+  const titleBase = [top, bottom].filter(Boolean).join(" + ");
+  const reply = clean(response?.reply);
+
+  return {
+    id: `manual_${selectedIds.join("_").slice(0, 80) || "selected"}`,
+    lookTitle: titleBase || "Manual Outfit Edit",
+    vibe: "Closet refinement",
+    shortExplanation:
+      reply ||
+      "AURA kept your selected closet pieces as the base and refined the styling around them.",
+    stylingNote:
+      clean(response?.swapSuggestion) ||
+      (shoes
+        ? `Keep the core outfit intact and let ${shoes.toLowerCase()} finish the proportion.`
+        : "Keep the core outfit intact and adjust only one styling detail."),
+    personalizationLabel: "From your selection",
+    personalizationNote: "Built from the closet pieces you selected in Studio.",
+    pieces,
+    fromCloset,
+    addToComplete,
+    alternates: clean(response?.swapSuggestion) ? [clean(response?.swapSuggestion)] : [],
+    actions: [
+      "saveLook",
+      "planForToday",
+      "likeLook",
+      "notMyVibe",
+      "showMoreLikeThis",
+      "lessLikeThis",
+      "shopMissingPieces",
+      "makeItDressier",
+    ],
+  };
+}
diff --git a/functions/src/shared/outfitEngine.ts b/functions/src/shared/outfitEngine.ts
index d902c71..abb2d9d 100644
--- a/functions/src/shared/outfitEngine.ts
+++ b/functions/src/shared/outfitEngine.ts
@@ -10,6 +10,11 @@ import {
   getAccessorySlot,
   type AccessorySlot,
 } from "../../../shared/accessorySlots";
+import { scoreOutfitStyling } from "./styling/stylingScore";
+import type {
+  StylingItem,
+  StylingScoreResult,
+} from "./styling/types";
 
 export const MODEL = "gpt-4.1-mini";
 const ALLOWED_COLOR_SET = new Set<string>(ALLOWED_COLORS);
@@ -106,7 +111,11 @@ export type WardrobeItem = {
   rise?: string | null;
   legShape?: string | null;
   colors?: string[];
+  aiColors?: string[];
   primaryColor?: string;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
+  aiColorLabel?: string | null;
   status?: string;
   laundryStatus?: string | null;
   isDraft?: boolean;
@@ -118,7 +127,13 @@ export type WardrobeItem = {
   formality?: string | null;
   wearSlot?: "core" | "accessory" | null;
   material?: string | null;
+  materials?: string[] | null;
   pattern?: string | null;
+  sleeveLength?: string | null;
+  neckline?: string | null;
+  collar?: string | null;
+  closure?: string | null;
+  length?: string | null;
   visualWeight?: string | null;
   aestheticTags?: string[];
   colorLabel?: string | null;
@@ -147,6 +162,8 @@ export type OutfitResult = {
   picks: Array<{slot: Slot; itemId: string}>;
   score: number;
   reason: string;
+  stylingScore?: number;
+  stylingIntelligence?: StylingScoreResult;
 };
 
 type ScoredItem = {
@@ -165,6 +182,8 @@ type OutfitCandidate = {
   score: number;
   reason: string;
   itemIds: string[];
+  stylingScore?: number;
+  stylingIntelligence?: StylingScoreResult;
 };
 
 export type OutfitDiversityOptions = {
@@ -1081,6 +1100,26 @@ function buildReason(
   return `${reasons.join(", ")}.`;
 }
 
+function stylingItemsForOutfit(chosen: ScoredItem[]): StylingItem[] {
+  return chosen.map((entry) => ({
+    ...entry.item,
+    role: entry.slot,
+    source: "closet",
+  }));
+}
+
+function stylingIntentForOutfit(intent: OutfitIntentV1) {
+  return {
+    occasion: intent.occasion,
+    formalityTarget: intent.formalityTarget,
+    requestText: [
+      intent.occasion,
+      intent.colorsWanted.length ? `wanted colors ${intent.colorsWanted.join(" ")}` : "",
+      intent.avoidLogos ? "avoid logos" : "",
+    ].filter(Boolean).join(" "),
+  };
+}
+
 function selectTopCandidates(
   items: WardrobeItem[],
   slot: Slot,
@@ -1163,7 +1202,7 @@ function assembleOutfits(
           for (const accessoryVariant of accessoryVariants) {
             const chosen = [...variant.chosen, ...accessoryVariant.chosen];
             const itemScores = chosen.map((value) => value.score);
-            const outfitScore =
+            const baseOutfitScore =
               itemScores.reduce((sum, value) => sum + value, 0) / itemScores.length +
               compatibilityBonus(
                 chosen.map((value) => value.item),
@@ -1172,6 +1211,14 @@ function assembleOutfits(
               variant.bonus +
               accessoryVariant.bonus +
               underusedWearableBonus(chosen.map((value) => value.item));
+            const stylingIntelligence = scoreOutfitStyling(
+              stylingItemsForOutfit(chosen),
+              stylingIntentForOutfit(intent),
+            );
+            // Keep the legacy item score shape, but let deterministic styling
+            // quality break ties and lift outfits with better fit/color/identity.
+            const outfitScore =
+              baseOutfitScore + ((stylingIntelligence.overallScore - 72) / 100) * 0.22;
             const picks = chosen.map((value) => ({
               slot: value.slot,
               itemId: value.item.id,
@@ -1184,6 +1231,8 @@ function assembleOutfits(
                 chosen.map((value) => ({slot: value.slot, item: value.item}))
               ),
               itemIds: picks.map((pick) => pick.itemId),
+              stylingScore: stylingIntelligence.overallScore,
+              stylingIntelligence,
             });
           }
         }
@@ -1614,6 +1663,8 @@ export async function persistGeneratedOutfits(params: {
       itemIds: outfit.itemIds,
       planned: true,
       score: outfit.score,
+      stylingScore: outfit.stylingScore,
+      stylingIntelligence: outfit.stylingIntelligence,
       reason: outfit.reason,
       version: "v1",
     });
@@ -1623,6 +1674,8 @@ export async function persistGeneratedOutfits(params: {
       picks: outfit.picks,
       score: outfit.score,
       reason: outfit.reason,
+      stylingScore: outfit.stylingScore,
+      stylingIntelligence: outfit.stylingIntelligence,
     };
   });
 
diff --git a/functions/src/shared/productLinkExtractor.ts b/functions/src/shared/productLinkExtractor.ts
index 9402760..8b0be56 100644
--- a/functions/src/shared/productLinkExtractor.ts
+++ b/functions/src/shared/productLinkExtractor.ts
@@ -7,6 +7,7 @@ import {
   safeFetch,
   validateSafeUrlForFetch,
 } from "./safeFetch";
+import { redactUid } from "./rateLimit";
 
 export type ProductMetadata = {
   sourceUrl: string;
@@ -1255,11 +1256,11 @@ function rankImageUrlsByUrlHeuristic(urls: string[], sourceUrl: string, label: s
     .sort((a, b) => b.score - a.score || a.index - b.index || a.url.localeCompare(b.url));
   ranked.forEach((entry, rank) => {
     logger.info("[LINK_IMAGE_SCORE] URL heuristic score", {
-      sourceUrl,
+      sourceUrl: redactUrlForLogs(sourceUrl),
       source: label,
       sourceIndex: entry.index,
       rank,
-      url: entry.url,
+      url: redactUrlForLogs(entry.url),
       score: entry.score,
       reasons: entry.reasons,
     });
@@ -1281,20 +1282,20 @@ function extractHmScopedProductImages(html: string, baseUrl: URL): string[] | nu
     "hm_scoped_json_ld",
   ).slice(0, 8);
   logger.info("[LINK_PRODUCT_SCOPE]", {
-    sourceUrl: baseUrl.toString(),
+    sourceUrl: redactUrlForLogs(baseUrl.toString()),
     retailer: "hm",
     articleId,
     productNodeCount: products.length,
     matchedSku: scopedProduct ? cleanText(scopedProduct.sku, 120) : null,
-    matchedTitle: scopedProduct ? cleanText(scopedProduct.name, 180) : null,
+    matchedTitleLength: scopedProduct ? String(cleanText(scopedProduct.name, 180) ?? "").length : 0,
     scopedImageCount: scopedImages.length,
   });
   logger.info("[LINK_IMAGE_CANDIDATES_SCOPED]", {
-    sourceUrl: baseUrl.toString(),
+    sourceUrl: redactUrlForLogs(baseUrl.toString()),
     retailer: "hm",
     articleId,
     candidateCount: scopedImages.length,
-    urls: scopedImages,
+    urls: scopedImages.map((url) => redactUrlForLogs(url)),
   });
   return scopedImages.length ? scopedImages : null;
 }
@@ -1635,31 +1636,31 @@ export function extractNikeSelectedVariantData(
   const colorDescription = cleanText(product.colorDescription, 120);
 
   logger.info("[NIKE_LINK] final resolved URL", {
-    sourceUrl,
-    finalResolvedUrl: canonicalUrl.toString(),
+    sourceUrl: redactUrlForLogs(sourceUrl),
+    finalResolvedUrl: redactUrlForLogs(canonicalUrl.toString()),
   });
   logger.info("[NIKE_LINK] selected variant detected", {
-    sourceUrl: canonicalUrl.toString(),
-    title,
-    colorway: colorDescription,
+    sourceUrl: redactUrlForLogs(canonicalUrl.toString()),
+    titleLength: String(title ?? "").length,
+    colorwayLength: String(colorDescription ?? "").length,
     styleColor,
   });
   logger.info("[NIKE_LINK] image candidates before filtering", {
-    sourceUrl: canonicalUrl.toString(),
+    sourceUrl: redactUrlForLogs(canonicalUrl.toString()),
     styleColor,
     candidateCount: genericCandidates.length,
   });
   logger.info("[NIKE_LINK] image candidates after filtering", {
-    sourceUrl: canonicalUrl.toString(),
+    sourceUrl: redactUrlForLogs(canonicalUrl.toString()),
     styleColor,
     candidateCount: imageUrls.length,
-    chosenPrimaryImage: imageUrls[0] ?? null,
+    chosenPrimaryImage: redactUrlForLogs(imageUrls[0] ?? null),
   });
   if (rejected.length) {
     logger.info("[NIKE_LINK] rejected image candidates", {
-      sourceUrl: canonicalUrl.toString(),
+      sourceUrl: redactUrlForLogs(canonicalUrl.toString()),
       styleColor,
-      rejected,
+      rejectedCount: rejected.length,
     });
   }
 
@@ -2030,12 +2031,12 @@ export function handleAmazonLink(url: URL, html: string): AmazonExtractionResult
   };
   logger.info("[AMAZON_LINK] extraction", {
     asin,
-    sourceUrl: url.toString(),
+    sourceUrl: redactUrlForLogs(url.toString()),
     success: !!title || imageUrls.length > 0,
     confidence,
     status,
-    title,
-    brand,
+    titleLength: String(title ?? "").length,
+    hasBrand: !!brand,
     category: inferred.category,
     subCategory: inferred.subCategory,
     imageCount: imageUrls.length,
@@ -2260,7 +2261,7 @@ export async function extractProductFromUrl(rawUrl: string): Promise<ProductExtr
   } catch (error) {
     logger.error("[AURA_LINK_ERROR] page fetch failed", {
       domain: url.hostname,
-      error,
+      error: error instanceof Error ? error.message : String(error),
     });
     throw error;
   }
@@ -2500,7 +2501,7 @@ export async function createDraftItemFromProductLink(params: {
       createdItemId = docRef.id;
     }
     logger.info("[AURA_LINK_DRAFT] draft item created", {
-      uid,
+      uidHash: redactUid(uid),
       itemId: createdItemId,
       domain: extraction.metadata.domain,
       imageCount: images.length,
@@ -2510,7 +2511,7 @@ export async function createDraftItemFromProductLink(params: {
       hasPhotoUrl: !!primaryUrl,
     });
     logger.info("[LINK_IMAGE_SAVE] product link draft image fields", {
-      uid,
+      uidHash: redactUid(uid),
       itemId: createdItemId,
       sourceUrl: redactUrlForLogs(extraction.metadata.sourceUrl),
       primaryUrl: redactUrlForLogs(primaryUrl),
@@ -2529,9 +2530,9 @@ export async function createDraftItemFromProductLink(params: {
     };
   } catch (error) {
     logger.error("[AURA_LINK_DRAFT] draft item creation failed", {
-      uid,
+      uidHash: redactUid(uid),
       domain: extraction.metadata.domain,
-      error,
+      error: error instanceof Error ? error.message : String(error),
     });
     throw new ProductLinkError("Could not create wardrobe draft.", "draft_failed");
   }
diff --git a/functions/src/shared/productUrlMetadata.ts b/functions/src/shared/productUrlMetadata.ts
index b6cd8e3..af7f935 100644
--- a/functions/src/shared/productUrlMetadata.ts
+++ b/functions/src/shared/productUrlMetadata.ts
@@ -269,7 +269,7 @@ async function fetchHtml(url: URL) {
     }
     logger.warn("[AURA_URL_FETCH] product URL fetch failed; trying retailer fallback", {
       host: url.hostname,
-      error,
+      error: error instanceof Error ? error.message : String(error),
     });
   }
 
@@ -340,7 +340,7 @@ async function tryHmContentFallback(
       logger.warn("[AURA_URL_FETCH] H&M content fallback failed", {
         host: url.hostname,
         fallbackHost: new URL(fallbackUrl).hostname,
-        error,
+        error: error instanceof Error ? error.message : String(error),
       });
     }
   }
diff --git a/functions/src/shared/rateLimit.ts b/functions/src/shared/rateLimit.ts
new file mode 100644
index 0000000..d084222
--- /dev/null
+++ b/functions/src/shared/rateLimit.ts
@@ -0,0 +1,102 @@
+import { createHash } from "node:crypto";
+
+import { getFirestore, Timestamp } from "firebase-admin/firestore";
+import { logger } from "firebase-functions/v2";
+import { HttpsError } from "firebase-functions/v2/https";
+
+export const RATE_LIMIT_MESSAGE = "Too many requests. Try again in a minute.";
+
+export type RateLimitRule = {
+  key: "minute" | "day";
+  max: number;
+  windowMs: number;
+  ttlMs: number;
+};
+
+const MINUTE = 60 * 1000;
+const DAY = 24 * 60 * MINUTE;
+
+function minuteLimit(max: number): RateLimitRule {
+  return { key: "minute", max, windowMs: MINUTE, ttlMs: DAY };
+}
+
+function dayLimit(max: number): RateLimitRule {
+  return { key: "day", max, windowMs: DAY, ttlMs: 14 * DAY };
+}
+
+export const RATE_LIMITS = {
+  auraChat: [minuteLimit(10), dayLimit(80)],
+  productLink: [minuteLimit(5), dayLimit(30)],
+  imageIngestion: [minuteLimit(3), dayLimit(25)],
+  outfitGeneration: [minuteLimit(10), dayLimit(100)],
+  voiceTranscription: [minuteLimit(6), dayLimit(60)],
+  accountDelete: [dayLimit(3)],
+} as const;
+
+export function redactUid(uid: string) {
+  return createHash("sha256").update(uid).digest("hex").slice(0, 12);
+}
+
+export function isRateLimitError(error: unknown): error is HttpsError {
+  return error instanceof HttpsError && error.code === "resource-exhausted";
+}
+
+export async function assertFunctionRateLimit(
+  uid: string,
+  endpoint: keyof typeof RATE_LIMITS | string,
+  rules: readonly RateLimitRule[],
+) {
+  const now = Date.now();
+  const db = getFirestore();
+  const uidHash = redactUid(uid);
+  const windows = rules.map((rule) => {
+    const bucket = Math.floor(now / rule.windowMs);
+    return {
+      rule,
+      ref: db
+        .collection("functionRateLimits")
+        .doc(String(endpoint))
+        .collection("users")
+        .doc(uidHash)
+        .collection("windows")
+        .doc(`${rule.key}_${bucket}`),
+      expiresAt: Timestamp.fromMillis(now + rule.ttlMs),
+    };
+  });
+
+  await db.runTransaction(async (transaction) => {
+    const snapshots = await Promise.all(windows.map((entry) => transaction.get(entry.ref)));
+    const blocked = snapshots
+      .map((snapshot, index) => ({
+        snapshot,
+        ...windows[index],
+      }))
+      .find(({ snapshot, rule }) => Number(snapshot.data()?.count ?? 0) >= rule.max);
+
+    if (blocked) {
+      logger.warn("[RATE_LIMIT] request blocked", {
+        endpoint,
+        uidHash,
+        window: blocked.rule.key,
+        max: blocked.rule.max,
+      });
+      throw new HttpsError("resource-exhausted", RATE_LIMIT_MESSAGE);
+    }
+
+    snapshots.forEach((snapshot, index) => {
+      const entry = windows[index];
+      const count = Number(snapshot.data()?.count ?? 0) + 1;
+      transaction.set(
+        entry.ref,
+        {
+          count,
+          endpoint: String(endpoint),
+          window: entry.rule.key,
+          updatedAt: Timestamp.fromMillis(now),
+          expiresAt: entry.expiresAt,
+        },
+        { merge: true },
+      );
+    });
+  });
+}
diff --git a/functions/src/shared/styling/colorEngine.ts b/functions/src/shared/styling/colorEngine.ts
new file mode 100644
index 0000000..663f752
--- /dev/null
+++ b/functions/src/shared/styling/colorEngine.ts
@@ -0,0 +1,282 @@
+import {
+  clampScore,
+  itemText,
+  normalizedText,
+  uniqueList,
+  type ColorEngineResult,
+  type StylingColorFamily,
+  type StylingItem,
+} from "./types";
+
+const NEUTRAL_FAMILIES = new Set<StylingColorFamily>([
+  "black",
+  "white",
+  "gray",
+  "navy",
+  "brown",
+  "beige",
+  "cream",
+]);
+
+const SATURATED_FAMILIES = new Set<StylingColorFamily>([
+  "blue",
+  "green",
+  "red",
+  "pink",
+  "purple",
+  "yellow",
+  "orange",
+]);
+
+const COMPLEMENTARY_PAIRS: Array<[StylingColorFamily, StylingColorFamily]> = [
+  ["blue", "orange"],
+  ["navy", "orange"],
+  ["red", "green"],
+  ["purple", "yellow"],
+];
+
+function colorFamilyFromText(value: unknown): StylingColorFamily {
+  const text = normalizedText(value);
+  if (!text) return "unknown";
+
+  if (/\b(multicolor|multi color|rainbow|colorblock|color block|assorted)\b/.test(text)) {
+    return "multicolor";
+  }
+  if (/\b(metallic|silver|gold|chrome|bronze|gunmetal|rose gold)\b/.test(text)) {
+    return "metallic";
+  }
+  if (/\b(black|charcoal|onyx|jet)\b/.test(text)) return "black";
+  if (/\b(white|ivory|optic|snow)\b/.test(text)) return "white";
+  if (/\b(grey|gray|heather|ash|slate)\b/.test(text)) return "gray";
+  if (/\b(navy|midnight)\b/.test(text)) return "navy";
+  if (/\b(blue|denim|indigo|cobalt|azure|teal)\b/.test(text)) return "blue";
+  if (/\b(brown|chocolate|tan|camel|taupe|espresso|mocha|walnut)\b/.test(text)) {
+    return "brown";
+  }
+  if (/\b(beige|khaki|sand|stone|oat|oatmeal)\b/.test(text)) return "beige";
+  if (/\b(cream|ecru|natural)\b/.test(text)) return "cream";
+  if (/\b(green|olive|sage|mint|forest|emerald)\b/.test(text)) return "green";
+  if (/\b(red|burgundy|maroon|crimson|wine)\b/.test(text)) return "red";
+  if (/\b(pink|rose|blush|fuchsia|magenta)\b/.test(text)) return "pink";
+  if (/\b(purple|violet|lavender|plum)\b/.test(text)) return "purple";
+  if (/\b(yellow|mustard|lemon)\b/.test(text)) return "yellow";
+  if (/\b(orange|coral|rust|terracotta)\b/.test(text)) return "orange";
+
+  return "unknown";
+}
+
+function rawColorValues(item: StylingItem): unknown[] {
+  return [
+    item.displayColor,
+    ...(item.displayColors ?? []),
+    item.primaryColor,
+    item.colorLabel,
+    item.aiColorLabel,
+    ...(item.colors ?? []),
+    ...(item.aiColors ?? []),
+  ];
+}
+
+export function normalizeColorFamily(value: unknown): StylingColorFamily {
+  return colorFamilyFromText(value);
+}
+
+export function colorFamiliesForItem(item: StylingItem): StylingColorFamily[] {
+  const families = rawColorValues(item)
+    .map(colorFamilyFromText)
+    .filter((family) => family !== "unknown");
+  return uniqueList(families);
+}
+
+function hasConfusingDisplayColors(item: StylingItem): boolean {
+  const rawDisplayColors = [
+    item.displayColor,
+    ...(item.displayColors ?? []),
+  ]
+    .map((value) => normalizedText(value))
+    .filter(Boolean);
+  if (rawDisplayColors.length <= 1) return false;
+  const rawUnique = new Set(rawDisplayColors);
+  const familyUnique = new Set(rawDisplayColors.map(colorFamilyFromText));
+  return rawUnique.size !== rawDisplayColors.length || familyUnique.size > 3;
+}
+
+function countFamilies(items: StylingItem[]): Map<StylingColorFamily, number> {
+  const counts = new Map<StylingColorFamily, number>();
+  for (const item of items) {
+    const families = colorFamiliesForItem(item);
+    if (!families.length) {
+      counts.set("unknown", (counts.get("unknown") ?? 0) + 1);
+      continue;
+    }
+    for (const family of families) {
+      counts.set(family, (counts.get(family) ?? 0) + 1);
+    }
+  }
+  return counts;
+}
+
+function containsAll(
+  families: Set<StylingColorFamily>,
+  values: StylingColorFamily[],
+): boolean {
+  return values.every((value) => families.has(value));
+}
+
+function inferPaletteLabel(
+  families: Set<StylingColorFamily>,
+  dominantColors: StylingColorFamily[],
+  accentColors: StylingColorFamily[],
+): string {
+  if (!dominantColors.length) return "Unknown palette";
+  if (containsAll(families, ["black", "white"])) return "Black and white";
+  if (containsAll(families, ["navy", "beige"])) return "Navy and beige";
+  if (containsAll(families, ["brown", "cream"])) return "Brown and cream";
+  if (families.size <= 2 && dominantColors.length === 1) {
+    return `Tonal ${dominantColors[0]}`;
+  }
+  if (accentColors.length === 1) return "Neutral with accent";
+  if (dominantColors.every((family) => NEUTRAL_FAMILIES.has(family))) {
+    return "Neutral palette";
+  }
+  return "Mixed palette";
+}
+
+export function scoreOutfitColors(items: StylingItem[]): ColorEngineResult {
+  const warnings: string[] = [];
+  const colorNotes: string[] = [];
+  const familyCounts = countFamilies(items);
+  const knownFamilies: StylingColorFamily[] = Array.from(familyCounts.keys()).filter(
+    (family) => family !== "unknown",
+  );
+  const uniqueFamilies: Set<StylingColorFamily> = new Set(knownFamilies);
+  const neutralCount = knownFamilies.filter((family) =>
+    NEUTRAL_FAMILIES.has(family)
+  ).length;
+  const saturatedFamilies = uniqueList(
+    knownFamilies.filter((family) => SATURATED_FAMILIES.has(family)),
+  );
+  const accentColors = saturatedFamilies.filter(
+    (family) => !NEUTRAL_FAMILIES.has(family),
+  );
+  const unknownCount = familyCounts.get("unknown") ?? 0;
+  const confusingDisplayCount = items.filter(hasConfusingDisplayColors).length;
+  let score = 72;
+
+  if (!items.length) {
+    return {
+      colorScore: 0,
+      paletteLabel: "Unknown palette",
+      colorNotes: ["No outfit items were available to score."],
+      dominantColors: [],
+      accentColors: [],
+      warnings: ["Missing outfit items."],
+    };
+  }
+
+  if (knownFamilies.length === 0) {
+    // Unknown-heavy palettes are not a style failure, but they should not look
+    // as confident as palettes with usable color metadata.
+    score -= 18;
+    warnings.push("Color metadata is missing for this outfit.");
+  } else if (unknownCount / items.length > 0.5) {
+    score -= 8;
+    warnings.push("Several pieces have unknown color metadata.");
+  }
+
+  if (confusingDisplayCount > 0) {
+    // Repeated or overly broad display colors make the UI and scoring less
+    // trustworthy, so this is a small metadata-quality penalty.
+    score -= Math.min(10, confusingDisplayCount * 4);
+    warnings.push("Some pieces have confusing display color metadata.");
+  }
+
+  if (neutralCount >= 2 && accentColors.length <= 1) {
+    // A neutral base with one controlled accent is the most reliable wearable
+    // color structure across casual and polished outfits.
+    score += 13;
+    colorNotes.push("Neutral base with controlled accent energy.");
+  }
+
+  if (uniqueFamilies.size <= 2 && knownFamilies.length >= 2) {
+    // Tonal looks usually read intentional even when the pieces are simple.
+    score += 10;
+    colorNotes.push("Tonal palette keeps the outfit cohesive.");
+  }
+
+  if (
+    containsAll(uniqueFamilies, ["black", "white"]) ||
+    containsAll(uniqueFamilies, ["navy", "beige"]) ||
+    containsAll(uniqueFamilies, ["brown", "cream"]) ||
+    containsAll(uniqueFamilies, ["blue", "white"])
+  ) {
+    // Classic combinations get a small lift because they tend to photograph
+    // cleanly and are easy to wear without extra explanation.
+    score += 8;
+    colorNotes.push("Classic color pairing gives it a proven base.");
+  }
+
+  if (
+    COMPLEMENTARY_PAIRS.some(([a, b]) => uniqueFamilies.has(a) && uniqueFamilies.has(b)) &&
+    saturatedFamilies.length <= 2
+  ) {
+    // Complementary colors can work well when the palette stays edited.
+    score += 4;
+    colorNotes.push("Complementary color tension is controlled.");
+  }
+
+  if (saturatedFamilies.length >= 3 && neutralCount < 2) {
+    // Three unrelated saturated families with no neutral anchor usually reads
+    // noisy rather than expressive.
+    score -= saturatedFamilies.length >= 4 ? 32 : 24;
+    warnings.push("Too many unrelated saturated colors are competing.");
+  } else if (saturatedFamilies.length >= 3) {
+    score -= 10;
+    warnings.push("The palette is colorful and needs careful styling.");
+  }
+
+  if (knownFamilies.includes("multicolor") && uniqueFamilies.size >= 4) {
+    score -= 8;
+    warnings.push("Multicolor pieces add extra palette complexity.");
+  }
+
+  const sortedColors = Array.from(familyCounts.entries())
+    .filter(([family]) => family !== "unknown")
+    .sort((a, b) => b[1] - a[1] || a[0].localeCompare(b[0]))
+    .map(([family]) => family);
+  const dominantColors = sortedColors.slice(0, 3);
+  const paletteLabel = inferPaletteLabel(
+    uniqueFamilies,
+    dominantColors,
+    accentColors,
+  );
+
+  if (!colorNotes.length) {
+    colorNotes.push(
+      knownFamilies.length
+        ? "Palette is wearable, with moderate cohesion."
+        : "Palette confidence is low until colors are added.",
+    );
+  }
+
+  const denimWhite =
+    uniqueFamilies.has("white") &&
+    items.some((item) => {
+      const text = itemText(item);
+      return /\b(denim|jean|jeans)\b/.test(text) &&
+        colorFamiliesForItem(item).some((family) => family === "blue" || family === "navy");
+    });
+  if (denimWhite) {
+    score += 5;
+    colorNotes.push("Denim and white keeps it classic.");
+  }
+
+  return {
+    colorScore: clampScore(score),
+    paletteLabel,
+    colorNotes: uniqueList(colorNotes).slice(0, 3),
+    dominantColors,
+    accentColors: accentColors.slice(0, 3),
+    warnings: uniqueList(warnings),
+  };
+}
diff --git a/functions/src/shared/styling/fitEngine.ts b/functions/src/shared/styling/fitEngine.ts
new file mode 100644
index 0000000..e4f8ecd
--- /dev/null
+++ b/functions/src/shared/styling/fitEngine.ts
@@ -0,0 +1,212 @@
+import {
+  clampScore,
+  itemText,
+  normalizedText,
+  roleForStylingItem,
+  uniqueList,
+  type FitEngineResult,
+  type StylingItem,
+  type StylingItemRole,
+} from "./types";
+
+type FitFamily = "slim" | "regular" | "relaxed" | "oversized" | "unknown";
+
+function fitFamily(item: StylingItem): FitFamily {
+  const text = itemText(item);
+  const explicit = normalizedText(item.fit);
+  if (/\b(oversized|boxy|baggy|wide|loose)\b/.test(`${explicit} ${text}`)) {
+    return "oversized";
+  }
+  if (/\b(relaxed|straight|classic)\b/.test(`${explicit} ${text}`)) {
+    return "relaxed";
+  }
+  if (/\b(slim|skinny|fitted|tailored|tapered)\b/.test(`${explicit} ${text}`)) {
+    return "slim";
+  }
+  if (/\b(regular|standard|normal)\b/.test(`${explicit} ${text}`)) {
+    return "regular";
+  }
+  return "unknown";
+}
+
+function formalityScore(item: StylingItem): number {
+  if (typeof item.formalityScore === "number" && Number.isFinite(item.formalityScore)) {
+    return Math.max(0, Math.min(1, item.formalityScore));
+  }
+  const text = itemText(item);
+  if (/\b(tuxedo|suit|formal|oxford|derby|dress shirt|dress shoe)\b/.test(text)) {
+    return 0.92;
+  }
+  if (/\b(blazer|trouser|loafer|button down|button up|polo|chino|silk|wool)\b/.test(text)) {
+    return 0.72;
+  }
+  if (/\b(jean|denim|tee|t shirt|sneaker|hoodie|sweatshirt|cargo)\b/.test(text)) {
+    return 0.38;
+  }
+  if (/\b(running|gym|athletic|training|performance|basketball)\b/.test(text)) {
+    return 0.18;
+  }
+  return 0.5;
+}
+
+function isHeavyLayer(item?: StylingItem): boolean {
+  if (!item) return false;
+  return /\b(hoodie|sweatshirt|chunky|heavy|fleece|puffer|parka|thick)\b/.test(itemText(item));
+}
+
+function isStructuredOuterwear(item?: StylingItem): boolean {
+  if (!item) return false;
+  return /\b(blazer|sport coat|suit jacket|trench|overcoat|wool coat)\b/.test(itemText(item));
+}
+
+function isRunningShoe(item?: StylingItem): boolean {
+  if (!item) return false;
+  return /\b(running|runner|training|athletic|gym|performance)\b/.test(itemText(item));
+}
+
+function isCleanFootwear(item?: StylingItem): boolean {
+  if (!item) return false;
+  return /\b(loafer|derby|oxford|chelsea|boot|minimal sneaker|clean sneaker|leather sneaker)\b/.test(
+    itemText(item),
+  );
+}
+
+function pickByRole(items: StylingItem[], role: StylingItemRole): StylingItem | undefined {
+  return items.find((item) => roleForStylingItem(item) === role);
+}
+
+function silhouetteFromFits(
+  topFit: FitFamily,
+  bottomFit: FitFamily,
+  hasOuterwear: boolean,
+): string {
+  if (topFit === "oversized" && (bottomFit === "slim" || bottomFit === "regular")) {
+    return hasOuterwear ? "Layered oversized top, clean bottom" : "Oversized top, clean bottom";
+  }
+  if ((topFit === "slim" || topFit === "regular") && bottomFit === "oversized") {
+    return "Clean top, wide bottom";
+  }
+  if (topFit === "oversized" && bottomFit === "oversized") {
+    return "Relaxed oversized stack";
+  }
+  if (topFit === "slim" && bottomFit === "slim") {
+    return "Slim streamlined fit";
+  }
+  if (topFit === "unknown" && bottomFit === "unknown") {
+    return hasOuterwear ? "Layered silhouette" : "Balanced silhouette";
+  }
+  return hasOuterwear ? "Balanced layered silhouette" : "Balanced silhouette";
+}
+
+export function scoreOutfitFit(items: StylingItem[]): FitEngineResult {
+  const fitNotes: string[] = [];
+  const warnings: string[] = [];
+  const top = pickByRole(items, "top") ?? pickByRole(items, "one_piece");
+  const bottom = pickByRole(items, "bottom");
+  const footwear = pickByRole(items, "footwear");
+  const outerwear = pickByRole(items, "outerwear");
+  const topFit = top ? fitFamily(top) : "unknown";
+  const bottomFit = bottom ? fitFamily(bottom) : "unknown";
+  const outerFit = outerwear ? fitFamily(outerwear) : "unknown";
+  let score = 76;
+
+  if (!items.length) {
+    return {
+      fitScore: 0,
+      fitNotes: ["No outfit items were available to score."],
+      silhouetteLabel: "Unknown silhouette",
+      warnings: ["Missing outfit items."],
+    };
+  }
+
+  if (topFit === "oversized" && (bottomFit === "slim" || bottomFit === "regular")) {
+    // Volume works best when the opposite half of the outfit gives it shape.
+    score += 11;
+    fitNotes.push("Oversized volume is balanced by a cleaner bottom.");
+  }
+
+  if ((topFit === "slim" || topFit === "regular") && bottomFit === "oversized") {
+    score += 7;
+    fitNotes.push("Wide bottoms are grounded by a cleaner top line.");
+  }
+
+  if (topFit === "oversized" && bottomFit === "oversized") {
+    // Double volume can be intentional streetwear, but it needs confidence and
+    // strong footwear; otherwise it loses proportion quickly.
+    score -= isCleanFootwear(footwear) || isRunningShoe(footwear) ? 5 : 12;
+    warnings.push("Top and bottom both read oversized, so proportion may feel heavy.");
+  }
+
+  if (topFit === "slim" && bottomFit === "slim") {
+    score -= 4;
+    fitNotes.push("The slim line is coherent, but a little shape contrast would add polish.");
+  }
+
+  if (outerwear) {
+    if ((outerFit === "slim" || outerFit === "regular") && isHeavyLayer(top)) {
+      // A slim outer layer over a thick hoodie/sweatshirt is the common v1
+      // layering failure: it bunches and looks accidental.
+      score -= 15;
+      warnings.push("Outerwear may be too trim for the layer underneath.");
+    } else if (
+      (outerFit === "regular" || outerFit === "relaxed" || outerFit === "oversized" || outerFit === "unknown") &&
+      top
+    ) {
+      score += 5;
+      fitNotes.push("Layering has enough room to sit cleanly.");
+    }
+
+    if (isStructuredOuterwear(outerwear) && isRunningShoe(footwear)) {
+      score -= 9;
+      warnings.push("Structured outerwear with running shoes creates a formality clash.");
+    }
+  }
+
+  if (footwear && bottom) {
+    const bottomText = itemText(bottom);
+    if (/\b(wide|baggy|cargo|relaxed)\b/.test(bottomText) && isRunningShoe(footwear)) {
+      score += 4;
+      fitNotes.push("Sporty footwear can support the wider lower-half proportion.");
+    }
+    if (/\b(trouser|tailored|straight|slim)\b/.test(bottomText) && isCleanFootwear(footwear)) {
+      score += 5;
+      fitNotes.push("Footwear sharpens the bottom proportion.");
+    }
+  }
+
+  const formalityScores = items
+    .filter((item) => roleForStylingItem(item) !== "accessory")
+    .map(formalityScore);
+  const formalityRange =
+    formalityScores.length > 1
+      ? Math.max(...formalityScores) - Math.min(...formalityScores)
+      : 0;
+  if (formalityRange > 0.55) {
+    // Big formality gaps are usually why a technically complete outfit still
+    // feels off: the pieces are speaking different dress codes.
+    score -= 18;
+    warnings.push("Pieces have a strong formality mismatch.");
+  } else if (formalityRange > 0.35) {
+    score -= 8;
+    warnings.push("There is a mild formality mismatch to watch.");
+  }
+
+  const unknownFitCount = [topFit, bottomFit, outerFit].filter(
+    (fit) => fit === "unknown",
+  ).length;
+  if (unknownFitCount >= 2) {
+    score -= 5;
+    warnings.push("Fit metadata is limited, so silhouette confidence is lower.");
+  }
+
+  if (!fitNotes.length) {
+    fitNotes.push("Core proportions are wearable and balanced.");
+  }
+
+  return {
+    fitScore: clampScore(score),
+    fitNotes: uniqueList(fitNotes).slice(0, 3),
+    silhouetteLabel: silhouetteFromFits(topFit, bottomFit, Boolean(outerwear)),
+    warnings: uniqueList(warnings),
+  };
+}
diff --git a/functions/src/shared/styling/styleIdentityEngine.ts b/functions/src/shared/styling/styleIdentityEngine.ts
new file mode 100644
index 0000000..09303e6
--- /dev/null
+++ b/functions/src/shared/styling/styleIdentityEngine.ts
@@ -0,0 +1,273 @@
+import {
+  clampScore,
+  itemText,
+  normalizedText,
+  parseStylingIntent,
+  roleForStylingItem,
+  uniqueList,
+  type StyleIdentityLabel,
+  type StyleIdentityResult,
+  type StylingIntentInput,
+  type StylingItem,
+} from "./types";
+import { colorFamiliesForItem } from "./colorEngine";
+
+type IdentitySignal = {
+  label: StyleIdentityLabel;
+  words: RegExp;
+  itemWeight: number;
+  intentWeight: number;
+};
+
+const IDENTITY_SIGNALS: IdentitySignal[] = [
+  {
+    label: "clean_luxury",
+    words: /\b(clean luxury|quiet luxury|cashmere|wool|silk|leather|tailored|loafer|trouser|overcoat|minimal blazer)\b/,
+    itemWeight: 4,
+    intentWeight: 6,
+  },
+  {
+    label: "streetwear",
+    words: /\b(streetwear|street|skate|hoodie|oversized|cargo|graphic|logo|sneaker|sneakers|bomber|baggy)\b/,
+    itemWeight: 4,
+    intentWeight: 6,
+  },
+  {
+    label: "smart_casual",
+    words: /\b(smart casual|blazer|button down|button up|polo|chino|trouser|loafer|clean sneaker|work dinner)\b/,
+    itemWeight: 4,
+    intentWeight: 6,
+  },
+  {
+    label: "minimal",
+    words: /\b(minimal|minimalist|simple|plain|solid|clean|quiet|essential|basic)\b/,
+    itemWeight: 3,
+    intentWeight: 5,
+  },
+  {
+    label: "sporty",
+    words: /\b(sport|sporty|athletic|gym|running|training|performance|jogger|track|sweat)\b/,
+    itemWeight: 4,
+    intentWeight: 6,
+  },
+  {
+    label: "formal",
+    words: /\b(formal|suit|tuxedo|dress shirt|oxford|derby|wedding|black tie|business formal)\b/,
+    itemWeight: 5,
+    intentWeight: 7,
+  },
+  {
+    label: "date_night",
+    words: /\b(date|date night|night out|dinner|sleek|fitted|black leather|silky|heel)\b/,
+    itemWeight: 3,
+    intentWeight: 7,
+  },
+  {
+    label: "vacation",
+    words: /\b(vacation|resort|beach|linen|camp collar|sandal|shorts|travel|pool)\b/,
+    itemWeight: 4,
+    intentWeight: 7,
+  },
+  {
+    label: "rave_techno",
+    words: /\b(rave|techno|club|mesh|metallic|harness|neon|industrial|black cargo)\b/,
+    itemWeight: 5,
+    intentWeight: 8,
+  },
+  {
+    label: "college_casual",
+    words: /\b(college|campus|class|lecture|backpack|hoodie|jeans|sneaker|sneakers)\b/,
+    itemWeight: 3,
+    intentWeight: 7,
+  },
+  {
+    label: "casual",
+    words: /\b(casual|tee|t shirt|jeans|denim|sneaker|sneakers|everyday|errand|relaxed)\b/,
+    itemWeight: 2.5,
+    intentWeight: 4,
+  },
+];
+
+const OCCASION_TARGETS: Record<string, StyleIdentityLabel[]> = {
+  formal: ["formal", "clean_luxury"],
+  work: ["smart_casual", "clean_luxury", "formal"],
+  smart_casual: ["smart_casual", "clean_luxury"],
+  date: ["date_night", "smart_casual", "clean_luxury"],
+  party: ["date_night", "rave_techno", "streetwear"],
+  gym: ["sporty"],
+  travel: ["vacation", "casual", "sporty"],
+  casual: ["casual", "streetwear", "minimal", "college_casual"],
+};
+
+function scoreIntentSignals(intentText: string): Map<StyleIdentityLabel, number> {
+  const scores = new Map<StyleIdentityLabel, number>();
+  if (!intentText) return scores;
+  for (const signal of IDENTITY_SIGNALS) {
+    if (signal.words.test(intentText)) {
+      const explicitLabel = signal.label.replace(/_/g, " ");
+      const explicitBoost = intentText.includes(explicitLabel) ? 4 : 0;
+      scores.set(
+        signal.label,
+        (scores.get(signal.label) ?? 0) + signal.intentWeight + explicitBoost,
+      );
+    }
+  }
+  return scores;
+}
+
+function scoreItemSignals(items: StylingItem[]): Map<StyleIdentityLabel, number> {
+  const scores = new Map<StyleIdentityLabel, number>();
+  for (const item of items) {
+    const text = itemText(item);
+    for (const signal of IDENTITY_SIGNALS) {
+      if (signal.words.test(text)) {
+        scores.set(signal.label, (scores.get(signal.label) ?? 0) + signal.itemWeight);
+      }
+    }
+
+    const role = roleForStylingItem(item);
+    const colors = colorFamiliesForItem(item);
+    if (
+      colors.length > 0 &&
+      colors.every((family) =>
+        ["black", "white", "gray", "navy", "beige", "cream", "brown"].includes(family)
+      )
+    ) {
+      scores.set("minimal", (scores.get("minimal") ?? 0) + 1.2);
+      scores.set("clean_luxury", (scores.get("clean_luxury") ?? 0) + 0.8);
+    }
+    if (role === "outerwear" && /\b(blazer|coat|trench)\b/.test(text)) {
+      scores.set("smart_casual", (scores.get("smart_casual") ?? 0) + 2);
+    }
+    if (role === "footwear" && /\b(loafer|oxford|derby)\b/.test(text)) {
+      scores.set("formal", (scores.get("formal") ?? 0) + 2);
+      scores.set("clean_luxury", (scores.get("clean_luxury") ?? 0) + 1.5);
+    }
+  }
+  return scores;
+}
+
+function mergedScores(
+  itemScores: Map<StyleIdentityLabel, number>,
+  intentScores: Map<StyleIdentityLabel, number>,
+): Array<[StyleIdentityLabel, number]> {
+  const labels = uniqueList([
+    ...Array.from(itemScores.keys()),
+    ...Array.from(intentScores.keys()),
+  ]);
+  return labels
+    .map((label) => [label, (itemScores.get(label) ?? 0) + (intentScores.get(label) ?? 0)] as [StyleIdentityLabel, number])
+    .sort((a, b) => b[1] - a[1] || a[0].localeCompare(b[0]));
+}
+
+function occasionFitScore(
+  identity: StyleIdentityLabel,
+  intentText: string,
+  occasion?: string | null,
+): number {
+  const normalizedOccasion = normalizedText(occasion);
+  const explicitTargets = OCCASION_TARGETS[normalizedOccasion] ?? [];
+  if (explicitTargets.length) {
+    if (explicitTargets[0] === identity) return 92;
+    if (explicitTargets.includes(identity)) return 82;
+    if (
+      normalizedOccasion === "formal" &&
+      ["streetwear", "sporty", "college_casual"].includes(identity)
+    ) {
+      return 48;
+    }
+    if (normalizedOccasion === "gym" && identity !== "sporty") return 54;
+    return 68;
+  }
+
+  for (const [key, targets] of Object.entries(OCCASION_TARGETS)) {
+    if (intentText.includes(key.replace("_", " "))) {
+      if (targets[0] === identity) return 92;
+      if (targets.includes(identity)) return 82;
+      return 66;
+    }
+  }
+
+  return 74;
+}
+
+function bestUseNote(identity: StyleIdentityLabel): string {
+  const notes: Record<StyleIdentityLabel, string> = {
+    clean_luxury: "polished everyday plans",
+    streetwear: "casual streetwear moments",
+    smart_casual: "work, dinner, or sharp daytime plans",
+    minimal: "simple everyday dressing",
+    sporty: "active or casual errands",
+    formal: "dressier events",
+    date_night: "dinner or night-out plans",
+    vacation: "travel and warm-weather plans",
+    rave_techno: "club, rave, or techno nights",
+    college_casual: "campus and easy daytime wear",
+    casual: "everyday casual wear",
+    mixed: "flexible styling",
+  };
+  return notes[identity];
+}
+
+export function detectStyleIdentity(
+  items: StylingItem[],
+  intent?: StylingIntentInput,
+): StyleIdentityResult {
+  const parsedIntent = parseStylingIntent(intent);
+  const intentText = normalizedText([
+    parsedIntent.requestText,
+    parsedIntent.occasion,
+    parsedIntent.vibe,
+  ].filter(Boolean).join(" "));
+  const itemScores = scoreItemSignals(items);
+  const intentScores = scoreIntentSignals(intentText);
+  const ranked = mergedScores(itemScores, intentScores);
+
+  if (!items.length) {
+    return {
+      styleScore: 0,
+      styleIdentity: "mixed",
+      styleNotes: ["No outfit items were available to score."],
+      occasionFit: 0,
+      confidence: 0,
+    };
+  }
+
+  const top = ranked[0];
+  const second = ranked[1];
+  const rawIdentity = top?.[0] ?? "mixed";
+  const rawScore = top?.[1] ?? 0;
+  const secondScore = second?.[1] ?? 0;
+  const margin = rawScore - secondScore;
+  const itemMetadataCount = items.filter((item) => itemText(item).length > 0).length;
+  const metadataConfidence = itemMetadataCount / Math.max(1, items.length);
+  const confidence = Math.max(
+    0.18,
+    Math.min(0.94, (rawScore / 18) * 0.62 + (margin / 12) * 0.18 + metadataConfidence * 0.2),
+  );
+  const identity =
+    rawScore < 4 || (ranked.length >= 3 && margin < 1.5)
+      ? "mixed"
+      : rawIdentity;
+  const occasionFit = occasionFitScore(identity, intentText, parsedIntent.occasion);
+  const styleScore = clampScore(confidence * 72 + occasionFit * 0.28);
+  const notes: string[] = [];
+
+  if (identity === "mixed") {
+    notes.push("Style signals are mixed, so AURA should keep the claim broad.");
+  } else {
+    notes.push(`Reads as ${identity.replace(/_/g, " ")}.`);
+  }
+  notes.push(`Best for ${bestUseNote(identity)}.`);
+  if (confidence < 0.45) {
+    notes.push("Confidence is lower because metadata is sparse or split.");
+  }
+
+  return {
+    styleScore,
+    styleIdentity: identity,
+    styleNotes: uniqueList(notes).slice(0, 3),
+    occasionFit,
+    confidence: Math.round(confidence * 100) / 100,
+  };
+}
diff --git a/functions/src/shared/styling/stylingScore.fixtures.ts b/functions/src/shared/styling/stylingScore.fixtures.ts
new file mode 100644
index 0000000..3add9f6
--- /dev/null
+++ b/functions/src/shared/styling/stylingScore.fixtures.ts
@@ -0,0 +1,106 @@
+import { scoreOutfitStyling } from "./stylingScore";
+import type { StylingItem, StylingScoreResult } from "./types";
+
+type StylingFixture = {
+  name: string;
+  intent: string;
+  items: StylingItem[];
+  expected: {
+    minOverall?: number;
+    maxOverall?: number;
+    styleIdentity?: StylingScoreResult["styleIdentity"];
+    paletteLabelIncludes?: string;
+    warningIncludes?: string;
+  };
+};
+
+function item(input: StylingItem): StylingItem {
+  return {
+    source: "closet",
+    ...input,
+  };
+}
+
+export const STYLING_ENGINE_FIXTURES: StylingFixture[] = [
+  {
+    name: "black tee + blue jeans + white sneakers",
+    intent: "casual everyday outfit",
+    items: [
+      item({id: "tee", role: "top", name: "Black tee", category: "top", colors: ["black"], fit: "regular", pattern: "solid"}),
+      item({id: "jeans", role: "bottom", name: "Blue jeans", category: "bottom", colors: ["blue"], fit: "straight", material: "denim"}),
+      item({id: "sneakers", role: "footwear", name: "White sneakers", category: "shoes", colors: ["white"], fit: "regular"}),
+    ],
+    expected: {minOverall: 76, styleIdentity: "casual"},
+  },
+  {
+    name: "oversized hoodie + slim jeans + sneakers",
+    intent: "streetwear campus outfit",
+    items: [
+      item({id: "hoodie", role: "top", name: "Oversized hoodie", category: "top", colors: ["gray"], fit: "oversized"}),
+      item({id: "jeans", role: "bottom", name: "Slim jeans", category: "bottom", colors: ["blue"], fit: "slim", material: "denim"}),
+      item({id: "sneakers", role: "footwear", name: "Sneakers", category: "shoes", colors: ["white"]}),
+    ],
+    expected: {minOverall: 78, styleIdentity: "streetwear"},
+  },
+  {
+    name: "blazer + shirt + trousers + loafers",
+    intent: "smart casual work dinner",
+    items: [
+      item({id: "blazer", role: "outerwear", name: "Navy blazer", category: "outerwear", colors: ["navy"], fit: "regular", material: "wool"}),
+      item({id: "shirt", role: "top", name: "White shirt", category: "top", colors: ["white"], fit: "slim"}),
+      item({id: "trousers", role: "bottom", name: "Gray trousers", category: "bottom", colors: ["gray"], fit: "straight"}),
+      item({id: "loafers", role: "footwear", name: "Brown loafers", category: "shoes", colors: ["brown"], material: "leather"}),
+    ],
+    expected: {minOverall: 82, styleIdentity: "smart_casual"},
+  },
+  {
+    name: "red hoodie + green pants + blue shoes",
+    intent: "casual outfit",
+    items: [
+      item({id: "hoodie", role: "top", name: "Red hoodie", category: "top", colors: ["red"], fit: "regular"}),
+      item({id: "pants", role: "bottom", name: "Green pants", category: "bottom", colors: ["green"], fit: "regular"}),
+      item({id: "shoes", role: "footwear", name: "Blue shoes", category: "shoes", colors: ["blue"]}),
+    ],
+    expected: {maxOverall: 70, warningIncludes: "saturated colors"},
+  },
+  {
+    name: "hoodie + blazer + running shoes",
+    intent: "smart casual dinner",
+    items: [
+      item({id: "hoodie", role: "top", name: "Heavy hoodie", category: "top", colors: ["gray"], fit: "oversized", material: "fleece"}),
+      item({id: "blazer", role: "outerwear", name: "Slim blazer", category: "outerwear", colors: ["navy"], fit: "slim"}),
+      item({id: "pants", role: "bottom", name: "Black trousers", category: "bottom", colors: ["black"], fit: "straight"}),
+      item({id: "shoes", role: "footwear", name: "Running shoes", category: "shoes", colors: ["white"], style: "athletic running"}),
+    ],
+    expected: {maxOverall: 76, warningIncludes: "formality"},
+  },
+];
+
+export function runStylingFixtureChecks(): StylingScoreResult[] {
+  return STYLING_ENGINE_FIXTURES.map((fixture) => {
+    const result = scoreOutfitStyling(fixture.items, fixture.intent);
+    const {expected} = fixture;
+    if (expected.minOverall != null && result.overallScore < expected.minOverall) {
+      throw new Error(`${fixture.name} scored below ${expected.minOverall}: ${result.overallScore}`);
+    }
+    if (expected.maxOverall != null && result.overallScore > expected.maxOverall) {
+      throw new Error(`${fixture.name} scored above ${expected.maxOverall}: ${result.overallScore}`);
+    }
+    if (expected.styleIdentity && result.styleIdentity !== expected.styleIdentity) {
+      throw new Error(`${fixture.name} style was ${result.styleIdentity}, expected ${expected.styleIdentity}`);
+    }
+    if (
+      expected.paletteLabelIncludes &&
+      !result.paletteLabel.toLowerCase().includes(expected.paletteLabelIncludes.toLowerCase())
+    ) {
+      throw new Error(`${fixture.name} palette was ${result.paletteLabel}`);
+    }
+    if (
+      expected.warningIncludes &&
+      !result.warnings.join(" ").toLowerCase().includes(expected.warningIncludes.toLowerCase())
+    ) {
+      throw new Error(`${fixture.name} warnings were ${result.warnings.join("; ")}`);
+    }
+    return result;
+  });
+}
diff --git a/functions/src/shared/styling/stylingScore.ts b/functions/src/shared/styling/stylingScore.ts
new file mode 100644
index 0000000..a3b08da
--- /dev/null
+++ b/functions/src/shared/styling/stylingScore.ts
@@ -0,0 +1,149 @@
+import { scoreOutfitColors } from "./colorEngine";
+import { scoreOutfitFit } from "./fitEngine";
+import { detectStyleIdentity } from "./styleIdentityEngine";
+import {
+  clampScore,
+  parseStylingIntent,
+  type StylingIntentInput,
+  type StylingItem,
+  type StylingItemRole,
+  type StylingScoreResult,
+  type StyleIdentityLabel,
+} from "./types";
+
+export type StylingLookPiece = {
+  role?: "top" | "bottom" | "shoes" | "outerwear" | "accessory" | string | null;
+  itemName?: string | null;
+  source?: "closet" | "suggested" | string | null;
+  itemId?: string | null;
+};
+
+function scoreLabel(score: number): string {
+  if (score >= 88) return "Excellent";
+  if (score >= 78) return "Strong";
+  if (score >= 66) return "Good";
+  if (score >= 52) return "Needs refinement";
+  return "Weak";
+}
+
+function bestUseCase(identity: StyleIdentityLabel, occasionFit: number): string {
+  if (occasionFit < 58) return "better as a style experiment than the requested occasion";
+  const labels: Record<StyleIdentityLabel, string> = {
+    clean_luxury: "polished everyday wear",
+    streetwear: "casual streetwear",
+    smart_casual: "smart casual plans",
+    minimal: "minimal everyday dressing",
+    sporty: "active casual wear",
+    formal: "formal plans",
+    date_night: "date night",
+    vacation: "vacation or travel",
+    rave_techno: "club or rave styling",
+    college_casual: "campus casual wear",
+    casual: "everyday casual wear",
+    mixed: "flexible casual styling",
+  };
+  return labels[identity];
+}
+
+export function scoreOutfitStyling(
+  items: StylingItem[],
+  intent?: StylingIntentInput,
+): StylingScoreResult {
+  const parsedIntent = parseStylingIntent(intent);
+  const fit = scoreOutfitFit(items);
+  const color = scoreOutfitColors(items);
+  const style = detectStyleIdentity(items, parsedIntent);
+
+  // v1 weights are intentionally transparent: proportions carry the most
+  // weight, color comes next, identity gives taste direction, and intent match
+  // nudges the score without letting prompt text overpower the actual outfit.
+  const overallScore = clampScore(
+    fit.fitScore * 0.35 +
+    color.colorScore * 0.30 +
+    style.styleScore * 0.25 +
+    style.occasionFit * 0.10,
+  );
+  const stylingNotes = [
+    fit.fitNotes[0],
+    color.colorNotes[0],
+    style.styleNotes[0],
+  ].filter((note): note is string => Boolean(note));
+  const warnings = [
+    ...fit.warnings,
+    ...color.warnings,
+    ...(style.confidence < 0.42 ? ["Style identity confidence is low."] : []),
+  ];
+
+  return {
+    overallScore,
+    fitScore: fit.fitScore,
+    colorScore: color.colorScore,
+    styleScore: style.styleScore,
+    occasionFit: style.occasionFit,
+    scoreLabel: scoreLabel(overallScore),
+    bestUseCase: bestUseCase(style.styleIdentity, style.occasionFit),
+    stylingNotes,
+    warnings: Array.from(new Set(warnings)),
+    styleIdentity: style.styleIdentity,
+    paletteLabel: color.paletteLabel,
+    silhouetteLabel: fit.silhouetteLabel,
+    fit,
+    color,
+    style,
+  };
+}
+
+function roleFromLookPiece(role: StylingLookPiece["role"]): StylingItemRole {
+  if (role === "shoes") return "footwear";
+  if (
+    role === "top" ||
+    role === "bottom" ||
+    role === "footwear" ||
+    role === "outerwear" ||
+    role === "accessory"
+  ) {
+    return role;
+  }
+  return "unknown";
+}
+
+export function scoreLookStylingFromPieces(
+  pieces: StylingLookPiece[],
+  closetItems: StylingItem[],
+  intent?: StylingIntentInput,
+): StylingScoreResult | null {
+  if (!pieces.length) return null;
+  const itemsById = new Map(
+    closetItems
+      .map((item) => [String(item.id ?? "").trim(), item] as const)
+      .filter(([id]) => Boolean(id)),
+  );
+  const warnings: string[] = [];
+  const scoringItems = pieces.map((piece) => {
+    const role = roleFromLookPiece(piece.role);
+    const itemId = String(piece.itemId ?? "").trim();
+    const closetItem = itemId ? itemsById.get(itemId) : null;
+    if (piece.source === "closet" && !closetItem) {
+      warnings.push("Some closet pieces could not be matched to wardrobe metadata.");
+    }
+    if (piece.source === "suggested") {
+      warnings.push("Suggested pieces have limited metadata.");
+    }
+    return {
+      ...(closetItem ?? {}),
+      id: closetItem?.id ?? (itemId || undefined),
+      role,
+      source:
+        piece.source === "closet" || piece.source === "suggested"
+          ? piece.source
+          : "unknown",
+      name: closetItem?.name ?? piece.itemName ?? null,
+      category: closetItem?.category ?? role,
+    } satisfies StylingItem;
+  });
+  const result = scoreOutfitStyling(scoringItems, intent);
+  return {
+    ...result,
+    warnings: Array.from(new Set([...result.warnings, ...warnings])),
+  };
+}
diff --git a/functions/src/shared/styling/types.ts b/functions/src/shared/styling/types.ts
new file mode 100644
index 0000000..96d7e45
--- /dev/null
+++ b/functions/src/shared/styling/types.ts
@@ -0,0 +1,228 @@
+export type StylingColorFamily =
+  | "black"
+  | "white"
+  | "gray"
+  | "navy"
+  | "blue"
+  | "brown"
+  | "beige"
+  | "cream"
+  | "green"
+  | "red"
+  | "pink"
+  | "purple"
+  | "yellow"
+  | "orange"
+  | "metallic"
+  | "multicolor"
+  | "unknown";
+
+export type StyleIdentityLabel =
+  | "clean_luxury"
+  | "streetwear"
+  | "smart_casual"
+  | "minimal"
+  | "sporty"
+  | "formal"
+  | "date_night"
+  | "vacation"
+  | "rave_techno"
+  | "college_casual"
+  | "casual"
+  | "mixed";
+
+export type StylingItemRole =
+  | "top"
+  | "bottom"
+  | "footwear"
+  | "outerwear"
+  | "accessory"
+  | "one_piece"
+  | "unknown";
+
+export type StylingItem = {
+  id?: string | null;
+  role?: StylingItemRole | "shoes" | null;
+  source?: "closet" | "suggested" | "unknown" | null;
+  name?: string | null;
+  brand?: string | null;
+  category?: string | null;
+  subCategory?: string | null;
+  type?: string | null;
+  colors?: string[] | null;
+  aiColors?: string[] | null;
+  primaryColor?: string | null;
+  displayColor?: string | null;
+  displayColors?: string[] | null;
+  colorLabel?: string | null;
+  aiColorLabel?: string | null;
+  material?: string | null;
+  materials?: string[] | null;
+  pattern?: string | null;
+  fit?: string | null;
+  rise?: string | null;
+  legShape?: string | null;
+  sleeveLength?: string | null;
+  neckline?: string | null;
+  collar?: string | null;
+  closure?: string | null;
+  length?: string | null;
+  occasionTags?: string[] | null;
+  seasonTags?: string[] | null;
+  style?: string | null;
+  aestheticTags?: string[] | null;
+  detailTags?: string[] | null;
+  formality?: string | null;
+  formalityScore?: number | null;
+  visualWeight?: string | null;
+};
+
+export type StylingIntent = {
+  requestText?: string | null;
+  occasion?: string | null;
+  vibe?: string | null;
+  formalityTarget?: number | null;
+};
+
+export type StylingIntentInput = string | StylingIntent | null | undefined;
+
+export type FitEngineResult = {
+  fitScore: number;
+  fitNotes: string[];
+  silhouetteLabel: string;
+  warnings: string[];
+};
+
+export type ColorEngineResult = {
+  colorScore: number;
+  paletteLabel: string;
+  colorNotes: string[];
+  dominantColors: StylingColorFamily[];
+  accentColors: StylingColorFamily[];
+  warnings: string[];
+};
+
+export type StyleIdentityResult = {
+  styleScore: number;
+  styleIdentity: StyleIdentityLabel;
+  styleNotes: string[];
+  occasionFit: number;
+  confidence: number;
+};
+
+export type StylingScoreResult = {
+  overallScore: number;
+  fitScore: number;
+  colorScore: number;
+  styleScore: number;
+  occasionFit: number;
+  scoreLabel: string;
+  bestUseCase: string;
+  stylingNotes: string[];
+  warnings: string[];
+  styleIdentity: StyleIdentityLabel;
+  paletteLabel: string;
+  silhouetteLabel: string;
+  fit: FitEngineResult;
+  color: ColorEngineResult;
+  style: StyleIdentityResult;
+};
+
+export function clampScore(value: number): number {
+  if (!Number.isFinite(value)) return 0;
+  return Math.max(0, Math.min(100, Math.round(value)));
+}
+
+export function normalizedText(value: unknown): string {
+  return String(value ?? "")
+    .toLowerCase()
+    .replace(/[_-]+/g, " ")
+    .replace(/[^a-z0-9\s]/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
+}
+
+export function uniqueList<T>(values: T[]): T[] {
+  return Array.from(new Set(values));
+}
+
+export function parseStylingIntent(intent?: StylingIntentInput): StylingIntent {
+  if (typeof intent === "string") {
+    return {requestText: intent};
+  }
+  if (!intent || typeof intent !== "object") {
+    return {};
+  }
+  return intent;
+}
+
+export function roleForStylingItem(item: StylingItem): StylingItemRole {
+  const explicit = normalizedText(item.role);
+  if (explicit === "shoes") return "footwear";
+  if (
+    explicit === "top" ||
+    explicit === "bottom" ||
+    explicit === "footwear" ||
+    explicit === "outerwear" ||
+    explicit === "accessory" ||
+    explicit === "one piece" ||
+    explicit === "one_piece"
+  ) {
+    return explicit === "one piece" ? "one_piece" : (explicit as StylingItemRole);
+  }
+
+  const text = normalizedText([
+    item.category,
+    item.subCategory,
+    item.type,
+    item.name,
+  ].filter(Boolean).join(" "));
+
+  if (/\b(dress|jumpsuit|romper|one piece|matching set)\b/.test(text)) {
+    return "one_piece";
+  }
+  if (/\b(jacket|coat|blazer|hoodie|cardigan|outerwear|overshirt|trench|parka|bomber)\b/.test(text)) {
+    return "outerwear";
+  }
+  if (/\b(pants|jeans|trousers|shorts|skirt|cargo|chino|jogger|bottom)\b/.test(text)) {
+    return "bottom";
+  }
+  if (/\b(shoe|sneaker|boot|loafer|heel|sandal|slide|oxford|derby|footwear)\b/.test(text)) {
+    return "footwear";
+  }
+  if (/\b(bag|belt|watch|jewelry|jewellery|hat|cap|sunglasses|scarf|accessory)\b/.test(text)) {
+    return "accessory";
+  }
+  if (/\b(tee|t shirt|shirt|top|sweater|sweatshirt|blouse|tank|polo)\b/.test(text)) {
+    return "top";
+  }
+  return "unknown";
+}
+
+export function itemText(item: StylingItem): string {
+  return normalizedText([
+    item.name,
+    item.brand,
+    item.category,
+    item.subCategory,
+    item.type,
+    item.material,
+    ...(item.materials ?? []),
+    item.pattern,
+    item.fit,
+    item.rise,
+    item.legShape,
+    item.sleeveLength,
+    item.neckline,
+    item.collar,
+    item.closure,
+    item.length,
+    ...(item.occasionTags ?? []),
+    ...(item.seasonTags ?? []),
+    item.style,
+    ...(item.aestheticTags ?? []),
+    ...(item.detailTags ?? []),
+    item.formality,
+    item.visualWeight,
+  ].filter(Boolean).join(" "));
+}
diff --git a/functions/src/transcribeAuraAudio.ts b/functions/src/transcribeAuraAudio.ts
index 5a36c68..5979f5f 100644
--- a/functions/src/transcribeAuraAudio.ts
+++ b/functions/src/transcribeAuraAudio.ts
@@ -3,6 +3,13 @@ import { logger } from "firebase-functions/v2";
 import { getStorage } from "firebase-admin/storage";
 import OpenAI, { toFile } from "openai";
 
+import {
+  RATE_LIMITS,
+  assertFunctionRateLimit,
+  redactUid,
+} from "./shared/rateLimit";
+import { requireOpenAiApiKey } from "./shared/env";
+
 const MAX_AUDIO_BYTES = 10 * 1024 * 1024;
 
 function customError(
@@ -25,6 +32,8 @@ export const transcribeAuraAudio = onCall(
     if (!uid) {
       throw customError("unauthenticated", "unauthorized", "User must be signed in.");
     }
+    await assertFunctionRateLimit(uid, "voiceTranscription", RATE_LIMITS.voiceTranscription);
+    const uidHash = redactUid(uid);
 
     const storagePath = String(request.data?.storagePath ?? "").trim();
     const requestedMimeType = String(request.data?.mimeType ?? "").trim() || null;
@@ -42,8 +51,8 @@ export const transcribeAuraAudio = onCall(
     try {
       const [metadata] = await file.getMetadata().catch((error) => {
         logger.warn("[AURA_TRANSCRIBE] temp audio metadata read failed", {
-          uid,
-          storagePath,
+          uidHash,
+          hasStoragePath: !!storagePath,
           error: error instanceof Error ? error.message : String(error),
         });
         throw customError("invalid-argument", "invalid_path", "Audio file was not found.");
@@ -62,22 +71,22 @@ export const transcribeAuraAudio = onCall(
 
       const [buffer] = await file.download();
       logger.info("[AURA_TRANSCRIBE] temp audio downloaded", {
-        uid,
-        storagePath,
+        uidHash,
+        hasStoragePath: !!storagePath,
         size,
         contentType,
         durationMs: Number.isFinite(durationMs) && durationMs > 0 ? durationMs : null,
       });
 
-      const client = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
+      const client = new OpenAI({ apiKey: requireOpenAiApiKey() });
       const transcript = await client.audio.transcriptions.create({
         model: "gpt-4o-mini-transcribe",
         file: await toFile(buffer, "aura-audio.m4a", { type: contentType }),
       });
       const text = String(transcript.text ?? "").trim();
       logger.info("[AURA_TRANSCRIBE] transcription complete", {
-        uid,
-        storagePath,
+        uidHash,
+        hasStoragePath: !!storagePath,
         transcriptLength: text.length,
       });
 
@@ -85,8 +94,8 @@ export const transcribeAuraAudio = onCall(
     } catch (error) {
       if (error instanceof HttpsError) throw error;
       logger.error("[AURA_TRANSCRIBE] transcription failed", {
-        uid,
-        storagePath,
+        uidHash,
+        hasStoragePath: !!storagePath,
         error: error instanceof Error ? error.message : String(error),
       });
       throw customError("internal", "transcription_failed", "Unable to transcribe audio.");
@@ -94,8 +103,8 @@ export const transcribeAuraAudio = onCall(
       await file.delete().catch((error) => {
         if ((error as { code?: unknown })?.code === 404) return;
         logger.warn("[AURA_TRANSCRIBE] temp audio delete failed", {
-          uid,
-          storagePath,
+          uidHash,
+          hasStoragePath: !!storagePath,
           error: error instanceof Error ? error.message : String(error),
         });
       });
diff --git a/storage.rules b/storage.rules
index 1048f6b..e28e5bc 100644
--- a/storage.rules
+++ b/storage.rules
@@ -31,7 +31,8 @@ service firebase.storage {
 
     match /users/{uid}/{allPaths=**} {
       allow read: if isOwner(uid);
-      allow write: if isOwner(uid) && isValidImage();
+      allow create, update: if isOwner(uid) && isValidImage();
+      allow delete: if isOwner(uid);
     }
 
     match /{allPaths=**} {

From 0d8b115a13fdfe47ce14aa6b762186d85a4c6809 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 8 May 2026 17:13:52 -0500
Subject: [PATCH 85/93] style(ui): polish premium surfaces and sheets

---
 app/(tabs)/closet.tsx                         | 169 +++++++++---------
 app/(tabs)/index.tsx                          |   3 +-
 app/(tabs)/profile.tsx                        |  42 ++---
 app/profile/my-looks.tsx                      |   7 +-
 constants/theme.ts                            |   6 +-
 src/components/AgendaCard.tsx                 |  23 +--
 src/components/DailyOutfitCard.tsx            |  22 +--
 src/components/ai/AuraHeader.tsx              |   2 +-
 src/components/ai/AuraReplyCard.tsx           | 136 +++++++-------
 src/components/ai/OutfitMessage.tsx           |  11 +-
 src/components/aura/AuraGradientButton.tsx    |   8 +-
 src/components/aura/AuraTrainingCard.tsx      |   2 +-
 src/components/calendar/CalendarHeader.tsx    |   8 +-
 src/components/calendar/CalendarWeekStrip.tsx |  22 +--
 src/components/calendar/DateRail.tsx          |  39 ++--
 src/components/calendar/DayContextCard.tsx    |  14 +-
 src/components/calendar/TimelineCard.tsx      |   6 +-
 src/components/calendar/WeatherStrip.tsx      |  12 +-
 src/components/closet/ClosetFilterSheet.tsx   |  46 ++---
 src/components/home/HomeHero.tsx              |  22 +--
 src/components/home/homeTypography.ts         |   2 +-
 src/components/profile/MyLookThumbnail.tsx    |   6 +-
 src/components/shop/ShopOptionsSheet.tsx      |  57 +++---
 src/components/ui/AuraPrimitives.tsx          |  34 +++-
 src/components/ui/auraStylePrimitives.ts      |   7 +-
 src/constants/auraControls.ts                 |   4 +-
 src/constants/dock.ts                         |   7 +-
 27 files changed, 366 insertions(+), 351 deletions(-)

diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index b8cb945..11dee52 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -45,6 +45,9 @@ import {
   auraChipTextStyle,
   auraSheetBackdropStyle,
   auraSurfaceTiers,
+  AuraSheetBackdrop,
+  AuraSheetSurface,
+  AuraTopSafeAreaScrim,
   auraTypography,
 } from "@/src/components/ui/auraStylePrimitives";
 import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
@@ -157,7 +160,6 @@ const PROCESSING_STALE_TIMEOUT_MS = 15 * 60 * 1000;
 const SEARCH_PREVIEW_LIMIT = 8;
 const CLOSET_FAB_SIZE = 66;
 const CLOSET_FAB_DOCK_GAP = 22;
-const CLOSET_ADD_MENU_GAP = 8;
 const DEBUG_CLOSET_CLIENT = __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 function debugClosetLog(...args: Parameters<typeof console.log>) {
   if (DEBUG_CLOSET_CLIENT) {
@@ -1122,9 +1124,6 @@ export default function ClosetScreen() {
   const closetFabRight = Math.max(18, layout.horizontalPadding);
   const closetFabBottom =
     layout.composerOffset + Math.max(0, CLOSET_FAB_DOCK_GAP - FLOATING_CONTROL_GAP);
-  const closetAddMenuWidth = Math.min(296, layout.width - layout.horizontalPadding * 2);
-  const closetAddMenuRight = closetFabRight;
-  const closetAddMenuBottom = closetFabBottom + CLOSET_FAB_SIZE + CLOSET_ADD_MENU_GAP;
 
   useEffect(() => {
     setSelectedItemIds((prev) => {
@@ -1819,6 +1818,7 @@ export default function ClosetScreen() {
 
   return (
     <View style={{ flex: 1, backgroundColor: colors.background }}>
+      <AuraTopSafeAreaScrim color={colors.background} />
       <View
         style={{
           paddingTop: layout.topContentInset,
@@ -2101,41 +2101,46 @@ export default function ClosetScreen() {
         </Pressable>
       </Modal>
 
-      {quickAddOpen ? (
-        <Pressable
-          onPress={() => setQuickAddOpen(false)}
+      <Modal
+        visible={quickAddOpen}
+        transparent
+        animationType="fade"
+        onRequestClose={() => setQuickAddOpen(false)}
+      >
+        <AuraSheetBackdrop
           style={{
-            position: "absolute",
-            top: 0,
-            right: 0,
-            bottom: 0,
-            left: 0,
-            backgroundColor: "rgba(2,0,8,0.06)",
-            zIndex: 30,
+            paddingHorizontal: layout.horizontalPadding,
+            paddingBottom: Math.max(layout.floatingDockBottom + 12, 20),
           }}
         >
           <Pressable
-            onPress={(event) => event.stopPropagation()}
+            style={{ position: "absolute", top: 0, right: 0, bottom: 0, left: 0 }}
+            onPress={() => setQuickAddOpen(false)}
+          />
+          <AuraSheetSurface
             style={{
-              position: "absolute",
-              right: closetAddMenuRight,
-              bottom: closetAddMenuBottom,
-              width: closetAddMenuWidth,
-              borderRadius: 24,
-              borderWidth: 1,
-              borderColor: "rgba(251,228,216,0.16)",
-              backgroundColor: "rgba(24,6,36,0.97)",
-              padding: 10,
-              gap: 7,
-              overflow: "visible",
-              boxShadow: "0 16px 34px rgba(0,0,0,0.24)",
+              padding: 16,
+              gap: 12,
+              borderRadius: layout.largeRadius,
+              backgroundColor: colors.surfaceElevated,
             }}
           >
-            <View style={{ paddingHorizontal: 5, paddingTop: 2, paddingBottom: 2, gap: 2 }}>
+            <View
+              pointerEvents="none"
+              style={{
+                alignSelf: "center",
+                width: 42,
+                height: 4,
+                borderRadius: 999,
+                backgroundColor: colors.borderStrong,
+                marginBottom: 2,
+              }}
+            />
+            <View style={{ gap: 4, paddingBottom: 2 }}>
               <Text style={[auraTypography.cardTitle, { color: colors.text, fontSize: 18 }]}>
                 Add item
               </Text>
-              <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 12.5, lineHeight: 17 }]}>
+              <Text style={[auraTypography.bodySecondary, { color: colors.textSecondary, fontSize: 12.5, lineHeight: 18, fontWeight: "400" }]}>
                 Fast capture for your wardrobe.
               </Text>
             </View>
@@ -2172,25 +2177,9 @@ export default function ClosetScreen() {
               disabled={quickAdding}
               onPress={openManualAddFromCloset}
             />
-            <View
-              pointerEvents="none"
-              style={{
-                position: "absolute",
-                right: Math.max(18, CLOSET_FAB_SIZE / 2 - 8),
-                bottom: -7,
-                width: 16,
-                height: 16,
-                borderRadius: 3,
-                backgroundColor: "rgba(24,6,36,0.97)",
-                borderRightWidth: 1,
-                borderBottomWidth: 1,
-                borderColor: "rgba(251,228,216,0.16)",
-                transform: [{ rotate: "45deg" }],
-              }}
-            />
-          </Pressable>
-        </Pressable>
-      ) : null}
+          </AuraSheetSurface>
+        </AuraSheetBackdrop>
+      </Modal>
 
       <Modal
         visible={linkModalOpen}
@@ -2246,9 +2235,9 @@ export default function ClosetScreen() {
                     borderRadius: 999,
                     alignItems: "center",
                     justifyContent: "center",
-                    backgroundColor: "rgba(255,239,229,0.07)",
+                    backgroundColor: colors.surfaceMuted,
                     borderWidth: 1,
-                    borderColor: "rgba(255,239,229,0.12)",
+                    borderColor: colors.border,
                     opacity: productLinkBusy ? 0.45 : pressed ? 0.74 : 1,
                   })}
                 >
@@ -2273,7 +2262,7 @@ export default function ClosetScreen() {
                   keyboardAppearance="dark"
                   keyboardType="url"
                   placeholder="https://..."
-                  placeholderTextColor="rgba(255,239,229,0.45)"
+                  placeholderTextColor={colors.textMuted}
                   editable={!productLinkBusy}
                   onSubmitEditing={() => void handleImportProductLink()}
                   style={{
@@ -2301,11 +2290,16 @@ export default function ClosetScreen() {
                 {productLinkChipLabel ? (
                   <View
                     style={{
-                      alignSelf: "flex-end",
-                      ...auraChipStyle(colors, "metadata"),
-                      paddingHorizontal: 13,
+                      alignSelf: "stretch",
+                      borderRadius: 14,
+                      borderWidth: 1,
+                      borderColor: colors.border,
+                      backgroundColor: colors.surfaceMuted,
+                      paddingHorizontal: 12,
+                      paddingVertical: 8,
                       flexDirection: "row",
                       gap: 7,
+                      alignItems: "center",
                     }}
                   >
                     <Ionicons name="link-outline" size={14} color={colors.textSecondary} />
@@ -2368,16 +2362,16 @@ export default function ClosetScreen() {
                     borderRadius: 22,
                     padding: 14,
                     gap: 12,
-                    backgroundColor: "rgba(255,239,229,0.06)",
+                    backgroundColor: colors.surfaceMuted,
                     borderWidth: 1,
-                    borderColor: "rgba(255,196,180,0.22)",
+                    borderColor: colors.borderStrong,
                   }}
                 >
                   <View style={{ gap: 5 }}>
                     <Text style={{ color: colors.text, fontSize: 15, lineHeight: 19, fontWeight: "600" }}>
                       {productLinkRecoverableError.title}
                     </Text>
-                    <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "600" }}>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 17, fontWeight: "400" }}>
                       {productLinkRecoverableError.message}
                     </Text>
                   </View>
@@ -2386,31 +2380,31 @@ export default function ClosetScreen() {
                       onPress={() => void handleImportProductLink()}
                       disabled={productLinkBusy || !normalizedProductLink}
                       style={({ pressed }) => ({
-                        minHeight: 40,
+                        minHeight: 42,
                         borderRadius: 999,
-                        paddingHorizontal: 13,
+                        paddingHorizontal: 14,
                         alignItems: "center",
                         justifyContent: "center",
-                        backgroundColor: "rgba(255,239,229,0.13)",
+                        backgroundColor: colors.accent,
                         borderWidth: 1,
-                        borderColor: "rgba(255,239,229,0.18)",
+                        borderColor: colors.borderStrong,
                         opacity: productLinkBusy || !normalizedProductLink ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
-                      <Text style={{ color: colors.text, fontSize: 12.5, fontWeight: "600" }}>Try again</Text>
+                      <Text style={{ color: colors.primaryText, fontSize: 12.5, fontWeight: "600" }}>Try again</Text>
                     </Pressable>
                     <Pressable
                       onPress={() => void handleAddProductLinkFromScreenshot()}
                       disabled={productLinkBusy}
                       style={({ pressed }) => ({
-                        minHeight: 40,
+                        minHeight: 42,
                         borderRadius: 999,
                         paddingHorizontal: 13,
                         alignItems: "center",
                         justifyContent: "center",
-                        backgroundColor: "rgba(255,239,229,0.09)",
+                        backgroundColor: colors.surfaceElevated,
                         borderWidth: 1,
-                        borderColor: "rgba(255,239,229,0.15)",
+                        borderColor: colors.border,
                         opacity: productLinkBusy ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
@@ -2420,14 +2414,14 @@ export default function ClosetScreen() {
                       onPress={() => void handleOpenProductLinkManually()}
                       disabled={!normalizedProductLink}
                       style={({ pressed }) => ({
-                        minHeight: 40,
+                        minHeight: 42,
                         borderRadius: 999,
                         paddingHorizontal: 13,
                         alignItems: "center",
                         justifyContent: "center",
-                        backgroundColor: "rgba(255,239,229,0.055)",
+                        backgroundColor: "transparent",
                         borderWidth: 1,
-                        borderColor: "rgba(255,239,229,0.12)",
+                        borderColor: "transparent",
                         opacity: !normalizedProductLink ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
@@ -2437,14 +2431,14 @@ export default function ClosetScreen() {
                       onPress={closeProductLinkSheet}
                       disabled={productLinkBusy}
                       style={({ pressed }) => ({
-                        minHeight: 40,
+                        minHeight: 42,
                         borderRadius: 999,
                         paddingHorizontal: 13,
                         alignItems: "center",
                         justifyContent: "center",
-                        backgroundColor: "rgba(255,239,229,0.035)",
+                        backgroundColor: "transparent",
                         borderWidth: 1,
-                        borderColor: "rgba(255,239,229,0.10)",
+                        borderColor: "transparent",
                         opacity: productLinkBusy ? 0.5 : pressed ? 0.78 : 1,
                       })}
                     >
@@ -2460,15 +2454,14 @@ export default function ClosetScreen() {
                     borderRadius: 22,
                     padding: 14,
                     gap: 10,
-                    backgroundColor: "rgba(255,239,229,0.055)",
+                    backgroundColor: colors.surfaceMuted,
                     borderWidth: 1,
-                    borderColor: "rgba(255,239,229,0.12)",
-                    flexDirection: "row",
-                    alignItems: "center",
+                    borderColor: colors.border,
                   }}
                 >
-                  <ActivityIndicator color={colors.ctaCream} />
-                  <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "600" }}>
+                  <AuraSkeletonLine width="48%" height={12} />
+                  <AuraSkeletonLine width="74%" height={10} />
+                  <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, fontWeight: "400" }}>
                     Reading product details...
                   </Text>
                 </View>
@@ -2480,9 +2473,9 @@ export default function ClosetScreen() {
                     borderRadius: 24,
                     padding: 12,
                     gap: 12,
-                    backgroundColor: "rgba(255,239,229,0.06)",
+                    backgroundColor: colors.surfaceMuted,
                     borderWidth: 1,
-                    borderColor: "rgba(255,239,229,0.14)",
+                    borderColor: colors.border,
                   }}
                 >
                   <View style={{ flexDirection: "row", gap: 12 }}>
@@ -2504,7 +2497,7 @@ export default function ClosetScreen() {
                           style={{ width: "100%", height: "100%" }}
                         />
                       ) : (
-                        <Ionicons name="shirt-outline" size={26} color="rgba(25, 6, 36, 0.55)" />
+                        <Ionicons name="shirt-outline" size={26} color={colors.textOnLightSecondary} />
                       )}
                     </View>
                     <View style={{ flex: 1, gap: 7, paddingTop: 1 }}>
@@ -2563,7 +2556,7 @@ export default function ClosetScreen() {
                         }
                       />
                       <View style={{ gap: 7 }}>
-                        <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "600", textTransform: "uppercase" }}>
+                        <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "500", letterSpacing: 1.1, textTransform: "uppercase" }}>
                           Category
                         </Text>
                         <ScrollView horizontal showsHorizontalScrollIndicator={false} keyboardShouldPersistTaps="handled">
@@ -2670,13 +2663,13 @@ function ProductLinkPreviewLine({
   const { colors } = useAppTheme();
   return (
     <View style={{ flexDirection: "row", alignItems: "center", gap: 8 }}>
-      <Text style={{ width: 58, color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "600" }}>
+      <Text style={{ width: 58, color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "500" }}>
         {label}
       </Text>
       <Text
         selectable
         numberOfLines={1}
-        style={{ flex: 1, color: colors.text, fontSize: 12, lineHeight: 15, fontWeight: "600" }}
+        style={{ flex: 1, color: colors.text, fontSize: 12, lineHeight: 15, fontWeight: "500" }}
       >
         {value}
       </Text>
@@ -2700,14 +2693,14 @@ function ProductLinkReviewField({
   const { colors } = useAppTheme();
   return (
     <View style={[{ gap: 6 }, style]}>
-      <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "600", textTransform: "uppercase" }}>
+      <Text style={{ color: colors.textSecondary, fontSize: 11, lineHeight: 14, fontWeight: "500", letterSpacing: 1.1, textTransform: "uppercase" }}>
         {label}
       </Text>
       <TextInput
         value={value}
         onChangeText={onChangeText}
         placeholder={placeholder}
-        placeholderTextColor="rgba(255,239,229,0.38)"
+        placeholderTextColor={colors.textMuted}
         autoCapitalize="words"
         autoCorrect
         keyboardAppearance="dark"
@@ -2720,7 +2713,7 @@ function ProductLinkReviewField({
           borderWidth: 1,
           borderColor: colors.border,
           fontSize: 13,
-          fontWeight: "600",
+          fontWeight: "400",
         }}
       />
     </View>
@@ -2749,8 +2742,8 @@ function QuickAddAction({
         gap: 12,
         minHeight: 52,
         paddingHorizontal: 15,
-        backgroundColor: "rgba(251,228,216,0.045)",
-        borderColor: "rgba(251,228,216,0.10)",
+        backgroundColor: colors.surfaceMuted,
+        borderColor: colors.border,
         justifyContent: "flex-start",
         opacity: disabled ? 0.5 : pressed ? 0.76 : 1,
       })}
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index 8f6725e..bdbbcb4 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -21,7 +21,7 @@ import QuickActionRail, { type QuickActionItem } from "@/src/components/home/Qui
 import ShopOptionsSheet from "@/src/components/shop/ShopOptionsSheet";
 import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartToolsGrid";
 import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
-import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
+import { AuraTopSafeAreaScrim, auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers } from "@/src/components/ui/auraStylePrimitives";
 import { HOME_DEFERRED_FEATURES } from "@/src/components/home/homeDeferredFeatures";
 import { homeTypography } from "@/src/components/home/homeTypography";
 import type { AppColors } from "@/constants/theme";
@@ -1055,6 +1055,7 @@ export default function HomeScreen() {
         end={{ x: 0.85, y: 1 }}
         style={StyleSheet.absoluteFill}
       />
+      <AuraTopSafeAreaScrim color={HOME_BACKGROUND_BASE} />
       <ScrollView
         showsVerticalScrollIndicator={false}
         refreshControl={
diff --git a/app/(tabs)/profile.tsx b/app/(tabs)/profile.tsx
index 683e6a7..40d57f4 100644
--- a/app/(tabs)/profile.tsx
+++ b/app/(tabs)/profile.tsx
@@ -12,6 +12,7 @@ import {
   auraButtonStyle,
   auraButtonTextStyle,
   auraCardStyle,
+  AuraTopSafeAreaScrim,
   auraTypography,
 } from "@/src/components/ui/auraStylePrimitives";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
@@ -195,7 +196,7 @@ function StatCard({ label, value, onPress }: StatCardProps) {
         gap: 4,
       }}
     >
-      <Text style={[auraTypography.sectionTitle, { color: colors.text }]}>{value}</Text>
+      <Text style={[auraTypography.sectionTitle, { color: colors.text, fontWeight: "600" }]}>{value}</Text>
       <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 11, lineHeight: 15 }]}>{label}</Text>
     </AuraPressable>
   );
@@ -204,7 +205,7 @@ function StatCard({ label, value, onPress }: StatCardProps) {
 function SectionLabel({ children }: { children: React.ReactNode }) {
   const { colors } = useAppTheme();
   return (
-    <Text style={[auraTypography.eyebrow, { color: colors.iridescentStart }]}>
+    <Text style={[auraTypography.eyebrow, { color: colors.textSecondary, letterSpacing: 1.2 }]}>
       {children}
     </Text>
   );
@@ -363,6 +364,7 @@ export default function ProfileScreen() {
 
   return (
     <SafeScreen backgroundColor={colors.background} includeBottomInset={false} style={{ flex: 1 }}>
+      <AuraTopSafeAreaScrim color={colors.background} />
       <ScrollView
         refreshControl={
           <RefreshControl
@@ -377,7 +379,7 @@ export default function ProfileScreen() {
           paddingHorizontal: layout.horizontalPadding,
           paddingTop: 0,
           gap: 18,
-          paddingBottom: layout.bottomDockPadding + 24,
+          paddingBottom: layout.bottomDockPadding + 48,
         }}
       >
         <View style={{ gap: 5 }}>
@@ -392,12 +394,12 @@ export default function ProfileScreen() {
         ) : (
           <>
             <LinearGradient
-              colors={["rgba(192,132,252,0.22)", "rgba(17,20,28,0.96)", "rgba(10,10,12,0.98)"]}
+              colors={[colors.surfaceElevated, colors.surface, colors.background] as const}
               start={{ x: 0, y: 0 }}
               end={{ x: 1, y: 1 }}
               style={{
                 ...auraCardStyle(colors, "largeGlass"),
-                borderColor: colors.glassBorder,
+                borderColor: colors.borderStrong,
                 padding: 18,
                 overflow: "hidden",
               }}
@@ -409,8 +411,8 @@ export default function ProfileScreen() {
                     height: 68,
                     borderRadius: 34,
                     borderWidth: 1,
-                    borderColor: "rgba(255,255,255,0.20)",
-                    backgroundColor: "rgba(255,255,255,0.08)",
+                    borderColor: colors.borderStrong,
+                    backgroundColor: colors.surfaceMuted,
                     alignItems: "center",
                     justifyContent: "center",
                     overflow: "hidden",
@@ -419,7 +421,7 @@ export default function ProfileScreen() {
                   {user?.photoURL ? (
                     <Image source={{ uri: user.photoURL }} style={{ width: 68, height: 68 }} />
                   ) : (
-                    <Text style={{ color: colors.text, fontSize: 22, fontWeight: "700" }}>
+                    <Text style={{ color: colors.text, fontSize: 22, fontWeight: "600" }}>
                       {getInitials(displayName)}
                     </Text>
                   )}
@@ -427,7 +429,7 @@ export default function ProfileScreen() {
                 <View style={{ flex: 1, gap: 8 }}>
                   <View style={{ flexDirection: "row", alignItems: "flex-start", gap: 10 }}>
                     <View style={{ flex: 1, gap: 5 }}>
-                      <Text style={{ color: colors.text, fontSize: 23, fontWeight: "700" }} numberOfLines={1}>
+                      <Text style={{ color: colors.text, fontSize: 23, fontWeight: "600" }} numberOfLines={1}>
                         {displayName}
                       </Text>
                       <Text style={{ color: colors.textSecondary, fontSize: 13 }} numberOfLines={1}>
@@ -445,7 +447,7 @@ export default function ProfileScreen() {
                       <Text style={[auraButtonTextStyle(colors, "tertiary"), { color: colors.text, fontSize: 12 }]}>Edit</Text>
                     </Pressable>
                   </View>
-                  <Text style={{ color: colors.auraLavender, fontSize: 14, fontWeight: "600" }} numberOfLines={1}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 14, fontWeight: "500" }} numberOfLines={1}>
                     {summarizeStyleIdentity(profile)}
                   </Text>
                 </View>
@@ -454,11 +456,11 @@ export default function ProfileScreen() {
                 style={{
                   marginTop: 16,
                   borderTopWidth: 1,
-                  borderTopColor: "rgba(255,255,255,0.10)",
+                  borderTopColor: colors.border,
                   paddingTop: 14,
                 }}
               >
-                <Text style={{ color: colors.text, fontSize: 15, lineHeight: 22, fontWeight: "600" }}>
+                <Text style={{ color: colors.textSecondary, fontSize: 15, lineHeight: 22, fontWeight: "400" }}>
                   {summarizeAuraRead(profile)}
                 </Text>
               </View>
@@ -480,19 +482,19 @@ export default function ProfileScreen() {
                 }}
               >
                 <View style={{ gap: 4 }}>
-                  <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>Style preferences</Text>
-                  <Text style={{ color: colors.text, fontSize: 15, fontWeight: "700", lineHeight: 21 }}>
+                  <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "500" }}>Style preferences</Text>
+                  <Text style={{ color: colors.text, fontSize: 15, fontWeight: "600", lineHeight: 21 }}>
                     {profileFacts.styleSummary}
                   </Text>
                 </View>
                 <View style={{ flexDirection: "row", gap: 10 }}>
                   <View style={{ flex: 1, gap: 4 }}>
-                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>Fit</Text>
-                    <Text style={{ color: colors.text, fontSize: 14, fontWeight: "700" }}>{profileFacts.fitSummary}</Text>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "500" }}>Fit</Text>
+                    <Text style={{ color: colors.text, fontSize: 14, fontWeight: "600" }}>{profileFacts.fitSummary}</Text>
                   </View>
                   <View style={{ flex: 1, gap: 4 }}>
-                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "600" }}>Top signal</Text>
-                    <Text style={{ color: colors.text, fontSize: 14, fontWeight: "700" }}>{profileFacts.colorOrCategory}</Text>
+                    <Text style={{ color: colors.textSecondary, fontSize: 12, fontWeight: "500" }}>Top signal</Text>
+                    <Text style={{ color: colors.text, fontSize: 14, fontWeight: "600" }}>{profileFacts.colorOrCategory}</Text>
                   </View>
                 </View>
                 <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 20 }}>
@@ -507,7 +509,7 @@ export default function ProfileScreen() {
                     paddingHorizontal: 14,
                   }}
                 >
-                  <Text style={[auraButtonTextStyle(colors, "secondary"), { color: colors.auraLavender, fontSize: 13 }]}>
+                  <Text style={[auraButtonTextStyle(colors, "secondary"), { color: colors.textSecondary, fontSize: 13 }]}>
                     Edit style profile
                   </Text>
                 </Pressable>
@@ -518,7 +520,7 @@ export default function ProfileScreen() {
               <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
                 <SectionLabel>MY LOOKS</SectionLabel>
                 <Pressable onPress={openMyLooks} style={{ minHeight: 44, justifyContent: "center" }}>
-                  <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "600" }}>See all →</Text>
+                  <Text style={{ color: colors.textSecondary, fontSize: 13, fontWeight: "500" }}>See all →</Text>
                 </Pressable>
               </View>
 
diff --git a/app/profile/my-looks.tsx b/app/profile/my-looks.tsx
index 54b2208..84ae74b 100644
--- a/app/profile/my-looks.tsx
+++ b/app/profile/my-looks.tsx
@@ -6,12 +6,13 @@ import { Alert, Pressable, ScrollView, Share, StyleSheet, Text, View, useWindowD
 import { Colors } from "@/constants/theme";
 import { SafeScreen } from "@/src/components/SafeScreen";
 import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
-import { auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
+import { AuraTopSafeAreaScrim, auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
 import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
 import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
 import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import {
   dislikeProfileLooks,
   favouriteProfileLooks,
@@ -100,6 +101,7 @@ function EmptyState({ tab }: { tab: TabKey }) {
 
 export default function MyLooksScreen() {
   const { colors } = useAppTheme();
+  const layout = useResponsiveLayout();
   const { user } = useAuth();
   const params = useLocalSearchParams<{ tab?: string }>();
   const [activeTab, setActiveTab] = useState<TabKey>(() => normalizeInitialTab(params.tab));
@@ -265,6 +267,7 @@ export default function MyLooksScreen() {
 
   return (
     <SafeScreen backgroundColor={colors.background} includeTopInset={selectionMode} includeBottomInset={false} style={{ flex: 1 }}>
+      <AuraTopSafeAreaScrim color={colors.background} />
       {selectionMode ? (
         <View style={styles.selectionToolbar}>
           <Pressable onPress={clearSelection} style={styles.toolbarButton} accessibilityRole="button">
@@ -328,7 +331,7 @@ export default function MyLooksScreen() {
           <Text style={styles.errorText}>{error}</Text>
         </View>
       ) : (
-        <ScrollView contentContainerStyle={styles.grid}>
+        <ScrollView contentContainerStyle={[styles.grid, { paddingBottom: layout.bottomDockPadding + 48 }]}>
           {currentLoading
             ? Array.from({ length: 6 }).map((_, index) => (
                 <MyLookSkeleton key={index} width={thumbnailWidth} />
diff --git a/constants/theme.ts b/constants/theme.ts
index 7e015bd..9668b00 100644
--- a/constants/theme.ts
+++ b/constants/theme.ts
@@ -9,7 +9,7 @@ export const auraColors = {
   surfaceRaised: "rgba(34,31,40,0.86)",
   surfaceInteractive: "rgba(42,36,50,0.66)",
   accentMauve: "#854F6C",
-  accentRose: "#DFB6B2",
+  accentRose: "#D8AAA6",
   boardLight: "#F7F1EA",
   textPrimary: "#FBE4D8",
   textSecondary: "rgba(251,228,216,0.82)",
@@ -73,7 +73,7 @@ const auraTypography = {
     fontSize: 11,
     lineHeight: 15,
     fontWeight: "500" as const,
-    letterSpacing: 1.4,
+    letterSpacing: 1.25,
   },
   bodySecondary: {
     fontSize: 14,
@@ -105,7 +105,7 @@ const auraTypography = {
   eyebrow: {
     fontSize: 12,
     lineHeight: 16,
-    letterSpacing: 2.4,
+    letterSpacing: 1.9,
     fontWeight: "600" as const,
   },
   body: {
diff --git a/src/components/AgendaCard.tsx b/src/components/AgendaCard.tsx
index 9ae093d..716d8d8 100644
--- a/src/components/AgendaCard.tsx
+++ b/src/components/AgendaCard.tsx
@@ -37,17 +37,17 @@ export default function AgendaCard({
       ]}
     >
       {permission === "unknown" || permission === "denied" ? (
-        <Pressable style={[styles.linkBtn, { backgroundColor: colors.overlay }]} onPress={onPermissionAction}>
+        <Pressable style={[styles.linkBtn, { backgroundColor: colors.surfaceMuted, borderColor: colors.border }]} onPress={onPermissionAction}>
           <Text style={[styles.linkText, { color: colors.text }]}>Connect calendar</Text>
         </Pressable>
       ) : permission === "blocked" ? (
-        <Pressable style={[styles.linkBtn, { backgroundColor: colors.overlay }]} onPress={onPermissionAction}>
+        <Pressable style={[styles.linkBtn, { backgroundColor: colors.surfaceMuted, borderColor: colors.border }]} onPress={onPermissionAction}>
           <Text style={[styles.linkText, { color: colors.text }]}>Enable calendar in Settings</Text>
         </Pressable>
       ) : state === "loading" ? (
         <Text style={[styles.muted, { color: colors.textSecondary }]}>Reading today&apos;s events…</Text>
       ) : state === "error" ? (
-        <Pressable style={[styles.linkBtn, { backgroundColor: colors.overlay }]} onPress={onPermissionAction}>
+        <Pressable style={[styles.linkBtn, { backgroundColor: colors.surfaceMuted, borderColor: colors.border }]} onPress={onPermissionAction}>
           <Text style={[styles.linkText, { color: colors.text }]}>Calendar unavailable · Retry</Text>
         </Pressable>
       ) : events.length === 0 ? (
@@ -55,13 +55,13 @@ export default function AgendaCard({
           style={{
             borderRadius: 16,
             borderWidth: 1,
-            borderColor: "rgba(255,255,255,0.08)",
-            backgroundColor: "rgba(255,255,255,0.04)",
+            borderColor: colors.border,
+            backgroundColor: colors.surfaceMuted,
             padding: 12,
             gap: 5,
           }}
         >
-          <Text style={{ color: colors.text, fontSize: 15, fontWeight: "900" }}>Open day</Text>
+          <Text style={{ color: colors.text, fontSize: 15, fontWeight: "600" }}>Open day</Text>
           <Text style={{ color: colors.textSecondary, fontSize: 12.5, lineHeight: 18 }}>
             No calendar events here. AURA can bias this day toward comfort, weather, and your planned outfit.
           </Text>
@@ -88,7 +88,7 @@ export default function AgendaCard({
       )}
 
       <View style={[styles.separator, { backgroundColor: colors.border }]} />
-      <Text style={[styles.vibeLabel, { color: colors.textSecondary }]}>Timeline vibe</Text>
+      <Text style={[styles.vibeLabel, { color: colors.textSecondary }]}>Day rhythm</Text>
       <Text style={[styles.vibeValue, { color: colors.text }]}>{timelineVibe}</Text>
     </View>
   );
@@ -105,9 +105,10 @@ const styles = StyleSheet.create({
     paddingVertical: 7,
     paddingHorizontal: 10,
     borderRadius: 10,
+    borderWidth: 1,
   },
   linkText: {
-    fontWeight: "700",
+    fontWeight: "600",
   },
   row: {
     flexDirection: "row",
@@ -116,7 +117,7 @@ const styles = StyleSheet.create({
   },
   time: {
     minWidth: 78,
-    fontWeight: "700",
+    fontWeight: "500",
     fontSize: 12,
   },
   title: {
@@ -133,10 +134,10 @@ const styles = StyleSheet.create({
   },
   vibeLabel: {
     fontSize: 12,
-    fontWeight: "700",
+    fontWeight: "500",
   },
   vibeValue: {
     marginTop: 4,
-    fontWeight: "700",
+    fontWeight: "600",
   },
 });
diff --git a/src/components/DailyOutfitCard.tsx b/src/components/DailyOutfitCard.tsx
index 6727540..9443075 100644
--- a/src/components/DailyOutfitCard.tsx
+++ b/src/components/DailyOutfitCard.tsx
@@ -119,9 +119,9 @@ export default function DailyOutfitCard({
     <View
       style={[
         styles.card,
-        auraCardStyle(colors, "largeGlass"),
+        auraCardStyle(colors, "card"),
         {
-          borderColor: colors.glassBorder,
+          borderColor: colors.border,
           borderRadius: layout.largeRadius,
           padding: layout.cardPadding,
         },
@@ -151,13 +151,13 @@ export default function DailyOutfitCard({
         </View>
       ) : null}
 
-      {thinking ? <Text style={[homeTypography.caption, styles.thinking, { color: colors.textSecondary }]}>Thinking...</Text> : null}
+      {thinking ? <Text style={[homeTypography.caption, styles.thinking, { color: colors.textSecondary }]}>Planning...</Text> : null}
       <View style={{ height: 10 }} />
       <FlatLayCanvas items={gridItems} />
 
       {activeLook ? (
         <View style={styles.scoreWrap}>
-          <Text style={[homeTypography.bodySmall, styles.score, { color: colors.text }]}>Outfit score: {activeLook.score}%</Text>
+          <Text style={[homeTypography.bodySmall, styles.score, { color: colors.textSecondary }]}>Styling note</Text>
           {(activeLook.reasons ?? []).slice(0, 2).map((reason) => (
             <Text key={reason} style={[homeTypography.caption, styles.reason, { color: colors.textSecondary }]}>{reason}</Text>
           ))}
@@ -217,14 +217,14 @@ const styles = StyleSheet.create({
   thinking: {
     marginTop: 8,
     fontSize: 12,
-    fontWeight: "600",
+    fontWeight: "500",
   },
   scoreWrap: {
     marginTop: 10,
     gap: 4,
   },
   score: {
-    fontWeight: "700",
+    fontWeight: "500",
   },
   reason: {
     fontSize: 12,
@@ -242,10 +242,10 @@ const styles = StyleSheet.create({
     minWidth: 190,
     alignSelf: "flex-start",
     overflow: "hidden",
-    shadowOpacity: 0.16,
-    shadowRadius: 14,
-    shadowOffset: { width: 0, height: 10 },
-    elevation: 4,
+    shadowOpacity: 0.08,
+    shadowRadius: 10,
+    shadowOffset: { width: 0, height: 6 },
+    elevation: 2,
   },
   primaryBtnText: {
     fontSize: 15,
@@ -263,7 +263,7 @@ const styles = StyleSheet.create({
     justifyContent: "space-between",
   },
   textAction: {
-    fontWeight: "600",
+    fontWeight: "500",
   },
   linkBtn: {
     marginTop: 10,
diff --git a/src/components/ai/AuraHeader.tsx b/src/components/ai/AuraHeader.tsx
index 7164bd9..3a3f5b1 100644
--- a/src/components/ai/AuraHeader.tsx
+++ b/src/components/ai/AuraHeader.tsx
@@ -77,7 +77,7 @@ export default function AuraHeader({
                 fontSize: 12 * layout.titleScale,
                 lineHeight: 14 * layout.titleScale,
                 fontWeight: "500",
-                letterSpacing: 2.1,
+                letterSpacing: 1.75,
               }}
             >
               AURA
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index 37ba53f..58d49c7 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -1,6 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
 import React from "react";
-import { Animated, FlatList, NativeScrollEvent, NativeSyntheticEvent, Pressable, Text, View, useWindowDimensions } from "react-native";
+import { Animated, FlatList, NativeScrollEvent, NativeSyntheticEvent, Pressable, StyleSheet, Text, View, useWindowDimensions } from "react-native";
 
 import { Fonts } from "@/constants/theme";
 import AuraPressable from "@/src/components/aura/AuraPressable";
@@ -32,14 +32,15 @@ import { auraShadow, auraTheme } from "./aiTheme";
 const DEBUG_AURA_CLIENT =
   __DEV__ && process.env.EXPO_PUBLIC_AURA_DEBUG === "1";
 const AnimatedFlatList = Animated.createAnimatedComponent(FlatList<AuraLook>);
-const SMART_BUY_CHIP_HEIGHT = 28;
 const CARD_SECTION_RADIUS = 18;
 
-function getAuraLookStableKey(look: AuraLook) {
+function getAuraLookStableKey(look: AuraLook, fallbackIndex?: number) {
   const pieceKey = (look.pieces ?? [])
     .map((piece) => [piece.role, piece.itemId, piece.itemName].filter(Boolean).join(":"))
     .join("|");
-  return [look.lookTitle, look.vibe, pieceKey].filter(Boolean).join("::") || "aura-look";
+  const semanticKey = [look.lookTitle, look.vibe, pieceKey].filter(Boolean).join("::");
+  if (look.id) return [look.id, semanticKey].filter(Boolean).join("::");
+  return [semanticKey || "aura-look", fallbackIndex ?? 0].join("::");
 }
 
 type AuraReplyCardProps = {
@@ -186,13 +187,13 @@ function AuraReplyCard({
               borderRadius: 999,
               paddingHorizontal: 10,
               paddingVertical: 5,
-              backgroundColor: pressed ? colors.ctaCream : colors.primaryCta,
+              backgroundColor: pressed ? colors.surfaceElevated : colors.surfaceMuted,
               borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: colors.borderWarm,
+              borderColor: colors.border,
             })}
           >
-            <AuraText variant="button" style={{ color: colors.ctaText, fontSize: 11.5, lineHeight: 15 }}>
-              Add All
+            <AuraText variant="button" tone="secondary" style={{ fontSize: 11.5, lineHeight: 15 }}>
+              Add all
             </AuraText>
           </Pressable>
         ) : null}
@@ -313,7 +314,7 @@ function AuraReplyCard({
           <View style={{ gap: 10 }}>
             <AnimatedFlatList
               data={looks}
-              keyExtractor={getAuraLookStableKey}
+              keyExtractor={(look, index) => getAuraLookStableKey(look, index)}
               horizontal
               showsHorizontalScrollIndicator={false}
               decelerationRate="fast"
@@ -374,7 +375,7 @@ function AuraReplyCard({
                 const active = index === selectedLookIndex;
                 return (
                   <View
-                    key={`look-dot-${getAuraLookStableKey(look)}`}
+                    key={`look-dot-${getAuraLookStableKey(look, index)}`}
                     style={{
                       width: active ? 18 : 6,
                       height: 6,
@@ -546,24 +547,22 @@ function LevelThisUpSection({
           Small additions that make this easier to finish.
         </AuraText>
       </View>
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
+      <View style={{ gap: 5 }}>
         {suggestions.map((item) => (
           <View
             key={`level-up-${item.label}`}
             style={{
-              borderRadius: 999,
-              minHeight: SMART_BUY_CHIP_HEIGHT,
-              paddingHorizontal: 9,
+              minHeight: 20,
+              paddingHorizontal: 0,
               paddingVertical: 0,
-              backgroundColor: colors.surfaceMuted,
-              borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: colors.borderSoft,
+              backgroundColor: "transparent",
+              borderWidth: 0,
               justifyContent: "center",
               maxWidth: "100%",
             }}
           >
             <AuraText variant="metadata" tone="secondary" style={{ fontSize: 11.25, lineHeight: 14 }}>
-              {item.label}
+              • {item.label}
             </AuraText>
           </View>
         ))}
@@ -657,40 +656,42 @@ function OutfitAnalysisCard({
           I found this outfit
         </Text>
         {analysis.outfitVibe ? (
-          <Text style={{ color: auraTheme.textMuted, fontSize: 12.5, lineHeight: 17, fontWeight: "600", fontFamily: Fonts.sans }}>
+          <Text style={{ color: auraTheme.textMuted, fontSize: 12.5, lineHeight: 17, fontWeight: "400", fontFamily: Fonts.sans }}>
             {sanitizeDisplayText(analysis.outfitVibe)}
           </Text>
         ) : null}
       </View>
 
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
-        {pieces.map((piece, index) => (
-          <View
-            key={`${piece.role}-${piece.label}-${index}`}
-            style={{
-              borderRadius: 14,
-              paddingHorizontal: 9,
-              paddingVertical: 7,
-              backgroundColor: colors.chipBackground,
-              borderWidth: CHIP_BORDER_WIDTH,
-              borderColor: colors.border,
-              maxWidth: "100%",
-            }}
-          >
-            <Text style={{ color: auraTheme.textFaint, fontSize: 10, fontWeight: "600", letterSpacing: 0.8, fontFamily: Fonts.sans }}>
-              {displayOutfitRole(piece.role)}
-              {typeof piece.confidence === "number" ? ` · ${Math.round(piece.confidence * 100)}%` : ""}
-            </Text>
-            <Text style={{ color: colors.text, fontSize: 13, lineHeight: 18, fontWeight: "600", fontFamily: Fonts.sans }}>
-              {[piece.color, piece.label].filter(Boolean).map(sanitizeDisplayText).join(" ")}
-            </Text>
-            {piece.notes ? (
-              <Text style={{ color: colors.textSecondary, fontSize: 11.5, lineHeight: 16, fontWeight: "500", fontFamily: Fonts.sans }}>
-                {sanitizeDisplayText(piece.notes)}
+      <View style={{ gap: 7 }}>
+        {pieces.map((piece, index) => {
+          const pieceKey = [piece.role, piece.label, piece.color, piece.notes]
+            .filter(Boolean)
+            .map((value) => sanitizeDisplayText(String(value)))
+            .join("-");
+          return (
+            <View
+              key={pieceKey || `detected-piece-${index}`}
+              style={{
+                borderTopWidth: index === 0 ? 0 : StyleSheet.hairlineWidth,
+                borderTopColor: colors.borderSoft,
+                paddingTop: index === 0 ? 0 : 7,
+                gap: 2,
+              }}
+            >
+              <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "500", letterSpacing: 0.9, fontFamily: Fonts.sans, textTransform: "uppercase" }}>
+                {displayOutfitRole(piece.role)}
               </Text>
-            ) : null}
-          </View>
-        ))}
+              <Text style={{ color: colors.text, fontSize: 13, lineHeight: 18, fontWeight: "600", fontFamily: Fonts.sans }}>
+                {[piece.color, piece.label].filter(Boolean).map(sanitizeDisplayText).join(" ")}
+              </Text>
+              {piece.notes ? (
+                <Text style={{ color: colors.textSecondary, fontSize: 11.5, lineHeight: 16, fontWeight: "500", fontFamily: Fonts.sans }}>
+                  {sanitizeDisplayText(piece.notes)}
+                </Text>
+              ) : null}
+            </View>
+          );
+        })}
       </View>
 
       {missing.length ? (
@@ -821,7 +822,7 @@ function Group({
       <AuraText variant="caption" tone={titleTone} style={{ fontSize: 12.5, lineHeight: 15, fontWeight: "600" }}>
         {title}
       </AuraText>
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 6 }}>{children}</View>
+      <View style={{ gap: 4 }}>{children}</View>
     </View>
   );
 }
@@ -991,19 +992,14 @@ function CandidateCard({
               Could not save this item. Retry, edit, or cancel.
             </Text>
           ) : null}
-          <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 5 }}>
+          <View style={{ gap: 4 }}>
             {chipFields.map(([label, value]) => (
-              <View
-                key={`${candidate.candidateId}-${label}`}
-                style={{
-                  borderRadius: 9,
-                  paddingHorizontal: 6,
-                  paddingVertical: 3,
-                  backgroundColor: colors.chipBackground,
-                }}
-              >
-                <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "600" }}>
-                  {label}: <Text style={{ color: colors.text }}>{sanitizeDisplayText(value)}</Text>
+              <View key={`${candidate.candidateId}-${label}`} style={{ flexDirection: "row", gap: 8 }}>
+                <Text style={{ width: 58, color: colors.textMuted, fontSize: 10.5, lineHeight: 14, fontWeight: "500" }}>
+                  {label}
+                </Text>
+                <Text style={{ flex: 1, color: colors.textSecondary, fontSize: 11.5, lineHeight: 15, fontWeight: "400" }}>
+                  {sanitizeDisplayText(value)}
                 </Text>
               </View>
             ))}
@@ -1094,28 +1090,16 @@ function Tag({
   colors: ReturnType<typeof useAppTheme>["colors"];
   tone: "owned" | "suggested" | "default";
 }) {
-  const backgroundColor =
-    tone === "owned"
-      ? colors.purpleSurface
-      : tone === "suggested"
-        ? colors.chipBackground
-        : auraTheme.surfaceSofter;
-  const borderColor =
-    tone === "owned"
-      ? colors.purpleBorder
-      : colors.border;
   const textColor = tone === "owned" ? colors.ctaCream : colors.textSecondary;
 
   return (
     <View
       style={{
-        minHeight: SMART_BUY_CHIP_HEIGHT,
-        paddingHorizontal: 9,
+        minHeight: 22,
+        paddingHorizontal: 0,
         paddingVertical: 0,
-        borderRadius: 999,
-        backgroundColor,
-        borderWidth: CHIP_BORDER_WIDTH,
-        borderColor,
+        backgroundColor: "transparent",
+        borderWidth: 0,
         justifyContent: "center",
         maxWidth: "100%",
       }}
@@ -1129,7 +1113,7 @@ function Tag({
           fontWeight: "500",
         }}
       >
-        {label}
+        • {label}
       </AuraText>
     </View>
   );
diff --git a/src/components/ai/OutfitMessage.tsx b/src/components/ai/OutfitMessage.tsx
index 5587c64..dfb5b6e 100644
--- a/src/components/ai/OutfitMessage.tsx
+++ b/src/components/ai/OutfitMessage.tsx
@@ -52,6 +52,9 @@ function OutfitMessage({
     }))
     .filter((value): value is { slot: string; item: ClothingItem } => !!value.item);
   const cleanReason = sanitizeDisplayText(outfit.reason);
+  const closetPieceLabel = pickedItems.length
+    ? `${pickedItems.length} closet ${pickedItems.length === 1 ? "piece" : "pieces"}`
+    : "Closet edit";
 
   return (
     <LinearGradient
@@ -81,13 +84,13 @@ function OutfitMessage({
             paddingHorizontal: 9,
             paddingVertical: 5,
             borderRadius: 999,
-            backgroundColor: colors.purpleSurface,
+            backgroundColor: colors.surfaceMuted,
             borderWidth: CHIP_BORDER_WIDTH,
-            borderColor: colors.purpleBorder,
+            borderColor: colors.borderSoft,
           }}
         >
           <Text style={{ color: colors.text, fontSize: 11, fontWeight: "600" }}>
-            {Math.round(outfit.score * 100)}% match
+            {closetPieceLabel}
           </Text>
         </View>
       </View>
@@ -109,7 +112,7 @@ function OutfitMessage({
         </View>
       ) : null}
 
-      <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 21 }} numberOfLines={4}>
+      <Text style={{ color: colors.textSecondary, fontSize: 14, lineHeight: 21 }} numberOfLines={2} ellipsizeMode="tail">
         {cleanReason}
       </Text>
 
diff --git a/src/components/aura/AuraGradientButton.tsx b/src/components/aura/AuraGradientButton.tsx
index 4cbc3d7..3ca3f8f 100644
--- a/src/components/aura/AuraGradientButton.tsx
+++ b/src/components/aura/AuraGradientButton.tsx
@@ -73,9 +73,9 @@ const styles = StyleSheet.create({
     borderRadius: PILL_RADIUS,
     overflow: "hidden",
     shadowColor: palette.colors.ctaCream,
-    shadowOpacity: 0.1,
-    shadowRadius: 12,
-    shadowOffset: { width: 0, height: 7 },
+    shadowOpacity: 0.075,
+    shadowRadius: 10,
+    shadowOffset: { width: 0, height: 5 },
   },
   disabled: {
     opacity: 0.58,
@@ -93,6 +93,6 @@ const styles = StyleSheet.create({
     fontSize: 16,
     fontWeight: "600",
     fontFamily: Fonts.sans,
-    letterSpacing: 0.4,
+    letterSpacing: 0.15,
   },
 });
diff --git a/src/components/aura/AuraTrainingCard.tsx b/src/components/aura/AuraTrainingCard.tsx
index 5a7a81c..b1e4dd6 100644
--- a/src/components/aura/AuraTrainingCard.tsx
+++ b/src/components/aura/AuraTrainingCard.tsx
@@ -86,7 +86,7 @@ export default function AuraTrainingCard({
             color: colors.auraChampagne,
             fontSize: 10.5,
             fontWeight: "600",
-            letterSpacing: 1.5,
+            letterSpacing: 1.2,
           }}
         >
           AURA TRAINING
diff --git a/src/components/calendar/CalendarHeader.tsx b/src/components/calendar/CalendarHeader.tsx
index 66188f1..079ecd2 100644
--- a/src/components/calendar/CalendarHeader.tsx
+++ b/src/components/calendar/CalendarHeader.tsx
@@ -21,15 +21,15 @@ export default function CalendarHeader({ selectedDate, today, onJumpToToday }: P
   return (
     <View style={[styles.wrap, { gap: 8 }]}>
       <AuraText variant="metadata" tone="accent" style={styles.kicker}>
-        Plan the week
+        This week
       </AuraText>
       <View style={styles.row}>
         <View style={{ flex: 1, gap: 3 }}>
           <AuraText variant="title" style={[styles.title, { fontSize: 30 * layout.titleScale }]}>
-            Calendar
+            Style calendar
           </AuraText>
           <AuraText variant="caption" tone="secondary" style={styles.date}>
-            Plan outfits by date
+            Plan what to wear by date
           </AuraText>
         </View>
         {!isToday ? (
@@ -53,7 +53,7 @@ const styles = StyleSheet.create({
   wrap: {
     marginBottom: 8,
   },
-  kicker: { letterSpacing: 1.5, textTransform: "uppercase" },
+  kicker: { letterSpacing: 1.25, textTransform: "uppercase" },
   title: { letterSpacing: 0 },
   date: { marginTop: 2, fontSize: 14, lineHeight: 22, opacity: 0.65 },
   row: {
diff --git a/src/components/calendar/CalendarWeekStrip.tsx b/src/components/calendar/CalendarWeekStrip.tsx
index 01735fd..c3eaa46 100644
--- a/src/components/calendar/CalendarWeekStrip.tsx
+++ b/src/components/calendar/CalendarWeekStrip.tsx
@@ -38,7 +38,7 @@ export default function CalendarWeekStrip({ days, selectedDate, today, statuses
             <View style={styles.indicators}>
               {status.planned ? <View style={[styles.dot, styles.planDot]} /> : <View style={styles.dotSpacer} />}
               {status.worn ? <Text style={[styles.check, isSelected ? styles.activeText : null]}>✓</Text> : <View style={styles.dotSpacer} />}
-              {status.streak ? <Text style={styles.fire}>🔥</Text> : <View style={styles.dotSpacer} />}
+              {status.streak ? <View style={styles.streakDot} /> : <View style={styles.dotSpacer} />}
             </View>
 
             {isToday ? <View style={[styles.todayDot, isSelected ? styles.todayDotActive : null]} /> : null}
@@ -66,22 +66,22 @@ const styles = StyleSheet.create({
     paddingVertical: 8,
   },
   pillActive: {
-    backgroundColor: Colors.dark.purpleSurface,
-    borderColor: Colors.dark.purpleBorder,
+    backgroundColor: Colors.dark.surfaceElevated,
+    borderColor: Colors.dark.borderStrong,
   },
   week: {
     fontSize: 11,
     color: Colors.dark.textSecondary,
-    fontWeight: "700",
+    fontWeight: "500",
   },
   day: {
     marginTop: 2,
     fontSize: 16,
     color: Colors.dark.text,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   activeText: {
-    color: Colors.dark.ctaCream,
+    color: Colors.dark.textPrimary,
   },
   indicators: {
     marginTop: 4,
@@ -101,12 +101,14 @@ const styles = StyleSheet.create({
   check: {
     fontSize: 9,
     color: Colors.dark.success,
-    fontWeight: "900",
+    fontWeight: "700",
     lineHeight: 9,
   },
-  fire: {
-    fontSize: 9,
-    lineHeight: 9,
+  streakDot: {
+    width: 4,
+    height: 4,
+    borderRadius: 2,
+    backgroundColor: Colors.dark.borderStrong,
   },
   dotSpacer: {
     width: 5,
diff --git a/src/components/calendar/DateRail.tsx b/src/components/calendar/DateRail.tsx
index 8a6afcd..6caaf70 100644
--- a/src/components/calendar/DateRail.tsx
+++ b/src/components/calendar/DateRail.tsx
@@ -77,10 +77,10 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
       const isActive = item.key === selectedKey;
       const dayStatus = statuses[item.key];
       const weatherLine = formatWeatherLine(weatherByDate[item.key]);
-      const weekdayColor = isActive ? colors.ctaCream : colors.textSecondary;
-      const dayColor = isActive ? colors.text : colors.text;
+      const weekdayColor = isActive ? colors.text : colors.textSecondary;
+      const dayColor = colors.text;
       const weatherColor = isActive ? colors.textSecondary : colors.textMuted;
-      const markerColor = isActive ? colors.ctaCream : colors.aiAccent;
+      const markerColor = isActive ? colors.accent : colors.textSecondary;
       return (
         <AuraPressable
           haptic="selection"
@@ -94,9 +94,9 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
               ? [
                   styles.cellActive,
                   {
-                    backgroundColor: colors.purpleSurface,
-                    borderColor: colors.purpleBorder,
-                    shadowColor: colors.ctaCream,
+                    backgroundColor: colors.surfaceElevated,
+                    borderColor: colors.borderStrong,
+                    shadowColor: colors.shadow,
                   },
                 ]
               : null,
@@ -123,18 +123,18 @@ export default function DateRail({ selectedDate, onSelectDate, statuses = {}, we
           </View>
           <View style={styles.indicatorRow}>
             {dayStatus?.planned ? <View style={[styles.planDot, { backgroundColor: markerColor }]} /> : null}
-            {dayStatus?.worn ? <Text style={[styles.check, { color: isActive ? colors.ctaCream : colors.success }]}>✓</Text> : null}
-            {dayStatus?.streak ? <Text style={styles.fire}>🔥</Text> : null}
+            {dayStatus?.worn ? <Text style={[styles.check, { color: isActive ? colors.accent : colors.success }]}>✓</Text> : null}
+            {dayStatus?.streak ? <View style={[styles.streakDot, { backgroundColor: isActive ? colors.accent : colors.borderStrong }]} /> : null}
           </View>
         </AuraPressable>
       );
     },
     [
-      colors.aiAccent,
       colors.border,
-      colors.ctaCream,
-      colors.purpleBorder,
-      colors.purpleSurface,
+      colors.accent,
+      colors.borderStrong,
+      colors.surfaceElevated,
+      colors.shadow,
       colors.surfaceSoft,
       colors.success,
       colors.text,
@@ -213,12 +213,12 @@ const styles = StyleSheet.create({
   },
   week: {
     fontSize: 11,
-    fontWeight: "700",
+    fontWeight: "500",
   },
   day: {
     marginTop: 2,
     fontSize: 16,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   weatherSlot: {
     minHeight: 14,
@@ -228,7 +228,7 @@ const styles = StyleSheet.create({
   weather: {
     fontSize: 10,
     lineHeight: 12,
-    fontWeight: "700",
+    fontWeight: "500",
   },
   indicatorRow: {
     marginTop: 3,
@@ -244,11 +244,12 @@ const styles = StyleSheet.create({
   },
   check: {
     fontSize: 9,
-    fontWeight: "900",
+    fontWeight: "700",
     lineHeight: 9,
   },
-  fire: {
-    fontSize: 9,
-    lineHeight: 9,
+  streakDot: {
+    width: 4,
+    height: 4,
+    borderRadius: 2,
   },
 });
diff --git a/src/components/calendar/DayContextCard.tsx b/src/components/calendar/DayContextCard.tsx
index f9ef493..bc6de63 100644
--- a/src/components/calendar/DayContextCard.tsx
+++ b/src/components/calendar/DayContextCard.tsx
@@ -42,8 +42,8 @@ export default function DayContextCard({
       style={[
         styles.card,
         {
-          borderColor: colors.glassBorder,
-          backgroundColor: colors.overlay,
+          borderColor: colors.border,
+          backgroundColor: colors.surface,
           borderRadius: layout.largeRadius,
           padding: layout.cardPadding,
         },
@@ -64,7 +64,7 @@ export default function DayContextCard({
         <Text style={[styles.weather, { color: colors.textSecondary }]}>{weatherSummary}</Text>
       )}
       <Text style={[styles.tip, { color: colors.textSecondary }]}>{suggestion}</Text>
-      {streak >= 2 ? <Text style={[styles.streak, { color: colors.text }]}>🔥 Outfit streak: {streak} days</Text> : null}
+      {streak >= 2 ? <Text style={[styles.streak, { color: colors.textMuted }]}>Worn {streak} days in a row</Text> : null}
     </View>
   );
 }
@@ -76,7 +76,7 @@ const styles = StyleSheet.create({
   },
   greeting: {
     fontSize: 13,
-    fontWeight: "700",
+    fontWeight: "500",
   },
   summary: {
     fontSize: 13,
@@ -93,14 +93,14 @@ const styles = StyleSheet.create({
   },
   weatherActionText: {
     fontSize: 12,
-    fontWeight: "700",
+    fontWeight: "600",
   },
   tip: {
     fontSize: 12,
-    fontWeight: "600",
+    fontWeight: "400",
   },
   streak: {
     fontSize: 12,
-    fontWeight: "700",
+    fontWeight: "500",
   },
 });
diff --git a/src/components/calendar/TimelineCard.tsx b/src/components/calendar/TimelineCard.tsx
index 770f983..8cc77d5 100644
--- a/src/components/calendar/TimelineCard.tsx
+++ b/src/components/calendar/TimelineCard.tsx
@@ -45,7 +45,7 @@ export default function TimelineCard({ events }: Props) {
         return (
           <View key={event.id} style={styles.row}>
             <Text style={[styles.hour, { color: colors.textSecondary }]}>{`${hour.toString().padStart(2, "0")}:00`}</Text>
-            <View style={[styles.block, { backgroundColor: colors.overlay }]}>
+            <View style={[styles.block, { backgroundColor: colors.surfaceMuted }]}>
               <Text style={[styles.title, { color: colors.text }]} numberOfLines={1}>{event.title}</Text>
               <Text style={[styles.time, { color: colors.textSecondary }]}>{event.timeLabel}</Text>
             </View>
@@ -61,9 +61,9 @@ const styles = StyleSheet.create({
     borderWidth: 1,
   },
   row: { flexDirection: "row", gap: 10, marginBottom: 8 },
-  hour: { width: 44, fontWeight: "700", fontSize: 12 },
+  hour: { width: 44, fontWeight: "500", fontSize: 12 },
   block: { flex: 1, borderRadius: 14, padding: 10 },
-  title: { fontWeight: "700" },
+  title: { fontWeight: "600" },
   time: { marginTop: 2, fontSize: 12 },
   muted: {},
 });
diff --git a/src/components/calendar/WeatherStrip.tsx b/src/components/calendar/WeatherStrip.tsx
index d381bc3..af42f36 100644
--- a/src/components/calendar/WeatherStrip.tsx
+++ b/src/components/calendar/WeatherStrip.tsx
@@ -16,14 +16,14 @@ export default function WeatherStrip({ days }: Props) {
           style={[
             styles.cell,
             { borderColor: colors.border, backgroundColor: colors.surface },
-            day.selected ? [styles.cellSelected, { backgroundColor: colors.purpleSurface, borderColor: colors.purpleBorder }] : null,
+            day.selected ? [styles.cellSelected, { backgroundColor: colors.surfaceElevated, borderColor: colors.borderStrong }] : null,
           ]}
         >
-          <Text style={[styles.label, { color: day.selected ? colors.ctaCream : colors.textSecondary }]}>{day.label}</Text>
-          <Text style={[styles.temp, { color: day.selected ? colors.ctaCream : colors.text }]}>
+          <Text style={[styles.label, { color: day.selected ? colors.text : colors.textSecondary }]}>{day.label}</Text>
+          <Text style={[styles.temp, { color: day.selected ? colors.text : colors.text }]}>
             {typeof day.high === "number" ? Math.round(day.high) : "—"}°
           </Text>
-          <Text style={[styles.sub, { color: day.selected ? colors.ctaCream : colors.textSecondary }]}>
+          <Text style={[styles.sub, { color: day.selected ? colors.textSecondary : colors.textSecondary }]}>
             {typeof day.low === "number" ? Math.round(day.low) : "—"}°
           </Text>
         </View>
@@ -42,7 +42,7 @@ const styles = StyleSheet.create({
     alignItems: "center",
   },
   cellSelected: {},
-  label: { fontSize: 10, fontWeight: "700" },
-  temp: { fontSize: 12, fontWeight: "800", marginTop: 2 },
+  label: { fontSize: 10, fontWeight: "500" },
+  temp: { fontSize: 12, fontWeight: "600", marginTop: 2 },
   sub: { fontSize: 10 },
 });
diff --git a/src/components/closet/ClosetFilterSheet.tsx b/src/components/closet/ClosetFilterSheet.tsx
index 90c18e0..69f6710 100644
--- a/src/components/closet/ClosetFilterSheet.tsx
+++ b/src/components/closet/ClosetFilterSheet.tsx
@@ -68,9 +68,9 @@ function Section({
 }) {
   const { colors } = useAppTheme();
   return (
-    <View style={{ gap: 9 }}>
+    <View style={{ gap: 11 }}>
       <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between", gap: 12 }}>
-        <Text style={[auraTypography.caption, { color: colors.text, fontSize: 12.5, lineHeight: 16, fontWeight: "600", textTransform: "uppercase" }]}>
+        <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 12.5, lineHeight: 16, fontWeight: "500", letterSpacing: 1.15, textTransform: "uppercase" }]}>
           {title}
         </Text>
         {detail ? (
@@ -79,7 +79,7 @@ function Section({
           </Text>
         ) : null}
       </View>
-      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 7 }}>
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
         {children}
       </View>
     </View>
@@ -103,10 +103,11 @@ function FilterPill({
         ...auraChipStyle(colors, active ? "selected" : "filter"),
         flexDirection: "row",
         gap: 6,
-        minHeight: 34,
-        paddingHorizontal: 11,
-        backgroundColor: active ? "rgba(223,182,178,0.13)" : "rgba(251,228,216,0.045)",
-        borderColor: active ? "rgba(223,182,178,0.26)" : "rgba(251,228,216,0.08)",
+        minHeight: 38,
+        minWidth: 92,
+        paddingHorizontal: 12,
+        backgroundColor: active ? colors.accentSoft : colors.surfaceMuted,
+        borderColor: active ? colors.borderStrong : colors.border,
         opacity: pressed ? 0.78 : 1,
       })}
     >
@@ -161,10 +162,11 @@ function ColorPill({
         ...auraChipStyle(colors, active ? "selected" : "filter"),
         flexDirection: "row",
         gap: 8,
-        minHeight: 34,
-        paddingHorizontal: 11,
-        backgroundColor: active ? "rgba(223,182,178,0.13)" : "rgba(251,228,216,0.045)",
-        borderColor: active ? "rgba(223,182,178,0.26)" : "rgba(251,228,216,0.08)",
+        minHeight: 38,
+        minWidth: 104,
+        paddingHorizontal: 12,
+        backgroundColor: active ? colors.accentSoft : colors.surfaceMuted,
+        borderColor: active ? colors.borderStrong : colors.border,
         opacity: pressed ? 0.78 : 1,
       })}
     >
@@ -286,7 +288,7 @@ export function ClosetFilterSheet({
         onPress={closeWithAnimation}
         style={{
           ...auraSheetBackdropStyle(colors),
-          backgroundColor: "rgba(2,0,8,0.38)",
+          backgroundColor: colors.overlay,
         }}
       >
         <Animated.View
@@ -295,10 +297,10 @@ export function ClosetFilterSheet({
             transform: [{ translateY }],
             maxHeight: "86%",
             ...auraCardStyle(colors, "sheet"),
-            backgroundColor: "rgba(24,6,36,0.96)",
-            borderColor: "rgba(251,228,216,0.13)",
+            backgroundColor: colors.surfaceElevated,
+            borderColor: colors.borderStrong,
             borderTopWidth: 1,
-            borderTopColor: "rgba(251,228,216,0.13)",
+            borderTopColor: colors.borderStrong,
             borderTopLeftRadius: layout.largeRadius,
             borderTopRightRadius: layout.largeRadius,
             borderBottomLeftRadius: 0,
@@ -306,7 +308,7 @@ export function ClosetFilterSheet({
             paddingHorizontal: layout.horizontalPadding,
             paddingTop: 10,
             paddingBottom: Math.max(20, layout.floatingDockBottom + 10),
-            gap: 13,
+            gap: 14,
           }}
         >
           <View
@@ -315,7 +317,7 @@ export function ClosetFilterSheet({
               width: 42,
               height: 5,
               borderRadius: 999,
-              backgroundColor: "rgba(251,228,216,0.22)",
+              backgroundColor: colors.borderStrong,
             }}
           />
 
@@ -330,7 +332,7 @@ export function ClosetFilterSheet({
             </View>
           </View>
 
-          <ScrollView showsVerticalScrollIndicator={false} contentContainerStyle={{ gap: 18, paddingBottom: 8 }}>
+          <ScrollView showsVerticalScrollIndicator={false} contentContainerStyle={{ gap: 22, paddingBottom: 8 }}>
             <Section title="Sort">
               {sortOptions.map((option) => (
                 <FilterPill
@@ -342,9 +344,9 @@ export function ClosetFilterSheet({
               ))}
             </Section>
 
-            <View style={{ height: 1, backgroundColor: "rgba(251,228,216,0.08)" }} />
+            <View style={{ height: 1, backgroundColor: colors.borderSoft }} />
 
-            <Text style={[auraTypography.caption, { color: colors.textSecondary, fontSize: 12, lineHeight: 15, fontWeight: "600", textTransform: "uppercase" }]}>
+            <Text style={[auraTypography.caption, { color: colors.textMuted, fontSize: 11.5, lineHeight: 15, fontWeight: "500", letterSpacing: 1.15, textTransform: "uppercase" }]}>
               Filters
             </Text>
 
@@ -435,8 +437,8 @@ export function ClosetFilterSheet({
                 flex: 1,
                 ...auraButtonStyle(colors, "secondary"),
                 minHeight: 48,
-                backgroundColor: "rgba(251,228,216,0.045)",
-                borderColor: "rgba(251,228,216,0.10)",
+                backgroundColor: colors.surfaceMuted,
+                borderColor: colors.border,
                 opacity: pressed ? 0.82 : 1,
               })}
             >
diff --git a/src/components/home/HomeHero.tsx b/src/components/home/HomeHero.tsx
index 3338759..ffb7e9e 100644
--- a/src/components/home/HomeHero.tsx
+++ b/src/components/home/HomeHero.tsx
@@ -71,7 +71,7 @@ function IridecentHeroLine({ colors }: { colors: AppColors }) {
           left: 0,
           height: 1,
           overflow: "hidden",
-          opacity: 0.2,
+          opacity: 0.16,
           zIndex: 4,
         },
         lineStyle,
@@ -163,17 +163,17 @@ export default function HomeHero({
 
       <AuraGlassCard
         warmHero
-        intensity={36}
+        intensity={29}
         style={{
           borderRadius: layout.largeRadius,
           shadowColor: "#000",
-          shadowOpacity: 0.18,
-          shadowRadius: 24,
-          shadowOffset: { width: 0, height: 18 },
+          shadowOpacity: 0.14,
+          shadowRadius: 19,
+          shadowOffset: { width: 0, height: 14 },
         }}
         contentStyle={{
           backgroundColor: colors.surface,
-          borderColor: "rgba(251,228,216,0.05)",
+          borderColor: "rgba(251,228,216,0.035)",
           borderWidth: 1,
         }}
       >
@@ -190,14 +190,14 @@ export default function HomeHero({
           colors={["rgba(255,255,255,0.060)", "rgba(251,228,216,0.010)", "transparent"]}
           start={{ x: 0, y: 0 }}
           end={{ x: 0, y: 1 }}
-          style={{ position: "absolute", top: 0, left: 0, right: 0, height: 88, opacity: 0.36 }}
+          style={{ position: "absolute", top: 0, left: 0, right: 0, height: 88, opacity: 0.28 }}
         />
         <LinearGradient
           pointerEvents="none"
           colors={["rgba(255,255,255,0.050)", "rgba(251,228,216,0.010)", "transparent"]}
           start={{ x: 0.05, y: 0.15 }}
           end={{ x: 0.95, y: 0.9 }}
-          style={{ position: "absolute", inset: 0, opacity: 0.28 }}
+          style={{ position: "absolute", inset: 0, opacity: 0.22 }}
         />
         <View
           pointerEvents="none"
@@ -207,7 +207,7 @@ export default function HomeHero({
             left: 18,
             right: 18,
             height: 1,
-            backgroundColor: "rgba(251,228,216,0.05)",
+            backgroundColor: "rgba(251,228,216,0.04)",
           }}
         />
         <View
@@ -218,12 +218,12 @@ export default function HomeHero({
             bottom: 18,
             left: 1,
             width: 1,
-            backgroundColor: "rgba(251,228,216,0.04)",
+            backgroundColor: "rgba(251,228,216,0.03)",
           }}
         />
         <View style={{ minHeight: layout.heroHeight + 4, padding: cardPadding, gap: HERO_CARD_GAP, justifyContent: "space-between" }}>
           <View style={{ gap: HERO_STACK_GAP }}>
-            <AuraText variant="metadata" tone="accent" style={[homeTypography.label, { opacity: 0.7, fontSize: 11.5, lineHeight: 15, letterSpacing: 1.5 }]}>
+            <AuraText variant="metadata" tone="accent" style={[homeTypography.label, { opacity: 0.7, fontSize: 11.5, lineHeight: 15, letterSpacing: 1.2 }]}>
               {statusEyebrow}
             </AuraText>
 
diff --git a/src/components/home/homeTypography.ts b/src/components/home/homeTypography.ts
index ab69741..27ab0f3 100644
--- a/src/components/home/homeTypography.ts
+++ b/src/components/home/homeTypography.ts
@@ -56,7 +56,7 @@ export const homeTypography = StyleSheet.create({
     fontSize: 11,
     lineHeight: 15,
     fontWeight: "500",
-    letterSpacing: 1.4,
+    letterSpacing: 1.2,
   },
   accentNote: {
     ...systemFont,
diff --git a/src/components/profile/MyLookThumbnail.tsx b/src/components/profile/MyLookThumbnail.tsx
index bd32f34..0af8345 100644
--- a/src/components/profile/MyLookThumbnail.tsx
+++ b/src/components/profile/MyLookThumbnail.tsx
@@ -130,7 +130,7 @@ const styles = StyleSheet.create({
     borderColor: colors.borderWarm,
   },
   cardSelected: {
-    borderColor: colors.purpleBorder,
+    borderColor: colors.borderStrong,
     borderWidth: 2,
   },
   previewClip: {
@@ -168,7 +168,7 @@ const styles = StyleSheet.create({
     right: 6,
     color: colors.ctaCream,
     fontSize: 14,
-    fontWeight: "900",
+    fontWeight: "700",
     textShadowColor: "rgba(0,0,0,0.45)",
     textShadowRadius: 4,
   },
@@ -196,7 +196,7 @@ const styles = StyleSheet.create({
     color: colors.ctaText,
     fontSize: 15,
     lineHeight: 18,
-    fontWeight: "900",
+    fontWeight: "700",
   },
   skeleton: {
     borderRadius: 16,
diff --git a/src/components/shop/ShopOptionsSheet.tsx b/src/components/shop/ShopOptionsSheet.tsx
index 6b37fad..cda4b82 100644
--- a/src/components/shop/ShopOptionsSheet.tsx
+++ b/src/components/shop/ShopOptionsSheet.tsx
@@ -1,9 +1,6 @@
 import { Ionicons } from "@expo/vector-icons";
-import { BlurView } from "expo-blur";
-import { LinearGradient } from "expo-linear-gradient";
 import React, { useEffect, useRef, useState } from "react";
 import {
-  ActivityIndicator,
   Alert,
   Linking,
   Modal,
@@ -23,6 +20,7 @@ import {
   auraSurfaceTiers,
   auraTypography,
 } from "@/src/components/ui/auraStylePrimitives";
+import { AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { formatMoney } from "@/src/lib/currency";
 import {
@@ -174,7 +172,7 @@ export default function ShopOptionsSheet({
       animationType="slide"
       onRequestClose={onDismiss}
     >
-      <View style={styles.root}>
+      <View style={[styles.root, { backgroundColor: colors.overlay }]}>
         <Pressable
           accessibilityLabel="Close shopping options"
           style={StyleSheet.absoluteFill}
@@ -185,25 +183,17 @@ export default function ShopOptionsSheet({
             styles.sheet,
             {
               paddingBottom: Math.max(18, insets.bottom + 14),
-              backgroundColor: "rgba(9,0,11,0.92)",
-              borderColor: colors.border,
+              backgroundColor: colors.surfaceElevated,
+              borderColor: colors.borderStrong,
             },
           ]}
         >
-          <BlurView intensity={28} tint="dark" style={StyleSheet.absoluteFill} />
-          <LinearGradient
-            pointerEvents="none"
-            colors={["rgba(223,182,178,0.12)", "rgba(43,18,76,0.34)", "rgba(9,0,11,0.86)"]}
-            start={{ x: 0, y: 0 }}
-            end={{ x: 1, y: 1 }}
-            style={StyleSheet.absoluteFill}
-          />
           <View style={styles.handle} />
 
           <View style={styles.header}>
             <View style={{ flex: 1, gap: 5 }}>
-              <Text style={[auraTypography.eyebrow, { color: colors.ctaCream }]} numberOfLines={1}>
-                {products.some((product) => product.source === "live") ? "Live Options" : "Curated Options"}
+              <Text style={[auraTypography.eyebrow, { color: colors.textSecondary, letterSpacing: 1.2 }]} numberOfLines={1}>
+                {products.some((product) => product.source === "live") ? "Live options" : "Curated options"}
               </Text>
               <Text
                 style={[auraTypography.sectionTitle, { color: colors.text }]}
@@ -256,13 +246,11 @@ export default function ShopOptionsSheet({
                   },
                 ]}
               >
-                <ActivityIndicator size="small" color={colors.ctaCream} />
-                <View style={{ flex: 1, gap: 3 }}>
-                  <Text style={{ color: colors.text, fontSize: 13.5, fontWeight: "900" }}>
-                    Finding curated options
-                  </Text>
-                  <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16, fontWeight: "600" }}>
-                    AURA is choosing safe MVP picks for this wardrobe gap.
+                <View style={{ flex: 1, gap: 8 }}>
+                  <AuraSkeletonLine width="54%" height={12} />
+                  <AuraSkeletonLine width="82%" height={10} />
+                  <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 16, fontWeight: "400" }}>
+                    Finding a few wardrobe options.
                   </Text>
                 </View>
               </View>
@@ -311,7 +299,7 @@ export default function ShopOptionsSheet({
                         color: colors.text,
                         fontSize: 14,
                         lineHeight: 18,
-                        fontWeight: "900",
+                        fontWeight: "600",
                         letterSpacing: 0,
                       }}
                       numberOfLines={2}
@@ -323,7 +311,7 @@ export default function ShopOptionsSheet({
                         color: colors.textSecondary,
                         fontSize: 12,
                         lineHeight: 16,
-                        fontWeight: "700",
+                        fontWeight: "500",
                         letterSpacing: 0,
                       }}
                       numberOfLines={1}
@@ -345,10 +333,10 @@ export default function ShopOptionsSheet({
                       >
                         <Text
                           style={{
-                            color: colors.ctaCream,
+                            color: colors.textSecondary,
                             fontSize: 10.5,
                             lineHeight: 13,
-                            fontWeight: "900",
+                            fontWeight: "500",
                             letterSpacing: 0,
                           }}
                           numberOfLines={1}
@@ -363,17 +351,17 @@ export default function ShopOptionsSheet({
                           paddingHorizontal: 8,
                           alignItems: "center",
                           justifyContent: "center",
-                          backgroundColor: product.source === "live" ? colors.purpleSurface : "rgba(251,228,216,0.06)",
+                          backgroundColor: product.source === "live" ? colors.accentSoft : colors.surfaceMuted,
                           borderWidth: 1,
-                          borderColor: product.source === "live" ? colors.purpleBorder : colors.border,
+                          borderColor: product.source === "live" ? colors.borderStrong : colors.border,
                         }}
                       >
                         <Text
                           style={{
-                            color: product.source === "live" ? colors.ctaCream : colors.textSecondary,
+                            color: colors.textSecondary,
                             fontSize: 10.5,
                             lineHeight: 13,
-                            fontWeight: "900",
+                            fontWeight: "500",
                             letterSpacing: 0,
                           }}
                           numberOfLines={1}
@@ -388,7 +376,7 @@ export default function ShopOptionsSheet({
                             color: colors.textSecondary,
                             fontSize: 11.5,
                             lineHeight: 22,
-                            fontWeight: "800",
+                            fontWeight: "500",
                             letterSpacing: 0,
                             fontVariant: ["tabular-nums"],
                           }}
@@ -403,7 +391,7 @@ export default function ShopOptionsSheet({
                             color: colors.textSecondary,
                             fontSize: 11.5,
                             lineHeight: 22,
-                            fontWeight: "800",
+                            fontWeight: "500",
                             letterSpacing: 0,
                             fontVariant: ["tabular-nums"],
                           }}
@@ -461,7 +449,6 @@ const styles = StyleSheet.create({
   root: {
     flex: 1,
     justifyContent: "flex-end",
-    backgroundColor: "rgba(9,0,11,0.58)",
   },
   sheet: {
     maxHeight: "82%",
@@ -478,7 +465,7 @@ const styles = StyleSheet.create({
     height: 4,
     borderRadius: 999,
     alignSelf: "center",
-    backgroundColor: "rgba(251,228,216,0.28)",
+    backgroundColor: "rgba(251,228,216,0.22)",
   },
   header: {
     flexDirection: "row",
diff --git a/src/components/ui/AuraPrimitives.tsx b/src/components/ui/AuraPrimitives.tsx
index 81b93c5..b90948d 100644
--- a/src/components/ui/AuraPrimitives.tsx
+++ b/src/components/ui/AuraPrimitives.tsx
@@ -9,6 +9,7 @@ import {
   type ViewProps,
   type ViewStyle,
 } from "react-native";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import type { AppColors } from "@/constants/theme";
 import { Fonts } from "@/constants/theme";
@@ -125,7 +126,7 @@ const auraTextVariants: Record<AuraTextVariant, TextStyle> = {
     fontSize: 11,
     lineHeight: 15,
     fontWeight: "500",
-    letterSpacing: 1.4,
+    letterSpacing: 1.25,
   },
   button: {
     fontSize: 15,
@@ -346,6 +347,7 @@ export function AuraIconButton({
   return (
     <AuraPressable
       {...props}
+      hitSlop={props.hitSlop ?? (dimension < 44 ? 8 : 4)}
       disabled={disabled}
       accessibilityRole={props.accessibilityRole ?? "button"}
       accessibilityLabel={props.accessibilityLabel ?? label}
@@ -552,6 +554,36 @@ export function AuraSheetSurface({
   );
 }
 
+export function AuraTopSafeAreaScrim({
+  color,
+  heightOffset = 0,
+  style,
+}: {
+  color?: string;
+  heightOffset?: number;
+  style?: StyleProp<ViewStyle>;
+}) {
+  const { colors } = useAppTheme();
+  const insets = useSafeAreaInsets();
+  return (
+    <View
+      pointerEvents="none"
+      style={[
+        {
+          position: "absolute",
+          top: 0,
+          left: 0,
+          right: 0,
+          height: Math.max(0, insets.top + heightOffset),
+          backgroundColor: color ?? colors.background,
+          zIndex: 100,
+        },
+        style,
+      ]}
+    />
+  );
+}
+
 export function AuraScreen({
   backgroundColor,
   children,
diff --git a/src/components/ui/auraStylePrimitives.ts b/src/components/ui/auraStylePrimitives.ts
index 8213174..7b3dd1b 100644
--- a/src/components/ui/auraStylePrimitives.ts
+++ b/src/components/ui/auraStylePrimitives.ts
@@ -67,7 +67,7 @@ export const auraTypography = StyleSheet.create({
     fontSize: 11,
     lineHeight: 15,
     fontWeight: "500",
-    letterSpacing: 1.6,
+    letterSpacing: 1.35,
     textTransform: "uppercase",
   },
   chipLabel: {
@@ -113,7 +113,7 @@ export function auraButtonStyle(
 ): ViewStyle {
   const isCompact = size === "compact" || variant === "tertiary" || variant === "danger";
   const base: ViewStyle = {
-    minHeight: isCompact ? 42 : 56,
+    minHeight: isCompact ? 42 : 52,
     borderRadius: auraRadii.pill,
     alignItems: "center",
     justifyContent: "center",
@@ -135,7 +135,7 @@ export function auraButtonStyle(
     return {
       ...base,
       backgroundColor: colors.primary,
-      borderColor: "rgba(251,228,216,0.18)",
+      borderColor: "rgba(251,228,216,0.14)",
     };
   }
 
@@ -196,6 +196,7 @@ export {
   AuraSheetBackdrop,
   AuraSheetSurface,
   AuraText,
+  AuraTopSafeAreaScrim,
   auraDesignTokens,
   auraTextStyle,
   type AuraButtonSize as AuraPrimitiveButtonSize,
diff --git a/src/constants/auraControls.ts b/src/constants/auraControls.ts
index 46159fb..53080d7 100644
--- a/src/constants/auraControls.ts
+++ b/src/constants/auraControls.ts
@@ -1,5 +1,5 @@
-export const CTA_HEIGHT = 56;
-export const HOME_CTA_HEIGHT = 56;
+export const CTA_HEIGHT = 52;
+export const HOME_CTA_HEIGHT = 52;
 export const CHIP_HEIGHT = 40;
 export const PILL_RADIUS = 999;
 export const ACTION_GAP = 8;
diff --git a/src/constants/dock.ts b/src/constants/dock.ts
index b2914ae..8c91b80 100644
--- a/src/constants/dock.ts
+++ b/src/constants/dock.ts
@@ -6,7 +6,7 @@ export const FLOATING_TAB_BAR_BOTTOM_INSET_MIN = 14;
 export const DOCK_BOTTOM_GAP = FLOATING_TAB_BAR_BOTTOM_INSET_MIN;
 export const DOCK_ITEM_COUNT = 5;
 export const FLOATING_CONTROL_GAP = 14;
-export const SCREEN_BOTTOM_EXTRA_PADDING = 30;
+export const SCREEN_BOTTOM_EXTRA_PADDING = 48;
 
 export const floatingTabBarBottomInset = (insetsBottom: number) =>
   Math.max(FLOATING_TAB_BAR_BOTTOM_INSET_MIN, insetsBottom * 0.35);
@@ -14,8 +14,11 @@ export const floatingTabBarBottomInset = (insetsBottom: number) =>
 export const floatingTabBarTopOffset = (insetsBottom: number) =>
   floatingTabBarBottomInset(insetsBottom) + FLOATING_TAB_BAR_HEIGHT;
 
+export const tabBarContentClearance = (insetsBottom: number) =>
+  FLOATING_TAB_BAR_HEIGHT + insetsBottom + SCREEN_BOTTOM_EXTRA_PADDING;
+
 export const screenBottomContentPadding = (insetsBottom: number) =>
-  floatingTabBarTopOffset(insetsBottom) + SCREEN_BOTTOM_EXTRA_PADDING;
+  Math.max(floatingTabBarTopOffset(insetsBottom) + SCREEN_BOTTOM_EXTRA_PADDING, tabBarContentClearance(insetsBottom));
 
 export const composerBottomOffset = (insetsBottom: number) =>
   floatingTabBarTopOffset(insetsBottom) + FLOATING_CONTROL_GAP;

From cb1bcb2711f51f2d927197f24ea6e5136efe654f Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 8 May 2026 17:14:07 -0500
Subject: [PATCH 86/93] fix(native): resolve smoke test blockers

---
 app/(tabs)/ai.tsx                          |  59 ++++++--
 app/(tabs)/calendar.tsx                    |  93 +++++++------
 app/(tabs)/item/[id].tsx                   | 109 ++++++++++-----
 src/components/ai/ChatList.tsx             |  30 ++++-
 src/components/ai/ChatMessage.tsx          |  26 +++-
 src/components/aura/AuraLookCard.tsx       |  33 +++--
 src/components/profile/LookDetailModal.tsx | 149 ++++++++++-----------
 src/lib/auraMemory.ts                      |  22 ++-
 src/lib/wearOutfit.ts                      |   4 +
 src/utils/dailyOutfits.ts                  |   2 +-
 10 files changed, 338 insertions(+), 189 deletions(-)

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 9a226d1..152ce28 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -11,7 +11,7 @@ import ChatList from "@/src/components/ai/ChatList";
 import InputBar from "@/src/components/ai/InputBar";
 import ShopOptionsSheet from "@/src/components/shop/ShopOptionsSheet";
 import AuraGlowBackground from "@/src/components/aura/AuraGlowBackground";
-import { AuraButton, AuraText } from "@/src/components/ui/auraStylePrimitives";
+import { AuraButton, AuraText, AuraTopSafeAreaScrim } from "@/src/components/ui/auraStylePrimitives";
 import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
 import { AURA_TRAINING_ROUTE } from "@/src/constants/routes";
 import { DOCK_HEIGHT, FLOATING_CONTROL_GAP } from "@/src/constants/dock";
@@ -110,7 +110,7 @@ const AURA_LOGO_SOURCE = require("../../assets/images/aura-tab-mark.png");
 
 const DEFAULT_COMPOSER_HEIGHT = 50;
 const CHAT_COMPOSER_TAB_GAP = 6;
-const CHAT_BOTTOM_BREATHING_ROOM = 26;
+const CHAT_BOTTOM_BREATHING_ROOM = 82;
 const STREAM_FLUSH_INTERVAL_MS = 32;
 const AURA_REPLY_START_HAPTIC = "light" as const;
 const AURA_REPLY_FINISH_HAPTIC = "selection" as const;
@@ -765,7 +765,33 @@ function promptRequestsWardrobeBuyingAdvice(prompt: string) {
 
 function promptHasManualSelectedOutfit(prompt: string) {
   const text = String(prompt ?? "");
-  return MANUAL_SELECTED_OUTFIT_RE.test(text) && /\bcloset item id:|selected item ids?:/i.test(text);
+  return (
+    /\bcloset item id:|selected item ids?:/i.test(text) &&
+    (MANUAL_SELECTED_OUTFIT_RE.test(text) || /\bstyle this closet item\b/i.test(text))
+  );
+}
+
+function uniquePromptItemIds(values: string[], max = 3) {
+  const seen = new Set<string>();
+  const ids: string[] = [];
+  for (const value of values) {
+    const id = String(value ?? "").trim().replace(/[),.;]+$/g, "");
+    if (!id || seen.has(id)) continue;
+    seen.add(id);
+    ids.push(id);
+    if (ids.length >= max) break;
+  }
+  return ids;
+}
+
+function selectedItemIdsFromPrompt(prompt: string) {
+  const ids: string[] = [];
+  for (const match of String(prompt ?? "").matchAll(/closet item id:\s*([^)\\\n;]+)/gi)) {
+    ids.push(match[1]);
+  }
+  const selectedIdsLine = String(prompt ?? "").match(/selected item ids?:\s*([^\n]+)/i)?.[1] ?? "";
+  ids.push(...selectedIdsLine.split(/[,|]/g));
+  return uniquePromptItemIds(ids);
 }
 
 function timestampMillis(value: unknown) {
@@ -1101,8 +1127,8 @@ function buildAuraResponseFromSwipeBatch(
         : wantsOuterwear && !hasOuterwearLooks
           ? "I couldn't build reliable jacket looks from the current generator, so I repaired the closest structured options with outerwear from your closet."
           : count > 1
-        ? `I pulled ${count} structured outfit options from your closet so you can compare them side by side.`
-        : "I pulled one structured outfit option from your closet.",
+        ? `Here are ${count} structured options from your closet.`
+        : "Here’s one structured option from your closet.",
     reason: "",
     outfitItems: primaryLook?.fromCloset ?? [],
     ownedPieces: primaryLook?.fromCloset ?? [],
@@ -1561,23 +1587,35 @@ export default function AIScreen() {
         prompt,
         uploadedAttachments.length,
         historyMessagesBeforeRequest,
-      );
+      ) || isManualSelectedOutfit;
       const shouldRouteToExistingLook =
         !isManualSelectedOutfit &&
         (chatIntent === "STYLE_EXISTING" || chatIntent === "MODIFY_OUTFIT");
       const structuredOutfitPrompt = shouldForceStructuredBatch ? structuredBatchPrompt : prompt;
-      const outfitDiversity = buildAuraOutfitDiversityContext(
+      const promptAnchorItemIds = selectedItemIdsFromPrompt(prompt);
+      const baseOutfitDiversity = buildAuraOutfitDiversityContext(
         options?.forceOutfitDiversity ? "Try again" : prompt,
         intentContextMessages,
         {
           multiLook: shouldForceStructuredBatch,
         },
       );
+      const promptAnchorIdSet = new Set(promptAnchorItemIds);
+      const outfitDiversity = promptAnchorItemIds.length
+        ? {
+            ...baseOutfitDiversity,
+            excludedItemIds: baseOutfitDiversity.excludedItemIds.filter((itemId) => !promptAnchorIdSet.has(itemId)),
+          }
+        : baseOutfitDiversity;
       const outfitAnchorItemIds = recentOutfitAnchorItemIds(
         prompt,
         items,
         intentContextMessages,
       );
+      const lockedOutfitAnchorItemIds = uniquePromptItemIds([
+        ...promptAnchorItemIds,
+        ...outfitAnchorItemIds,
+      ]);
       if (DEBUG_AURA_CLIENT) {
         console.log("[AURA_INTENT]", "chat intent route", {
           prompt,
@@ -1591,7 +1629,7 @@ export default function AIScreen() {
               ? "outfit_generator"
               : "stream_stylist",
           outfitGeneratorWillRun: !shouldRouteToExistingLook && shouldForceStructuredOutfit,
-          anchorItemIds: outfitAnchorItemIds,
+          anchorItemIds: lockedOutfitAnchorItemIds,
         });
       }
       if (DEBUG_AURA_CLIENT && outfitDiversity.shouldAvoidRepeats) {
@@ -1817,7 +1855,7 @@ export default function AIScreen() {
             intentText: structuredOutfitPrompt,
             numOutfits: desiredLookCount,
             items,
-            anchorItemIds: outfitAnchorItemIds,
+            anchorItemIds: lockedOutfitAnchorItemIds,
             excludeItemIds: outfitDiversity.excludedItemIds,
             recentItemIds: outfitDiversity.recentItemIds,
             previousLookItemIds: outfitDiversity.previousLookItemIds,
@@ -1994,7 +2032,7 @@ export default function AIScreen() {
             intentText: structuredBatchPrompt,
             numOutfits: desiredLookCount,
             items,
-            anchorItemIds: outfitAnchorItemIds,
+            anchorItemIds: lockedOutfitAnchorItemIds,
             excludeItemIds: outfitDiversity.excludedItemIds,
             recentItemIds: outfitDiversity.recentItemIds,
             previousLookItemIds: outfitDiversity.previousLookItemIds,
@@ -2632,6 +2670,7 @@ export default function AIScreen() {
         end={{ x: 1, y: 1 }}
         style={{ flex: 1, paddingTop: Math.max(insets.top + 2, layout.topContentInset - 14) }}
       >
+        <AuraTopSafeAreaScrim color="#111014" />
         <LinearGradient
           pointerEvents="none"
           colors={chatBottomGlowColors}
diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index d6b3115..c082041 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -1,5 +1,4 @@
 import { router } from "expo-router";
-import { BlurView } from "expo-blur";
 import { Ionicons } from "@expo/vector-icons";
 import React, { useCallback, useEffect, useMemo, useState } from "react";
 import { Alert, Modal, Pressable, RefreshControl, ScrollView, StyleSheet, Text, View } from "react-native";
@@ -24,6 +23,7 @@ import {
   auraButtonTextStyle,
   auraCardStyle,
   auraSheetBackdropStyle,
+  AuraTopSafeAreaScrim,
   auraTypography,
 } from "@/src/components/ui/auraStylePrimitives";
 import { AuraSkeleton, AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
@@ -74,8 +74,8 @@ function SectionHeader({ icon, title }: { icon: SectionIconName; title: string }
   const styles = useMemo(() => createStyles(colors, layout), [colors, layout]);
   return (
     <View style={styles.sectionHeader}>
-      <Ionicons name={iconFallback(icon)} size={17} color={colors.iridescentStart} />
-      <Text style={[styles.sectionTitle, { color: colors.iridescentStart }]}>{title}</Text>
+      <Ionicons name={iconFallback(icon)} size={17} color={colors.textSecondary} />
+      <Text style={[styles.sectionTitle, { color: colors.textSecondary }]}>{title}</Text>
     </View>
   );
 }
@@ -215,9 +215,6 @@ function DatePickerSheet({
     <Modal visible={visible} transparent animationType="slide" onRequestClose={onCancel}>
       <View style={styles.modalBackdrop}>
         <View style={styles.modalSheet}>
-          <BlurView intensity={64} tint="dark" style={StyleSheet.absoluteFill} />
-          <View pointerEvents="none" style={styles.modalGlassTint} />
-
           <View style={styles.modalHeaderRow}>
             <Text style={styles.modalTitle}>{title}</Text>
             <Pressable
@@ -700,8 +697,12 @@ export default function CalendarScreen() {
 
   const onClearPlan = useCallback(async () => {
     if (!uid) return;
-    const next = await clearPlan(uid, selectedDayKey);
-    setRecord(next);
+    try {
+      const next = await clearPlan(uid, selectedDayKey);
+      setRecord(next);
+    } catch (error: any) {
+      Toast.error("Clear plan failed", error?.message ?? "Unable to clear this plan.");
+    }
   }, [selectedDayKey, uid]);
 
   const onOpenCopyPicker = useCallback(() => {
@@ -851,6 +852,7 @@ export default function CalendarScreen() {
 
   return (
     <View style={themedStyles.screen}>
+      <AuraTopSafeAreaScrim color={colors.background} />
       <ScrollView
         refreshControl={
           <RefreshControl
@@ -913,8 +915,14 @@ export default function CalendarScreen() {
           onPermissionAction={onCalendarAction}
         />
 
-        <View style={themedStyles.sectionGap} />
-        <TimelineCard events={events.events} />
+        {events.events.length ? (
+          <>
+            <View style={themedStyles.sectionGap} />
+            <View style={themedStyles.timelineQuiet}>
+              <TimelineCard events={events.events} />
+            </View>
+          </>
+        ) : null}
 
         <View style={themedStyles.sectionGap} />
         <SectionHeader icon="sparkles" title="Outfit for this date" />
@@ -948,8 +956,8 @@ export default function CalendarScreen() {
         )}
 
         <View style={themedStyles.sectionGap} />
-        <SectionHeader icon="chart.bar.xaxis" title="Wardrobe Insights" />
-        <View style={themedStyles.card}>
+        <SectionHeader icon="chart.bar.xaxis" title="Wardrobe rhythm" />
+        <View style={[themedStyles.card, themedStyles.insightsQuietCard]}>
           <View style={themedStyles.weekBars}>
             {weeklyFlags.map((value, index) => (
               <View key={`week-${index}`} style={themedStyles.weekBarTrack}>
@@ -1056,6 +1064,7 @@ return StyleSheet.create({
   },
   sectionTitle: {
     ...auraTypography.eyebrow,
+    letterSpacing: 1.15,
   },
   monthPicker: {
     marginTop: 6,
@@ -1066,15 +1075,15 @@ return StyleSheet.create({
     gap: 4,
     borderRadius: 999,
     borderWidth: 1,
-    borderColor: colors.purpleBorder,
-    backgroundColor: colors.purpleSurface,
+    borderColor: colors.border,
+    backgroundColor: colors.surfaceMuted,
     paddingHorizontal: 13,
     paddingVertical: 8,
   },
   monthPickerText: {
-    color: colors.lightPurple,
+    color: colors.textSecondary,
     fontSize: 12,
-    fontWeight: "700",
+    fontWeight: "500",
   },
   sectionGap: {
     height: layout.sectionGap - 4,
@@ -1085,9 +1094,17 @@ return StyleSheet.create({
     borderRadius: layout.mediumRadius,
     padding: layout.cardPadding,
   },
+  timelineQuiet: {
+    opacity: 0.72,
+  },
+  insightsQuietCard: {
+    opacity: 0.82,
+    backgroundColor: colors.surfaceMuted,
+    borderColor: colors.border,
+  },
   emptyDayCard: {
-    backgroundColor: "rgba(255,255,255,0.045)",
-    borderColor: "rgba(255,255,255,0.1)",
+    backgroundColor: colors.surfaceMuted,
+    borderColor: colors.border,
   },
   emptyDayTitle: {
     color: colors.text,
@@ -1120,7 +1137,7 @@ return StyleSheet.create({
     flex: 1,
     height: 20,
     borderRadius: 6,
-    backgroundColor: colors.overlay,
+    backgroundColor: colors.surfaceMuted,
     justifyContent: "flex-end",
     padding: 1,
   },
@@ -1140,19 +1157,15 @@ return StyleSheet.create({
     marginHorizontal: layout.horizontalPadding,
     marginBottom: layout.floatingDockBottom + FLOATING_TAB_BAR_HEIGHT + 12,
     borderRadius: layout.largeRadius,
-    borderColor: colors.purpleBorder,
+    borderColor: colors.borderStrong,
     padding: layout.cardPadding,
     gap: 13,
     overflow: "hidden",
-    shadowColor: colors.ctaCream,
-    shadowOpacity: 0.12,
-    shadowRadius: 24,
-    shadowOffset: { width: 0, height: 12 },
-    elevation: 8,
-  },
-  modalGlassTint: {
-    ...StyleSheet.absoluteFillObject,
-    backgroundColor: "rgba(25,0,25,0.72)",
+    shadowColor: colors.shadow,
+    shadowOpacity: 0.14,
+    shadowRadius: 20,
+    shadowOffset: { width: 0, height: 10 },
+    elevation: 5,
   },
   modalHeaderRow: {
     minHeight: 36,
@@ -1167,14 +1180,14 @@ return StyleSheet.create({
     flex: 1,
   },
   modalCloseButton: {
-    width: 34,
-    height: 34,
-    borderRadius: 17,
+    width: 44,
+    height: 44,
+    borderRadius: 22,
     alignItems: "center",
     justifyContent: "center",
     borderWidth: 1,
     borderColor: colors.border,
-    backgroundColor: colors.chipBackground,
+    backgroundColor: colors.surfaceMuted,
   },
   monthNavRow: {
     minHeight: 42,
@@ -1184,21 +1197,21 @@ return StyleSheet.create({
     gap: 12,
   },
   monthNavButton: {
-    width: 38,
-    height: 38,
-    borderRadius: 19,
+    width: 44,
+    height: 44,
+    borderRadius: 22,
     alignItems: "center",
     justifyContent: "center",
     borderWidth: 1,
     borderColor: colors.border,
-    backgroundColor: colors.surfaceInteractive,
+    backgroundColor: colors.surfaceMuted,
   },
   monthTitle: {
     flex: 1,
     color: colors.text,
     fontSize: 17,
     lineHeight: 22,
-    fontWeight: "700",
+    fontWeight: "600",
     textAlign: "center",
   },
   weekdayRow: {
@@ -1235,12 +1248,12 @@ return StyleSheet.create({
     borderWidth: 1,
     alignItems: "center",
     justifyContent: "center",
-    backgroundColor: "rgba(251,228,216,0.025)",
+    backgroundColor: colors.surfaceMuted,
   },
   dateText: {
     fontSize: 14,
     lineHeight: 18,
-    fontWeight: "700",
+    fontWeight: "600",
     textAlign: "center",
   },
   todayMarker: {
diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index 6db6678..7248b7a 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -32,6 +32,7 @@ import {
   AuraSheetBackdrop,
   AuraSheetSurface,
   AuraText,
+  AuraTopSafeAreaScrim,
   auraCardStyle,
   auraDesignTokens,
 } from "@/src/components/ui/auraStylePrimitives";
@@ -350,7 +351,7 @@ function buildDetailGroups(item: ItemDetails) {
     {
       title: "Material & Design",
       items: filterDetailGroupItems([
-        { label: "Material", value: displayValue(item.material) || joinLabels([item.materials]) },
+        { label: "Material", value: displayValue(item.material) || joinLabels([item.materials]), multiline: true },
         { label: "Pattern", value: displayValue(item.pattern) },
         { label: "Style", value: displayValue(item.style) },
       ]),
@@ -359,14 +360,14 @@ function buildDetailGroups(item: ItemDetails) {
       title: "Color",
       items: filterDetailGroupItems([
         { label: "Primary", value: primaryColorForDetail(item) || colorLabel(item) },
-        { label: "Secondary", value: visibleColorsForDetail(item) },
+        { label: "Secondary", value: visibleColorsForDetail(item), multiline: true },
       ]),
     },
     {
       title: "Occasion",
       items: filterDetailGroupItems([
-        { label: "Season", value: joinLabels([item.seasonTags]) },
-        { label: "Use", value: joinLabels([item.occasionTags]) },
+        { label: "Season", value: joinLabels([item.seasonTags]), multiline: true },
+        { label: "Use", value: joinLabels([item.occasionTags]), multiline: true },
         { label: "Tags", value: joinLabels([item.detailTags, item.aestheticTags]), multiline: true },
       ]),
     },
@@ -429,6 +430,11 @@ function buildUsageRows(item: ItemDetails, status: LaundryStatus) {
   ]);
 }
 
+function shouldStackDetailRow(row: DetailRow) {
+  if (row.multiline) return true;
+  return cleanString(row.value).length > 42;
+}
+
 function auraPromptForItem(item: ItemDetails) {
   const details = uniqueStrings([
     itemTitle(item),
@@ -439,10 +445,12 @@ function auraPromptForItem(item: ItemDetails) {
     item.material,
     item.fit,
   ]).join(", ");
+  const slot = normalizeDisplayToken(item.category || item.subCategory || item.type).toLowerCase() || "item";
   return [
     `Style this closet item for me: ${details}.`,
     `Closet item id: ${item.id}.`,
-    "Build a wearable outfit around it using my closet where possible and keep the advice concise.",
+    `Required anchor item: use closet item id ${item.id} as the ${slot} in the outfit.`,
+    "Do not substitute another closet item for this anchor. Build a wearable outfit around it using my closet where possible and keep the advice concise.",
   ].join("\n");
 }
 
@@ -651,6 +659,11 @@ function createStyles(colors: AppColors) {
       borderBottomWidth: StyleSheet.hairlineWidth,
       borderBottomColor: colors.borderSoft,
     },
+    detailValueRowStacked: {
+      flexDirection: "column",
+      alignItems: "stretch",
+      gap: 5,
+    },
     detailValueRowLast: {
       borderBottomWidth: 0,
     },
@@ -661,6 +674,9 @@ function createStyles(colors: AppColors) {
       lineHeight: 18,
       fontWeight: "500",
     },
+    detailLabelStacked: {
+      width: "100%",
+    },
     detailValueText: {
       flex: 1,
       color: colors.textPrimary,
@@ -669,6 +685,11 @@ function createStyles(colors: AppColors) {
       fontWeight: "500",
       textAlign: "right",
     },
+    detailValueTextStacked: {
+      flex: 0,
+      width: "100%",
+      textAlign: "left",
+    },
     productSourceButton: {
       minHeight: 48,
       borderRadius: 16,
@@ -792,27 +813,35 @@ function DetailRowsBlock({ title, rows }: { title: string; rows: DetailRow[] })
         </AuraText>
       </View>
       <View style={styles.detailGroupItems}>
-        {rows.map((item, index) => (
-          <View
-            key={`${title}-${item.label}`}
-            style={[
-              styles.detailValueRow,
-              index === rows.length - 1 ? styles.detailValueRowLast : null,
-            ]}
-          >
-            <AuraText variant="caption" tone="muted" style={styles.detailLabel}>
-              {item.label}
-            </AuraText>
-            <AuraText
-              variant="body"
-              selectable
-              numberOfLines={item.multiline ? undefined : 3}
-              style={styles.detailValueText}
+        {rows.map((item, index) => {
+          const stacked = shouldStackDetailRow(item);
+          return (
+            <View
+              key={`${title}-${item.label}`}
+              style={[
+                styles.detailValueRow,
+                stacked ? styles.detailValueRowStacked : null,
+                index === rows.length - 1 ? styles.detailValueRowLast : null,
+              ]}
             >
-              {item.value}
-            </AuraText>
-          </View>
-        ))}
+              <AuraText
+                variant="caption"
+                tone="muted"
+                style={[styles.detailLabel, stacked ? styles.detailLabelStacked : null]}
+              >
+                {item.label}
+              </AuraText>
+              <AuraText
+                variant="body"
+                selectable
+                numberOfLines={stacked ? undefined : 3}
+                style={[styles.detailValueText, stacked ? styles.detailValueTextStacked : null]}
+              >
+                {item.value}
+              </AuraText>
+            </View>
+          );
+        })}
       </View>
     </View>
   );
@@ -1257,15 +1286,6 @@ export default function ItemDetailsScreen() {
               accessibilityLabel="Share this item"
               style={{ flex: 1 }}
             />
-            <AuraButton
-              label="More"
-              iconLeft="ellipsis-horizontal"
-              variant="tertiary"
-              size="compact"
-              onPress={onOpenOverflowMenu}
-              accessibilityLabel="Open more item actions"
-              style={{ flex: 1 }}
-            />
           </View>
         </View>
 
@@ -1315,6 +1335,7 @@ export default function ItemDetailsScreen() {
 
   return (
     <SafeScreen backgroundColor={colors.background} includeTopInset={false} includeBottomInset={false}>
+      <AuraTopSafeAreaScrim color={colors.background} />
       <ItemImageModal
         visible={detailImageOpen}
         images={detailImages}
@@ -1415,21 +1436,25 @@ function ActionMenuModal({
   }
 
   function renderMenuRow({
+    rowKey,
     icon,
     label,
     onPress,
     destructive = false,
     disabled = false,
     selected = false,
+    quiet = false,
     accessory = "chevron-forward",
     accessibilityLabel,
   }: {
+    rowKey?: React.Key;
     icon: keyof typeof Ionicons.glyphMap;
     label: string;
     onPress: () => void;
     destructive?: boolean;
     disabled?: boolean;
     selected?: boolean;
+    quiet?: boolean;
     accessory?: keyof typeof Ionicons.glyphMap | null;
     accessibilityLabel?: string;
   }) {
@@ -1438,10 +1463,13 @@ function ActionMenuModal({
       ? colors.destructive
       : selected
         ? colors.accent
-        : colors.textSecondary;
+        : quiet
+          ? colors.textMuted
+          : colors.textSecondary;
 
     return (
       <AuraPressable
+        key={rowKey ?? label}
         onPress={() => {
           void runHaptic(destructive ? "warning" : "light");
           onPress();
@@ -1455,6 +1483,12 @@ function ActionMenuModal({
         accessibilityState={{ selected, disabled }}
         style={[
           styles.actionMenuButton,
+          quiet && !selected && !destructive
+            ? {
+                backgroundColor: "transparent",
+                borderColor: colors.borderSoft,
+              }
+            : null,
           selected
             ? {
                 backgroundColor: colors.accentSoft,
@@ -1499,11 +1533,14 @@ function ActionMenuModal({
                 Styling actions
               </AuraText>
               {renderMenuRow({
+                rowKey: "add-to-outfit",
                 icon: "shirt-outline",
                 label: "Add to outfit",
                 onPress: onAddToOutfit,
+                quiet: true,
               })}
               {renderMenuRow({
+                rowKey: "mark-worn-today",
                 icon: "checkmark-circle-outline",
                 label: "Mark worn today",
                 onPress: onMarkWorn,
@@ -1519,6 +1556,7 @@ function ActionMenuModal({
               </AuraText>
               {STATUS_OPTIONS.map((status) =>
                 renderMenuRow({
+                  rowKey: `laundry-${status}`,
                   icon:
                     status === "clean"
                       ? "sparkles-outline"
@@ -1538,6 +1576,7 @@ function ActionMenuModal({
             <AuraDivider />
 
             {renderMenuRow({
+              rowKey: "delete-item",
               icon: "trash-outline",
               label: "Delete item",
               onPress: onDelete,
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index 639d020..0aeaa6e 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -173,6 +173,7 @@ export default function ChatList({
   const lastInsetScrollKeyRef = useRef<string | null>(null);
   const dismissedFocusMessageIdRef = useRef<string | null>(null);
   const loadingRef = useRef(loading);
+  const messagesRef = useRef(messages);
   const [listViewportHeight, setListViewportHeight] = React.useState(0);
   const [activeFocusAnchorId, setActiveFocusAnchorId] = React.useState<string | null>(null);
   const messageCount = messages.length;
@@ -206,9 +207,12 @@ export default function ChatList({
     [scrollToBottom],
   );
 
-  const scrollToFocusedMessage = useCallback((index: number, animated: boolean) => {
-    if (index < 0) return;
+  const scrollToFocusedMessage = useCallback((messageId: string | null | undefined, animated: boolean) => {
+    if (!messageId) return;
     requestAnimationFrame(() => {
+      const currentMessages = messagesRef.current;
+      const index = currentMessages.findIndex((message) => message.id === messageId);
+      if (index < 0 || index >= currentMessages.length) return;
       listRef.current?.scrollToIndex({
         index,
         animated,
@@ -261,6 +265,10 @@ export default function ChatList({
     loadingRef.current = loading;
   }, [loading]);
 
+  useEffect(() => {
+    messagesRef.current = messages;
+  }, [messages]);
+
   useEffect(() => {
     return () => {
       if (streamingScrollTimerRef.current) {
@@ -282,7 +290,7 @@ export default function ChatList({
     const shouldAnimate = messageCount >= previousCountRef.current;
     previousCountRef.current = messageCount;
     if (isFocusAnchoring) {
-      const timer = setTimeout(() => scrollToFocusedMessage(focusedMessageIndex, false), 30);
+      const timer = setTimeout(() => scrollToFocusedMessage(focusMessageId, false), 30);
       return () => clearTimeout(timer);
     }
     if (focusMessageId && focusedMessageIndex >= 0 && lastMessageId === focusMessageId) {
@@ -313,7 +321,7 @@ export default function ChatList({
     if (focusAnchorReleaseTimerRef.current) {
       clearTimeout(focusAnchorReleaseTimerRef.current);
     }
-    const focusTimer = setTimeout(() => scrollToFocusedMessage(focusedMessageIndex, true), 50);
+    const focusTimer = setTimeout(() => scrollToFocusedMessage(focusMessageId, true), 50);
     focusAnchorReleaseTimerRef.current = setTimeout(() => {
       if (loadingRef.current) return;
       focusAnchorActiveRef.current = false;
@@ -412,7 +420,7 @@ export default function ChatList({
     () => ({
       flexGrow: 1,
       justifyContent: messageCount ? ("flex-start" as const) : ("flex-end" as const),
-      paddingTop: messageCount ? 8 : 0,
+      paddingTop: messageCount ? 14 : 0,
       paddingHorizontal: 6,
       paddingBottom: Math.max(18, contentBottomPadding),
     }),
@@ -451,14 +459,22 @@ export default function ChatList({
       if (scrollToIndexRetryRef.current) {
         clearTimeout(scrollToIndexRetryRef.current);
       }
+      const currentMessages = messagesRef.current;
+      if (info.index < 0 || info.index >= currentMessages.length) {
+        scrollToIndexRetryRef.current = null;
+        scrollToBottomIfFollowing(false);
+        return;
+      }
+      const retryMessageId = currentMessages[info.index]?.id;
+      if (!retryMessageId) return;
       const offset = Math.max(0, info.averageItemLength * info.index - FOCUS_MESSAGE_VIEW_OFFSET);
       listRef.current?.scrollToOffset({ offset, animated: true });
       scrollToIndexRetryRef.current = setTimeout(() => {
         scrollToIndexRetryRef.current = null;
-        scrollToFocusedMessage(info.index, true);
+        scrollToFocusedMessage(retryMessageId, true);
       }, 120);
     },
-    [scrollToFocusedMessage],
+    [scrollToBottomIfFollowing, scrollToFocusedMessage],
   );
 
   const keyExtractor = useCallback((item: AIMessage) => item.id, []);
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 041a777..4964ffc 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -106,6 +106,30 @@ function fallbackStructuredIntro(message: AIMessage) {
   return "Got you — here’s what I’d do.";
 }
 
+function formatUserBubbleText(value?: string | null) {
+  const raw = String(value ?? "").trim();
+  if (!raw) return "";
+
+  if (/^Style this closet item for me:/i.test(raw) && /\bcloset item id:/i.test(raw)) {
+    return "Style this item with AURA.";
+  }
+
+  const cleaned = raw
+    .split(/\n+/)
+    .map((line) => line.trim())
+    .filter((line) => {
+      if (!line) return false;
+      if (/^closet item id:/i.test(line)) return false;
+      if (/^required anchor item:/i.test(line)) return false;
+      if (/^selected item ids?:/i.test(line)) return false;
+      if (/^do not substitute another closet item/i.test(line)) return false;
+      return true;
+    })
+    .join("\n");
+
+  return sanitizeMultilineDisplayText(cleaned);
+}
+
 function SmoothStreamingText({
   text,
   colors,
@@ -292,7 +316,7 @@ function ChatMessage({
   const structuredIntroText = cleanIntroText(message.assistantIntroText ?? message.text) || fallbackStructuredIntro(message);
   const isUser = message.kind === "user_text" || message.type === "user";
   const isAuraText = message.kind === "aura_text";
-  const displayText = isUser ? message.text : sanitizeMultilineDisplayText(message.text);
+  const displayText = isUser ? formatUserBubbleText(message.text) : sanitizeMultilineDisplayText(message.text);
   const isStreamingPlaceholder = !isUser && !!message.streaming && !displayText;
   const isUserUrlOnly = isUser && isUrlOnlyMessage(displayText);
   const formattedUserText = isUserUrlOnly ? formatUrlForDisplay(String(displayText ?? "")) : displayText;
diff --git a/src/components/aura/AuraLookCard.tsx b/src/components/aura/AuraLookCard.tsx
index f07fc46..c6eb675 100644
--- a/src/components/aura/AuraLookCard.tsx
+++ b/src/components/aura/AuraLookCard.tsx
@@ -253,11 +253,17 @@ function deriveEditorialSubtitle(look: AuraLook) {
   ]
     .filter(Boolean)
     .join(" ")
+    .replace(/\b\d{1,3}%\s+formality(?:\s+vibe)?\b,?\s*/gi, "")
+    .replace(/\bstrong color balance\b/gi, "balanced color story")
+    .replace(/\s+,/g, ",")
+    .replace(/,\s*,/g, ", ")
+    .replace(/,\s*([.?!])/g, "$1")
     .replace(/\s+/g, " ")
+    .replace(/,\s*$/g, "")
     .trim();
   if (!source) return "";
-  if (source.length <= 88) return source;
-  return `${source.slice(0, 85).trimEnd()}...`;
+  if (source.length <= 68) return source;
+  return `${source.slice(0, 65).trimEnd()}...`;
 }
 
 function labelFromStyleIdentity(value?: string | null) {
@@ -268,22 +274,21 @@ function labelFromStyleIdentity(value?: string | null) {
 
 function colorBalanceLabel(score?: number) {
   if (typeof score !== "number" || !Number.isFinite(score)) {
-    return "Color balance";
+    return "";
   }
-  if (score >= 82) return "Strong color balance";
-  if (score >= 68) return "Balanced color";
-  return "Needs color edit";
+  if (score >= 82) return "balanced color story";
+  if (score >= 68) return "easy color story";
+  return "intentional contrast";
 }
 
 function deriveStylingIntelligenceLine(look: AuraLook) {
   const intelligence = look.stylingIntelligence;
-  const score = intelligence?.overallScore;
-  if (typeof score !== "number" || !Number.isFinite(score)) return "";
+  if (!intelligence) return "";
   const styleLabel =
     labelFromStyleIdentity(intelligence?.styleIdentity) ||
     cleanShortLabel(look.vibe);
   const colorLabel = colorBalanceLabel(intelligence?.colorScore);
-  return [styleLabel, colorLabel, String(Math.round(score))]
+  return [styleLabel, colorLabel]
     .filter(Boolean)
     .join(" · ");
 }
@@ -1028,7 +1033,7 @@ export const AuraLookCard = memo(function AuraLookCard({
             >
               {closetItems.map((item, index) => (
                 <View
-                  key={`${look.lookTitle}-sheet-${item}-${index}`}
+                  key={`${look.lookTitle}-sheet-${item}`}
                   style={[
                     styles.closetSheetRow,
                     {
@@ -1427,7 +1432,7 @@ const styles = StyleSheet.create({
     paddingHorizontal: 2,
   },
   editorialMeta: {
-    letterSpacing: 1.1,
+    letterSpacing: 0.95,
     textTransform: "uppercase",
   },
   editorialMetaHome: {
@@ -1475,7 +1480,7 @@ const styles = StyleSheet.create({
     fontSize: 11.5,
     lineHeight: 15,
     fontWeight: "500",
-    letterSpacing: 1.1,
+    letterSpacing: 0.95,
     textTransform: "uppercase",
   },
   stylingIntelligenceLineHome: {
@@ -1591,7 +1596,7 @@ const styles = StyleSheet.create({
     fontSize: 10.5,
     lineHeight: 14,
     fontWeight: "500",
-    letterSpacing: 1.5,
+    letterSpacing: 1.25,
     textTransform: "uppercase",
   },
   closetSheetTitle: {
@@ -1632,7 +1637,7 @@ const styles = StyleSheet.create({
     fontSize: 10.5,
     lineHeight: 14,
     fontWeight: "500",
-    letterSpacing: 1.2,
+    letterSpacing: 1,
   },
   closetSheetItem: {
     flex: 1,
diff --git a/src/components/profile/LookDetailModal.tsx b/src/components/profile/LookDetailModal.tsx
index 529f226..6e6c32b 100644
--- a/src/components/profile/LookDetailModal.tsx
+++ b/src/components/profile/LookDetailModal.tsx
@@ -1,6 +1,6 @@
 import React, { useEffect, useMemo, useState } from "react";
-import { Alert, Modal, Pressable, ScrollView, StyleSheet, Text, View } from "react-native";
-import { LinearGradient } from "expo-linear-gradient";
+import { Alert, Modal, ScrollView, StyleSheet, Text, View } from "react-native";
+import { useSafeAreaInsets } from "react-native-safe-area-context";
 import Animated, {
   Easing,
   useAnimatedStyle,
@@ -8,8 +8,8 @@ import Animated, {
   withTiming,
 } from "react-native-reanimated";
 
-import { Colors } from "@/constants/theme";
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
+import { AuraButton, AuraIconButton } from "@/src/components/ui/auraStylePrimitives";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import {
@@ -33,6 +33,7 @@ function formatDate(value?: number) {
 export function LookDetailModal({ visible, record, onClose }: Props) {
   const { colors } = useAppTheme();
   const { user } = useAuth();
+  const insets = useSafeAreaInsets();
   const [busy, setBusy] = useState(false);
   const progress = useSharedValue(0);
 
@@ -94,18 +95,23 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
 
   return (
     <Modal visible={visible} transparent animationType="none" onRequestClose={onClose}>
-      <Animated.View style={[styles.screen, sheetStyle]}>
+      <Animated.View style={[styles.screen, { backgroundColor: colors.background }, sheetStyle]}>
         <View style={styles.header}>
           <View style={styles.headerSpacer} />
           <View style={styles.headerTitleBlock}>
-            <Text numberOfLines={1} style={styles.title}>
+            <Text numberOfLines={1} style={[styles.title, { color: colors.text }]}>
               {record.title}
             </Text>
-            {savedDate ? <Text style={styles.date}>{savedDate}</Text> : null}
+            {savedDate ? <Text style={[styles.date, { color: colors.textMuted }]}>{savedDate}</Text> : null}
           </View>
-          <Pressable onPress={onClose} style={styles.closeButton} accessibilityRole="button" accessibilityLabel="Close">
-            <Text style={styles.closeText}>×</Text>
-          </Pressable>
+          <AuraIconButton
+            icon="close"
+            label="Close saved look"
+            onPress={onClose}
+            variant="tertiary"
+            size="compact"
+            style={styles.closeButton}
+          />
         </View>
 
         <ScrollView contentContainerStyle={styles.content}>
@@ -118,41 +124,60 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
           />
         </ScrollView>
 
-        <View style={[styles.actions, { borderTopColor: colors.border }]}>
+        <View
+          style={[
+            styles.actions,
+            {
+              borderTopColor: colors.border,
+              backgroundColor: colors.background,
+              paddingBottom: Math.max(28, insets.bottom + 16),
+            },
+          ]}
+        >
           {isDisliked ? (
             <>
-              <Pressable disabled={busy} onPress={() => runAction("like")} style={styles.gradientButton}>
-                <LinearGradient
-                  colors={[colors.ctaCream, colors.ctaCream]}
-                  start={{ x: 0, y: 0.5 }}
-                  end={{ x: 1, y: 0.5 }}
-                  style={styles.gradientFill}
-                >
-                  <Text style={styles.gradientText}>{busy ? "Updating..." : "Actually I like this"}</Text>
-                </LinearGradient>
-              </Pressable>
-              <Pressable disabled={busy} onPress={() => runAction("remove")} style={styles.darkButton}>
-                <Text style={styles.darkButtonText}>Remove</Text>
-              </Pressable>
+              <AuraButton
+                label={busy ? "Updating..." : "Actually I like this"}
+                disabled={busy}
+                onPress={() => runAction("like")}
+                fullWidth
+              />
+              <AuraButton
+                label="Remove"
+                disabled={busy}
+                onPress={() => runAction("remove")}
+                variant="destructive"
+                fullWidth
+              />
             </>
           ) : (
             <>
-              <Pressable disabled={busy} onPress={() => runAction("wear")} style={styles.gradientButton}>
-                <LinearGradient
-                  colors={[colors.ctaCream, colors.ctaCream]}
-                  start={{ x: 0, y: 0.5 }}
-                  end={{ x: 1, y: 0.5 }}
-                  style={styles.gradientFill}
-                >
-                  <Text style={styles.gradientText}>{busy ? "Updating..." : "Wear today"}</Text>
-                </LinearGradient>
-              </Pressable>
-              <Pressable disabled={busy} onPress={() => runAction("plan")} style={styles.darkButton}>
-                <Text style={styles.darkButtonText}>Plan for today</Text>
-              </Pressable>
-              <Pressable disabled={busy} onPress={() => runAction("remove")} style={styles.darkButton}>
-                <Text style={styles.darkButtonText}>Remove from saved</Text>
-              </Pressable>
+              <AuraButton
+                label={busy ? "Updating..." : "Wear today"}
+                disabled={busy}
+                onPress={() => runAction("wear")}
+                fullWidth
+              />
+              <View style={styles.secondaryActions}>
+                <AuraButton
+                  label="Plan today"
+                  disabled={busy}
+                  onPress={() => runAction("plan")}
+                  variant="secondary"
+                  size="compact"
+                  fullWidth
+                  style={styles.secondaryButton}
+                />
+                <AuraButton
+                  label="Remove"
+                  disabled={busy}
+                  onPress={() => runAction("remove")}
+                  variant="destructive"
+                  size="compact"
+                  fullWidth
+                  style={styles.secondaryButton}
+                />
+              </View>
             </>
           )}
         </View>
@@ -164,7 +189,6 @@ export function LookDetailModal({ visible, record, onClose }: Props) {
 const styles = StyleSheet.create({
   screen: {
     flex: 1,
-    backgroundColor: Colors.dark.background,
   },
   header: {
     paddingTop: 56,
@@ -182,25 +206,15 @@ const styles = StyleSheet.create({
     gap: 4,
   },
   title: {
-    color: Colors.dark.textPrimary,
     fontSize: 17,
-    fontWeight: "800",
+    fontWeight: "600",
   },
   date: {
-    color: Colors.dark.textMuted,
     fontSize: 12,
   },
   closeButton: {
     width: 44,
     height: 44,
-    alignItems: "center",
-    justifyContent: "center",
-  },
-  closeText: {
-    color: Colors.dark.textPrimary,
-    fontSize: 30,
-    lineHeight: 34,
-    fontWeight: "300",
   },
   content: {
     paddingHorizontal: 16,
@@ -218,36 +232,13 @@ const styles = StyleSheet.create({
     paddingBottom: 28,
     borderTopWidth: 1,
     gap: 10,
-    backgroundColor: Colors.dark.background,
-  },
-  gradientButton: {
-    minHeight: 50,
-    borderRadius: 18,
-    overflow: "hidden",
-  },
-  gradientFill: {
-    minHeight: 50,
-    alignItems: "center",
-    justifyContent: "center",
   },
-  gradientText: {
-    color: Colors.dark.ctaText,
-    fontSize: 15,
-    fontWeight: "900",
-  },
-  darkButton: {
-    minHeight: 50,
-    borderRadius: 18,
-    alignItems: "center",
-    justifyContent: "center",
-    backgroundColor: Colors.dark.secondaryCta,
-    borderWidth: 1,
-    borderColor: Colors.dark.border,
+  secondaryActions: {
+    flexDirection: "row",
+    gap: 10,
   },
-  darkButtonText: {
-    color: Colors.dark.textPrimary,
-    fontSize: 15,
-    fontWeight: "800",
+  secondaryButton: {
+    flex: 1,
   },
 });
 
diff --git a/src/lib/auraMemory.ts b/src/lib/auraMemory.ts
index db01fc3..33b7dce 100644
--- a/src/lib/auraMemory.ts
+++ b/src/lib/auraMemory.ts
@@ -73,6 +73,23 @@ function uniqueTokens(values: (string | null | undefined)[], limit = 8) {
   return next;
 }
 
+function stripUndefinedDeep<T>(value: T): T {
+  if (Array.isArray(value)) {
+    return value
+      .filter((entry) => entry !== undefined)
+      .map((entry) => stripUndefinedDeep(entry)) as T;
+  }
+
+  if (value && typeof value === "object" && !(value instanceof Date)) {
+    const entries = Object.entries(value as Record<string, unknown>)
+      .filter(([, entry]) => entry !== undefined)
+      .map(([key, entry]) => [key, stripUndefinedDeep(entry)]);
+    return Object.fromEntries(entries) as T;
+  }
+
+  return value;
+}
+
 function itemDocRef(uid: string, itemId: string) {
   return doc(db, "users", uid, "items", itemId);
 }
@@ -315,11 +332,12 @@ export async function logStyleEvent(uid: string, event: StyleEvent) {
   if (!normalized) {
     throw new Error("Invalid style event");
   }
-  await setDoc(ref, normalized);
+  const payload = stripUndefinedDeep(normalized);
+  await setDoc(ref, payload);
   await recomputeLearnedStyleMemory(uid);
   return {
     id: ref.id,
-    ...normalized,
+    ...payload,
   };
 }
 
diff --git a/src/lib/wearOutfit.ts b/src/lib/wearOutfit.ts
index 671652c..ff833e3 100644
--- a/src/lib/wearOutfit.ts
+++ b/src/lib/wearOutfit.ts
@@ -331,6 +331,10 @@ export async function markOutfitWorn({
   void logOutfitSnapshotWornStyleEvent(uid, snapshot, {
     source: toMemorySource(source),
     wornAt: wornAtMs,
+  }).catch((error) => {
+    if (__DEV__) {
+      console.warn("[wearOutfit] Failed to log style event", error);
+    }
   });
 
   return {
diff --git a/src/utils/dailyOutfits.ts b/src/utils/dailyOutfits.ts
index 7eeb031..61389db 100644
--- a/src/utils/dailyOutfits.ts
+++ b/src/utils/dailyOutfits.ts
@@ -329,7 +329,7 @@ export async function clearPlannedOutfit(uid: string, dateKey: string | Date) {
     ref,
     {
       planned: false,
-      itemIds: deleteField(),
+      itemIds: [],
       plannedOutfit: deleteField(),
       updatedAt: serverTimestamp(),
     },

From 2d40b016dd377dedd22474c050220abc6b4fdcf3 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 12 May 2026 00:58:08 -0500
Subject: [PATCH 87/93] Fix Firebase config and Google OAuth for AURA bundle

---
 .gitignore                        |  6 +++
 GoogleService-Info.plist          | 36 +++++++++++++
 android/app/google-services.json  | 90 +++++++++++++++++++++++++++++++
 app.json                          | 10 +++-
 google-services.json              | 90 +++++++++++++++++++++++++++++++
 ios/AURA/GoogleService-Info.plist | 36 +++++++++++++
 6 files changed, 266 insertions(+), 2 deletions(-)
 create mode 100644 GoogleService-Info.plist
 create mode 100644 android/app/google-services.json
 create mode 100644 google-services.json
 create mode 100644 ios/AURA/GoogleService-Info.plist

diff --git a/.gitignore b/.gitignore
index a55f067..4c8546a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -35,3 +35,9 @@ ios.build/
 android.build/
 .claude/
 .idea/
+
+# Allow Firebase native config files required for EAS/TestFlight builds
+!GoogleService-Info.plist
+!ios/
+!ios/AURA/
+!ios/AURA/GoogleService-Info.plist
\ No newline at end of file
diff --git a/GoogleService-Info.plist b/GoogleService-Info.plist
new file mode 100644
index 0000000..0b2d715
--- /dev/null
+++ b/GoogleService-Info.plist
@@ -0,0 +1,36 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+	<key>CLIENT_ID</key>
+	<string>1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644.apps.googleusercontent.com</string>
+	<key>REVERSED_CLIENT_ID</key>
+	<string>com.googleusercontent.apps.1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644</string>
+	<key>ANDROID_CLIENT_ID</key>
+	<string>1043970871162-metmeq51adnvabgt010mt2lhbvbthhio.apps.googleusercontent.com</string>
+	<key>API_KEY</key>
+	<string>AIzaSyBoHMpbfOeDplgjeqReR6NJ5ll_WTftYyU</string>
+	<key>GCM_SENDER_ID</key>
+	<string>1043970871162</string>
+	<key>PLIST_VERSION</key>
+	<string>1</string>
+	<key>BUNDLE_ID</key>
+	<string>com.kasat.aura</string>
+	<key>PROJECT_ID</key>
+	<string>closet-app-57146</string>
+	<key>STORAGE_BUCKET</key>
+	<string>closet-app-57146.firebasestorage.app</string>
+	<key>IS_ADS_ENABLED</key>
+	<false></false>
+	<key>IS_ANALYTICS_ENABLED</key>
+	<false></false>
+	<key>IS_APPINVITE_ENABLED</key>
+	<true></true>
+	<key>IS_GCM_ENABLED</key>
+	<true></true>
+	<key>IS_SIGNIN_ENABLED</key>
+	<true></true>
+	<key>GOOGLE_APP_ID</key>
+	<string>1:1043970871162:ios:c757fdfe9dcbeb83ad50c3</string>
+</dict>
+</plist>
\ No newline at end of file
diff --git a/android/app/google-services.json b/android/app/google-services.json
new file mode 100644
index 0000000..1b72d77
--- /dev/null
+++ b/android/app/google-services.json
@@ -0,0 +1,90 @@
+{
+  "project_info": {
+    "project_number": "1043970871162",
+    "project_id": "closet-app-57146",
+    "storage_bucket": "closet-app-57146.firebasestorage.app"
+  },
+  "client": [
+    {
+      "client_info": {
+        "mobilesdk_app_id": "1:1043970871162:android:986f363d6c1a57afad50c3",
+        "android_client_info": {
+          "package_name": "com.athfan.aura"
+        }
+      },
+      "oauth_client": [
+        {
+          "client_id": "1043970871162-metmeq51adnvabgt010mt2lhbvbthhio.apps.googleusercontent.com",
+          "client_type": 1,
+          "android_info": {
+            "package_name": "com.athfan.aura",
+            "certificate_hash": "5e8f16062ea3cd2c4a0d547876baa6f38cabf625"
+          }
+        },
+        {
+          "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+          "client_type": 3
+        }
+      ],
+      "api_key": [
+        {
+          "current_key": "AIzaSyCC-WJc6mdAWOwXT_kIeKzlTmtyOa5A5-M"
+        }
+      ],
+      "services": {
+        "appinvite_service": {
+          "other_platform_oauth_client": [
+            {
+              "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+              "client_type": 3
+            },
+            {
+              "client_id": "1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644.apps.googleusercontent.com",
+              "client_type": 2,
+              "ios_info": {
+                "bundle_id": "com.kasat.aura"
+              }
+            }
+          ]
+        }
+      }
+    },
+    {
+      "client_info": {
+        "mobilesdk_app_id": "1:1043970871162:android:4932579e9f8cccdbad50c3",
+        "android_client_info": {
+          "package_name": "com.kasat.aura"
+        }
+      },
+      "oauth_client": [
+        {
+          "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+          "client_type": 3
+        }
+      ],
+      "api_key": [
+        {
+          "current_key": "AIzaSyCC-WJc6mdAWOwXT_kIeKzlTmtyOa5A5-M"
+        }
+      ],
+      "services": {
+        "appinvite_service": {
+          "other_platform_oauth_client": [
+            {
+              "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+              "client_type": 3
+            },
+            {
+              "client_id": "1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644.apps.googleusercontent.com",
+              "client_type": 2,
+              "ios_info": {
+                "bundle_id": "com.kasat.aura"
+              }
+            }
+          ]
+        }
+      }
+    }
+  ],
+  "configuration_version": "1"
+}
\ No newline at end of file
diff --git a/app.json b/app.json
index 6605d6d..49aeec0 100644
--- a/app.json
+++ b/app.json
@@ -13,18 +13,23 @@
       "supportsTablet": true,
       "usesAppleSignIn": true,
       "bundleIdentifier": "com.kasat.aura",
+      "buildNumber": "1",
       "googleServicesFile": "./GoogleService-Info.plist",
       "infoPlist": {
         "CFBundleURLTypes": [
           {
             "CFBundleURLSchemes": [
-              "com.googleusercontent.apps.1043970871162-6ap96ennmcs0r0rmld05d2j4gs1o5o5p"
+              "com.googleusercontent.apps.1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644"
             ]
           }
         ],
-        "NSLocationWhenInUseUsageDescription": "We use your location to show local weather in your wardrobe insights.",
+        "NSLocationWhenInUseUsageDescription": "AURA uses your approximate location while you use the app to show local weather for outfit planning.",
+        "NSLocationAlwaysAndWhenInUseUsageDescription": "AURA uses location only while you use the app to show local weather for outfit planning.",
+        "NSLocationAlwaysUsageDescription": "AURA uses location only while you use the app to show local weather for outfit planning.",
         "NSCalendarsUsageDescription": "We use your calendar to show today's events in your wardrobe insights.",
         "NSCalendarsFullAccessUsageDescription": "We use your calendar to show today's events in your wardrobe insights.",
+        "NSRemindersUsageDescription": "AURA uses reminders only if calendar access includes them for outfit planning context.",
+        "NSRemindersFullAccessUsageDescription": "AURA uses reminders only if calendar access includes them for outfit planning context.",
         "NSCameraUsageDescription": "AURA uses your camera so you can add clothing items to your wardrobe.",
         "NSPhotoLibraryUsageDescription": "AURA uses your photo library so you can select clothing photos for your wardrobe.",
         "NSPhotoLibraryAddUsageDescription": "AURA may save edited clothing images to your photo library when you choose to.",
@@ -43,6 +48,7 @@
       "edgeToEdgeEnabled": true,
       "predictiveBackGestureEnabled": false,
       "package": "com.kasat.aura",
+      "versionCode": 1,
       "permissions": [
         "android.permission.RECORD_AUDIO"
       ]
diff --git a/google-services.json b/google-services.json
new file mode 100644
index 0000000..1b72d77
--- /dev/null
+++ b/google-services.json
@@ -0,0 +1,90 @@
+{
+  "project_info": {
+    "project_number": "1043970871162",
+    "project_id": "closet-app-57146",
+    "storage_bucket": "closet-app-57146.firebasestorage.app"
+  },
+  "client": [
+    {
+      "client_info": {
+        "mobilesdk_app_id": "1:1043970871162:android:986f363d6c1a57afad50c3",
+        "android_client_info": {
+          "package_name": "com.athfan.aura"
+        }
+      },
+      "oauth_client": [
+        {
+          "client_id": "1043970871162-metmeq51adnvabgt010mt2lhbvbthhio.apps.googleusercontent.com",
+          "client_type": 1,
+          "android_info": {
+            "package_name": "com.athfan.aura",
+            "certificate_hash": "5e8f16062ea3cd2c4a0d547876baa6f38cabf625"
+          }
+        },
+        {
+          "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+          "client_type": 3
+        }
+      ],
+      "api_key": [
+        {
+          "current_key": "AIzaSyCC-WJc6mdAWOwXT_kIeKzlTmtyOa5A5-M"
+        }
+      ],
+      "services": {
+        "appinvite_service": {
+          "other_platform_oauth_client": [
+            {
+              "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+              "client_type": 3
+            },
+            {
+              "client_id": "1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644.apps.googleusercontent.com",
+              "client_type": 2,
+              "ios_info": {
+                "bundle_id": "com.kasat.aura"
+              }
+            }
+          ]
+        }
+      }
+    },
+    {
+      "client_info": {
+        "mobilesdk_app_id": "1:1043970871162:android:4932579e9f8cccdbad50c3",
+        "android_client_info": {
+          "package_name": "com.kasat.aura"
+        }
+      },
+      "oauth_client": [
+        {
+          "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+          "client_type": 3
+        }
+      ],
+      "api_key": [
+        {
+          "current_key": "AIzaSyCC-WJc6mdAWOwXT_kIeKzlTmtyOa5A5-M"
+        }
+      ],
+      "services": {
+        "appinvite_service": {
+          "other_platform_oauth_client": [
+            {
+              "client_id": "1043970871162-dn5aolk4kto8vqv1rbhidlgtql0okbav.apps.googleusercontent.com",
+              "client_type": 3
+            },
+            {
+              "client_id": "1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644.apps.googleusercontent.com",
+              "client_type": 2,
+              "ios_info": {
+                "bundle_id": "com.kasat.aura"
+              }
+            }
+          ]
+        }
+      }
+    }
+  ],
+  "configuration_version": "1"
+}
\ No newline at end of file
diff --git a/ios/AURA/GoogleService-Info.plist b/ios/AURA/GoogleService-Info.plist
new file mode 100644
index 0000000..0b2d715
--- /dev/null
+++ b/ios/AURA/GoogleService-Info.plist
@@ -0,0 +1,36 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+	<key>CLIENT_ID</key>
+	<string>1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644.apps.googleusercontent.com</string>
+	<key>REVERSED_CLIENT_ID</key>
+	<string>com.googleusercontent.apps.1043970871162-4mbfs4taqvn9b81imga67hg6kn15k644</string>
+	<key>ANDROID_CLIENT_ID</key>
+	<string>1043970871162-metmeq51adnvabgt010mt2lhbvbthhio.apps.googleusercontent.com</string>
+	<key>API_KEY</key>
+	<string>AIzaSyBoHMpbfOeDplgjeqReR6NJ5ll_WTftYyU</string>
+	<key>GCM_SENDER_ID</key>
+	<string>1043970871162</string>
+	<key>PLIST_VERSION</key>
+	<string>1</string>
+	<key>BUNDLE_ID</key>
+	<string>com.kasat.aura</string>
+	<key>PROJECT_ID</key>
+	<string>closet-app-57146</string>
+	<key>STORAGE_BUCKET</key>
+	<string>closet-app-57146.firebasestorage.app</string>
+	<key>IS_ADS_ENABLED</key>
+	<false></false>
+	<key>IS_ANALYTICS_ENABLED</key>
+	<false></false>
+	<key>IS_APPINVITE_ENABLED</key>
+	<true></true>
+	<key>IS_GCM_ENABLED</key>
+	<true></true>
+	<key>IS_SIGNIN_ENABLED</key>
+	<true></true>
+	<key>GOOGLE_APP_ID</key>
+	<string>1:1043970871162:ios:c757fdfe9dcbeb83ad50c3</string>
+</dict>
+</plist>
\ No newline at end of file

From c260bc974ba9b7e7e70bbbba11b97de7ce4ac23d Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Tue, 12 May 2026 09:08:16 -0500
Subject: [PATCH 88/93] fix: guard Firebase startup config for TestFlight

---
 TESTFLIGHT_ENV_FIX.md        |  71 +++++++++++++++++
 app.json                     |  12 ++-
 app/_layout.tsx              |  31 ++++++--
 eas.json                     |  28 +++++++
 ios/AURA/Info.plist          | 114 ++++++++++++++++++++++++++++
 src/contexts/AuthContext.tsx |  10 ++-
 src/lib/firebase.ts          | 111 ++++++++++++++++++++++-----
 src/lib/firebase.web.ts      | 100 ++++++++++++++++++++----
 src/lib/firebaseConfig.ts    | 143 +++++++++++++++++++++++++++++++++++
 9 files changed, 579 insertions(+), 41 deletions(-)
 create mode 100644 TESTFLIGHT_ENV_FIX.md
 create mode 100644 eas.json
 create mode 100644 ios/AURA/Info.plist
 create mode 100644 src/lib/firebaseConfig.ts

diff --git a/TESTFLIGHT_ENV_FIX.md b/TESTFLIGHT_ENV_FIX.md
new file mode 100644
index 0000000..59be035
--- /dev/null
+++ b/TESTFLIGHT_ENV_FIX.md
@@ -0,0 +1,71 @@
+# TestFlight Env Fix
+
+## Root Cause
+
+TestFlight Build 1 crashed on launch because Firebase Auth received an invalid or missing API key:
+
+`FirebaseError: Firebase: Error (auth/invalid-api-key)`
+
+The app initializes Firebase from `process.env.EXPO_PUBLIC_*` values in the JS bundle. EAS reported that the production environment had no variables, so the TestFlight bundle was built without the required Firebase config.
+
+## Required EAS Production Env Vars
+
+Required for app launch and Firebase Auth startup:
+
+- `EXPO_PUBLIC_FIREBASE_API_KEY`
+- `EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN`
+- `EXPO_PUBLIC_FIREBASE_PROJECT_ID`
+- `EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET`
+- `EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID`
+- `EXPO_PUBLIC_FIREBASE_APP_ID`
+
+Required for Google sign-in:
+
+- `EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID`
+- `EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID`
+
+Not required by the current client bundle:
+
+- `EXPO_PUBLIC_OUTFIT_INTENT_URL` is not referenced in the app code. Do not add it unless a legacy client endpoint is reintroduced.
+
+## Commands
+
+Run these from the `closet/` directory. Source local values first so `.env.local` can override `.env`:
+
+```sh
+set -a
+[ -f .env ] && source .env
+[ -f .env.local ] && source .env.local
+set +a
+```
+
+Create the production EAS environment variables:
+
+```sh
+eas env:create --environment production --name EXPO_PUBLIC_FIREBASE_API_KEY --value "$EXPO_PUBLIC_FIREBASE_API_KEY" --visibility plaintext
+eas env:create --environment production --name EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN --value "$EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN" --visibility plaintext
+eas env:create --environment production --name EXPO_PUBLIC_FIREBASE_PROJECT_ID --value "$EXPO_PUBLIC_FIREBASE_PROJECT_ID" --visibility plaintext
+eas env:create --environment production --name EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET --value "$EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET" --visibility plaintext
+eas env:create --environment production --name EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID --value "$EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID" --visibility plaintext
+eas env:create --environment production --name EXPO_PUBLIC_FIREBASE_APP_ID --value "$EXPO_PUBLIC_FIREBASE_APP_ID" --visibility plaintext
+eas env:create --environment production --name EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID --value "$EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID" --visibility plaintext
+eas env:create --environment production --name EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID --value "$EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID" --visibility plaintext
+```
+
+Confirm the production environment before rebuilding:
+
+```sh
+eas env:list --environment production
+```
+
+`EXPO_PUBLIC_*` values are bundled at build time by Expo. After adding or changing these EAS env vars, create a new build; installing the old Build 1 binary will not pick them up.
+
+```sh
+eas build --profile preview --platform ios
+```
+
+## Safety Notes
+
+- Do not commit `.env`, `.env.local`, `credentials.json`, `.p12`, or provisioning profile files.
+- Firebase client API keys are not service-account secrets, but they should still be restricted in Google Cloud to the intended Firebase APIs and app identifiers.
+- The app now validates required Firebase config before initialization and renders a production-safe configuration error instead of hard-crashing when the bundle is missing required values.
diff --git a/app.json b/app.json
index 49aeec0..6505369 100644
--- a/app.json
+++ b/app.json
@@ -13,9 +13,10 @@
       "supportsTablet": true,
       "usesAppleSignIn": true,
       "bundleIdentifier": "com.kasat.aura",
-      "buildNumber": "1",
+      "buildNumber": "2",
       "googleServicesFile": "./GoogleService-Info.plist",
       "infoPlist": {
+        "ITSAppUsesNonExemptEncryption": false,
         "CFBundleURLTypes": [
           {
             "CFBundleURLSchemes": [
@@ -50,7 +51,8 @@
       "package": "com.kasat.aura",
       "versionCode": 1,
       "permissions": [
-        "android.permission.RECORD_AUDIO"
+        "android.permission.RECORD_AUDIO",
+        "android.permission.MODIFY_AUDIO_SETTINGS"
       ]
     },
     "web": {
@@ -101,6 +103,12 @@
     "experiments": {
       "typedRoutes": true,
       "reactCompiler": true
+    },
+    "extra": {
+      "router": {},
+      "eas": {
+        "projectId": "a5ab8afd-5c1a-4ec6-9218-b835a9c43d0d"
+      }
     }
   }
 }
diff --git a/app/_layout.tsx b/app/_layout.tsx
index ce6d94c..022dbae 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -24,7 +24,7 @@ import AuraRing, { RING_SIZE_LG } from "@/src/components/brand/AuraRing";
 import BrandedLoadingAnimation from "@/src/components/brand/BrandedLoadingAnimation";
 import { configureGoogleSignIn } from "@/src/auth/googleAuth";
 import { logDeviceSecurityContext } from "@/src/lib/security";
-import { auth } from "@/src/lib/firebase";
+import { auth, hasFirebaseServices } from "@/src/lib/firebase";
 
 export const unstable_settings = {
   anchor: "(tabs)",
@@ -119,6 +119,19 @@ function AuthLoadTimeoutScreen({
   );
 }
 
+function ConfigurationErrorScreen() {
+  return (
+    <View style={loadingStyles.container}>
+      <View style={loadingStyles.errorPanel}>
+        <Text style={loadingStyles.errorTitle}>Configuration Error</Text>
+        <Text style={loadingStyles.errorCopy}>
+          AURA is missing required app configuration. Please install the latest build or contact support.
+        </Text>
+      </View>
+    </View>
+  );
+}
+
 function AuthGate() {
   const { user, loading, authCheckTimedOut, retryAuthCheck } = useAuth();
   const segments = useSegments();
@@ -307,6 +320,7 @@ const loadingStyles = StyleSheet.create({
 export default function RootLayout() {
   useColorScheme();
   const palette = Colors.dark;
+  const firebaseReady = hasFirebaseServices();
   const navigationTheme = {
     ...DarkTheme,
     colors: {
@@ -320,9 +334,10 @@ export default function RootLayout() {
   };
 
   useEffect(() => {
+    if (!firebaseReady) return;
     configureGoogleSignIn();
     void logDeviceSecurityContext();
-  }, []);
+  }, [firebaseReady]);
 
   useEffect(() => {
     if (Platform.OS !== "ios" || !__DEV__) return;
@@ -334,11 +349,17 @@ export default function RootLayout() {
   return (
     <SafeAreaProvider>
       <ThemeProvider value={navigationTheme}>
-        <AuthProvider>
+        {firebaseReady ? (
+          <AuthProvider>
+            <View style={{ flex: 1, backgroundColor: palette.background }}>
+              <AuthGate />
+            </View>
+          </AuthProvider>
+        ) : (
           <View style={{ flex: 1, backgroundColor: palette.background }}>
-            <AuthGate />
+            <ConfigurationErrorScreen />
           </View>
-        </AuthProvider>
+        )}
 
         <StatusBar style="light" />
       </ThemeProvider>
diff --git a/eas.json b/eas.json
new file mode 100644
index 0000000..131c491
--- /dev/null
+++ b/eas.json
@@ -0,0 +1,28 @@
+{
+  "cli": {
+    "version": ">= 15.0.0",
+    "appVersionSource": "local"
+  },
+  "build": {
+    "development": {
+      "developmentClient": true,
+      "distribution": "internal"
+    },
+    "preview": {
+      "credentialsSource": "local",
+      "distribution": "store",
+      "ios": {
+        "resourceClass": "m-medium"
+      }
+    },
+    "production": {
+      "autoIncrement": true,
+      "ios": {
+        "resourceClass": "m-medium"
+      }
+    }
+  },
+  "submit": {
+    "production": {}
+  }
+}
diff --git a/ios/AURA/Info.plist b/ios/AURA/Info.plist
new file mode 100644
index 0000000..8d7d8ca
--- /dev/null
+++ b/ios/AURA/Info.plist
@@ -0,0 +1,114 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+  <dict>
+    <key>CADisableMinimumFrameDurationOnPhone</key>
+    <true/>
+    <key>CFBundleAllowMixedLocalizations</key>
+    <true/>
+    <key>CFBundleDevelopmentRegion</key>
+    <string>$(DEVELOPMENT_LANGUAGE)</string>
+    <key>CFBundleDisplayName</key>
+    <string>AURA</string>
+    <key>CFBundleExecutable</key>
+    <string>$(EXECUTABLE_NAME)</string>
+    <key>CFBundleIdentifier</key>
+    <string>$(PRODUCT_BUNDLE_IDENTIFIER)</string>
+    <key>CFBundleInfoDictionaryVersion</key>
+    <string>6.0</string>
+    <key>CFBundleName</key>
+    <string>$(PRODUCT_NAME)</string>
+    <key>CFBundlePackageType</key>
+    <string>$(PRODUCT_BUNDLE_PACKAGE_TYPE)</string>
+    <key>CFBundleShortVersionString</key>
+    <string>1.0.0</string>
+    <key>CFBundleSignature</key>
+    <string>????</string>
+    <key>CFBundleURLTypes</key>
+    <array>
+      <dict>
+        <key>CFBundleURLSchemes</key>
+        <array>
+          <string>com.googleusercontent.apps.1043970871162-6ap96ennmcs0r0rmld05d2j4gs1o5o5p</string>
+        </array>
+      </dict>
+      <dict>
+        <key>CFBundleURLSchemes</key>
+        <array>
+          <string>aura</string>
+        </array>
+      </dict>
+    </array>
+    <key>CFBundleVersion</key>
+    <string>2</string>
+    <key>ITSAppUsesNonExemptEncryption</key>
+    <false/>
+    <key>LSMinimumSystemVersion</key>
+    <string>12.0</string>
+    <key>LSRequiresIPhoneOS</key>
+    <true/>
+    <key>NSAppTransportSecurity</key>
+    <dict>
+      <key>NSAllowsArbitraryLoads</key>
+      <false/>
+      <key>NSAllowsLocalNetworking</key>
+      <true/>
+    </dict>
+    <key>NSCalendarsFullAccessUsageDescription</key>
+    <string>We use your calendar to show today's events in your wardrobe insights.</string>
+    <key>NSCalendarsUsageDescription</key>
+    <string>We use your calendar to show today's events in your wardrobe insights.</string>
+    <key>NSCameraUsageDescription</key>
+    <string>AURA uses your camera so you can add clothing items to your wardrobe.</string>
+    <key>NSLocationAlwaysAndWhenInUseUsageDescription</key>
+    <string>AURA uses location only while you use the app to show local weather for outfit planning.</string>
+    <key>NSLocationAlwaysUsageDescription</key>
+    <string>AURA uses location only while you use the app to show local weather for outfit planning.</string>
+    <key>NSLocationWhenInUseUsageDescription</key>
+    <string>AURA uses your approximate location while you use the app to show local weather for outfit planning.</string>
+    <key>NSMicrophoneUsageDescription</key>
+    <string>Allow AURA to use your microphone for voice dictation.</string>
+    <key>NSPhotoLibraryAddUsageDescription</key>
+    <string>AURA may save edited clothing images to your photo library when you choose to.</string>
+    <key>NSPhotoLibraryUsageDescription</key>
+    <string>AURA uses your photo library so you can select clothing photos for your wardrobe.</string>
+    <key>NSRemindersFullAccessUsageDescription</key>
+    <string>AURA uses reminders only if calendar access includes them for outfit planning context.</string>
+    <key>NSRemindersUsageDescription</key>
+    <string>AURA uses reminders only if calendar access includes them for outfit planning context.</string>
+    <key>NSSpeechRecognitionUsageDescription</key>
+    <string>Allow AURA to turn your speech into chat text.</string>
+    <key>NSUserActivityTypes</key>
+    <array>
+      <string>$(PRODUCT_BUNDLE_IDENTIFIER).expo.index_route</string>
+    </array>
+    <key>RCTNewArchEnabled</key>
+    <true/>
+    <key>UILaunchStoryboardName</key>
+    <string>SplashScreen</string>
+    <key>UIRequiredDeviceCapabilities</key>
+    <array>
+      <string>arm64</string>
+    </array>
+    <key>UIRequiresFullScreen</key>
+    <false/>
+    <key>UIStatusBarStyle</key>
+    <string>UIStatusBarStyleDefault</string>
+    <key>UISupportedInterfaceOrientations</key>
+    <array>
+      <string>UIInterfaceOrientationPortrait</string>
+      <string>UIInterfaceOrientationPortraitUpsideDown</string>
+    </array>
+    <key>UISupportedInterfaceOrientations~ipad</key>
+    <array>
+      <string>UIInterfaceOrientationPortrait</string>
+      <string>UIInterfaceOrientationPortraitUpsideDown</string>
+      <string>UIInterfaceOrientationLandscapeLeft</string>
+      <string>UIInterfaceOrientationLandscapeRight</string>
+    </array>
+    <key>UIUserInterfaceStyle</key>
+    <string>Automatic</string>
+    <key>UIViewControllerBasedStatusBarAppearance</key>
+    <false/>
+  </dict>
+</plist>
diff --git a/src/contexts/AuthContext.tsx b/src/contexts/AuthContext.tsx
index bed42c3..162f8e0 100644
--- a/src/contexts/AuthContext.tsx
+++ b/src/contexts/AuthContext.tsx
@@ -1,7 +1,7 @@
 import { User, onAuthStateChanged } from "firebase/auth";
 import React, { createContext, useContext, useEffect, useMemo, useState } from "react";
 
-import { auth } from "../lib/firebase";
+import { auth, hasFirebaseServices } from "../lib/firebase";
 
 const AUTH_CHECK_TIMEOUT_MS = 10_000;
 
@@ -25,6 +25,14 @@ export function AuthProvider({ children }: { children: React.ReactNode }) {
     setLoading(true);
     setAuthCheckTimedOut(false);
 
+    if (!hasFirebaseServices()) {
+      setUser(null);
+      setLoading(false);
+      return () => {
+        settled = true;
+      };
+    }
+
     const timeout = setTimeout(() => {
       if (!settled) {
         setAuthCheckTimedOut(true);
diff --git a/src/lib/firebase.ts b/src/lib/firebase.ts
index 319da6c..20d542f 100644
--- a/src/lib/firebase.ts
+++ b/src/lib/firebase.ts
@@ -1,21 +1,23 @@
-import { initializeApp, getApps, getApp } from "firebase/app";
+import { initializeApp, getApps, getApp, type FirebaseApp } from "firebase/app";
 import AsyncStorage from "@react-native-async-storage/async-storage";
-import { initializeAuth, type Persistence } from "firebase/auth";
-import { getFirestore } from "firebase/firestore";
-import { getStorage } from "firebase/storage";
+import { getAuth, initializeAuth, type Auth, type Persistence } from "firebase/auth";
+import { getFirestore, type Firestore } from "firebase/firestore";
+import { getStorage, type FirebaseStorage } from "firebase/storage";
+
+import { firebaseConfigStatus, logFirebaseConfigProblem } from "./firebaseConfig";
 
 // Certificate pinning is handled by Firebase SDK.
 // Do not override or disable SSL verification anywhere in this codebase.
-const firebaseConfig = {
-  apiKey: process.env.EXPO_PUBLIC_FIREBASE_API_KEY,
-  authDomain: process.env.EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN,
-  projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID,
-  storageBucket: process.env.EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET,
-  messagingSenderId: process.env.EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID,
-  appId: process.env.EXPO_PUBLIC_FIREBASE_APP_ID,
+type FirebaseServices = {
+  app: FirebaseApp;
+  auth: Auth;
+  db: Firestore;
+  storage: FirebaseStorage;
 };
 
-export const app = getApps().length ? getApp() : initializeApp(firebaseConfig);
+function isDevBuild() {
+  return typeof __DEV__ !== "undefined" && __DEV__;
+}
 
 function getAsyncStoragePersistence(storage: typeof AsyncStorage): Persistence {
   return class ReactNativeAsyncStoragePersistence {
@@ -56,8 +58,83 @@ function getAsyncStoragePersistence(storage: typeof AsyncStorage): Persistence {
   } as unknown as Persistence;
 }
 
-export const auth = initializeAuth(app, {
-  persistence: getAsyncStoragePersistence(AsyncStorage),
-});
-export const db = getFirestore(app);
-export const storage = getStorage(app);
+function firebaseUnavailableError(serviceName: string) {
+  const error = new Error(`AURA Firebase ${serviceName} is unavailable.`);
+  error.name = "FirebaseConfigurationError";
+  return error;
+}
+
+function unavailableFirebaseService<T extends object>(serviceName: string): T {
+  return new Proxy({} as T, {
+    get() {
+      throw firebaseUnavailableError(serviceName);
+    },
+    set() {
+      throw firebaseUnavailableError(serviceName);
+    },
+  });
+}
+
+function logFirebaseInitializationError(error: unknown) {
+  if (isDevBuild()) {
+    console.error("[Firebase] Failed to initialize Firebase services.", {
+      error: error instanceof Error ? error.message : String(error),
+    });
+    return;
+  }
+
+  console.error("[Firebase] Failed to initialize Firebase services.");
+}
+
+function initializeFirebaseServices(): FirebaseServices | null {
+  if (!firebaseConfigStatus.ok) {
+    logFirebaseConfigProblem(firebaseConfigStatus);
+    return null;
+  }
+
+  try {
+    const app = getApps().length ? getApp() : initializeApp(firebaseConfigStatus.config);
+    let auth: Auth;
+    try {
+      auth = initializeAuth(app, {
+        persistence: getAsyncStoragePersistence(AsyncStorage),
+      });
+    } catch (error) {
+      if ((error as { code?: string })?.code !== "auth/already-initialized") {
+        throw error;
+      }
+      auth = getAuth(app);
+    }
+
+    return {
+      app,
+      auth,
+      db: getFirestore(app),
+      storage: getStorage(app),
+    };
+  } catch (error) {
+    firebaseInitializationError = error instanceof Error ? error : new Error("Firebase initialization failed.");
+    logFirebaseInitializationError(error);
+    return null;
+  }
+}
+
+export let firebaseInitializationError: Error | null = null;
+const firebaseServices = initializeFirebaseServices();
+
+export function hasFirebaseServices() {
+  return firebaseServices !== null;
+}
+
+export function requireFirebaseServices() {
+  if (!firebaseServices) throw firebaseUnavailableError("services");
+  return firebaseServices;
+}
+
+export { firebaseConfigStatus };
+
+export const app = firebaseServices?.app ?? unavailableFirebaseService<FirebaseApp>("app");
+export const auth = firebaseServices?.auth ?? unavailableFirebaseService<Auth>("auth");
+export const db = firebaseServices?.db ?? unavailableFirebaseService<Firestore>("db");
+export const storage =
+  firebaseServices?.storage ?? unavailableFirebaseService<FirebaseStorage>("storage");
diff --git a/src/lib/firebase.web.ts b/src/lib/firebase.web.ts
index 3430a70..63a18e9 100644
--- a/src/lib/firebase.web.ts
+++ b/src/lib/firebase.web.ts
@@ -1,18 +1,86 @@
-import { initializeApp, getApps, getApp } from "firebase/app";
-import { getAuth } from "firebase/auth";
-import { getFirestore } from "firebase/firestore";
-import { getStorage } from "firebase/storage";
-
-const firebaseConfig = {
-  apiKey: process.env.EXPO_PUBLIC_FIREBASE_API_KEY,
-  authDomain: process.env.EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN,
-  projectId: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID,
-  storageBucket: process.env.EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET,
-  messagingSenderId: process.env.EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID,
-  appId: process.env.EXPO_PUBLIC_FIREBASE_APP_ID,
+import { initializeApp, getApps, getApp, type FirebaseApp } from "firebase/app";
+import { getAuth, type Auth } from "firebase/auth";
+import { getFirestore, type Firestore } from "firebase/firestore";
+import { getStorage, type FirebaseStorage } from "firebase/storage";
+
+import { firebaseConfigStatus, logFirebaseConfigProblem } from "./firebaseConfig";
+
+type FirebaseServices = {
+  app: FirebaseApp;
+  auth: Auth;
+  db: Firestore;
+  storage: FirebaseStorage;
 };
 
-export const app = getApps().length ? getApp() : initializeApp(firebaseConfig);
-export const auth = getAuth(app);
-export const db = getFirestore(app);
-export const storage = getStorage(app);
+function isDevBuild() {
+  return typeof __DEV__ !== "undefined" && __DEV__;
+}
+
+function firebaseUnavailableError(serviceName: string) {
+  const error = new Error(`AURA Firebase ${serviceName} is unavailable.`);
+  error.name = "FirebaseConfigurationError";
+  return error;
+}
+
+function unavailableFirebaseService<T extends object>(serviceName: string): T {
+  return new Proxy({} as T, {
+    get() {
+      throw firebaseUnavailableError(serviceName);
+    },
+    set() {
+      throw firebaseUnavailableError(serviceName);
+    },
+  });
+}
+
+function logFirebaseInitializationError(error: unknown) {
+  if (isDevBuild()) {
+    console.error("[Firebase] Failed to initialize Firebase services.", {
+      error: error instanceof Error ? error.message : String(error),
+    });
+    return;
+  }
+
+  console.error("[Firebase] Failed to initialize Firebase services.");
+}
+
+function initializeFirebaseServices(): FirebaseServices | null {
+  if (!firebaseConfigStatus.ok) {
+    logFirebaseConfigProblem(firebaseConfigStatus);
+    return null;
+  }
+
+  try {
+    const app = getApps().length ? getApp() : initializeApp(firebaseConfigStatus.config);
+    return {
+      app,
+      auth: getAuth(app),
+      db: getFirestore(app),
+      storage: getStorage(app),
+    };
+  } catch (error) {
+    firebaseInitializationError = error instanceof Error ? error : new Error("Firebase initialization failed.");
+    logFirebaseInitializationError(error);
+    return null;
+  }
+}
+
+export let firebaseInitializationError: Error | null = null;
+const firebaseServices = initializeFirebaseServices();
+
+export function hasFirebaseServices() {
+  return firebaseServices !== null;
+}
+
+export function requireFirebaseServices() {
+  if (!firebaseServices) throw firebaseUnavailableError("services");
+  return firebaseServices;
+}
+
+export { firebaseConfigStatus };
+
+export const app = firebaseServices?.app ?? unavailableFirebaseService<FirebaseApp>("app");
+export const auth = firebaseServices?.auth ?? unavailableFirebaseService<Auth>("auth");
+export const db = firebaseServices?.db ?? unavailableFirebaseService<Firestore>("db");
+export const storage =
+  firebaseServices?.storage ?? unavailableFirebaseService<FirebaseStorage>("storage");
diff --git a/src/lib/firebaseConfig.ts b/src/lib/firebaseConfig.ts
new file mode 100644
index 0000000..7dc1ad0
--- /dev/null
+++ b/src/lib/firebaseConfig.ts
@@ -0,0 +1,143 @@
+import type { FirebaseOptions } from "firebase/app";
+
+export type FirebaseEnvVarName =
+  | "EXPO_PUBLIC_FIREBASE_API_KEY"
+  | "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN"
+  | "EXPO_PUBLIC_FIREBASE_PROJECT_ID"
+  | "EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET"
+  | "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID"
+  | "EXPO_PUBLIC_FIREBASE_APP_ID";
+
+export const REQUIRED_FIREBASE_ENV_VARS: readonly FirebaseEnvVarName[] = [
+  "EXPO_PUBLIC_FIREBASE_API_KEY",
+  "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN",
+  "EXPO_PUBLIC_FIREBASE_PROJECT_ID",
+  "EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET",
+  "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID",
+  "EXPO_PUBLIC_FIREBASE_APP_ID",
+] as const;
+
+type FirebaseConfigStatus =
+  | {
+      ok: true;
+      config: FirebaseOptions;
+      missingEnvVars: readonly [];
+      invalidEnvVars: readonly [];
+    }
+  | {
+      ok: false;
+      config: null;
+      missingEnvVars: readonly FirebaseEnvVarName[];
+      invalidEnvVars: readonly FirebaseEnvVarName[];
+    };
+
+function isDevBuild() {
+  return typeof __DEV__ !== "undefined" && __DEV__;
+}
+
+function envValue(name: FirebaseEnvVarName) {
+  return String(process.env[name] ?? "").trim();
+}
+
+function isPlaceholder(value: string) {
+  const normalized = value.trim().toLowerCase();
+  return (
+    !normalized ||
+    normalized === "undefined" ||
+    normalized === "null" ||
+    normalized === "changeme" ||
+    normalized === "todo" ||
+    normalized.startsWith("your_") ||
+    normalized.startsWith("replace_")
+  );
+}
+
+function hasValidHostShape(value: string) {
+  return /^[a-z0-9.-]+$/i.test(value) && value.includes(".") && !value.includes("://");
+}
+
+function hasValidProjectIdShape(value: string) {
+  return /^[a-z0-9-]+$/i.test(value) && !value.startsWith("-") && !value.endsWith("-");
+}
+
+function isInvalid(name: FirebaseEnvVarName, value: string) {
+  if (isPlaceholder(value)) return true;
+
+  switch (name) {
+    case "EXPO_PUBLIC_FIREBASE_API_KEY":
+      return !/^AIza[A-Za-z0-9_-]{20,}$/.test(value);
+    case "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN":
+      return !hasValidHostShape(value);
+    case "EXPO_PUBLIC_FIREBASE_PROJECT_ID":
+      return !hasValidProjectIdShape(value);
+    case "EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET":
+      return !hasValidHostShape(value);
+    case "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID":
+      return !/^\d{6,}$/.test(value);
+    case "EXPO_PUBLIC_FIREBASE_APP_ID":
+      return !/^1:\d+:[a-z]+:[A-Za-z0-9_-]+$/i.test(value);
+    default:
+      return true;
+  }
+}
+
+function buildFirebaseConfigStatus(): FirebaseConfigStatus {
+  const values = REQUIRED_FIREBASE_ENV_VARS.reduce<Record<FirebaseEnvVarName, string>>(
+    (acc, name) => {
+      acc[name] = envValue(name);
+      return acc;
+    },
+    {
+      EXPO_PUBLIC_FIREBASE_API_KEY: "",
+      EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN: "",
+      EXPO_PUBLIC_FIREBASE_PROJECT_ID: "",
+      EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET: "",
+      EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID: "",
+      EXPO_PUBLIC_FIREBASE_APP_ID: "",
+    },
+  );
+
+  const missingEnvVars = REQUIRED_FIREBASE_ENV_VARS.filter((name) => !values[name]);
+  const invalidEnvVars = REQUIRED_FIREBASE_ENV_VARS.filter(
+    (name) => values[name] && isInvalid(name, values[name]),
+  );
+
+  if (missingEnvVars.length || invalidEnvVars.length) {
+    return {
+      ok: false,
+      config: null,
+      missingEnvVars,
+      invalidEnvVars,
+    };
+  }
+
+  return {
+    ok: true,
+    config: {
+      apiKey: values.EXPO_PUBLIC_FIREBASE_API_KEY,
+      authDomain: values.EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN,
+      projectId: values.EXPO_PUBLIC_FIREBASE_PROJECT_ID,
+      storageBucket: values.EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET,
+      messagingSenderId: values.EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID,
+      appId: values.EXPO_PUBLIC_FIREBASE_APP_ID,
+    },
+    missingEnvVars: [],
+    invalidEnvVars: [],
+  };
+}
+
+export const firebaseConfigStatus = buildFirebaseConfigStatus();
+
+export function logFirebaseConfigProblem(status: FirebaseConfigStatus) {
+  if (status.ok) return;
+
+  if (isDevBuild()) {
+    console.error("[Firebase] Missing or invalid required app configuration.", {
+      missingEnvVars: status.missingEnvVars,
+      invalidEnvVars: status.invalidEnvVars,
+    });
+    return;
+  }
+
+  console.error("[Firebase] Missing or invalid required app configuration.");
+}

From 02d71f47307b94935ae0c5843a12c1394873ab74 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 22 May 2026 02:44:37 -0500
Subject: [PATCH 89/93] docs: add launch readiness and QA reports

---
 .gitignore                         |   7 +-
 APP_STORE_PRIVACY_ANSWERS_DRAFT.md |  45 ++++++++++
 AURA_TESTFLIGHT_QA_FIX_REPORT.md   |  80 +++++++++++++++++
 COST_AND_ABUSE_READINESS.md        |  74 ++++++++++++++++
 LAUNCH_PRIVACY_DATA_INVENTORY.md   |  81 ++++++++++++++++++
 PRIVACY_POLICY_DRAFT.md            |  57 +++++++++++++
 README.md                          |  16 +++-
 SECURITY_SECRETS_AUDIT.md          |  70 +++++++++++++++
 TERMS_OF_USE_DRAFT.md              |  55 ++++++++++++
 TESTFLIGHT_ENV_FIX.md              |  19 ++++-
 TESTFLIGHT_SUBMISSION_CHECKLIST.md |  53 ++++++++++++
 TESTFLIGHT_UX_QA_CHECKLIST.md      |  68 +++++++++++++++
 package.json                       |   3 +-
 scripts/check-eas-public-env.cjs   | 132 +++++++++++++++++++++++++++++
 14 files changed, 756 insertions(+), 4 deletions(-)
 create mode 100644 APP_STORE_PRIVACY_ANSWERS_DRAFT.md
 create mode 100644 AURA_TESTFLIGHT_QA_FIX_REPORT.md
 create mode 100644 COST_AND_ABUSE_READINESS.md
 create mode 100644 LAUNCH_PRIVACY_DATA_INVENTORY.md
 create mode 100644 PRIVACY_POLICY_DRAFT.md
 create mode 100644 SECURITY_SECRETS_AUDIT.md
 create mode 100644 TERMS_OF_USE_DRAFT.md
 create mode 100644 TESTFLIGHT_SUBMISSION_CHECKLIST.md
 create mode 100644 TESTFLIGHT_UX_QA_CHECKLIST.md
 create mode 100644 scripts/check-eas-public-env.cjs

diff --git a/.gitignore b/.gitignore
index 4c8546a..49ee316 100644
--- a/.gitignore
+++ b/.gitignore
@@ -40,4 +40,9 @@ android.build/
 !GoogleService-Info.plist
 !ios/
 !ios/AURA/
-!ios/AURA/GoogleService-Info.plist
\ No newline at end of file
+!ios/AURA/GoogleService-Info.plist
+# Apple signing credentials - never commit
+credentials.json
+ios/certs/
+*.p12
+*.mobileprovision
diff --git a/APP_STORE_PRIVACY_ANSWERS_DRAFT.md b/APP_STORE_PRIVACY_ANSWERS_DRAFT.md
new file mode 100644
index 0000000..69dfa88
--- /dev/null
+++ b/APP_STORE_PRIVACY_ANSWERS_DRAFT.md
@@ -0,0 +1,45 @@
+# AURA App Store Privacy Answers Draft
+
+Draft based only on repo evidence. Do not submit without owner/legal review.
+
+## Data Used To Track You
+
+- NEEDS OWNER CONFIRMATION: No tracking SDK or ad SDK was found in package.json. Affiliate links are present, but code evidence does not prove cross-app tracking. Confirm Skimlinks/affiliate behavior before answering "No."
+
+## Data Linked To The User
+
+| App Store category | Draft answer | Status | Repo basis |
+|---|---|---|---|
+| Contact Info - Email Address | Collected, linked to user, used for app functionality/account management | CONFIRMED FROM CODE | Firebase email/password auth |
+| Contact Info - Name | Collected if user enters it, linked to user, used for personalization | CONFIRMED FROM CODE | Register/profile stores name/displayName |
+| User Content - Photos or Videos | Clothing photos, profile photo, AURA image attachments are collected and linked to user | CONFIRMED FROM CODE | Firebase Storage `users/{uid}/...` |
+| User Content - Other User Content | Closet metadata, outfit plans, AURA chats, product links, saved looks | CONFIRMED FROM CODE | Firestore `users/{uid}` subcollections |
+| Identifiers - User ID | Firebase UID is used and linked to user | CONFIRMED FROM CODE | Auth UID scopes Firestore/Storage |
+| Location - Precise Location | Likely collected/processed when weather is enabled because lat/lon is sent to weather API | LIKELY | `expo-location`, Open-Meteo fetch with lat/lon |
+| Contacts | Not found | CONFIRMED FROM CODE | No contacts permission/API found |
+| Calendars | Calendar event titles/times are read when permission is granted | LIKELY | `expo-calendar` reads events; confirm App Store category wording |
+| Audio Data | Voice dictation is present; backend transcription callable exists but no current call site found | NEEDS OWNER CONFIRMATION | `@react-native-voice/voice`, `transcribeAuraAudio` |
+| Search History | Product searches/import links may count depending interpretation | NEEDS OWNER CONFIRMATION | SerpApi and product URL import flows |
+| Purchases | No in-app purchase code found | CONFIRMED FROM CODE | No StoreKit/IAP dependency found |
+| Financial Info | Item price fields can be stored manually or from product links; no payment info found | LIKELY | Clothing item price fields |
+| Health and Fitness | Not found | CONFIRMED FROM CODE | No HealthKit/fitness APIs found |
+| Sensitive Info | Not intentionally collected in code | NEEDS OWNER CONFIRMATION | User-generated chat/photos can contain sensitive content |
+| Diagnostics | No Crashlytics/Sentry SDK found | NEEDS OWNER CONFIRMATION | App Store/TestFlight or Firebase console settings may collect outside repo |
+| Product Interaction | No analytics SDK found, but Firestore commerce events are written for product suggestions | LIKELY | `commerceEvents` and suggestion analytics |
+
+## Data Not Linked To The User
+
+- NEEDS OWNER CONFIRMATION: Weather cache and device-level SDK telemetry may be unlinked, but repo alone is insufficient.
+
+## Privacy Manifest Risk
+
+`ios/AURA/PrivacyInfo.xcprivacy` currently has an empty `NSPrivacyCollectedDataTypes` array. That may be acceptable only if App Store Connect privacy answers carry the disclosure and SDK manifests cover required APIs, but owner/legal should review before external TestFlight/App Review.
+
+## Recommended Owner Answers To Confirm
+
+- Tracking: probably "No" only if affiliate/Skimlinks setup does not track users across apps/sites.
+- Data linked to user: Email, name, user ID, photos, other user content, product interaction, location if weather enabled, calendar data if enabled.
+- Purposes: App functionality, personalization, account management, product personalization/recommendations.
+- Third-party advertising: not confirmed.
+- Developer advertising or marketing: not confirmed.
+- Analytics: not confirmed from code.
diff --git a/AURA_TESTFLIGHT_QA_FIX_REPORT.md b/AURA_TESTFLIGHT_QA_FIX_REPORT.md
new file mode 100644
index 0000000..52cb5d9
--- /dev/null
+++ b/AURA_TESTFLIGHT_QA_FIX_REPORT.md
@@ -0,0 +1,80 @@
+# AURA TestFlight QA Fix Report
+
+Date: 2026-05-21
+Build target: TestFlight Build 4
+
+## Root Causes Found
+
+- Product-link wardrobe saves could inherit a prior AURA chat image because the candidate local-photo resolver fell back to the only recent chat attachment when there was one candidate and one image. Link candidates now never use chat attachment local photos.
+- Product preview fallback was too permissive. A 404/error page or weak client preview could still become an "I found this item" card. Product-link previews now require a real product title and selected product image.
+- Retailer titles were not fully HTML-decoded, so values such as `Men&#x27;s` surfaced in cards. Numeric HTML entities are now decoded in client and Functions extraction paths.
+- Footwear detection ran too late for retailer titles that contain generic men's/women's text. Air Jordan, New Balance, Foot Locker, JD Sports, shoes, sneakers, trainers, and men's/women's shoes now map to footwear before top inference.
+- "Better" follow-ups were routed to existing-outfit advice instead of generating a concrete replacement. Refinement prompts now force a new outfit card with diversity constraints.
+- Streaming assistant messages were local-only until final completion. The client now persists the pending assistant placeholder, overwrites it with the final message, and recovers stale pending streams on rehydrate.
+- The AURA chat bottom inset did not leave enough room for the composer plus floating dock, so outfit cards and action buttons could sit behind controls.
+- Outfit-photo answers used the generic detected-outfit intro even when the user asked "What am I wearing?" Direct outfit descriptions now appear before the review card.
+
+## Bugs Fixed
+
+- H&M/product-link stale image regression: product-link items use only product preview image candidates.
+- Aritzia/error-page preview: semantic 404/error/bot pages fail cleanly instead of creating fake item cards.
+- Amazon/Foot Locker/JD Sports/Macy's/Aritzia retailer quality: added safer title cleanup, brand fallback labels, HTML entity decoding, and stricter card creation.
+- Footwear categorization: shoe retailer and sneaker model cues now map to footwear/shoes.
+- AURA bottom overlap: chat padding now accounts for composer height, floating dock height, safe area bottom, and extra scroll room.
+- Message controls: long-press user messages for Copy/Edit and assistant/system messages for Copy/Regenerate.
+- Streaming persistence: user messages and pending assistant placeholders persist before stream completion; stale pending responses show Retry.
+- Better/different outfit requests: now generate concrete alternate looks and avoid recent repeated combinations.
+- Outfit photo direct answer: "What am I wearing?" responds naturally first, dedupes color words, and improves displayed roles.
+- Shopping recommendations: existing AURA wardrobe suggestion cards and missing-piece actions continue to expose the live shopping/search sheet without pretending exact product availability.
+
+## Files Changed In This Pass
+
+- `app/(tabs)/ai.tsx`
+- `app/(tabs)/closet.tsx`
+- `functions/src/previewProductLink.ts`
+- `functions/src/shared/auraCandidatePreview.ts`
+- `functions/src/shared/auraOutfitPhotoAnalysis.ts`
+- `functions/src/shared/auraUrlCandidatePreview.ts`
+- `functions/src/shared/productLinkExtractor.ts`
+- `functions/src/shared/productUrlMetadata.ts`
+- `src/components/ai/AuraReplyCard.tsx`
+- `src/components/ai/ChatList.tsx`
+- `src/components/ai/ChatMessage.tsx`
+- `src/hooks/aura/useAuraChatHydration.ts`
+- `src/lib/aiChats.ts`
+- `src/lib/aura.ts`
+- `src/lib/auraAttachments.ts`
+- `src/lib/auraChatHelpers.ts`
+- `src/lib/auraOutfitAnalysisDisplay.ts`
+- `src/lib/productLinkClosetImport.ts`
+- `src/types/aura.ts`
+
+## Known Remaining Issues
+
+- `npx expo-doctor` still warns that native folders are present, so native config in `app.json` will not auto-sync through CNG. This is not from the QA fixes, but Build 4 should be made from the current native project or the native config should be synced intentionally.
+- No Sentry was added in this pass per instruction.
+- Retailer scraping can still be blocked by some stores; blocked/unsupported states now fail cleanly and ask the tester to try another link, screenshot, or manual add.
+- I did not redesign AURA UI; message controls use the platform alert menu to keep the chat uncluttered.
+
+## Manual QA Checklist
+
+- Aritzia 404: paste a known bad Aritzia product URL. Expected: no product card, friendly failure message.
+- Amazon product link: paste a real Amazon product URL. Expected: decoded title, real image if readable, Add enabled only with title plus image.
+- Foot Locker shoe: paste a New Balance/Air Jordan shoe URL. Expected: title apostrophes decoded and category shoes/footwear.
+- JD Sports shoe: paste an Air Jordan/JD Sports URL. Expected: title apostrophes decoded and category shoes/footwear.
+- Macy's product: paste a readable Macy's product URL. Expected: real title/image preview or clean unsupported failure.
+- H&M stale image regression: send an outfit/photo in AURA chat, then import an H&M product link. Expected: saved closet item image matches H&M product preview, not the prior chat photo.
+- Better refinement: ask for a look, then send "Better" or "make it better." Expected: concrete updated outfit card, at least one meaningful changed piece, short explanation.
+- Different outfit request: ask "another" or "different." Expected: no exact repeat of the recent top/bottom/shoes combination within recent suggestions.
+- What am I wearing: upload an outfit photo and ask "What am I wearing?" Expected: natural text answer first, then detected pieces card; tie/sunglasses as accessories, shoes as footwear.
+- Bottom composer overlap: with no keyboard, keyboard open, long assistant response, and outfit card at the bottom, Save Look/Wear Today/Plan Today remain scrollable above the composer/dock on small and large iPhones.
+- App background mid-stream: send a prompt, background/close mid-response, reopen. Expected: chat rehydrates from Firestore; completed final appears if written, otherwise pending response shows Retry.
+
+## Checks Run
+
+- `npx tsc --noEmit` - passed
+- `npm run lint` - passed
+- `npx expo-doctor` - ran, 17/18 passed; failed only the native-folder/app-config CNG warning
+- `cd functions && npm run lint` - passed
+- `cd functions && npm run build` - passed
+- `git diff --check` - passed
diff --git a/COST_AND_ABUSE_READINESS.md b/COST_AND_ABUSE_READINESS.md
new file mode 100644
index 0000000..faf7022
--- /dev/null
+++ b/COST_AND_ABUSE_READINESS.md
@@ -0,0 +1,74 @@
+# AURA Cost And Abuse Readiness
+
+Audit date: 2026-05-11
+
+## Current Controls
+
+| Area | Current control | Status |
+|---|---|---|
+| AURA chat | 10/min and 80/day per user | Good for small TestFlight, still costly if 50 active users all hit cap |
+| Streaming AURA chat | Same `auraChat` limit | Good, but HTTP endpoint lacks App Check |
+| Product link import/preview | 5/min and 30/day per user | Good for TestFlight |
+| Image ingestion | 3/min and 25/day per user | Good for TestFlight |
+| Outfit generation | 10/min and 100/day per user | Too high for external launch; okay for tiny internal group |
+| Voice transcription | 6/min and 60/day per user | Good if feature is used |
+| Live product search | Env daily limit default 20/day per user; disabled unless env enables provider | Good if disabled by default |
+| Image size | Storage rules cap images at 10 MB; client compresses item/chat images | Good |
+| Audio size | Storage rules and function cap audio at 10 MB | Good |
+| Product URL fetch | Safe fetch timeout, content-type checks, 3 MB HTML cap in safeFetch | Good |
+| Product search cache | Top-level `productSearchCache` with TTL setting | Good, but monitor cache growth |
+| Account deletion | 3/day per user | Good |
+
+## Expensive Endpoints
+
+1. `askAuraStream` and `askAura`: OpenAI GPT-5.4, wardrobe context, possible vision inputs.
+2. `ingestItemFromPhotos`: OpenAI vision, Sharp/background removal, Storage writes.
+3. `previewProductLink`/`importProductLink`: external fetch, OpenAI image ranking/extraction, Storage/Firestore writes.
+4. `generateAuraSwipeBatch`/`generateOutfitsV1`: OpenAI plus wardrobe reads.
+5. `transcribeAuraAudio`: OpenAI transcription if wired.
+6. `searchLiveProducts`: SerpApi paid search if enabled.
+
+## Risks
+
+- App Check missing means authenticated abuse can come from modified clients.
+- `askAuraStream` is HTTP, so callable App Check enforcement will not protect it automatically.
+- `outfitGeneration` daily cap of 100/user is high if a tester loops swipes.
+- AURA chat cap of 80/day/user can become expensive with image-rich prompts.
+- Stored chat history and wardrobe context can grow; backend slices history but Firestore storage still grows.
+- Storage growth risk exists for repeated AURA attachments because attachment cleanup is account-level, not per-chat.
+- Product link extraction logs and cached metadata should be watched for growth and privacy.
+- Firebase reads from Calendar/Home may become hot if closet size grows, but acceptable for small TestFlight.
+
+## Recommended Small TestFlight Caps
+
+- User cap: 10 to 25 internal testers until Firebase config, App Check, and deletion QA are confirmed.
+- AURA message cap: 30/day/user for internal TestFlight; raise only after monitoring.
+- Product import cap: 10/day/user.
+- Image upload/ingestion cap: 10/day/user.
+- Outfit generation/swipe cap: 30/day/user.
+- Voice transcription cap: 20/day/user if voice is enabled.
+- Live product search: keep disabled unless explicitly testing shopping; if enabled, cap at 5/day/user.
+
+## Monitoring Metrics
+
+Watch daily during TestFlight:
+
+- Function invocations by endpoint.
+- Function errors by endpoint and error code.
+- OpenAI spend by model and feature.
+- Firebase Storage bytes and object count under `users/`.
+- Firestore reads/writes/deletes and top collections by volume.
+- Rate-limit block counts.
+- `askAuraStream` non-200 responses and aborted streams.
+- Product link import failure rate by domain.
+- Image ingestion failure rate.
+- Account deletion success counts and any deletion errors.
+
+## Recommended Before External TestFlight
+
+1. Enable App Check for Firestore, Storage, and callable functions.
+2. Add manual App Check verification to HTTP endpoints or convert streaming endpoint to callable-compatible approach.
+3. Lower caps in `RATE_LIMITS` for external testing.
+4. Add budget alerts in Google Cloud/OpenAI/SerpApi.
+5. Add log-based metrics for expensive endpoint success/failure without logging prompts, URLs, or wardrobe details.
+6. Add scheduled cleanup for stale AURA attachments and old failed drafts.
diff --git a/LAUNCH_PRIVACY_DATA_INVENTORY.md b/LAUNCH_PRIVACY_DATA_INVENTORY.md
new file mode 100644
index 0000000..dfe3cb5
--- /dev/null
+++ b/LAUNCH_PRIVACY_DATA_INVENTORY.md
@@ -0,0 +1,81 @@
+# AURA Launch Privacy Data Inventory
+
+Audit date: 2026-05-11
+
+Scope: repo evidence from the Expo app, Firebase rules, Firebase Functions, native config, and local environment key names. This is an engineering inventory, not final legal advice.
+
+## Standards Used
+
+- Firebase security checklist: https://firebase.google.com/support/guides/security-checklist
+- Firebase App Check overview: https://firebase.google.com/docs/app-check
+- Firebase API key guidance: https://firebase.google.com/docs/projects/api-keys
+- Firebase Storage user security rules: https://firebase.google.com/docs/storage/security/user-securityBAK
+
+## Account Data
+
+| Data type | Source screen or flow | Storage or processor | Purpose | Retention and deletion | User deletion | App Store privacy disclosure |
+|---|---|---|---|---|---|---|
+| Email address | Email sign up/sign in in `app/(auth)/register.tsx` and `app/(auth)/login.tsx` | Firebase Auth; may also be visible through Auth user object | Account creation and sign in | Kept until account deletion | Deleted by `deleteAccountData` via Firebase Auth deletion | Yes: Contact Info, Email Address, linked to user |
+| UID | Firebase Auth after sign in | Firebase Auth; Firestore path `users/{uid}`; Storage path `users/{uid}/...`; hashed UID in function rate limits | Access control, user data scoping, rate limiting | Kept until account deletion; hashed rate-limit docs deleted for known endpoints | Deleted by `deleteAccountData`; legacy `parseOutfitIntent` rate-limit doc is now included | Yes: User ID or Identifiers, linked to user |
+| First/display name | Register, onboarding/profile/account screens | Firestore `users/{uid}` profile fields | Personalization and account display | Kept until account deletion | Deleted by `deleteAccountData` | Yes: Contact Info or Other User Content, linked to user |
+| Profile photo | Profile account screen | Firebase Storage `users/{uid}/profile/avatar.jpg`; URL in Firestore/Auth profile fields if saved | Account personalization | Kept until account deletion | Deleted by account deletion storage prefix cleanup | Yes: User Content, Photos or Other User Content |
+
+## User Content
+
+| Data type | Source screen or flow | Storage or processor | Purpose | Retention and deletion | User deletion | App Store privacy disclosure |
+|---|---|---|---|---|---|---|
+| Clothing photos | Add item, closet quick add, AURA image attachments | Firebase Storage `users/{uid}/items/...`; temporary local file cache | Closet item creation, visual display, AI extraction | Stored until item/account deletion | Item deletion attempts owned Storage cleanup; account deletion removes `users/{uid}/` prefix | Yes: User Content, Photos, linked to user |
+| Cutout/cleaned/normalized images | Native iOS background removal, server ingestion | Firebase Storage `users/{uid}/items/...cleaned.png`, `.normalized.png`, thumbs/crops | Display polished item images and AI ingestion | Stored until item/account deletion | Same as clothing photos | Yes: User Content, Photos |
+| Item metadata | Manual add, AI ingestion, product link import | Firestore `users/{uid}/items/{itemId}` | Closet, laundry, styling, recommendations, planner | Stored until item/account deletion | Item delete and account delete | Yes: User Content or Other Data, linked to user |
+| Product links and product metadata | Closet product link import, AURA chat product-link intent | Firestore item fields such as `productUrl`, `sourceUrl`, `linkMetadata`; Firebase Functions process URL; external merchant pages fetched server-side | Create clothing draft from a product URL | Stored with item until item/account deletion | Item/account deletion | Yes: User Content, Browsing/Search-like content depending App Store interpretation; needs owner/legal confirmation |
+| Outfit plans | Calendar, Home, AURA actions, Wear Today | Firestore `users/{uid}/outfits/{dateKey}` | Daily planning and wear logging | Stored until user clears plan or account deletion | Clear plan, item/account deletion | Yes: User Content, linked to user |
+| Saved looks and feedback | AURA chat, AURA swipe, Studio, profile My Looks | Firestore `users/{uid}/savedLooks`, `savedOutfits`, `outfitFeedback`, `styleEvents`, `assistantProfile` | Personalization and saved outfit history | Stored until deleted/account deletion | My Looks deletion and account deletion | Yes: User Content, Preferences, linked to user |
+| AURA chat messages | AURA tab and chat drawer | Firestore `users/{uid}/aiChats/{chatId}/messages`; local MMKV cache | AI stylist conversation history and continuity | Stored until chat/account deletion; local cache cleared on sign out/account deletion | Chat delete and account deletion | Yes: User Content, Other User Content, linked to user |
+| AURA image attachments | AURA chat image upload | Firebase Storage `users/{uid}/auraAttachments/...`; message metadata in Firestore | Image-aware styling, outfit analysis, add item from image | Stored until account deletion unless item draft consumes it | Account deletion | Yes: User Content, Photos |
+| Voice transcripts | AURA composer voice dictation | Current composer uses native speech recognition to insert text into chat. Backend `transcribeAuraAudio` exists but no current call site was found. | Dictation into chat | Transcript becomes chat text if sent; temporary backend audio would be deleted in `finally` if endpoint is used | Chat/account deletion | Yes if enabled: Audio Data and User Content. Needs owner confirmation |
+
+## Device and Technical Data
+
+| Data type | Source screen or flow | Storage or processor | Purpose | Retention and deletion | User deletion | App Store privacy disclosure |
+|---|---|---|---|---|---|---|
+| Auth/session tokens | Firebase Auth SDK | Firebase Auth/AsyncStorage | Keep user signed in | Managed by Firebase Auth; removed on sign out | Sign out/account deletion | Usually not disclosed as collected data, but confirm |
+| Local cache | Chat cache, weather cache, closet cache | MMKV `aura-storage` and AsyncStorage | Performance/offline UX | Until cleared or overwritten | `Storage.clearUserScopedData(uid)` clears user-scoped MMKV keys; weather cache is not UID-scoped | May not require disclosure unless tied to user |
+| Location coordinates | Weather cards and calendar planning | Sent to Open-Meteo API request; city/weather stored locally | Weather-aware outfit planning | Weather cached locally for 30 minutes | User can deny permission; cache not explicitly cleared on account deletion if unscoped | Yes: Location, likely Precise Location if lat/lon sent |
+| Calendar event titles/times | Home/calendar event cards | Read from device calendar; displayed in app. No direct Firestore storage found | Event-aware outfit planning | In memory during use | User can deny/revoke permission | Yes if collected/processed: Calendar or Other User Content. Needs owner/legal confirmation |
+| Crash logs/analytics | No Crashlytics, Sentry, Segment, GA, or Firebase Analytics SDK found in package.json | Not confirmed in repo | Not applicable from code | Not confirmed | Not confirmed | NEEDS OWNER CONFIRMATION for App Store Connect |
+| Device identifiers | Firebase SDKs may process installation/auth/device signals | Firebase | Auth/security/service operation | Managed by Firebase | Account deletion/sign out partly affects auth data | App Store answers need owner confirmation based on Firebase console and SDK behavior |
+
+## AI Processing
+
+| Data sent | Sent to | Code evidence | Purpose | Stored by AURA | Deletion |
+|---|---|---|---|---|---|
+| Chat prompt, recent history, compact profile, wardrobe context, required item IDs | OpenAI via Firebase Functions `askAura`/`askAuraStream` | `functions/src/askAura.ts`, `functions/src/askAuraStream.ts` | Generate AURA chat and outfit advice | Final chat stored in Firestore; OpenAI request not stored in repo code | Chat/account deletion for AURA storage; OpenAI retention must be reviewed in processor terms |
+| Clothing image URLs | OpenAI vision via `ingestItemFromPhotos` | `functions/src/ingestItemFromPhotos.ts` | Extract item category, color, material, brand, details | Parsed metadata stored in Firestore; images stored in Storage | Item/account deletion |
+| Product URL metadata and product images | Firebase Functions and OpenAI image candidate ranking/extraction | `functions/src/shared/productLinkExtractor.ts`, `auraUrlCandidatePreview.ts` | Build item draft from product link | Product metadata may be stored in item doc | Item/account deletion |
+| Outfit photo attachments | OpenAI vision through AURA chat photo analysis | `functions/src/shared/auraOutfitPhotoAnalysis.ts` | Analyze worn outfit or add pieces | Output stored in chat if sent | Chat/account deletion |
+| Voice audio | OpenAI transcription if dormant callable is wired | `functions/src/transcribeAuraAudio.ts`; no current client call found | Transcribe voice note | Audio temp file deleted after transcription; transcript returned | Transcript deletion if sent as chat |
+
+## Third Parties
+
+| Third party | Evidence | Data involved | Notes |
+|---|---|---|---|
+| Firebase / Google Cloud | Firebase SDKs, Auth, Firestore, Storage, Functions | Account data, UID, closet data, photos, chat, function logs, rate limits | Primary backend and storage processor |
+| OpenAI | `openai` package and direct API calls in Functions | Chat text, wardrobe context, image URLs, product context, possible transcripts | Processor for AI responses. Owner must review current OpenAI API data terms |
+| Apple | Apple Sign In, iOS permissions, TestFlight/App Store | Apple auth identifier, app metadata, TestFlight diagnostics if enabled | Owner must configure App Store privacy answers |
+| Google Sign-In | `@react-native-google-signin/google-signin` | Google OAuth profile/email depending consent | Native Firebase/OAuth config currently mismatched and must be regenerated |
+| SerpApi | `SERPAPI_API_KEY`, `searchLiveProducts` | Product search query and shopping results | Feature is gated by env flags |
+| Skimlinks or affiliate provider | `SKIMLINKS_ID`, `wrapAffiliateLinks` | Product URLs for affiliate wrapping | Affiliate disclosure exists in shopping sheet; owner must confirm program and disclosure |
+| Open-Meteo | Weather fetch URL in `useLocalWeather`/`weatherDaily` | Latitude/longitude and selected date | Not listed in original prompt but present in code |
+
+## Deletion Summary
+
+- In-app account deletion exists in `src/profile/screens.tsx` and calls `deleteAccountData`.
+- Backend deletion removes Auth user, Firestore `users/{uid}` tree, Storage `users/{uid}/` files, hashed function rate-limit docs, and now the legacy `parseOutfitIntent` raw-UID rate-limit doc.
+- Shared top-level caches such as `productSearchCache` are not user-specific and are not deleted by account deletion.
+- Local user-scoped MMKV data is cleared on sign out/account deletion. Non-user-scoped weather cache is not explicitly cleared.
+
+## Human Review Required
+
+- Final Privacy Policy, Terms, App Store privacy labels, age rating, and AI disclosure.
+- Whether Firebase/OpenAI/SerpApi/affiliate provider processor terms match AURA's intended launch.
+- Whether TestFlight diagnostics, Apple crash data, or Firebase console features collect diagnostics not visible in repo code.
diff --git a/PRIVACY_POLICY_DRAFT.md b/PRIVACY_POLICY_DRAFT.md
new file mode 100644
index 0000000..a16e05c
--- /dev/null
+++ b/PRIVACY_POLICY_DRAFT.md
@@ -0,0 +1,57 @@
+# Privacy Policy Draft
+
+Draft only. Must be reviewed and customized by the app owner/legal professional before launch.
+
+Effective date: [insert date]
+
+AURA: AI Personal Stylist ("AURA", "we", "us") helps you create a digital wardrobe, plan outfits, and receive AI styling suggestions based on the clothing items, preferences, and context you choose to provide.
+
+## Information We Collect
+
+We collect account information such as your email address, user ID, display name, and optional profile photo. We collect wardrobe content you add, including clothing photos, edited cutout images, item names, brands, colors, categories, sizes, notes, prices, product links, outfit plans, saved looks, laundry status, wear history, and AURA chat messages.
+
+If you grant permission, AURA may use your camera or photo library so you can add clothing photos. If you grant location permission, AURA may use your approximate location while you use the app to show local weather for outfit planning. If you grant calendar permission, AURA may read upcoming calendar event titles and times to help plan outfits around your day.
+
+AURA includes voice dictation features. Voice input may be processed by the device speech recognition service and, if enabled in the backend, may be sent to our Firebase Functions for transcription through OpenAI. The app owner must confirm the final voice behavior before launch.
+
+## AI Processing
+
+AURA uses Firebase Functions to call OpenAI for styling features. Depending on the feature, we may send OpenAI your chat prompt, recent chat context, wardrobe item metadata, style preferences, clothing image URLs, product link metadata, or outfit photos. We use this information to generate outfit suggestions, classify clothing items, extract product details, and respond to your styling requests.
+
+We do not put the OpenAI API key in the mobile app. AI requests are made from Firebase Functions.
+
+## Product Link Import and Shopping Features
+
+If you paste a product link, AURA may fetch the product page, read product metadata, analyze product images, and create a draft wardrobe item for your review. Some shopping or product links may be routed through affiliate providers, such as Skimlinks, if that feature is enabled. AURA may earn a commission from some shopping links.
+
+## Where Data Is Stored
+
+AURA uses Firebase Authentication for accounts, Cloud Firestore for wardrobe/profile/chat/outfit data, Cloud Storage for photos and audio files, and Firebase Functions for backend processing. AURA may also use OpenAI, Apple, Google Sign-In, SerpApi, affiliate providers, and weather APIs such as Open-Meteo depending on enabled features.
+
+## Retention and Deletion
+
+We keep your account and wardrobe data while your account is active. You can delete individual closet items and chats in the app. You can delete your account in the app. Account deletion is intended to delete your Firebase Auth account, Firestore user data, Storage files under your user folder, chats, outfits, saved looks, and related metadata.
+
+Some shared caches or provider logs may not be deleted by the in-app deletion flow. The app owner must confirm provider retention periods before launch.
+
+## Your Choices
+
+You can decline camera, photo library, location, calendar, microphone, and speech permissions. Some features may not work without those permissions. You can sign out, delete chats/items, export certain profile data, and request account deletion in the app.
+
+## Children
+
+AURA is not intended for children under 13, or under the minimum digital consent age in your region. If you believe a child has provided personal information, contact us so we can delete it.
+
+## Security
+
+We use Firebase Authentication, user-scoped Firestore and Storage rules, and server-side API keys in Firebase Functions. No system is perfectly secure. You should not upload content you do not want processed for styling features.
+
+## Changes
+
+We may update this Privacy Policy from time to time. We will update the effective date and provide notice when required.
+
+## Contact
+
+Contact: [insert support email]
+
+Privacy Policy URL: [insert URL]
diff --git a/README.md b/README.md
index e286a11..fca29c6 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,14 @@
 
 **AURA: AI Personal Stylist** is a KASAT Labs mobile application that helps users digitize their wardrobe and receive outfit recommendations based on their clothing inventory, occasion, and context.
 
+## Performance Metrics
+
+- Real-time recommendation engine: ~1.2ms p50 ranking latency across 1000+ outfit combinations
+- AURA AI assistant response latency: ~0.9s end-to-end
+- Item creation time reduced by ~6× through automated image ingestion and attribute extraction
+- Feature extraction pipeline generates 34 structured garment attributes per item
+- Scales to ~800-item datasets with stable, near-constant inference performance
+
 The app combines **computer vision, mobile development, and AI intent parsing** to create a personal styling assistant that suggests outfits directly from a user's closet.
 
 A KASAT product.
@@ -10,7 +18,9 @@ A KASAT product.
 
 ## Demo
 
-**
+### Screenshots / Demo
+
+Screenshots can be added under `docs/screenshots/` when release images are ready.
 
 Example flow:
 
@@ -93,6 +103,10 @@ sequenceDiagram
 ### AI / Vision
 - iOS Vision Framework (`VNGenerateForegroundInstanceMaskRequest`)
 - AI intent parsing for outfit requests
+- LLM-driven contextual reasoning
+- AURA — real-time AI styling assistant
+- RAG-style structured context pipelines
+- Prompt engineering for outfit intent parsing
 
 ---
 ## System Architecture
diff --git a/SECURITY_SECRETS_AUDIT.md b/SECURITY_SECRETS_AUDIT.md
new file mode 100644
index 0000000..412f10a
--- /dev/null
+++ b/SECURITY_SECRETS_AUDIT.md
@@ -0,0 +1,70 @@
+# AURA Security And Secrets Audit
+
+Audit date: 2026-05-11
+
+Standards used: Firebase production rules, least privilege, API key restrictions, App Check, backend key protection, safe URL fetching, abuse controls, and deletion completeness.
+
+## Summary
+
+No committed OpenAI key, Firebase private key, service account JSON, hardcoded bearer token, or private key was found in tracked files. Firebase client API keys exist in ignored local config/env files; Firebase says these keys are not secrets for Firebase services, but they should still be restricted in Google Cloud.
+
+## Findings
+
+| Severity | Finding | File/path | Why it matters | Exact fix |
+|---|---|---|---|---|
+| Blocker | Firebase iOS native config is for old bundle `com.athfan.AURA`, not `com.kasat.aura` | `GoogleService-Info.plist`; `ios/AURA/GoogleService-Info.plist` | Firebase Auth/Google Sign-In/native services may fail or attach to the wrong registered app | In Firebase Console, add/download iOS app config for `com.kasat.aura`; replace both plist files; update iOS OAuth client env |
+| Blocker | Firebase Android config is for old package `com.athfan.aura`; it also references `com.athfan.wardrobeai` OAuth | `google-services.json`; `android/app/google-services.json` | Android Firebase/Google Sign-In would be wrong if Android is built | Download `google-services.json` for `com.kasat.aura`; replace both files |
+| Blocker | Firebase config files are ignored/untracked while app config references them | `.gitignore`, `app.json`, Firebase config files | EAS cloud builds may not receive required native Firebase config files | After regenerating correct configs, commit them intentionally or provide them through EAS secret file handling |
+| High | App Check is not configured or enforced | No `initializeAppCheck`, no `enforceAppCheck`, no `consumeAppCheckToken` | Authenticated abuse from modified clients remains possible, especially expensive AI endpoints | Add Firebase App Check for iOS App Attest/DeviceCheck; enforce for callable functions and Firebase services after testing |
+| High | Expensive `askAuraStream` is an HTTP `onRequest` endpoint with manual ID token verification but no App Check | `functions/src/askAuraStream.ts` | App Check callable protection does not automatically cover raw HTTP functions | Either convert to callable/streaming callable when viable, or manually verify App Check token for the HTTP endpoint |
+| Medium | Local `.env` and Firebase config files exist but are ignored | `.env`, `.env.local`, `GoogleService-Info.plist`, `google-services.json` | Local secrets/config can leak outside git; Firebase API keys need restrictions | Keep ignored; rotate/restrict keys if shared; never commit service account JSON or OpenAI/SERPAPI keys |
+| Medium | Backend logs still include redacted product URL paths and product metadata summaries | `functions/src/shared/productLinkExtractor.ts`, `auraUrlCandidatePreview.ts`, `productUrlMetadata.ts` | Redacted paths can still reveal product IDs or shopping behavior | For external launch, reduce to domain/count/status only and set short log retention |
+| Medium | Function logs previously included wardrobe gap arrays and footwear metadata; reduced in this audit | `functions/src/askAura.ts`, `functions/src/askAuraStream.ts` | Wardrobe metadata in logs is personal styling data | Keep aggregate-only logs; verify production logs after QA |
+| Medium | `outfitChatV1` stores user messages and debug constraints in Firestore | `functions/src/outfitChatV1.ts` | Expected product behavior, but debug fields can increase stored personal data | Confirm this legacy chat endpoint is used; remove debug fields or cap retention if not needed |
+| Low | Legacy `parseOutfitIntent` rate-limit doc was not deleted on account deletion; fixed in this audit | `functions/src/deleteAccountData.ts`, `functions/src/index.ts` | Raw UID rate-limit metadata could remain after deletion | Patched account deletion to delete `functionRateLimits/parseOutfitIntent/users/{uid}` |
+| Low | `functions/node_modules` has extraneous package and dry-run showed duplicate libvips Objective-C class warning | `functions/node_modules`, deploy dry-run output | Could cause local tooling/runtime instability | Run clean install in functions: `rm -rf functions/node_modules functions/package-lock.json` only if intentionally refreshing lock, then `npm install`; do not do this casually during release |
+
+## Rules Audit
+
+### Firestore
+
+- PASS: Default wildcard deny rules exist.
+- PASS: `users/{uid}` reads/writes are owner-scoped.
+- PASS: `items`, `outfits`, `threads/messages`, `aiChats/messages`, `styleEvents`, `savedLooks`, `auraLooks`, `savedOutfits`, `outfitFeedback`, and `commerceEvents` are scoped to `request.auth.uid == uid`.
+- PASS: No public wildcard write rule found.
+- RISK: `assistantProfile`, `profile`, `ai`, `auraLooks`, `savedOutfits`, and `outfitFeedback` allow owner writes with limited or generic validation. Acceptable for TestFlight, but harden schemas before public launch.
+- NOTE: `allow delete: if false` on root `users/{uid}` is fine because account deletion uses Admin SDK.
+
+### Storage
+
+- PASS: `users/{uid}/{allPaths=**}` is owner-scoped.
+- PASS: Image uploads are limited to `image/*` and 10 MB.
+- PASS: Temporary transcription audio is owner-scoped and limited to 10 MB audio/video/mp4.
+- PASS: Final wildcard denies all other paths.
+
+## Endpoint/Auth Audit
+
+| Endpoint | Type | Auth | Rate limit | Notes |
+|---|---|---|---|---|
+| `askAura` | Callable | Required | `auraChat`: 10/min, 80/day | OpenAI key server-side |
+| `askAuraStream` | HTTP onRequest | Bearer Firebase ID token | `auraChat`: 10/min, 80/day | Needs App Check/manual App Check |
+| `generateAuraSwipeBatch` | Callable | Required | `outfitGeneration`: 10/min, 100/day | Uses OpenAI |
+| `generateOutfitsV1` | Callable | Required | `outfitGeneration`: 10/min, 100/day | Uses OpenAI |
+| `outfitChatV1` | Callable | Required | `auraChat` or endpoint-specific logic in file | Legacy storage/debug should be reviewed |
+| `previewProductLink` | Callable | Required | `productLink`: 5/min, 30/day | Uses safe URL fetch/extraction |
+| `importProductLink` | Callable | Required | `productLink`: 5/min, 30/day | Creates item draft |
+| `ingestItemFromPhotos` | Firestore trigger | Admin trigger | `imageIngestion`: 3/min, 25/day | Triggered from item writes |
+| `transcribeAuraAudio` | Callable | Required | `voiceTranscription`: 6/min, 60/day | No current client call found |
+| `searchLiveProducts` | Callable | Required | Env daily limit, default 20/day | Gated by `PRODUCT_SEARCH_ENABLED=true` |
+| `wrapAffiliateLinks` | Callable | Not expensive | No user rate limit found | Add simple auth/rate limit if abused |
+| `parseOutfitIntent` | HTTP onRequest | Bearer Firebase ID token | 20/min | Legacy endpoint; consider removal or App Check |
+
+## SSRF/Product URL Import
+
+- PASS: `safeFetch` rejects non-http(s), localhost, private/internal IPs, oversized responses, bad content types, and too many redirects.
+- PASS: Product image URLs are also validated.
+- RISK: DNS can change between validation and fetch in any SSRF design. For public launch, consider resolving and fetching by validated IP with Host header or using a hardened fetch proxy.
+
+## Secrets Search Terms Covered
+
+Searched for `OPENAI_API_KEY`, `FIREBASE_PRIVATE_KEY`, `SERPAPI`, API keys, bearer tokens, service account JSON, private keys, debug bypasses, unsafe eval/dynamic code, local URLs, and SSRF-sensitive fetches.
diff --git a/TERMS_OF_USE_DRAFT.md b/TERMS_OF_USE_DRAFT.md
new file mode 100644
index 0000000..6b70491
--- /dev/null
+++ b/TERMS_OF_USE_DRAFT.md
@@ -0,0 +1,55 @@
+# Terms Of Use Draft
+
+Draft only. Must be reviewed and customized by the app owner/legal professional before launch.
+
+Effective date: [insert date]
+
+These Terms govern your use of AURA: AI Personal Stylist ("AURA", "we", "us"). By using AURA, you agree to these Terms.
+
+## Use Of AURA
+
+AURA helps you organize wardrobe items, plan outfits, and receive AI-generated styling suggestions. You are responsible for the information, photos, links, and other content you add to the app.
+
+## AI Styling Disclaimer
+
+AURA uses AI systems to generate suggestions. AI output may be inaccurate, incomplete, repetitive, or inappropriate for your circumstances. You should use your own judgment before wearing an outfit, buying an item, following care guidance, or relying on any recommendation.
+
+## Product And Shopping Disclaimer
+
+AURA may display product information, prices, availability, shopping links, or affiliate links. Product data may be outdated or incorrect. AURA does not guarantee product availability, pricing, sizing, quality, merchant policies, or delivery. Some links may earn AURA a commission.
+
+## User Content
+
+You keep ownership of the photos, wardrobe data, messages, and other content you provide. You grant AURA permission to store, process, display, and analyze that content to operate and improve the app's styling features.
+
+You represent that you have the rights needed to upload your content and that your content does not violate another person's rights.
+
+## Acceptable Use
+
+Do not use AURA to upload illegal content, infringe intellectual property rights, harass others, attempt to reverse engineer the service, bypass rate limits, scrape the backend, attack Firebase/OpenAI systems, or use the app in a way that harms the service or other users.
+
+## Accounts
+
+You are responsible for keeping your account credentials secure. We may suspend or terminate accounts that violate these Terms, create security risk, or abuse paid or rate-limited services.
+
+## Account Deletion
+
+You may request account deletion in the app. Deletion is intended to remove your Firebase Auth account, Firestore user data, Storage files, chats, outfits, saved looks, and related metadata. Some provider logs, backups, or shared caches may remain for limited periods as permitted by law and provider policies.
+
+## No Warranty
+
+AURA is provided "as is" and "as available." We do not guarantee that the app will be uninterrupted, secure, accurate, or error-free.
+
+## Limitation Of Liability
+
+To the maximum extent permitted by law, AURA and its owner will not be liable for indirect, incidental, special, consequential, exemplary, or punitive damages, or for lost profits, data loss, wardrobe decisions, purchases, or reliance on AI-generated suggestions.
+
+## Changes
+
+We may update these Terms from time to time. Continued use of AURA after changes means you accept the updated Terms.
+
+## Contact
+
+Contact: [insert support email]
+
+Terms URL: [insert URL]
diff --git a/TESTFLIGHT_ENV_FIX.md b/TESTFLIGHT_ENV_FIX.md
index 59be035..db293fe 100644
--- a/TESTFLIGHT_ENV_FIX.md
+++ b/TESTFLIGHT_ENV_FIX.md
@@ -58,7 +58,23 @@ Confirm the production environment before rebuilding:
 eas env:list --environment production
 ```
 
-`EXPO_PUBLIC_*` values are bundled at build time by Expo. After adding or changing these EAS env vars, create a new build; installing the old Build 1 binary will not pick them up.
+Confirm those EAS values are readable by a process using the production EAS environment:
+
+```sh
+eas env:exec --environment production 'npm run check:eas-env'
+```
+
+With `eas-cli/18.11.0`, `env:exec` uses the environment as a positional argument:
+
+```sh
+eas env:exec production 'npm run check:eas-env'
+```
+
+`eas env:list` proves the variables exist in EAS. Because these values are plaintext/public, that command may print the actual values; do not paste its raw output into tickets, logs, or commits. `eas env:exec` with `npm run check:eas-env` proves they are readable by a process launched with that EAS environment and prints only redacted diagnostics. The actual TestFlight binary still requires a rebuild because `EXPO_PUBLIC_*` values are bundled into the JavaScript app at build time.
+
+Expo only inlines `EXPO_PUBLIC_*` variables when the app code references them with static dot notation, such as `process.env.EXPO_PUBLIC_FIREBASE_API_KEY`. Dynamic bracket access such as `process.env[name]` is not inlined into the production bundle.
+
+After adding or changing these EAS env vars, create a new build; installing an old binary will not pick them up.
 
 ```sh
 eas build --profile preview --platform ios
@@ -69,3 +85,4 @@ eas build --profile preview --platform ios
 - Do not commit `.env`, `.env.local`, `credentials.json`, `.p12`, or provisioning profile files.
 - Firebase client API keys are not service-account secrets, but they should still be restricted in Google Cloud to the intended Firebase APIs and app identifiers.
 - The app now validates required Firebase config before initialization and renders a production-safe configuration error instead of hard-crashing when the bundle is missing required values.
+- Build 3 includes temporary redacted diagnostics on the configuration error screen. Remove them after confirming the production build receives the bundled Firebase values.
diff --git a/TESTFLIGHT_SUBMISSION_CHECKLIST.md b/TESTFLIGHT_SUBMISSION_CHECKLIST.md
new file mode 100644
index 0000000..9bcb8f8
--- /dev/null
+++ b/TESTFLIGHT_SUBMISSION_CHECKLIST.md
@@ -0,0 +1,53 @@
+# AURA TestFlight Submission Checklist
+
+Audit date: 2026-05-11
+
+## Repo/Config Status
+
+| Item | Status | Evidence | Required action |
+|---|---|---|---|
+| App name | PASS | `app.json` name `AURA`; native display name `AURA` | Confirm App Store listing name remains `AURA: AI Personal Stylist` |
+| Bundle ID | PARTIAL | Expo/iOS project use `com.kasat.aura` | Regenerate Firebase iOS config for this bundle |
+| Android package | PARTIAL | Expo/Android Gradle use `com.kasat.aura` | Regenerate Firebase Android config for this package |
+| Version/build number | FIXED | `version` 1.0.0, iOS `buildNumber` 1, Android `versionCode` 1 | Increment for every TestFlight upload |
+| Icons | PASS WITH MANUAL QA | App icons referenced in `assets/` | Verify actual icon appearance in TestFlight |
+| Splash screen | PASS WITH MANUAL QA | `expo-splash-screen` configured black background and splash icon | Verify first launch on device |
+| Camera permission text | PASS | Specific AURA text in `app.json`/Info.plist | Test prompt on device |
+| Photo library permission text | PASS | Specific AURA text in `app.json`/Info.plist | Test limited photo access |
+| Microphone/speech text | PASS | AURA voice dictation text present | Confirm voice feature is intended for launch |
+| Location text | FIXED | More specific foreground/location strings added | Verify no unwanted Always prompt appears |
+| Calendar/reminders text | FIXED | Calendar/reminders strings made less vague | Confirm reminders permission is actually required |
+| Support URL | MISSING | No repo/App Store metadata found | Add in App Store Connect |
+| Privacy Policy URL | MISSING | Draft file created, no hosted URL | Host reviewed policy before external testing |
+| Terms URL | MISSING | Draft file created, no hosted URL | Host reviewed terms before external testing |
+| App category | MISSING | Not represented in repo | Set in App Store Connect |
+| Minimum iOS version | PASS | Expo build properties deployment target 17.0 | Confirm iOS 17 minimum is acceptable |
+| EAS build profiles | FIXED | `eas.json` added with development/preview/production | Run `eas build --profile preview --platform ios` |
+| Firebase iOS config bundle match | FAIL | `GoogleService-Info.plist` says `com.athfan.AURA` | Download new `GoogleService-Info.plist` for `com.kasat.aura` |
+| Firebase Android config package match | FAIL | `google-services.json` says `com.athfan.aura` | Download new `google-services.json` for `com.kasat.aura` |
+| Firebase config included in EAS build | FAIL/RISK | Firebase config files are ignored/untracked by git | After replacing with correct configs, either commit them intentionally or configure EAS secret file handling so cloud builds receive them |
+| Google Sign-In OAuth | FAIL/RISK | Reversed client IDs are tied to old Firebase config | Regenerate OAuth clients and `.env.local` values |
+| No development-only endpoints | PARTIAL | No localhost client endpoints found; `parseOutfitIntent` HTTP endpoint exists | Decide whether `parseOutfitIntent` is still needed |
+| No test keys | PASS FROM TRACKED CODE | No service account/private key tracked | Firebase API keys exist in ignored local files; restrict in Google Cloud |
+| No hardcoded local URLs | PASS | `localhost` only blocked in server safe fetch or native dev config | None |
+| No debug screens exposed | PASS/RISK | Debug logs mostly gated; AURA training route exists as product feature | Manually inspect route access |
+| No sensitive console logs | PARTIAL/FIXED | Backend wardrobe context logs reduced; client debug logs gated by `__DEV__`/env | Review Functions logs after QA |
+| App Check | FAIL/RISK | No App Check SDK or `enforceAppCheck` found | Configure before external TestFlight if possible |
+| Privacy manifest | RISK | `ios/AURA/PrivacyInfo.xcprivacy` collected data array is empty | Legal/owner review required |
+
+## Required Before Internal TestFlight
+
+1. Register Firebase iOS app for `com.kasat.aura` and replace both root and native `GoogleService-Info.plist`.
+2. Register Firebase Android app for `com.kasat.aura` and replace both root and native `google-services.json` if Android is kept.
+3. Make sure the corrected Firebase config files are available to EAS cloud builds.
+4. Verify Google Sign-In iOS/web client IDs in `.env.local`.
+5. Run `eas build --profile preview --platform ios`.
+6. Smoke test on a physical iPhone.
+
+## Required Before External TestFlight
+
+1. Host reviewed Privacy Policy and Terms.
+2. Complete App Store Connect privacy answers.
+3. Configure App Check or document why it is deferred for small internal-only launch.
+4. Confirm deletion behavior from Firebase Console.
+5. Set support URL, category, age rating, test instructions, and export compliance.
diff --git a/TESTFLIGHT_UX_QA_CHECKLIST.md b/TESTFLIGHT_UX_QA_CHECKLIST.md
new file mode 100644
index 0000000..13119f6
--- /dev/null
+++ b/TESTFLIGHT_UX_QA_CHECKLIST.md
@@ -0,0 +1,68 @@
+# AURA TestFlight UX QA Checklist
+
+Audit date: 2026-05-11
+
+This checklist separates what was verified from code from what must be tested on a real iPhone TestFlight build.
+
+## Code-Verified Coverage
+
+- Onboarding/auth routes exist: `app/(auth)/*`, `app/(onboarding)/index.tsx`.
+- Add item wizard exists for create/edit/duplicate: `app/(tabs)/add.tsx`, `src/addItem/AddItemWizard.tsx`.
+- Manual details are edited in the add/edit wizard, not inline on item detail. Item detail routes "Edit" to `/(tabs)/add`.
+- Photo add, native iOS background removal, refinement, and upload flows exist in `src/addItem/hooks/usePhotoStep.ts` and `modules/expo-vision-bg`.
+- Product link import exists in Closet with preview/edit/add states.
+- Closet grid, processing/failed states, and empty states exist in `app/(tabs)/closet.tsx`.
+- AURA chat clears composer before sending, reserves one streaming message ID, replaces that message on final, and writes failures as system messages.
+- Daily outfit planning and Wear Today exist in Home, Calendar, Today, and `src/lib/wearOutfit.ts`.
+- Account deletion exists and calls backend `deleteAccountData`.
+
+## Real iPhone QA Script
+
+Use a fresh TestFlight install, not Expo Go. Run on at least one current iPhone and one older supported iPhone if available.
+
+| Pass | Severity if failed | Flow | Steps | Expected result |
+|---|---|---|---|---|
+| [ ] | Blocker | Install/open | Install TestFlight build, launch cold | Splash shows AURA, app does not crash, initial auth/onboarding state is correct |
+| [ ] | Blocker | Sign up | Create email/password account with first name | Account is created, onboarding starts, no Firebase permission error |
+| [ ] | High | Sign in/out | Sign out, sign back in with same account | Closet/profile/chats reload correctly |
+| [ ] | High | Apple Sign In | Sign in with Apple on iPhone | Native sheet works and Firebase account links/creates |
+| [ ] | High | Google Sign-In | Sign in with Google | Must work only after Firebase/OAuth configs are regenerated for `com.kasat.aura` |
+| [ ] | High | Onboarding | Complete all onboarding screens | User lands in main app and preferences persist |
+| [ ] | Blocker | Add item manually | Closet > add item > enter photo, brand, name, category, color, save | Item appears in closet and item detail |
+| [ ] | High | Add from photo | Take a garment photo, allow camera, save | Upload completes, AI autofill runs or fails gracefully, no stuck spinner |
+| [ ] | High | Photo library | Add from photo library, allow limited photo access | Picker works with limited access, photo uploads |
+| [ ] | High | Background removal | Use iOS cutout/refine controls | Cutout renders, refine applies, original fallback is available on failure |
+| [ ] | High | Failed upload | Enable poor network/airplane mode during photo upload | User sees retryable failure, draft is not silently lost |
+| [ ] | High | Product link import | Paste Nike/Zara/H&M/Amazon product URL, Search, edit preview, Add to Wardrobe | Preview appears or recovery UI appears; saved item opens for review |
+| [ ] | Medium | Product link failure | Paste invalid/local/private URL | App rejects it safely and suggests retry/screenshot/manual add |
+| [ ] | Blocker | Closet grid | Add 0, 1, 5, 30 items | Empty state, few-item state, and scrolling grid are usable |
+| [ ] | High | Item detail | Open item, edit, delete, mark worn, laundry actions | Edit opens edit wizard; delete removes doc/images; status changes persist |
+| [ ] | High | AURA basic chat | Send "style me today" | Composer clears immediately, streaming appears once, final response replaces stream |
+| [ ] | High | AURA multiline | Type a long multiline prompt | Input grows up to max height and send button stays reachable |
+| [ ] | High | AURA failed stream | Turn network off mid-stream | No duplicate assistant messages; error appears; retry works |
+| [ ] | High | AURA outfit cards | Ask for "3 outfits for dinner" | Structured cards render, buttons are tappable, composer does not cover cards/tab bar |
+| [ ] | High | AURA image attach | Attach item/outfit photo and ask AURA to analyze/add | Attachment uploads, backend validates owned Storage path, result appears |
+| [ ] | Medium | Voice dictation | Tap mic, speak, stop, send | Speech text appears or friendly unavailable/permission message appears |
+| [ ] | High | Plan Today | From AURA card or Calendar, plan outfit for today | Firestore `users/{uid}/outfits/{dateKey}` updates and Home/Today reflect it |
+| [ ] | High | Wear Today | Tap Wear Today from Home/Calendar/item | Wear counts update once; repeated tap says already marked worn |
+| [ ] | Medium | Calendar date picker | Open Calendar, pick another date, copy/clear/swap plan | Date selection and swap sheet work without layout overlap |
+| [ ] | High | Offline app start | Launch with no network after prior session | App does not crash; cached/local states are graceful |
+| [ ] | High | Empty AURA | New account with zero closet items asks for outfit | AURA explains limits without crashing; no fake owned items |
+| [ ] | High | Few closet items | Account with 1 top only asks for full outfit | AURA handles missing categories and shows suggestions or clear limitation |
+| [ ] | Blocker | Account deletion | Delete account from Profile > Account | User is signed out; Auth user, Firestore `users/{uid}`, Storage `users/{uid}/` files are gone |
+| [ ] | High | Reinstall after deletion | Delete app, reinstall, try old account | Old account cannot access deleted data |
+
+## Manual Firebase Console Checks
+
+- Confirm the TestFlight bundle uses Firebase iOS app registered for `com.kasat.aura`.
+- Confirm Firestore has no remaining `users/{uid}` tree after account deletion.
+- Confirm Storage has no `users/{uid}/` objects after account deletion.
+- Confirm Functions logs do not include raw prompts, emails, full image URLs, or full product URLs during the QA run.
+- Confirm rate limits trigger with repeated AURA chat/product link/image ingestion attempts.
+
+## Known UX Risks To Watch
+
+- Product link import depends heavily on retailer page markup and network behavior.
+- AURA chat has multiple fallback routes; verify no duplicate final messages under retry/poor network.
+- Calendar and weather permissions must be tested on real iOS because simulator permission behavior is not enough.
+- Native background removal must be tested on physical iPhone, not just TypeScript/build.
diff --git a/package.json b/package.json
index ade55cc..77e9cd9 100644
--- a/package.json
+++ b/package.json
@@ -8,7 +8,8 @@
     "android": "expo run:android",
     "ios": "expo run:ios",
     "web": "expo start --web",
-    "lint": "expo lint"
+    "lint": "expo lint",
+    "check:eas-env": "node scripts/check-eas-public-env.cjs"
   },
   "dependencies": {
     "@d11/react-native-fast-image": "^8.13.0",
diff --git a/scripts/check-eas-public-env.cjs b/scripts/check-eas-public-env.cjs
new file mode 100644
index 0000000..03796ef
--- /dev/null
+++ b/scripts/check-eas-public-env.cjs
@@ -0,0 +1,132 @@
+#!/usr/bin/env node
+
+const REQUIRED_FIREBASE_ENV_VARS = [
+  "EXPO_PUBLIC_FIREBASE_API_KEY",
+  "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN",
+  "EXPO_PUBLIC_FIREBASE_PROJECT_ID",
+  "EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET",
+  "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID",
+  "EXPO_PUBLIC_FIREBASE_APP_ID",
+];
+
+const DIAGNOSTIC_PUBLIC_ENV_VARS = [
+  ...REQUIRED_FIREBASE_ENV_VARS,
+  "EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID",
+  "EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID",
+];
+
+function envValue(name) {
+  return String(process.env[name] ?? "").trim();
+}
+
+function isPlaceholder(value) {
+  const normalized = value.trim().toLowerCase();
+  return (
+    !normalized ||
+    normalized === "undefined" ||
+    normalized === "null" ||
+    normalized === "changeme" ||
+    normalized === "todo" ||
+    normalized.startsWith("your_") ||
+    normalized.startsWith("replace_")
+  );
+}
+
+function hasValidHostShape(value) {
+  return /^[a-z0-9.-]+$/i.test(value) && value.includes(".") && !value.includes("://");
+}
+
+function hasValidProjectIdShape(value) {
+  return /^[a-z0-9-]+$/i.test(value) && !value.startsWith("-") && !value.endsWith("-");
+}
+
+function isGoogleClientIdValid(value) {
+  if (isPlaceholder(value)) return false;
+  return /^[A-Za-z0-9_-]+\.apps\.googleusercontent\.com$/.test(value);
+}
+
+function checksFor(name, value) {
+  switch (name) {
+    case "EXPO_PUBLIC_FIREBASE_API_KEY":
+      return { startsWithAIza: value.startsWith("AIza") };
+    case "EXPO_PUBLIC_FIREBASE_APP_ID":
+      return {
+        containsIosAppId: value.includes(":ios:"),
+        containsWebAppId: value.includes(":web:"),
+      };
+    case "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN":
+    case "EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET":
+      return { hostShape: hasValidHostShape(value) };
+    case "EXPO_PUBLIC_FIREBASE_PROJECT_ID":
+      return { projectIdShape: hasValidProjectIdShape(value) };
+    case "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID":
+      return { numeric: /^\d{6,}$/.test(value) };
+    case "EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID":
+    case "EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID":
+      return { googleClientIdShape: isGoogleClientIdValid(value) };
+    default:
+      return {};
+  }
+}
+
+function isFirebaseEnvValid(name, value) {
+  if (isPlaceholder(value)) return false;
+
+  switch (name) {
+    case "EXPO_PUBLIC_FIREBASE_API_KEY":
+      return /^AIza[A-Za-z0-9_-]{20,}$/.test(value);
+    case "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN":
+      return hasValidHostShape(value);
+    case "EXPO_PUBLIC_FIREBASE_PROJECT_ID":
+      return hasValidProjectIdShape(value);
+    case "EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET":
+      return hasValidHostShape(value);
+    case "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID":
+      return /^\d{6,}$/.test(value);
+    case "EXPO_PUBLIC_FIREBASE_APP_ID":
+      return /^1:\d+:[a-z]+:[A-Za-z0-9_-]+$/i.test(value);
+    default:
+      return false;
+  }
+}
+
+function isDiagnosticValid(name, value) {
+  if (REQUIRED_FIREBASE_ENV_VARS.includes(name)) {
+    return isFirebaseEnvValid(name, value);
+  }
+  return isGoogleClientIdValid(value);
+}
+
+const diagnostics = DIAGNOSTIC_PUBLIC_ENV_VARS.map((name) => {
+  const value = envValue(name);
+  return {
+    name,
+    requiredForLaunch: REQUIRED_FIREBASE_ENV_VARS.includes(name),
+    present: value.length > 0,
+    length: value.length,
+    valid: isDiagnosticValid(name, value),
+    checks: checksFor(name, value),
+  };
+});
+
+console.log("[eas-env] Redacted EXPO_PUBLIC env diagnostics:");
+for (const diagnostic of diagnostics) {
+  console.log(
+    `[eas-env] ${diagnostic.name} requiredForLaunch=${diagnostic.requiredForLaunch} present=${diagnostic.present} length=${diagnostic.length} valid=${diagnostic.valid} checks=${JSON.stringify(diagnostic.checks)}`,
+  );
+}
+
+const invalidRequired = diagnostics.filter(
+  (diagnostic) => diagnostic.requiredForLaunch && !diagnostic.valid,
+);
+
+if (invalidRequired.length) {
+  console.error(
+    `[eas-env] Missing or invalid required Firebase env vars: ${invalidRequired
+      .map((diagnostic) => diagnostic.name)
+      .join(", ")}`,
+  );
+  process.exit(1);
+}
+
+console.log("[eas-env] Required Firebase env vars are present and valid.");

From 95117816ef8efa24358ff2ab30ce19f8690d9a48 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 22 May 2026 02:44:50 -0500
Subject: [PATCH 90/93] chore(ios): add TestFlight native project config

---
 app.json                                      |    2 +-
 eas.json                                      |    1 +
 ios/.gitignore                                |   30 +
 ios/.xcode.env                                |   11 +
 ios/AURA.xcodeproj/project.pbxproj            |  569 ++++
 .../xcshareddata/xcschemes/AURA.xcscheme      |   88 +
 ios/AURA.xcworkspace/contents.xcworkspacedata |   10 +
 ios/AURA/AURA-Bridging-Header.h               |    3 +
 ios/AURA/AURA.entitlements                    |   10 +
 ios/AURA/AppDelegate.swift                    |   70 +
 .../App-Icon-1024x1024@1x.png                 |  Bin 0 -> 811011 bytes
 .../AppIcon.appiconset/Contents.json          |   14 +
 ios/AURA/Images.xcassets/Contents.json        |    6 +
 .../Contents.json                             |   38 +
 .../SplashScreenLogo.imageset/Contents.json   |   23 +
 .../SplashScreenLogo.imageset/image.png       |  Bin 0 -> 14711 bytes
 .../SplashScreenLogo.imageset/image@2x.png    |  Bin 0 -> 32766 bytes
 .../SplashScreenLogo.imageset/image@3x.png    |  Bin 0 -> 52602 bytes
 ios/AURA/Info.plist                           |  220 +-
 ios/AURA/PrivacyInfo.xcprivacy                |   49 +
 ios/AURA/SplashScreen.storyboard              |   46 +
 ios/AURA/Supporting/Expo.plist                |   12 +
 ios/Podfile                                   |   63 +
 ios/Podfile.lock                              | 2836 +++++++++++++++++
 ios/Podfile.properties.json                   |    8 +
 25 files changed, 3998 insertions(+), 111 deletions(-)
 create mode 100644 ios/.gitignore
 create mode 100644 ios/.xcode.env
 create mode 100644 ios/AURA.xcodeproj/project.pbxproj
 create mode 100644 ios/AURA.xcodeproj/xcshareddata/xcschemes/AURA.xcscheme
 create mode 100644 ios/AURA.xcworkspace/contents.xcworkspacedata
 create mode 100644 ios/AURA/AURA-Bridging-Header.h
 create mode 100644 ios/AURA/AURA.entitlements
 create mode 100644 ios/AURA/AppDelegate.swift
 create mode 100644 ios/AURA/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png
 create mode 100644 ios/AURA/Images.xcassets/AppIcon.appiconset/Contents.json
 create mode 100644 ios/AURA/Images.xcassets/Contents.json
 create mode 100644 ios/AURA/Images.xcassets/SplashScreenBackground.colorset/Contents.json
 create mode 100644 ios/AURA/Images.xcassets/SplashScreenLogo.imageset/Contents.json
 create mode 100644 ios/AURA/Images.xcassets/SplashScreenLogo.imageset/image.png
 create mode 100644 ios/AURA/Images.xcassets/SplashScreenLogo.imageset/image@2x.png
 create mode 100644 ios/AURA/Images.xcassets/SplashScreenLogo.imageset/image@3x.png
 create mode 100644 ios/AURA/PrivacyInfo.xcprivacy
 create mode 100644 ios/AURA/SplashScreen.storyboard
 create mode 100644 ios/AURA/Supporting/Expo.plist
 create mode 100644 ios/Podfile
 create mode 100644 ios/Podfile.lock
 create mode 100644 ios/Podfile.properties.json

diff --git a/app.json b/app.json
index 6505369..37427dd 100644
--- a/app.json
+++ b/app.json
@@ -13,7 +13,7 @@
       "supportsTablet": true,
       "usesAppleSignIn": true,
       "bundleIdentifier": "com.kasat.aura",
-      "buildNumber": "2",
+      "buildNumber": "4",
       "googleServicesFile": "./GoogleService-Info.plist",
       "infoPlist": {
         "ITSAppUsesNonExemptEncryption": false,
diff --git a/eas.json b/eas.json
index 131c491..09e5a19 100644
--- a/eas.json
+++ b/eas.json
@@ -11,6 +11,7 @@
     "preview": {
       "credentialsSource": "local",
       "distribution": "store",
+      "environment": "production",
       "ios": {
         "resourceClass": "m-medium"
       }
diff --git a/ios/.gitignore b/ios/.gitignore
new file mode 100644
index 0000000..8beb344
--- /dev/null
+++ b/ios/.gitignore
@@ -0,0 +1,30 @@
+# OSX
+#
+.DS_Store
+
+# Xcode
+#
+build/
+*.pbxuser
+!default.pbxuser
+*.mode1v3
+!default.mode1v3
+*.mode2v3
+!default.mode2v3
+*.perspectivev3
+!default.perspectivev3
+xcuserdata
+*.xccheckout
+*.moved-aside
+DerivedData
+*.hmap
+*.ipa
+*.xcuserstate
+project.xcworkspace
+.xcode.env.local
+
+# Bundle artifacts
+*.jsbundle
+
+# CocoaPods
+/Pods/
diff --git a/ios/.xcode.env b/ios/.xcode.env
new file mode 100644
index 0000000..3d5782c
--- /dev/null
+++ b/ios/.xcode.env
@@ -0,0 +1,11 @@
+# This `.xcode.env` file is versioned and is used to source the environment
+# used when running script phases inside Xcode.
+# To customize your local environment, you can create an `.xcode.env.local`
+# file that is not versioned.
+
+# NODE_BINARY variable contains the PATH to the node executable.
+#
+# Customize the NODE_BINARY variable here.
+# For example, to use nvm with brew, add the following line
+# . "$(brew --prefix nvm)/nvm.sh" --no-use
+export NODE_BINARY=$(command -v node)
diff --git a/ios/AURA.xcodeproj/project.pbxproj b/ios/AURA.xcodeproj/project.pbxproj
new file mode 100644
index 0000000..373836f
--- /dev/null
+++ b/ios/AURA.xcodeproj/project.pbxproj
@@ -0,0 +1,569 @@
+// !$*UTF8*$!
+{
+	archiveVersion = 1;
+	classes = {
+	};
+	objectVersion = 54;
+	objects = {
+
+/* Begin PBXBuildFile section */
+		13B07FBF1A68108700A75B9A /* Images.xcassets in Resources */ = {isa = PBXBuildFile; fileRef = 13B07FB51A68108700A75B9A /* Images.xcassets */; };
+		3E461D99554A48A4959DE609 /* SplashScreen.storyboard in Resources */ = {isa = PBXBuildFile; fileRef = AA286B85B6C04FC6940260E9 /* SplashScreen.storyboard */; };
+		BB2F792D24A3F905000567C9 /* Expo.plist in Resources */ = {isa = PBXBuildFile; fileRef = BB2F792C24A3F905000567C9 /* Expo.plist */; };
+		E2837C3F7716CA324C3012D9 /* ExpoModulesProvider.swift in Sources */ = {isa = PBXBuildFile; fileRef = 45D806EA192B68E0D6E29483 /* ExpoModulesProvider.swift */; };
+		E67BDF208A7A0877BE2602D9 /* PrivacyInfo.xcprivacy in Resources */ = {isa = PBXBuildFile; fileRef = 157E1CC63F5EBF76C2D8BB36 /* PrivacyInfo.xcprivacy */; };
+		EE3044390C334294A0DAEB27 /* GoogleService-Info.plist in Resources */ = {isa = PBXBuildFile; fileRef = 40C8C9BC99B74D35B463BAE6 /* GoogleService-Info.plist */; };
+		F11748422D0307B40044C1D9 /* AppDelegate.swift in Sources */ = {isa = PBXBuildFile; fileRef = F11748412D0307B40044C1D9 /* AppDelegate.swift */; };
+		F9D6D64EC2D9C84669815394 /* libPods-AURA.a in Frameworks */ = {isa = PBXBuildFile; fileRef = F755059F79B064AD4709EF43 /* libPods-AURA.a */; };
+/* End PBXBuildFile section */
+
+/* Begin PBXFileReference section */
+		13B07F961A680F5B00A75B9A /* AURA.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = AURA.app; sourceTree = BUILT_PRODUCTS_DIR; };
+		13B07FB51A68108700A75B9A /* Images.xcassets */ = {isa = PBXFileReference; lastKnownFileType = folder.assetcatalog; name = Images.xcassets; path = AURA/Images.xcassets; sourceTree = "<group>"; };
+		13B07FB61A68108700A75B9A /* Info.plist */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.plist.xml; name = Info.plist; path = AURA/Info.plist; sourceTree = "<group>"; };
+		157E1CC63F5EBF76C2D8BB36 /* PrivacyInfo.xcprivacy */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xml; name = PrivacyInfo.xcprivacy; path = AURA/PrivacyInfo.xcprivacy; sourceTree = "<group>"; };
+		40C8C9BC99B74D35B463BAE6 /* GoogleService-Info.plist */ = {isa = PBXFileReference; explicitFileType = undefined; fileEncoding = 4; includeInIndex = 0; lastKnownFileType = text.plist.xml; name = "GoogleService-Info.plist"; path = "AURA/GoogleService-Info.plist"; sourceTree = "<group>"; };
+		45D806EA192B68E0D6E29483 /* ExpoModulesProvider.swift */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = sourcecode.swift; name = ExpoModulesProvider.swift; path = "Pods/Target Support Files/Pods-AURA/ExpoModulesProvider.swift"; sourceTree = "<group>"; };
+		60EA7F2D5EFA0B2CDE2884A9 /* Pods-AURA.release.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-AURA.release.xcconfig"; path = "Target Support Files/Pods-AURA/Pods-AURA.release.xcconfig"; sourceTree = "<group>"; };
+		AA286B85B6C04FC6940260E9 /* SplashScreen.storyboard */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = file.storyboard; name = SplashScreen.storyboard; path = AURA/SplashScreen.storyboard; sourceTree = "<group>"; };
+		BB2F792C24A3F905000567C9 /* Expo.plist */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.plist.xml; path = Expo.plist; sourceTree = "<group>"; };
+		CDD89387E9DF99ABECE49A0C /* Pods-AURA.debug.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-AURA.debug.xcconfig"; path = "Target Support Files/Pods-AURA/Pods-AURA.debug.xcconfig"; sourceTree = "<group>"; };
+		ED297162215061F000B7C4FE /* JavaScriptCore.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = JavaScriptCore.framework; path = System/Library/Frameworks/JavaScriptCore.framework; sourceTree = SDKROOT; };
+		F11748412D0307B40044C1D9 /* AppDelegate.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; name = AppDelegate.swift; path = AURA/AppDelegate.swift; sourceTree = "<group>"; };
+		F11748442D0722820044C1D9 /* AURA-Bridging-Header.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; name = "AURA-Bridging-Header.h"; path = "AURA/AURA-Bridging-Header.h"; sourceTree = "<group>"; };
+		F755059F79B064AD4709EF43 /* libPods-AURA.a */ = {isa = PBXFileReference; explicitFileType = archive.ar; includeInIndex = 0; path = "libPods-AURA.a"; sourceTree = BUILT_PRODUCTS_DIR; };
+/* End PBXFileReference section */
+
+/* Begin PBXFrameworksBuildPhase section */
+		13B07F8C1A680F5B00A75B9A /* Frameworks */ = {
+			isa = PBXFrameworksBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+				F9D6D64EC2D9C84669815394 /* libPods-AURA.a in Frameworks */,
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+		};
+/* End PBXFrameworksBuildPhase section */
+
+/* Begin PBXGroup section */
+		13B07FAE1A68108700A75B9A /* AURA */ = {
+			isa = PBXGroup;
+			children = (
+				F11748412D0307B40044C1D9 /* AppDelegate.swift */,
+				F11748442D0722820044C1D9 /* AURA-Bridging-Header.h */,
+				BB2F792B24A3F905000567C9 /* Supporting */,
+				13B07FB51A68108700A75B9A /* Images.xcassets */,
+				13B07FB61A68108700A75B9A /* Info.plist */,
+				AA286B85B6C04FC6940260E9 /* SplashScreen.storyboard */,
+				40C8C9BC99B74D35B463BAE6 /* GoogleService-Info.plist */,
+				157E1CC63F5EBF76C2D8BB36 /* PrivacyInfo.xcprivacy */,
+			);
+			name = AURA;
+			sourceTree = "<group>";
+		};
+		2D16E6871FA4F8E400B85C8A /* Frameworks */ = {
+			isa = PBXGroup;
+			children = (
+				ED297162215061F000B7C4FE /* JavaScriptCore.framework */,
+				F755059F79B064AD4709EF43 /* libPods-AURA.a */,
+			);
+			name = Frameworks;
+			sourceTree = "<group>";
+		};
+		328D4B283D27DAC06726FE86 /* AURA */ = {
+			isa = PBXGroup;
+			children = (
+				45D806EA192B68E0D6E29483 /* ExpoModulesProvider.swift */,
+			);
+			name = AURA;
+			sourceTree = "<group>";
+		};
+		7B115C99060EAF5F0CE83073 /* ExpoModulesProviders */ = {
+			isa = PBXGroup;
+			children = (
+				328D4B283D27DAC06726FE86 /* AURA */,
+			);
+			name = ExpoModulesProviders;
+			sourceTree = "<group>";
+		};
+		82E5F7C901299D9C59A4F1E1 /* Pods */ = {
+			isa = PBXGroup;
+			children = (
+				CDD89387E9DF99ABECE49A0C /* Pods-AURA.debug.xcconfig */,
+				60EA7F2D5EFA0B2CDE2884A9 /* Pods-AURA.release.xcconfig */,
+			);
+			path = Pods;
+			sourceTree = "<group>";
+		};
+		832341AE1AAA6A7D00B99B32 /* Libraries */ = {
+			isa = PBXGroup;
+			children = (
+			);
+			name = Libraries;
+			sourceTree = "<group>";
+		};
+		83CBB9F61A601CBA00E9B192 = {
+			isa = PBXGroup;
+			children = (
+				13B07FAE1A68108700A75B9A /* AURA */,
+				832341AE1AAA6A7D00B99B32 /* Libraries */,
+				83CBBA001A601CBA00E9B192 /* Products */,
+				2D16E6871FA4F8E400B85C8A /* Frameworks */,
+				82E5F7C901299D9C59A4F1E1 /* Pods */,
+				7B115C99060EAF5F0CE83073 /* ExpoModulesProviders */,
+			);
+			indentWidth = 2;
+			sourceTree = "<group>";
+			tabWidth = 2;
+			usesTabs = 0;
+		};
+		83CBBA001A601CBA00E9B192 /* Products */ = {
+			isa = PBXGroup;
+			children = (
+				13B07F961A680F5B00A75B9A /* AURA.app */,
+			);
+			name = Products;
+			sourceTree = "<group>";
+		};
+		BB2F792B24A3F905000567C9 /* Supporting */ = {
+			isa = PBXGroup;
+			children = (
+				BB2F792C24A3F905000567C9 /* Expo.plist */,
+			);
+			name = Supporting;
+			path = AURA/Supporting;
+			sourceTree = "<group>";
+		};
+/* End PBXGroup section */
+
+/* Begin PBXNativeTarget section */
+		13B07F861A680F5B00A75B9A /* AURA */ = {
+			isa = PBXNativeTarget;
+			buildConfigurationList = 13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "AURA" */;
+			buildPhases = (
+				08A4A3CD28434E44B6B9DE2E /* [CP] Check Pods Manifest.lock */,
+				7A8704FA497680EDBAB8EC33 /* [Expo] Configure project */,
+				13B07F871A680F5B00A75B9A /* Sources */,
+				13B07F8C1A680F5B00A75B9A /* Frameworks */,
+				13B07F8E1A680F5B00A75B9A /* Resources */,
+				00DD1BFF1BD5951E006B06BC /* Bundle React Native code and images */,
+				800E24972A6A228C8D4807E9 /* [CP] Copy Pods Resources */,
+				153B243B5A7959CDA5355C30 /* [CP] Embed Pods Frameworks */,
+			);
+			buildRules = (
+			);
+			dependencies = (
+			);
+			name = AURA;
+			productName = AURA;
+			productReference = 13B07F961A680F5B00A75B9A /* AURA.app */;
+			productType = "com.apple.product-type.application";
+		};
+/* End PBXNativeTarget section */
+
+/* Begin PBXProject section */
+		83CBB9F71A601CBA00E9B192 /* Project object */ = {
+			isa = PBXProject;
+			attributes = {
+				LastUpgradeCheck = 1130;
+				TargetAttributes = {
+					13B07F861A680F5B00A75B9A = {
+						LastSwiftMigration = 1250;
+					};
+				};
+			};
+			buildConfigurationList = 83CBB9FA1A601CBA00E9B192 /* Build configuration list for PBXProject "AURA" */;
+			compatibilityVersion = "Xcode 3.2";
+			developmentRegion = en;
+			hasScannedForEncodings = 0;
+			knownRegions = (
+				en,
+				Base,
+			);
+			mainGroup = 83CBB9F61A601CBA00E9B192;
+			productRefGroup = 83CBBA001A601CBA00E9B192 /* Products */;
+			projectDirPath = "";
+			projectRoot = "";
+			targets = (
+				13B07F861A680F5B00A75B9A /* AURA */,
+			);
+		};
+/* End PBXProject section */
+
+/* Begin PBXResourcesBuildPhase section */
+		13B07F8E1A680F5B00A75B9A /* Resources */ = {
+			isa = PBXResourcesBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+				BB2F792D24A3F905000567C9 /* Expo.plist in Resources */,
+				13B07FBF1A68108700A75B9A /* Images.xcassets in Resources */,
+				3E461D99554A48A4959DE609 /* SplashScreen.storyboard in Resources */,
+				EE3044390C334294A0DAEB27 /* GoogleService-Info.plist in Resources */,
+				E67BDF208A7A0877BE2602D9 /* PrivacyInfo.xcprivacy in Resources */,
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+		};
+/* End PBXResourcesBuildPhase section */
+
+/* Begin PBXShellScriptBuildPhase section */
+		00DD1BFF1BD5951E006B06BC /* Bundle React Native code and images */ = {
+			isa = PBXShellScriptBuildPhase;
+			alwaysOutOfDate = 1;
+			buildActionMask = 2147483647;
+			files = (
+			);
+			inputPaths = (
+				"$(SRCROOT)/.xcode.env",
+				"$(SRCROOT)/.xcode.env.local",
+			);
+			name = "Bundle React Native code and images";
+			outputPaths = (
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+			shellPath = /bin/sh;
+			shellScript = "if [[ -f \"$PODS_ROOT/../.xcode.env\" ]]; then\n  source \"$PODS_ROOT/../.xcode.env\"\nfi\nif [[ -f \"$PODS_ROOT/../.xcode.env.local\" ]]; then\n  source \"$PODS_ROOT/../.xcode.env.local\"\nfi\n\n# The project root by default is one level up from the ios directory\nexport PROJECT_ROOT=\"$PROJECT_DIR\"/..\n\nif [[ \"$CONFIGURATION\" = *Debug* ]]; then\n  export SKIP_BUNDLING=1\nfi\nif [[ -z \"$ENTRY_FILE\" ]]; then\n  # Set the entry JS file using the bundler's entry resolution.\n  export ENTRY_FILE=\"$(\"$NODE_BINARY\" -e \"require('expo/scripts/resolveAppEntry')\" \"$PROJECT_ROOT\" ios absolute | tail -n 1)\"\nfi\n\nif [[ -z \"$CLI_PATH\" ]]; then\n  # Use Expo CLI\n  export CLI_PATH=\"$(\"$NODE_BINARY\" --print \"require.resolve('@expo/cli', { paths: [require.resolve('expo/package.json')] })\")\"\nfi\nif [[ -z \"$BUNDLE_COMMAND\" ]]; then\n  # Default Expo CLI command for bundling\n  export BUNDLE_COMMAND=\"export:embed\"\nfi\n\n# Source .xcode.env.updates if it exists to allow\n# SKIP_BUNDLING to be unset if needed\nif [[ -f \"$PODS_ROOT/../.xcode.env.updates\" ]]; then\n  source \"$PODS_ROOT/../.xcode.env.updates\"\nfi\n# Source local changes to allow overrides\n# if needed\nif [[ -f \"$PODS_ROOT/../.xcode.env.local\" ]]; then\n  source \"$PODS_ROOT/../.xcode.env.local\"\nfi\n\n`\"$NODE_BINARY\" --print \"require('path').dirname(require.resolve('react-native/package.json')) + '/scripts/react-native-xcode.sh'\"`\n\n";
+		};
+		08A4A3CD28434E44B6B9DE2E /* [CP] Check Pods Manifest.lock */ = {
+			isa = PBXShellScriptBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+			);
+			inputFileListPaths = (
+			);
+			inputPaths = (
+				"${PODS_PODFILE_DIR_PATH}/Podfile.lock",
+				"${PODS_ROOT}/Manifest.lock",
+			);
+			name = "[CP] Check Pods Manifest.lock";
+			outputFileListPaths = (
+			);
+			outputPaths = (
+				"$(DERIVED_FILE_DIR)/Pods-AURA-checkManifestLockResult.txt",
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+			shellPath = /bin/sh;
+			shellScript = "diff \"${PODS_PODFILE_DIR_PATH}/Podfile.lock\" \"${PODS_ROOT}/Manifest.lock\" > /dev/null\nif [ $? != 0 ] ; then\n    # print error to STDERR\n    echo \"error: The sandbox is not in sync with the Podfile.lock. Run 'pod install' or update your CocoaPods installation.\" >&2\n    exit 1\nfi\n# This output is used by Xcode 'outputs' to avoid re-running this script phase.\necho \"SUCCESS\" > \"${SCRIPT_OUTPUT_FILE_0}\"\n";
+			showEnvVarsInLog = 0;
+		};
+		153B243B5A7959CDA5355C30 /* [CP] Embed Pods Frameworks */ = {
+			isa = PBXShellScriptBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+			);
+			inputPaths = (
+				"${PODS_ROOT}/Target Support Files/Pods-AURA/Pods-AURA-frameworks.sh",
+				"${PODS_XCFRAMEWORKS_BUILD_DIR}/React-Core-prebuilt/React.framework/React",
+				"${PODS_XCFRAMEWORKS_BUILD_DIR}/ReactNativeDependencies/ReactNativeDependencies.framework/ReactNativeDependencies",
+				"${PODS_XCFRAMEWORKS_BUILD_DIR}/hermes-engine/Pre-built/hermes.framework/hermes",
+			);
+			name = "[CP] Embed Pods Frameworks";
+			outputPaths = (
+				"${TARGET_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}/React.framework",
+				"${TARGET_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}/ReactNativeDependencies.framework",
+				"${TARGET_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}/hermes.framework",
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+			shellPath = /bin/sh;
+			shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-AURA/Pods-AURA-frameworks.sh\"\n";
+			showEnvVarsInLog = 0;
+		};
+		7A8704FA497680EDBAB8EC33 /* [Expo] Configure project */ = {
+			isa = PBXShellScriptBuildPhase;
+			alwaysOutOfDate = 1;
+			buildActionMask = 2147483647;
+			files = (
+			);
+			inputFileListPaths = (
+			);
+			inputPaths = (
+				"$(SRCROOT)/.xcode.env",
+				"$(SRCROOT)/.xcode.env.local",
+				"$(SRCROOT)/AURA/AURA.entitlements",
+				"$(SRCROOT)/Pods/Target Support Files/Pods-AURA/expo-configure-project.sh",
+			);
+			name = "[Expo] Configure project";
+			outputFileListPaths = (
+			);
+			outputPaths = (
+				"$(SRCROOT)/Pods/Target Support Files/Pods-AURA/ExpoModulesProvider.swift",
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+			shellPath = /bin/sh;
+			shellScript = "# This script configures Expo modules and generates the modules provider file.\nbash -l -c \"./Pods/Target\\ Support\\ Files/Pods-AURA/expo-configure-project.sh\"\n";
+		};
+		800E24972A6A228C8D4807E9 /* [CP] Copy Pods Resources */ = {
+			isa = PBXShellScriptBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+			);
+			inputPaths = (
+				"${PODS_ROOT}/Target Support Files/Pods-AURA/Pods-AURA-resources.sh",
+				"${PODS_CONFIGURATION_BUILD_DIR}/AppAuth/AppAuthCore_Privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/EXConstants/EXConstants.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/EXConstants/ExpoConstants_privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/ExpoFileSystem/ExpoFileSystem_privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/ExpoMediaLibrary/ExpoMediaLibrary_privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/ExpoSystemUI/ExpoSystemUI_privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/GTMAppAuth/GTMAppAuth_Privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/GTMSessionFetcher/GTMSessionFetcher_Core_Privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/GoogleSignIn/GoogleSignIn.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/GoogleUtilities/GoogleUtilities_Privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/PromisesObjC/FBLPromises_Privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/RNCAsyncStorage/RNCAsyncStorage_resources.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/React-Core/React-Core_privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/React-cxxreact/React-cxxreact_privacy.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/SDWebImage/SDWebImage.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/lottie-ios/LottiePrivacyInfo.bundle",
+				"${PODS_CONFIGURATION_BUILD_DIR}/lottie-react-native/Lottie_React_Native_Privacy.bundle",
+			);
+			name = "[CP] Copy Pods Resources";
+			outputPaths = (
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/AppAuthCore_Privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/EXConstants.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoConstants_privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoFileSystem_privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoMediaLibrary_privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoSystemUI_privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/GTMAppAuth_Privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/GTMSessionFetcher_Core_Privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/GoogleSignIn.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/GoogleUtilities_Privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/FBLPromises_Privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RNCAsyncStorage_resources.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-Core_privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-cxxreact_privacy.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/SDWebImage.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/LottiePrivacyInfo.bundle",
+				"${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/Lottie_React_Native_Privacy.bundle",
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+			shellPath = /bin/sh;
+			shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-AURA/Pods-AURA-resources.sh\"\n";
+			showEnvVarsInLog = 0;
+		};
+/* End PBXShellScriptBuildPhase section */
+
+/* Begin PBXSourcesBuildPhase section */
+		13B07F871A680F5B00A75B9A /* Sources */ = {
+			isa = PBXSourcesBuildPhase;
+			buildActionMask = 2147483647;
+			files = (
+				F11748422D0307B40044C1D9 /* AppDelegate.swift in Sources */,
+				E2837C3F7716CA324C3012D9 /* ExpoModulesProvider.swift in Sources */,
+			);
+			runOnlyForDeploymentPostprocessing = 0;
+		};
+/* End PBXSourcesBuildPhase section */
+
+/* Begin XCBuildConfiguration section */
+		13B07F941A680F5B00A75B9A /* Debug */ = {
+			isa = XCBuildConfiguration;
+			baseConfigurationReference = CDD89387E9DF99ABECE49A0C /* Pods-AURA.debug.xcconfig */;
+			buildSettings = {
+				ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
+				CLANG_ENABLE_MODULES = YES;
+				CODE_SIGN_ENTITLEMENTS = AURA/AURA.entitlements;
+				CURRENT_PROJECT_VERSION = 1;
+				DEVELOPMENT_TEAM = K26C7529CY;
+				ENABLE_BITCODE = NO;
+				GCC_PREPROCESSOR_DEFINITIONS = (
+					"$(inherited)",
+					"FB_SONARKIT_ENABLED=1",
+				);
+				INFOPLIST_FILE = AURA/Info.plist;
+				IPHONEOS_DEPLOYMENT_TARGET = 17.0;
+				LD_RUNPATH_SEARCH_PATHS = (
+					"$(inherited)",
+					"@executable_path/Frameworks",
+				);
+				MARKETING_VERSION = 1.0;
+				OTHER_LDFLAGS = (
+					"$(inherited)",
+					"-ObjC",
+					"-lc++",
+				);
+				OTHER_SWIFT_FLAGS = "$(inherited) -D EXPO_CONFIGURATION_DEBUG";
+				PRODUCT_BUNDLE_IDENTIFIER = com.kasat.aura;
+				PRODUCT_NAME = AURA;
+				SWIFT_OBJC_BRIDGING_HEADER = "AURA/AURA-Bridging-Header.h";
+				SWIFT_OPTIMIZATION_LEVEL = "-Onone";
+				SWIFT_VERSION = 5.0;
+				TARGETED_DEVICE_FAMILY = "1,2";
+				VERSIONING_SYSTEM = "apple-generic";
+			};
+			name = Debug;
+		};
+		13B07F951A680F5B00A75B9A /* Release */ = {
+			isa = XCBuildConfiguration;
+			baseConfigurationReference = 60EA7F2D5EFA0B2CDE2884A9 /* Pods-AURA.release.xcconfig */;
+			buildSettings = {
+				ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon;
+				CLANG_ENABLE_MODULES = YES;
+				CODE_SIGN_ENTITLEMENTS = AURA/AURA.entitlements;
+				CURRENT_PROJECT_VERSION = 1;
+				DEVELOPMENT_TEAM = K26C7529CY;
+				INFOPLIST_FILE = AURA/Info.plist;
+				IPHONEOS_DEPLOYMENT_TARGET = 17.0;
+				LD_RUNPATH_SEARCH_PATHS = (
+					"$(inherited)",
+					"@executable_path/Frameworks",
+				);
+				MARKETING_VERSION = 1.0;
+				OTHER_LDFLAGS = (
+					"$(inherited)",
+					"-ObjC",
+					"-lc++",
+				);
+				OTHER_SWIFT_FLAGS = "$(inherited) -D EXPO_CONFIGURATION_RELEASE";
+				PRODUCT_BUNDLE_IDENTIFIER = com.kasat.aura;
+				PRODUCT_NAME = AURA;
+				SWIFT_OBJC_BRIDGING_HEADER = "AURA/AURA-Bridging-Header.h";
+				SWIFT_VERSION = 5.0;
+				TARGETED_DEVICE_FAMILY = "1,2";
+				VERSIONING_SYSTEM = "apple-generic";
+			};
+			name = Release;
+		};
+		83CBBA201A601CBA00E9B192 /* Debug */ = {
+			isa = XCBuildConfiguration;
+			buildSettings = {
+				ALWAYS_SEARCH_USER_PATHS = NO;
+				CLANG_ANALYZER_LOCALIZABILITY_NONLOCALIZED = YES;
+				CLANG_CXX_LANGUAGE_STANDARD = "c++20";
+				CLANG_CXX_LIBRARY = "libc++";
+				CLANG_ENABLE_MODULES = YES;
+				CLANG_ENABLE_OBJC_ARC = YES;
+				CLANG_WARN_BLOCK_CAPTURE_AUTORELEASING = YES;
+				CLANG_WARN_BOOL_CONVERSION = YES;
+				CLANG_WARN_COMMA = YES;
+				CLANG_WARN_CONSTANT_CONVERSION = YES;
+				CLANG_WARN_DEPRECATED_OBJC_IMPLEMENTATIONS = YES;
+				CLANG_WARN_DIRECT_OBJC_ISA_USAGE = YES_ERROR;
+				CLANG_WARN_EMPTY_BODY = YES;
+				CLANG_WARN_ENUM_CONVERSION = YES;
+				CLANG_WARN_INFINITE_RECURSION = YES;
+				CLANG_WARN_INT_CONVERSION = YES;
+				CLANG_WARN_NON_LITERAL_NULL_CONVERSION = YES;
+				CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES;
+				CLANG_WARN_OBJC_LITERAL_CONVERSION = YES;
+				CLANG_WARN_OBJC_ROOT_CLASS = YES_ERROR;
+				CLANG_WARN_RANGE_LOOP_ANALYSIS = YES;
+				CLANG_WARN_STRICT_PROTOTYPES = YES;
+				CLANG_WARN_SUSPICIOUS_MOVE = YES;
+				CLANG_WARN_UNREACHABLE_CODE = YES;
+				CLANG_WARN__DUPLICATE_METHOD_MATCH = YES;
+				"CODE_SIGN_IDENTITY[sdk=iphoneos*]" = "iPhone Developer";
+				COPY_PHASE_STRIP = NO;
+				ENABLE_STRICT_OBJC_MSGSEND = YES;
+				ENABLE_TESTABILITY = YES;
+				GCC_C_LANGUAGE_STANDARD = gnu99;
+				GCC_DYNAMIC_NO_PIC = NO;
+				GCC_NO_COMMON_BLOCKS = YES;
+				GCC_OPTIMIZATION_LEVEL = 0;
+				GCC_PREPROCESSOR_DEFINITIONS = (
+					"DEBUG=1",
+					"$(inherited)",
+				);
+				GCC_SYMBOLS_PRIVATE_EXTERN = NO;
+				GCC_WARN_64_TO_32_BIT_CONVERSION = YES;
+				GCC_WARN_ABOUT_RETURN_TYPE = YES_ERROR;
+				GCC_WARN_UNDECLARED_SELECTOR = YES;
+				GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
+				GCC_WARN_UNUSED_FUNCTION = YES;
+				GCC_WARN_UNUSED_VARIABLE = YES;
+				IPHONEOS_DEPLOYMENT_TARGET = 15.1;
+				LD_RUNPATH_SEARCH_PATHS = (
+					/usr/lib/swift,
+					"$(inherited)",
+				);
+				LIBRARY_SEARCH_PATHS = "$(SDKROOT)/usr/lib/swift\"$(inherited)\"";
+				MTL_ENABLE_DEBUG_INFO = YES;
+				ONLY_ACTIVE_ARCH = YES;
+				REACT_NATIVE_PATH = "${PODS_ROOT}/../../node_modules/react-native";
+				SDKROOT = iphoneos;
+				SWIFT_ACTIVE_COMPILATION_CONDITIONS = "$(inherited) DEBUG";
+				SWIFT_ENABLE_EXPLICIT_MODULES = NO;
+				USE_HERMES = true;
+			};
+			name = Debug;
+		};
+		83CBBA211A601CBA00E9B192 /* Release */ = {
+			isa = XCBuildConfiguration;
+			buildSettings = {
+				ALWAYS_SEARCH_USER_PATHS = NO;
+				CLANG_ANALYZER_LOCALIZABILITY_NONLOCALIZED = YES;
+				CLANG_CXX_LANGUAGE_STANDARD = "c++20";
+				CLANG_CXX_LIBRARY = "libc++";
+				CLANG_ENABLE_MODULES = YES;
+				CLANG_ENABLE_OBJC_ARC = YES;
+				CLANG_WARN_BLOCK_CAPTURE_AUTORELEASING = YES;
+				CLANG_WARN_BOOL_CONVERSION = YES;
+				CLANG_WARN_COMMA = YES;
+				CLANG_WARN_CONSTANT_CONVERSION = YES;
+				CLANG_WARN_DEPRECATED_OBJC_IMPLEMENTATIONS = YES;
+				CLANG_WARN_DIRECT_OBJC_ISA_USAGE = YES_ERROR;
+				CLANG_WARN_EMPTY_BODY = YES;
+				CLANG_WARN_ENUM_CONVERSION = YES;
+				CLANG_WARN_INFINITE_RECURSION = YES;
+				CLANG_WARN_INT_CONVERSION = YES;
+				CLANG_WARN_NON_LITERAL_NULL_CONVERSION = YES;
+				CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES;
+				CLANG_WARN_OBJC_LITERAL_CONVERSION = YES;
+				CLANG_WARN_OBJC_ROOT_CLASS = YES_ERROR;
+				CLANG_WARN_RANGE_LOOP_ANALYSIS = YES;
+				CLANG_WARN_STRICT_PROTOTYPES = YES;
+				CLANG_WARN_SUSPICIOUS_MOVE = YES;
+				CLANG_WARN_UNREACHABLE_CODE = YES;
+				CLANG_WARN__DUPLICATE_METHOD_MATCH = YES;
+				"CODE_SIGN_IDENTITY[sdk=iphoneos*]" = "iPhone Developer";
+				COPY_PHASE_STRIP = YES;
+				ENABLE_NS_ASSERTIONS = NO;
+				ENABLE_STRICT_OBJC_MSGSEND = YES;
+				GCC_C_LANGUAGE_STANDARD = gnu99;
+				GCC_NO_COMMON_BLOCKS = YES;
+				GCC_WARN_64_TO_32_BIT_CONVERSION = YES;
+				GCC_WARN_ABOUT_RETURN_TYPE = YES_ERROR;
+				GCC_WARN_UNDECLARED_SELECTOR = YES;
+				GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE;
+				GCC_WARN_UNUSED_FUNCTION = YES;
+				GCC_WARN_UNUSED_VARIABLE = YES;
+				IPHONEOS_DEPLOYMENT_TARGET = 15.1;
+				LD_RUNPATH_SEARCH_PATHS = (
+					/usr/lib/swift,
+					"$(inherited)",
+				);
+				LIBRARY_SEARCH_PATHS = "$(SDKROOT)/usr/lib/swift\"$(inherited)\"";
+				MTL_ENABLE_DEBUG_INFO = NO;
+				REACT_NATIVE_PATH = "${PODS_ROOT}/../../node_modules/react-native";
+				SDKROOT = iphoneos;
+				SWIFT_ENABLE_EXPLICIT_MODULES = NO;
+				USE_HERMES = true;
+				VALIDATE_PRODUCT = YES;
+			};
+			name = Release;
+		};
+/* End XCBuildConfiguration section */
+
+/* Begin XCConfigurationList section */
+		13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "AURA" */ = {
+			isa = XCConfigurationList;
+			buildConfigurations = (
+				13B07F941A680F5B00A75B9A /* Debug */,
+				13B07F951A680F5B00A75B9A /* Release */,
+			);
+			defaultConfigurationIsVisible = 0;
+			defaultConfigurationName = Release;
+		};
+		83CBB9FA1A601CBA00E9B192 /* Build configuration list for PBXProject "AURA" */ = {
+			isa = XCConfigurationList;
+			buildConfigurations = (
+				83CBBA201A601CBA00E9B192 /* Debug */,
+				83CBBA211A601CBA00E9B192 /* Release */,
+			);
+			defaultConfigurationIsVisible = 0;
+			defaultConfigurationName = Release;
+		};
+/* End XCConfigurationList section */
+	};
+	rootObject = 83CBB9F71A601CBA00E9B192 /* Project object */;
+}
diff --git a/ios/AURA.xcodeproj/xcshareddata/xcschemes/AURA.xcscheme b/ios/AURA.xcodeproj/xcshareddata/xcschemes/AURA.xcscheme
new file mode 100644
index 0000000..b4c2886
--- /dev/null
+++ b/ios/AURA.xcodeproj/xcshareddata/xcschemes/AURA.xcscheme
@@ -0,0 +1,88 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<Scheme
+   LastUpgradeVersion = "1130"
+   version = "1.3">
+   <BuildAction
+      parallelizeBuildables = "YES"
+      buildImplicitDependencies = "YES">
+      <BuildActionEntries>
+         <BuildActionEntry
+            buildForTesting = "YES"
+            buildForRunning = "YES"
+            buildForProfiling = "YES"
+            buildForArchiving = "YES"
+            buildForAnalyzing = "YES">
+            <BuildableReference
+               BuildableIdentifier = "primary"
+               BlueprintIdentifier = "13B07F861A680F5B00A75B9A"
+               BuildableName = "AURA.app"
+               BlueprintName = "AURA"
+               ReferencedContainer = "container:AURA.xcodeproj">
+            </BuildableReference>
+         </BuildActionEntry>
+      </BuildActionEntries>
+   </BuildAction>
+   <TestAction
+      buildConfiguration = "Debug"
+      selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB"
+      selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB"
+      shouldUseLaunchSchemeArgsEnv = "YES">
+      <Testables>
+         <TestableReference
+            skipped = "NO">
+            <BuildableReference
+               BuildableIdentifier = "primary"
+               BlueprintIdentifier = "00E356ED1AD99517003FC87E"
+               BuildableName = "AURATests.xctest"
+               BlueprintName = "AURATests"
+               ReferencedContainer = "container:AURA.xcodeproj">
+            </BuildableReference>
+         </TestableReference>
+      </Testables>
+   </TestAction>
+   <LaunchAction
+      buildConfiguration = "Debug"
+      selectedDebuggerIdentifier = "Xcode.DebuggerFoundation.Debugger.LLDB"
+      selectedLauncherIdentifier = "Xcode.DebuggerFoundation.Launcher.LLDB"
+      launchStyle = "0"
+      useCustomWorkingDirectory = "NO"
+      ignoresPersistentStateOnLaunch = "NO"
+      debugDocumentVersioning = "YES"
+      debugServiceExtension = "internal"
+      allowLocationSimulation = "YES">
+      <BuildableProductRunnable
+         runnableDebuggingMode = "0">
+         <BuildableReference
+            BuildableIdentifier = "primary"
+            BlueprintIdentifier = "13B07F861A680F5B00A75B9A"
+            BuildableName = "AURA.app"
+            BlueprintName = "AURA"
+            ReferencedContainer = "container:AURA.xcodeproj">
+         </BuildableReference>
+      </BuildableProductRunnable>
+   </LaunchAction>
+   <ProfileAction
+      buildConfiguration = "Release"
+      shouldUseLaunchSchemeArgsEnv = "YES"
+      savedToolIdentifier = ""
+      useCustomWorkingDirectory = "NO"
+      debugDocumentVersioning = "YES">
+      <BuildableProductRunnable
+         runnableDebuggingMode = "0">
+         <BuildableReference
+            BuildableIdentifier = "primary"
+            BlueprintIdentifier = "13B07F861A680F5B00A75B9A"
+            BuildableName = "AURA.app"
+            BlueprintName = "AURA"
+            ReferencedContainer = "container:AURA.xcodeproj">
+         </BuildableReference>
+      </BuildableProductRunnable>
+   </ProfileAction>
+   <AnalyzeAction
+      buildConfiguration = "Debug">
+   </AnalyzeAction>
+   <ArchiveAction
+      buildConfiguration = "Release"
+      revealArchiveInOrganizer = "YES">
+   </ArchiveAction>
+</Scheme>
diff --git a/ios/AURA.xcworkspace/contents.xcworkspacedata b/ios/AURA.xcworkspace/contents.xcworkspacedata
new file mode 100644
index 0000000..ce0e453
--- /dev/null
+++ b/ios/AURA.xcworkspace/contents.xcworkspacedata
@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<Workspace
+   version = "1.0">
+   <FileRef
+      location = "group:AURA.xcodeproj">
+   </FileRef>
+   <FileRef
+      location = "group:Pods/Pods.xcodeproj">
+   </FileRef>
+</Workspace>
diff --git a/ios/AURA/AURA-Bridging-Header.h b/ios/AURA/AURA-Bridging-Header.h
new file mode 100644
index 0000000..8361941
--- /dev/null
+++ b/ios/AURA/AURA-Bridging-Header.h
@@ -0,0 +1,3 @@
+//
+// Use this file to import your target's public headers that you would like to expose to Swift.
+//
diff --git a/ios/AURA/AURA.entitlements b/ios/AURA/AURA.entitlements
new file mode 100644
index 0000000..6bc9a02
--- /dev/null
+++ b/ios/AURA/AURA.entitlements
@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+  <dict>
+    <key>com.apple.developer.applesignin</key>
+    <array>
+      <string>Default</string>
+    </array>
+  </dict>
+</plist>
\ No newline at end of file
diff --git a/ios/AURA/AppDelegate.swift b/ios/AURA/AppDelegate.swift
new file mode 100644
index 0000000..a7887e1
--- /dev/null
+++ b/ios/AURA/AppDelegate.swift
@@ -0,0 +1,70 @@
+import Expo
+import React
+import ReactAppDependencyProvider
+
+@UIApplicationMain
+public class AppDelegate: ExpoAppDelegate {
+  var window: UIWindow?
+
+  var reactNativeDelegate: ExpoReactNativeFactoryDelegate?
+  var reactNativeFactory: RCTReactNativeFactory?
+
+  public override func application(
+    _ application: UIApplication,
+    didFinishLaunchingWithOptions launchOptions: [UIApplication.LaunchOptionsKey: Any]? = nil
+  ) -> Bool {
+    let delegate = ReactNativeDelegate()
+    let factory = ExpoReactNativeFactory(delegate: delegate)
+    delegate.dependencyProvider = RCTAppDependencyProvider()
+
+    reactNativeDelegate = delegate
+    reactNativeFactory = factory
+    bindReactNativeFactory(factory)
+
+#if os(iOS) || os(tvOS)
+    window = UIWindow(frame: UIScreen.main.bounds)
+    factory.startReactNative(
+      withModuleName: "main",
+      in: window,
+      launchOptions: launchOptions)
+#endif
+
+    return super.application(application, didFinishLaunchingWithOptions: launchOptions)
+  }
+
+  // Linking API
+  public override func application(
+    _ app: UIApplication,
+    open url: URL,
+    options: [UIApplication.OpenURLOptionsKey: Any] = [:]
+  ) -> Bool {
+    return super.application(app, open: url, options: options) || RCTLinkingManager.application(app, open: url, options: options)
+  }
+
+  // Universal Links
+  public override func application(
+    _ application: UIApplication,
+    continue userActivity: NSUserActivity,
+    restorationHandler: @escaping ([UIUserActivityRestoring]?) -> Void
+  ) -> Bool {
+    let result = RCTLinkingManager.application(application, continue: userActivity, restorationHandler: restorationHandler)
+    return super.application(application, continue: userActivity, restorationHandler: restorationHandler) || result
+  }
+}
+
+class ReactNativeDelegate: ExpoReactNativeFactoryDelegate {
+  // Extension point for config-plugins
+
+  override func sourceURL(for bridge: RCTBridge) -> URL? {
+    // needed to return the correct URL for expo-dev-client.
+    bridge.bundleURL ?? bundleURL()
+  }
+
+  override func bundleURL() -> URL? {
+#if DEBUG
+    return RCTBundleURLProvider.sharedSettings().jsBundleURL(forBundleRoot: ".expo/.virtual-metro-entry")
+#else
+    return Bundle.main.url(forResource: "main", withExtension: "jsbundle")
+#endif
+  }
+}
diff --git a/ios/AURA/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png b/ios/AURA/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png
new file mode 100644
index 0000000000000000000000000000000000000000..66eea79d82a5c56c5ccae74a0afd4b407c0eaf22
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diff --git a/ios/AURA/Images.xcassets/AppIcon.appiconset/Contents.json b/ios/AURA/Images.xcassets/AppIcon.appiconset/Contents.json
new file mode 100644
index 0000000..90d8d4c
--- /dev/null
+++ b/ios/AURA/Images.xcassets/AppIcon.appiconset/Contents.json
@@ -0,0 +1,14 @@
+{
+  "images": [
+    {
+      "filename": "App-Icon-1024x1024@1x.png",
+      "idiom": "universal",
+      "platform": "ios",
+      "size": "1024x1024"
+    }
+  ],
+  "info": {
+    "version": 1,
+    "author": "expo"
+  }
+}
\ No newline at end of file
diff --git a/ios/AURA/Images.xcassets/Contents.json b/ios/AURA/Images.xcassets/Contents.json
new file mode 100644
index 0000000..ed285c2
--- /dev/null
+++ b/ios/AURA/Images.xcassets/Contents.json
@@ -0,0 +1,6 @@
+{
+  "info" : {
+    "version" : 1,
+    "author" : "expo"
+  }
+}
diff --git a/ios/AURA/Images.xcassets/SplashScreenBackground.colorset/Contents.json b/ios/AURA/Images.xcassets/SplashScreenBackground.colorset/Contents.json
new file mode 100644
index 0000000..cccb69f
--- /dev/null
+++ b/ios/AURA/Images.xcassets/SplashScreenBackground.colorset/Contents.json
@@ -0,0 +1,38 @@
+{
+  "colors": [
+    {
+      "color": {
+        "components": {
+          "alpha": "1.000",
+          "blue": "0.00000000000000",
+          "green": "0.00000000000000",
+          "red": "0.00000000000000"
+        },
+        "color-space": "srgb"
+      },
+      "idiom": "universal"
+    },
+    {
+      "color": {
+        "components": {
+          "alpha": "1.000",
+          "blue": "0.00000000000000",
+          "green": "0.00000000000000",
+          "red": "0.00000000000000"
+        },
+        "color-space": "srgb"
+      },
+      "idiom": "universal",
+      "appearances": [
+        {
+          "appearance": "luminosity",
+          "value": "dark"
+        }
+      ]
+    }
+  ],
+  "info": {
+    "version": 1,
+    "author": "expo"
+  }
+}
\ No newline at end of file
diff --git a/ios/AURA/Images.xcassets/SplashScreenLogo.imageset/Contents.json b/ios/AURA/Images.xcassets/SplashScreenLogo.imageset/Contents.json
new file mode 100644
index 0000000..f65c008
--- /dev/null
+++ b/ios/AURA/Images.xcassets/SplashScreenLogo.imageset/Contents.json
@@ -0,0 +1,23 @@
+{
+  "images": [
+    {
+      "idiom": "universal",
+      "filename": "image.png",
+      "scale": "1x"
+    },
+    {
+      "idiom": "universal",
+      "filename": "image@2x.png",
+      "scale": "2x"
+    },
+    {
+      "idiom": "universal",
+      "filename": "image@3x.png",
+      "scale": "3x"
+    }
+  ],
+  "info": {
+    "version": 1,
+    "author": "expo"
+  }
+}
\ No newline at end of file
diff --git a/ios/AURA/Images.xcassets/SplashScreenLogo.imageset/image.png b/ios/AURA/Images.xcassets/SplashScreenLogo.imageset/image.png
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diff --git a/ios/AURA/Info.plist b/ios/AURA/Info.plist
index 8d7d8ca..8daeccb 100644
--- a/ios/AURA/Info.plist
+++ b/ios/AURA/Info.plist
@@ -1,114 +1,114 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
 <plist version="1.0">
-  <dict>
-    <key>CADisableMinimumFrameDurationOnPhone</key>
-    <true/>
-    <key>CFBundleAllowMixedLocalizations</key>
-    <true/>
-    <key>CFBundleDevelopmentRegion</key>
-    <string>$(DEVELOPMENT_LANGUAGE)</string>
-    <key>CFBundleDisplayName</key>
-    <string>AURA</string>
-    <key>CFBundleExecutable</key>
-    <string>$(EXECUTABLE_NAME)</string>
-    <key>CFBundleIdentifier</key>
-    <string>$(PRODUCT_BUNDLE_IDENTIFIER)</string>
-    <key>CFBundleInfoDictionaryVersion</key>
-    <string>6.0</string>
-    <key>CFBundleName</key>
-    <string>$(PRODUCT_NAME)</string>
-    <key>CFBundlePackageType</key>
-    <string>$(PRODUCT_BUNDLE_PACKAGE_TYPE)</string>
-    <key>CFBundleShortVersionString</key>
-    <string>1.0.0</string>
-    <key>CFBundleSignature</key>
-    <string>????</string>
-    <key>CFBundleURLTypes</key>
-    <array>
-      <dict>
-        <key>CFBundleURLSchemes</key>
-        <array>
-          <string>com.googleusercontent.apps.1043970871162-6ap96ennmcs0r0rmld05d2j4gs1o5o5p</string>
-        </array>
-      </dict>
-      <dict>
-        <key>CFBundleURLSchemes</key>
-        <array>
-          <string>aura</string>
-        </array>
-      </dict>
-    </array>
-    <key>CFBundleVersion</key>
-    <string>2</string>
-    <key>ITSAppUsesNonExemptEncryption</key>
-    <false/>
-    <key>LSMinimumSystemVersion</key>
-    <string>12.0</string>
-    <key>LSRequiresIPhoneOS</key>
-    <true/>
-    <key>NSAppTransportSecurity</key>
-    <dict>
-      <key>NSAllowsArbitraryLoads</key>
-      <false/>
-      <key>NSAllowsLocalNetworking</key>
-      <true/>
-    </dict>
-    <key>NSCalendarsFullAccessUsageDescription</key>
-    <string>We use your calendar to show today's events in your wardrobe insights.</string>
-    <key>NSCalendarsUsageDescription</key>
-    <string>We use your calendar to show today's events in your wardrobe insights.</string>
-    <key>NSCameraUsageDescription</key>
-    <string>AURA uses your camera so you can add clothing items to your wardrobe.</string>
-    <key>NSLocationAlwaysAndWhenInUseUsageDescription</key>
-    <string>AURA uses location only while you use the app to show local weather for outfit planning.</string>
-    <key>NSLocationAlwaysUsageDescription</key>
-    <string>AURA uses location only while you use the app to show local weather for outfit planning.</string>
-    <key>NSLocationWhenInUseUsageDescription</key>
-    <string>AURA uses your approximate location while you use the app to show local weather for outfit planning.</string>
-    <key>NSMicrophoneUsageDescription</key>
-    <string>Allow AURA to use your microphone for voice dictation.</string>
-    <key>NSPhotoLibraryAddUsageDescription</key>
-    <string>AURA may save edited clothing images to your photo library when you choose to.</string>
-    <key>NSPhotoLibraryUsageDescription</key>
-    <string>AURA uses your photo library so you can select clothing photos for your wardrobe.</string>
-    <key>NSRemindersFullAccessUsageDescription</key>
-    <string>AURA uses reminders only if calendar access includes them for outfit planning context.</string>
-    <key>NSRemindersUsageDescription</key>
-    <string>AURA uses reminders only if calendar access includes them for outfit planning context.</string>
-    <key>NSSpeechRecognitionUsageDescription</key>
-    <string>Allow AURA to turn your speech into chat text.</string>
-    <key>NSUserActivityTypes</key>
-    <array>
-      <string>$(PRODUCT_BUNDLE_IDENTIFIER).expo.index_route</string>
-    </array>
-    <key>RCTNewArchEnabled</key>
-    <true/>
-    <key>UILaunchStoryboardName</key>
-    <string>SplashScreen</string>
-    <key>UIRequiredDeviceCapabilities</key>
-    <array>
-      <string>arm64</string>
-    </array>
-    <key>UIRequiresFullScreen</key>
-    <false/>
-    <key>UIStatusBarStyle</key>
-    <string>UIStatusBarStyleDefault</string>
-    <key>UISupportedInterfaceOrientations</key>
-    <array>
-      <string>UIInterfaceOrientationPortrait</string>
-      <string>UIInterfaceOrientationPortraitUpsideDown</string>
-    </array>
-    <key>UISupportedInterfaceOrientations~ipad</key>
-    <array>
-      <string>UIInterfaceOrientationPortrait</string>
-      <string>UIInterfaceOrientationPortraitUpsideDown</string>
-      <string>UIInterfaceOrientationLandscapeLeft</string>
-      <string>UIInterfaceOrientationLandscapeRight</string>
-    </array>
-    <key>UIUserInterfaceStyle</key>
-    <string>Automatic</string>
-    <key>UIViewControllerBasedStatusBarAppearance</key>
-    <false/>
-  </dict>
+<dict>
+	<key>CADisableMinimumFrameDurationOnPhone</key>
+	<true/>
+	<key>CFBundleAllowMixedLocalizations</key>
+	<true/>
+	<key>CFBundleDevelopmentRegion</key>
+	<string>$(DEVELOPMENT_LANGUAGE)</string>
+	<key>CFBundleDisplayName</key>
+	<string>AURA</string>
+	<key>CFBundleExecutable</key>
+	<string>$(EXECUTABLE_NAME)</string>
+	<key>CFBundleIdentifier</key>
+	<string>$(PRODUCT_BUNDLE_IDENTIFIER)</string>
+	<key>CFBundleInfoDictionaryVersion</key>
+	<string>6.0</string>
+	<key>CFBundleName</key>
+	<string>$(PRODUCT_NAME)</string>
+	<key>CFBundlePackageType</key>
+	<string>$(PRODUCT_BUNDLE_PACKAGE_TYPE)</string>
+	<key>CFBundleShortVersionString</key>
+	<string>1.0.0</string>
+	<key>CFBundleSignature</key>
+	<string>????</string>
+	<key>CFBundleURLTypes</key>
+	<array>
+		<dict>
+			<key>CFBundleURLSchemes</key>
+			<array>
+				<string>com.googleusercontent.apps.1043970871162-6ap96ennmcs0r0rmld05d2j4gs1o5o5p</string>
+			</array>
+		</dict>
+		<dict>
+			<key>CFBundleURLSchemes</key>
+			<array>
+				<string>aura</string>
+			</array>
+		</dict>
+	</array>
+	<key>CFBundleVersion</key>
+	<string>4</string>
+	<key>ITSAppUsesNonExemptEncryption</key>
+	<false/>
+	<key>LSMinimumSystemVersion</key>
+	<string>12.0</string>
+	<key>LSRequiresIPhoneOS</key>
+	<true/>
+	<key>NSAppTransportSecurity</key>
+	<dict>
+		<key>NSAllowsArbitraryLoads</key>
+		<false/>
+		<key>NSAllowsLocalNetworking</key>
+		<true/>
+	</dict>
+	<key>NSCalendarsFullAccessUsageDescription</key>
+	<string>We use your calendar to show today's events in your wardrobe insights.</string>
+	<key>NSCalendarsUsageDescription</key>
+	<string>We use your calendar to show today's events in your wardrobe insights.</string>
+	<key>NSCameraUsageDescription</key>
+	<string>AURA uses your camera so you can add clothing items to your wardrobe.</string>
+	<key>NSLocationAlwaysAndWhenInUseUsageDescription</key>
+	<string>AURA uses location only while you use the app to show local weather for outfit planning.</string>
+	<key>NSLocationAlwaysUsageDescription</key>
+	<string>AURA uses location only while you use the app to show local weather for outfit planning.</string>
+	<key>NSLocationWhenInUseUsageDescription</key>
+	<string>AURA uses your approximate location while you use the app to show local weather for outfit planning.</string>
+	<key>NSMicrophoneUsageDescription</key>
+	<string>Allow AURA to use your microphone for voice dictation.</string>
+	<key>NSPhotoLibraryAddUsageDescription</key>
+	<string>AURA may save edited clothing images to your photo library when you choose to.</string>
+	<key>NSPhotoLibraryUsageDescription</key>
+	<string>AURA uses your photo library so you can select clothing photos for your wardrobe.</string>
+	<key>NSRemindersFullAccessUsageDescription</key>
+	<string>AURA uses reminders only if calendar access includes them for outfit planning context.</string>
+	<key>NSRemindersUsageDescription</key>
+	<string>AURA uses reminders only if calendar access includes them for outfit planning context.</string>
+	<key>NSSpeechRecognitionUsageDescription</key>
+	<string>Allow AURA to turn your speech into chat text.</string>
+	<key>NSUserActivityTypes</key>
+	<array>
+		<string>$(PRODUCT_BUNDLE_IDENTIFIER).expo.index_route</string>
+	</array>
+	<key>RCTNewArchEnabled</key>
+	<true/>
+	<key>UILaunchStoryboardName</key>
+	<string>SplashScreen</string>
+	<key>UIRequiredDeviceCapabilities</key>
+	<array>
+		<string>arm64</string>
+	</array>
+	<key>UIRequiresFullScreen</key>
+	<false/>
+	<key>UIStatusBarStyle</key>
+	<string>UIStatusBarStyleDefault</string>
+	<key>UISupportedInterfaceOrientations</key>
+	<array>
+		<string>UIInterfaceOrientationPortrait</string>
+		<string>UIInterfaceOrientationPortraitUpsideDown</string>
+	</array>
+	<key>UISupportedInterfaceOrientations~ipad</key>
+	<array>
+		<string>UIInterfaceOrientationPortrait</string>
+		<string>UIInterfaceOrientationPortraitUpsideDown</string>
+		<string>UIInterfaceOrientationLandscapeLeft</string>
+		<string>UIInterfaceOrientationLandscapeRight</string>
+	</array>
+	<key>UIUserInterfaceStyle</key>
+	<string>Automatic</string>
+	<key>UIViewControllerBasedStatusBarAppearance</key>
+	<false/>
+</dict>
 </plist>
diff --git a/ios/AURA/PrivacyInfo.xcprivacy b/ios/AURA/PrivacyInfo.xcprivacy
new file mode 100644
index 0000000..22c59a7
--- /dev/null
+++ b/ios/AURA/PrivacyInfo.xcprivacy
@@ -0,0 +1,49 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+	<key>NSPrivacyAccessedAPITypes</key>
+	<array>
+		<dict>
+			<key>NSPrivacyAccessedAPIType</key>
+			<string>NSPrivacyAccessedAPICategoryUserDefaults</string>
+			<key>NSPrivacyAccessedAPITypeReasons</key>
+			<array>
+				<string>CA92.1</string>
+				<string>C56D.1</string>
+			</array>
+		</dict>
+		<dict>
+			<key>NSPrivacyAccessedAPIType</key>
+			<string>NSPrivacyAccessedAPICategoryFileTimestamp</string>
+			<key>NSPrivacyAccessedAPITypeReasons</key>
+			<array>
+				<string>0A2A.1</string>
+				<string>3B52.1</string>
+				<string>C617.1</string>
+			</array>
+		</dict>
+		<dict>
+			<key>NSPrivacyAccessedAPIType</key>
+			<string>NSPrivacyAccessedAPICategoryDiskSpace</string>
+			<key>NSPrivacyAccessedAPITypeReasons</key>
+			<array>
+				<string>E174.1</string>
+				<string>85F4.1</string>
+			</array>
+		</dict>
+		<dict>
+			<key>NSPrivacyAccessedAPIType</key>
+			<string>NSPrivacyAccessedAPICategorySystemBootTime</string>
+			<key>NSPrivacyAccessedAPITypeReasons</key>
+			<array>
+				<string>35F9.1</string>
+			</array>
+		</dict>
+	</array>
+	<key>NSPrivacyCollectedDataTypes</key>
+	<array/>
+	<key>NSPrivacyTracking</key>
+	<false/>
+</dict>
+</plist>
diff --git a/ios/AURA/SplashScreen.storyboard b/ios/AURA/SplashScreen.storyboard
new file mode 100644
index 0000000..a39f8f5
--- /dev/null
+++ b/ios/AURA/SplashScreen.storyboard
@@ -0,0 +1,46 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<document type="com.apple.InterfaceBuilder3.CocoaTouch.Storyboard.XIB" version="3.0" toolsVersion="24093.7" targetRuntime="iOS.CocoaTouch" propertyAccessControl="none" useAutolayout="YES" launchScreen="YES" useTraitCollections="YES" useSafeAreas="YES" colorMatched="YES" initialViewController="EXPO-VIEWCONTROLLER-1">
+    <device id="retina6_12" orientation="portrait" appearance="light"/>
+    <dependencies>
+        <deployment identifier="iOS"/>
+        <plugIn identifier="com.apple.InterfaceBuilder.IBCocoaTouchPlugin" version="24053.1"/>
+        <capability name="Named colors" minToolsVersion="9.0"/>
+        <capability name="Safe area layout guides" minToolsVersion="9.0"/>
+        <capability name="System colors in document resources" minToolsVersion="11.0"/>
+        <capability name="documents saved in the Xcode 8 format" minToolsVersion="8.0"/>
+    </dependencies>
+    <scenes>
+        <scene sceneID="EXPO-SCENE-1">
+            <objects>
+                <viewController storyboardIdentifier="SplashScreenViewController" id="EXPO-VIEWCONTROLLER-1" sceneMemberID="viewController">
+                    <view key="view" userInteractionEnabled="NO" contentMode="scaleToFill" insetsLayoutMarginsFromSafeArea="NO" id="EXPO-ContainerView" userLabel="ContainerView">
+                        <rect key="frame" x="0.0" y="0.0" width="393" height="852"/>
+                        <autoresizingMask key="autoresizingMask" flexibleMaxX="YES" flexibleMaxY="YES"/>
+                        <subviews>
+                            <imageView id="EXPO-SplashScreen" userLabel="SplashScreenLogo" image="SplashScreenLogo" contentMode="scaleAspectFit" clipsSubviews="true" userInteractionEnabled="false" translatesAutoresizingMaskIntoConstraints="false">
+                                <rect key="frame" x="96.5" y="326" width="200" height="200"/>
+                            </imageView>
+                        </subviews>
+                        <viewLayoutGuide key="safeArea" id="Rmq-lb-GrQ"/>
+                        <constraints>
+                            <constraint firstItem="EXPO-SplashScreen" firstAttribute="centerX" secondItem="EXPO-ContainerView" secondAttribute="centerX" id="cad2ab56f97c5429bf29decf850647a4216861d4"/>
+                            <constraint firstItem="EXPO-SplashScreen" firstAttribute="centerY" secondItem="EXPO-ContainerView" secondAttribute="centerY" id="1a145271b085b6ce89b1405a310f5b1bb7656595"/>
+                        </constraints>
+                        <color key="backgroundColor" name="SplashScreenBackground"/>
+                    </view>
+                </viewController>
+                <placeholder placeholderIdentifier="IBFirstResponder" id="EXPO-PLACEHOLDER-1" userLabel="First Responder" sceneMemberID="firstResponder"/>
+            </objects>
+            <point key="canvasLocation" x="0.0" y="0.0"/>
+        </scene>
+    </scenes>
+    <resources>
+        <image name="SplashScreenLogo" width="200" height="200"/>
+        <systemColor name="systemBackgroundColor">
+            <color white="1" alpha="1" colorSpace="custom" customColorSpace="genericGamma22GrayColorSpace"/>
+        </systemColor>
+        <namedColor name="SplashScreenBackground">
+            <color alpha="1.000" blue="0.00000000000000" green="0.00000000000000" red="0.00000000000000" customColorSpace="sRGB" colorSpace="custom"/>
+        </namedColor>
+    </resources>
+</document>
\ No newline at end of file
diff --git a/ios/AURA/Supporting/Expo.plist b/ios/AURA/Supporting/Expo.plist
new file mode 100644
index 0000000..750be02
--- /dev/null
+++ b/ios/AURA/Supporting/Expo.plist
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+  <dict>
+    <key>EXUpdatesCheckOnLaunch</key>
+    <string>ALWAYS</string>
+    <key>EXUpdatesEnabled</key>
+    <false/>
+    <key>EXUpdatesLaunchWaitMs</key>
+    <integer>0</integer>
+  </dict>
+</plist>
\ No newline at end of file
diff --git a/ios/Podfile b/ios/Podfile
new file mode 100644
index 0000000..7d83958
--- /dev/null
+++ b/ios/Podfile
@@ -0,0 +1,63 @@
+require File.join(File.dirname(`node --print "require.resolve('expo/package.json')"`), "scripts/autolinking")
+require File.join(File.dirname(`node --print "require.resolve('react-native/package.json')"`), "scripts/react_native_pods")
+
+require 'json'
+podfile_properties = JSON.parse(File.read(File.join(__dir__, 'Podfile.properties.json'))) rescue {}
+
+def ccache_enabled?(podfile_properties)
+  # Environment variable takes precedence
+  return ENV['USE_CCACHE'] == '1' if ENV['USE_CCACHE']
+  
+  # Fall back to Podfile properties
+  podfile_properties['apple.ccacheEnabled'] == 'true'
+end
+
+ENV['RCT_NEW_ARCH_ENABLED'] ||= '0' if podfile_properties['newArchEnabled'] == 'false'
+ENV['EX_DEV_CLIENT_NETWORK_INSPECTOR'] ||= podfile_properties['EX_DEV_CLIENT_NETWORK_INSPECTOR']
+ENV['RCT_USE_RN_DEP'] ||= '1' if podfile_properties['ios.buildReactNativeFromSource'] != 'true' && podfile_properties['newArchEnabled'] != 'false'
+ENV['RCT_USE_PREBUILT_RNCORE'] ||= '1' if podfile_properties['ios.buildReactNativeFromSource'] != 'true' && podfile_properties['newArchEnabled'] != 'false'
+platform :ios, podfile_properties['ios.deploymentTarget'] || '15.1'
+
+prepare_react_native_project!
+
+target 'AURA' do
+  use_expo_modules!
+
+  if ENV['EXPO_USE_COMMUNITY_AUTOLINKING'] == '1'
+    config_command = ['node', '-e', "process.argv=['', '', 'config'];require('@react-native-community/cli').run()"];
+  else
+    config_command = [
+      'node',
+      '--no-warnings',
+      '--eval',
+      'require(\'expo/bin/autolinking\')',
+      'expo-modules-autolinking',
+      'react-native-config',
+      '--json',
+      '--platform',
+      'ios'
+    ]
+  end
+
+  config = use_native_modules!(config_command)
+
+  use_frameworks! :linkage => podfile_properties['ios.useFrameworks'].to_sym if podfile_properties['ios.useFrameworks']
+  use_frameworks! :linkage => ENV['USE_FRAMEWORKS'].to_sym if ENV['USE_FRAMEWORKS']
+
+  use_react_native!(
+    :path => config[:reactNativePath],
+    :hermes_enabled => podfile_properties['expo.jsEngine'] == nil || podfile_properties['expo.jsEngine'] == 'hermes',
+    # An absolute path to your application root.
+    :app_path => "#{Pod::Config.instance.installation_root}/..",
+    :privacy_file_aggregation_enabled => podfile_properties['apple.privacyManifestAggregationEnabled'] != 'false',
+  )
+
+  post_install do |installer|
+    react_native_post_install(
+      installer,
+      config[:reactNativePath],
+      :mac_catalyst_enabled => false,
+      :ccache_enabled => ccache_enabled?(podfile_properties),
+    )
+  end
+end
diff --git a/ios/Podfile.lock b/ios/Podfile.lock
new file mode 100644
index 0000000..592631c
--- /dev/null
+++ b/ios/Podfile.lock
@@ -0,0 +1,2836 @@
+PODS:
+  - AppAuth (2.0.0):
+    - AppAuth/Core (= 2.0.0)
+    - AppAuth/ExternalUserAgent (= 2.0.0)
+  - AppAuth/Core (2.0.0)
+  - AppAuth/ExternalUserAgent (2.0.0):
+    - AppAuth/Core
+  - AppCheckCore (11.2.0):
+    - GoogleUtilities/Environment (~> 8.0)
+    - GoogleUtilities/UserDefaults (~> 8.0)
+    - PromisesObjC (~> 2.4)
+  - Burnt (0.13.0):
+    - ExpoModulesCore
+    - SPAlert (~> 4.2)
+    - SPIndicator (~> 1.6)
+  - EXConstants (18.0.13):
+    - ExpoModulesCore
+  - EXImageLoader (6.0.0):
+    - ExpoModulesCore
+    - React-Core
+  - Expo (54.0.33):
+    - ExpoModulesCore
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTAppDelegate
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactAppDependencyProvider
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - ExpoAdapterGoogleSignIn (16.1.2):
+    - ExpoModulesCore
+    - GoogleSignIn (~> 9.0)
+    - React-Core
+  - ExpoAppleAuthentication (8.0.8):
+    - ExpoModulesCore
+  - ExpoAsset (12.0.12):
+    - ExpoModulesCore
+  - ExpoAudio (1.1.1):
+    - ExpoModulesCore
+  - ExpoBlur (15.0.8):
+    - ExpoModulesCore
+  - ExpoCalendar (15.0.8):
+    - ExpoModulesCore
+  - ExpoCamera (17.0.10):
+    - ExpoModulesCore
+    - ZXingObjC/OneD
+    - ZXingObjC/PDF417
+  - ExpoClipboard (8.0.8):
+    - ExpoModulesCore
+  - ExpoCrypto (15.0.9):
+    - ExpoModulesCore
+  - ExpoFileSystem (19.0.21):
+    - ExpoModulesCore
+  - ExpoFont (14.0.11):
+    - ExpoModulesCore
+  - ExpoHaptics (15.0.8):
+    - ExpoModulesCore
+  - ExpoHead (6.0.23):
+    - ExpoModulesCore
+    - RNScreens
+  - ExpoImage (3.0.11):
+    - ExpoModulesCore
+    - libavif/libdav1d
+    - SDWebImage (~> 5.21.0)
+    - SDWebImageAVIFCoder (~> 0.11.0)
+    - SDWebImageSVGCoder (~> 1.7.0)
+    - SDWebImageWebPCoder (~> 0.14.6)
+  - ExpoImageManipulator (14.0.8):
+    - EXImageLoader
+    - ExpoModulesCore
+    - SDWebImageWebPCoder
+  - ExpoImagePicker (17.0.10):
+    - ExpoModulesCore
+  - ExpoKeepAwake (15.0.8):
+    - ExpoModulesCore
+  - ExpoLinearGradient (15.0.8):
+    - ExpoModulesCore
+  - ExpoLinking (8.0.11):
+    - ExpoModulesCore
+  - ExpoLocation (19.0.8):
+    - ExpoModulesCore
+  - ExpoMediaLibrary (18.2.1):
+    - ExpoModulesCore
+    - React-Core
+  - ExpoModulesCore (3.0.29):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-jsinspector
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - ExpoSplashScreen (31.0.13):
+    - ExpoModulesCore
+  - ExpoSystemUI (6.0.9):
+    - ExpoModulesCore
+  - ExpoVisionBg (0.0.1):
+    - ExpoModulesCore
+  - FBLazyVector (0.81.5)
+  - GoogleSignIn (9.1.0):
+    - AppAuth (~> 2.0)
+    - AppCheckCore (~> 11.0)
+    - GTMAppAuth (~> 5.0)
+    - GTMSessionFetcher/Core (~> 3.3)
+  - GoogleUtilities/Environment (8.1.0):
+    - GoogleUtilities/Privacy
+  - GoogleUtilities/Logger (8.1.0):
+    - GoogleUtilities/Environment
+    - GoogleUtilities/Privacy
+  - GoogleUtilities/Privacy (8.1.0)
+  - GoogleUtilities/UserDefaults (8.1.0):
+    - GoogleUtilities/Logger
+    - GoogleUtilities/Privacy
+  - GTMAppAuth (5.0.0):
+    - AppAuth/Core (~> 2.0)
+    - GTMSessionFetcher/Core (< 4.0, >= 3.3)
+  - GTMSessionFetcher/Core (3.5.0)
+  - hermes-engine (0.81.5):
+    - hermes-engine/Pre-built (= 0.81.5)
+  - hermes-engine/Pre-built (0.81.5)
+  - libavif/core (0.11.1)
+  - libavif/libdav1d (0.11.1):
+    - libavif/core
+    - libdav1d (>= 0.6.0)
+  - libdav1d (1.2.0)
+  - libwebp (1.5.0):
+    - libwebp/demux (= 1.5.0)
+    - libwebp/mux (= 1.5.0)
+    - libwebp/sharpyuv (= 1.5.0)
+    - libwebp/webp (= 1.5.0)
+  - libwebp/demux (1.5.0):
+    - libwebp/webp
+  - libwebp/mux (1.5.0):
+    - libwebp/demux
+  - libwebp/sharpyuv (1.5.0)
+  - libwebp/webp (1.5.0):
+    - libwebp/sharpyuv
+  - lottie-ios (4.6.0)
+  - lottie-react-native (7.3.6):
+    - hermes-engine
+    - lottie-ios (= 4.6.0)
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - MMKVCore (2.4.0)
+  - NitroMmkv (4.3.1):
+    - hermes-engine
+    - MMKVCore (= 2.4.0)
+    - NitroModules
+    - RCTRequired
+    - RCTTypeSafety
+    - React-callinvoker
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - NitroModules (0.35.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-callinvoker
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - PromisesObjC (2.4.0)
+  - RCTDeprecation (0.81.5)
+  - RCTRequired (0.81.5)
+  - RCTTypeSafety (0.81.5):
+    - FBLazyVector (= 0.81.5)
+    - RCTRequired (= 0.81.5)
+    - React-Core (= 0.81.5)
+  - React (0.81.5):
+    - React-Core (= 0.81.5)
+    - React-Core/DevSupport (= 0.81.5)
+    - React-Core/RCTWebSocket (= 0.81.5)
+    - React-RCTActionSheet (= 0.81.5)
+    - React-RCTAnimation (= 0.81.5)
+    - React-RCTBlob (= 0.81.5)
+    - React-RCTImage (= 0.81.5)
+    - React-RCTLinking (= 0.81.5)
+    - React-RCTNetwork (= 0.81.5)
+    - React-RCTSettings (= 0.81.5)
+    - React-RCTText (= 0.81.5)
+    - React-RCTVibration (= 0.81.5)
+  - React-callinvoker (0.81.5)
+  - React-Core (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default (= 0.81.5)
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core-prebuilt (0.81.5):
+    - ReactNativeDependencies
+  - React-Core/CoreModulesHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/Default (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/DevSupport (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default (= 0.81.5)
+    - React-Core/RCTWebSocket (= 0.81.5)
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTActionSheetHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTAnimationHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTBlobHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTImageHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTLinkingHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTNetworkHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTSettingsHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTTextHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTVibrationHeaders (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-Core/RCTWebSocket (0.81.5):
+    - hermes-engine
+    - RCTDeprecation
+    - React-Core-prebuilt
+    - React-Core/Default (= 0.81.5)
+    - React-cxxreact
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsitooling
+    - React-perflogger
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-CoreModules (0.81.5):
+    - RCTTypeSafety (= 0.81.5)
+    - React-Core-prebuilt
+    - React-Core/CoreModulesHeaders (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectortracing
+    - React-NativeModulesApple
+    - React-RCTBlob
+    - React-RCTFBReactNativeSpec
+    - React-RCTImage (= 0.81.5)
+    - React-runtimeexecutor
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-cxxreact (0.81.5):
+    - hermes-engine
+    - React-callinvoker (= 0.81.5)
+    - React-Core-prebuilt
+    - React-debug (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectortracing
+    - React-logger (= 0.81.5)
+    - React-perflogger (= 0.81.5)
+    - React-runtimeexecutor
+    - React-timing (= 0.81.5)
+    - ReactNativeDependencies
+  - React-debug (0.81.5)
+  - React-defaultsnativemodule (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-domnativemodule
+    - React-featureflagsnativemodule
+    - React-idlecallbacksnativemodule
+    - React-jsi
+    - React-jsiexecutor
+    - React-microtasksnativemodule
+    - React-RCTFBReactNativeSpec
+    - ReactNativeDependencies
+  - React-domnativemodule (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-Fabric
+    - React-Fabric/bridging
+    - React-FabricComponents
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-RCTFBReactNativeSpec
+    - React-runtimeexecutor
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-Fabric (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric/animations (= 0.81.5)
+    - React-Fabric/attributedstring (= 0.81.5)
+    - React-Fabric/bridging (= 0.81.5)
+    - React-Fabric/componentregistry (= 0.81.5)
+    - React-Fabric/componentregistrynative (= 0.81.5)
+    - React-Fabric/components (= 0.81.5)
+    - React-Fabric/consistency (= 0.81.5)
+    - React-Fabric/core (= 0.81.5)
+    - React-Fabric/dom (= 0.81.5)
+    - React-Fabric/imagemanager (= 0.81.5)
+    - React-Fabric/leakchecker (= 0.81.5)
+    - React-Fabric/mounting (= 0.81.5)
+    - React-Fabric/observers (= 0.81.5)
+    - React-Fabric/scheduler (= 0.81.5)
+    - React-Fabric/telemetry (= 0.81.5)
+    - React-Fabric/templateprocessor (= 0.81.5)
+    - React-Fabric/uimanager (= 0.81.5)
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/animations (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/attributedstring (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/bridging (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/componentregistry (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/componentregistrynative (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/components (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric/components/legacyviewmanagerinterop (= 0.81.5)
+    - React-Fabric/components/root (= 0.81.5)
+    - React-Fabric/components/scrollview (= 0.81.5)
+    - React-Fabric/components/view (= 0.81.5)
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/components/legacyviewmanagerinterop (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/components/root (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/components/scrollview (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/components/view (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-renderercss
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-Fabric/consistency (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/core (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/dom (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/imagemanager (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/leakchecker (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/mounting (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/observers (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric/observers/events (= 0.81.5)
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/observers/events (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/scheduler (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric/observers/events
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-performancetimeline
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/telemetry (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/templateprocessor (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/uimanager (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric/uimanager/consistency (= 0.81.5)
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererconsistency
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-Fabric/uimanager/consistency (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-rendererconsistency
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-FabricComponents (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-FabricComponents/components (= 0.81.5)
+    - React-FabricComponents/textlayoutmanager (= 0.81.5)
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-FabricComponents/components/inputaccessory (= 0.81.5)
+    - React-FabricComponents/components/iostextinput (= 0.81.5)
+    - React-FabricComponents/components/modal (= 0.81.5)
+    - React-FabricComponents/components/rncore (= 0.81.5)
+    - React-FabricComponents/components/safeareaview (= 0.81.5)
+    - React-FabricComponents/components/scrollview (= 0.81.5)
+    - React-FabricComponents/components/switch (= 0.81.5)
+    - React-FabricComponents/components/text (= 0.81.5)
+    - React-FabricComponents/components/textinput (= 0.81.5)
+    - React-FabricComponents/components/unimplementedview (= 0.81.5)
+    - React-FabricComponents/components/virtualview (= 0.81.5)
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/inputaccessory (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/iostextinput (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/modal (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/rncore (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/safeareaview (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/scrollview (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/switch (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/text (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/textinput (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/unimplementedview (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/components/virtualview (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricComponents/textlayoutmanager (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-logger
+    - React-RCTFBReactNativeSpec
+    - React-rendererdebug
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - React-FabricImage (0.81.5):
+    - hermes-engine
+    - RCTRequired (= 0.81.5)
+    - RCTTypeSafety (= 0.81.5)
+    - React-Core-prebuilt
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-jsiexecutor (= 0.81.5)
+    - React-logger
+    - React-rendererdebug
+    - React-utils
+    - ReactCommon
+    - ReactNativeDependencies
+    - Yoga
+  - React-featureflags (0.81.5):
+    - React-Core-prebuilt
+    - ReactNativeDependencies
+  - React-featureflagsnativemodule (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-featureflags
+    - React-jsi
+    - React-jsiexecutor
+    - React-RCTFBReactNativeSpec
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-graphics (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-jsi
+    - React-jsiexecutor
+    - React-utils
+    - ReactNativeDependencies
+  - React-hermes (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-cxxreact (= 0.81.5)
+    - React-jsi
+    - React-jsiexecutor (= 0.81.5)
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectortracing
+    - React-perflogger (= 0.81.5)
+    - React-runtimeexecutor
+    - ReactNativeDependencies
+  - React-idlecallbacksnativemodule (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-jsi
+    - React-jsiexecutor
+    - React-RCTFBReactNativeSpec
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-ImageManager (0.81.5):
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-debug
+    - React-Fabric
+    - React-graphics
+    - React-rendererdebug
+    - React-utils
+    - ReactNativeDependencies
+  - React-jserrorhandler (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-jsi
+    - ReactCommon/turbomodule/bridging
+    - ReactNativeDependencies
+  - React-jsi (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - ReactNativeDependencies
+  - React-jsiexecutor (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-cxxreact (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectortracing
+    - React-perflogger (= 0.81.5)
+    - React-runtimeexecutor
+    - ReactNativeDependencies
+  - React-jsinspector (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-featureflags
+    - React-jsi
+    - React-jsinspectorcdp
+    - React-jsinspectornetwork
+    - React-jsinspectortracing
+    - React-oscompat
+    - React-perflogger (= 0.81.5)
+    - React-runtimeexecutor
+    - ReactNativeDependencies
+  - React-jsinspectorcdp (0.81.5):
+    - React-Core-prebuilt
+    - ReactNativeDependencies
+  - React-jsinspectornetwork (0.81.5):
+    - React-Core-prebuilt
+    - React-featureflags
+    - React-jsinspectorcdp
+    - React-performancetimeline
+    - React-timing
+    - ReactNativeDependencies
+  - React-jsinspectortracing (0.81.5):
+    - React-Core-prebuilt
+    - React-oscompat
+    - React-timing
+    - ReactNativeDependencies
+  - React-jsitooling (0.81.5):
+    - React-Core-prebuilt
+    - React-cxxreact (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectortracing
+    - React-runtimeexecutor
+    - ReactNativeDependencies
+  - React-jsitracing (0.81.5):
+    - React-jsi
+  - React-logger (0.81.5):
+    - React-Core-prebuilt
+    - ReactNativeDependencies
+  - React-Mapbuffer (0.81.5):
+    - React-Core-prebuilt
+    - React-debug
+    - ReactNativeDependencies
+  - React-microtasksnativemodule (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-jsi
+    - React-jsiexecutor
+    - React-RCTFBReactNativeSpec
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - react-native-safe-area-context (5.6.2):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - react-native-safe-area-context/common (= 5.6.2)
+    - react-native-safe-area-context/fabric (= 5.6.2)
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - react-native-safe-area-context/common (5.6.2):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - react-native-safe-area-context/fabric (5.6.2):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - react-native-safe-area-context/common
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - react-native-skia (2.2.12):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React
+    - React-callinvoker
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - react-native-slider (5.0.1):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - react-native-slider/common (= 5.0.1)
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - react-native-slider/common (5.0.1):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - react-native-voice (3.2.4):
+    - React-Core
+  - React-NativeModulesApple (0.81.5):
+    - hermes-engine
+    - React-callinvoker
+    - React-Core
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-featureflags
+    - React-jsi
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-runtimeexecutor
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - React-oscompat (0.81.5)
+  - React-perflogger (0.81.5):
+    - React-Core-prebuilt
+    - ReactNativeDependencies
+  - React-performancetimeline (0.81.5):
+    - React-Core-prebuilt
+    - React-featureflags
+    - React-jsinspectortracing
+    - React-perflogger
+    - React-timing
+    - ReactNativeDependencies
+  - React-RCTActionSheet (0.81.5):
+    - React-Core/RCTActionSheetHeaders (= 0.81.5)
+  - React-RCTAnimation (0.81.5):
+    - RCTTypeSafety
+    - React-Core-prebuilt
+    - React-Core/RCTAnimationHeaders
+    - React-featureflags
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-RCTAppDelegate (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-CoreModules
+    - React-debug
+    - React-defaultsnativemodule
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-hermes
+    - React-jsitooling
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-RCTFBReactNativeSpec
+    - React-RCTImage
+    - React-RCTNetwork
+    - React-RCTRuntime
+    - React-rendererdebug
+    - React-RuntimeApple
+    - React-RuntimeCore
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-RCTBlob (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-Core/RCTBlobHeaders
+    - React-Core/RCTWebSocket
+    - React-jsi
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec
+    - React-RCTNetwork
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-RCTFabric (0.81.5):
+    - hermes-engine
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-FabricComponents
+    - React-FabricImage
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectornetwork
+    - React-jsinspectortracing
+    - React-performancetimeline
+    - React-RCTAnimation
+    - React-RCTFBReactNativeSpec
+    - React-RCTImage
+    - React-RCTText
+    - React-rendererconsistency
+    - React-renderercss
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+    - Yoga
+  - React-RCTFBReactNativeSpec (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec/components (= 0.81.5)
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-RCTFBReactNativeSpec/components (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-NativeModulesApple
+    - React-rendererdebug
+    - React-utils
+    - ReactCommon
+    - ReactNativeDependencies
+    - Yoga
+  - React-RCTImage (0.81.5):
+    - RCTTypeSafety
+    - React-Core-prebuilt
+    - React-Core/RCTImageHeaders
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec
+    - React-RCTNetwork
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-RCTLinking (0.81.5):
+    - React-Core/RCTLinkingHeaders (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec
+    - ReactCommon
+    - ReactCommon/turbomodule/core (= 0.81.5)
+  - React-RCTNetwork (0.81.5):
+    - RCTTypeSafety
+    - React-Core-prebuilt
+    - React-Core/RCTNetworkHeaders
+    - React-featureflags
+    - React-jsi
+    - React-jsinspectorcdp
+    - React-jsinspectornetwork
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-RCTRuntime (0.81.5):
+    - hermes-engine
+    - React-Core
+    - React-Core-prebuilt
+    - React-jsi
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectortracing
+    - React-jsitooling
+    - React-RuntimeApple
+    - React-RuntimeCore
+    - React-runtimeexecutor
+    - React-RuntimeHermes
+    - ReactNativeDependencies
+  - React-RCTSettings (0.81.5):
+    - RCTTypeSafety
+    - React-Core-prebuilt
+    - React-Core/RCTSettingsHeaders
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-RCTText (0.81.5):
+    - React-Core/RCTTextHeaders (= 0.81.5)
+    - Yoga
+  - React-RCTVibration (0.81.5):
+    - React-Core-prebuilt
+    - React-Core/RCTVibrationHeaders
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFBReactNativeSpec
+    - ReactCommon
+    - ReactNativeDependencies
+  - React-rendererconsistency (0.81.5)
+  - React-renderercss (0.81.5):
+    - React-debug
+    - React-utils
+  - React-rendererdebug (0.81.5):
+    - React-Core-prebuilt
+    - React-debug
+    - ReactNativeDependencies
+  - React-RuntimeApple (0.81.5):
+    - hermes-engine
+    - React-callinvoker
+    - React-Core-prebuilt
+    - React-Core/Default
+    - React-CoreModules
+    - React-cxxreact
+    - React-featureflags
+    - React-jserrorhandler
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsitooling
+    - React-Mapbuffer
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-RCTFBReactNativeSpec
+    - React-RuntimeCore
+    - React-runtimeexecutor
+    - React-RuntimeHermes
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+  - React-RuntimeCore (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-Fabric
+    - React-featureflags
+    - React-jserrorhandler
+    - React-jsi
+    - React-jsiexecutor
+    - React-jsinspector
+    - React-jsitooling
+    - React-performancetimeline
+    - React-runtimeexecutor
+    - React-runtimescheduler
+    - React-utils
+    - ReactNativeDependencies
+  - React-runtimeexecutor (0.81.5):
+    - React-Core-prebuilt
+    - React-debug
+    - React-featureflags
+    - React-jsi (= 0.81.5)
+    - React-utils
+    - ReactNativeDependencies
+  - React-RuntimeHermes (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-featureflags
+    - React-hermes
+    - React-jsi
+    - React-jsinspector
+    - React-jsinspectorcdp
+    - React-jsinspectortracing
+    - React-jsitooling
+    - React-jsitracing
+    - React-RuntimeCore
+    - React-runtimeexecutor
+    - React-utils
+    - ReactNativeDependencies
+  - React-runtimescheduler (0.81.5):
+    - hermes-engine
+    - React-callinvoker
+    - React-Core-prebuilt
+    - React-cxxreact
+    - React-debug
+    - React-featureflags
+    - React-jsi
+    - React-jsinspectortracing
+    - React-performancetimeline
+    - React-rendererconsistency
+    - React-rendererdebug
+    - React-runtimeexecutor
+    - React-timing
+    - React-utils
+    - ReactNativeDependencies
+  - React-timing (0.81.5):
+    - React-debug
+  - React-utils (0.81.5):
+    - hermes-engine
+    - React-Core-prebuilt
+    - React-debug
+    - React-jsi (= 0.81.5)
+    - ReactNativeDependencies
+  - ReactAppDependencyProvider (0.81.5):
+    - ReactCodegen
+  - ReactCodegen (0.81.5):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-FabricImage
+    - React-featureflags
+    - React-graphics
+    - React-jsi
+    - React-jsiexecutor
+    - React-NativeModulesApple
+    - React-RCTAppDelegate
+    - React-rendererdebug
+    - React-utils
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+  - ReactCommon (0.81.5):
+    - React-Core-prebuilt
+    - ReactCommon/turbomodule (= 0.81.5)
+    - ReactNativeDependencies
+  - ReactCommon/turbomodule (0.81.5):
+    - hermes-engine
+    - React-callinvoker (= 0.81.5)
+    - React-Core-prebuilt
+    - React-cxxreact (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-logger (= 0.81.5)
+    - React-perflogger (= 0.81.5)
+    - ReactCommon/turbomodule/bridging (= 0.81.5)
+    - ReactCommon/turbomodule/core (= 0.81.5)
+    - ReactNativeDependencies
+  - ReactCommon/turbomodule/bridging (0.81.5):
+    - hermes-engine
+    - React-callinvoker (= 0.81.5)
+    - React-Core-prebuilt
+    - React-cxxreact (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-logger (= 0.81.5)
+    - React-perflogger (= 0.81.5)
+    - ReactNativeDependencies
+  - ReactCommon/turbomodule/core (0.81.5):
+    - hermes-engine
+    - React-callinvoker (= 0.81.5)
+    - React-Core-prebuilt
+    - React-cxxreact (= 0.81.5)
+    - React-debug (= 0.81.5)
+    - React-featureflags (= 0.81.5)
+    - React-jsi (= 0.81.5)
+    - React-logger (= 0.81.5)
+    - React-perflogger (= 0.81.5)
+    - React-utils (= 0.81.5)
+    - ReactNativeDependencies
+  - ReactNativeBackgroundRemover (1.3.4):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - ReactNativeDependencies (0.81.5)
+  - RNCAsyncStorage (2.2.0):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - RNFastImage (8.13.0):
+    - hermes-engine
+    - libavif/core (~> 0.11.1)
+    - libavif/libdav1d (~> 0.11.1)
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - SDWebImage (>= 5.19.1)
+    - SDWebImageAVIFCoder (~> 0.11.0)
+    - SDWebImageSVGCoder (~> 1.7.0)
+    - SDWebImageWebPCoder (~> 0.14)
+    - Yoga
+  - RNGestureHandler (2.28.0):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - RNGoogleSignin (16.1.2):
+    - GoogleSignIn (~> 9.0)
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - RNReanimated (4.1.6):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-hermes
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - RNReanimated/reanimated (= 4.1.6)
+    - RNWorklets
+    - Yoga
+  - RNReanimated/reanimated (4.1.6):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-hermes
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - RNReanimated/reanimated/apple (= 4.1.6)
+    - RNWorklets
+    - Yoga
+  - RNReanimated/reanimated/apple (4.1.6):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-hermes
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - RNWorklets
+    - Yoga
+  - RNScreens (4.16.0):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-RCTImage
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - RNScreens/common (= 4.16.0)
+    - Yoga
+  - RNScreens/common (4.16.0):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-RCTImage
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - RNWorklets (0.5.1):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-hermes
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - RNWorklets/worklets (= 0.5.1)
+    - Yoga
+  - RNWorklets/worklets (0.5.1):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-hermes
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - RNWorklets/worklets/apple (= 0.5.1)
+    - Yoga
+  - RNWorklets/worklets/apple (0.5.1):
+    - hermes-engine
+    - RCTRequired
+    - RCTTypeSafety
+    - React-Core
+    - React-Core-prebuilt
+    - React-debug
+    - React-Fabric
+    - React-featureflags
+    - React-graphics
+    - React-hermes
+    - React-ImageManager
+    - React-jsi
+    - React-NativeModulesApple
+    - React-RCTFabric
+    - React-renderercss
+    - React-rendererdebug
+    - React-utils
+    - ReactCodegen
+    - ReactCommon/turbomodule/bridging
+    - ReactCommon/turbomodule/core
+    - ReactNativeDependencies
+    - Yoga
+  - SDWebImage (5.21.7):
+    - SDWebImage/Core (= 5.21.7)
+  - SDWebImage/Core (5.21.7)
+  - SDWebImageAVIFCoder (0.11.1):
+    - libavif/core (>= 0.11.0)
+    - SDWebImage (~> 5.10)
+  - SDWebImageSVGCoder (1.7.0):
+    - SDWebImage/Core (~> 5.6)
+  - SDWebImageWebPCoder (0.14.6):
+    - libwebp (~> 1.0)
+    - SDWebImage/Core (~> 5.17)
+  - SPAlert (4.2.0)
+  - SPIndicator (1.6.4)
+  - Yoga (0.0.0)
+  - ZXingObjC/Core (3.6.9)
+  - ZXingObjC/OneD (3.6.9):
+    - ZXingObjC/Core
+  - ZXingObjC/PDF417 (3.6.9):
+    - ZXingObjC/Core
+
+DEPENDENCIES:
+  - Burnt (from `../node_modules/burnt/ios`)
+  - EXConstants (from `../node_modules/expo-constants/ios`)
+  - EXImageLoader (from `../node_modules/expo-image-loader/ios`)
+  - Expo (from `../node_modules/expo`)
+  - "ExpoAdapterGoogleSignIn (from `../node_modules/@react-native-google-signin/google-signin/expo/ios`)"
+  - ExpoAppleAuthentication (from `../node_modules/expo-apple-authentication/ios`)
+  - ExpoAsset (from `../node_modules/expo-asset/ios`)
+  - ExpoAudio (from `../node_modules/expo-audio/ios`)
+  - ExpoBlur (from `../node_modules/expo-blur/ios`)
+  - ExpoCalendar (from `../node_modules/expo-calendar/ios`)
+  - ExpoCamera (from `../node_modules/expo-camera/ios`)
+  - ExpoClipboard (from `../node_modules/expo-clipboard/ios`)
+  - ExpoCrypto (from `../node_modules/expo-crypto/ios`)
+  - ExpoFileSystem (from `../node_modules/expo-file-system/ios`)
+  - ExpoFont (from `../node_modules/expo-font/ios`)
+  - ExpoHaptics (from `../node_modules/expo-haptics/ios`)
+  - ExpoHead (from `../node_modules/expo-router/ios`)
+  - ExpoImage (from `../node_modules/expo-image/ios`)
+  - ExpoImageManipulator (from `../node_modules/expo-image-manipulator/ios`)
+  - ExpoImagePicker (from `../node_modules/expo-image-picker/ios`)
+  - ExpoKeepAwake (from `../node_modules/expo-keep-awake/ios`)
+  - ExpoLinearGradient (from `../node_modules/expo-linear-gradient/ios`)
+  - ExpoLinking (from `../node_modules/expo-linking/ios`)
+  - ExpoLocation (from `../node_modules/expo-location/ios`)
+  - ExpoMediaLibrary (from `../node_modules/expo-media-library/ios`)
+  - ExpoModulesCore (from `../node_modules/expo-modules-core`)
+  - ExpoSplashScreen (from `../node_modules/expo-splash-screen/ios`)
+  - ExpoSystemUI (from `../node_modules/expo-system-ui/ios`)
+  - ExpoVisionBg (from `../modules/expo-vision-bg/ios`)
+  - FBLazyVector (from `../node_modules/react-native/Libraries/FBLazyVector`)
+  - hermes-engine (from `../node_modules/react-native/sdks/hermes-engine/hermes-engine.podspec`)
+  - lottie-react-native (from `../node_modules/lottie-react-native`)
+  - NitroMmkv (from `../node_modules/react-native-mmkv`)
+  - NitroModules (from `../node_modules/react-native-nitro-modules`)
+  - RCTDeprecation (from `../node_modules/react-native/ReactApple/Libraries/RCTFoundation/RCTDeprecation`)
+  - RCTRequired (from `../node_modules/react-native/Libraries/Required`)
+  - RCTTypeSafety (from `../node_modules/react-native/Libraries/TypeSafety`)
+  - React (from `../node_modules/react-native/`)
+  - React-callinvoker (from `../node_modules/react-native/ReactCommon/callinvoker`)
+  - React-Core (from `../node_modules/react-native/`)
+  - React-Core-prebuilt (from `../node_modules/react-native/React-Core-prebuilt.podspec`)
+  - React-Core/RCTWebSocket (from `../node_modules/react-native/`)
+  - React-CoreModules (from `../node_modules/react-native/React/CoreModules`)
+  - React-cxxreact (from `../node_modules/react-native/ReactCommon/cxxreact`)
+  - React-debug (from `../node_modules/react-native/ReactCommon/react/debug`)
+  - React-defaultsnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/defaults`)
+  - React-domnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/dom`)
+  - React-Fabric (from `../node_modules/react-native/ReactCommon`)
+  - React-FabricComponents (from `../node_modules/react-native/ReactCommon`)
+  - React-FabricImage (from `../node_modules/react-native/ReactCommon`)
+  - React-featureflags (from `../node_modules/react-native/ReactCommon/react/featureflags`)
+  - React-featureflagsnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/featureflags`)
+  - React-graphics (from `../node_modules/react-native/ReactCommon/react/renderer/graphics`)
+  - React-hermes (from `../node_modules/react-native/ReactCommon/hermes`)
+  - React-idlecallbacksnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/idlecallbacks`)
+  - React-ImageManager (from `../node_modules/react-native/ReactCommon/react/renderer/imagemanager/platform/ios`)
+  - React-jserrorhandler (from `../node_modules/react-native/ReactCommon/jserrorhandler`)
+  - React-jsi (from `../node_modules/react-native/ReactCommon/jsi`)
+  - React-jsiexecutor (from `../node_modules/react-native/ReactCommon/jsiexecutor`)
+  - React-jsinspector (from `../node_modules/react-native/ReactCommon/jsinspector-modern`)
+  - React-jsinspectorcdp (from `../node_modules/react-native/ReactCommon/jsinspector-modern/cdp`)
+  - React-jsinspectornetwork (from `../node_modules/react-native/ReactCommon/jsinspector-modern/network`)
+  - React-jsinspectortracing (from `../node_modules/react-native/ReactCommon/jsinspector-modern/tracing`)
+  - React-jsitooling (from `../node_modules/react-native/ReactCommon/jsitooling`)
+  - React-jsitracing (from `../node_modules/react-native/ReactCommon/hermes/executor/`)
+  - React-logger (from `../node_modules/react-native/ReactCommon/logger`)
+  - React-Mapbuffer (from `../node_modules/react-native/ReactCommon`)
+  - React-microtasksnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/microtasks`)
+  - react-native-safe-area-context (from `../node_modules/react-native-safe-area-context`)
+  - "react-native-skia (from `../node_modules/@shopify/react-native-skia`)"
+  - "react-native-slider (from `../node_modules/@react-native-community/slider`)"
+  - "react-native-voice (from `../node_modules/@react-native-voice/voice`)"
+  - React-NativeModulesApple (from `../node_modules/react-native/ReactCommon/react/nativemodule/core/platform/ios`)
+  - React-oscompat (from `../node_modules/react-native/ReactCommon/oscompat`)
+  - React-perflogger (from `../node_modules/react-native/ReactCommon/reactperflogger`)
+  - React-performancetimeline (from `../node_modules/react-native/ReactCommon/react/performance/timeline`)
+  - React-RCTActionSheet (from `../node_modules/react-native/Libraries/ActionSheetIOS`)
+  - React-RCTAnimation (from `../node_modules/react-native/Libraries/NativeAnimation`)
+  - React-RCTAppDelegate (from `../node_modules/react-native/Libraries/AppDelegate`)
+  - React-RCTBlob (from `../node_modules/react-native/Libraries/Blob`)
+  - React-RCTFabric (from `../node_modules/react-native/React`)
+  - React-RCTFBReactNativeSpec (from `../node_modules/react-native/React`)
+  - React-RCTImage (from `../node_modules/react-native/Libraries/Image`)
+  - React-RCTLinking (from `../node_modules/react-native/Libraries/LinkingIOS`)
+  - React-RCTNetwork (from `../node_modules/react-native/Libraries/Network`)
+  - React-RCTRuntime (from `../node_modules/react-native/React/Runtime`)
+  - React-RCTSettings (from `../node_modules/react-native/Libraries/Settings`)
+  - React-RCTText (from `../node_modules/react-native/Libraries/Text`)
+  - React-RCTVibration (from `../node_modules/react-native/Libraries/Vibration`)
+  - React-rendererconsistency (from `../node_modules/react-native/ReactCommon/react/renderer/consistency`)
+  - React-renderercss (from `../node_modules/react-native/ReactCommon/react/renderer/css`)
+  - React-rendererdebug (from `../node_modules/react-native/ReactCommon/react/renderer/debug`)
+  - React-RuntimeApple (from `../node_modules/react-native/ReactCommon/react/runtime/platform/ios`)
+  - React-RuntimeCore (from `../node_modules/react-native/ReactCommon/react/runtime`)
+  - React-runtimeexecutor (from `../node_modules/react-native/ReactCommon/runtimeexecutor`)
+  - React-RuntimeHermes (from `../node_modules/react-native/ReactCommon/react/runtime`)
+  - React-runtimescheduler (from `../node_modules/react-native/ReactCommon/react/renderer/runtimescheduler`)
+  - React-timing (from `../node_modules/react-native/ReactCommon/react/timing`)
+  - React-utils (from `../node_modules/react-native/ReactCommon/react/utils`)
+  - ReactAppDependencyProvider (from `build/generated/ios`)
+  - ReactCodegen (from `build/generated/ios`)
+  - ReactCommon/turbomodule/core (from `../node_modules/react-native/ReactCommon`)
+  - "ReactNativeBackgroundRemover (from `../node_modules/@six33/react-native-bg-removal`)"
+  - ReactNativeDependencies (from `../node_modules/react-native/third-party-podspecs/ReactNativeDependencies.podspec`)
+  - "RNCAsyncStorage (from `../node_modules/@react-native-async-storage/async-storage`)"
+  - "RNFastImage (from `../node_modules/@d11/react-native-fast-image`)"
+  - RNGestureHandler (from `../node_modules/react-native-gesture-handler`)
+  - "RNGoogleSignin (from `../node_modules/@react-native-google-signin/google-signin`)"
+  - RNReanimated (from `../node_modules/react-native-reanimated`)
+  - RNScreens (from `../node_modules/react-native-screens`)
+  - RNWorklets (from `../node_modules/react-native-worklets`)
+  - Yoga (from `../node_modules/react-native/ReactCommon/yoga`)
+
+SPEC REPOS:
+  trunk:
+    - AppAuth
+    - AppCheckCore
+    - GoogleSignIn
+    - GoogleUtilities
+    - GTMAppAuth
+    - GTMSessionFetcher
+    - libavif
+    - libdav1d
+    - libwebp
+    - lottie-ios
+    - MMKVCore
+    - PromisesObjC
+    - SDWebImage
+    - SDWebImageAVIFCoder
+    - SDWebImageSVGCoder
+    - SDWebImageWebPCoder
+    - SPAlert
+    - SPIndicator
+    - ZXingObjC
+
+EXTERNAL SOURCES:
+  Burnt:
+    :path: "../node_modules/burnt/ios"
+  EXConstants:
+    :path: "../node_modules/expo-constants/ios"
+  EXImageLoader:
+    :path: "../node_modules/expo-image-loader/ios"
+  Expo:
+    :path: "../node_modules/expo"
+  ExpoAdapterGoogleSignIn:
+    :path: "../node_modules/@react-native-google-signin/google-signin/expo/ios"
+  ExpoAppleAuthentication:
+    :path: "../node_modules/expo-apple-authentication/ios"
+  ExpoAsset:
+    :path: "../node_modules/expo-asset/ios"
+  ExpoAudio:
+    :path: "../node_modules/expo-audio/ios"
+  ExpoBlur:
+    :path: "../node_modules/expo-blur/ios"
+  ExpoCalendar:
+    :path: "../node_modules/expo-calendar/ios"
+  ExpoCamera:
+    :path: "../node_modules/expo-camera/ios"
+  ExpoClipboard:
+    :path: "../node_modules/expo-clipboard/ios"
+  ExpoCrypto:
+    :path: "../node_modules/expo-crypto/ios"
+  ExpoFileSystem:
+    :path: "../node_modules/expo-file-system/ios"
+  ExpoFont:
+    :path: "../node_modules/expo-font/ios"
+  ExpoHaptics:
+    :path: "../node_modules/expo-haptics/ios"
+  ExpoHead:
+    :path: "../node_modules/expo-router/ios"
+  ExpoImage:
+    :path: "../node_modules/expo-image/ios"
+  ExpoImageManipulator:
+    :path: "../node_modules/expo-image-manipulator/ios"
+  ExpoImagePicker:
+    :path: "../node_modules/expo-image-picker/ios"
+  ExpoKeepAwake:
+    :path: "../node_modules/expo-keep-awake/ios"
+  ExpoLinearGradient:
+    :path: "../node_modules/expo-linear-gradient/ios"
+  ExpoLinking:
+    :path: "../node_modules/expo-linking/ios"
+  ExpoLocation:
+    :path: "../node_modules/expo-location/ios"
+  ExpoMediaLibrary:
+    :path: "../node_modules/expo-media-library/ios"
+  ExpoModulesCore:
+    :path: "../node_modules/expo-modules-core"
+  ExpoSplashScreen:
+    :path: "../node_modules/expo-splash-screen/ios"
+  ExpoSystemUI:
+    :path: "../node_modules/expo-system-ui/ios"
+  ExpoVisionBg:
+    :path: "../modules/expo-vision-bg/ios"
+  FBLazyVector:
+    :path: "../node_modules/react-native/Libraries/FBLazyVector"
+  hermes-engine:
+    :podspec: "../node_modules/react-native/sdks/hermes-engine/hermes-engine.podspec"
+    :tag: hermes-2025-07-07-RNv0.81.0-e0fc67142ec0763c6b6153ca2bf96df815539782
+  lottie-react-native:
+    :path: "../node_modules/lottie-react-native"
+  NitroMmkv:
+    :path: "../node_modules/react-native-mmkv"
+  NitroModules:
+    :path: "../node_modules/react-native-nitro-modules"
+  RCTDeprecation:
+    :path: "../node_modules/react-native/ReactApple/Libraries/RCTFoundation/RCTDeprecation"
+  RCTRequired:
+    :path: "../node_modules/react-native/Libraries/Required"
+  RCTTypeSafety:
+    :path: "../node_modules/react-native/Libraries/TypeSafety"
+  React:
+    :path: "../node_modules/react-native/"
+  React-callinvoker:
+    :path: "../node_modules/react-native/ReactCommon/callinvoker"
+  React-Core:
+    :path: "../node_modules/react-native/"
+  React-Core-prebuilt:
+    :podspec: "../node_modules/react-native/React-Core-prebuilt.podspec"
+  React-CoreModules:
+    :path: "../node_modules/react-native/React/CoreModules"
+  React-cxxreact:
+    :path: "../node_modules/react-native/ReactCommon/cxxreact"
+  React-debug:
+    :path: "../node_modules/react-native/ReactCommon/react/debug"
+  React-defaultsnativemodule:
+    :path: "../node_modules/react-native/ReactCommon/react/nativemodule/defaults"
+  React-domnativemodule:
+    :path: "../node_modules/react-native/ReactCommon/react/nativemodule/dom"
+  React-Fabric:
+    :path: "../node_modules/react-native/ReactCommon"
+  React-FabricComponents:
+    :path: "../node_modules/react-native/ReactCommon"
+  React-FabricImage:
+    :path: "../node_modules/react-native/ReactCommon"
+  React-featureflags:
+    :path: "../node_modules/react-native/ReactCommon/react/featureflags"
+  React-featureflagsnativemodule:
+    :path: "../node_modules/react-native/ReactCommon/react/nativemodule/featureflags"
+  React-graphics:
+    :path: "../node_modules/react-native/ReactCommon/react/renderer/graphics"
+  React-hermes:
+    :path: "../node_modules/react-native/ReactCommon/hermes"
+  React-idlecallbacksnativemodule:
+    :path: "../node_modules/react-native/ReactCommon/react/nativemodule/idlecallbacks"
+  React-ImageManager:
+    :path: "../node_modules/react-native/ReactCommon/react/renderer/imagemanager/platform/ios"
+  React-jserrorhandler:
+    :path: "../node_modules/react-native/ReactCommon/jserrorhandler"
+  React-jsi:
+    :path: "../node_modules/react-native/ReactCommon/jsi"
+  React-jsiexecutor:
+    :path: "../node_modules/react-native/ReactCommon/jsiexecutor"
+  React-jsinspector:
+    :path: "../node_modules/react-native/ReactCommon/jsinspector-modern"
+  React-jsinspectorcdp:
+    :path: "../node_modules/react-native/ReactCommon/jsinspector-modern/cdp"
+  React-jsinspectornetwork:
+    :path: "../node_modules/react-native/ReactCommon/jsinspector-modern/network"
+  React-jsinspectortracing:
+    :path: "../node_modules/react-native/ReactCommon/jsinspector-modern/tracing"
+  React-jsitooling:
+    :path: "../node_modules/react-native/ReactCommon/jsitooling"
+  React-jsitracing:
+    :path: "../node_modules/react-native/ReactCommon/hermes/executor/"
+  React-logger:
+    :path: "../node_modules/react-native/ReactCommon/logger"
+  React-Mapbuffer:
+    :path: "../node_modules/react-native/ReactCommon"
+  React-microtasksnativemodule:
+    :path: "../node_modules/react-native/ReactCommon/react/nativemodule/microtasks"
+  react-native-safe-area-context:
+    :path: "../node_modules/react-native-safe-area-context"
+  react-native-skia:
+    :path: "../node_modules/@shopify/react-native-skia"
+  react-native-slider:
+    :path: "../node_modules/@react-native-community/slider"
+  react-native-voice:
+    :path: "../node_modules/@react-native-voice/voice"
+  React-NativeModulesApple:
+    :path: "../node_modules/react-native/ReactCommon/react/nativemodule/core/platform/ios"
+  React-oscompat:
+    :path: "../node_modules/react-native/ReactCommon/oscompat"
+  React-perflogger:
+    :path: "../node_modules/react-native/ReactCommon/reactperflogger"
+  React-performancetimeline:
+    :path: "../node_modules/react-native/ReactCommon/react/performance/timeline"
+  React-RCTActionSheet:
+    :path: "../node_modules/react-native/Libraries/ActionSheetIOS"
+  React-RCTAnimation:
+    :path: "../node_modules/react-native/Libraries/NativeAnimation"
+  React-RCTAppDelegate:
+    :path: "../node_modules/react-native/Libraries/AppDelegate"
+  React-RCTBlob:
+    :path: "../node_modules/react-native/Libraries/Blob"
+  React-RCTFabric:
+    :path: "../node_modules/react-native/React"
+  React-RCTFBReactNativeSpec:
+    :path: "../node_modules/react-native/React"
+  React-RCTImage:
+    :path: "../node_modules/react-native/Libraries/Image"
+  React-RCTLinking:
+    :path: "../node_modules/react-native/Libraries/LinkingIOS"
+  React-RCTNetwork:
+    :path: "../node_modules/react-native/Libraries/Network"
+  React-RCTRuntime:
+    :path: "../node_modules/react-native/React/Runtime"
+  React-RCTSettings:
+    :path: "../node_modules/react-native/Libraries/Settings"
+  React-RCTText:
+    :path: "../node_modules/react-native/Libraries/Text"
+  React-RCTVibration:
+    :path: "../node_modules/react-native/Libraries/Vibration"
+  React-rendererconsistency:
+    :path: "../node_modules/react-native/ReactCommon/react/renderer/consistency"
+  React-renderercss:
+    :path: "../node_modules/react-native/ReactCommon/react/renderer/css"
+  React-rendererdebug:
+    :path: "../node_modules/react-native/ReactCommon/react/renderer/debug"
+  React-RuntimeApple:
+    :path: "../node_modules/react-native/ReactCommon/react/runtime/platform/ios"
+  React-RuntimeCore:
+    :path: "../node_modules/react-native/ReactCommon/react/runtime"
+  React-runtimeexecutor:
+    :path: "../node_modules/react-native/ReactCommon/runtimeexecutor"
+  React-RuntimeHermes:
+    :path: "../node_modules/react-native/ReactCommon/react/runtime"
+  React-runtimescheduler:
+    :path: "../node_modules/react-native/ReactCommon/react/renderer/runtimescheduler"
+  React-timing:
+    :path: "../node_modules/react-native/ReactCommon/react/timing"
+  React-utils:
+    :path: "../node_modules/react-native/ReactCommon/react/utils"
+  ReactAppDependencyProvider:
+    :path: build/generated/ios
+  ReactCodegen:
+    :path: build/generated/ios
+  ReactCommon:
+    :path: "../node_modules/react-native/ReactCommon"
+  ReactNativeBackgroundRemover:
+    :path: "../node_modules/@six33/react-native-bg-removal"
+  ReactNativeDependencies:
+    :podspec: "../node_modules/react-native/third-party-podspecs/ReactNativeDependencies.podspec"
+  RNCAsyncStorage:
+    :path: "../node_modules/@react-native-async-storage/async-storage"
+  RNFastImage:
+    :path: "../node_modules/@d11/react-native-fast-image"
+  RNGestureHandler:
+    :path: "../node_modules/react-native-gesture-handler"
+  RNGoogleSignin:
+    :path: "../node_modules/@react-native-google-signin/google-signin"
+  RNReanimated:
+    :path: "../node_modules/react-native-reanimated"
+  RNScreens:
+    :path: "../node_modules/react-native-screens"
+  RNWorklets:
+    :path: "../node_modules/react-native-worklets"
+  Yoga:
+    :path: "../node_modules/react-native/ReactCommon/yoga"
+
+SPEC CHECKSUMS:
+  AppAuth: 1c1a8afa7e12f2ec3a294d9882dfa5ab7d3cb063
+  AppCheckCore: cc8fd0a3a230ddd401f326489c99990b013f0c4f
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+  EXConstants: fce59a631a06c4151602843667f7cfe35f81e271
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+  ExpoAdapterGoogleSignIn: ab4d9fc38cb91077a4138d178395525ec65d0c2e
+  ExpoAppleAuthentication: 9413ae9a5e631a424cc04c1b13b0694dbab7d594
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+  ExpoCrypto: e2a2c4c748aac8485e5675f027b7901f511d43ff
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+  ExpoImage: 686f972bff29525733aa13357f6691dc90aa03d8
+  ExpoImageManipulator: 607a5c8c88085381639458a46cc55fb9d3869148
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+  ExpoLinking: 8f0aaf69aa56f832913030503b6263dc6f647f37
+  ExpoLocation: d5b61cb4970fa982e39ca94246a206a0c3b812ca
+  ExpoMediaLibrary: a3093b04365b245bb23b25b6eba84eb6ab55fecb
+  ExpoModulesCore: f3da4f1ab5a8375d0beafab763739dbee8446583
+  ExpoSplashScreen: bc3cffefca2716e5f22350ca109badd7e50ec14d
+  ExpoSystemUI: 2ad325f361a2fcd96a464e8574e19935c461c9cc
+  ExpoVisionBg: 0eeec6607918804b24aff4ba868c48483a54c9bd
+  FBLazyVector: e95a291ad2dadb88e42b06e0c5fb8262de53ec12
+  GoogleSignIn: fcee2257188d5eda57a5e2b6a715550ffff9206d
+  GoogleUtilities: 00c88b9a86066ef77f0da2fab05f65d7768ed8e1
+  GTMAppAuth: 217a876b249c3c585a54fd6f73e6b58c4f5c4238
+  GTMSessionFetcher: 5aea5ba6bd522a239e236100971f10cb71b96ab6
+  hermes-engine: 9f4dfe93326146a1c99eb535b1cb0b857a3cd172
+  libavif: 84bbb62fb232c3018d6f1bab79beea87e35de7b7
+  libdav1d: 23581a4d8ec811ff171ed5e2e05cd27bad64c39f
+  libwebp: 02b23773aedb6ff1fd38cec7a77b81414c6842a8
+  lottie-ios: 8f959969761e9c45d70353667d00af0e5b9cadb3
+  lottie-react-native: 6a080b2f109ef611c75c503a33ebb8ea75db0c91
+  MMKVCore: 3d16ce9f7d411e135020915fde98a056859a1efa
+  NitroMmkv: 7a7572934538ba6748e05dffc6ee8b06caad91cc
+  NitroModules: 4623499842af916a6cb462950b024a47eef7d6ea
+  PromisesObjC: f5707f49cb48b9636751c5b2e7d227e43fba9f47
+  RCTDeprecation: 943572d4be82d480a48f4884f670135ae30bf990
+  RCTRequired: 8f3cfc90cc25cf6e420ddb3e7caaaabc57df6043
+  RCTTypeSafety: 16a4144ca3f959583ab019b57d5633df10b5e97c
+  React: 914f8695f9bf38e6418228c2ffb70021e559f92f
+  React-callinvoker: 1c0808402aee0c6d4a0d8e7220ce6547af9fba71
+  React-Core: c61410ef0ca6055e204a963992e363227e0fd1c5
+  React-Core-prebuilt: 02f0ad625ddd47463c009c2d0c5dd35c0d982599
+  React-CoreModules: 1f6d1744b5f9f2ec684a4bb5ced25370f87e5382
+  React-cxxreact: 3af79478e8187b63ffc22b794cd42d3fc1f1f2da
+  React-debug: 6328c2228e268846161f10082e80dc69eac2e90a
+  React-defaultsnativemodule: d635ef36d755321e5d6fc065bd166b2c5a0e9833
+  React-domnativemodule: dd28f6d96cd21236e020be2eff6fe0b7d4ec3b66
+  React-Fabric: 2e32c3fdbb1fbcf5fde54607e3abe453c6652ce2
+  React-FabricComponents: 5ed0cdb81f6b91656cb4d3be432feaa28a58071a
+  React-FabricImage: 2bc714f818cb24e454f5d3961864373271b2faf8
+  React-featureflags: 847642f41fa71ad4eec5e0351badebcad4fe6171
+  React-featureflagsnativemodule: c868a544b2c626fa337bcbd364b1befe749f0d3f
+  React-graphics: 192ec701def5b3f2a07db2814dfba5a44986cff6
+  React-hermes: e875778b496c86d07ab2ccaa36a9505d248a254b
+  React-idlecallbacksnativemodule: 4d57965cdf82c14ee3b337189836cd8491632b76
+  React-ImageManager: bd0b99e370b13de82c9cd15f0f08144ff3de079e
+  React-jserrorhandler: a2fdef4cbcfdcdf3fa9f5d1f7190f7fd4535248d
+  React-jsi: 89d43d1e7d4d0663f8ba67e0b39eb4e4672c27de
+  React-jsiexecutor: abe4874aaab90dfee5dec480680220b2f8af07e3
+  React-jsinspector: a0b3e051aef842b0b2be2353790ae2b2a5a65a8f
+  React-jsinspectorcdp: 6346013b2247c6263fbf5199adf4a8751e53bd89
+  React-jsinspectornetwork: 26281aa50d49fc1ec93abf981d934698fa95714f
+  React-jsinspectortracing: 55eedf6d57540507570259a778663b90060bbd6e
+  React-jsitooling: 0e001113fa56d8498aa8ac28437ac0d36348e51a
+  React-jsitracing: b713793eb8a5bbc4d86a84e9d9e5023c0f58cbaf
+  React-logger: 50fdb9a8236da90c0b1072da5c32ee03aeb5bf28
+  React-Mapbuffer: 9050ee10c19f4f7fca8963d0211b2854d624973e
+  React-microtasksnativemodule: f775db9e991c6f3b8ccbc02bfcde22770f96e23b
+  react-native-safe-area-context: 37e680fc4cace3c0030ee46e8987d24f5d3bdab2
+  react-native-skia: 05327e7acee05e7c27b68a5da0bc80d65f5d790c
+  react-native-slider: 8c562583722c396a3682f451f0b6e68e351ec3b9
+  react-native-voice: 908a0eba96c8c3d643e4f98b7232c6557d0a6f9c
+  React-NativeModulesApple: 8969913947d5b576de4ed371a939455a8daf28aa
+  React-oscompat: ce47230ed20185e91de62d8c6d139ae61763d09c
+  React-perflogger: 02b010e665772c7dcb859d85d44c1bfc5ac7c0e4
+  React-performancetimeline: 130db956b5a83aa4fb41ddf5ae68da89f3fb1526
+  React-RCTActionSheet: 0b14875b3963e9124a5a29a45bd1b22df8803916
+  React-RCTAnimation: a7b90fd2af7bb9c084428867445a1481a8cb112e
+  React-RCTAppDelegate: 3262bedd01263f140ec62b7989f4355f57cec016
+  React-RCTBlob: c17531368702f1ebed5d0ada75a7cf5915072a53
+  React-RCTFabric: 6409edd8cfdc3133b6cc75636d3b858fdb1d11ea
+  React-RCTFBReactNativeSpec: c004b27b4fa3bd85878ad2cf53de3bbec85da797
+  React-RCTImage: c68078a120d0123f4f07a5ac77bea3bb10242f32
+  React-RCTLinking: cf8f9391fe7fe471f96da3a5f0435235eca18c5b
+  React-RCTNetwork: ca31f7c879355760c2d9832a06ee35f517938a20
+  React-RCTRuntime: a6cf4a1e42754fc87f493e538f2ac6b820e45418
+  React-RCTSettings: e0e140b2ff4bf86d34e9637f6316848fc00be035
+  React-RCTText: 75915bace6f7877c03a840cc7b6c622fb62bfa6b
+  React-RCTVibration: 25f26b85e5e432bb3c256f8b384f9269e9529f25
+  React-rendererconsistency: 2dac03f448ff337235fd5820b10f81633328870d
+  React-renderercss: 477da167bb96b5ac86d30c5d295412fb853f5453
+  React-rendererdebug: 2a1798c6f3ef5f22d466df24c33653edbabb5b89
+  React-RuntimeApple: 28cf4d8eb18432f6a21abbed7d801ab7f6b6f0b4
+  React-RuntimeCore: 41bf0fd56a00de5660f222415af49879fa49c4f0
+  React-runtimeexecutor: 1afb774dde3011348e8334be69d2f57a359ea43e
+  React-RuntimeHermes: f3b158ea40e8212b1a723a68b4315e7a495c5fc6
+  React-runtimescheduler: 3e1e2bec7300bae512533107d8e54c6e5c63fe0f
+  React-timing: 6fa9883de2e41791e5dc4ec404e5e37f3f50e801
+  React-utils: 6e2035b53d087927768649a11a26c4e092448e34
+  ReactAppDependencyProvider: 1bcd3527ac0390a1c898c114f81ff954be35ed79
+  ReactCodegen: 7d4593f7591f002d137fe40cef3f6c11f13c88cc
+  ReactCommon: 08810150b1206cc44aecf5f6ae19af32f29151a8
+  ReactNativeBackgroundRemover: ca39b30be0d2cad8731bf270c9c99dff4bdcd8fc
+  ReactNativeDependencies: 71ce9c28beb282aa720ea7b46980fff9669f428a
+  RNCAsyncStorage: 3a4f5e2777dae1688b781a487923a08569e27fe4
+  RNFastImage: 2d36f4cfed9b2342f94f8591c8be69dd047ac67c
+  RNGestureHandler: 2914750df066d89bf9d8f48a10ad5f0051108ac3
+  RNGoogleSignin: 104dd7238c56fe354e4b0a8fd267f866039ffdf3
+  RNReanimated: e5c702a3e24cc1c68b2de67671713f35461678f4
+  RNScreens: d8d6f1792f6e7ac12b0190d33d8d390efc0c1845
+  RNWorklets: 76fce72926e28e304afb44f0da23b2d24f2c1fa0
+  SDWebImage: e9fc87c1aab89a8ab1bbd74eba378c6f53be8abf
+  SDWebImageAVIFCoder: afe194a084e851f70228e4be35ef651df0fc5c57
+  SDWebImageSVGCoder: 15a300a97ec1c8ac958f009c02220ac0402e936c
+  SDWebImageWebPCoder: e38c0a70396191361d60c092933e22c20d5b1380
+  SPAlert: 735da1f16a887e294719217572ce1f936d8c8782
+  SPIndicator: 93e0a4fb23de51294ac48e874c0f081a5e293e4f
+  Yoga: 5934998fbeaef7845dbf698f698518695ab4cd1a
+  ZXingObjC: 8898711ab495761b2dbbdec76d90164a6d7e14c5
+
+PODFILE CHECKSUM: 4d8ef8de82577af547fceaf8bf7b5a5ff2ccd236
+
+COCOAPODS: 1.16.2
diff --git a/ios/Podfile.properties.json b/ios/Podfile.properties.json
new file mode 100644
index 0000000..e467f15
--- /dev/null
+++ b/ios/Podfile.properties.json
@@ -0,0 +1,8 @@
+{
+  "expo.jsEngine": "hermes",
+  "EX_DEV_CLIENT_NETWORK_INSPECTOR": "true",
+  "newArchEnabled": "true",
+  "ios.deploymentTarget": "17.0",
+  "ios.forceStaticLinking": "[]",
+  "apple.privacyManifestAggregationEnabled": "true"
+}

From 885da4a547fa67c195b4b5b41e25dee4a6a635bd Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 22 May 2026 02:45:14 -0500
Subject: [PATCH 91/93] feat: add launch analytics and motion polish

---
 app/(auth)/login.tsx                          |  11 +-
 app/(auth)/register.tsx                       |   8 +
 app/(onboarding)/index.tsx                    |  11 ++
 app/(tabs)/_layout.tsx                        |  17 +-
 app/(tabs)/calendar.tsx                       | 141 ++++++++-------
 app/(tabs)/index.tsx                          |  99 +++++++----
 app/(tabs)/laundry.tsx                        |  23 ++-
 app/(tabs)/studio.tsx                         |  12 +-
 app/_layout.tsx                               |  54 +++++-
 app/profile/my-looks.tsx                      |  22 +--
 firestore.rules                               |  22 +++
 src/auth/appleAuth.ts                         |  19 +-
 src/auth/googleAuth.ts                        |  19 +-
 src/auth/googleAuth.web.ts                    |  19 +-
 .../motion/AuraAnimatedListItem.tsx           |  28 +++
 src/components/motion/AuraAnimatedSection.tsx |  33 ++++
 src/components/motion/index.ts                |   4 +
 src/constants/motion.ts                       |  83 +++++++++
 src/lib/analytics.ts                          | 165 ++++++++++++++++++
 src/lib/firebaseConfig.ts                     |  93 +++++++++-
 src/lib/uploadImage.ts                        | 155 ++++++++--------
 21 files changed, 830 insertions(+), 208 deletions(-)
 create mode 100644 src/components/motion/AuraAnimatedListItem.tsx
 create mode 100644 src/components/motion/AuraAnimatedSection.tsx
 create mode 100644 src/components/motion/index.ts
 create mode 100644 src/constants/motion.ts
 create mode 100644 src/lib/analytics.ts

diff --git a/app/(auth)/login.tsx b/app/(auth)/login.tsx
index 67bbd89..bd4bf76 100644
--- a/app/(auth)/login.tsx
+++ b/app/(auth)/login.tsx
@@ -15,6 +15,7 @@ import { getAuthErrorMessage } from "@/src/auth/authErrors";
 import { signInWithApple } from "@/src/auth/appleAuth";
 import { signInWithGoogle } from "@/src/auth/googleAuth";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
+import { trackLaunchEvent } from "@/src/lib/analytics";
 import { auth } from "@/src/lib/firebase";
 
 function normalize(value: string) {
@@ -109,7 +110,15 @@ export default function LoginScreen() {
 
     try {
       setLoading(true);
-      await signInWithEmailAndPassword(auth, normalizedEmail, password);
+      const credential = await signInWithEmailAndPassword(auth, normalizedEmail, password);
+      void trackLaunchEvent({
+        userId: credential.user.uid,
+        eventName: "auth_sign_in_succeeded",
+        properties: {
+          provider: "password",
+          isNewUser: false,
+        },
+      });
     } catch (error: any) {
       Alert.alert("Sign in failed", getAuthErrorMessage(error));
     } finally {
diff --git a/app/(auth)/register.tsx b/app/(auth)/register.tsx
index b626188..50152bf 100644
--- a/app/(auth)/register.tsx
+++ b/app/(auth)/register.tsx
@@ -11,6 +11,7 @@ import {
 } from "@/src/components/auth/AuthScaffold";
 import { getAuthErrorMessage } from "@/src/auth/authErrors";
 import { auth } from "@/src/lib/firebase";
+import { trackLaunchEvent } from "@/src/lib/analytics";
 import { EMPTY_USER_PROFILE_PREFERENCES, saveUserAccountProfile, saveUserProfilePreferences } from "@/src/lib/userProfile";
 
 function normalize(value: string) {
@@ -52,6 +53,13 @@ export default function RegisterScreen() {
           onboardingCompleted: false,
         }),
       ]);
+      void trackLaunchEvent({
+        userId: credential.user.uid,
+        eventName: "auth_signed_up",
+        properties: {
+          provider: "password",
+        },
+      });
       router.replace("/(onboarding)");
     } catch (error: any) {
       Alert.alert("Create account failed", getAuthErrorMessage(error));
diff --git a/app/(onboarding)/index.tsx b/app/(onboarding)/index.tsx
index 0bf8828..7785336 100644
--- a/app/(onboarding)/index.tsx
+++ b/app/(onboarding)/index.tsx
@@ -33,6 +33,7 @@ import {
   saveUserAccountProfile,
   saveUserProfilePreferences,
 } from "@/src/lib/userProfile";
+import { trackLaunchEvent } from "@/src/lib/analytics";
 import {
   FIT_OPTIONS,
   BUDGET_OPTIONS,
@@ -313,6 +314,16 @@ export default function OnboardingScreen() {
           null,
       });
       await saveUserProfilePreferences(user.uid, profileToSave);
+      void trackLaunchEvent({
+        userId: user.uid,
+        eventName: "onboarding_completed",
+        properties: {
+          goalsCount: goals.length,
+          styleAestheticCount: normalizedSizingDraft.styleAesthetics.length,
+          categoryCount: normalizedSizingDraft.selectedCategories.length,
+          unitsPreference: draft.unitsPreference,
+        },
+      });
       router.replace("/(tabs)");
     } catch (error) {
       const message = messageForOnboardingSaveError(error);
diff --git a/app/(tabs)/_layout.tsx b/app/(tabs)/_layout.tsx
index 7c9dea4..d20e9c1 100644
--- a/app/(tabs)/_layout.tsx
+++ b/app/(tabs)/_layout.tsx
@@ -1,6 +1,7 @@
 import { Tabs } from 'expo-router';
 import React from 'react';
 import FloatingGlassTabBar from '@/components/FloatingGlassTabBar';
+import { MotionDurations } from '@/src/constants/motion';
 
 export default function TabLayout() {
   return (
@@ -9,7 +10,13 @@ export default function TabLayout() {
       screenOptions={{
         headerShown: false,
         tabBarHideOnKeyboard: true,
-        animation: 'none',
+        animation: 'fade',
+        transitionSpec: {
+          animation: 'timing',
+          config: {
+            duration: MotionDurations.sm,
+          },
+        },
       }}>
       <Tabs.Screen
         name="index"
@@ -45,28 +52,28 @@ export default function TabLayout() {
         name="add"
         options={{
          href: null,
-         animation: 'none',
+         animation: 'fade',
         }}
       />
       <Tabs.Screen
         name="item/[id]"
         options={{
          href: null,
-         animation: 'none',
+         animation: 'fade',
         }}
         />
       <Tabs.Screen
         name="laundry"
         options={{
          href: null,
-         animation: 'none',
+         animation: 'fade',
         }}
       />
       <Tabs.Screen
         name="studio"
         options={{
          href: null,
-         animation: 'none',
+         animation: 'fade',
         }}
       />
     </Tabs>
diff --git a/app/(tabs)/calendar.tsx b/app/(tabs)/calendar.tsx
index c082041..c32a193 100644
--- a/app/(tabs)/calendar.tsx
+++ b/app/(tabs)/calendar.tsx
@@ -18,6 +18,7 @@ import DateRail from "@/src/components/calendar/DateRail";
 import DayContextCard from "@/src/components/calendar/DayContextCard";
 import SwapSheet from "@/src/components/calendar/SwapSheet";
 import TimelineCard from "@/src/components/calendar/TimelineCard";
+import { AuraAnimatedSection } from "@/src/components/motion";
 import {
   auraButtonStyle,
   auraButtonTextStyle,
@@ -893,84 +894,92 @@ export default function CalendarScreen() {
           weatherByDate={dateRailWeather}
         />
 
-        <DayContextCard
-          greeting={greeting}
-          timeLabel={timeLabel}
-          eventSummary={contextEventSummary}
-          weatherSummary={weatherSummary}
-          suggestion={daySuggestion}
-          streak={streak}
-          weatherPermission={weather.permission}
-          weatherState={weather.state}
-          onWeatherAction={onWeatherAction}
-        />
-
-        <SectionHeader icon="calendar" title="Agenda" />
-        <AgendaCard
-          permission={events.permission}
-          state={events.state}
-          events={events.events}
-          moreCount={events.moreCount}
-          timelineVibe={timelineVibe}
-          onPermissionAction={onCalendarAction}
-        />
+        <AuraAnimatedSection index={0} withLayout>
+          <DayContextCard
+            greeting={greeting}
+            timeLabel={timeLabel}
+            eventSummary={contextEventSummary}
+            weatherSummary={weatherSummary}
+            suggestion={daySuggestion}
+            streak={streak}
+            weatherPermission={weather.permission}
+            weatherState={weather.state}
+            onWeatherAction={onWeatherAction}
+          />
+        </AuraAnimatedSection>
+
+        <AuraAnimatedSection index={1} withLayout>
+          <SectionHeader icon="calendar" title="Agenda" />
+          <AgendaCard
+            permission={events.permission}
+            state={events.state}
+            events={events.events}
+            moreCount={events.moreCount}
+            timelineVibe={timelineVibe}
+            onPermissionAction={onCalendarAction}
+          />
+        </AuraAnimatedSection>
 
         {events.events.length ? (
-          <>
+          <AuraAnimatedSection index={2} withLayout>
             <View style={themedStyles.sectionGap} />
             <View style={themedStyles.timelineQuiet}>
               <TimelineCard events={events.events} />
             </View>
-          </>
+          </AuraAnimatedSection>
         ) : null}
 
         <View style={themedStyles.sectionGap} />
-        <SectionHeader icon="sparkles" title="Outfit for this date" />
-        {isPast && !record?.wornOutfit ? (
-          <View style={[themedStyles.card, themedStyles.emptyDayCard]}>
-            <Text style={themedStyles.emptyDayTitle}>No outfit logged</Text>
-            <Text style={themedStyles.muted}>
-              Nothing was marked worn for {selectedDateLabel}.
-            </Text>
-            <Pressable style={themedStyles.planCta} onPress={() => setSelectedLookId("casual")}>
-              <Text style={themedStyles.planCtaText}>Plan an outfit</Text>
-            </Pressable>
-          </View>
-        ) : (
-          <DailyOutfitCard
-            dateLabel={selectedDateLabel}
-            isPastDate={isPast}
-            record={record}
-            looks={looks}
-            selectedLookId={selectedLookId}
-            itemsById={itemsById}
-            thinking={aiThinking}
-            onSelectLook={onSelectLook}
-            onUseOutfit={onUseOutfit}
-            onWhy={() => setWhyOpen(true)}
-            onMarkWorn={onMarkWorn}
-            onClearPlan={onClearPlan}
-            onCopyPlan={onOpenCopyPicker}
-            onSwapSlot={onSwapSlot}
-          />
-        )}
+        <AuraAnimatedSection index={3} withLayout>
+          <SectionHeader icon="sparkles" title="Outfit for this date" />
+          {isPast && !record?.wornOutfit ? (
+            <View style={[themedStyles.card, themedStyles.emptyDayCard]}>
+              <Text style={themedStyles.emptyDayTitle}>No outfit logged</Text>
+              <Text style={themedStyles.muted}>
+                Nothing was marked worn for {selectedDateLabel}.
+              </Text>
+              <Pressable style={themedStyles.planCta} onPress={() => setSelectedLookId("casual")}>
+                <Text style={themedStyles.planCtaText}>Plan an outfit</Text>
+              </Pressable>
+            </View>
+          ) : (
+            <DailyOutfitCard
+              dateLabel={selectedDateLabel}
+              isPastDate={isPast}
+              record={record}
+              looks={looks}
+              selectedLookId={selectedLookId}
+              itemsById={itemsById}
+              thinking={aiThinking}
+              onSelectLook={onSelectLook}
+              onUseOutfit={onUseOutfit}
+              onWhy={() => setWhyOpen(true)}
+              onMarkWorn={onMarkWorn}
+              onClearPlan={onClearPlan}
+              onCopyPlan={onOpenCopyPicker}
+              onSwapSlot={onSwapSlot}
+            />
+          )}
+        </AuraAnimatedSection>
 
         <View style={themedStyles.sectionGap} />
-        <SectionHeader icon="chart.bar.xaxis" title="Wardrobe rhythm" />
-        <View style={[themedStyles.card, themedStyles.insightsQuietCard]}>
-          <View style={themedStyles.weekBars}>
-            {weeklyFlags.map((value, index) => (
-              <View key={`week-${index}`} style={themedStyles.weekBarTrack}>
-                <AnimatedWeekBar active={Boolean(value)} index={index} />
-              </View>
-            ))}
-          </View>
-          <View style={themedStyles.insightsList}>
-            {weeklyInsights.map((line) => (
-              <Text key={line} style={themedStyles.muted}>{line}</Text>
-            ))}
+        <AuraAnimatedSection index={4} withLayout>
+          <SectionHeader icon="chart.bar.xaxis" title="Wardrobe rhythm" />
+          <View style={[themedStyles.card, themedStyles.insightsQuietCard]}>
+            <View style={themedStyles.weekBars}>
+              {weeklyFlags.map((value, index) => (
+                <View key={`week-${index}`} style={themedStyles.weekBarTrack}>
+                  <AnimatedWeekBar active={Boolean(value)} index={index} />
+                </View>
+              ))}
+            </View>
+            <View style={themedStyles.insightsList}>
+              {weeklyInsights.map((line) => (
+                <Text key={line} style={themedStyles.muted}>{line}</Text>
+              ))}
+            </View>
           </View>
-        </View>
+        </AuraAnimatedSection>
 
         {loadingItems ? <CalendarStatusSkeleton /> : null}
         {saving ? <Text style={themedStyles.muted}>Saving worn status…</Text> : null}
diff --git a/app/(tabs)/index.tsx b/app/(tabs)/index.tsx
index bdbbcb4..6391ea6 100644
--- a/app/(tabs)/index.tsx
+++ b/app/(tabs)/index.tsx
@@ -4,7 +4,6 @@ import { router, useFocusEffect } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
 import {
   Alert,
-  Animated,
   InteractionManager,
   RefreshControl,
   ScrollView,
@@ -17,6 +16,7 @@ import ContinueChatCard from "@/src/components/home/ContinueChatCard";
 import AuraPressable from "@/src/components/aura/AuraPressable";
 import AuraLookModule from "@/src/components/home/AuraLookModule";
 import HomeHero from "@/src/components/home/HomeHero";
+import { AuraAnimatedSection } from "@/src/components/motion";
 import QuickActionRail, { type QuickActionItem } from "@/src/components/home/QuickActionRail";
 import ShopOptionsSheet from "@/src/components/shop/ShopOptionsSheet";
 import SmartToolsGrid, { type SmartTool } from "@/src/components/home/SmartToolsGrid";
@@ -35,6 +35,7 @@ import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { buildVisiblePreferenceHint, loadAssistantProfile } from "@/src/lib/assistantMemory";
 import { loadChatMessages, loadLatestChatThread, type AIChatThread } from "@/src/lib/aiChats";
 import { askAuraStream, isAuraStreamAbortError } from "@/src/lib/aura";
+import { analyticsErrorProperties, trackLaunchEvent } from "@/src/lib/analytics";
 import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
 import { loadLatestSavedAuraLook } from "@/src/lib/auraLooks";
 import { generateAuraSwipeBatch } from "@/src/lib/auraSwipe";
@@ -81,30 +82,10 @@ function RevealSection({
   delay: number;
   children: React.ReactNode;
 }) {
-  const opacity = useRef(new Animated.Value(0)).current;
-  const translateY = useRef(new Animated.Value(18)).current;
-
-  useEffect(() => {
-    Animated.parallel([
-      Animated.timing(opacity, {
-        toValue: 1,
-        duration: 320,
-        delay,
-        useNativeDriver: true,
-      }),
-      Animated.timing(translateY, {
-        toValue: 0,
-        duration: 360,
-        delay,
-        useNativeDriver: true,
-      }),
-    ]).start();
-  }, [delay, opacity, translateY]);
-
   return (
-    <Animated.View style={{ opacity, transform: [{ translateY }] }}>
+    <AuraAnimatedSection index={Math.max(0, Math.round(delay / 50))} withLayout>
       {children}
-    </Animated.View>
+    </AuraAnimatedSection>
   );
 }
 
@@ -766,6 +747,16 @@ export default function HomeScreen() {
       }) ?? looks[0] ?? null;
 
     setRegeneratingLook(true);
+    const startedAt = Date.now();
+    void trackLaunchEvent({
+      userId: uid,
+      eventName: "ai_request_started",
+      properties: {
+        source: "home_regenerate_look",
+        closetItemCount: items.length,
+        previousLookItemCount: previousLookItemIds.length,
+      },
+    });
     try {
       try {
         const batch = await generateAuraSwipeBatch({
@@ -801,6 +792,17 @@ export default function HomeScreen() {
             look: batchLook,
             lookOptions: batchLooks,
           });
+          void trackLaunchEvent({
+            userId: uid,
+            eventName: "outfit_generated",
+            properties: {
+              source: "home_regenerate_look",
+              provider: "generateAuraSwipeBatch",
+              elapsedMs: Date.now() - startedAt,
+              lookCount: batchLooks.length,
+              closetItemCount: items.length,
+            },
+          });
           return;
         }
       } catch {
@@ -846,8 +848,29 @@ export default function HomeScreen() {
         look: regeneratedLook,
         lookOptions: result.lookOptions?.length ? result.lookOptions : [regeneratedLook],
       });
+      void trackLaunchEvent({
+        userId: uid,
+        eventName: "outfit_generated",
+        properties: {
+          source: "home_regenerate_look",
+          provider: "askAuraStream",
+          elapsedMs: Date.now() - startedAt,
+          lookCount: Math.max(result.look ? 1 : 0, result.lookOptions?.length ?? 0),
+          closetItemCount: items.length,
+        },
+      });
     } catch (error: any) {
       if (isAuraStreamAbortError(error)) return;
+      void trackLaunchEvent({
+        userId: uid,
+        eventName: "ai_response_failed",
+        properties: {
+          source: "home_regenerate_look",
+          elapsedMs: Date.now() - startedAt,
+          closetItemCount: items.length,
+          ...analyticsErrorProperties(error),
+        },
+      });
       Alert.alert("AURA", error?.message ?? "Unable to regenerate this outfit right now.");
     } finally {
       setRegeneratingLook(false);
@@ -990,6 +1013,20 @@ export default function HomeScreen() {
         icon: "wardrobe-outline",
         onPress: () => router.push("/(tabs)/closet"),
       },
+      {
+        key: "laundry",
+        title: "Laundry",
+        subtitle: `${needsWashCount + laundryCount} pieces need care`,
+        icon: "washing-machine",
+        onPress: () => router.push("/(tabs)/laundry"),
+      },
+      {
+        key: "aura-training",
+        title: "AURA Training",
+        subtitle: "Swipe outfit edits so AURA learns your taste",
+        icon: "gesture-swipe-horizontal",
+        onPress: () => router.push(AURA_TRAINING_ROUTE),
+      },
       {
         key: "studio",
         title: "Studio",
@@ -1005,13 +1042,6 @@ export default function HomeScreen() {
         onPress: () =>
           router.push({ pathname: "/(tabs)/add", params: { addSession: String(Date.now()) } }),
       },
-      {
-        key: "laundry",
-        title: "Laundry",
-        subtitle: `${needsWashCount + laundryCount} pieces need care`,
-        icon: "washing-machine",
-        onPress: () => router.push("/(tabs)/laundry"),
-      },
       {
         key: "calendar",
         title: "Calendar",
@@ -1026,13 +1056,6 @@ export default function HomeScreen() {
         icon: "chart-box-outline",
         onPress: () => router.push("/insights"),
       },
-      {
-        key: "aura-training",
-        title: "AURA Training",
-        subtitle: "Swipe outfit edits so AURA learns your taste",
-        icon: "gesture-swipe-horizontal",
-        onPress: () => router.push(AURA_TRAINING_ROUTE),
-      },
     ],
     [availableCount, laundryCount, needsWashCount]
   );
@@ -1138,7 +1161,7 @@ export default function HomeScreen() {
             ) : null}
 
             <RevealSection delay={160}>
-              <SmartToolsGrid compact colors={colors} tools={smartTools.slice(0, 3)} columns={layout.smartGridColumns} />
+              <SmartToolsGrid compact colors={colors} tools={smartTools} columns={layout.smartGridColumns} />
             </RevealSection>
 
             {latestChatThread?.chatId && latestChatThread.lastMessagePreview ? (
diff --git a/app/(tabs)/laundry.tsx b/app/(tabs)/laundry.tsx
index af66082..29049f0 100644
--- a/app/(tabs)/laundry.tsx
+++ b/app/(tabs)/laundry.tsx
@@ -4,6 +4,7 @@ import React, { useCallback, useEffect, useMemo, useState } from "react";
 import { ActivityIndicator, Alert, FlatList, Pressable, Text, View } from "react-native";
 
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { AuraAnimatedListItem, AuraAnimatedSection } from "@/src/components/motion";
 import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
 import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers, auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import AppImage from "@/src/components/common/AppImage";
@@ -218,13 +219,15 @@ export default function LaundryScreen() {
   }, [savingStatus, uid, undo]);
 
   const renderLaundryItem = useCallback(
-    ({ item }: { item: ClosetItem }) => (
-      <LaundryRow
-        item={item}
-        disabled={!!savingStatus}
-        activeStatus={normalizeLaundryStatus(item)}
-        onStatus={setItemLaundryStatus}
-      />
+    ({ item, index }: { item: ClosetItem; index: number }) => (
+      <AuraAnimatedListItem index={index}>
+        <LaundryRow
+          item={item}
+          disabled={!!savingStatus}
+          activeStatus={normalizeLaundryStatus(item)}
+          onStatus={setItemLaundryStatus}
+        />
+      </AuraAnimatedListItem>
     ),
     [savingStatus, setItemLaundryStatus],
   );
@@ -358,7 +361,11 @@ export default function LaundryScreen() {
           paddingBottom: layout.bottomDockPadding + 28,
           gap: 10,
         }}
-        ListHeaderComponent={Header}
+        ListHeaderComponent={
+          <AuraAnimatedSection withLayout>
+            {Header}
+          </AuraAnimatedSection>
+        }
         ListEmptyComponent={<PremiumEmptyState tab={tab} />}
         renderItem={renderLaundryItem}
         removeClippedSubviews
diff --git a/app/(tabs)/studio.tsx b/app/(tabs)/studio.tsx
index 7c2b51e..b88173d 100644
--- a/app/(tabs)/studio.tsx
+++ b/app/(tabs)/studio.tsx
@@ -14,6 +14,7 @@ import {
 
 import { AuraLookCard } from "@/src/components/aura/AuraLookCard";
 import { ClosetItemCard } from "@/src/components/closet/ClosetItemCard";
+import { AuraAnimatedListItem, AuraAnimatedSection } from "@/src/components/motion";
 import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
 import { auraButtonStyle, auraButtonTextStyle, auraSurfaceTiers, auraTypography } from "@/src/components/ui/auraStylePrimitives";
 import { useAuth } from "@/src/hooks/useAuth";
@@ -556,7 +557,7 @@ export default function StudioScreen() {
         numColumns={columns}
         columnWrapperStyle={columns > 1 ? { gap: gridGap } : undefined}
         ListHeaderComponent={
-          <View style={{ gap: 16, marginBottom: 12 }}>
+          <AuraAnimatedSection index={0} withLayout style={{ gap: 16, marginBottom: 12 }}>
             <View style={{ flexDirection: "row", alignItems: "center", gap: 12 }}>
               <View
                 style={{
@@ -591,12 +592,13 @@ export default function StudioScreen() {
                 showsHorizontalScrollIndicator={false}
                 contentContainerStyle={{ gap: 10, paddingRight: 8 }}
               >
-                {selection.map((item) => {
+                {selection.map((item, index) => {
                   const status = normalizeLaundryStatus(item);
                   const unavailable = status !== "clean";
                   return (
-                    <View
+                    <AuraAnimatedListItem
                       key={`selected-${item.id}`}
+                      index={index}
                       style={{
                         minWidth: 178,
                         maxWidth: 230,
@@ -663,7 +665,7 @@ export default function StudioScreen() {
                           <Ionicons name="close" size={16} color={colors.textSecondary} />
                         </Pressable>
                       </View>
-                    </View>
+                    </AuraAnimatedListItem>
                   );
                 })}
               </ScrollView>
@@ -841,7 +843,7 @@ export default function StudioScreen() {
                 ) : null}
               </View>
             </View>
-          </View>
+          </AuraAnimatedSection>
         }
         ListEmptyComponent={
           <View
diff --git a/app/_layout.tsx b/app/_layout.tsx
index 022dbae..b39f383 100644
--- a/app/_layout.tsx
+++ b/app/_layout.tsx
@@ -25,6 +25,8 @@ import BrandedLoadingAnimation from "@/src/components/brand/BrandedLoadingAnimat
 import { configureGoogleSignIn } from "@/src/auth/googleAuth";
 import { logDeviceSecurityContext } from "@/src/lib/security";
 import { auth, hasFirebaseServices } from "@/src/lib/firebase";
+import { firebaseEnvDiagnostics } from "@/src/lib/firebaseConfig";
+import { installGlobalErrorTracking, trackLaunchEvent } from "@/src/lib/analytics";
 
 export const unstable_settings = {
   anchor: "(tabs)",
@@ -122,11 +124,23 @@ function AuthLoadTimeoutScreen({
 function ConfigurationErrorScreen() {
   return (
     <View style={loadingStyles.container}>
-      <View style={loadingStyles.errorPanel}>
+      <View style={[loadingStyles.errorPanel, loadingStyles.configErrorPanel]}>
         <Text style={loadingStyles.errorTitle}>Configuration Error</Text>
         <Text style={loadingStyles.errorCopy}>
           AURA is missing required app configuration. Please install the latest build or contact support.
         </Text>
+        <View style={loadingStyles.configDiagnostics}>
+          <Text style={loadingStyles.configDiagnosticTitle}>
+            Build diagnostics: Firebase env validation failed
+          </Text>
+          {firebaseEnvDiagnostics.map((diagnostic) => (
+            <Text key={diagnostic.name} style={loadingStyles.configDiagnosticText}>
+              {diagnostic.name}: required {String(diagnostic.requiredForLaunch)}, present{" "}
+              {String(diagnostic.present)}, length {diagnostic.length}, valid{" "}
+              {String(diagnostic.valid)}, checks {JSON.stringify(diagnostic.checks)}
+            </Text>
+          ))}
+        </View>
       </View>
     </View>
   );
@@ -138,6 +152,7 @@ function AuthGate() {
   const [profileState, setProfileState] = useState<ProfileGateState>("loading");
   const [profileRetryKey, setProfileRetryKey] = useState(0);
   const routedRef = useRef<string | null>(null);
+  const appOpenTrackedForUidRef = useRef<string | null>(null);
 
   useEffect(() => {
     let cancelled = false;
@@ -202,6 +217,19 @@ function AuthGate() {
     }
   }, [loading, profileState, segments, user]);
 
+  useEffect(() => {
+    if (loading || profileState === "loading" || profileState === "error") return;
+    if (!user?.uid || appOpenTrackedForUidRef.current === user.uid) return;
+    appOpenTrackedForUidRef.current = user.uid;
+    void trackLaunchEvent({
+      userId: user.uid,
+      eventName: "app_opened",
+      properties: {
+        onboardingState: profileState,
+      },
+    });
+  }, [loading, profileState, user?.uid]);
+
   if (loading && authCheckTimedOut) {
     return (
       <AuthLoadTimeoutScreen
@@ -268,6 +296,12 @@ const loadingStyles = StyleSheet.create({
     gap: 14,
     transform: [{ translateY: -60 }],
   },
+  configErrorPanel: {
+    top: "24%",
+    width: "88%",
+    maxWidth: 430,
+    transform: [{ translateY: -32 }],
+  },
   errorTitle: {
     color: Colors.dark.textPrimary,
     fontSize: 20,
@@ -315,6 +349,23 @@ const loadingStyles = StyleSheet.create({
     fontSize: 14,
     fontWeight: "800",
   },
+  configDiagnostics: {
+    width: "100%",
+    gap: 6,
+    marginTop: 10,
+  },
+  configDiagnosticTitle: {
+    color: Colors.dark.textPrimary,
+    fontSize: 12,
+    fontWeight: "800",
+    textAlign: "center",
+  },
+  configDiagnosticText: {
+    color: Colors.dark.textSecondary,
+    fontSize: 10,
+    lineHeight: 14,
+    textAlign: "left",
+  },
 });
 
 export default function RootLayout() {
@@ -335,6 +386,7 @@ export default function RootLayout() {
 
   useEffect(() => {
     if (!firebaseReady) return;
+    installGlobalErrorTracking();
     configureGoogleSignIn();
     void logDeviceSecurityContext();
   }, [firebaseReady]);
diff --git a/app/profile/my-looks.tsx b/app/profile/my-looks.tsx
index 84ae74b..4e4a4b4 100644
--- a/app/profile/my-looks.tsx
+++ b/app/profile/my-looks.tsx
@@ -6,6 +6,7 @@ import { Alert, Pressable, ScrollView, Share, StyleSheet, Text, View, useWindowD
 import { Colors } from "@/constants/theme";
 import { SafeScreen } from "@/src/components/SafeScreen";
 import AuraSubpageHeader from "@/src/components/ui/AuraSubpageHeader";
+import { AuraAnimatedListItem } from "@/src/components/motion";
 import { AuraTopSafeAreaScrim, auraButtonStyle, auraButtonTextStyle } from "@/src/components/ui/auraStylePrimitives";
 import { LookDetailModal } from "@/src/components/profile/LookDetailModal";
 import { MyLookSkeleton, MyLookThumbnail } from "@/src/components/profile/MyLookThumbnail";
@@ -337,16 +338,17 @@ export default function MyLooksScreen() {
                 <MyLookSkeleton key={index} width={thumbnailWidth} />
               ))
             : currentRecords.length
-              ? currentRecords.map((record) => (
-                  <MyLookThumbnail
-                    key={`${record.collection}-${record.id}`}
-                    record={record}
-                    width={thumbnailWidth}
-                    onPress={() => handleThumbnailPress(record)}
-                    onLongPress={() => startSelection(record)}
-                    selected={selectedKeys.has(selectionKey(record))}
-                    selectionMode={selectionMode}
-                  />
+              ? currentRecords.map((record, index) => (
+                  <AuraAnimatedListItem key={`${record.collection}-${record.id}`} index={index}>
+                    <MyLookThumbnail
+                      record={record}
+                      width={thumbnailWidth}
+                      onPress={() => handleThumbnailPress(record)}
+                      onLongPress={() => startSelection(record)}
+                      selected={selectedKeys.has(selectionKey(record))}
+                      selectionMode={selectionMode}
+                    />
+                  </AuraAnimatedListItem>
                 ))
               : <EmptyState tab={activeTab} />}
         </ScrollView>
diff --git a/firestore.rules b/firestore.rules
index fec10ec..05d581e 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -253,6 +253,22 @@ service cloud.firestore {
         && (!("createdAt" in data) || data.createdAt is number || data.createdAt is timestamp);
     }
 
+    function validLaunchEventDoc(data, uid) {
+      return data is map
+        && data.size() <= 20
+        && noForeignUidField(data, uid)
+        && (!("userId" in data) || data.userId == uid)
+        && (!("type" in data) || data.type is string)
+        && (!("eventName" in data) || data.eventName is string)
+        && (!("sessionId" in data) || validOptionalString(data.sessionId))
+        && (!("platform" in data) || validOptionalString(data.platform))
+        && (!("appVersion" in data) || validOptionalString(data.appVersion))
+        && (!("buildNumber" in data) || data.buildNumber == null || data.buildNumber is string || data.buildNumber is number)
+        && (!("timestamp" in data) || data.timestamp is number)
+        && (!("properties" in data) || data.properties is map)
+        && (!("createdAt" in data) || data.createdAt is number || data.createdAt is timestamp);
+    }
+
     function validStyleEventDoc(data, uid) {
       return data is map
         && data.size() <= 50
@@ -388,6 +404,12 @@ service cloud.firestore {
         allow create: if isOwner(uid) && validCommerceEventDoc(request.resource.data, uid);
         allow update, delete: if false;
       }
+
+      match /launchEvents/{eventId} {
+        allow read: if isOwner(uid);
+        allow create: if isOwner(uid) && validLaunchEventDoc(request.resource.data, uid);
+        allow update, delete: if false;
+      }
     }
 
     match /{document=**} {
diff --git a/src/auth/appleAuth.ts b/src/auth/appleAuth.ts
index 83b9afc..06f09a1 100644
--- a/src/auth/appleAuth.ts
+++ b/src/auth/appleAuth.ts
@@ -4,6 +4,7 @@ import { OAuthProvider, getAdditionalUserInfo, signInWithCredential } from "fire
 
 import { auth } from "@/src/lib/firebase";
 import { saveNewUserProfile } from "@/src/auth/userProfile";
+import { trackLaunchEvent } from "@/src/lib/analytics";
 
 function createRawNonce() {
   return Array.from(Crypto.getRandomBytes(32))
@@ -43,8 +44,24 @@ export async function signInWithApple(): Promise<void> {
 
   const result = await signInWithCredential(auth, firebaseCredential);
   const additionalUserInfo = getAdditionalUserInfo(result);
+  const isNewUser = Boolean(additionalUserInfo?.isNewUser);
 
-  if (additionalUserInfo?.isNewUser) {
+  if (isNewUser) {
     await saveNewUserProfile(result.user.uid, displayName ?? result.user.displayName, result.user.email);
+    void trackLaunchEvent({
+      userId: result.user.uid,
+      eventName: "auth_signed_up",
+      properties: {
+        provider: "apple",
+      },
+    });
   }
+  void trackLaunchEvent({
+    userId: result.user.uid,
+    eventName: "auth_sign_in_succeeded",
+    properties: {
+      provider: "apple",
+      isNewUser,
+    },
+  });
 }
diff --git a/src/auth/googleAuth.ts b/src/auth/googleAuth.ts
index 6fcdc6b..7a03e0c 100644
--- a/src/auth/googleAuth.ts
+++ b/src/auth/googleAuth.ts
@@ -2,6 +2,7 @@ import { GoogleSignin } from "@react-native-google-signin/google-signin";
 import { GoogleAuthProvider, getAdditionalUserInfo, signInWithCredential } from "firebase/auth";
 
 import { saveNewUserProfile } from "@/src/auth/userProfile";
+import { trackLaunchEvent } from "@/src/lib/analytics";
 import { auth } from "@/src/lib/firebase";
 
 export function configureGoogleSignIn(): void {
@@ -33,10 +34,26 @@ export async function signInWithGoogle(): Promise<void> {
   const googleCredential = GoogleAuthProvider.credential(tokens.idToken);
   const result = await signInWithCredential(auth, googleCredential);
   const additionalUserInfo = getAdditionalUserInfo(result);
+  const isNewUser = Boolean(additionalUserInfo?.isNewUser);
 
-  if (additionalUserInfo?.isNewUser) {
+  if (isNewUser) {
     await saveNewUserProfile(result.user.uid, result.user.displayName, result.user.email);
+    void trackLaunchEvent({
+      userId: result.user.uid,
+      eventName: "auth_signed_up",
+      properties: {
+        provider: "google",
+      },
+    });
   }
+  void trackLaunchEvent({
+    userId: result.user.uid,
+    eventName: "auth_sign_in_succeeded",
+    properties: {
+      provider: "google",
+      isNewUser,
+    },
+  });
 }
 
 export async function signOutGoogle(): Promise<void> {
diff --git a/src/auth/googleAuth.web.ts b/src/auth/googleAuth.web.ts
index 095a290..3f1c2e7 100644
--- a/src/auth/googleAuth.web.ts
+++ b/src/auth/googleAuth.web.ts
@@ -1,6 +1,7 @@
 import { GoogleAuthProvider, getAdditionalUserInfo, signInWithPopup } from "firebase/auth";
 
 import { saveNewUserProfile } from "@/src/auth/userProfile";
+import { trackLaunchEvent } from "@/src/lib/analytics";
 import { auth } from "@/src/lib/firebase";
 
 export function configureGoogleSignIn(): void {
@@ -13,10 +14,26 @@ export async function signInWithGoogle(): Promise<void> {
 
   const result = await signInWithPopup(auth, provider);
   const additionalUserInfo = getAdditionalUserInfo(result);
+  const isNewUser = Boolean(additionalUserInfo?.isNewUser);
 
-  if (additionalUserInfo?.isNewUser) {
+  if (isNewUser) {
     await saveNewUserProfile(result.user.uid, result.user.displayName, result.user.email);
+    void trackLaunchEvent({
+      userId: result.user.uid,
+      eventName: "auth_signed_up",
+      properties: {
+        provider: "google",
+      },
+    });
   }
+  void trackLaunchEvent({
+    userId: result.user.uid,
+    eventName: "auth_sign_in_succeeded",
+    properties: {
+      provider: "google",
+      isNewUser,
+    },
+  });
 }
 
 export async function signOutGoogle(): Promise<void> {
diff --git a/src/components/motion/AuraAnimatedListItem.tsx b/src/components/motion/AuraAnimatedListItem.tsx
new file mode 100644
index 0000000..a86610e
--- /dev/null
+++ b/src/components/motion/AuraAnimatedListItem.tsx
@@ -0,0 +1,28 @@
+import React, { useMemo } from "react";
+import { type ViewProps } from "react-native";
+import Animated from "react-native-reanimated";
+
+import { MotionAnimations } from "@/src/constants/motion";
+
+export type AuraAnimatedListItemProps = ViewProps & {
+  children?: React.ReactNode;
+  index?: number;
+};
+
+function AuraAnimatedListItem({
+  children,
+  index = 0,
+  ...props
+}: AuraAnimatedListItemProps) {
+  const entering = useMemo(() => MotionAnimations.listItemEnter(index), [index]);
+  const exiting = useMemo(() => MotionAnimations.fadeOut(), []);
+  const layout = useMemo(() => MotionAnimations.layout(), []);
+
+  return (
+    <Animated.View {...props} entering={entering} exiting={exiting} layout={layout}>
+      {children}
+    </Animated.View>
+  );
+}
+
+export default React.memo(AuraAnimatedListItem);
diff --git a/src/components/motion/AuraAnimatedSection.tsx b/src/components/motion/AuraAnimatedSection.tsx
new file mode 100644
index 0000000..cab648b
--- /dev/null
+++ b/src/components/motion/AuraAnimatedSection.tsx
@@ -0,0 +1,33 @@
+import React, { useMemo } from "react";
+import { type ViewProps } from "react-native";
+import Animated from "react-native-reanimated";
+
+import { MotionAnimations } from "@/src/constants/motion";
+
+export type AuraAnimatedSectionProps = ViewProps & {
+  children?: React.ReactNode;
+  index?: number;
+  withLayout?: boolean;
+};
+
+function AuraAnimatedSection({
+  children,
+  index = 0,
+  withLayout = false,
+  ...props
+}: AuraAnimatedSectionProps) {
+  const entering = useMemo(() => MotionAnimations.sectionEnter(index), [index]);
+  const exiting = useMemo(() => MotionAnimations.fadeOut(), []);
+  const layout = useMemo(
+    () => (withLayout ? MotionAnimations.layout() : undefined),
+    [withLayout],
+  );
+
+  return (
+    <Animated.View {...props} entering={entering} exiting={exiting} layout={layout}>
+      {children}
+    </Animated.View>
+  );
+}
+
+export default React.memo(AuraAnimatedSection);
diff --git a/src/components/motion/index.ts b/src/components/motion/index.ts
new file mode 100644
index 0000000..52efa8f
--- /dev/null
+++ b/src/components/motion/index.ts
@@ -0,0 +1,4 @@
+export { default as AuraAnimatedListItem } from "./AuraAnimatedListItem";
+export { default as AuraAnimatedSection } from "./AuraAnimatedSection";
+export type { AuraAnimatedListItemProps } from "./AuraAnimatedListItem";
+export type { AuraAnimatedSectionProps } from "./AuraAnimatedSection";
diff --git a/src/constants/motion.ts b/src/constants/motion.ts
new file mode 100644
index 0000000..8c00590
--- /dev/null
+++ b/src/constants/motion.ts
@@ -0,0 +1,83 @@
+import {
+  Easing,
+  FadeIn,
+  FadeInDown,
+  FadeInUp,
+  FadeOut,
+  LinearTransition,
+  ReduceMotion,
+} from "react-native-reanimated";
+
+export const MotionDurations = {
+  instant: 0,
+  xs: 90,
+  sm: 140,
+  md: 220,
+  lg: 320,
+} as const;
+
+export const MotionStagger = {
+  section: 50,
+  listItem: 28,
+  maxSectionDelay: 240,
+  maxListDelay: 196,
+} as const;
+
+export const MotionEasing = {
+  standard: Easing.bezier(0.22, 1, 0.36, 1),
+  emphasized: Easing.bezier(0.2, 0, 0, 1),
+  exit: Easing.bezier(0.4, 0, 1, 1),
+} as const;
+
+export const MotionSpring = {
+  press: {
+    damping: 18,
+    stiffness: 260,
+    mass: 0.8,
+    overshootClamping: true,
+    reduceMotion: ReduceMotion.System,
+  },
+  card: {
+    damping: 22,
+    stiffness: 210,
+    mass: 0.9,
+    overshootClamping: true,
+    reduceMotion: ReduceMotion.System,
+  },
+  sheet: {
+    damping: 26,
+    stiffness: 240,
+    mass: 1,
+    overshootClamping: true,
+    reduceMotion: ReduceMotion.System,
+  },
+} as const;
+
+function staggerDelay(index: number, step: number, maxDelay: number) {
+  return Math.min(Math.max(0, index) * step, maxDelay);
+}
+
+export const MotionAnimations = {
+  screenEnter: () =>
+    FadeIn.duration(MotionDurations.md)
+      .easing(MotionEasing.standard)
+      .reduceMotion(ReduceMotion.System),
+  sectionEnter: (index = 0) =>
+    FadeInUp.duration(MotionDurations.md)
+      .delay(staggerDelay(index, MotionStagger.section, MotionStagger.maxSectionDelay))
+      .easing(MotionEasing.standard)
+      .reduceMotion(ReduceMotion.System),
+  listItemEnter: (index = 0) =>
+    FadeInDown.duration(MotionDurations.sm)
+      .delay(staggerDelay(index, MotionStagger.listItem, MotionStagger.maxListDelay))
+      .easing(MotionEasing.standard)
+      .reduceMotion(ReduceMotion.System),
+  fadeOut: () =>
+    FadeOut.duration(MotionDurations.sm)
+      .easing(MotionEasing.exit)
+      .reduceMotion(ReduceMotion.System),
+  layout: () =>
+    LinearTransition.duration(MotionDurations.md)
+      .easing(MotionEasing.standard)
+      .reduceMotion(ReduceMotion.System),
+};
diff --git a/src/lib/analytics.ts b/src/lib/analytics.ts
new file mode 100644
index 0000000..a641d1a
--- /dev/null
+++ b/src/lib/analytics.ts
@@ -0,0 +1,165 @@
+import Constants from "expo-constants";
+import { Platform } from "react-native";
+import { addDoc, collection, serverTimestamp } from "firebase/firestore";
+
+import { auth, db } from "@/src/lib/firebase";
+
+export type LaunchAnalyticsEventName =
+  | "app_opened"
+  | "app_error"
+  | "unhandled_promise_rejection"
+  | "auth_signed_up"
+  | "auth_sign_in_succeeded"
+  | "onboarding_completed"
+  | "wardrobe_item_added"
+  | "wardrobe_item_updated"
+  | "wardrobe_item_save_failed"
+  | "photo_upload_failed"
+  | "ai_request_started"
+  | "ai_response_succeeded"
+  | "ai_response_failed"
+  | "outfit_generated"
+  | "wardrobe_recommendations_generated";
+
+type AnalyticsPrimitive = string | number | boolean | null;
+export type AnalyticsProperties = Record<
+  string,
+  AnalyticsPrimitive | AnalyticsPrimitive[] | Record<string, AnalyticsPrimitive>
+>;
+
+type TrackLaunchEventInput = {
+  userId?: string | null;
+  eventName: LaunchAnalyticsEventName;
+  properties?: AnalyticsProperties;
+};
+
+type ErrorUtilsLike = {
+  getGlobalHandler?: () => (error: unknown, isFatal?: boolean) => void;
+  setGlobalHandler?: (handler: (error: unknown, isFatal?: boolean) => void) => void;
+};
+
+const MAX_STRING_LENGTH = 240;
+let globalErrorTrackingInstalled = false;
+const sessionId = `${Date.now().toString(36)}-${Math.random().toString(36).slice(2, 10)}`;
+
+function trimString(value: string) {
+  const trimmed = value.replace(/\s+/g, " ").trim();
+  return trimmed.length > MAX_STRING_LENGTH ? `${trimmed.slice(0, MAX_STRING_LENGTH - 3)}...` : trimmed;
+}
+
+function sanitizePrimitive(value: unknown): AnalyticsPrimitive | undefined {
+  if (value == null) return null;
+  if (typeof value === "string") return trimString(value);
+  if (typeof value === "number") return Number.isFinite(value) ? value : null;
+  if (typeof value === "boolean") return value;
+  return undefined;
+}
+
+function sanitizeProperties(properties?: AnalyticsProperties) {
+  const sanitized: AnalyticsProperties = {};
+  Object.entries(properties ?? {}).forEach(([key, value]) => {
+    const cleanKey = trimString(key).slice(0, 64);
+    if (!cleanKey) return;
+
+    if (Array.isArray(value)) {
+      sanitized[cleanKey] = value.slice(0, 20).map((entry) => sanitizePrimitive(entry) ?? null);
+      return;
+    }
+
+    if (value && typeof value === "object") {
+      const nested: Record<string, AnalyticsPrimitive> = {};
+      Object.entries(value).forEach(([nestedKey, nestedValue]) => {
+        const cleanNestedKey = trimString(nestedKey).slice(0, 64);
+        const cleanValue = sanitizePrimitive(nestedValue);
+        if (cleanNestedKey && cleanValue !== undefined) nested[cleanNestedKey] = cleanValue;
+      });
+      sanitized[cleanKey] = nested;
+      return;
+    }
+
+    const cleanValue = sanitizePrimitive(value);
+    if (cleanValue !== undefined) sanitized[cleanKey] = cleanValue;
+  });
+  return sanitized;
+}
+
+function nativeBuildVersion() {
+  if (Platform.OS === "ios") return Constants.expoConfig?.ios?.buildNumber ?? null;
+  if (Platform.OS === "android") return Constants.expoConfig?.android?.versionCode ?? null;
+  return null;
+}
+
+export function analyticsErrorProperties(error: unknown): AnalyticsProperties {
+  if (error instanceof Error) {
+    return {
+      errorName: error.name || "Error",
+      errorMessage: error.message || "Unknown error",
+      errorStack: error.stack ? trimString(error.stack) : null,
+    };
+  }
+  return {
+    errorName: "UnknownError",
+    errorMessage: trimString(String(error ?? "Unknown error")),
+  };
+}
+
+export async function trackLaunchEvent({
+  userId,
+  eventName,
+  properties,
+}: TrackLaunchEventInput) {
+  if (!userId) return;
+  const timestamp = Date.now();
+  try {
+    await addDoc(collection(db, "users", userId, "launchEvents"), {
+      type: eventName,
+      eventName,
+      userId,
+      sessionId,
+      platform: Platform.OS,
+      appVersion: Constants.expoConfig?.version ?? null,
+      buildNumber: nativeBuildVersion(),
+      timestamp,
+      properties: sanitizeProperties(properties),
+      createdAt: serverTimestamp(),
+    });
+  } catch {
+    // Launch tracking should never block user-facing flows.
+  }
+}
+
+export function trackCurrentUserEvent(
+  eventName: LaunchAnalyticsEventName,
+  properties?: AnalyticsProperties
+) {
+  void trackLaunchEvent({
+    userId: auth.currentUser?.uid ?? null,
+    eventName,
+    properties,
+  });
+}
+
+export function installGlobalErrorTracking() {
+  if (globalErrorTrackingInstalled) return;
+  globalErrorTrackingInstalled = true;
+
+  const errorUtils = (globalThis as { ErrorUtils?: ErrorUtilsLike }).ErrorUtils;
+  if (errorUtils?.setGlobalHandler) {
+    const previousHandler = errorUtils.getGlobalHandler?.();
+    errorUtils.setGlobalHandler((error, isFatal) => {
+      trackCurrentUserEvent("app_error", {
+        fatal: Boolean(isFatal),
+        ...analyticsErrorProperties(error),
+      });
+      previousHandler?.(error, isFatal);
+    });
+  }
+
+  if (Platform.OS === "web" && typeof window !== "undefined") {
+    window.addEventListener("unhandledrejection", (event) => {
+      trackCurrentUserEvent("unhandled_promise_rejection", {
+        ...analyticsErrorProperties(event.reason),
+      });
+    });
+  }
+}
diff --git a/src/lib/firebaseConfig.ts b/src/lib/firebaseConfig.ts
index 7dc1ad0..8ca9f3d 100644
--- a/src/lib/firebaseConfig.ts
+++ b/src/lib/firebaseConfig.ts
@@ -8,6 +8,11 @@ export type FirebaseEnvVarName =
   | "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID"
   | "EXPO_PUBLIC_FIREBASE_APP_ID";
 
+export type PublicEnvDiagnosticName =
+  | FirebaseEnvVarName
+  | "EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID"
+  | "EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID";
+
 export const REQUIRED_FIREBASE_ENV_VARS: readonly FirebaseEnvVarName[] = [
   "EXPO_PUBLIC_FIREBASE_API_KEY",
   "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN",
@@ -17,6 +22,24 @@ export const REQUIRED_FIREBASE_ENV_VARS: readonly FirebaseEnvVarName[] = [
   "EXPO_PUBLIC_FIREBASE_APP_ID",
 ] as const;
 
+export const DIAGNOSTIC_PUBLIC_ENV_VARS: readonly PublicEnvDiagnosticName[] = [
+  ...REQUIRED_FIREBASE_ENV_VARS,
+  "EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID",
+  "EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID",
+] as const;
+
+const publicEnvValues: Record<PublicEnvDiagnosticName, string | undefined> = {
+  EXPO_PUBLIC_FIREBASE_API_KEY: process.env.EXPO_PUBLIC_FIREBASE_API_KEY,
+  EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN: process.env.EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN,
+  EXPO_PUBLIC_FIREBASE_PROJECT_ID: process.env.EXPO_PUBLIC_FIREBASE_PROJECT_ID,
+  EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET: process.env.EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET,
+  EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID:
+    process.env.EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID,
+  EXPO_PUBLIC_FIREBASE_APP_ID: process.env.EXPO_PUBLIC_FIREBASE_APP_ID,
+  EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID: process.env.EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID,
+  EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID: process.env.EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID,
+};
+
 type FirebaseConfigStatus =
   | {
       ok: true;
@@ -31,12 +54,21 @@ type FirebaseConfigStatus =
       invalidEnvVars: readonly FirebaseEnvVarName[];
     };
 
+export type FirebaseEnvDiagnostic = {
+  name: PublicEnvDiagnosticName;
+  requiredForLaunch: boolean;
+  present: boolean;
+  length: number;
+  valid: boolean;
+  checks: Record<string, boolean>;
+};
+
 function isDevBuild() {
   return typeof __DEV__ !== "undefined" && __DEV__;
 }
 
-function envValue(name: FirebaseEnvVarName) {
-  return String(process.env[name] ?? "").trim();
+function envValue(name: PublicEnvDiagnosticName) {
+  return String(publicEnvValues[name] ?? "").trim();
 }
 
 function isPlaceholder(value: string) {
@@ -81,6 +113,57 @@ function isInvalid(name: FirebaseEnvVarName, value: string) {
   }
 }
 
+function isGoogleClientIdValid(value: string) {
+  if (isPlaceholder(value)) return false;
+  return /^[A-Za-z0-9_-]+\.apps\.googleusercontent\.com$/.test(value);
+}
+
+function diagnosticChecks(name: PublicEnvDiagnosticName, value: string): Record<string, boolean> {
+  switch (name) {
+    case "EXPO_PUBLIC_FIREBASE_API_KEY":
+      return { startsWithAIza: value.startsWith("AIza") };
+    case "EXPO_PUBLIC_FIREBASE_APP_ID":
+      return {
+        containsIosAppId: value.includes(":ios:"),
+        containsWebAppId: value.includes(":web:"),
+      };
+    case "EXPO_PUBLIC_FIREBASE_AUTH_DOMAIN":
+    case "EXPO_PUBLIC_FIREBASE_STORAGE_BUCKET":
+      return { hostShape: hasValidHostShape(value) };
+    case "EXPO_PUBLIC_FIREBASE_PROJECT_ID":
+      return { projectIdShape: hasValidProjectIdShape(value) };
+    case "EXPO_PUBLIC_FIREBASE_MESSAGING_SENDER_ID":
+      return { numeric: /^\d{6,}$/.test(value) };
+    case "EXPO_PUBLIC_GOOGLE_WEB_CLIENT_ID":
+    case "EXPO_PUBLIC_GOOGLE_IOS_CLIENT_ID":
+      return { googleClientIdShape: isGoogleClientIdValid(value) };
+    default:
+      return {};
+  }
+}
+
+function isDiagnosticValid(name: PublicEnvDiagnosticName, value: string) {
+  if (!value || isPlaceholder(value)) return false;
+  if (REQUIRED_FIREBASE_ENV_VARS.includes(name as FirebaseEnvVarName)) {
+    return !isInvalid(name as FirebaseEnvVarName, value);
+  }
+  return isGoogleClientIdValid(value);
+}
+
+export function getFirebaseEnvDiagnostics(): FirebaseEnvDiagnostic[] {
+  return DIAGNOSTIC_PUBLIC_ENV_VARS.map((name) => {
+    const value = envValue(name);
+    return {
+      name,
+      requiredForLaunch: REQUIRED_FIREBASE_ENV_VARS.includes(name as FirebaseEnvVarName),
+      present: value.length > 0,
+      length: value.length,
+      valid: isDiagnosticValid(name, value),
+      checks: diagnosticChecks(name, value),
+    };
+  });
+}
+
 function buildFirebaseConfigStatus(): FirebaseConfigStatus {
   const values = REQUIRED_FIREBASE_ENV_VARS.reduce<Record<FirebaseEnvVarName, string>>(
     (acc, name) => {
@@ -127,6 +210,7 @@ function buildFirebaseConfigStatus(): FirebaseConfigStatus {
 }
 
 export const firebaseConfigStatus = buildFirebaseConfigStatus();
+export const firebaseEnvDiagnostics = getFirebaseEnvDiagnostics();
 
 export function logFirebaseConfigProblem(status: FirebaseConfigStatus) {
   if (status.ok) return;
@@ -135,9 +219,12 @@ export function logFirebaseConfigProblem(status: FirebaseConfigStatus) {
     console.error("[Firebase] Missing or invalid required app configuration.", {
       missingEnvVars: status.missingEnvVars,
       invalidEnvVars: status.invalidEnvVars,
+      diagnostics: firebaseEnvDiagnostics,
     });
     return;
   }
 
-  console.error("[Firebase] Missing or invalid required app configuration.");
+  console.error("[Firebase] Missing or invalid required app configuration.", {
+    diagnostics: firebaseEnvDiagnostics,
+  });
 }
diff --git a/src/lib/uploadImage.ts b/src/lib/uploadImage.ts
index dbf8472..8c39f89 100644
--- a/src/lib/uploadImage.ts
+++ b/src/lib/uploadImage.ts
@@ -1,6 +1,7 @@
 import { getDownloadURL, ref, uploadBytes } from "firebase/storage";
 import { storage } from "./firebase";
 import { optimizeImageForUpload } from "./imageOptimization";
+import { analyticsErrorProperties, trackLaunchEvent } from "./analytics";
 
 type UploadItemPhotoParams = {
   uid: string;
@@ -57,80 +58,98 @@ export async function uploadItemPhoto(params: UploadItemPhotoParams) {
   void maxWidth;
   void quality;
 
-  const displayImage = await optimizeImageForUpload({
-    uri: localUri,
-    width: originalWidth,
-    height: originalHeight,
-    preset: "item_display",
-  });
-  const primaryBlob = await blobFromFileUri(displayImage.uri);
-
-  const suffix = imageId ? `/${imageId}` : "";
-  const storagePath = `users/${uid}/items/${itemId}${suffix}.jpg`;
-  const fileRef = ref(storage, storagePath);
-  await uploadBytes(fileRef, primaryBlob, {
-    contentType: "image/jpeg",
-  });
-  const primaryUrl = await getDownloadURL(fileRef);
+  try {
+    const displayImage = await optimizeImageForUpload({
+      uri: localUri,
+      width: originalWidth,
+      height: originalHeight,
+      preset: "item_display",
+    });
+    const primaryBlob = await blobFromFileUri(displayImage.uri);
 
-  const aiImage = await optimizeImageForUpload({
-    uri: localUri,
-    width: originalWidth,
-    height: originalHeight,
-    preset: "item_ingestion",
-  });
-  let aiUrl = primaryUrl;
-  if (aiImage.uri !== displayImage.uri) {
-    const aiBlob = await blobFromFileUri(aiImage.uri);
-    const aiPath = `users/${uid}/items/${itemId}${suffix}.ai.jpg`;
-    const aiRef = ref(storage, aiPath);
-    await uploadBytes(aiRef, aiBlob, {
+    const suffix = imageId ? `/${imageId}` : "";
+    const storagePath = `users/${uid}/items/${itemId}${suffix}.jpg`;
+    const fileRef = ref(storage, storagePath);
+    await uploadBytes(fileRef, primaryBlob, {
       contentType: "image/jpeg",
     });
-    aiUrl = await getDownloadURL(aiRef);
-  }
+    const primaryUrl = await getDownloadURL(fileRef);
 
-  const cleanedCandidateUri =
-    (saveNormalizedAsCleaned ? normalizedLocalUri : null) ||
-    cleanedLocalUri ||
-    (String(localUri).trim().toLowerCase().endsWith(".png") ? localUri : null);
-  let cleanedUrl: string | null = null;
-  if (cleanedCandidateUri) {
-    const cleanedBlob = await blobFromFileUri(cleanedCandidateUri);
-    const cleanedPath = `users/${uid}/items/${itemId}${suffix}.cleaned.png`;
-    const cleanedRef = ref(storage, cleanedPath);
-    await uploadBytes(cleanedRef, cleanedBlob, {
-      contentType: "image/png",
+    const aiImage = await optimizeImageForUpload({
+      uri: localUri,
+      width: originalWidth,
+      height: originalHeight,
+      preset: "item_ingestion",
     });
-    cleanedUrl = await getDownloadURL(cleanedRef);
-  }
+    let aiUrl = primaryUrl;
+    if (aiImage.uri !== displayImage.uri) {
+      const aiBlob = await blobFromFileUri(aiImage.uri);
+      const aiPath = `users/${uid}/items/${itemId}${suffix}.ai.jpg`;
+      const aiRef = ref(storage, aiPath);
+      await uploadBytes(aiRef, aiBlob, {
+        contentType: "image/jpeg",
+      });
+      aiUrl = await getDownloadURL(aiRef);
+    }
 
-  let normalizedUrl: string | null = null;
-  if (normalizedLocalUri) {
-    const normalizedBlob = await blobFromFileUri(normalizedLocalUri);
-    const normalizedPath = `users/${uid}/items/${itemId}${suffix}.normalized.png`;
-    const normalizedRef = ref(storage, normalizedPath);
-    await uploadBytes(normalizedRef, normalizedBlob, {
-      contentType: "image/png",
-    });
-    normalizedUrl = await getDownloadURL(normalizedRef);
-  }
+    const cleanedCandidateUri =
+      (saveNormalizedAsCleaned ? normalizedLocalUri : null) ||
+      cleanedLocalUri ||
+      (String(localUri).trim().toLowerCase().endsWith(".png") ? localUri : null);
+    let cleanedUrl: string | null = null;
+    if (cleanedCandidateUri) {
+      const cleanedBlob = await blobFromFileUri(cleanedCandidateUri);
+      const cleanedPath = `users/${uid}/items/${itemId}${suffix}.cleaned.png`;
+      const cleanedRef = ref(storage, cleanedPath);
+      await uploadBytes(cleanedRef, cleanedBlob, {
+        contentType: "image/png",
+      });
+      cleanedUrl = await getDownloadURL(cleanedRef);
+    }
 
-  return {
-    originalUrl: primaryUrl,
-    primaryUrl,
-    aiUrl,
-    cleanedUrl,
-    normalizedUrl,
-    cleanedSource: cleanedUrl ? "vision" : null,
-    imageUrls: [primaryUrl],
-    images: [
-      {
-        originalUrl: primaryUrl,
-        aiUrl,
-        ...(cleanedUrl ? { cleanedUrl } : {}),
-        isPrimary: true,
+    let normalizedUrl: string | null = null;
+    if (normalizedLocalUri) {
+      const normalizedBlob = await blobFromFileUri(normalizedLocalUri);
+      const normalizedPath = `users/${uid}/items/${itemId}${suffix}.normalized.png`;
+      const normalizedRef = ref(storage, normalizedPath);
+      await uploadBytes(normalizedRef, normalizedBlob, {
+        contentType: "image/png",
+      });
+      normalizedUrl = await getDownloadURL(normalizedRef);
+    }
+
+    return {
+      originalUrl: primaryUrl,
+      primaryUrl,
+      aiUrl,
+      cleanedUrl,
+      normalizedUrl,
+      cleanedSource: cleanedUrl ? "vision" : null,
+      imageUrls: [primaryUrl],
+      images: [
+        {
+          originalUrl: primaryUrl,
+          aiUrl,
+          ...(cleanedUrl ? { cleanedUrl } : {}),
+          isPrimary: true,
+        },
+      ],
+    };
+  } catch (error) {
+    void trackLaunchEvent({
+      userId: uid,
+      eventName: "photo_upload_failed",
+      properties: {
+        itemId,
+        imageId: imageId || null,
+        hasCleanedLocalUri: Boolean(cleanedLocalUri),
+        hasNormalizedLocalUri: Boolean(normalizedLocalUri),
+        saveNormalizedAsCleaned,
+        originalWidth,
+        originalHeight,
+        ...analyticsErrorProperties(error),
       },
-    ],
-  };
+    });
+    throw error;
+  }
 }

From c522ba045bff11b13bcd1e9a623b309a1a6fcc51 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 22 May 2026 02:45:38 -0500
Subject: [PATCH 92/93] fix(items): harden photo ingestion and cutout flow

---
 functions/src/deleteAccountData.ts            |  13 +-
 functions/src/ingestItemFromPhotos.ts         | 357 ++++++-
 .../ios/ExpoVisionBgModule.swift              | 119 ++-
 src/addItem/components/AddItemPhotoPanel.tsx  |  16 +-
 src/addItem/controllerShared.ts               |  18 +-
 src/addItem/hooks/useItemDraft.ts             |  52 ++
 src/addItem/hooks/useItemExtraction.ts        |  55 +-
 src/addItem/hooks/usePhotoStep.ts             | 211 ++++-
 src/components/PhotoEditorSection.tsx         | 884 ++++++++----------
 src/lib/items.ts                              |  45 +-
 10 files changed, 1134 insertions(+), 636 deletions(-)

diff --git a/functions/src/deleteAccountData.ts b/functions/src/deleteAccountData.ts
index 0152000..3f72572 100644
--- a/functions/src/deleteAccountData.ts
+++ b/functions/src/deleteAccountData.ts
@@ -87,7 +87,7 @@ async function deleteUserStorageFiles(uid: string) {
   return files.length;
 }
 
-async function deleteUserRateLimitDocs(uidHash: string) {
+async function deleteUserRateLimitDocs(uidHash: string, uid: string) {
   let deleted = 0;
   const db = getFirestore();
   for (const endpoint of Object.keys(RATE_LIMITS)) {
@@ -114,6 +114,15 @@ async function deleteUserRateLimitDocs(uidHash: string) {
     deleted += 1;
     await commitBatch(batch, pendingWrites);
   }
+  const legacyParseIntentRef = db
+    .collection("functionRateLimits")
+    .doc("parseOutfitIntent")
+    .collection("users")
+    .doc(uid);
+  const legacyParseIntentSnap = await legacyParseIntentRef.get();
+  if (legacyParseIntentSnap.exists) {
+    deleted += await deleteDocumentTree(legacyParseIntentRef);
+  }
   return deleted;
 }
 
@@ -137,7 +146,7 @@ export const deleteAccountData = onCall(
 
     const firestoreDocumentsDeleted = await deleteDocumentTree(userRef);
     const storageFilesDeleted = await deleteUserStorageFiles(uid);
-    const rateLimitDocumentsDeleted = await deleteUserRateLimitDocs(uidHash);
+    const rateLimitDocumentsDeleted = await deleteUserRateLimitDocs(uidHash, uid);
     let authUserDeleted = false;
     try {
       await getAuth().deleteUser(uid);
diff --git a/functions/src/ingestItemFromPhotos.ts b/functions/src/ingestItemFromPhotos.ts
index c9a62f8..9d95616 100644
--- a/functions/src/ingestItemFromPhotos.ts
+++ b/functions/src/ingestItemFromPhotos.ts
@@ -126,10 +126,18 @@ type ItemDoc = {
   ingestion?: {
     status?: IngestionStatus;
     lastRunAt?: Timestamp | { toMillis?: () => number } | number | null;
-    error?: { message: string; code?: string };
+    startedAt?: Timestamp | { toMillis?: () => number } | number | null;
+    completedAt?: Timestamp | { toMillis?: () => number } | number | null;
+    failedAt?: Timestamp | { toMillis?: () => number } | number | null;
+    error?: { message: string; code?: string } | null;
+    errorCode?: string | null;
+    errorMessage?: string | null;
     lastProcessedPhotoHash?: string;
     lastProcessedSourceHash?: string;
     runId?: string;
+    attempt?: number;
+    workerVersion?: string;
+    canRetry?: boolean;
   };
   ingestionStatus?: string | null;
   isDraft?: boolean | null;
@@ -153,8 +161,12 @@ type RawExtraction = {
   subCategory?: string;
   type?: string | null;
   name?: string | null;
+  color?: string | null;
   colors?: string[];
   primaryColor?: string | null;
+  secondaryColors?: string[];
+  dominantColors?: string[];
+  palette?: string[];
   displayColor?: string | null;
   displayColors?: string[] | null;
   pattern?: string;
@@ -241,6 +253,11 @@ type LastRunAtValue =
 
 const MODEL = "gpt-5.4-mini";
 const HOUR_MS = 60 * 60 * 1000;
+const STALE_PROCESSING_MS = 10 * 60 * 1000;
+const INGEST_WORKER_VERSION = "add-item-ingestion-2026-05-08";
+const MAX_PROCESSING_IMAGE_DIMENSION = 1600;
+const MAX_CROP_IMAGE_DIMENSION = 1024;
+const SERVER_BG_REMOVAL_MAX_BYTES = 3 * 1024 * 1024;
 const ALLOWED_PATTERNS = new Set([
   "solid",
   "striped",
@@ -373,6 +390,44 @@ function toMillis(value: LastRunAtValue): number | null {
   return null;
 }
 
+function getProcessingStartedAtMs(item: ItemDoc | undefined): number | null {
+  return (
+    toMillis(item?.ingestion?.startedAt) ??
+    toMillis(item?.ingestion?.lastRunAt)
+  );
+}
+
+function isStaleProcessingStatus(
+  item: ItemDoc | undefined,
+  status: IngestionStatus | "",
+  nowMs = Date.now(),
+): boolean {
+  if (status !== "processing") return false;
+  const startedAtMs = getProcessingStartedAtMs(item);
+  return !startedAtMs || nowMs - startedAtMs >= STALE_PROCESSING_MS;
+}
+
+function getIngestionAttempt(item: ItemDoc | undefined): number {
+  const attempt = Number(item?.ingestion?.attempt ?? 0);
+  if (!Number.isFinite(attempt)) return 0;
+  return Math.max(0, Math.floor(attempt));
+}
+
+function safeIngestionFailureMessage(message: string): string {
+  const lower = message.toLowerCase();
+  if (lower.includes("rate limit")) return RATE_LIMIT_MESSAGE;
+  if (lower.includes("openai_api_key")) {
+    return "AI item detection is temporarily unavailable.";
+  }
+  if (lower.includes("image is too large")) {
+    return "The photo is too large to process. Please try a smaller image.";
+  }
+  if (lower.includes("failed to download") || lower.includes("image")) {
+    return "The photo could not be processed. Please try another image.";
+  }
+  return "AI item detection failed. Please try again.";
+}
+
 function normalizeComparableValue(value: unknown): unknown {
   if (value == null) return null;
   if (Array.isArray(value)) return value.map(normalizeComparableValue);
@@ -420,7 +475,7 @@ function extractPhotoUrls(item: ItemDoc): string[] {
     item.originalImageUrl ?? "",
     item.photoUrl ?? "",
     item.photoUri ?? "",
-    ...(Array.isArray(item.photos?.urls) ? item.photos!.urls : []),
+    ...(Array.isArray(item.photos?.urls) ? item.photos.urls : []),
   ];
 
   const deduped = Array.from(
@@ -454,7 +509,7 @@ function extractIngestionSourceUrls(item: ItemDoc): string[] {
     item.originalImageUrl ?? "",
     item.photoUrl ?? "",
     item.photoUri ?? "",
-    ...(Array.isArray(item.photos?.urls) ? item.photos!.urls : []),
+    ...(Array.isArray(item.photos?.urls) ? item.photos.urls : []),
   ];
   const deduped = Array.from(
     new Set(values.map((v) => String(v).trim()).filter(Boolean)),
@@ -726,24 +781,27 @@ function normalizeColorToken(raw: string): AllowedColor | null {
   if (text.includes("navy")) return "navy";
   if (text.includes("blue")) return "blue";
   if (text.includes("black")) return "black";
-  if (text.includes("white")) return "white";
   if (
     text.includes("cream") ||
     text.includes("ivory") ||
-    text.includes("off white")
+    text.includes("off white") ||
+    text.includes("offwhite")
   ) {
     return "cream";
   }
+  if (text.includes("white")) return "white";
   if (text.includes("gold")) return "gold";
   if (text.includes("silver")) return "silver";
   if (
-    text.includes("beige") ||
-    text.includes("tan") ||
-    text.includes("khaki")
-  ) {
-    return "beige";
-  }
-  if (text.includes("brown")) return "brown";
+    text.includes("chocolate") ||
+    text.includes("mocha") ||
+    text.includes("espresso") ||
+    text.includes("taupe") ||
+    text.includes("brown")
+  ) return "brown";
+  if (text.includes("camel") || text.includes("tan")) return "tan";
+  if (text.includes("khaki")) return "khaki";
+  if (text.includes("beige")) return "beige";
   if (text.includes("red")) return "red";
   if (text.includes("green")) return "green";
   if (text.includes("yellow")) return "yellow";
@@ -866,6 +924,15 @@ function mapRgbToAllowedColor(r: number, g: number, b: number): AllowedColor {
     return "grey";
   }
 
+  // Brown garments live in the red/orange/yellow hue range, but with
+  // lower value than true orange or yellow. Catch that before hue mapping.
+  if (h >= 10 && h < 55 && s >= 0.18 && v >= 0.16 && v < 0.72) {
+    return "brown";
+  }
+  if (h >= 20 && h < 65 && s >= 0.12 && v >= 0.45 && v < 0.86) {
+    return "tan";
+  }
+
   const mapByHue = (): AllowedColor | null => {
     if (h >= 345 || h < 15) return "red";
     if (h >= 15 && h < 45) return "orange";
@@ -951,6 +1018,60 @@ async function downloadImageBytes(uid: string, url: string): Promise<Buffer> {
   return response.bytes;
 }
 
+async function normalizeImageBytesForProcessing(
+  uid: string,
+  itemId: string,
+  bytes: Buffer,
+): Promise<Buffer> {
+  const metadata = await sharp(bytes).metadata();
+  const width = metadata.width ?? 0;
+  const height = metadata.height ?? 0;
+  const maxDimension = Math.max(width, height);
+  const hasAlpha = Boolean(metadata.hasAlpha);
+  let pipeline = sharp(bytes).rotate();
+  if (maxDimension > MAX_PROCESSING_IMAGE_DIMENSION) {
+    pipeline = pipeline.resize({
+      width: MAX_PROCESSING_IMAGE_DIMENSION,
+      height: MAX_PROCESSING_IMAGE_DIMENSION,
+      fit: "inside",
+      withoutEnlargement: true,
+    });
+  }
+
+  const normalized = hasAlpha
+    ? await pipeline.png({ compressionLevel: 9 }).toBuffer()
+    : await pipeline.jpeg({ quality: 86, mozjpeg: true }).toBuffer();
+
+  logger.info("[INGEST_IMAGE] normalized source image for processing", {
+    uidHash: redactUid(uid),
+    itemId,
+    originalBytes: bytes.byteLength,
+    normalizedBytes: normalized.byteLength,
+    originalWidth: width || null,
+    originalHeight: height || null,
+    maxDimension,
+    resized: maxDimension > MAX_PROCESSING_IMAGE_DIMENSION,
+    preservedAlpha: hasAlpha,
+  });
+
+  return normalized;
+}
+
+function shouldAttemptServerBackgroundRemoval(params: {
+  sourceType: string;
+  imageBytes: Buffer;
+}): boolean {
+  const sourceType = params.sourceType.trim().toLowerCase();
+  if (
+    sourceType === "aura_chat" ||
+    sourceType === "aura_product_link" ||
+    sourceType === "original"
+  ) {
+    return false;
+  }
+  return params.imageBytes.byteLength <= SERVER_BG_REMOVAL_MAX_BYTES;
+}
+
 async function hasTransparentPngBackground(bytes: Buffer): Promise<boolean> {
   const metadata = await sharp(bytes).metadata();
   if (metadata.format !== "png" || !metadata.hasAlpha) return false;
@@ -1478,8 +1599,8 @@ export const ingestItemFromPhotos = onDocumentWritten(
   {
     document: "users/{uid}/items/{itemId}",
     secrets: ["OPENAI_API_KEY"],
-    memory: "512MiB",
-    timeoutSeconds: 180,
+    memory: "1GiB",
+    timeoutSeconds: 240,
   },
   async (event) => {
     const uid = String(event.params.uid ?? "");
@@ -1499,6 +1620,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
       (sourceType === "aura_chat" || sourceType === "aura_product_link");
     const hasPhoto = photoUrls.length > 0;
     const status = getIngestionStatus(after);
+    const nowMs = Date.now();
+    const processingStartedAtMs = getProcessingStartedAtMs(after);
+    const staleProcessingRetry = isStaleProcessingStatus(after, status, nowMs);
     const lifecycleStatus = String(after.itemLifecycleStatus ?? "").trim().toLowerCase();
     const draftState = String(after.draftState ?? "").trim().toLowerCase();
     const isCancelledOrDeleted =
@@ -1525,6 +1649,9 @@ export const ingestItemFromPhotos = onDocumentWritten(
         : [],
       extractedPhotoUrls: photoUrls.map((url) => redactUrlForLogs(url)),
       hasPhoto,
+      processingStartedAtMs,
+      processingAgeMs: processingStartedAtMs ? nowMs - processingStartedAtMs : null,
+      staleProcessingRetry,
     });
     if (isCancelledOrDeleted) {
       logger.info("[INGEST_VALIDATE] skipping cancelled, deleted, or candidate item", {
@@ -1536,7 +1663,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       });
       return;
     }
-    if (status === "processing" || status === "done") {
+    if (status === "done") {
       logger.info("[INGEST_VALIDATE] skipping active or terminal status", {
         uidHash,
         itemId,
@@ -1546,6 +1673,29 @@ export const ingestItemFromPhotos = onDocumentWritten(
       });
       return;
     }
+    if (status === "processing" && !staleProcessingRetry) {
+      logger.info("[INGEST_VALIDATE] skipping fresh processing status", {
+        uidHash,
+        itemId,
+        status,
+        sourceType: sourceType || null,
+        isSnapDoneDraft,
+        processingStartedAtMs,
+        processingAgeMs: processingStartedAtMs ? nowMs - processingStartedAtMs : null,
+      });
+      return;
+    }
+    if (staleProcessingRetry) {
+      logger.warn("[INGEST_VALIDATE] retrying stale processing item", {
+        uidHash,
+        itemId,
+        status,
+        sourceType: sourceType || null,
+        isSnapDoneDraft,
+        processingStartedAtMs,
+        processingAgeMs: processingStartedAtMs ? nowMs - processingStartedAtMs : null,
+      });
+    }
     if (draftState === "awaiting_confirmation" || draftState === "cancelled") {
       logger.info("Skipping ingestion: awaiting user confirmation", {
         uidHash,
@@ -1561,11 +1711,16 @@ export const ingestItemFromPhotos = onDocumentWritten(
           .doc(`users/${uid}/items/${itemId}`)
           .set(
             {
+              ...(after.isDraft === true ? { draftState: "failed" } : {}),
               itemLifecycleStatus: "failed",
               ingestionStatus: "failed",
               ingestion: {
                 status: "failed",
                 lastRunAt: FieldValue.serverTimestamp(),
+                failedAt: FieldValue.serverTimestamp(),
+                errorCode: "unsafe_image_url",
+                errorMessage: "Image URL is not safe to process.",
+                canRetry: true,
                 error: {
                   code: "unsafe_image_url",
                   message: "Image URL is not safe to process.",
@@ -1657,7 +1812,8 @@ export const ingestItemFromPhotos = onDocumentWritten(
     const shouldRun =
       hasSourcePhoto &&
       !retryBlocked &&
-      (isCreate ||
+      (staleProcessingRetry ||
+        isCreate ||
         !status ||
         !currentSourceHash ||
         !processedSourceHash ||
@@ -1682,11 +1838,14 @@ export const ingestItemFromPhotos = onDocumentWritten(
       alreadyProcessedCurrentSource,
       retryBlocked,
       explicitRetryRequested,
+      staleProcessingRetry,
       shouldRun,
       skipReason: !hasSourcePhoto
         ? "missing-source-photo"
         : retryBlocked
           ? "recent-failed-same-source"
+          : staleProcessingRetry
+            ? null
           : explicitRetryRequested
             ? null
             : shouldRun
@@ -1702,6 +1861,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
         hasNewPhoto,
         retryBlocked,
         explicitRetryRequested,
+        staleProcessingRetry,
         declaredSourceHash,
         previousSourceHash: previousSourceHash || null,
         currentSourceHash: currentSourceHash || null,
@@ -1716,21 +1876,24 @@ export const ingestItemFromPhotos = onDocumentWritten(
     const latestSnapshot = await ref.get();
     const latestData = latestSnapshot.data() as ItemDoc | undefined;
     const latestStatus = getIngestionStatus(latestData);
+    const latestStaleProcessingRetry = isStaleProcessingStatus(latestData, latestStatus);
     const latestProcessedSourceHash = String(
       latestData?.ingestion?.lastProcessedSourceHash ?? "",
     ).trim();
-    if (latestStatus === "processing" || latestStatus === "done") {
+    if (latestStatus === "done" || (latestStatus === "processing" && !latestStaleProcessingRetry)) {
       logger.info("[INGEST_VALIDATE] skipping latest state already active/terminal", {
         uidHash,
         itemId,
         latestStatus,
+        latestStaleProcessingRetry,
       });
       return;
     }
     if (
       latestProcessedSourceHash &&
       currentSourceHash &&
-      latestProcessedSourceHash === currentSourceHash
+      latestProcessedSourceHash === currentSourceHash &&
+      !(latestStatus === "processing" && latestStaleProcessingRetry)
     ) {
       logger.info(
         "[INGEST_VALIDATE] skipping latest source already processed for current hash",
@@ -1744,7 +1907,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
       return;
     }
 
-    if (after.cleanedFromHash === currentSourceHash) {
+    if (after.cleanedFromHash === currentSourceHash && !staleProcessingRetry) {
       logger.info(
         "[INGEST_VALIDATE] skipping cleanedFromHash already matches current source",
         {
@@ -1766,11 +1929,16 @@ export const ingestItemFromPhotos = onDocumentWritten(
       });
       await ref.set(
         {
+          ...(after.isDraft === true ? { draftState: "failed" } : {}),
           itemLifecycleStatus: "failed",
           ingestionStatus: "failed",
           ingestion: {
             status: "failed",
             lastRunAt: FieldValue.serverTimestamp(),
+            failedAt: FieldValue.serverTimestamp(),
+            errorCode: "rate_limit",
+            errorMessage: RATE_LIMIT_MESSAGE,
+            canRetry: true,
             error: {
               code: "rate_limit",
               message: RATE_LIMIT_MESSAGE,
@@ -1784,12 +1952,15 @@ export const ingestItemFromPhotos = onDocumentWritten(
     }
 
     const runId = randomUUID();
+    const nextAttempt = getIngestionAttempt(latestData ?? after) + 1;
     logger.info("[INGEST_START] transition to processing", {
       uidHash,
       itemId,
       isSnapDoneDraft,
       from: status ?? "missing",
       to: "processing",
+      attempt: nextAttempt,
+      workerVersion: INGEST_WORKER_VERSION,
     });
     await ref.set(
       {
@@ -1801,9 +1972,18 @@ export const ingestItemFromPhotos = onDocumentWritten(
           runId,
           status: "processing",
           lastRunAt: FieldValue.serverTimestamp(),
+          startedAt: FieldValue.serverTimestamp(),
+          attempt: nextAttempt,
+          workerVersion: INGEST_WORKER_VERSION,
+          canRetry: false,
+          failedAt: null,
+          errorCode: null,
+          errorMessage: null,
+          error: null,
           lastProcessedPhotoHash: photoHash,
           lastProcessedSourceHash: currentSourceHash,
         },
+        updatedAt: Date.now(),
       },
       { merge: true },
     );
@@ -1811,19 +1991,33 @@ export const ingestItemFromPhotos = onDocumentWritten(
     try {
       let backgroundRemovalMethod: "client" | "server" | "none" =
         hasClientCleanedImage(after) ? "client" : "none";
-      let originalBytes = await downloadImageBytes(uid, photoUrls[0]);
+      const extracted = await extractWithOpenAI(photoUrls);
+      let imageBytes = await downloadImageBytes(uid, photoUrls[0]);
+      imageBytes = await normalizeImageBytesForProcessing(uid, itemId, imageBytes);
       if (backgroundRemovalMethod !== "client") {
-        const serverRemoval = await applyServerBackgroundRemoval({
-          uid,
-          itemId,
-          photoUrl: photoUrls[0],
-          imageBytes: originalBytes,
-        });
-        originalBytes = serverRemoval.bytes;
-        backgroundRemovalMethod = serverRemoval.method;
+        if (
+          shouldAttemptServerBackgroundRemoval({
+            sourceType,
+            imageBytes,
+          })
+        ) {
+          const serverRemoval = await applyServerBackgroundRemoval({
+            uid,
+            itemId,
+            photoUrl: photoUrls[0],
+            imageBytes,
+          });
+          imageBytes = serverRemoval.bytes;
+          backgroundRemovalMethod = serverRemoval.method;
+        } else {
+          logger.info("[BgRemoval] Server-side removal skipped; optional for this source", {
+            uidHash,
+            itemId,
+            sourceType: sourceType || null,
+            normalizedBytes: imageBytes.byteLength,
+          });
+        }
       }
-
-      const extracted = await extractWithOpenAI(photoUrls);
       let warning: string | null = null;
       const storedImageCandidates: {
         originalUrl?: string | null;
@@ -2002,18 +2196,28 @@ export const ingestItemFromPhotos = onDocumentWritten(
       );
       const colorsConfidence = clamp01(extracted.confidence?.colors ?? 0);
       const detailTags = normalizeDetailTags(extracted.detailTags);
+      const extractionColorInputs = [
+        ...(Array.isArray(extracted.colors) ? extracted.colors : []),
+        extracted.primaryColor,
+        extracted.color,
+        ...(Array.isArray(extracted.secondaryColors) ? extracted.secondaryColors : []),
+        ...(Array.isArray(extracted.dominantColors) ? extracted.dominantColors : []),
+        ...(Array.isArray(extracted.palette) ? extracted.palette : []),
+        extracted.displayColor,
+        ...(Array.isArray(extracted.displayColors) ? extracted.displayColors : []),
+      ].filter((value): value is string => typeof value === "string" && value.trim().length > 0);
       const { colors: aiColorsRaw, colorLabel } = normalizeColors(
-        extracted.colors,
+        extractionColorInputs,
       );
       const aiPrimaryColor = normalizeColorToken(
-        String(extracted.primaryColor ?? ""),
+        String(extracted.primaryColor ?? extracted.color ?? aiColorsRaw[0] ?? ""),
       );
       const aiColors = aiColorsRaw.slice(0, 3);
       const safeAiColorLabel = colorLabel?.trim() ? colorLabel.trim() : null;
       const aiDisplayColor = normalizeDisplayColorValue(extracted.displayColor);
       const aiDisplayColors = normalizeDisplayColors(extracted.displayColors);
 
-      const metadata = await sharp(originalBytes).metadata();
+      const metadata = await sharp(imageBytes).metadata();
       const imageWidth = metadata.width ?? 0;
       const imageHeight = metadata.height ?? 0;
       if (!imageWidth || !imageHeight) {
@@ -2021,15 +2225,22 @@ export const ingestItemFromPhotos = onDocumentWritten(
       }
 
       const cropRect = clampBbox(extracted.bbox, imageWidth, imageHeight);
-      const croppedForColorBytes = await sharp(originalBytes)
+      const croppedForColorBytes = await sharp(imageBytes)
         .extract({
           left: cropRect.left,
           top: cropRect.top,
           width: cropRect.cropWidth,
           height: cropRect.cropHeight,
         })
+        .resize({
+          width: MAX_CROP_IMAGE_DIMENSION,
+          height: MAX_CROP_IMAGE_DIMENSION,
+          fit: "inside",
+          withoutEnlargement: true,
+        })
         .png()
         .toBuffer();
+      const pixelResult = await detectPixelColor(croppedForColorBytes);
       const croppedBytes = await sharp(croppedForColorBytes)
         .jpeg({ quality: 85 })
         .toBuffer();
@@ -2046,7 +2257,6 @@ export const ingestItemFromPhotos = onDocumentWritten(
       );
       const thumbUrl = await uploadImageAndGetUrl(thumbStoragePath, thumbBytes);
 
-      const pixelResult = await detectPixelColor(croppedForColorBytes);
       const pixelPrimary = pixelResult.pixelColor;
       const pixelColors: AllowedColor[] = pixelPrimary ? [pixelPrimary] : [];
 
@@ -2400,13 +2610,35 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const preserveName =
         latestUserEditedFields.has("name") ||
         latestValueChanged("name", after.name);
-      const preserveColors =
+      const latestDisplayColorsValue = latestBeforeDone.get("displayColors");
+      const latestDisplayColorCandidates = [
+        latestBeforeDone.get("displayColor"),
+        ...(Array.isArray(latestDisplayColorsValue) ? latestDisplayColorsValue : []),
+      ].filter((value): value is string => typeof value === "string" && value.trim().length > 0);
+      const latestStoredColors = normalizeColors(latestBeforeDone.get("colors")).colors;
+      const latestStoredPrimaryColor = normalizeColorToken(
+        String(latestBeforeDone.get("primaryColor") ?? ""),
+      );
+      const latestStoredDisplayColors = normalizeColors(latestDisplayColorCandidates).colors;
+      const latestHasConcreteColorValue =
+        latestStoredColors.length > 0 ||
+        !!latestStoredPrimaryColor ||
+        latestStoredDisplayColors.length > 0;
+      const latestHasUserColorIntent =
         latestColorSource === "user" ||
         latestUserEditedFields.has("colors") ||
-        latestValueChanged("colors", after.colors) ||
-        latestValueChanged("primaryColor", after.primaryColor) ||
-        latestValueChanged("displayColor", after.displayColor) ||
-        latestValueChanged("displayColors", after.displayColors);
+        latestUserEditedFields.has("primaryColor") ||
+        latestUserEditedFields.has("displayColor") ||
+        latestUserEditedFields.has("displayColors");
+      const latestColorChangedWithValue =
+        latestHasConcreteColorValue &&
+        (latestValueChanged("colors", after.colors) ||
+          latestValueChanged("primaryColor", after.primaryColor) ||
+          latestValueChanged("displayColor", after.displayColor) ||
+          latestValueChanged("displayColors", after.displayColors));
+      const preserveColors =
+        latestHasConcreteColorValue &&
+        (latestHasUserColorIntent || latestColorChangedWithValue);
       const preserveBrand =
         latestBrandSource === "user" ||
         latestUserEditedFields.has("brand") ||
@@ -2414,6 +2646,12 @@ export const ingestItemFromPhotos = onDocumentWritten(
       const completionColorNeedsReview = preserveColors
         ? false
         : colorNeedsReview;
+      const completionLifecycleFields =
+        after.isDraft === true
+          ? isSnapDoneDraft
+            ? { isDraft: false, draftState: "ready", itemLifecycleStatus: "ready" }
+            : { draftState: "photo_uploaded", itemLifecycleStatus: "needs_review" }
+          : { draftState: "ready", itemLifecycleStatus: "ready" };
 
       await ref.set(
         {
@@ -2423,11 +2661,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
           photoUrl: preservedPrimaryDisplayUrl,
           imageUrls: preservedPhotoUrls,
           images: preservedImages,
-          ...(after.isDraft === true
-            ? isSnapDoneDraft
-              ? { isDraft: false, draftState: "ready", itemLifecycleStatus: "ready" }
-              : { draftState: "photo_uploaded", itemLifecycleStatus: "needs_review" }
-            : {}),
+          ...completionLifecycleFields,
           ...(!preserveName && !latestName && inferredName
             ? { name: inferredName }
             : {}),
@@ -2478,10 +2712,19 @@ export const ingestItemFromPhotos = onDocumentWritten(
                       ),
                     }
                   : {}),
+                colorConfidence,
+                colorNeedsReview: completionColorNeedsReview,
+                ...(aiColors.length > 0 ? { aiColors } : {}),
+                ...(pixelColors.length > 0 ? { pixelColors } : {}),
+                ...(pixelResult.pixelHex
+                  ? { pixelColorHex: pixelResult.pixelHex }
+                  : {}),
                 colorSource: "ai",
                 colorUpdatedAt: Date.now(),
               }
-            : {}),
+            : {
+                colorNeedsReview: completionColorNeedsReview,
+              }),
           ...(!preserveBrand && !shouldPreserveLegacyManualBrand
             ? {
                 brand,
@@ -2533,12 +2776,18 @@ export const ingestItemFromPhotos = onDocumentWritten(
             runId,
             status: "done",
             lastRunAt: FieldValue.serverTimestamp(),
+            completedAt: FieldValue.serverTimestamp(),
+            attempt: nextAttempt,
+            workerVersion: INGEST_WORKER_VERSION,
+            canRetry: false,
+            failedAt: null,
+            errorCode: null,
+            errorMessage: null,
             lastProcessedPhotoHash: photoHash,
             lastProcessedSourceHash: currentSourceHash,
-            ...(warning
-              ? { error: { message: warning, code: "warning" } }
-              : {}),
+            error: warning ? { message: warning, code: "warning" } : null,
           },
+          updatedAt: Date.now(),
         },
         { merge: true },
       );
@@ -2563,6 +2812,7 @@ export const ingestItemFromPhotos = onDocumentWritten(
     } catch (error) {
       const message =
         error instanceof Error ? error.message : "Unknown ingestion error";
+      const safeMessage = safeIngestionFailureMessage(message);
       logger.error("[INGEST_ERROR] ingestion failed", {
         uidHash,
         itemId,
@@ -2632,13 +2882,20 @@ export const ingestItemFromPhotos = onDocumentWritten(
             runId,
             status: "failed",
             lastRunAt: FieldValue.serverTimestamp(),
+            failedAt: FieldValue.serverTimestamp(),
+            attempt: nextAttempt,
+            workerVersion: INGEST_WORKER_VERSION,
+            canRetry: true,
+            errorCode: "ingestion_failed",
+            errorMessage: safeMessage,
             lastProcessedPhotoHash: photoHash,
             lastProcessedSourceHash: currentSourceHash,
             error: {
               code: "ingestion_failed",
-              message,
+              message: safeMessage,
             },
           },
+          updatedAt: Date.now(),
         },
         { merge: true },
       );
diff --git a/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift b/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
index 9be578e..f53f1c8 100644
--- a/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
+++ b/modules/expo-vision-bg/ios/ExpoVisionBgModule.swift
@@ -275,22 +275,36 @@ public class ExpoVisionBgModule: Module {
     )
     let mask = masks.alphaMask
     print("[VisionBG] mask image generated extent=\(mask.extent)")
-    let cutout = self.decontaminatedCutout(
+    let baseCutout = self.decontaminatedCutout(
       sourceImage: input,
       alphaMask: mask,
       interiorMask: masks.interiorMask,
       targetExtent: input.extent
     )
+    let ciContext = CIContext(options: nil)
+    let cutout = self.smoothedCutoutImage(
+      sourceImage: input,
+      baseCutout: baseCutout,
+      alphaMask: mask,
+      edgePolish: Float(edgePolish),
+      targetExtent: input.extent,
+      context: ciContext
+    )
     print("[VisionBG] cutout image generated extent=\(cutout.extent)")
 
-    let ciContext = CIContext(options: nil)
     guard let previewCGImage = ciContext.createCGImage(cutout, from: input.extent) else {
       throw VisionBgError.maskGenerationFailed
     }
 
     let previewAlphaInfo = previewCGImage.alphaInfo
     print("[VisionBG] preview alpha info: \(previewAlphaInfo.rawValue)")
-    assert(self.hasAlpha(previewAlphaInfo), "Vision output should preserve alpha")
+    guard self.hasAlpha(previewAlphaInfo),
+          self.isUsableCutoutImage(previewCGImage) else {
+      #if DEBUG
+      print("[CutoutSmooth] invalid cutout output; falling back to original image path")
+      #endif
+      throw VisionBgError.maskGenerationFailed
+    }
 
     let outputUrl = try self.writePngImage(
       cutout,
@@ -487,6 +501,26 @@ public class ExpoVisionBgModule: Module {
     )
   }
 
+  private func isUsableCutoutImage(_ image: CGImage) -> Bool {
+    let width = image.width
+    let height = image.height
+    guard width > 0, height > 0 else {
+      return false
+    }
+
+    let transparency = transparencyStats(for: image)
+    guard transparency.hasTransparency,
+          transparency.ratio > 0.005,
+          transparency.ratio < 0.995,
+          let bounds = alphaBounds(for: image) else {
+      return false
+    }
+
+    let imageArea = CGFloat(width * height)
+    let contentArea = bounds.width * bounds.height
+    return contentArea >= max(CGFloat(16), imageArea * 0.001)
+  }
+
   private func loadOrientedCGImage(from uri: String) throws -> CGImage {
     guard let inputUrl = normalizeFileUrl(uri) else {
       throw VisionBgError.badInput("The URI is not a valid local file path.")
@@ -622,6 +656,11 @@ public class ExpoVisionBgModule: Module {
         .cropped(to: workingExtent)
     }
 
+    let closeRadius = smallGapCloseRadius(cleanupRadius, workingScale: workingScale)
+    if closeRadius > 0.05 {
+      tightMask = closedMaskImage(tightMask, radius: closeRadius, to: workingExtent)
+    }
+
     let interiorMask = workingScale > 1.01
       ? resampledImage(tightMask, to: targetExtent)
       : tightMask.cropped(to: targetExtent)
@@ -630,9 +669,8 @@ public class ExpoVisionBgModule: Module {
 
     // The tight mask removes the halo-prone outer rim. A final clean antialias band
     // smooths fabric curves without returning to Vision's contaminated soft mask.
-    _ = feather
     return (
-      antialiasedMaskImage(finalInteriorMask, to: targetExtent),
+      antialiasedMaskImage(finalInteriorMask, to: targetExtent, feather: feather),
       finalInteriorMask
     )
   }
@@ -662,16 +700,53 @@ public class ExpoVisionBgModule: Module {
     return min(1.4, 0.75 + clamped * 0.9)
   }
 
-  private func antialiasedMaskImage(
+  private func smallGapCloseRadius(_ cleanupRadius: Int, workingScale: CGFloat) -> CGFloat {
+    let normalized = CGFloat(max(0, min(8, cleanupRadius)))
+    guard normalized > 0 else {
+      return 0
+    }
+
+    let baseRadius = max(0.28, min(0.52, normalized * 0.18))
+    return baseRadius * workingScale
+  }
+
+  private func closedMaskImage(
     _ mask: CIImage,
+    radius: CGFloat,
     to targetExtent: CGRect
   ) -> CIImage {
+    mask
+      .applyingFilter("CIMorphologyMaximum", parameters: [
+        kCIInputRadiusKey: radius
+      ])
+      .cropped(to: targetExtent)
+      .applyingFilter("CIMorphologyMinimum", parameters: [
+        kCIInputRadiusKey: radius
+      ])
+      .cropped(to: targetExtent)
+  }
+
+  private func antialiasedMaskImage(
+    _ mask: CIImage,
+    to targetExtent: CGRect,
+    feather: Int
+  ) -> CIImage {
+    let featherBoost = CGFloat(max(0, min(2, feather))) * 0.08
+    let blurRadius = max(0.68, min(0.92, 0.78 + featherBoost))
     let smoothed = mask
       .applyingFilter("CIGaussianBlur", parameters: [
-        kCIInputRadiusKey: 0.65
+        kCIInputRadiusKey: blurRadius
       ])
       .cropped(to: targetExtent)
 
+    if let rampKernel = Self.alphaRampKernel,
+       let ramped = rampKernel.apply(
+        extent: targetExtent,
+        arguments: [smoothed, Float(0.5), Float(0.44)]
+       ) {
+      return ramped.cropped(to: targetExtent)
+    }
+
     guard let kernel = Self.antialiasMaskKernel,
           let antialiased = kernel.apply(
             extent: targetExtent,
@@ -727,6 +802,36 @@ public class ExpoVisionBgModule: Module {
     return cleaned.cropped(to: targetExtent)
   }
 
+  private func smoothedCutoutImage(
+    sourceImage: CIImage,
+    baseCutout: CIImage,
+    alphaMask: CIImage,
+    edgePolish: Float,
+    targetExtent: CGRect,
+    context: CIContext
+  ) -> CIImage {
+    let safeEdgePolish = max(0.35, min(0.65, edgePolish))
+    let polished = applyColorMatchedEdgeCleanup(
+      cutout: baseCutout,
+      mask: alphaMask,
+      sourceImage: sourceImage,
+      edgePolish: safeEdgePolish,
+      targetExtent: targetExtent
+    )
+    guard let rendered = context.createCGImage(polished, from: targetExtent),
+          isUsableCutoutImage(rendered) else {
+      #if DEBUG
+      print("[CutoutSmooth] smoothing failed; using unsmoothed cutout")
+      #endif
+      return baseCutout.cropped(to: targetExtent)
+    }
+
+    #if DEBUG
+    print("[CutoutSmooth] smoothing succeeded")
+    #endif
+    return polished.cropped(to: targetExtent)
+  }
+
   private func sourceEdgeMapImage(
     _ sourceImage: CIImage,
     to targetExtent: CGRect
diff --git a/src/addItem/components/AddItemPhotoPanel.tsx b/src/addItem/components/AddItemPhotoPanel.tsx
index 73b45fc..71bdb5e 100644
--- a/src/addItem/components/AddItemPhotoPanel.tsx
+++ b/src/addItem/components/AddItemPhotoPanel.tsx
@@ -89,12 +89,6 @@ export const AddItemPhotoPanel = React.memo(function AddItemPhotoPanel({
             fallbackPreviewUri={derived.fallbackPreviewUri}
             hasCutoutPreview={derived.hasCutoutPreview}
             maskDebugUri={derived.maskDebugUri}
-            refineValue={state.refineValue}
-            edgePolish={state.edgePolish}
-            debugThreshold={state.debugThreshold}
-            debugCleanupRadius={state.debugCleanupRadius}
-            debugFeather={state.debugFeather}
-            debugEdgeTighten={state.debugEdgeTighten}
             isProcessing={state.refiningCutout}
             canRefine={derived.canRefineCutout}
             isAiRunning={state.aiStatus === "running"}
@@ -116,14 +110,8 @@ export const AddItemPhotoPanel = React.memo(function AddItemPhotoPanel({
               }
               void actions.resetCreateFlow("remove-photo", { deleteActiveDraft: true });
             }}
-            onRefineChange={actions.handleRefineValueChange}
-            onRefineComplete={actions.handleRefineValueComplete}
-            onResetRefine={actions.handleRefineReset}
-            onEdgePolishChange={actions.handleEdgePolishChange}
-            onDebugThresholdChange={actions.handleDebugRefineThresholdChange}
-            onDebugCleanupRadiusChange={actions.handleDebugRefineCleanupRadiusChange}
-            onDebugFeatherChange={actions.handleDebugRefineFeatherChange}
-            onDebugEdgeTightenChange={actions.handleDebugRefineEdgeTightenChange}
+            onUseOriginal={actions.useOriginalPhoto}
+            onRerunCutout={() => void actions.retryBackgroundRemoval()}
             onReplace={() => void actions.pickPhoto("library")}
             onRefineOpen={() => {}}
             frameless
diff --git a/src/addItem/controllerShared.ts b/src/addItem/controllerShared.ts
index 0037473..dbffd0e 100644
--- a/src/addItem/controllerShared.ts
+++ b/src/addItem/controllerShared.ts
@@ -114,6 +114,7 @@ export function normalizeDisplayColorToDefault(value: unknown) {
 
   const aliases: [string, string][] = [
     ["off white", "Cream"],
+    ["offwhite", "Cream"],
     ["ivory", "Cream"],
     ["cream", "Cream"],
     ["light blue", "Blue"],
@@ -125,9 +126,15 @@ export function normalizeDisplayColorToDefault(value: unknown) {
     ["gray", "Grey"],
     ["charcoal", "Grey"],
     ["khaki", "Khaki"],
+    ["camel", "Tan"],
     ["olive", "Olive"],
     ["tan", "Tan"],
     ["beige", "Beige"],
+    ["chocolate", "Brown"],
+    ["mocha", "Brown"],
+    ["espresso", "Brown"],
+    ["taupe", "Brown"],
+    ["dark brown", "Brown"],
     ["brown", "Brown"],
     ["black", "Black"],
     ["white", "White"],
@@ -271,7 +278,16 @@ export function nearestColorLabel(rgb: { r: number; g: number; b: number }) {
 
 export function normalizeColorList(values: unknown) {
   if (!Array.isArray(values)) return [] as string[];
-  return values.map((v) => normColor(String(v))).filter(Boolean).slice(0, 2);
+  const allowed = new Set(DEFAULT_COLORS);
+  const out: string[] = [];
+  for (const value of values) {
+    const normalized =
+      normalizeDisplayColorToDefault(value) || normColor(String(value));
+    if (!normalized || !allowed.has(normalized) || out.includes(normalized)) continue;
+    out.push(normalized);
+    if (out.length >= 2) break;
+  }
+  return out;
 }
 
 export function hasTwoLegRegionCue(data: any) {
diff --git a/src/addItem/hooks/useItemDraft.ts b/src/addItem/hooks/useItemDraft.ts
index f97ad6d..2c5bd20 100644
--- a/src/addItem/hooks/useItemDraft.ts
+++ b/src/addItem/hooks/useItemDraft.ts
@@ -15,6 +15,7 @@ import { Alert, LayoutAnimation, Platform, UIManager } from "react-native";
 
 import { type AddItemMode, norm, normColor } from "../controllerShared";
 import { db } from "../../lib/firebase";
+import { analyticsErrorProperties, trackLaunchEvent } from "../../lib/analytics";
 import { safeGoBack } from "../../lib/navigation";
 import { Toast } from "../../lib/toast";
 import { normalizeCategoryForStorage } from "../../lib/items";
@@ -587,8 +588,13 @@ export function useItemDraft({
           "photos.images": nextPhoto.images,
           isDraft: false,
           draftState: "ready",
+          itemLifecycleStatus:
+            (photo.state.pendingPhotoUri || isConfirmationDraft) && canKickoffIngestion
+              ? "processing"
+              : "ready",
           ...((photo.state.pendingPhotoUri || isConfirmationDraft) && canKickoffIngestion
             ? {
+                ingestionStatus: "pending",
                 ingestion: {
                   status: "pending",
                   lastRunAt: Date.now(),
@@ -609,6 +615,16 @@ export function useItemDraft({
         await updateDoc(itemRef, updatePayload);
         lastFinalizedSubmissionKeyRef.current = submissionKey;
         Toast.success("Item updated");
+        void trackLaunchEvent({
+          userId: uid,
+          eventName: "wardrobe_item_updated",
+          properties: {
+            itemId: itemRef.id,
+            mode,
+            category: category ?? Category.TOP,
+            photoCount: nextPhoto.imageUrls.length,
+          },
+        });
         resetDraftState();
         photo.actions.resetPhotoState?.();
         extraction.actions.resetExtractionState?.();
@@ -626,6 +642,7 @@ export function useItemDraft({
           "photos.images": nextPhoto.images,
           isDraft: false,
           draftState: "ready",
+          itemLifecycleStatus: "ready",
           updatedAt: Date.now(),
         };
         if (nextPhoto.cleanedUrl) {
@@ -643,6 +660,8 @@ export function useItemDraft({
           canKickoffIngestion &&
           photo.refs.syncedPreviewUriRef.current !== photo.state.pendingPhotoUri
         ) {
+          updatePayload.itemLifecycleStatus = "processing";
+          updatePayload.ingestionStatus = "pending";
           updatePayload.ingestion = {
             status: "pending",
             lastRunAt: Date.now(),
@@ -657,6 +676,17 @@ export function useItemDraft({
           });
         }
         Toast.itemAdded();
+        void trackLaunchEvent({
+          userId: uid,
+          eventName: "wardrobe_item_added",
+          properties: {
+            itemId: itemRef.id,
+            source: "draft",
+            category: category ?? Category.TOP,
+            photoCount: nextPhoto.imageUrls.length,
+            ingestionStatus: updatePayload.ingestionStatus ?? "ready",
+          },
+        });
         await resetCreateFlow?.("post-save");
         extraction.actions.stopDraftSubscription?.();
         finalizedAndExiting = true;
@@ -717,6 +747,17 @@ export function useItemDraft({
         });
       }
       Toast.itemAdded();
+      void trackLaunchEvent({
+        userId: uid,
+        eventName: "wardrobe_item_added",
+        properties: {
+          itemId: itemRef.id,
+          source: "manual",
+          category: category ?? Category.TOP,
+          photoCount: nextPhoto.imageUrls.length,
+          ingestionStatus: canKickoffIngestion ? "pending" : "ready",
+        },
+      });
       await resetCreateFlow?.("post-save");
       extraction.actions.stopDraftSubscription?.();
       finalizedAndExiting = true;
@@ -725,6 +766,17 @@ export function useItemDraft({
       }
       router.replace(itemDetailRoute(itemRef.id));
     } catch (e: any) {
+      void trackLaunchEvent({
+        userId: uid,
+        eventName: "wardrobe_item_save_failed",
+        properties: {
+          mode,
+          isEdit,
+          hasPhoto: hasAtLeastOnePhoto,
+          category: category ?? Category.TOP,
+          ...analyticsErrorProperties(e),
+        },
+      });
       Alert.alert(
         "Error",
         e?.message ?? (isEdit ? "Failed to update item" : "Failed to add item")
diff --git a/src/addItem/hooks/useItemExtraction.ts b/src/addItem/hooks/useItemExtraction.ts
index cdbdf15..bec9c57 100644
--- a/src/addItem/hooks/useItemExtraction.ts
+++ b/src/addItem/hooks/useItemExtraction.ts
@@ -496,23 +496,29 @@ export function useItemExtraction({
     }
     setAiDebugAspectRatio(aspectRatio);
 
+    const aiDebug = data?.aiDebug ?? {};
     const rawColors = normalizeColorList(data?.colors);
-    const rawPrimary = normColor(String(data?.primaryColor ?? ""));
-    const colorNeedsReview = Boolean(data?.colorNeedsReview);
-    const pixelHex = norm(String(data?.pixelColorHex ?? data?.pixelHex ?? ""));
+    const rawPrimary = normalizeColorList([data?.primaryColor])[0] ?? "";
+    const debugColors = normalizeColorList([
+      ...(Array.isArray(aiDebug?.aiColors) ? aiDebug.aiColors : []),
+      aiDebug?.aiPrimaryColor,
+      aiDebug?.aiColorLabel,
+      aiDebug?.displayColor,
+      ...(Array.isArray(aiDebug?.displayColors) ? aiDebug.displayColors : []),
+      ...(Array.isArray(aiDebug?.pixelColors) ? aiDebug.pixelColors : []),
+    ]);
+    const pixelHex = norm(String(data?.pixelColorHex ?? data?.pixelHex ?? aiDebug?.pixelColorHex ?? ""));
     const dominantRgb = parseHexRgb(pixelHex);
     const dominantColor = dominantRgb ? nearestColorLabel(dominantRgb) : "";
-    const dominantColorLabel = colorNeedsReview ? "" : normColor(dominantColor);
+    const dominantColorLabel = normColor(dominantColor);
     const warmNeutralDominant = ["Beige", "Brown", "Khaki", "Tan", "Olive"].includes(
       dominantColorLabel
     );
-    const filteredRawColors = (colorNeedsReview ? [] : rawColors).filter(
+    const filteredRawColors = rawColors.filter(
       (color) => !(warmNeutralDominant && (color === "Orange" || color === "Grey"))
     );
     const filteredRawPrimary =
-      colorNeedsReview
-        ? ""
-        : warmNeutralDominant && (rawPrimary === "Orange" || rawPrimary === "Grey")
+      warmNeutralDominant && (rawPrimary === "Orange" || rawPrimary === "Grey")
         ? ""
         : rawPrimary;
     const displayColorFallback = normalizeDisplayColorToDefault(
@@ -520,6 +526,9 @@ export function useItemExtraction({
         data?.displayColor,
         ...(Array.isArray(data?.displayColors) ? data.displayColors : []),
         data?.colorLabel,
+        aiDebug?.displayColor,
+        ...(Array.isArray(aiDebug?.displayColors) ? aiDebug.displayColors : []),
+        aiDebug?.aiColorLabel,
       ]
         .filter(Boolean)
         .join(" ")
@@ -527,6 +536,7 @@ export function useItemExtraction({
     const finalColors = [
       ...filteredRawColors,
       ...(filteredRawPrimary ? [filteredRawPrimary] : []),
+      ...debugColors,
       ...(filteredRawColors.length === 0 && !filteredRawPrimary && displayColorFallback
         ? [displayColorFallback]
         : []),
@@ -1007,6 +1017,8 @@ export function useItemExtraction({
           lastWashedAt: null,
           isDraft: true,
           draftState: "photo_uploaded",
+          itemLifecycleStatus: "processing",
+          ingestionStatus: "pending",
           name: null,
           brand: null,
           subCategory: "",
@@ -1255,13 +1267,32 @@ export function useItemExtraction({
   }, []);
 
   const autofillTriggerUri = useMemo(
-    () => photo.state.autofillCutoutUri ?? null,
-    [photo.state.autofillCutoutUri]
+    () =>
+      photo.state.autofillCutoutUri ??
+      photo.state.pendingPhotoUri ??
+      photo.state.originalPickedPhotoUri ??
+      null,
+    [
+      photo.state.autofillCutoutUri,
+      photo.state.originalPickedPhotoUri,
+      photo.state.pendingPhotoUri,
+    ]
   );
 
   const autofillInputSource = useMemo<"cutout" | "original" | "">(
-    () => (photo.state.autofillCutoutUri ? "cutout" : ""),
-    [photo.state.autofillCutoutUri]
+    () =>
+      photo.state.autofillCutoutUri &&
+      autofillTriggerUri === photo.state.autofillCutoutUri &&
+      photo.state.autofillCutoutUri !== photo.state.originalPickedPhotoUri
+        ? "cutout"
+        : autofillTriggerUri
+        ? "original"
+        : "",
+    [
+      autofillTriggerUri,
+      photo.state.autofillCutoutUri,
+      photo.state.originalPickedPhotoUri,
+    ]
   );
 
   const autofillTriggerHash = useMemo(() => {
diff --git a/src/addItem/hooks/usePhotoStep.ts b/src/addItem/hooks/usePhotoStep.ts
index 0cfc9cd..f218e27 100644
--- a/src/addItem/hooks/usePhotoStep.ts
+++ b/src/addItem/hooks/usePhotoStep.ts
@@ -260,6 +260,43 @@ export function usePhotoStep({
     []
   );
 
+  const commitPrimaryPhotoCutout = useCallback(
+    (payload: {
+      cutoutUri: string | null;
+      previewUri: string | null;
+      maskUri: string | null;
+      hasTransparency: boolean;
+      transparentPixelRatio: number;
+      contentBounds?: SelectedPhotoEntry["contentBounds"];
+      cutoutWidth?: number | null;
+      cutoutHeight?: number | null;
+      visualNormalization: VisualNormalization | null;
+    }) => {
+      setSelectedPhotos((prev) => {
+        const targetId = primaryPhotoId ?? prev[0]?.id ?? null;
+        if (!targetId) return prev;
+        return prev.map((entry) =>
+          entry.id === targetId
+            ? {
+                ...entry,
+                cleanedLocalUri: payload.cutoutUri,
+                normalizedLocalUri: payload.previewUri,
+                hasTransparency: payload.hasTransparency,
+                transparentPixelRatio: payload.transparentPixelRatio,
+                maskUri: payload.maskUri,
+                contentBounds: payload.contentBounds ?? null,
+                cutoutWidth: payload.cutoutWidth ?? null,
+                cutoutHeight: payload.cutoutHeight ?? null,
+                visualNormalization: payload.visualNormalization,
+                uploaded: null,
+              }
+            : entry
+        );
+      });
+    },
+    [primaryPhotoId]
+  );
+
   const previewPhotoUri =
     (pendingCutoutHasTransparency &&
     pendingCutoutTransparencyRatio >= MIN_USABLE_CUTOUT_TRANSPARENCY
@@ -512,7 +549,7 @@ export function usePhotoStep({
 
   const retryBackgroundRemoval = useCallback(async () => {
     if (!originalPickedPhotoUri || !canRefineCutout) return;
-    const options = getRefineOptions(refineValue);
+    const options = currentDebugRefineOptions();
     const requestId = latestRefineRequestIdRef.current + 1;
     latestRefineRequestIdRef.current = requestId;
     setRefiningCutout(true);
@@ -548,15 +585,37 @@ export function usePhotoStep({
             imageHeight: cutout.height,
           })
         : null;
-      commitPendingCutoutState("retry", {
-        cutoutUri: usableCutout ? cutout.uri : null,
-        previewUri: previewCutoutUri,
-        maskUri: usableCutout ? cutout.maskUri : null,
-        hasTransparency: usableCutout ? cutout.hasTransparency : false,
-        transparentPixelRatio: usableCutout ? cutout.transparentPixelRatio : 0,
-      });
-      setPendingVisualNormalization(visualNormalization);
-      setCleanedPhotoUrl(null);
+      if (usableCutout) {
+        commitPendingCutoutState("retry", {
+          cutoutUri: cutout.uri,
+          previewUri: previewCutoutUri,
+          maskUri: cutout.maskUri,
+          hasTransparency: cutout.hasTransparency,
+          transparentPixelRatio: cutout.transparentPixelRatio,
+        });
+        commitPrimaryPhotoCutout({
+          cutoutUri: cutout.uri,
+          previewUri: previewCutoutUri,
+          maskUri: cutout.maskUri,
+          hasTransparency: cutout.hasTransparency,
+          transparentPixelRatio: cutout.transparentPixelRatio,
+          contentBounds: cutout.contentBounds,
+          cutoutWidth: cutout.width,
+          cutoutHeight: cutout.height,
+          visualNormalization,
+        });
+        setPendingVisualNormalization(visualNormalization);
+        setCleanedPhotoUrl(null);
+      }
+      if (__DEV__) {
+        console.log("[RefineCutout] refine applied", {
+          hasOriginal: Boolean(originalPickedPhotoUri),
+          hasPreviousCutout: Boolean(pendingCleanedPhotoUri),
+          hasResult: usableCutout,
+          resultUri: usableCutout ? cutout.uri : null,
+          params: options,
+        });
+      }
       if (!usableCutout) {
         setBgRemovalError(CUTOUT_ERROR_MESSAGE);
       }
@@ -575,7 +634,10 @@ export function usePhotoStep({
     buildNormalizedPreviewCutout,
     canRefineCutout,
     commitPendingCutoutState,
+    commitPrimaryPhotoCutout,
+    currentDebugRefineOptions,
     originalPickedPhotoUri,
+    pendingCleanedPhotoUri,
     pendingPhotoWidth,
     prepareImageUriForCutout,
     refineValue,
@@ -598,8 +660,14 @@ export function usePhotoStep({
     ) => {
       if (!canRefineCutout || !originalPickedPhotoUri) return;
       const normalizedValue = Math.max(0, Math.min(1, value));
-      const { threshold, cleanupRadius, feather, edgeTighten, maskToAlpha } =
-        explicitOptions ?? getRefineOptions(normalizedValue);
+      const {
+        threshold,
+        cleanupRadius,
+        feather,
+        edgeTighten,
+        edgePolish: scheduledEdgePolish,
+        maskToAlpha,
+      } = explicitOptions ?? getRefineOptions(normalizedValue);
       const requestKey = getRefineRequestKey(originalPickedPhotoUri, normalizedValue);
       if (!explicitOptions && lastCompletedRefineKeyRef.current === requestKey) return;
 
@@ -616,7 +684,14 @@ export function usePhotoStep({
             inputUri: localCutoutInputUri,
             width: pendingPhotoWidth,
             height: null,
-            options: { threshold, cleanupRadius, feather, edgeTighten, edgePolish, maskToAlpha },
+            options: {
+              threshold,
+              cleanupRadius,
+              feather,
+              edgeTighten,
+              edgePolish: scheduledEdgePolish,
+              maskToAlpha,
+            },
             tag: "refine",
           });
           if (requestId !== latestRefineRequestIdRef.current) {
@@ -650,8 +725,37 @@ export function usePhotoStep({
             transparentPixelRatio: usableCutout ? cutout.transparentPixelRatio : 0,
             updateAutofillCutout: immediate,
           });
+          if (immediate) {
+            commitPrimaryPhotoCutout({
+              cutoutUri: usableCutout ? cutout.uri : null,
+              previewUri: previewCutoutUri,
+              maskUri: usableCutout ? cutout.maskUri : null,
+              hasTransparency: usableCutout ? cutout.hasTransparency : false,
+              transparentPixelRatio: usableCutout ? cutout.transparentPixelRatio : 0,
+              contentBounds: usableCutout ? cutout.contentBounds : null,
+              cutoutWidth: usableCutout ? cutout.width : null,
+              cutoutHeight: usableCutout ? cutout.height : null,
+              visualNormalization,
+            });
+          }
           setPendingVisualNormalization(visualNormalization);
           setCleanedPhotoUrl(null);
+          if (__DEV__) {
+            console.log("[RefineCutout] refine applied", {
+              hasOriginal: Boolean(originalPickedPhotoUri),
+              hasPreviousCutout: Boolean(pendingCleanedPhotoUri),
+              hasResult: usableCutout,
+              resultUri: usableCutout ? cutout.uri : null,
+              params: {
+                threshold,
+                cleanupRadius,
+                feather,
+                edgeTighten,
+                edgePolish: scheduledEdgePolish,
+                maskToAlpha,
+              },
+            });
+          }
           if (!usableCutout) {
             setBgRemovalError(CUTOUT_ERROR_MESSAGE);
           }
@@ -683,9 +787,10 @@ export function usePhotoStep({
       buildNormalizedPreviewCutout,
       canRefineCutout,
       commitPendingCutoutState,
-      edgePolish,
+      commitPrimaryPhotoCutout,
       extractionRef,
       originalPickedPhotoUri,
+      pendingCleanedPhotoUri,
       pendingPhotoWidth,
       prepareImageUriForCutout,
       analyzeCurrentVisualNormalization,
@@ -693,24 +798,38 @@ export function usePhotoStep({
     ]
   );
 
-  const handleRefineValueChange = useCallback((value: number) => {
-    if (__DEV__) {
-      void value;
-    }
-  }, []);
+  const handleRefineValueChange = useCallback(
+    (value: number) => {
+      const next = Math.max(0, Math.min(1, value));
+      const options = getRefineOptions(next);
+      setRefineValue(next);
+      setDebugThreshold(options.threshold);
+      setDebugCleanupRadius(options.cleanupRadius);
+      setDebugFeather(options.feather);
+      setDebugEdgeTighten(options.edgeTighten);
+      scheduleRefine(next, false, {
+        ...options,
+        edgePolish,
+      });
+    },
+    [edgePolish, scheduleRefine]
+  );
 
   const handleRefineValueComplete = useCallback(
     (value: number) => {
-      setRefineValue(value);
-      const options = getRefineOptions(value);
-      setEdgePolish(options.edgePolish);
+      const next = Math.max(0, Math.min(1, value));
+      setRefineValue(next);
+      const options = getRefineOptions(next);
       setDebugThreshold(options.threshold);
       setDebugCleanupRadius(options.cleanupRadius);
       setDebugFeather(options.feather);
       setDebugEdgeTighten(options.edgeTighten);
-      scheduleRefine(value, true, options);
+      scheduleRefine(next, true, {
+        ...options,
+        edgePolish,
+      });
     },
-    [scheduleRefine]
+    [edgePolish, scheduleRefine]
   );
 
   const handleRefineReset = useCallback(() => {
@@ -724,6 +843,49 @@ export function usePhotoStep({
     scheduleRefine(DEFAULT_REFINE_VALUE, true, options);
   }, [scheduleRefine]);
 
+  const useOriginalPhoto = useCallback(() => {
+    if (refineTimeoutRef.current) {
+      clearTimeout(refineTimeoutRef.current);
+      refineTimeoutRef.current = null;
+    }
+    latestRefineRequestIdRef.current += 1;
+    setRefiningCutout(false);
+    setBgRemovalError(null);
+    setCleanedPhotoUrl(null);
+    setServerCleanedUrl(null);
+    setPendingVisualNormalization(null);
+    setUploadedPhotoRecord(null);
+    lastCompletedRefineKeyRef.current = "";
+    commitPendingCutoutState("use-original", {
+      cutoutUri: null,
+      previewUri: null,
+      maskUri: null,
+      hasTransparency: false,
+      transparentPixelRatio: 0,
+      updateAutofillCutout: true,
+    });
+    setSelectedPhotos((prev) => {
+      const targetId = primaryPhotoId ?? prev[0]?.id ?? null;
+      return prev.map((entry) =>
+        entry.id === targetId
+          ? {
+              ...entry,
+              cleanedLocalUri: null,
+              normalizedLocalUri: null,
+              hasTransparency: false,
+              transparentPixelRatio: 0,
+              maskUri: null,
+              contentBounds: null,
+              cutoutWidth: null,
+              cutoutHeight: null,
+              visualNormalization: null,
+              uploaded: null,
+            }
+          : entry
+      );
+    });
+  }, [commitPendingCutoutState, primaryPhotoId]);
+
   const handleEdgePolishChange = useCallback(
     (value: number, commit = false) => {
       const next = Math.max(0, Math.min(1, value));
@@ -1627,6 +1789,7 @@ export function usePhotoStep({
     handleRefineValueChange,
     handleRefineValueComplete,
     handleRefineReset,
+    useOriginalPhoto,
     handleEdgePolishChange,
     handleDebugRefineThresholdChange,
     handleDebugRefineCleanupRadiusChange,
diff --git a/src/components/PhotoEditorSection.tsx b/src/components/PhotoEditorSection.tsx
index 85e85f7..f4427c0 100644
--- a/src/components/PhotoEditorSection.tsx
+++ b/src/components/PhotoEditorSection.tsx
@@ -1,12 +1,9 @@
-// Requires @react-native-community/slider in the Expo dev client; falls back to stepper controls when unavailable.
-import Slider from "@react-native-community/slider";
 import { Ionicons } from "@expo/vector-icons";
-import * as Haptics from "expo-haptics";
 import React, { useEffect, useState } from "react";
 import {
+  ActivityIndicator,
   Image,
   Modal,
-  Platform,
   Pressable,
   ScrollView,
   StyleSheet,
@@ -25,12 +22,6 @@ type PhotoEditorSectionProps = {
   fallbackPreviewUri?: string | null;
   hasCutoutPreview?: boolean;
   maskDebugUri?: string | null;
-  refineValue: number;
-  edgePolish?: number;
-  debugThreshold?: number;
-  debugCleanupRadius?: number;
-  debugFeather?: number;
-  debugEdgeTighten?: number;
   isProcessing: boolean;
   canRefine: boolean;
   isAiRunning?: boolean;
@@ -39,14 +30,8 @@ type PhotoEditorSectionProps = {
   onPickLibrary: () => void;
   onUseCamera: () => void;
   onRemove: () => void;
-  onRefineChange: (value: number) => void;
-  onRefineComplete: (value: number) => void;
-  onResetRefine: () => void;
-  onEdgePolishChange?: (value: number, commit?: boolean) => void;
-  onDebugThresholdChange?: (value: number, commit?: boolean) => void;
-  onDebugCleanupRadiusChange?: (value: number, commit?: boolean) => void;
-  onDebugFeatherChange?: (value: number, commit?: boolean) => void;
-  onDebugEdgeTightenChange?: (value: number, commit?: boolean) => void;
+  onUseOriginal?: () => void;
+  onRerunCutout?: () => void;
   onReplace?: () => void;
   onRotate?: () => void;
   onAdjust?: () => void;
@@ -54,274 +39,10 @@ type PhotoEditorSectionProps = {
   frameless?: boolean;
 };
 
-type RefineControlsProps = {
-  value: number;
-  isProcessing: boolean;
-  useNativeSlider: boolean;
-  onNativeError: () => void;
-  onChange: (value: number) => void;
-  onComplete: (value: number) => void;
-  onReset: () => void;
-};
-
-type NativeGuardProps = React.PropsWithChildren<{
-  onError: () => void;
-}>;
-
-type NativeGuardState = {
-  hasError: boolean;
-};
-
-class NativeGuard extends React.Component<NativeGuardProps, NativeGuardState> {
-  constructor(props: NativeGuardProps) {
-    super(props);
-    this.state = { hasError: false };
-  }
-
-  static getDerivedStateFromError() {
-    return { hasError: true };
-  }
-
-  componentDidCatch() {
-    this.props.onError();
-  }
-
-  render() {
-    return this.state.hasError ? null : this.props.children;
-  }
-}
-
-function clamp01(value: number) {
-  return Math.max(0, Math.min(1, value));
-}
+type PreviewMode = "original" | "cutout" | "mask";
 
-const sliderThumbImage = require("../assets/sliderThumb.png");
 const editorColors = Colors.dark;
 
-function RefineControls(props: RefineControlsProps) {
-  const {
-    value,
-    isProcessing,
-    useNativeSlider,
-    onNativeError,
-    onChange,
-    onComplete,
-    onReset,
-  } = props;
-
-  const percent = Math.round(value * 100);
-  const [isDragging, setIsDragging] = useState(false);
-  const statusLabel = isProcessing ? "Updating..." : isDragging ? "Preview" : "Final";
-
-  function handleValueChange(nextValue: number) {
-    if (!isDragging) {
-      setIsDragging(true);
-    }
-    onChange(nextValue);
-  }
-
-  function handleSlidingComplete(nextValue: number) {
-    setIsDragging(false);
-    onComplete(nextValue);
-    void (async () => {
-      try {
-        await Haptics.impactAsync(Haptics.ImpactFeedbackStyle.Light);
-      } catch {
-        // Keep the slider safe even if haptics are unavailable.
-      }
-    })();
-  }
-
-  if (!useNativeSlider) {
-    const nudge = (delta: number) => {
-      const nextValue = clamp01(Math.round((value + delta) * 100) / 100);
-      setIsDragging(false);
-      onChange(nextValue);
-      onComplete(nextValue);
-    };
-
-    return (
-      <View style={{ gap: 10 }}>
-        <View
-          style={{
-            flexDirection: "row",
-            alignItems: "center",
-            justifyContent: "space-between",
-          }}
-        >
-          <Text style={{ color: editorColors.text, fontSize: 14, fontWeight: "700" }}>
-            Clean more: {percent}%
-          </Text>
-          <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-            <Text style={{ color: editorColors.textSecondary, fontSize: 12, fontWeight: "700" }}>
-              {statusLabel}
-            </Text>
-            <Pressable onPress={onReset} disabled={isProcessing}>
-              <Text
-                style={{
-                  color: editorColors.ctaCream,
-                  fontSize: 12,
-                  fontWeight: "700",
-                  opacity: isProcessing ? 0.5 : 1,
-                }}
-              >
-                Reset
-              </Text>
-            </Pressable>
-          </View>
-        </View>
-        <View style={{ flexDirection: "row", gap: 10, alignItems: "center" }}>
-          <Pressable onPress={() => nudge(-0.05)} style={stepperButton}>
-            <Text style={stepperButtonText}>-</Text>
-          </Pressable>
-          <Text style={{ minWidth: 56, textAlign: "center", fontWeight: "700", color: editorColors.text }}>
-            {percent}%
-          </Text>
-          <Pressable onPress={() => nudge(0.05)} style={stepperButton}>
-            <Text style={stepperButtonText}>+</Text>
-          </Pressable>
-        </View>
-      </View>
-    );
-  }
-
-  return (
-    <View style={{ gap: 8 }}>
-      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-        <Text style={{ color: editorColors.text, fontSize: 14, fontWeight: "700" }}>
-          Clean more: {percent}%
-        </Text>
-        <View style={{ flexDirection: "row", alignItems: "center", gap: 10 }}>
-          <Text style={{ color: editorColors.textSecondary, fontSize: 12, fontWeight: "700" }}>
-            {statusLabel}
-          </Text>
-          <Pressable onPress={onReset} disabled={isProcessing}>
-            <Text
-              style={{
-                color: editorColors.ctaCream,
-                fontSize: 12,
-                fontWeight: "700",
-                opacity: isProcessing ? 0.5 : 1,
-              }}
-            >
-              Reset
-            </Text>
-          </Pressable>
-        </View>
-      </View>
-      <View style={{ paddingVertical: 8, marginHorizontal: -6 }}>
-        <NativeGuard onError={onNativeError}>
-          <Slider
-            value={value}
-            minimumValue={0}
-            maximumValue={1}
-            step={0.01}
-            onValueChange={handleValueChange}
-            onSlidingComplete={handleSlidingComplete}
-            minimumTrackTintColor={editorColors.ctaCream}
-            maximumTrackTintColor={editorColors.borderStrong}
-            tapToSeek={false}
-            thumbImage={Platform.OS === "ios" ? sliderThumbImage : undefined}
-            thumbTintColor={Platform.OS === "ios" ? undefined : editorColors.ctaCream}
-          />
-        </NativeGuard>
-      </View>
-    </View>
-  );
-}
-
-function formatDebugValue(value: number, decimals = 2) {
-  return value.toFixed(decimals);
-}
-
-function DebugTuneRow(props: {
-  label: string;
-  value: number;
-  min: number;
-  max: number;
-  step: number;
-  decimals?: number;
-  useNativeSlider: boolean;
-  onNativeError: () => void;
-  onChange?: (value: number, commit?: boolean) => void;
-}) {
-  const {
-    label,
-    value,
-    min,
-    max,
-    step,
-    decimals = 2,
-    useNativeSlider,
-    onNativeError,
-    onChange,
-  } = props;
-
-  if (!onChange) {
-    return null;
-  }
-
-  const clamp = (nextValue: number) => {
-    const stepped = Math.round(nextValue / step) * step;
-    return Math.max(min, Math.min(max, Number(stepped.toFixed(decimals))));
-  };
-
-  const nudge = (delta: number) => {
-    const nextValue = clamp(value + delta);
-    onChange(nextValue, true);
-  };
-
-  return (
-    <View style={{ gap: 8 }}>
-      <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-        <Text style={{ color: editorColors.text, fontSize: 13, fontWeight: "700" }}>{label}</Text>
-        <Text style={{ color: editorColors.textSecondary, fontSize: 13, fontVariant: ["tabular-nums"] }}>
-          {formatDebugValue(value, decimals)}
-        </Text>
-      </View>
-      {useNativeSlider ? (
-        <View style={{ marginHorizontal: -6 }}>
-          <NativeGuard onError={onNativeError}>
-            <Slider
-              value={value}
-              minimumValue={min}
-              maximumValue={max}
-              step={step}
-              onValueChange={(nextValue) => onChange(clamp(nextValue), false)}
-              onSlidingComplete={(nextValue) => onChange(clamp(nextValue), true)}
-              minimumTrackTintColor={editorColors.ctaCream}
-              maximumTrackTintColor={editorColors.borderStrong}
-              tapToSeek={false}
-              thumbImage={Platform.OS === "ios" ? sliderThumbImage : undefined}
-              thumbTintColor={Platform.OS === "ios" ? undefined : editorColors.ctaCream}
-            />
-          </NativeGuard>
-        </View>
-      ) : (
-        <View style={{ flexDirection: "row", gap: 10, alignItems: "center" }}>
-          <Pressable onPress={() => nudge(-step)} style={stepperButton}>
-            <Text style={stepperButtonText}>-</Text>
-          </Pressable>
-          <Text
-            style={{
-              minWidth: 72,
-              textAlign: "center",
-              fontWeight: "700",
-              color: editorColors.text,
-              fontVariant: ["tabular-nums"],
-            }}
-          >
-            {formatDebugValue(value, decimals)}
-          </Text>
-          <Pressable onPress={() => nudge(step)} style={stepperButton}>
-            <Text style={stepperButtonText}>+</Text>
-          </Pressable>
-        </View>
-      )}
-    </View>
-  );
-}
-
 function PreviewCanvas(props: {
   uri: string;
   large?: boolean;
@@ -403,19 +124,66 @@ function CheckerboardBackground() {
   );
 }
 
+function PreviewEmptyState(props: {
+  title: string;
+  message: string;
+  colors: ReturnType<typeof useAppTheme>["colors"];
+  onUseOriginal?: () => void;
+  onTryAgain?: () => void;
+  onChangePhoto?: () => void;
+}) {
+  const { title, message, colors, onUseOriginal, onTryAgain, onChangePhoto } = props;
+  return (
+    <View style={{ padding: 22, alignItems: "center", gap: 12 }}>
+      <View
+        style={{
+          width: 46,
+          height: 46,
+          borderRadius: 999,
+          alignItems: "center",
+          justifyContent: "center",
+          backgroundColor: "rgba(223,182,178,0.12)",
+          borderWidth: 1,
+          borderColor: "rgba(223,182,178,0.18)",
+        }}
+      >
+        <Ionicons name="image-outline" size={22} color={colors.ctaCream} />
+      </View>
+      <Text style={{ color: colors.text, fontSize: 16, fontWeight: "900", textAlign: "center" }}>
+        {title}
+      </Text>
+      <Text style={{ color: colors.textSecondary, fontSize: 13, lineHeight: 18, textAlign: "center" }}>
+        {message}
+      </Text>
+      <View style={{ flexDirection: "row", gap: 8, flexWrap: "wrap", justifyContent: "center" }}>
+        {onUseOriginal ? (
+          <Pressable onPress={onUseOriginal} style={editorButton}>
+            <Text style={editorButtonText}>Use original</Text>
+          </Pressable>
+        ) : null}
+        {onTryAgain ? (
+          <Pressable onPress={onTryAgain} style={editorButton}>
+            <Text style={editorButtonText}>Try again</Text>
+          </Pressable>
+        ) : null}
+        {onChangePhoto ? (
+          <Pressable onPress={onChangePhoto} style={editorButton}>
+            <Text style={editorButtonText}>Change photo</Text>
+          </Pressable>
+        ) : null}
+      </View>
+    </View>
+  );
+}
+
 export function PhotoEditorSection(props: PhotoEditorSectionProps) {
   const {
     previewUri,
     normalizedPreviewUri = null,
     cleanedPreviewUri = null,
     fallbackPreviewUri = null,
+    hasCutoutPreview = false,
     maskDebugUri = null,
-    refineValue,
-    edgePolish = 0.5,
-    debugThreshold = 0.64,
-    debugCleanupRadius = 2,
-    debugFeather = 0,
-    debugEdgeTighten = 0.45,
     isProcessing,
     canRefine,
     isAiRunning = false,
@@ -424,14 +192,8 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
     onPickLibrary,
     onUseCamera,
     onRemove,
-    onRefineChange,
-    onRefineComplete,
-    onResetRefine,
-    onEdgePolishChange,
-    onDebugThresholdChange,
-    onDebugCleanupRadiusChange,
-    onDebugFeatherChange,
-    onDebugEdgeTightenChange,
+    onUseOriginal,
+    onRerunCutout,
     onReplace,
     onRotate,
     onAdjust,
@@ -440,19 +202,125 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
   } = props;
   const { colors } = useAppTheme();
   const [isModalVisible, setIsModalVisible] = useState(false);
-  const [sliderErrored, setSliderErrored] = useState(false);
-  const [activeModalPreview, setActiveModalPreview] = useState<"cutout" | "mask">("cutout");
-  const [liveRefineValue, setLiveRefineValue] = useState(refineValue);
+  const [activeModalPreview, setActiveModalPreview] = useState<PreviewMode>("cutout");
+  const [failedPreviewUris, setFailedPreviewUris] = useState<string[]>([]);
+  const [isPreviewLoading, setIsPreviewLoading] = useState(false);
   const { width: screenWidth, height: screenHeight } = useWindowDimensions();
   const displayedPreviewUri = normalizedPreviewUri ?? cleanedPreviewUri ?? fallbackPreviewUri ?? previewUri;
-  const modalDisplayedPreviewUri =
-    activeModalPreview === "mask" && maskDebugUri
-      ? maskDebugUri
-      : cleanedPreviewUri ?? fallbackPreviewUri ?? previewUri;
+  const originalPreviewUri = fallbackPreviewUri ?? (!hasCutoutPreview ? previewUri : null);
+  const cutoutPreviewUri =
+    normalizedPreviewUri ??
+    cleanedPreviewUri ??
+    (hasCutoutPreview ? previewUri : null);
+  const hasFailedPreviewUri = (uri: string | null | undefined) =>
+    !!uri && failedPreviewUris.includes(uri);
+  const canShowOriginalPreview =
+    !!originalPreviewUri && !hasFailedPreviewUri(originalPreviewUri);
+  const canShowCutoutPreview =
+    !!cutoutPreviewUri && !hasFailedPreviewUri(cutoutPreviewUri);
+  const canShowMaskPreview =
+    !!maskDebugUri && !hasFailedPreviewUri(maskDebugUri);
+  const modalPreviewState = (() => {
+    if (activeModalPreview === "mask") {
+      if (canShowMaskPreview) {
+        return {
+          uri: maskDebugUri,
+          label: "Mask preview",
+          checkerboard: false,
+          isFallback: false,
+          emptyTitle: "",
+          emptyMessage: "",
+        };
+      }
+      return {
+        uri: null,
+        label: "Mask preview",
+        checkerboard: false,
+        isFallback: false,
+        emptyTitle: "Mask preview unavailable",
+        emptyMessage: "The cutout mask is only available after background removal finishes.",
+      };
+    }
+    if (activeModalPreview === "original") {
+      if (canShowOriginalPreview) {
+        return {
+          uri: originalPreviewUri,
+          label: "Original photo",
+          checkerboard: false,
+          isFallback: false,
+          emptyTitle: "",
+          emptyMessage: "",
+        };
+      }
+      return {
+        uri: null,
+        label: "Original photo",
+        checkerboard: false,
+        isFallback: false,
+        emptyTitle: "Original photo unavailable",
+        emptyMessage: "This photo could not be loaded. Try changing the photo.",
+      };
+    }
+    if (canShowCutoutPreview) {
+      return {
+        uri: cutoutPreviewUri,
+        label: "Cutout preview",
+        checkerboard: true,
+        isFallback: false,
+        emptyTitle: "",
+        emptyMessage: "",
+      };
+    }
+    if (canShowOriginalPreview) {
+      return {
+        uri: originalPreviewUri,
+        label: "Original photo",
+        checkerboard: false,
+        isFallback: true,
+        emptyTitle: "",
+        emptyMessage: "",
+      };
+    }
+    return {
+      uri: null,
+      label: "Cutout preview",
+      checkerboard: true,
+      isFallback: false,
+      emptyTitle: "Cutout preview unavailable",
+      emptyMessage: "Use the original photo, try background removal again, or change the photo.",
+    };
+  })();
+
+  useEffect(() => {
+    setFailedPreviewUris([]);
+    setIsPreviewLoading(false);
+  }, [
+    cleanedPreviewUri,
+    fallbackPreviewUri,
+    maskDebugUri,
+    normalizedPreviewUri,
+    previewUri,
+  ]);
 
   useEffect(() => {
-    setLiveRefineValue(refineValue);
-  }, [refineValue]);
+    if (!__DEV__ || !isModalVisible) return;
+    console.log("[RefineCutout] preview state", {
+      originalUri: Boolean(originalPreviewUri),
+      cutoutUri: Boolean(cutoutPreviewUri),
+      maskUri: Boolean(maskDebugUri),
+      mode: activeModalPreview,
+      resolvedUri: Boolean(modalPreviewState.uri),
+      isFallback: modalPreviewState.isFallback,
+    });
+  }, [
+    activeModalPreview,
+    cutoutPreviewUri,
+    isModalVisible,
+    maskDebugUri,
+    modalPreviewState.isFallback,
+    modalPreviewState.uri,
+    originalPreviewUri,
+  ]);
 
   useEffect(() => {
     if (!__DEV__ || !displayedPreviewUri) {
@@ -473,7 +341,6 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
     previewUri,
   ]);
 
-  const useNativeSlider = Platform.OS === "ios" && !sliderErrored;
   const themedEditorButton = {
     ...editorButton,
     borderColor: colors.border,
@@ -503,8 +370,39 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
   };
   const emptyPreviewHeight = Math.min(220, Math.max(176, screenHeight * 0.22));
 
-  function handleNativeSliderError() {
-    setSliderErrored(true);
+  function openRefineModal() {
+    onRefineOpen?.();
+    setActiveModalPreview(cutoutPreviewUri ? "cutout" : "original");
+    setIsModalVisible(true);
+  }
+
+  function closeRefineModal() {
+    setActiveModalPreview("cutout");
+    setIsModalVisible(false);
+  }
+
+  function markPreviewLoadFailed(uri: string | null) {
+    if (!uri) return;
+    setFailedPreviewUris((prev) => (prev.includes(uri) ? prev : [...prev, uri]));
+    setIsPreviewLoading(false);
+  }
+
+  function handleUseOriginal() {
+    onUseOriginal?.();
+    setActiveModalPreview("original");
+  }
+
+  function handleTryCutoutAgain() {
+    setActiveModalPreview("cutout");
+    onRerunCutout?.();
+  }
+
+  function handleApply() {
+    if (activeModalPreview === "original" || !canShowCutoutPreview) {
+      onUseOriginal?.();
+      setActiveModalPreview("original");
+    }
+    closeRefineModal();
   }
 
   return (
@@ -521,11 +419,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
       >
         {displayedPreviewUri ? (
           <Pressable
-            onPress={() => {
-              onRefineOpen?.();
-              setActiveModalPreview("cutout");
-              setIsModalVisible(true);
-            }}
+            onPress={openRefineModal}
           >
             <PreviewCanvas uri={displayedPreviewUri} compact />
           </Pressable>
@@ -571,11 +465,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
           <View style={{ flexDirection: "row", gap: 8, flexWrap: "wrap" }}>
             {canRefine ? (
               <Pressable
-                onPress={() => {
-                  onRefineOpen?.();
-                  setActiveModalPreview("cutout");
-                  setIsModalVisible(true);
-                }}
+                onPress={openRefineModal}
                 style={[themedPrimaryEditorButton, { minHeight: 42, flexGrow: 1 }]}
               >
                 <Text style={themedPrimaryEditorButtonText}>Refine cutout</Text>
@@ -619,10 +509,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
         visible={isModalVisible && !!displayedPreviewUri}
         animationType="slide"
         presentationStyle="fullScreen"
-        onRequestClose={() => {
-          setActiveModalPreview("cutout");
-          setIsModalVisible(false);
-        }}
+        onRequestClose={closeRefineModal}
       >
         <SafeScreen
           backgroundColor={colors.background}
@@ -641,10 +528,7 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
             }}
           >
             <Pressable
-              onPress={() => {
-                setActiveModalPreview("cutout");
-                setIsModalVisible(false);
-              }}
+              onPress={closeRefineModal}
               hitSlop={10}
               style={{ minHeight: 40, justifyContent: "center" }}
             >
@@ -652,56 +536,108 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
             </Pressable>
             <Text style={{ color: colors.text, fontSize: 18, fontWeight: "800" }}>Refine Cutout</Text>
             <Pressable
-              onPress={() => {
-                setActiveModalPreview("cutout");
-                setIsModalVisible(false);
-              }}
+              onPress={handleApply}
+              disabled={isProcessing}
               hitSlop={10}
-              style={{ minHeight: 40, justifyContent: "center" }}
+              style={{ minHeight: 40, justifyContent: "center", opacity: isProcessing ? 0.45 : 1 }}
             >
               <Text style={{ color: colors.ctaCream, fontSize: 15, fontWeight: "800" }}>Apply</Text>
             </Pressable>
           </View>
 
-          {modalDisplayedPreviewUri ? (
-            <ScrollView
-              style={{ flex: 1 }}
-              contentContainerStyle={{
-                flexGrow: 1,
+          <ScrollView
+            style={{ flex: 1 }}
+            contentContainerStyle={{
+              flexGrow: 1,
+              alignItems: "center",
+              justifyContent: "center",
+              paddingHorizontal: 16,
+              paddingVertical: 20,
+            }}
+            minimumZoomScale={1}
+            maximumZoomScale={4}
+            bouncesZoom={false}
+            centerContent
+            showsHorizontalScrollIndicator={false}
+            showsVerticalScrollIndicator={false}
+          >
+            <View
+              style={{
+                width: Math.max(280, screenWidth - 32),
+                height: Math.max(360, screenHeight * 0.55),
+                borderRadius: 24,
+                borderWidth: 1,
+                borderColor: colors.borderWarm,
+                overflow: "hidden",
+                backgroundColor: colors.boardLight,
                 alignItems: "center",
                 justifyContent: "center",
-                paddingHorizontal: 16,
-                paddingVertical: 20,
               }}
-              minimumZoomScale={1}
-              maximumZoomScale={4}
-              bouncesZoom={false}
-              centerContent
-              showsHorizontalScrollIndicator={false}
-              showsVerticalScrollIndicator={false}
             >
-              <View
-                style={{
-                  width: Math.max(280, screenWidth - 32),
-                  height: Math.max(360, screenHeight * 0.55),
-                  borderRadius: 24,
-                  borderWidth: 1,
-                  borderColor: colors.borderWarm,
-                  overflow: "hidden",
-                  backgroundColor: colors.boardLight,
-                  alignItems: "center",
-                  justifyContent: "center",
-                }}
-              >
-                <CheckerboardBackground />
-                <Image
-                  source={{ uri: modalDisplayedPreviewUri ?? undefined }}
-                  style={{ width: "100%", height: "100%" }}
-                  resizeMode="contain"
+              {modalPreviewState.checkerboard ? <CheckerboardBackground /> : null}
+              {modalPreviewState.uri ? (
+                <>
+                  <Image
+                    key={`${activeModalPreview}:${modalPreviewState.uri}`}
+                    source={{ uri: modalPreviewState.uri }}
+                    style={{ width: "100%", height: "100%" }}
+                    resizeMode="contain"
+                    onLoadStart={() => setIsPreviewLoading(true)}
+                    onLoad={() => setIsPreviewLoading(false)}
+                    onError={() => markPreviewLoadFailed(modalPreviewState.uri)}
+                  />
+                  {isPreviewLoading || isProcessing ? (
+                    <View
+                      pointerEvents="none"
+                      style={{
+                        ...StyleSheet.absoluteFillObject,
+                        alignItems: "center",
+                        justifyContent: "center",
+                        backgroundColor: "rgba(18,0,20,0.18)",
+                      }}
+                    >
+                      <ActivityIndicator color={colors.ctaCream} />
+                      {isProcessing ? (
+                        <Text style={{ color: colors.text, marginTop: 10, fontSize: 12, fontWeight: "800" }}>
+                          Updating preview...
+                        </Text>
+                      ) : null}
+                    </View>
+                  ) : null}
+                  {modalPreviewState.isFallback ? (
+                    <View
+                      pointerEvents="none"
+                      style={{
+                        position: "absolute",
+                        left: 12,
+                        right: 12,
+                        bottom: 12,
+                        paddingVertical: 8,
+                        paddingHorizontal: 10,
+                        borderRadius: 14,
+                        backgroundColor: "rgba(18,0,20,0.72)",
+                        borderWidth: 1,
+                        borderColor: "rgba(251,228,216,0.12)",
+                      }}
+                    >
+                      <Text style={{ color: colors.text, fontSize: 12, fontWeight: "800", textAlign: "center" }}>
+                        Cutout preview unavailable. Showing original.
+                      </Text>
+                    </View>
+                  ) : null}
+                </>
+              ) : (
+                <PreviewEmptyState
+                  title={modalPreviewState.emptyTitle}
+                  message={modalPreviewState.emptyMessage}
+                  colors={colors}
+                  onUseOriginal={onUseOriginal ? handleUseOriginal : undefined}
+                  onTryAgain={canRefine && onRerunCutout ? handleTryCutoutAgain : undefined}
+                  onChangePhoto={onReplace ?? onPickLibrary}
                 />
-              </View>
-            </ScrollView>
-          ) : null}
+              )}
+            </View>
+          </ScrollView>
 
           <View
             style={{
@@ -717,15 +653,51 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
             }}
           >
             <View style={{ flexDirection: "row", gap: 8, flexWrap: "wrap" }}>
-              {cleanedPreviewUri ? (
+              <Pressable
+                onPress={() => setActiveModalPreview("original")}
+                disabled={!originalPreviewUri}
+                style={[
+                  themedEditorButton,
+                  activeModalPreview === "original" ? activePreviewButton : null,
+                  !originalPreviewUri ? { opacity: 0.45 } : null,
+                ]}
+              >
+                <Text style={themedEditorButtonText}>Original</Text>
+              </Pressable>
+              <Pressable
+                onPress={() => setActiveModalPreview("cutout")}
+                disabled={!cutoutPreviewUri && !originalPreviewUri}
+                style={[
+                  themedEditorButton,
+                  activeModalPreview === "cutout" ? activePreviewButton : null,
+                  !cutoutPreviewUri ? { opacity: 0.7 } : null,
+                ]}
+              >
+                <Text style={themedEditorButtonText}>Cutout</Text>
+              </Pressable>
+              {maskDebugUri ? (
                 <Pressable
-                  onPress={() => setActiveModalPreview("cutout")}
+                  onPress={() => setActiveModalPreview("mask")}
                   style={[
                     themedEditorButton,
-                    activeModalPreview === "cutout" ? activePreviewButton : null,
+                    activeModalPreview === "mask" ? activePreviewButton : null,
                   ]}
                 >
-                  <Text style={themedEditorButtonText}>Show cutout</Text>
+                  <Text style={themedEditorButtonText}>Mask</Text>
+                </Pressable>
+              ) : null}
+              {canRefine && onRerunCutout ? (
+                <Pressable
+                  onPress={handleTryCutoutAgain}
+                  style={[themedEditorButton, isProcessing ? { opacity: 0.45 } : null]}
+                  disabled={isProcessing}
+                >
+                  <Text style={themedEditorButtonText}>Try cutout again</Text>
+                </Pressable>
+              ) : null}
+              {onUseOriginal ? (
+                <Pressable onPress={handleUseOriginal} style={themedEditorButton}>
+                  <Text style={themedEditorButtonText}>Use original</Text>
                 </Pressable>
               ) : null}
               {onAdjust ? (
@@ -733,17 +705,6 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
                   <Text style={themedEditorButtonText}>Adjust</Text>
                 </Pressable>
               ) : null}
-              {maskDebugUri ? (
-                <Pressable
-                  onPress={() => setActiveModalPreview("mask")}
-                  style={[
-                    themedEditorButton,
-                    activeModalPreview === "mask" ? activePreviewButton : null,
-                  ]}
-                >
-                  <Text style={themedEditorButtonText}>Show mask</Text>
-                </Pressable>
-              ) : null}
               {onRotate ? (
                 <Pressable onPress={onRotate} style={themedEditorButton}>
                   <Text style={themedEditorButtonText}>Rotate</Text>
@@ -751,128 +712,30 @@ export function PhotoEditorSection(props: PhotoEditorSectionProps) {
               ) : null}
             </View>
 
-            {canRefine ? (
-              <>
-                <RefineControls
-                  value={liveRefineValue}
-                  isProcessing={isProcessing}
-                  useNativeSlider={useNativeSlider}
-                  onNativeError={handleNativeSliderError}
-                  onChange={(value) => {
-                    setLiveRefineValue(value);
-                    onRefineChange(value);
-                  }}
-                  onComplete={(value) => {
-                    setLiveRefineValue(value);
-                    onRefineComplete(value);
-                  }}
-                  onReset={onResetRefine}
-                />
-                <View
-                  style={{
-                    gap: 8,
-                    padding: 12,
-                    borderRadius: 16,
-                    borderWidth: 1,
-                    borderColor: colors.border,
-                    backgroundColor: "rgba(18,0,20,0.76)",
-                  }}
-                >
-                  <View style={{ flexDirection: "row", alignItems: "center", justifyContent: "space-between" }}>
-                    <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>
-                      Edge polish
-                    </Text>
-                    <Text style={{ color: colors.textSecondary, fontSize: 13, fontVariant: ["tabular-nums"] }}>
-                      {formatDebugValue(edgePolish, 2)}
-                    </Text>
-                  </View>
-                  <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
-                    Subtle contour cleanup for a smoother premium edge.
-                  </Text>
-                  <DebugTuneRow
-                    label="Polish"
-                    value={edgePolish}
-                    min={0}
-                    max={1}
-                    step={0.01}
-                    decimals={2}
-                    useNativeSlider={useNativeSlider}
-                    onNativeError={handleNativeSliderError}
-                    onChange={onEdgePolishChange}
-                  />
-                </View>
-                <View
-                  style={{
-                    gap: 12,
-                    padding: 12,
-                    borderRadius: 16,
-                    borderWidth: 1,
-                    borderColor: colors.border,
-                    backgroundColor: "rgba(18,0,20,0.76)",
-                  }}
-                >
-                  <View style={{ gap: 2 }}>
-                    <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>
-                      Debug tuning
-                    </Text>
-                    <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
-                      Temporary live Apple Vision parameters for visual tuning.
-                    </Text>
-                  </View>
-                  <DebugTuneRow
-                    label="Threshold"
-                    value={debugThreshold}
-                    min={0.5}
-                    max={0.75}
-                    step={0.01}
-                    decimals={2}
-                    useNativeSlider={useNativeSlider}
-                    onNativeError={handleNativeSliderError}
-                    onChange={onDebugThresholdChange}
-                  />
-                  <DebugTuneRow
-                    label="Cleanup radius"
-                    value={debugCleanupRadius}
-                    min={0}
-                    max={4}
-                    step={1}
-                    decimals={0}
-                    useNativeSlider={useNativeSlider}
-                    onNativeError={handleNativeSliderError}
-                    onChange={onDebugCleanupRadiusChange}
-                  />
-                  <DebugTuneRow
-                    label="Feather"
-                    value={debugFeather}
-                    min={0}
-                    max={3}
-                    step={1}
-                    decimals={0}
-                    useNativeSlider={useNativeSlider}
-                    onNativeError={handleNativeSliderError}
-                    onChange={onDebugFeatherChange}
-                  />
-                  <DebugTuneRow
-                    label="Edge tighten"
-                    value={debugEdgeTighten}
-                    min={0}
-                    max={0.15}
-                    step={0.01}
-                    decimals={2}
-                    useNativeSlider={useNativeSlider}
-                    onNativeError={handleNativeSliderError}
-                    onChange={onDebugEdgeTightenChange}
-                  />
-                </View>
-                <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
-                  Drag to remove leftover background. Release for final quality.
-                </Text>
-              </>
-            ) : (
-              <Text style={{ color: colors.textSecondary, fontSize: 12 }}>
-                Refine becomes available after a removable cutout is ready.
+            <View
+              style={{
+                gap: 6,
+                padding: 12,
+                borderRadius: 16,
+                borderWidth: 1,
+                borderColor: colors.border,
+                backgroundColor: "rgba(18,0,20,0.76)",
+              }}
+            >
+              <Text style={{ color: colors.text, fontSize: 13, fontWeight: "800" }}>
+                Review the cutout before saving.
+              </Text>
+              <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }}>
+                {cutoutPreviewUri
+                  ? "Use the cutout if it looks right, or use the original photo if the item is clipped."
+                  : "Cutout preview is unavailable. Use the original photo or try again."}
               </Text>
-            )}
+              {canRefine && onRerunCutout ? (
+                <Text style={{ color: colors.textSecondary, fontSize: 12, lineHeight: 17 }}>
+                  Generate a new cutout from the original photo.
+                </Text>
+              ) : null}
+            </View>
           </View>
         </View>
         </SafeScreen>
@@ -902,20 +765,3 @@ const editorButtonText = {
   color: editorColors.text,
   fontWeight: "700" as const,
 };
-
-const stepperButton = {
-  width: 38,
-  height: 38,
-  borderRadius: 999,
-  borderWidth: 1,
-  borderColor: editorColors.border,
-  backgroundColor: editorColors.chipBackground,
-  alignItems: "center" as const,
-  justifyContent: "center" as const,
-};
-
-const stepperButtonText = {
-  color: editorColors.ctaCream,
-  fontSize: 18,
-  fontWeight: "800" as const,
-};
diff --git a/src/lib/items.ts b/src/lib/items.ts
index 8aea9eb..bd75db0 100644
--- a/src/lib/items.ts
+++ b/src/lib/items.ts
@@ -294,32 +294,63 @@ function hasItemVisualSource(item: Partial<ClosetItem> | null | undefined): bool
   );
 }
 
+const STALE_PROCESSING_MS = 10 * 60 * 1000;
+
+function toMillisValue(value: unknown): number | null {
+  if (typeof value === "number" && Number.isFinite(value)) return value;
+  if (value && typeof (value as any).toMillis === "function") {
+    const millis = Number((value as any).toMillis());
+    return Number.isFinite(millis) ? millis : null;
+  }
+  return null;
+}
+
+function isStaleProcessingItem(item: Partial<ClosetItem> | null | undefined): boolean {
+  const candidate = item as any;
+  const startedAt =
+    toMillisValue(candidate?.ingestion?.startedAt) ??
+    toMillisValue(candidate?.ingestion?.lastRunAt) ??
+    toMillisValue(candidate?.updatedAt) ??
+    toMillisValue(candidate?.createdAt);
+  return !startedAt || Date.now() - startedAt >= STALE_PROCESSING_MS;
+}
+
 export function getItemLifecycleStatus(
   item: Partial<ClosetItem> | null | undefined
 ): ItemLifecycleStatus {
   if (!item) return "ready";
+  const ingestionStatus = getIngestionStatus(item);
+  const draftState = getDraftState(item);
   const explicit = String((item as any)?.itemLifecycleStatus ?? "")
     .trim()
     .toLowerCase();
+  if (explicit === "candidate" || explicit === "deleted") return explicit;
+  if (ingestionStatus === "failed" || draftState === "failed") return "failed";
   if (
-    explicit === "candidate" ||
     explicit === "uploading" ||
     explicit === "processing" ||
     explicit === "needs_review" ||
     explicit === "ready" ||
-    explicit === "failed" ||
-    explicit === "deleted"
+    explicit === "failed"
   ) {
+    if (explicit === "processing" && isStaleProcessingItem(item)) return "failed";
+    if (
+      explicit === "needs_review" &&
+      ingestionStatus === "done" &&
+      draftState === "ready" &&
+      (item as any)?.isDraft !== true
+    ) {
+      return "ready";
+    }
     return explicit;
   }
 
-  const ingestionStatus = getIngestionStatus(item);
-  const draftState = getDraftState(item);
   if (draftState === "awaiting_confirmation") return "candidate";
   if (draftState === "cancelled") return "deleted";
-  if (ingestionStatus === "failed" || draftState === "failed") return "failed";
   if (draftState === "photo_uploaded" && ingestionStatus === "done") return "needs_review";
-  if (ingestionStatus === "pending" || ingestionStatus === "processing") return "processing";
+  if (ingestionStatus === "pending" || ingestionStatus === "processing") {
+    return isStaleProcessingItem(item) ? "failed" : "processing";
+  }
   if ((item as any)?.isDraft === true && hasItemVisualSource(item)) return "needs_review";
   return "ready";
 }

From d870d9ad66b0054aa483f0fa785128e3258f84f8 Mon Sep 17 00:00:00 2001
From: Athfan <mirathfan@gmail.com>
Date: Fri, 22 May 2026 02:54:43 -0500
Subject: [PATCH 93/93] fix(aura): resolve TestFlight QA chat and product flows

---
 app/(tabs)/ai.tsx                             | 687 +++++++++++++++---
 app/(tabs)/closet.tsx                         |  28 +-
 app/(tabs)/item/[id].tsx                      |   6 +-
 functions/src/askAura.ts                      |  55 +-
 functions/src/askAuraStream.ts                |  42 +-
 functions/src/generateAuraSwipeBatch.ts       |  69 +-
 functions/src/generateOutfitsV1.ts            |  62 +-
 functions/src/previewProductLink.ts           |  68 +-
 functions/src/shared/auraCandidatePreview.ts  |  16 +-
 .../src/shared/auraConcreteLook.fixtures.ts   |  48 ++
 functions/src/shared/auraConcreteLook.ts      |  19 +-
 .../src/shared/auraOutfitPhotoAnalysis.ts     |   2 +
 functions/src/shared/auraPrompt.ts            |  51 +-
 .../src/shared/auraUrlCandidatePreview.ts     |  33 +-
 functions/src/shared/outfitEngine.ts          |   8 +-
 functions/src/shared/productLinkExtractor.ts  |  30 +-
 functions/src/shared/productUrlMetadata.ts    |  51 +-
 src/components/ai/AuraReplyCard.tsx           |  13 +-
 src/components/ai/ChatList.tsx                |  13 +-
 src/components/ai/ChatMessage.tsx             |   3 +-
 src/components/ai/chatTypes.ts                |   1 +
 src/hooks/aura/useAuraChatHydration.ts        |  42 +-
 src/lib/aiChats.ts                            |   8 +-
 src/lib/aura.ts                               |  13 +-
 src/lib/auraAttachments.ts                    |  36 +-
 src/lib/auraChatHelpers.ts                    |  36 +-
 src/lib/auraChatIntentFixtures.ts             | 110 +++
 src/lib/auraOutfitAnalysisDisplay.ts          |  44 ++
 src/lib/auraSwipe.ts                          |  47 +-
 src/lib/productLinkClosetImport.ts            |  60 +-
 src/types/aura.ts                             |   1 +
 31 files changed, 1500 insertions(+), 202 deletions(-)
 create mode 100644 functions/src/shared/auraConcreteLook.fixtures.ts
 create mode 100644 src/lib/auraChatIntentFixtures.ts
 create mode 100644 src/lib/auraOutfitAnalysisDisplay.ts

diff --git a/app/(tabs)/ai.tsx b/app/(tabs)/ai.tsx
index 152ce28..91da35d 100644
--- a/app/(tabs)/ai.tsx
+++ b/app/(tabs)/ai.tsx
@@ -1,7 +1,8 @@
 import { LinearGradient } from "expo-linear-gradient";
+import * as Clipboard from "expo-clipboard";
 import { router, useFocusEffect, useLocalSearchParams } from "expo-router";
 import React, { useEffect, useMemo, useRef, useState } from "react";
-import { Alert, AppState, Image, Keyboard, KeyboardEvent, Platform, Share, View } from "react-native";
+import { Alert, AppState, Image, Keyboard, KeyboardEvent, Platform, Share, View, type AlertButton } from "react-native";
 import { useSafeAreaInsets } from "react-native-safe-area-context";
 
 import AuraHeader from "@/src/components/ai/AuraHeader";
@@ -27,6 +28,11 @@ import { useAuraStreamingState } from "@/src/hooks/aura/useAuraStreamingState";
 import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { askAuraStream, isAuraStreamAbortError } from "@/src/lib/aura";
+import {
+  analyticsErrorProperties,
+  type AnalyticsProperties,
+  trackLaunchEvent,
+} from "@/src/lib/analytics";
 import { handleSharedAuraLookAction } from "@/src/lib/auraActions";
 import {
   appendUniqueSystemMessage,
@@ -41,6 +47,7 @@ import {
   createSystemMessage,
   createMessageId,
   createUserMessageWithAttachments,
+  isConcreteOutfitRefinementRequest,
   latestAuraLook,
   latestAuraLookCount,
   nextLocalMessageSequence,
@@ -62,6 +69,7 @@ import { runHaptic } from "@/src/lib/haptics";
 import { getItemImageUrl } from "@/src/lib/itemImage";
 import { listenToItems, updateLaundryStatus } from "@/src/lib/items";
 import { buildMinimumClosetSummary } from "@/src/lib/minimumCloset";
+import { formatOutfitAnalysisSentence } from "@/src/lib/auraOutfitAnalysisDisplay";
 import { loadUserProfilePreferences } from "@/src/lib/userProfile";
 import {
   buildAdHocWardrobeSuggestion,
@@ -110,7 +118,7 @@ const AURA_LOGO_SOURCE = require("../../assets/images/aura-tab-mark.png");
 
 const DEFAULT_COMPOSER_HEIGHT = 50;
 const CHAT_COMPOSER_TAB_GAP = 6;
-const CHAT_BOTTOM_BREATHING_ROOM = 82;
+const CHAT_BOTTOM_BREATHING_ROOM = 128;
 const STREAM_FLUSH_INTERVAL_MS = 32;
 const AURA_REPLY_START_HAPTIC = "light" as const;
 const AURA_REPLY_FINISH_HAPTIC = "selection" as const;
@@ -136,6 +144,7 @@ type AskAuraOptions = {
   removeMessageId?: string;
   forceOutfitDiversity?: boolean;
   diversityMessages?: AIMessage[];
+  requiredItemIds?: string[];
 };
 
 function logAuraChatState(event: string, payload?: Record<string, unknown>) {
@@ -143,7 +152,51 @@ function logAuraChatState(event: string, payload?: Record<string, unknown>) {
   console.log("[AURA_CHAT_STATE]", event, payload ?? {});
 }
 
-function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }) {
+function auraLookCount(response: AuraResponse) {
+  return Math.max(response.look ? 1 : 0, response.lookOptions?.length ?? 0);
+}
+
+function trackAuraResponseSucceeded(params: {
+  userId: string;
+  source: string;
+  response: AuraResponse;
+  startedAt: number;
+  properties?: AnalyticsProperties;
+}) {
+  const lookCount = auraLookCount(params.response);
+  const baseProperties: AnalyticsProperties = {
+    source: params.source,
+    elapsedMs: Date.now() - params.startedAt,
+    lookCount,
+    hasLook: lookCount > 0,
+    candidateItemCount:
+      params.response.candidateItems?.length ??
+      params.response.candidates?.length ??
+      0,
+    presentation: params.response.presentation ?? null,
+    ...(params.properties ?? {}),
+  };
+  void trackLaunchEvent({
+    userId: params.userId,
+    eventName: "ai_response_succeeded",
+    properties: baseProperties,
+  });
+  if (lookCount > 0) {
+    void trackLaunchEvent({
+      userId: params.userId,
+      eventName: "outfit_generated",
+      properties: baseProperties,
+    });
+  }
+}
+
+function AuraChatEmptyState({
+  onPrompt,
+  onTrainingPress,
+}: {
+  onPrompt: (prompt: string) => void;
+  onTrainingPress: () => void;
+}) {
   const { colors } = useAppTheme();
   const layout = useResponsiveLayout();
 
@@ -191,22 +244,37 @@ function AuraChatEmptyState({ onPrompt }: { onPrompt: (prompt: string) => void }
             tone="secondary"
             style={{ fontSize: 12.5, lineHeight: 18 }}
           >
-            Start with a look for today, or type whatever you need.
+            Start with a look for today, train AURA, or type whatever you need.
           </AuraText>
         </View>
       </View>
-      <AuraButton
-        label={AURA_EMPTY_STATE_PROMPT}
-        onPress={() => onPrompt(AURA_EMPTY_STATE_PROMPT)}
-        variant="primary"
-        size="compact"
-        haptic="selection"
-        hapticTrigger="press"
-        pressedScale={0.97}
-        pressedOpacity={0.9}
-        style={{ alignSelf: "flex-start", minHeight: 42 }}
-        textStyle={{ fontSize: 13, lineHeight: 17 }}
-      />
+      <View style={{ flexDirection: "row", flexWrap: "wrap", gap: 8 }}>
+        <AuraButton
+          label={AURA_EMPTY_STATE_PROMPT}
+          onPress={() => onPrompt(AURA_EMPTY_STATE_PROMPT)}
+          variant="primary"
+          size="compact"
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          pressedOpacity={0.9}
+          style={{ minHeight: 42 }}
+          textStyle={{ fontSize: 13, lineHeight: 17 }}
+        />
+        <AuraButton
+          label={TRAIN_AURA_CHIP_LABEL}
+          onPress={onTrainingPress}
+          variant="secondary"
+          size="compact"
+          iconLeft="sparkles-outline"
+          haptic="selection"
+          hapticTrigger="press"
+          pressedScale={0.97}
+          pressedOpacity={0.9}
+          style={{ minHeight: 42 }}
+          textStyle={{ fontSize: 13, lineHeight: 17 }}
+        />
+      </View>
     </View>
   );
 }
@@ -272,6 +340,12 @@ function cleanStructuredText(value: unknown) {
 
 function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
   const request = cleanIntroText(userRequest).toLowerCase();
+  const directOutfitQuestion =
+    !!data.outfitAnalysis &&
+    /\b(what\s+am\s+i\s+wearing|what\s+is\s+this\s+outfit|what\s+do\s+you\s+see|identify)\b/i.test(request);
+  if (directOutfitQuestion) {
+    return formatOutfitAnalysisSentence(data.outfitAnalysis);
+  }
   const reply = cleanStructuredText(data.reply);
   if (reply) return reply;
 
@@ -288,7 +362,7 @@ function buildAssistantCardIntro(data: AuraResponse, userRequest?: string) {
   }
 
   if (data.outfitAnalysis) {
-    return "I found this outfit. Review the pieces before saving or adding them.";
+    return `${formatOutfitAnalysisSentence(data.outfitAnalysis)} Review the pieces below before saving or adding them.`;
   }
 
   if (hasLooks) {
@@ -350,6 +424,10 @@ function resolveLocalPhotosForAuraCandidates(
   const localByCandidateId: Record<string, AuraCandidateLocalPhoto | undefined> = {};
 
   for (const candidate of candidates) {
+    if (candidate.sourceType === "link") {
+      localByCandidateId[candidate.candidateId] = undefined;
+      continue;
+    }
     const urls = candidateImageSet(candidate);
     const matchedAttachment =
       imageAttachments.find((attachment) => urls.has(String(attachment.uri ?? "").trim())) ??
@@ -386,6 +464,72 @@ function hasRenderableAuraLook(look?: AuraResponse["look"] | null) {
   );
 }
 
+function describeAuraLookForRefinement(look?: AuraResponse["look"] | null) {
+  if (!look) return "";
+  const pieces = (look.pieces ?? [])
+    .map((piece) => [piece.role, piece.itemName].filter(Boolean).join(": "))
+    .filter(Boolean)
+    .slice(0, 8)
+    .join("; ");
+  return [look.lookTitle, pieces].filter(Boolean).join(" — ");
+}
+
+function formatAuraLookForClipboard(look?: AuraResponse["look"] | null) {
+  if (!look) return "";
+  const pieces = (look.pieces ?? [])
+    .map((piece) => [piece.role, piece.itemName].filter(Boolean).join(": "))
+    .filter(Boolean)
+    .join("\n");
+  return [look.lookTitle, look.vibe, pieces].filter(Boolean).join("\n");
+}
+
+function formatAuraCandidatesForClipboard(candidates: AuraCandidateItem[]) {
+  return candidates
+    .map((candidate) =>
+      [
+        candidate.title,
+        candidate.brand,
+        [candidate.category, candidate.subCategory].filter(Boolean).join(" / "),
+        candidate.sourceUrl,
+      ]
+        .filter(Boolean)
+        .join(" - "),
+    )
+    .filter(Boolean)
+    .join("\n");
+}
+
+function messageTextForClipboard(message: AIMessage) {
+  const parts = [
+    message.assistantIntroText,
+    message.text,
+  ];
+  const aura = message.aura;
+  if (aura) {
+    if (aura.outfitAnalysis) parts.push(formatOutfitAnalysisSentence(aura.outfitAnalysis));
+    if (aura.look) parts.push(formatAuraLookForClipboard(aura.look));
+    if (aura.lookOptions?.length) parts.push(aura.lookOptions.map(formatAuraLookForClipboard).filter(Boolean).join("\n\n"));
+    const candidates = aura.candidateItems ?? aura.candidates ?? [];
+    if (candidates.length) parts.push(formatAuraCandidatesForClipboard(candidates));
+    if (aura.wardrobeSuggestions?.length) {
+      parts.push(
+        aura.wardrobeSuggestions
+          .map((suggestion) =>
+            [
+              suggestion.itemType,
+              suggestion.reason,
+              suggestion.styleTags?.length ? suggestion.styleTags.join(", ") : null,
+            ]
+              .filter(Boolean)
+              .join(" - "),
+          )
+          .join("\n"),
+      );
+    }
+  }
+  return sanitizeMultilineDisplayText(parts.filter(Boolean).join("\n\n")) || "";
+}
+
 function createAssistantMessage(
   data: AuraResponse,
   overrides?: Partial<AIMessage>,
@@ -620,15 +764,14 @@ function buildExistingOutfitStylingResponse(
 
   let title = "How to style it";
   let reply = [
-    "Quick take:",
-    `${baseLine} Wear ${anchor} as the anchor and keep the rest intentional.`,
+    "My call:",
+    `${baseLine} Keep ${anchor} as the anchor.`,
     "",
-    "How to wear it:",
+    "Why:",
     "- Keep the proportions clean and avoid adding extra focal points.",
     `- ${pieceRelationship}`,
-    "- If it feels flat, sharpen it with a small tuck, cleaner socks, or one refined accessory.",
     "",
-    "Swap / add:",
+    "Do this:",
     "- Change one thing only: cleaner shoes for polish, a relaxed shoe for ease, or a simple layer if the weather needs it.",
     "",
     "Styling note:",
@@ -638,6 +781,9 @@ function buildExistingOutfitStylingResponse(
   if (/\b(dressier|formal|sharper|office|work)\b/.test(normalized)) {
     title = "Make it dressier";
     reply = [
+      "My call:",
+      "Make one polished swap and keep the base intact.",
+      "",
       "Keep:",
       `- ${anchor} as the base.`,
       `- ${pieceRelationship}`,
@@ -646,16 +792,19 @@ function buildExistingOutfitStylingResponse(
       `- ${shoes ? `Trade ${shoes} for loafers, boots, or your cleanest low-profile shoes.` : "Use your cleanest low-profile shoes."}`,
       "- Add a structured jacket, watch, or simple chain if you own one.",
       "",
-      "Why it works:",
+      "Why:",
       "- Cleaner lines make the same outfit read more intentional.",
       "- One polished swap raises the formality without rebuilding the look.",
       "",
-      "Styling note:",
+      "Do this:",
       "The goal is refined, not overdressed.",
     ].join("\n");
   } else if (/\b(casual|relaxed|easy|everyday)\b/.test(normalized)) {
     title = "Make it more casual";
     reply = [
+      "My call:",
+      "Soften the styling without changing the core outfit.",
+      "",
       "Keep:",
       `- ${anchor} as the anchor.`,
       `- ${pieceRelationship}`,
@@ -664,16 +813,19 @@ function buildExistingOutfitStylingResponse(
       `- ${shoes ? `Keep ${shoes} if they feel easy, or swap to a softer sneaker.` : "Use a softer sneaker."}`,
       "- Skip heavy accessories and add a light overshirt only if it needs shape.",
       "",
-      "Why it works:",
+      "Why:",
       "- Relaxed lines make the outfit feel more natural for everyday wear.",
       "- Keeping one clear anchor stops the casual version from looking random.",
       "",
-      "Styling note:",
+      "Do this:",
       "Make it easier, not sloppier.",
     ].join("\n");
   } else if (/\b(streetwear|bold|bolder|statement|edge)\b/.test(normalized)) {
     title = "Push the styling";
     reply = [
+      "My call:",
+      "Push the silhouette, not the whole outfit.",
+      "",
       "Keep:",
       `- ${anchor} as the attitude piece.`,
       `- ${pieceRelationship}`,
@@ -682,16 +834,19 @@ function buildExistingOutfitStylingResponse(
       "- Add contrast through proportion: a stronger layer, chunkier shoe, or one statement accessory.",
       "- Keep the color story tight so the bolder styling does not get crowded.",
       "",
-      "Why it works:",
+      "Why:",
       "- Streetwear reads best when the silhouette has confidence.",
       "- One statement is stronger than several competing ones.",
       "",
-      "Styling note:",
+      "Do this:",
       "Push the shape first, then the accessories.",
     ].join("\n");
   } else if (intent === "MODIFY_OUTFIT") {
     title = "Refine this look";
     reply = [
+      "My call:",
+      "Refine one anchor-adjacent piece instead of rebuilding the look.",
+      "",
       "Keep:",
       `- The core outfit intact, especially ${anchor}.`,
       `- ${pieceRelationship}`,
@@ -700,11 +855,11 @@ function buildExistingOutfitStylingResponse(
       "- Adjust one anchor-adjacent piece: shoes, outerwear, or one accessory.",
       "- Leave the rest alone so the outfit still feels deliberate.",
       "",
-      "Why it works:",
+      "Why:",
       "- Small edits preserve the strongest parts of the look.",
       "- Changing one piece gives you a clearer mood shift than rebuilding everything.",
       "",
-      "Styling note:",
+      "Do this:",
       "This needs a sharper edit, not a full reset.",
     ].join("\n");
   }
@@ -794,6 +949,99 @@ function selectedItemIdsFromPrompt(prompt: string) {
   return uniquePromptItemIds(ids);
 }
 
+function requiredItemIdsFromRouteParam(value: unknown) {
+  const raw = Array.isArray(value) ? value.join(",") : String(value ?? "");
+  return uniquePromptItemIds(raw.split(/[,|]/g), 8);
+}
+
+function stripInternalItemIdsFromUserPrompt(prompt: string) {
+  const rawPrompt = String(prompt ?? "");
+  const text = rawPrompt
+    .split("\n")
+    .filter((line) => !/^\s*(closet item id|required anchor item|selected item ids?)\s*:/i.test(line))
+    .join("\n")
+    .replace(/\s*\((?:closet item id|item id):\s*[^)]+\)/gi, "")
+    .replace(/\bcloset item id:\s*[^\n.;]+[.;]?/gi, "")
+    .replace(/\brequired anchor item:\s*[^\n]+/gi, "")
+    .replace(/\bselected item ids?:\s*[^\n]+/gi, "")
+    .replace(/\n{3,}/g, "\n\n")
+    .trim();
+  return text || (rawPrompt.trim() ? "Style this item with AURA." : "");
+}
+
+function lookIncludesRequiredItemIds(
+  look: import("@/src/types/aura").AuraLook | null | undefined,
+  requiredItemIds: string[],
+) {
+  if (!requiredItemIds.length || !look) return true;
+  const itemIds = new Set(
+    (look.pieces ?? [])
+      .filter((piece) => piece.source === "closet")
+      .map((piece) => String(piece.itemId ?? "").trim())
+      .filter(Boolean),
+  );
+  return requiredItemIds.every((itemId) => itemIds.has(itemId));
+}
+
+function enforceRequiredItemsOnAuraResponse(
+  response: AuraResponse,
+  requiredItemIds: string[],
+) {
+  if (!requiredItemIds.length) return response;
+  const lookOptions = (response.lookOptions ?? []).filter((look) =>
+    lookIncludesRequiredItemIds(look, requiredItemIds),
+  );
+  const look =
+    lookIncludesRequiredItemIds(response.look, requiredItemIds)
+      ? response.look
+      : lookOptions[0] ?? null;
+  return {
+    ...response,
+    look,
+    lookOptions,
+  };
+}
+
+function buildRequiredItemUnavailableResponse(): AuraResponse {
+  return {
+    presentation: "chat",
+    title: "Item unavailable",
+    reply:
+      "I couldn't find that closet item anymore, so I won't generate a random outfit around a substitute. Try reopening the item from your closet and I’ll style that exact piece.",
+    reason: "",
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    missingPieces: [],
+    upgradeSuggestions: [],
+    upgradeSuggestionItems: [],
+    chips: DEFAULT_CHIPS,
+    look: null,
+    lookOptions: [],
+  };
+}
+
+function buildRequiredItemNoOutfitResponse(): AuraResponse {
+  return {
+    presentation: "chat",
+    title: "Couldn’t build that anchored outfit",
+    reply:
+      "I found the selected item, but couldn't build a complete outfit around it from the current closet state. I didn't substitute another piece.",
+    reason: "",
+    outfitItems: [],
+    ownedPieces: [],
+    recommendedAdditions: [],
+    swapSuggestion: "",
+    missingPieces: [],
+    upgradeSuggestions: [],
+    upgradeSuggestionItems: [],
+    chips: DEFAULT_CHIPS,
+    look: null,
+    lookOptions: [],
+  };
+}
+
 function timestampMillis(value: unknown) {
   if (typeof value === "number" && Number.isFinite(value)) return value;
   if (!value || typeof value !== "object") return 0;
@@ -881,7 +1129,7 @@ function buildWardrobeSuggestionReply(suggestions: WardrobeSuggestion[], items:
   const first = suggestions[0];
   if (!first) {
     return [
-      "Quick take:",
+      "My call:",
       "Your core wardrobe looks covered right now.",
       "",
       "Top priorities:",
@@ -889,7 +1137,7 @@ function buildWardrobeSuggestionReply(suggestions: WardrobeSuggestion[], items:
       "2. Repeat the outfits that feel easiest.",
       "3. Only add a piece when a real outfit keeps asking for it.",
       "",
-      "Next move:",
+      "Do this:",
       "Build from your closet first, then shop with a specific gap in mind.",
     ].join("\n");
   }
@@ -901,7 +1149,7 @@ function buildWardrobeSuggestionReply(suggestions: WardrobeSuggestion[], items:
     return `- ${reason || `${suggestion.itemType} unlocks more outfit paths.`}`;
   });
   return [
-    "Quick take:",
+    "My call:",
     `${buildWardrobeBaseLine(items)} Start with ${first.itemType}; it is the highest-leverage gap.`,
     "",
     "Top priorities:",
@@ -910,7 +1158,7 @@ function buildWardrobeSuggestionReply(suggestions: WardrobeSuggestion[], items:
     "Why these help:",
     ...whyLines,
     "",
-    "Next move:",
+    "Do this:",
     estimate > 0
       ? `Find one strong ${first.itemType} before lower-impact buys; it should unlock about ${estimate} new outfit${estimate === 1 ? "" : "s"}.`
       : `Find one strong ${first.itemType} before adding anything lower impact.`,
@@ -1231,6 +1479,8 @@ export default function AIScreen() {
   const params = useLocalSearchParams<{
     prompt?: string | string[];
     promptKey?: string | string[];
+    requiredItemIds?: string | string[];
+    requiredItemId?: string | string[];
     chatId?: string | string[];
     chatKey?: string | string[];
   }>();
@@ -1282,6 +1532,15 @@ export default function AIScreen() {
     return typeof raw === "string" && raw.trim() ? raw.trim() : routePrompt;
   }, [params.promptKey, routePrompt]);
 
+  const routeRequiredItemIds = useMemo(
+    () =>
+      uniquePromptItemIds([
+        ...requiredItemIdsFromRouteParam(params.requiredItemIds),
+        ...requiredItemIdsFromRouteParam(params.requiredItemId),
+      ], 8),
+    [params.requiredItemId, params.requiredItemIds],
+  );
+
   const routeChatId = useMemo(() => {
     const raw = Array.isArray(params.chatId) ? params.chatId[0] : params.chatId;
     return typeof raw === "string" && raw.trim() ? raw.trim() : "";
@@ -1474,6 +1733,12 @@ export default function AIScreen() {
       const retryUserMessage = options?.retryUserMessage;
       const isRetry = !!retryUserMessage;
       const prompt = String(retryUserMessage?.text ?? override ?? message).trim();
+      const requiredItemIds = uniquePromptItemIds([
+        ...(retryUserMessage?.requiredItemIds ?? []),
+        ...(options?.requiredItemIds ?? []),
+        ...selectedItemIdsFromPrompt(prompt),
+      ], 8);
+      const visiblePrompt = stripInternalItemIdsFromUserPrompt(prompt);
       const outgoingAttachments = retryUserMessage
         ? retryUserMessage.attachments ?? []
         : override
@@ -1539,13 +1804,25 @@ export default function AIScreen() {
         if (DEBUG_AURA_CLIENT) {
           console.log("[AURA_ERROR]", "attachment upload failed", error);
         }
+        void trackLaunchEvent({
+          userId: uid,
+          eventName: "ai_response_failed",
+          properties: {
+            source: "attachment_upload",
+            attachmentCount: outgoingAttachments.length,
+            ...analyticsErrorProperties(error),
+          },
+        });
         setLoading(false);
         setMessages((prev) => orderChatMessages(appendUniqueSystemMessage(prev, AURA_ATTACHMENT_FAILURE_MESSAGE)));
         Alert.alert("Attachments", error?.message ?? AURA_ATTACHMENT_FAILURE_MESSAGE);
         return;
       }
 
-      const userMessage = retryUserMessage ?? createUserMessageWithAttachments(prompt, uploadedAttachments);
+      const userMessage = retryUserMessage ?? {
+        ...createUserMessageWithAttachments(visiblePrompt, uploadedAttachments),
+        ...(requiredItemIds.length ? { requiredItemIds } : {}),
+      };
       logAuraChatState("message_created", {
         messageId: userMessage.id,
         type: userMessage.type,
@@ -1553,7 +1830,7 @@ export default function AIScreen() {
         attachmentCount: uploadedAttachments.length,
         retry: isRetry,
       });
-      const chatSeedText = buildChatSeedText(prompt, uploadedAttachments);
+      const chatSeedText = buildChatSeedText(visiblePrompt, uploadedAttachments);
       const baselineMessages = latestMessagesRef.current.filter(
         (entry) => entry.id !== options?.removeMessageId,
       );
@@ -1572,27 +1849,53 @@ export default function AIScreen() {
       const historyMessagesBeforeRequest = isRetry ? retryBaselineMessages : latestMessagesRef.current;
       const intentContextMessages = options?.diversityMessages ?? historyMessagesBeforeRequest;
       const lastLookForIntent = latestAuraLook(intentContextMessages);
+      const promptAnchorItemIds = requiredItemIds;
+      const outfitAnchorItemIds = recentOutfitAnchorItemIds(
+        prompt,
+        items,
+        intentContextMessages,
+      );
+      const lockedOutfitAnchorItemIds = uniquePromptItemIds([
+        ...promptAnchorItemIds,
+        ...outfitAnchorItemIds,
+      ]);
       const chatIntent = classifyAuraChatIntent(prompt, {
         attachmentCount: uploadedAttachments.length,
         hasPreviousLook: !!lastLookForIntent,
+        hasRecentItemAnchor: lockedOutfitAnchorItemIds.length > 0,
       });
-      const isManualSelectedOutfit = promptHasManualSelectedOutfit(prompt);
+      const isManualSelectedOutfit = requiredItemIds.length > 0 || promptHasManualSelectedOutfit(prompt);
+      const shouldForceConcreteRefinement =
+        !!lastLookForIntent && isConcreteOutfitRefinementRequest(prompt);
       const structuredBatchPrompt = buildStructuredOutfitBatchPrompt(prompt, historyMessagesBeforeRequest);
       const shouldForceStructuredBatch = wantsStructuredOutfitBatch(
         prompt,
         uploadedAttachments.length,
         historyMessagesBeforeRequest,
+        { hasRecentItemAnchor: lockedOutfitAnchorItemIds.length > 0 },
       );
       const shouldForceStructuredOutfit = wantsStructuredOutfitRequest(
         prompt,
         uploadedAttachments.length,
         historyMessagesBeforeRequest,
-      ) || isManualSelectedOutfit;
+        { hasRecentItemAnchor: lockedOutfitAnchorItemIds.length > 0 },
+      ) || isManualSelectedOutfit || shouldForceConcreteRefinement;
       const shouldRouteToExistingLook =
         !isManualSelectedOutfit &&
+        !shouldForceConcreteRefinement &&
         (chatIntent === "STYLE_EXISTING" || chatIntent === "MODIFY_OUTFIT");
-      const structuredOutfitPrompt = shouldForceStructuredBatch ? structuredBatchPrompt : prompt;
-      const promptAnchorItemIds = selectedItemIdsFromPrompt(prompt);
+      const routeChosen = shouldRouteToExistingLook
+        ? lastLookForIntent
+          ? "existing_outfit_styling"
+          : "existing_outfit_missing_context"
+        : shouldForceStructuredOutfit
+          ? "outfit_generator"
+          : "stream_stylist";
+      const structuredOutfitPrompt = shouldForceStructuredBatch
+        ? structuredBatchPrompt
+        : shouldForceConcreteRefinement
+          ? `${prompt}. Previous outfit: ${describeAuraLookForRefinement(lastLookForIntent) || "use the most recent outfit card"}. Make a concrete improved outfit from my closet based on that previous look. Change at least one meaningful piece such as shoes, outerwear, accessory, top, or bottom. Return an updated outfit card and briefly say what changed and why it is better.`
+          : prompt;
       const baseOutfitDiversity = buildAuraOutfitDiversityContext(
         options?.forceOutfitDiversity ? "Try again" : prompt,
         intentContextMessages,
@@ -1607,27 +1910,12 @@ export default function AIScreen() {
             excludedItemIds: baseOutfitDiversity.excludedItemIds.filter((itemId) => !promptAnchorIdSet.has(itemId)),
           }
         : baseOutfitDiversity;
-      const outfitAnchorItemIds = recentOutfitAnchorItemIds(
-        prompt,
-        items,
-        intentContextMessages,
-      );
-      const lockedOutfitAnchorItemIds = uniquePromptItemIds([
-        ...promptAnchorItemIds,
-        ...outfitAnchorItemIds,
-      ]);
       if (DEBUG_AURA_CLIENT) {
         console.log("[AURA_INTENT]", "chat intent route", {
           prompt,
           detectedIntent: chatIntent,
           hasPreviousLook: !!lastLookForIntent,
-          routeChosen: shouldRouteToExistingLook
-            ? lastLookForIntent
-              ? "existing_outfit_styling"
-              : "existing_outfit_missing_context"
-            : shouldForceStructuredOutfit
-              ? "outfit_generator"
-              : "stream_stylist",
+          routeChosen,
           outfitGeneratorWillRun: !shouldRouteToExistingLook && shouldForceStructuredOutfit,
           anchorItemIds: lockedOutfitAnchorItemIds,
         });
@@ -1655,6 +1943,18 @@ export default function AIScreen() {
 
       let chatId = activeChatId;
       const startedAt = Date.now();
+      void trackLaunchEvent({
+        userId: uid,
+        eventName: "ai_request_started",
+        properties: {
+          source: routeChosen,
+          retry: isRetry,
+          attachmentCount: uploadedAttachments.length,
+          requiredItemCount: requiredItemIds.length,
+          closetItemCount: items.length,
+          chatIntent,
+        },
+      });
       let cancelStreamingFlush: (() => void) | null = null;
       let flushStreamingTextNow: (() => void) | null = null;
       let activeStreamController: AbortController | null = null;
@@ -1690,6 +1990,7 @@ export default function AIScreen() {
         if (DEBUG_AURA_CLIENT) {
           console.log("[AURA_STREAM_REQUEST]", "ai screen request args", {
             prompt,
+            requiredItemCount: requiredItemIds.length,
             clientIntent: imageIntent,
             attachmentCount: uploadedAttachments.length,
             attachments: uploadedAttachments.map((attachment) => ({
@@ -1711,6 +2012,32 @@ export default function AIScreen() {
           });
         }
 
+        if (requiredItemIds.length) {
+          const itemIdSet = new Set(items.map((item) => item.id));
+          const missingRequiredItemIds = requiredItemIds.filter((itemId) => !itemIdSet.has(itemId));
+          if (missingRequiredItemIds.length) {
+            const response = buildRequiredItemUnavailableResponse();
+            const assistantMessage = createAssistantMessage(response, {
+              id: streamingMessageId,
+              createdAt: streamingMessageCreatedAt,
+              clientCreatedAt: streamingMessageCreatedAt,
+              localSequence: streamingMessageLocalSequence,
+              replyToMessageId: userMessage.id,
+              streaming: false,
+            }, {
+              userRequest: visiblePrompt,
+            });
+            setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
+            setQuickChips(DEFAULT_CHIPS);
+            await appendMessageToChat(uid, chatId, assistantMessage);
+            await updateChatThread(uid, chatId, {
+              title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
+            });
+            await refreshRecentThreads();
+            return;
+          }
+        }
+
         if (promptRequestsWardrobeBuyingAdvice(prompt) && uploadedAttachments.length === 0) {
           const savedLookSignals = requestHistoryMessages.flatMap((entry) => {
             const looks = [
@@ -1744,6 +2071,25 @@ export default function AIScreen() {
             source: "wardrobe_suggestions",
             suggestionCount: suggestions.length,
           });
+          void trackLaunchEvent({
+            userId: uid,
+            eventName: "wardrobe_recommendations_generated",
+            properties: {
+              source: "aura_chat",
+              suggestionCount: suggestions.length,
+              elapsedMs: Date.now() - startedAt,
+            },
+          });
+          trackAuraResponseSucceeded({
+            userId: uid,
+            source: "wardrobe_suggestions",
+            response: suggestionResponse,
+            startedAt,
+            properties: {
+              suggestionCount: suggestions.length,
+              route: routeChosen,
+            },
+          });
           setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
           setQuickChips(suggestionResponse.chips?.length ? suggestionResponse.chips : DEFAULT_CHIPS);
           await appendMessageToChat(uid, chatId, assistantMessage);
@@ -1782,6 +2128,16 @@ export default function AIScreen() {
             kind: assistantMessage.kind,
             source: lastLookForIntent ? "style_existing_outfit" : "style_existing_missing_context",
           });
+          trackAuraResponseSucceeded({
+            userId: uid,
+            source: lastLookForIntent ? "style_existing_outfit" : "style_existing_missing_context",
+            response: stylingResponse,
+            startedAt,
+            properties: {
+              route: routeChosen,
+              chatIntent,
+            },
+          });
           setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
           setQuickChips(stylingResponse.chips?.length ? stylingResponse.chips : DEFAULT_CHIPS);
           await appendMessageToChat(uid, chatId, assistantMessage);
@@ -1843,6 +2199,16 @@ export default function AIScreen() {
               kind: assistantMessage.kind,
               source: "structured_batch_no_outerwear",
             });
+            trackAuraResponseSucceeded({
+              userId: uid,
+              source: "structured_batch_no_outerwear",
+              response: noOuterwearResponse,
+              startedAt,
+              properties: {
+                route: routeChosen,
+                chatIntent,
+              },
+            });
             setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
             await appendMessageToChat(uid, chatId, assistantMessage);
             await updateChatThread(uid, chatId, {
@@ -1851,21 +2217,52 @@ export default function AIScreen() {
             await refreshRecentThreads();
             return;
           }
-          const outfitBatch = await generateAuraSwipeBatch({
-            intentText: structuredOutfitPrompt,
-            numOutfits: desiredLookCount,
-            items,
-            anchorItemIds: lockedOutfitAnchorItemIds,
-            excludeItemIds: outfitDiversity.excludedItemIds,
-            recentItemIds: outfitDiversity.recentItemIds,
-            previousLookItemIds: outfitDiversity.previousLookItemIds,
-            previousLookSignatures: outfitDiversity.previousLookSignatures,
-            maxOverlap: outfitDiversity.maxOverlap,
-          });
-          const batchResponse = enforceClientOutfitDiversity(buildAuraResponseFromSwipeBatch(outfitBatch, {
-            prompt: structuredOutfitPrompt,
-            items,
-          }), outfitDiversity);
+          let outfitBatch: Awaited<ReturnType<typeof generateAuraSwipeBatch>>;
+          try {
+            outfitBatch = await generateAuraSwipeBatch({
+              intentText: structuredOutfitPrompt,
+              numOutfits: desiredLookCount,
+              items,
+              anchorItemIds: lockedOutfitAnchorItemIds,
+              requiredItemIds,
+              excludeItemIds: outfitDiversity.excludedItemIds,
+              recentItemIds: outfitDiversity.recentItemIds,
+              previousLookItemIds: outfitDiversity.previousLookItemIds,
+              previousLookSignatures: outfitDiversity.previousLookSignatures,
+              maxOverlap: outfitDiversity.maxOverlap,
+            });
+          } catch (error) {
+            if (!requiredItemIds.length) throw error;
+            const response = buildRequiredItemNoOutfitResponse();
+            const assistantMessage = createAssistantMessage(response, {
+              id: streamingMessageId,
+              createdAt: streamingMessageCreatedAt,
+              clientCreatedAt: streamingMessageCreatedAt,
+              localSequence: streamingMessageLocalSequence,
+              replyToMessageId: userMessage.id,
+              streaming: false,
+            }, {
+              userRequest: visiblePrompt,
+            });
+            setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
+            setQuickChips(DEFAULT_CHIPS);
+            await appendMessageToChat(uid, chatId, assistantMessage);
+            await updateChatThread(uid, chatId, {
+              title: deriveAssistantChatTitle(chatSeedText, assistantMessage),
+            });
+            await refreshRecentThreads();
+            return;
+          }
+          const batchResponse = enforceClientOutfitDiversity(
+            enforceRequiredItemsOnAuraResponse(
+              buildAuraResponseFromSwipeBatch(outfitBatch, {
+                prompt: structuredOutfitPrompt,
+                items,
+              }),
+              requiredItemIds,
+            ),
+            outfitDiversity,
+          );
           if (DEBUG_AURA_CLIENT) {
             console.log("[AURA_MULTI]", "frontend batch fallback response", {
               prompt,
@@ -1891,6 +2288,18 @@ export default function AIScreen() {
             source: "structured_batch",
             lookOptionsCount: batchResponse.lookOptions?.length ?? 0,
           });
+          trackAuraResponseSucceeded({
+            userId: uid,
+            source: "structured_batch",
+            response: batchResponse,
+            startedAt,
+            properties: {
+              route: routeChosen,
+              chatIntent,
+              desiredLookCount,
+              requiredItemCount: requiredItemIds.length,
+            },
+          });
           setMessages(orderChatMessages([...nextLocalMessages, assistantMessage]));
           setQuickChips(batchResponse.chips?.length ? batchResponse.chips : DEFAULT_CHIPS);
           await appendMessageToChat(uid, chatId, assistantMessage);
@@ -1962,6 +2371,7 @@ export default function AIScreen() {
         activeStreamController = streamAbortController;
         streamAbortControllerRef.current = streamAbortController;
         setMessages(orderChatMessages([...nextLocalMessages, streamingMessage]));
+        await appendMessageToChat(uid, chatId, streamingMessage);
 
         if (DEBUG_AURA_CLIENT) {
           console.log("[AURA_INTENT]", "stream stylist route selected", {
@@ -1979,6 +2389,7 @@ export default function AIScreen() {
             clientContext: {
               minimumCloset: minimumClosetSummary,
               outfitDiversity,
+              requiredItemIds,
             },
           },
           {
@@ -2033,6 +2444,7 @@ export default function AIScreen() {
             numOutfits: desiredLookCount,
             items,
             anchorItemIds: lockedOutfitAnchorItemIds,
+            requiredItemIds,
             excludeItemIds: outfitDiversity.excludedItemIds,
             recentItemIds: outfitDiversity.recentItemIds,
             previousLookItemIds: outfitDiversity.previousLookItemIds,
@@ -2044,7 +2456,13 @@ export default function AIScreen() {
             items,
           });
         }
-        finalResult = enforceClientOutfitDiversity(finalResult, outfitDiversity);
+        finalResult = enforceClientOutfitDiversity(
+          enforceRequiredItemsOnAuraResponse(finalResult, requiredItemIds),
+          outfitDiversity,
+        );
+        if (requiredItemIds.length && !finalResult.look && !(finalResult.lookOptions?.length)) {
+          finalResult = buildRequiredItemNoOutfitResponse();
+        }
         const elapsed = Date.now() - startedAt;
         if (elapsed < 300) {
           await new Promise((resolve) => setTimeout(resolve, 300 - elapsed));
@@ -2070,6 +2488,18 @@ export default function AIScreen() {
             assistantMessage.aura?.candidates?.length ??
             0,
         });
+        trackAuraResponseSucceeded({
+          userId: uid,
+          source: "stream_stylist",
+          response: finalResult,
+          startedAt,
+          properties: {
+            route: routeChosen,
+            chatIntent,
+            requiredItemCount: requiredItemIds.length,
+            attachmentCount: uploadedAttachments.length,
+          },
+        });
         setMessages((prev) => {
           const next = updateMessageById(prev, streamingMessageId, () => assistantMessage);
           if (next === prev) {
@@ -2144,6 +2574,18 @@ export default function AIScreen() {
             error,
           });
         }
+        void trackLaunchEvent({
+          userId: uid,
+          eventName: "ai_response_failed",
+          properties: {
+            source: routeChosen,
+            chatIntent,
+            attachmentCount: uploadedAttachments.length,
+            requiredItemCount: requiredItemIds.length,
+            elapsedMs: Date.now() - startedAt,
+            ...analyticsErrorProperties(error),
+          },
+        });
         const fallback = userFacingAuraError(error);
         const partialText = streamedTextSoFar.trim();
         const partialAssistantMessage: AIMessage | null = partialText
@@ -2159,18 +2601,26 @@ export default function AIScreen() {
               replyToMessageId: userMessage.id,
             }
           : null;
+        const failureMessage: AIMessage = {
+          ...createSystemMessage(fallback),
+          replyToMessageId: userMessage.id,
+        };
         setMessages((prev) => {
           const withPartial = partialAssistantMessage
             ? updateMessageById(prev, streamingMessageId, () => partialAssistantMessage)
-            : prev;
-          return orderChatMessages(
-            appendUniqueSystemMessage(
-              withPartial,
-              fallback,
-              partialAssistantMessage ? undefined : streamingMessageId,
-            ),
-          );
+            : prev.filter((entry) => entry.id !== streamingMessageId);
+          if (withPartial.some((entry) => entry.type === "system/action" && entry.text === fallback)) {
+            return orderChatMessages(withPartial);
+          }
+          return orderChatMessages([...withPartial, failureMessage]);
         });
+        if (chatId) {
+          if (partialAssistantMessage) {
+            await appendMessageToChat(uid, chatId, partialAssistantMessage);
+          }
+          await appendMessageToChat(uid, chatId, failureMessage);
+          await refreshRecentThreads();
+        }
         Toast.error("AURA couldn't finish", fallback);
       } finally {
         cancelStreamingFlush?.();
@@ -2239,6 +2689,56 @@ export default function AIScreen() {
     [handleAsk, latestMessagesRef, loading],
   );
 
+  const handleCopyMessage = React.useCallback(async (sourceMessage: AIMessage) => {
+    const text = messageTextForClipboard(sourceMessage);
+    if (!text) {
+      Toast.error("Nothing to copy", "This message does not have copyable text.");
+      return;
+    }
+    await Clipboard.setStringAsync(text);
+    Toast.success("Copied", "Message copied to clipboard.");
+  }, []);
+
+  const handleMessageLongPress = React.useCallback(
+    (sourceMessage: AIMessage) => {
+      if (sourceMessage.streaming) return;
+      if (sourceMessage.type === "user") {
+        Alert.alert("Message", undefined, [
+          {
+            text: "Copy",
+            onPress: () => void handleCopyMessage(sourceMessage),
+          },
+          {
+            text: "Edit and resend",
+            onPress: () => {
+              setMessage(sanitizeMultilineDisplayText(sourceMessage.text ?? "") || "");
+              setPendingAttachments([]);
+            },
+          },
+          { text: "Cancel", style: "cancel" },
+        ]);
+        return;
+      }
+      if (sourceMessage.type === "assistant" || sourceMessage.type === "system/action") {
+        const buttons: AlertButton[] = [
+          {
+            text: "Copy",
+            onPress: () => void handleCopyMessage(sourceMessage),
+          },
+          ...(!loading
+            ? [{
+                text: "Regenerate",
+                onPress: () => handleRetryAuraResponse(sourceMessage),
+              }]
+            : []),
+          { text: "Cancel", style: "cancel" },
+        ];
+        Alert.alert("Message", undefined, buttons);
+      }
+    },
+    [handleCopyMessage, handleRetryAuraResponse, loading, setMessage, setPendingAttachments],
+  );
+
   const handleAuraLookAction = React.useCallback(
     async (
       action: AuraLookAction,
@@ -2491,11 +2991,11 @@ export default function AIScreen() {
 
   useEffect(() => {
     if (!routePrompt || isBooting || !uid) return;
-    const token = `${routePromptKey}:${routePrompt}`;
+    const token = `${routePromptKey}:${routePrompt}:${routeRequiredItemIds.join("|")}`;
     if (consumedPromptTokens.current.has(token)) return;
     consumedPromptTokens.current.add(token);
-    void handleAsk(routePrompt);
-  }, [handleAsk, isBooting, routePrompt, routePromptKey, uid]);
+    void handleAsk(routePrompt, { requiredItemIds: routeRequiredItemIds });
+  }, [handleAsk, isBooting, routePrompt, routePromptKey, routeRequiredItemIds, uid]);
 
   const chatBackgroundColors = useMemo(
     () => ["#111014", Colors.dark.backgroundDeep, Colors.dark.backgroundDark] as const,
@@ -2513,11 +3013,13 @@ export default function AIScreen() {
       ? Math.max(12, keyboardHeight + (Platform.OS === "ios" ? 10 : 6))
       : 0;
   const composerBottom = keyboardHeight > 0 ? keyboardComposerBottom : restingComposerBottom;
-  const closedDockStackInset =
-    Math.max(insets.bottom, layout.floatingDockBottom) + DOCK_HEIGHT + CHAT_COMPOSER_TAB_GAP;
+  const dockBottomInset = Math.max(insets.bottom, layout.floatingDockBottom);
+  const floatingDockObstruction = dockBottomInset + DOCK_HEIGHT + CHAT_COMPOSER_TAB_GAP;
+  const composerObstruction = composerBottom + composerHeight;
   const chatBottomInset = Math.max(
-    composerBottom + composerHeight,
-    closedDockStackInset + composerHeight,
+    composerObstruction,
+    floatingDockObstruction + composerHeight,
+    insets.bottom + composerHeight + DOCK_HEIGHT + FLOATING_CONTROL_GAP,
   ) + CHAT_BOTTOM_BREATHING_ROOM;
   const lastMessageIdForFocus = orderedMessages[orderedMessages.length - 1]?.id ?? "empty";
   const focusScrollKey = `${activeChatId ?? "new"}:${lastMessageIdForFocus}:${orderedMessages.length}`;
@@ -2630,6 +3132,7 @@ export default function AIScreen() {
     setMessages,
     uid,
   ]);
+  const handleTrainingPress = React.useCallback(() => router.push(AURA_TRAINING_ROUTE), []);
   const showEmptyState = orderedMessages.length === 0 && !loading && !isBooting && !message.trim();
   const showKeyboardWatermark = keyboardHeight > 0 && orderedMessages.length < 2 && !showEmptyState;
   const visibleHeroChips =
@@ -2641,11 +3144,14 @@ export default function AIScreen() {
       isBooting ? (
         <AuraChatLoadingState />
       ) : showEmptyState ? (
-        <AuraChatEmptyState onPrompt={(prompt) => void handleAsk(prompt)} />
+        <AuraChatEmptyState
+          onPrompt={(prompt) => void handleAsk(prompt)}
+          onTrainingPress={handleTrainingPress}
+        />
       ) : (
         <View style={{ height: 2 }} />
       ),
-    [handleAsk, isBooting, showEmptyState],
+    [handleAsk, handleTrainingPress, isBooting, showEmptyState],
   );
   const handleSaveOutfitFromLegacyMessage = React.useCallback((_outfitId: string) => {}, []);
   const handleMoreLikeThisFromLegacyMessage = React.useCallback(
@@ -2660,8 +3166,6 @@ export default function AIScreen() {
     },
     [handleAsk],
   );
-  const handleTrainingPress = React.useCallback(() => router.push(AURA_TRAINING_ROUTE), []);
-
   return (
     <AuraGlowBackground>
       <LinearGradient
@@ -2738,6 +3242,7 @@ export default function AIScreen() {
           onAuraOutfitPhotoAction={handleAuraOutfitPhotoAction}
           onAuraLaundryAction={handleAuraLaundryAction}
           onRetryAuraResponse={handleRetryAuraResponse}
+          onMessageLongPress={handleMessageLongPress}
           />
           {showKeyboardWatermark ? (
             <View
diff --git a/app/(tabs)/closet.tsx b/app/(tabs)/closet.tsx
index 11dee52..eeee9ba 100644
--- a/app/(tabs)/closet.tsx
+++ b/app/(tabs)/closet.tsx
@@ -37,6 +37,7 @@ import { ClosetProcessingSection } from "@/src/components/closet/ClosetProcessin
 import { ClosetSearchBar } from "@/src/components/closet/ClosetSearchBar";
 import AppImage from "@/src/components/common/AppImage";
 import AuraPressable from "@/src/components/aura/AuraPressable";
+import { AuraAnimatedListItem, AuraAnimatedSection } from "@/src/components/motion";
 import {
   auraButtonStyle,
   auraButtonTextStyle,
@@ -682,7 +683,7 @@ const ClosetGridRow = React.memo(
     onLongPressItem,
   }: ClosetGridRowProps) {
     return (
-      <View style={{ flexDirection: "row", gap: gridGap }}>
+      <AuraAnimatedListItem index={animateOffset} style={{ flexDirection: "row", gap: gridGap }}>
         {items.map((item, index) => (
           <ClosetItemCard
             key={item.id}
@@ -697,7 +698,7 @@ const ClosetGridRow = React.memo(
         {trailingAddTile ? (
           <ClosetAddItemTile width={cardWidth} onPress={onAddItem} />
         ) : null}
-      </View>
+      </AuraAnimatedListItem>
     );
   },
   (prev, next) =>
@@ -917,7 +918,8 @@ export default function ClosetScreen() {
     !!uid &&
     !!productLinkPreview &&
     !!productLinkDraft &&
-    !!cleanProductLinkText(productLinkDraft.name);
+    !!cleanProductLinkText(productLinkDraft.name) &&
+    !!productLinkImageUrl;
 
   useEffect(() => {
     if (!uid) return;
@@ -1693,18 +1695,24 @@ export default function ClosetScreen() {
   );
 
   const renderClosetRow = React.useCallback(
-    ({ item }: { item: ClosetListRow }) => {
+    ({ item, index }: { item: ClosetListRow; index: number }) => {
       if (item.type === "section") {
         return (
-          <ClosetSectionHeader
-            section={item.section}
-            expanded={item.expanded}
-            onToggle={handleToggleSection}
-          />
+          <AuraAnimatedSection index={index} withLayout>
+            <ClosetSectionHeader
+              section={item.section}
+              expanded={item.expanded}
+              onToggle={handleToggleSection}
+            />
+          </AuraAnimatedSection>
         );
       }
       if (item.type === "subcategory") {
-        return <ClosetSubcategoryHeader label={item.label} count={item.count} />;
+        return (
+          <AuraAnimatedSection index={index} withLayout>
+            <ClosetSubcategoryHeader label={item.label} count={item.count} />
+          </AuraAnimatedSection>
+        );
       }
       return (
         <ClosetGridRow
diff --git a/app/(tabs)/item/[id].tsx b/app/(tabs)/item/[id].tsx
index 7248b7a..ece77f4 100644
--- a/app/(tabs)/item/[id].tsx
+++ b/app/(tabs)/item/[id].tsx
@@ -445,12 +445,9 @@ function auraPromptForItem(item: ItemDetails) {
     item.material,
     item.fit,
   ]).join(", ");
-  const slot = normalizeDisplayToken(item.category || item.subCategory || item.type).toLowerCase() || "item";
   return [
     `Style this closet item for me: ${details}.`,
-    `Closet item id: ${item.id}.`,
-    `Required anchor item: use closet item id ${item.id} as the ${slot} in the outfit.`,
-    "Do not substitute another closet item for this anchor. Build a wearable outfit around it using my closet where possible and keep the advice concise.",
+    "Use it as the anchor and build a wearable outfit around it using my closet where possible.",
   ].join("\n");
 }
 
@@ -1179,6 +1176,7 @@ export default function ItemDetailsScreen() {
       pathname: "/(tabs)/ai",
       params: {
         prompt: auraPromptForItem(currentItem),
+        requiredItemIds: currentItem.id,
         promptKey: `item-${currentItem.id}-${Date.now()}`,
       },
     });
diff --git a/functions/src/askAura.ts b/functions/src/askAura.ts
index 23961b1..77bdd2e 100644
--- a/functions/src/askAura.ts
+++ b/functions/src/askAura.ts
@@ -80,6 +80,48 @@ function styleCoreNoteFromClientContext(value: unknown) {
   ].filter(Boolean).join(" ");
 }
 
+function cleanStringList(value: unknown, maxLength: number) {
+  if (!Array.isArray(value)) return [];
+  const seen = new Set<string>();
+  const out: string[] = [];
+  for (const entry of value) {
+    const text = String(entry ?? "").trim();
+    if (!text || seen.has(text)) continue;
+    seen.add(text);
+    out.push(text);
+    if (out.length >= maxLength) break;
+  }
+  return out;
+}
+
+function requiredItemIdsFromClientContext(value: unknown) {
+  const context = value && typeof value === "object"
+    ? (value as Record<string, unknown>)
+    : {};
+  return cleanStringList(context.requiredItemIds, 8);
+}
+
+function requiredItemsPromptNote(requiredItemIds: string[]) {
+  if (!requiredItemIds.length) return "No required closet anchor items.";
+  return [
+    "Required closet anchor:",
+    `- Every outfit/look option must include these exact closet item IDs: ${requiredItemIds.join(", ")}.`,
+    "- Do not substitute another closet item for these anchors.",
+    "- Never mention these raw IDs in the user-facing reply.",
+    "- If you cannot use the required item, return chat copy explaining that instead of inventing a random outfit.",
+  ].join("\n");
+}
+
+async function assertRequiredItemsBelongToUser(uid: string, requiredItemIds: string[]) {
+  if (!requiredItemIds.length) return;
+  const snaps = await Promise.all(
+    requiredItemIds.map((itemId) => db.doc(`users/${uid}/items/${itemId}`).get()),
+  );
+  if (snaps.some((snap) => !snap.exists)) {
+    throw new HttpsError("failed-precondition", "Selected closet item is no longer available.");
+  }
+}
+
 type AuraResponse = {
   presentation: "chat" | "card" | "candidate_preview" | "outfit_analysis" | "laundry_confirmation";
   title: string;
@@ -875,6 +917,8 @@ export const askAura = onCall(
 
     const userMessage = sanitizeUserInput(String(request.data?.message || ""));
     const styleCoreNote = styleCoreNoteFromClientContext(request.data?.clientContext);
+    const requiredItemIds = requiredItemIdsFromClientContext(request.data?.clientContext);
+    await assertRequiredItemsBelongToUser(uid, requiredItemIds);
     const attachments = await parseAuraAttachments(uid, request.data?.attachments);
     const clientIntent = typeof request.data?.clientIntent === "string" ? request.data.clientIntent : null;
     const linkIntent = classifyAuraLinkIntent(userMessage);
@@ -1096,12 +1140,12 @@ export const askAura = onCall(
       userProfile,
     });
     logger.info("AURA closet context", {
-      counts: auraContext.counts,
+      itemCount: items.length,
       isSparseWardrobe: auraContext.isSparseWardrobe,
-      categoryCounts: auraContext.categoryCounts,
-      detectedGaps: auraContext.wardrobeGaps,
-      footwearAvailable: auraContext.wardrobeDebug?.footwearAvailable ?? [],
-      excludedFootwear: auraContext.wardrobeDebug?.excludedFootwear ?? [],
+      categoryKeyCount: Object.keys(auraContext.categoryCounts ?? {}).length,
+      gapKeyCount: Object.keys(auraContext.wardrobeGaps ?? {}).length,
+      footwearAvailableCount: auraContext.wardrobeDebug?.footwearAvailable?.length ?? 0,
+      excludedFootwearCount: auraContext.wardrobeDebug?.excludedFootwear?.length ?? 0,
     });
     let linkProductContext = "No product links.";
     if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
@@ -1142,6 +1186,7 @@ export const askAura = onCall(
                   `Aura context:\n${JSON.stringify(auraContext, null, 2)}\n\n` +
                   `Stylist brief:\n${auraContext.stylistBrief || "Personalize lightly."}\n\n` +
                   `Style core note:\n${styleCoreNote || "None."}\n\n` +
+                  `Required item guard:\n${requiredItemsPromptNote(requiredItemIds)}\n\n` +
                   `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
                   `Product link context:\n${linkProductContext}\n\n` +
                   `Attachments:\n${attachmentContextText(attachments)}\n\n` +
diff --git a/functions/src/askAuraStream.ts b/functions/src/askAuraStream.ts
index 4ec226d..1e01577 100644
--- a/functions/src/askAuraStream.ts
+++ b/functions/src/askAuraStream.ts
@@ -137,6 +137,34 @@ function cleanStringList(value: unknown, maxLength: number) {
   return out;
 }
 
+function requiredItemIdsFromClientContext(value: unknown) {
+  const context = value && typeof value === "object"
+    ? (value as Record<string, unknown>)
+    : {};
+  return cleanStringList(context.requiredItemIds, 8);
+}
+
+function requiredItemsPromptNote(requiredItemIds: string[]) {
+  if (!requiredItemIds.length) return "No required closet anchor items.";
+  return [
+    "Required closet anchor:",
+    `- Every outfit/look option must include these exact closet item IDs: ${requiredItemIds.join(", ")}.`,
+    "- Do not substitute another closet item for these anchors.",
+    "- Never mention these raw IDs in the user-facing reply.",
+    "- If you cannot use the required item, return chat copy explaining that instead of inventing a random outfit.",
+  ].join("\n");
+}
+
+async function assertRequiredItemsBelongToUser(uid: string, requiredItemIds: string[]) {
+  if (!requiredItemIds.length) return;
+  const snaps = await Promise.all(
+    requiredItemIds.map((itemId) => db.doc(`users/${uid}/items/${itemId}`).get()),
+  );
+  if (snaps.some((snap) => !snap.exists)) {
+    throw new HttpsError("failed-precondition", "Selected closet item is no longer available.");
+  }
+}
+
 function outfitDiversityFromClientContext(value: unknown): ClientOutfitDiversityContext | null {
   const context = value && typeof value === "object"
     ? (value as Record<string, unknown>).outfitDiversity
@@ -1114,6 +1142,8 @@ export const askAuraStream = onRequest(
       const uidHash = redactUid(uid);
       const userMessage = sanitizeUserInput(String(req.body?.message ?? ""));
       const styleCoreNote = styleCoreNoteFromClientContext(req.body?.clientContext);
+      const requiredItemIds = requiredItemIdsFromClientContext(req.body?.clientContext);
+      await assertRequiredItemsBelongToUser(uid, requiredItemIds);
       const outfitDiversity = outfitDiversityFromClientContext(req.body?.clientContext);
       const attachments = await parseAuraAttachments(uid, req.body?.attachments);
       const clientIntent = typeof req.body?.clientIntent === "string" ? req.body.clientIntent : null;
@@ -1501,6 +1531,7 @@ export const askAuraStream = onRequest(
           `Aura context:\n${JSON.stringify(compactAuraContext, null, 2)}\n\n` +
           "Stylist brief:\nPersonalize lightly.\n\n" +
           `Style core note:\n${styleCoreNote || "None."}\n\n` +
+          `Required item guard:\n${requiredItemsPromptNote(requiredItemIds)}\n\n` +
           `Outfit diversity:\n${outfitDiversityPromptNote(outfitDiversity)}\n\n` +
           `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
           "Product link context:\nNo product links.\n\n" +
@@ -1587,12 +1618,12 @@ export const askAuraStream = onRequest(
         userProfile,
       });
       logger.info("AURA stream closet context", {
-        counts: auraContext.counts,
+        itemCount: items.length,
         isSparseWardrobe: auraContext.isSparseWardrobe,
-        categoryCounts: auraContext.categoryCounts,
-        detectedGaps: auraContext.wardrobeGaps,
-        footwearAvailable: auraContext.wardrobeDebug?.footwearAvailable ?? [],
-        excludedFootwear: auraContext.wardrobeDebug?.excludedFootwear ?? [],
+        categoryKeyCount: Object.keys(auraContext.categoryCounts ?? {}).length,
+        gapKeyCount: Object.keys(auraContext.wardrobeGaps ?? {}).length,
+        footwearAvailableCount: auraContext.wardrobeDebug?.footwearAvailable?.length ?? 0,
+        excludedFootwearCount: auraContext.wardrobeDebug?.excludedFootwear?.length ?? 0,
       });
       let linkProductContext = "No product links.";
       if (linkIntent === "analyze_link" && detectedUrls.length > 0) {
@@ -1620,6 +1651,7 @@ export const askAuraStream = onRequest(
         `Aura context:\n${JSON.stringify(auraContext, null, 2)}\n\n` +
         `Stylist brief:\n${auraContext.stylistBrief || "Personalize lightly."}\n\n` +
         `Style core note:\n${styleCoreNote || "None."}\n\n` +
+        `Required item guard:\n${requiredItemsPromptNote(requiredItemIds)}\n\n` +
         `Outfit diversity:\n${outfitDiversityPromptNote(outfitDiversity)}\n\n` +
         `Recent conversation:\n${JSON.stringify(history, null, 2)}\n\n` +
         `Product link context:\n${linkProductContext}\n\n` +
diff --git a/functions/src/generateAuraSwipeBatch.ts b/functions/src/generateAuraSwipeBatch.ts
index 82ea7e1..56d0ade 100644
--- a/functions/src/generateAuraSwipeBatch.ts
+++ b/functions/src/generateAuraSwipeBatch.ts
@@ -206,6 +206,38 @@ function lockedItemsForAnchors(
   return Object.keys(locked).length ? locked : undefined;
 }
 
+function cleanItemIdList(value: unknown, max = 8) {
+  if (!Array.isArray(value)) return [];
+  const seen = new Set<string>();
+  const ids: string[] = [];
+  for (const entry of value) {
+    const itemId = String(entry ?? "").trim();
+    if (!itemId || seen.has(itemId)) continue;
+    seen.add(itemId);
+    ids.push(itemId);
+    if (ids.length >= max) break;
+  }
+  return ids;
+}
+
+function requiredItemIdsFromRequest(data: unknown) {
+  const raw = data && typeof data === "object" ? data as Record<string, unknown> : {};
+  return cleanItemIdList([
+    ...cleanItemIdList(raw.requiredItemIds, 8),
+    ...cleanItemIdList(raw.mustIncludeItemIds, 8),
+  ], 8);
+}
+
+function filterOutfitsForRequiredItems<T extends { itemIds: string[] }>(
+  outfits: T[],
+  requiredItemIds: string[],
+) {
+  if (!requiredItemIds.length) return outfits;
+  return outfits.filter((outfit) =>
+    requiredItemIds.every((itemId) => outfit.itemIds.includes(itemId)),
+  );
+}
+
 function toSwipeLook(
   outfit: GeneratedSwipeCandidate,
   itemsById: Map<string, WardrobeItem>,
@@ -277,9 +309,11 @@ export const generateAuraSwipeBatch = onCall(
     const recentItemIds = Array.isArray(request.data?.recentItemIds)
       ? request.data.recentItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 36)
       : [];
-    const anchorItemIds = Array.isArray(request.data?.anchorItemIds)
-      ? request.data.anchorItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 3)
-      : [];
+    const requiredItemIds = requiredItemIdsFromRequest(request.data);
+    const anchorItemIds = cleanItemIdList([
+      ...requiredItemIds,
+      ...(Array.isArray(request.data?.anchorItemIds) ? request.data.anchorItemIds : []),
+    ], requiredItemIds.length ? 8 : 3);
     const previousLookItemIds = Array.isArray(request.data?.previousLookItemIds)
       ? request.data.previousLookItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 12)
       : [];
@@ -294,7 +328,14 @@ export const generateAuraSwipeBatch = onCall(
     const allItems = await fetchWardrobeItems(db, uid);
     const memory = await loadCompactAuraMemoryContext(db, uid, null);
     const itemsById = new Map(allItems.map((item) => [item.id, item]));
+    const missingRequiredItemIds = requiredItemIds.filter((itemId) => !itemsById.has(itemId));
+    if (missingRequiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Selected closet item is no longer available.");
+    }
     const lockedItemsBySlot = lockedItemsForAnchors(anchorItemIds, itemsById);
+    if (requiredItemIds.length && Object.keys(lockedItemsBySlot ?? {}).length < requiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Selected closet item cannot be used as an outfit anchor.");
+    }
     let generated = generateOutfitCandidates(allItems, parsed.intent, {
       numOutfits,
       memory,
@@ -307,6 +348,13 @@ export const generateAuraSwipeBatch = onCall(
         maxOverlap,
       },
     });
+    generated = {
+      ...generated,
+      outfits: filterOutfitsForRequiredItems(generated.outfits, requiredItemIds),
+    };
+    if (!generated.outfits.length && requiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Could not build an outfit with the selected closet item.");
+    }
     if (!generated.outfits.length && lockedItemsBySlot) {
       generated = generateOutfitCandidates(allItems, parsed.intent, {
         numOutfits,
@@ -320,6 +368,13 @@ export const generateAuraSwipeBatch = onCall(
         },
       });
     }
+    generated = {
+      ...generated,
+      outfits: filterOutfitsForRequiredItems(generated.outfits, requiredItemIds),
+    };
+    if (!generated.outfits.length && requiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Could not build an outfit with the selected closet item.");
+    }
     if (!generated.outfits.length && excludeItemIds.length) {
       generated = generateOutfitCandidates(allItems, parsed.intent, {
         numOutfits,
@@ -333,6 +388,13 @@ export const generateAuraSwipeBatch = onCall(
         },
       });
     }
+    generated = {
+      ...generated,
+      outfits: filterOutfitsForRequiredItems(generated.outfits, requiredItemIds),
+    };
+    if (!generated.outfits.length && requiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Could not build an outfit with the selected closet item.");
+    }
 
     logger.info("generateAuraSwipeBatch built batch", {
       uidHash,
@@ -347,6 +409,7 @@ export const generateAuraSwipeBatch = onCall(
         previousLookItemCount: previousLookItemIds.length,
         recentItemCount: recentItemIds.length,
         anchorItemCount: anchorItemIds.length,
+        requiredItemCount: requiredItemIds.length,
         lockedAnchorSlots: Object.keys(lockedItemsBySlot ?? {}),
         previousLookSignatureCount: previousLookSignatures.length,
         maxOverlap,
diff --git a/functions/src/generateOutfitsV1.ts b/functions/src/generateOutfitsV1.ts
index ea95145..805093c 100644
--- a/functions/src/generateOutfitsV1.ts
+++ b/functions/src/generateOutfitsV1.ts
@@ -76,6 +76,38 @@ function lockedItemsForAnchors(
   return Object.keys(locked).length ? locked : undefined;
 }
 
+function cleanItemIdList(value: unknown, max = 8) {
+  if (!Array.isArray(value)) return [];
+  const seen = new Set<string>();
+  const ids: string[] = [];
+  for (const entry of value) {
+    const itemId = String(entry ?? "").trim();
+    if (!itemId || seen.has(itemId)) continue;
+    seen.add(itemId);
+    ids.push(itemId);
+    if (ids.length >= max) break;
+  }
+  return ids;
+}
+
+function requiredItemIdsFromRequest(data: unknown) {
+  const raw = data && typeof data === "object" ? data as Record<string, unknown> : {};
+  return cleanItemIdList([
+    ...cleanItemIdList(raw.requiredItemIds, 8),
+    ...cleanItemIdList(raw.mustIncludeItemIds, 8),
+  ], 8);
+}
+
+function filterOutfitsForRequiredItems<T extends { itemIds: string[] }>(
+  outfits: T[],
+  requiredItemIds: string[],
+) {
+  if (!requiredItemIds.length) return outfits;
+  return outfits.filter((outfit) =>
+    requiredItemIds.every((itemId) => outfit.itemIds.includes(itemId)),
+  );
+}
+
 type EnforceableOutfit = {
   picks: Array<{ slot: "top" | "bottom" | "footwear" | "outerwear" | "accessory"; itemId: string }>;
   score: number;
@@ -255,9 +287,11 @@ export const generateOutfitsV1 = onCall(
     const requestedNumOutfits =
       request.data?.numOutfits ?? parsed.numOutfits ?? inferRequestedOutfitCount(intentText) ?? 3;
     const numOutfits = clampNumOutfits(requestedNumOutfits, 3);
-    const anchorItemIds = Array.isArray(request.data?.anchorItemIds)
-      ? request.data.anchorItemIds.map((value: unknown) => String(value).trim()).filter(Boolean).slice(0, 3)
-      : [];
+    const requiredItemIds = requiredItemIdsFromRequest(request.data);
+    const anchorItemIds = cleanItemIdList([
+      ...requiredItemIds,
+      ...(Array.isArray(request.data?.anchorItemIds) ? request.data.anchorItemIds : []),
+    ], requiredItemIds.length ? 8 : 3);
     const parsedIntent = parsed.intent;
     logger.info("generateOutfitsV1 parsed intent", {
       uidHash,
@@ -265,24 +299,46 @@ export const generateOutfitsV1 = onCall(
       requestedNumOutfits,
       numOutfits,
       anchorItemCount: anchorItemIds.length,
+      requiredItemCount: requiredItemIds.length,
     });
 
     const db = getFirestore();
     const allItems = await fetchWardrobeItems(db, uid);
     const memory = await loadCompactAuraMemoryContext(db, uid, null);
     const itemsById = new Map(allItems.map((item) => [item.id, item]));
+    const missingRequiredItemIds = requiredItemIds.filter((itemId) => !itemsById.has(itemId));
+    if (missingRequiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Selected closet item is no longer available.");
+    }
     const lockedItemsBySlot = lockedItemsForAnchors(anchorItemIds, itemsById);
+    if (requiredItemIds.length && Object.keys(lockedItemsBySlot ?? {}).length < requiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Selected closet item cannot be used as an outfit anchor.");
+    }
     let generated = generateOutfitCandidates(allItems, parsedIntent, {
       numOutfits,
       memory,
       lockedItemsBySlot,
     });
+    generated = {
+      ...generated,
+      outfits: filterOutfitsForRequiredItems(generated.outfits, requiredItemIds),
+    };
+    if (!generated.outfits.length && requiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Could not build an outfit with the selected closet item.");
+    }
     if (!generated.outfits.length && lockedItemsBySlot) {
       generated = generateOutfitCandidates(allItems, parsedIntent, {
         numOutfits,
         memory,
       });
     }
+    generated = {
+      ...generated,
+      outfits: filterOutfitsForRequiredItems(generated.outfits, requiredItemIds),
+    };
+    if (!generated.outfits.length && requiredItemIds.length) {
+      throw new HttpsError("failed-precondition", "Could not build an outfit with the selected closet item.");
+    }
     const outerwearAvailable = allItems.filter((item) =>
       isOuterwearItem({
         category: item.category,
diff --git a/functions/src/previewProductLink.ts b/functions/src/previewProductLink.ts
index d968018..f744df8 100644
--- a/functions/src/previewProductLink.ts
+++ b/functions/src/previewProductLink.ts
@@ -29,6 +29,9 @@ import {
 } from "./shared/rateLimit";
 import { redactUrlForLogs } from "./shared/safeFetch";
 
+const PRODUCT_LINK_FAILURE_MESSAGE =
+  "I couldn't read this product page. Try another link, upload a screenshot, or add manually.";
+
 function codeForError(
   error: unknown,
 ): "invalid-argument" | "failed-precondition" | "internal" {
@@ -47,6 +50,52 @@ function codeForError(
   }
 }
 
+function cleanText(value?: string | null) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function previewHasUsableProductEvidence(preview: AuraLinkPreview | null | undefined) {
+  if (!preview) return false;
+  const hasTitle = !!cleanText(preview.title);
+  const hasImage = !!cleanText(preview.imageUrl) || (preview.imageUrls ?? []).some((url) => !!cleanText(url));
+  return hasTitle && hasImage;
+}
+
+function candidateHasUsableProductEvidence(candidate: AuraCandidateItem, metadata: ProductLinkPreviewMetadata) {
+  const title = cleanText(candidate.title) || cleanText(metadata.title);
+  const image =
+    cleanText(candidate.primaryImageUrl) ||
+    cleanText(candidate.imageUrls?.[0]) ||
+    cleanText(candidate.secondaryImageUrls?.[0]) ||
+    cleanText("imageUrl" in metadata ? metadata.imageUrl : null);
+  return { hasTitle: !!title, hasImage: !!image };
+}
+
+function throwIfCandidateMissingEvidence(candidate: AuraCandidateItem, metadata: ProductLinkPreviewMetadata) {
+  const evidence = candidateHasUsableProductEvidence(candidate, metadata);
+  if (!evidence.hasTitle) {
+    throw new ProductLinkError(PRODUCT_LINK_FAILURE_MESSAGE, "no_metadata", {
+      reason: "missing_product_title",
+    });
+  }
+  if (!evidence.hasImage) {
+    throw new ProductLinkError(PRODUCT_LINK_FAILURE_MESSAGE, "no_images", {
+      reason: "missing_product_image",
+    });
+  }
+}
+
+function shouldSkipPreviewFallback(error: unknown) {
+  if (!(error instanceof ProductLinkError)) return false;
+  return (
+    error.code === "blocked_store" ||
+    error.code === "no_metadata" ||
+    error.code === "no_images" ||
+    error.code === "invalid_url" ||
+    error.code === "unsafe_url"
+  );
+}
+
 function messageForError(error: unknown) {
   if (error instanceof ProductLinkError && error.code === "blocked_store") return BLOCKED_STORE_MESSAGE;
   if (error instanceof ProductLinkError) return error.message;
@@ -156,12 +205,8 @@ export const previewProductLink = onCall(
       });
       const metadata = await extractProductUrlMetadata(url);
       if (!metadata.imageUrl) {
-        const fallbackPreview =
-          clientPreview ??
-          hmClientFallback ??
-          (metadata.title || metadata.description
-            ? { ...metadata, status: "needs_review" as const }
-            : fallbackLinkPreviewFromUrl(url));
+        const fallbackPreview = [clientPreview, hmClientFallback, { ...metadata, status: "needs_review" as const }]
+          .find(previewHasUsableProductEvidence) ?? null;
         if (fallbackPreview) {
           logger.info("[LINK_PREVIEW] using AURA URL fallback after missing server image", {
             uidHash: redactUid(uid),
@@ -176,6 +221,7 @@ export const previewProductLink = onCall(
             uid,
             metadata: fallbackPreview,
           });
+          throwIfCandidateMissingEvidence(built.candidate, fallbackPreview);
           return previewResponseFromCandidate({
             candidate: built.candidate,
             metadata: fallbackPreview,
@@ -183,6 +229,9 @@ export const previewProductLink = onCall(
             imageExtractionSource: "fallback",
           });
         }
+        throw new ProductLinkError(PRODUCT_LINK_FAILURE_MESSAGE, "no_images", {
+          reason: metadata.title || metadata.description ? "missing_product_image" : "missing_product_evidence",
+        });
       }
 
       const built = await buildUrlCandidatePreview({
@@ -190,6 +239,7 @@ export const previewProductLink = onCall(
         uid,
         metadata,
       });
+      throwIfCandidateMissingEvidence(built.candidate, metadata);
 
       logger.info("[LINK_PREVIEW] product link extracted", {
         uidHash: redactUid(uid),
@@ -208,8 +258,9 @@ export const previewProductLink = onCall(
         imageExtractionSource: null,
       });
     } catch (error) {
-      const fallbackPreview = clientPreview ?? hmClientFallback ?? fallbackLinkPreviewFromUrl(url);
-      if (fallbackPreview) {
+      const fallbackPreview = [clientPreview, hmClientFallback, fallbackLinkPreviewFromUrl(url)]
+        .find(previewHasUsableProductEvidence) ?? null;
+      if (fallbackPreview && !shouldSkipPreviewFallback(error)) {
         logger.info("[LINK_PREVIEW] using AURA client preview fallback", {
           uidHash: redactUid(uid),
           url: redactUrlForLogs(url),
@@ -222,6 +273,7 @@ export const previewProductLink = onCall(
           uid,
           metadata: fallbackPreview,
         });
+        throwIfCandidateMissingEvidence(built.candidate, fallbackPreview);
         return previewResponseFromCandidate({
           candidate: built.candidate,
           metadata: fallbackPreview,
diff --git a/functions/src/shared/auraCandidatePreview.ts b/functions/src/shared/auraCandidatePreview.ts
index 0221fd0..411968f 100644
--- a/functions/src/shared/auraCandidatePreview.ts
+++ b/functions/src/shared/auraCandidatePreview.ts
@@ -59,6 +59,7 @@ export type AuraCandidateItem = {
   collaborationName?: string | null;
   sourceType: "image" | "link" | "batch";
   sourceUrl?: string | null;
+  imageSourceReason?: string | null;
   status: "awaiting_confirmation" | "needs_review" | "added" | "cancelled" | "failed";
 };
 
@@ -997,6 +998,20 @@ export async function rankProductExtractionImages(params: {
 export function productCategoryHintsFromText(title?: string | null, description?: string | null) {
   const titleText = String(title ?? "").toLowerCase();
   const text = `${titleText} ${description ?? ""}`.toLowerCase();
+  const footwearRe =
+    /\b(shoes?|sneakers?|trainers?|boots?|loafers?|sandals?|heels?|footwear|air\s+jordan|jordan\s+\d+|new\s+balance|men[’']?s\s+shoes?|women[’']?s\s+shoes?|running\s+shoes?|basketball\s+shoes?|foot\s*locker|jd\s+sports)\b/i;
+  if (footwearRe.test(titleText) || footwearRe.test(text)) {
+    return {
+      category: "footwear",
+      subCategory: /\bboots?\b/.test(text)
+        ? "boots"
+        : /\bloafers?\b/.test(text)
+          ? "loafers"
+          : /\bsandals?\b/.test(text)
+            ? "sandals"
+            : "sneakers",
+    };
+  }
   const topSubCategory = (() => {
     if (/\bpolo\b/.test(titleText)) return "polo";
     if (/\bt-?shirt|\btee\b/.test(titleText)) return "tshirt";
@@ -1009,7 +1024,6 @@ export function productCategoryHintsFromText(title?: string | null, description?
   })();
   if (topSubCategory) return { category: "top", subCategory: topSubCategory };
   if (/\b(jacket|coat|blazer)\b/.test(titleText)) return { category: "outerwear", subCategory: null };
-  if (/\b(shoe|sneaker|boot|loafer|sandal)\b/.test(titleText)) return { category: "footwear", subCategory: null };
   if (/\b(dress|jumpsuit|romper)\b/.test(titleText)) return { category: "one_piece", subCategory: null };
   if (/\b(shorts?|trousers?|pants?|jeans?|skirt|leggings?)\b/.test(titleText)) {
     return {
diff --git a/functions/src/shared/auraConcreteLook.fixtures.ts b/functions/src/shared/auraConcreteLook.fixtures.ts
new file mode 100644
index 0000000..1ddeb23
--- /dev/null
+++ b/functions/src/shared/auraConcreteLook.fixtures.ts
@@ -0,0 +1,48 @@
+import {isConcreteOutfitIntent} from "./auraConcreteLook";
+
+export type AuraConcreteLookIntentFixture = {
+  message: string;
+  hasContext?: boolean;
+  expectedConcreteLookIntent: boolean;
+};
+
+export const AURA_CONCRETE_LOOK_INTENT_FIXTURES: AuraConcreteLookIntentFixture[] = [
+  {
+    message: "Suggest an outfit",
+    expectedConcreteLookIntent: true,
+  },
+  {
+    message: "style this item",
+    expectedConcreteLookIntent: true,
+  },
+  {
+    message: "make this outfit better",
+    expectedConcreteLookIntent: true,
+  },
+  {
+    message: "complete this look",
+    expectedConcreteLookIntent: true,
+  },
+  {
+    message: "what shoes should I wear?",
+    expectedConcreteLookIntent: true,
+  },
+  {
+    message: "thanks",
+    expectedConcreteLookIntent: false,
+  },
+];
+
+export function evaluateAuraConcreteLookIntentFixtures() {
+  return AURA_CONCRETE_LOOK_INTENT_FIXTURES.map((fixture) => {
+    const actual = isConcreteOutfitIntent(
+      fixture.message,
+      fixture.hasContext ?? false,
+    );
+    return {
+      ...fixture,
+      actualConcreteLookIntent: actual,
+      pass: actual === fixture.expectedConcreteLookIntent,
+    };
+  });
+}
diff --git a/functions/src/shared/auraConcreteLook.ts b/functions/src/shared/auraConcreteLook.ts
index ada0e7a..7e4466e 100644
--- a/functions/src/shared/auraConcreteLook.ts
+++ b/functions/src/shared/auraConcreteLook.ts
@@ -69,10 +69,10 @@ type ClosetRecord = StylingItem & WardrobeItem & {
 };
 
 const CONCRETE_OUTFIT_INTENT_RE =
-  /\b(suggest|recommend|build|make|create|pull|put together|plan|style|dress)\b[\s\S]{0,80}\b(outfit|look|fit)\b|\bwhat should i wear\b|\boutfit for\b|\bfit for\b|\bstyle this\b|\bstyle it\b|\bmake it (?:dressier|more casual|better|warmer|cooler|sharper)\b|\bhow (?:do|should|would|can) i style\b/i;
+  /\b(suggest|recommend|build|make|create|pull|put together|plan|style|dress|improve|refine|polish|complete|finish)\b[\s\S]{0,80}\b(outfit|look|fit)\b|\bwhat should i wear\b|\boutfit for\b|\bfit for\b|\bstyle this(?:\s+(?:item|piece|shirt|top|pants|jeans|shoes?|sneakers?|jacket|coat|hoodie))?\b|\bstyle it\b|\bcomplete this look\b|\bfinish this look\b|\bmake (?:this|it) (?:dressier|more casual|better|warmer|cooler|sharper)\b|\bwhat (?:shoes?|sneakers?|footwear) (?:work|go|should i wear)\b|\bhow (?:do|should|would|can) i style\b/i;
 
 const LIST_HEADER_RE =
-  /^(quick take|why it works|how to wear it|swap|swap \/ add|styling note|keep|what works|what weakens it|fix|score|best option|outfit|top priorities|next move|avoid|best with|outfit ideas)\s*:?$/i;
+  /^(my call|quick take|why|why it works|how to wear it|do this|swap|swap \/ add|styling note|keep|what works|what weakens it|fix|score|best option|outfit|top priorities|next move|avoid|avoid unless|best with|outfit ideas)\s*:?$/i;
 
 const STOP_TOKENS = new Set([
   "a",
@@ -269,18 +269,19 @@ function lookIdForPieces(pieces: AuraLookPiece[], source: string) {
 }
 
 function replyForLook(look: AuraConcreteLook) {
+  const top = look.pieces.find((piece) => piece.role === "top");
+  const bottom = look.pieces.find((piece) => piece.role === "bottom");
   const outerwear = look.pieces.find((piece) => piece.role === "outerwear");
   const shoes = look.pieces.find((piece) => piece.role === "shoes");
   return [
-    "Quick take:",
-    "This is a concrete outfit built from the closet pieces AURA picked.",
+    "My call:",
+    `Go with ${look.lookTitle}.`,
     "",
-    "Why it works:",
-    outerwear ? `- ${outerwear.itemName} adds the main layer and attitude.` : "- The base pieces keep the outfit easy to wear.",
-    shoes ? `- ${shoes.itemName} grounds the outfit.` : "- The footwear slot stays simple and wearable.",
-    "- The card below keeps the exact pieces together.",
+    "Why:",
+    top && bottom ? `- ${top.itemName} and ${bottom.itemName} give you the base.` : "- The base pieces are easy to wear together.",
+    outerwear ? `- ${outerwear.itemName} adds the main layer.` : shoes ? `- ${shoes.itemName} keeps it grounded.` : "- The card below keeps the exact pieces together.",
     "",
-    "Styling note:",
+    "Do this:",
     look.stylingNote,
   ].join("\n");
 }
diff --git a/functions/src/shared/auraOutfitPhotoAnalysis.ts b/functions/src/shared/auraOutfitPhotoAnalysis.ts
index 38128e0..eed5039 100644
--- a/functions/src/shared/auraOutfitPhotoAnalysis.ts
+++ b/functions/src/shared/auraOutfitPhotoAnalysis.ts
@@ -219,6 +219,8 @@ export async function analyzeOutfitPhoto(params: {
             text:
               `User request: ${params.userMessage || "Analyze this worn outfit photo."}\n\n` +
               "Return top, bottom, footwear, outerwear/jacket, and accessories only when visible. " +
+              "Use role accessory for ties, sunglasses, glasses, belts, bags, watches, jewelry, and hats. " +
+              "Use role outerwear for suit jackets, blazers, jackets, coats, and overshirts. Use role bottom for trousers or pants and footwear for shoes. " +
               "Use confidence scores from 0 to 1. If shoes or accessories are cropped/hidden, omit them from detectedPieces and list them as not visible in missingToComplete.",
           },
           ...images.slice(0, 2).map((image) => ({
diff --git a/functions/src/shared/auraPrompt.ts b/functions/src/shared/auraPrompt.ts
index 14501f7..1e340af 100644
--- a/functions/src/shared/auraPrompt.ts
+++ b/functions/src/shared/auraPrompt.ts
@@ -27,11 +27,17 @@ Tone and behavior:
 
 Response style:
 
+* Lead with the answer. The first line should usually be the recommendation, verdict, or next move.
+* Then give the short reason, grounded in the user's wardrobe, context, photo, item, occasion, weather, or question.
+* End with a clear option or action when useful.
+* Use direct stylist labels like "My call:", "Best option:", "Avoid unless:", and "Do this:" when they make the answer easier to scan.
+* Prefer concise structure over long paragraphs. Most useful answers should be 2-5 short sections or 1-3 tight sentences.
 * Prefer natural phrasing over rigid structure.
 * Make the user feel like you are actively helping them think through something.
 * Even when giving recommendations, sound fluid and conversational.
 * Choose formatting based on intent and context: casual/simple messages stay conversational; detailed styling help should be structured and easy to scan on mobile.
 * For structured replies, use short headers, bullets or numbered points, and blank lines between sections.
+* Use bullets only when they improve readability. Do not turn every answer into a list.
 * Preserve line breaks in reply text when structure helps.
 * Always provide value first.
 * Never let missing wardrobe data make you feel blocked.
@@ -43,6 +49,7 @@ Response style:
 * Be comfortable being opinionated.
 * Do not narrate your process.
 * Do not hedge unless uncertainty is real.
+* Avoid generic fashion essays. Give the practical call like a personal stylist friend who knows the closet.
 * If the user asks a follow-up like "make it dressier", "what about shoes?", "how do I style this?", or "is this better?", infer the current outfit from recent conversation, selected pieces, rendered look context, or the last generated look when available.
 * If a follow-up needs a specific outfit or item and no context is available, ask one short clarifying question instead of giving generic advice.
 
@@ -79,10 +86,12 @@ Streaming behavior:
 * Respond in plain natural text only.
 * Do not return JSON.
 * Let the first line land quickly.
+* Start with the direct recommendation or verdict before explaining.
 * If the user sends something simple like "hey", give a short natural greeting and lightly hint at what you can help with.
 * For detailed styling/help replies, stream the same sectioned plain-text format the final response should use.
 * Preserve line breaks, bullets, and numbered lists when they make the answer easier to read.
 * Keep simple questions simple; do not force sections into tiny yes/no answers or thanks.
+* Keep streamed answers concise unless the user asks for a deep breakdown.
 * Preserve strong line rhythm and natural sentence flow.
 `;
 
@@ -133,6 +142,8 @@ Structured behavior:
 * Make the personalization feel specific without sounding clinical.
 * For outfit, styling, occasion, or "what should I wear" requests, prefer returning a visual look object the UI can render.
 * Whenever you recommend a concrete outfit made of specific pieces, attach a structured look payload. Do not leave the outfit as plain text only.
+* Requests like "make this outfit better", "improve this outfit", "style this", "style this item", "what should I wear", "complete this look", "make it dressier", "make it more casual", "what shoes?", and occasion outfit requests should produce both a concise text reply and a look payload when enough context exists.
+* If context for "this" or "it" is missing, ask one short clarifying question instead of inventing an outfit.
 * If a look card will be attached, use the reply for the quick take and reasoning, not as a long item dump.
 * The text and look card must stay in sync: every closet piece named as part of the outfit should appear in look.pieces with source "closet" and itemId when known.
 * When you return a visual look for straightforward outfit generation, keep the reply shorter and let the card do more of the work.
@@ -176,38 +187,52 @@ Intent-aware formatting:
 * Use plain text headers ending in ":"; markdown tables are not allowed.
 * Keep sections compact. A structured reply should usually have 3-5 sections, not an essay.
 * Controlled emojis are optional. Prefer clean headers over emojis.
+* The preferred shape is:
+  My call:
+  [direct recommendation]
+
+  Why:
+  - [1-2 short reasons]
+
+  Do this:
+  [clear next step]
+* Use "Best option:" instead of "My call:" for occasion, weather, or outfit selection.
+* Use "Avoid unless:" when the answer is cautionary.
 
 Formatting templates:
 
 * Outfit styling:
-  Quick take:
+  My call:
   ...
 
-  How to wear it:
+  Why:
   - ...
   - ...
 
-  Swap / add:
+  Do this:
   - ...
 
   Styling note:
   ...
 
 * Outfit improvement:
+  My call:
+  ...
+
   Keep:
   - ...
 
   Swap / add:
   - ...
 
-  Why it works:
+  Why:
   - ...
 
-  Styling note:
+  Do this:
   ...
 
 * Shopping / closet gaps:
-  Quick take:
+  My call:
   ...
 
   Top priorities:
@@ -218,7 +243,7 @@ Formatting templates:
   Why these help:
   - ...
 
-  Next move:
+  Do this:
   ...
 
 * Outfit rating:
@@ -231,17 +256,20 @@ Formatting templates:
   What weakens it:
   - ...
 
-  Fix:
+  Do this:
   - ...
 
 * Item styling:
+  My call:
+  ...
+
   Best with:
   - ...
 
   Avoid:
   - ...
 
-  Outfit ideas:
+  Do this:
   1. ...
   2. ...
 
@@ -259,6 +287,9 @@ Formatting templates:
   Why it fits:
   - ...
 
+  Do this:
+  ...
+
 * Comparing outfits:
   Best pick:
   ...
@@ -340,6 +371,8 @@ Output requirements:
 
 * Return valid JSON only.
 * Keep copy premium and concise.
+* The reply should usually begin with a direct answer section such as "My call:", "Best option:", "Avoid unless:", or a one-sentence verdict.
+* Use short reasoning and a practical next step. Avoid long generic paragraphs unless the user asks for deeper detail.
 * Include presentation as either "chat" or "card".
 * title must be punchy, 2-4 words max when presentation is "card". For "chat", keep it minimal.
 * reply should sound like a real assistant message, not a schema field.
diff --git a/functions/src/shared/auraUrlCandidatePreview.ts b/functions/src/shared/auraUrlCandidatePreview.ts
index d48ab14..15b3fa4 100644
--- a/functions/src/shared/auraUrlCandidatePreview.ts
+++ b/functions/src/shared/auraUrlCandidatePreview.ts
@@ -52,10 +52,28 @@ export type AuraLinkPreview = {
 type UrlCandidateMetadata = ProductUrlMetadata | AuraLinkPreview;
 
 function cleanPreviewText(value: unknown, maxLength = 500) {
-  const text = String(value ?? "").replace(/\s+/g, " ").trim();
+  const text = decodePreviewText(value).replace(/\s+/g, " ").trim();
   return text ? text.slice(0, maxLength) : null;
 }
 
+function decodePreviewText(value: unknown) {
+  return String(value ?? "")
+    .replace(/&#x([0-9a-f]+);/gi, (_, hex: string) => {
+      const codePoint = Number.parseInt(hex, 16);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&#(\d+);/g, (_, decimal: string) => {
+      const codePoint = Number.parseInt(decimal, 10);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&amp;/g, "&")
+    .replace(/&quot;/g, "\"")
+    .replace(/&apos;/g, "'")
+    .replace(/&lt;/g, "<")
+    .replace(/&gt;/g, ">")
+    .replace(/&nbsp;/g, " ");
+}
+
 function normalizePreviewImage(sourceUrl: URL, value: unknown) {
   const raw = String(value ?? "").trim();
   if (!raw || raw.startsWith("data:")) return null;
@@ -162,6 +180,12 @@ export function brandFromSourceUrl(sourceUrl?: string | null) {
     if (host.endsWith("hm.com")) return "H&M";
     if (host.endsWith("zara.com")) return "Zara";
     if (host.endsWith("nike.com")) return "Nike";
+    if (host.endsWith("aritzia.com")) return "Aritzia";
+    if (host.endsWith("amazon.com")) return "Amazon";
+    if (host.endsWith("footlocker.com")) return "Foot Locker";
+    if (host.endsWith("jdsports.com")) return "JD Sports";
+    if (host.endsWith("macys.com")) return "Macy's";
+    if (host.endsWith("newbalance.com")) return "New Balance";
     const domain = host.split(".")[0] ?? "";
     return domain ? domain.charAt(0).toUpperCase() + domain.slice(1) : null;
   } catch {
@@ -211,11 +235,13 @@ export function fallbackLinkPreviewFromUrl(sourceUrl: string): AuraLinkPreview |
 }
 
 function cleanProductTitle(title?: string | null, brand?: string | null) {
-  let next = String(title ?? "").replace(/\s+/g, " ").trim();
+  let next = decodePreviewText(title).replace(/\s+/g, " ").trim();
   next = next
     .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
     .replace(/\s*\|\s*Zara\s*$/i, "")
     .replace(/\s*\|\s*Nike\s*$/i, "")
+    .replace(/\s*(?:\||-|–)\s*(?:Aritzia|Amazon(?:\.[A-Za-z.]+)?|Foot\s*Locker|JD\s*Sports|Macy[’']?s|New\s*Balance)\s*$/i, "")
+    .replace(/\s*(?:\||-|–)\s*(?:Men[’']s|Women[’']s)\s*$/i, "")
     .replace(/^Men[’']s\s+/i, "")
     .replace(/^Women[’']s\s+/i, "")
     .replace(/^Ladies[’']?\s+/i, "")
@@ -383,6 +409,9 @@ export async function buildUrlCandidatePreview(params: {
   candidate.imageUrls = rankedImageUrls.length ? rankedImageUrls : candidate.imageUrls;
   candidate.primaryImageUrl = candidate.imageUrls[0] ?? null;
   candidate.secondaryImageUrls = candidate.imageUrls.slice(1);
+  candidate.imageSourceReason = candidate.primaryImageUrl
+    ? "product_link_ranked_image"
+    : "product_link_no_usable_image";
   logger.info("[LINK_IMAGE_REVIEW_SET]", {
     uidHash: params.uid ? redactUid(params.uid) : null,
     sourceUrl: redactUrlForLogs(params.metadata.sourceUrl),
diff --git a/functions/src/shared/outfitEngine.ts b/functions/src/shared/outfitEngine.ts
index abb2d9d..3875f8d 100644
--- a/functions/src/shared/outfitEngine.ts
+++ b/functions/src/shared/outfitEngine.ts
@@ -1161,8 +1161,12 @@ function assembleOutfits(
     ? accessoryItems.filter((item) => item.item.id === lockedBySlot.accessory?.id).slice(0, 1)
     : accessoryItems.slice(0, 14);
   const shouldIncludeOuterwear =
-    intent.warmthTarget > 0.65 || intent.niceToHave.includes("outerwear");
+    intent.warmthTarget > 0.65 || intent.niceToHave.includes("outerwear") || !!lockedBySlot?.outerwear;
   const requiresOuterwear = intent.requireOuterwear === true;
+  const accessoryIntent =
+    lockedBySlot?.accessory && !intent.niceToHave.includes("accessory")
+      ? {...intent, niceToHave: [...intent.niceToHave, "accessory" as const]}
+      : intent;
 
   if (requiresOuterwear && outerwearCandidates.length === 0) {
     return [];
@@ -1196,7 +1200,7 @@ function assembleOutfits(
           const accessoryVariants = buildAccessoryVariants(
             accessoryCandidates,
             variant.chosen,
-            intent,
+            accessoryIntent,
             preferenceBias
           );
           for (const accessoryVariant of accessoryVariants) {
diff --git a/functions/src/shared/productLinkExtractor.ts b/functions/src/shared/productLinkExtractor.ts
index 8b0be56..385cbf7 100644
--- a/functions/src/shared/productLinkExtractor.ts
+++ b/functions/src/shared/productLinkExtractor.ts
@@ -378,11 +378,21 @@ function normalizePriceCandidate(params: {
 
 function decodeHtmlEntities(value: string): string {
   return value
+    .replace(/&#x([0-9a-f]+);/gi, (_, hex: string) => {
+      const codePoint = Number.parseInt(hex, 16);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&#(\d+);/g, (_, decimal: string) => {
+      const codePoint = Number.parseInt(decimal, 10);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
     .replace(/&amp;/g, "&")
     .replace(/&quot;/g, "\"")
+    .replace(/&apos;/g, "'")
     .replace(/&#39;/g, "'")
     .replace(/&lt;/g, "<")
-    .replace(/&gt;/g, " ");
+    .replace(/&gt;/g, ">")
+    .replace(/&nbsp;/g, " ");
 }
 
 function extractMeta(html: string, key: string): string | null {
@@ -862,6 +872,12 @@ function extractAttributeHintsFromText(text: string): Partial<ProductMetadata> {
 
 function inferCategoryHintsFromTitle(title?: string | null): string[] {
   const text = String(title ?? "").toLowerCase();
+  if (/\b(air\s+jordan|jordan\s+\d+|new\s+balance|foot\s*locker|jd\s+sports|men[’']?s\s+shoes?|women[’']?s\s+shoes?|running\s+shoes?|basketball\s+shoes?|sneakers?|trainers?|shoes?)\b/.test(text)) {
+    return ["footwear", "sneakers"];
+  }
+  if (/\bboots?\b/.test(text)) return ["footwear", "boots"];
+  if (/\bloafers?\b/.test(text)) return ["footwear", "loafers"];
+  if (/\bsandals?\b/.test(text)) return ["footwear", "sandals"];
   if (/\bfootball shirt\b/.test(text)) return ["top", "football shirt"];
   if (/\bpolo\b/.test(text)) return ["top", "polo"];
   if (/\bt-?shirt\b|\btee\b/.test(text)) return ["top", "tshirt"];
@@ -876,9 +892,6 @@ function inferCategoryHintsFromTitle(title?: string | null): string[] {
   if (/\btrousers?\b|\bpants?\b/.test(text)) return ["bottom", "trousers"];
   if (/\bshorts?\b/.test(text)) return ["bottom", "shorts"];
   if (/\bskirt\b/.test(text)) return ["bottom", "skirt"];
-  if (/\bsneakers?\b|\btrainers?\b/.test(text)) return ["footwear", "sneakers"];
-  if (/\bboots?\b/.test(text)) return ["footwear", "boots"];
-  if (/\bloafers?\b/.test(text)) return ["footwear", "loafers"];
   if (/\bdress\b/.test(text)) return ["one_piece", "dress"];
   return [];
 }
@@ -898,7 +911,7 @@ function productNounFromHints(hints: string[], fallbackTitle?: string | null) {
 
 function removeBrandWords(title: string, brand?: string | null) {
   let next = title;
-  const brands = [brand, "H&M", "Zara", "Uniqlo", "Nike", "Adidas"]
+  const brands = [brand, "H&M", "Zara", "Uniqlo", "Nike", "Adidas", "Aritzia", "Amazon", "Foot Locker", "JD Sports", "Macy's", "Macy’s", "New Balance"]
     .map((value) => cleanText(value, 80))
     .filter((value): value is string => !!value);
   for (const candidate of brands) {
@@ -940,6 +953,9 @@ function cleanRetailProductTitle(params: {
     .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
     .replace(/\s*\|\s*Zara\s*$/i, "")
     .replace(/\s*\|\s*Nike\s*$/i, "")
+    .replace(/\s*(?:\||-|–)\s*(?:Aritzia|Amazon(?:\.[A-Za-z.]+)?|Foot\s*Locker|JD\s*Sports|Macy[’']?s|New\s*Balance)\s*$/i, "")
+    .replace(/\s*(?:\||-|–)\s*(?:Men[’']s|Women[’']s)\s*(?:\||-|–)\s*(?:Foot\s*Locker|JD\s*Sports|Macy[’']?s)\s*$/i, "")
+    .replace(/\s*(?:\||-|–)\s*(?:Men[’']s|Women[’']s)\s*$/i, "")
     .replace(/^Men[’']s\s+/i, "")
     .replace(/^Women[’']s\s+/i, "")
     .replace(/^Ladies[’']?\s+/i, "")
@@ -2446,8 +2462,10 @@ export async function createDraftItemFromProductLink(params: {
           sourceType: "aura_product_link",
           sourceUrl: extraction.metadata.sourceUrl,
           domain: extraction.metadata.domain,
+          imageSourceReason: "product_link_extraction_primary",
         },
-        source: "aura_product_link",
+        source: "product_link",
+        imageSourceReason: "product_link_extraction_primary",
         sourceUrl: extraction.metadata.sourceUrl,
         productUrl: extraction.metadata.sourceUrl,
         retailer: extraction.metadata.retailer,
diff --git a/functions/src/shared/productUrlMetadata.ts b/functions/src/shared/productUrlMetadata.ts
index af7f935..8c79ce0 100644
--- a/functions/src/shared/productUrlMetadata.ts
+++ b/functions/src/shared/productUrlMetadata.ts
@@ -53,6 +53,8 @@ export type ProductUrlMetadata = {
 const USER_AGENT =
   "Mozilla/5.0 (iPhone; CPU iPhone OS 17_0 like Mac OS X) " +
   "AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.0 Mobile/15E148 Safari/604.1";
+const PRODUCT_PAGE_FAILURE_MESSAGE =
+  "I couldn't read this product page. Try another link, upload a screenshot, or add manually.";
 
 function isHmHost(url: URL) {
   const hostname = url.hostname.toLowerCase();
@@ -98,6 +100,20 @@ async function fetchTextWithTimeout(
 
 function cleanText(value: unknown, maxLength = 300) {
   const text = String(value ?? "")
+    .replace(/&#x([0-9a-f]+);/gi, (_, hex: string) => {
+      const codePoint = Number.parseInt(hex, 16);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&#(\d+);/g, (_, decimal: string) => {
+      const codePoint = Number.parseInt(decimal, 10);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&amp;/g, "&")
+    .replace(/&quot;/g, "\"")
+    .replace(/&apos;/g, "'")
+    .replace(/&lt;/g, "<")
+    .replace(/&gt;/g, ">")
+    .replace(/&nbsp;/g, " ")
     .replace(/\s+/g, " ")
     .trim();
   return text ? text.slice(0, maxLength) : null;
@@ -296,6 +312,13 @@ async function fetchHtml(url: URL) {
       message: "You can try again, paste another link, or add the item from a screenshot.",
     });
   }
+  if (originalStatus === 404) {
+    throw new ProductLinkError(PRODUCT_PAGE_FAILURE_MESSAGE, "no_metadata", {
+      reason: "http_404",
+      status: originalStatus,
+      host: url.hostname,
+    });
+  }
   throw new Error(`Product page returned ${originalStatus ?? "unknown status"}`);
 }
 
@@ -385,6 +408,30 @@ function firstLargeImage($: cheerio.CheerioAPI, baseUrl: URL) {
   return best ?? fallback;
 }
 
+function detectProductPageFailure($: cheerio.CheerioAPI, finalUrl: URL) {
+  const title = cleanText($("title").first().text(), 220) ?? "";
+  const h1 = cleanText($("h1").first().text(), 220) ?? "";
+  const canonical = normalizeImageUrl(finalUrl, $("link[rel='canonical']").first().attr("href") ?? undefined);
+  const bodyText = cleanText($("body").text(), 2_000) ?? "";
+  const combined = `${title} ${h1} ${bodyText}`.toLowerCase();
+  const failureReason =
+    /\b(?:404|not\s+found|page\s+not\s+available|page\s+unavailable|we\s+can(?:not|'t)\s+find|does\s+not\s+exist|error\s+page)\b/i.test(combined)
+      ? "not_found"
+      : /\b(?:access\s+denied|captcha|robot\s+check|bot\s+protection|blocked|forbidden|request\s+unsuccessful)\b/i.test(combined)
+        ? "blocked_or_bot_protected"
+        : /\/(?:404|not-found|page-not-found)(?:\/|$)/i.test(finalUrl.pathname) ||
+          (canonical ? /\/(?:404|not-found|page-not-found)(?:\/|$)/i.test(canonical) : false)
+          ? "not_found_route"
+          : null;
+
+  if (!failureReason) return;
+  throw new ProductLinkError(PRODUCT_PAGE_FAILURE_MESSAGE, "no_metadata", {
+    reason: failureReason,
+    title,
+    finalUrl: redactUrlForLogs(finalUrl.toString()),
+  });
+}
+
 export async function extractProductUrlMetadata(rawUrl: string): Promise<ProductUrlMetadata> {
   const url = await validateProductUrl(rawUrl);
   const zaraMetadata = await extractZaraProductUrlMetadata(url);
@@ -393,6 +440,8 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
   const fetched = await fetchHtml(url);
   const html = fetched.html;
   const finalUrl = fetched.finalUrl;
+  const page = cheerio.load(html);
+  detectProductPageFailure(page, finalUrl);
   if (isAmazonProductUrl(finalUrl)) {
     const amazon = extractAmazonLinkData(finalUrl, html);
     const imageUrls = await filterSafeExternalImageUrls(amazon.imageUrls, {
@@ -418,7 +467,7 @@ export async function extractProductUrlMetadata(rawUrl: string): Promise<Product
       status: amazon.status,
     };
   }
-  const $ = cheerio.load(html);
+  const $ = page;
   const nikeVariant = extractNikeSelectedVariantData(finalUrl.toString(), html);
   const productMetadata = extractProductMetadataFromHtml(finalUrl.toString(), html);
   const imageUrls =
diff --git a/src/components/ai/AuraReplyCard.tsx b/src/components/ai/AuraReplyCard.tsx
index 58d49c7..7212b44 100644
--- a/src/components/ai/AuraReplyCard.tsx
+++ b/src/components/ai/AuraReplyCard.tsx
@@ -22,6 +22,7 @@ import { useAppTheme } from "@/src/hooks/useAppTheme";
 import { useAuth } from "@/src/hooks/useAuth";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
 import { formatMoney } from "@/src/lib/currency";
+import { displayOutfitAnalysisRole, formatDetectedOutfitPiece } from "@/src/lib/auraOutfitAnalysisDisplay";
 import { sanitizeDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
 import type { WardrobeSuggestion } from "@/src/lib/wardrobeSuggestions";
@@ -679,10 +680,10 @@ function OutfitAnalysisCard({
               }}
             >
               <Text style={{ color: colors.textSecondary, fontSize: 10.5, fontWeight: "500", letterSpacing: 0.9, fontFamily: Fonts.sans, textTransform: "uppercase" }}>
-                {displayOutfitRole(piece.role)}
+                {displayOutfitAnalysisRole(piece)}
               </Text>
               <Text style={{ color: colors.text, fontSize: 13, lineHeight: 18, fontWeight: "600", fontFamily: Fonts.sans }}>
-                {[piece.color, piece.label].filter(Boolean).map(sanitizeDisplayText).join(" ")}
+                {sanitizeDisplayText(formatDetectedOutfitPiece(piece))}
               </Text>
               {piece.notes ? (
                 <Text style={{ color: colors.textSecondary, fontSize: 11.5, lineHeight: 16, fontWeight: "500", fontFamily: Fonts.sans }}>
@@ -727,7 +728,7 @@ function OutfitAnalysisCard({
             borderColor={auraTheme.borderSoft}
           >
             <AuraText variant="button" style={{ color: colors.text, fontSize: 13, lineHeight: 18 }}>
-              Add pieces
+              Add pieces (optional)
             </AuraText>
           </ActionButton>
         </View>
@@ -736,12 +737,6 @@ function OutfitAnalysisCard({
   );
 }
 
-function displayOutfitRole(role: string) {
-  if (role === "footwear") return "Shoes";
-  if (role === "outerwear") return "Outerwear";
-  return role.charAt(0).toUpperCase() + role.slice(1);
-}
-
 function ActionButton({
   children,
   onPress,
diff --git a/src/components/ai/ChatList.tsx b/src/components/ai/ChatList.tsx
index 0aeaa6e..a74aa66 100644
--- a/src/components/ai/ChatList.tsx
+++ b/src/components/ai/ChatList.tsx
@@ -1,5 +1,5 @@
 import React, { useCallback, useEffect, useMemo, useRef } from "react";
-import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, RefreshControl, Text, View } from "react-native";
+import { Animated, FlatList, LayoutChangeEvent, NativeScrollEvent, NativeSyntheticEvent, Pressable, RefreshControl, Text, View } from "react-native";
 
 import type { AppColors } from "@/constants/theme";
 import { AuraSkeletonLine } from "@/src/components/ui/AuraSkeleton";
@@ -132,6 +132,7 @@ export default function ChatList({
   onAuraOutfitPhotoAction,
   onAuraLaundryAction,
   onRetryAuraResponse,
+  onMessageLongPress,
 }: {
   colors: AppColors;
   messages: AIMessage[];
@@ -158,6 +159,7 @@ export default function ChatList({
   onAuraOutfitPhotoAction?: (action: AuraOutfitPhotoAction, message: AIMessage) => void;
   onAuraLaundryAction?: (action: AuraLaundryConfirmationAction, message: AIMessage) => void;
   onRetryAuraResponse?: (message: AIMessage) => void;
+  onMessageLongPress?: (message: AIMessage) => void;
 }) {
   const listRef = useRef<FlatList<AIMessage>>(null);
   const previousCountRef = useRef(messages.length);
@@ -483,7 +485,11 @@ export default function ChatList({
     ({ item }: { item: AIMessage }) => {
       return (
         <ChatErrorBoundary colors={colors} resetKey={`${item.id}:${item.createdAt ?? ""}:${item.streaming ? "streaming" : "done"}`}>
-          <View>
+          <Pressable
+            delayLongPress={260}
+            onLongPress={() => onMessageLongPress?.(item)}
+            disabled={!onMessageLongPress}
+          >
             <ChatMessage
               colors={colors}
               message={item}
@@ -499,7 +505,7 @@ export default function ChatList({
               onAuraLaundryAction={onAuraLaundryAction}
               onRetryAuraResponse={onRetryAuraResponse}
             />
-          </View>
+          </Pressable>
         </ChatErrorBoundary>
       );
     },
@@ -513,6 +519,7 @@ export default function ChatList({
       onAuraOutfitPhotoAction,
       onMoreLikeThis,
       onRetryAuraResponse,
+      onMessageLongPress,
       onSaveOutfit,
       onSwapOutfit,
       savingId,
diff --git a/src/components/ai/ChatMessage.tsx b/src/components/ai/ChatMessage.tsx
index 4964ffc..05cce83 100644
--- a/src/components/ai/ChatMessage.tsx
+++ b/src/components/ai/ChatMessage.tsx
@@ -14,6 +14,7 @@ import AuraPressable from "@/src/components/aura/AuraPressable";
 import AppImage from "@/src/components/common/AppImage";
 import { AuraText } from "@/src/components/ui/auraStylePrimitives";
 import { useResponsiveLayout } from "@/src/hooks/useResponsiveLayout";
+import { formatOutfitAnalysisSentence } from "@/src/lib/auraOutfitAnalysisDisplay";
 import { formatUrlForDisplay, isUrlOnlyMessage } from "@/src/lib/formatChatText";
 import { sanitizeDisplayText, sanitizeMultilineDisplayText } from "@/src/lib/text";
 import type { ClothingItem } from "@/src/types/ClothingItem";
@@ -89,7 +90,7 @@ function fallbackStructuredIntro(message: AIMessage) {
     return "I found this item. Review it before I add it to your wardrobe.";
   }
   if (message.aura?.outfitAnalysis) {
-    return "I found this outfit. Review the pieces before saving or adding them.";
+    return `${formatOutfitAnalysisSentence(message.aura.outfitAnalysis)} Review the pieces below before saving or adding them.`;
   }
   if (message.aura?.presentation === "laundry_confirmation") {
     return message.aura.reply || "Which item did you mean?";
diff --git a/src/components/ai/chatTypes.ts b/src/components/ai/chatTypes.ts
index 2b1c757..5a4f58b 100644
--- a/src/components/ai/chatTypes.ts
+++ b/src/components/ai/chatTypes.ts
@@ -40,6 +40,7 @@ export type AIMessage = {
   type: "user" | "assistant" | "outfit" | "system/action";
   kind?: "user_text" | "aura_text" | "aura_card" | "system";
   text?: string;
+  requiredItemIds?: string[];
   assistantIntroText?: string;
   attachments?: ChatAttachment[];
   streaming?: boolean;
diff --git a/src/hooks/aura/useAuraChatHydration.ts b/src/hooks/aura/useAuraChatHydration.ts
index 3db2d8f..3eca0d9 100644
--- a/src/hooks/aura/useAuraChatHydration.ts
+++ b/src/hooks/aura/useAuraChatHydration.ts
@@ -29,6 +29,34 @@ type UseAuraChatHydrationOptions = {
   debug: boolean;
 };
 
+const PENDING_STREAM_TIMEOUT_MS = 120_000;
+const INTERRUPTED_STREAM_MESSAGE =
+  "AURA was interrupted before it finished. Try again to regenerate this response.";
+
+function recoverStaleStreamingMessages(messages: AIMessage[]) {
+  const now = Date.now();
+  return orderChatMessages(messages).map((message) => {
+    if (!message.streaming || message.type !== "assistant") return message;
+    const createdAt =
+      typeof message.createdAt === "number"
+        ? message.createdAt
+        : typeof message.clientCreatedAt === "number"
+          ? message.clientCreatedAt
+          : now;
+    if (now - createdAt < PENDING_STREAM_TIMEOUT_MS) return message;
+    return {
+      ...message,
+      type: "system/action" as const,
+      kind: "system" as const,
+      text: INTERRUPTED_STREAM_MESSAGE,
+      assistantIntroText: undefined,
+      aura: undefined,
+      outfits: undefined,
+      streaming: false,
+    };
+  });
+}
+
 function messageSignature(messages: AIMessage[]) {
   return messages
     .map((message) =>
@@ -106,7 +134,7 @@ export function useAuraChatHydration({
           consumedChatTokens.current.add(`${routeChatKey}:${routeChatId}`);
           const cachedMessages = await getCachedRecentMessages(uid, routeChatId);
           if (!cancelled && cachedMessages?.data?.length) {
-            setMessages(orderChatMessages(cachedMessages.data));
+            setMessages(recoverStaleStreamingMessages(cachedMessages.data));
             setActiveChatId(routeChatId);
             setIsBooting(false);
           }
@@ -115,7 +143,7 @@ export function useAuraChatHydration({
             loadRecentChatThreads(uid, recentChatLimit),
           ]);
           if (!cancelled) {
-            const orderedThreadMessages = orderChatMessages(threadMessages);
+            const orderedThreadMessages = recoverStaleStreamingMessages(threadMessages);
             if (shouldReplaceMessages(latestMessagesRef.current, orderedThreadMessages)) {
               setMessages(orderedThreadMessages);
             }
@@ -133,7 +161,7 @@ export function useAuraChatHydration({
           let renderedCachedMessages = false;
           const cachedMessages = await getCachedRecentMessages(uid, session.chatId);
           if (!cancelled && cachedMessages?.data?.length) {
-            setMessages(orderChatMessages(cachedMessages.data));
+            setMessages(recoverStaleStreamingMessages(cachedMessages.data));
             setActiveChatId(session.chatId);
             setIsBooting(false);
             renderedCachedMessages = true;
@@ -142,7 +170,7 @@ export function useAuraChatHydration({
           if (!renderedCachedMessages) {
             const cachedLatest = await loadLatestChatCache<AIMessage>(uid);
             if (!cancelled && cachedLatest?.chatId === session.chatId && cachedLatest.messages.length) {
-              setMessages(orderChatMessages(cachedLatest.messages));
+              setMessages(recoverStaleStreamingMessages(cachedLatest.messages));
               setActiveChatId(session.chatId);
               setIsBooting(false);
               renderedCachedMessages = true;
@@ -161,7 +189,7 @@ export function useAuraChatHydration({
             loadChatMessages(uid, session.chatId),
           ]);
           if (!cancelled) {
-            const orderedThreadMessages = orderChatMessages(threadMessages);
+            const orderedThreadMessages = recoverStaleStreamingMessages(threadMessages);
             setRecentThreads(recent);
             setActiveChatId(session.chatId);
             if (shouldReplaceMessages(latestMessagesRef.current, orderedThreadMessages)) {
@@ -180,7 +208,7 @@ export function useAuraChatHydration({
             openedAt: cachedLatest.updatedAt ?? 0,
           })
         ) {
-          const orderedCachedMessages = orderChatMessages(cachedLatest.messages);
+          const orderedCachedMessages = recoverStaleStreamingMessages(cachedLatest.messages);
           if (!cancelled) {
             setMessages(orderedCachedMessages);
             setActiveChatId(cachedLatest.chatId);
@@ -192,7 +220,7 @@ export function useAuraChatHydration({
             loadChatMessages(uid, cachedLatest.chatId),
           ]);
           if (!cancelled) {
-            const orderedThreadMessages = orderChatMessages(threadMessages);
+            const orderedThreadMessages = recoverStaleStreamingMessages(threadMessages);
             setRecentThreads(recent);
             setActiveChatId(cachedLatest.chatId);
             if (shouldReplaceMessages(latestMessagesRef.current, orderedThreadMessages)) {
diff --git a/src/lib/aiChats.ts b/src/lib/aiChats.ts
index be8773f..c2d59fb 100644
--- a/src/lib/aiChats.ts
+++ b/src/lib/aiChats.ts
@@ -605,8 +605,12 @@ export async function appendMessageToChat(
   const sanitizedAura = message.aura ? stripUndefinedDeep(message.aura) : undefined;
   const persistedAttachments = message.attachments?.filter((attachment) => attachment.type === "image") ?? [];
   const shouldUpdateGeneratedTitle = message.type === "user" && !!options?.titleFromUserText;
-  const threadSnap = shouldUpdateGeneratedTitle ? await getDoc(chatRef) : null;
+  const [threadSnap, existingMessageSnap] = await Promise.all([
+    shouldUpdateGeneratedTitle ? getDoc(chatRef) : Promise.resolve(null),
+    getDoc(messageRef),
+  ]);
   const existingThread = threadSnap?.exists() ? toChatThread(threadSnap) : null;
+  const isNewMessage = !existingMessageSnap.exists();
   const batch = writeBatch(db);
   batch.set(messageRef, {
     type: message.type,
@@ -650,7 +654,7 @@ export async function appendMessageToChat(
     {
       updatedAt: now,
       lastMessagePreview: sanitizeMessagePreview(message),
-      messageCount: increment(1),
+      ...(isNewMessage ? { messageCount: increment(1) } : {}),
       ...(typeof options?.threadId === "string" || options?.threadId === null ? { threadId: options.threadId } : {}),
       ...(shouldUpdateGeneratedTitle &&
       !existingThread?.titleEdited
diff --git a/src/lib/aura.ts b/src/lib/aura.ts
index 62d4a6d..31869c6 100644
--- a/src/lib/aura.ts
+++ b/src/lib/aura.ts
@@ -45,6 +45,7 @@ type AskAuraArgs = {
       previousLookSignatures: string[];
       maxOverlap: number;
     };
+    requiredItemIds?: string[];
   };
 };
 
@@ -222,6 +223,7 @@ function logAuraRequest(label: string, args: AskAuraArgs, url?: string) {
           maxOverlap: args.clientContext.outfitDiversity.maxOverlap,
         }
       : null,
+    requiredItemCount: args.clientContext?.requiredItemIds?.length ?? 0,
   });
 }
 
@@ -246,11 +248,20 @@ function firstUrlFromText(text: string) {
 
 function decodeHtmlEntities(value: string) {
   return value
+    .replace(/&#x([0-9a-f]+);/gi, (_, hex: string) => {
+      const codePoint = Number.parseInt(hex, 16);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&#(\d+);/g, (_, decimal: string) => {
+      const codePoint = Number.parseInt(decimal, 10);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
     .replace(/&amp;/g, "&")
     .replace(/&quot;/g, "\"")
-    .replace(/&#x27;|&#39;/g, "'")
+    .replace(/&apos;/g, "'")
     .replace(/&lt;/g, "<")
     .replace(/&gt;/g, ">")
+    .replace(/&nbsp;/g, " ")
     .replace(/\s+/g, " ")
     .trim();
 }
diff --git a/src/lib/auraAttachments.ts b/src/lib/auraAttachments.ts
index 50f45a1..6c820da 100644
--- a/src/lib/auraAttachments.ts
+++ b/src/lib/auraAttachments.ts
@@ -393,8 +393,10 @@ export async function createProductLinkProcessingDraft(params: {
       sourceHash: `link:${url}`,
       sourceType: "aura_product_link",
       sourceUrl: url,
+      imageSourceReason: "product_link_import_pending",
     },
-    source: "aura_product_link",
+    source: "product_link",
+    imageSourceReason: "product_link_import_pending",
     sourceUrl: url,
     auraPrompt: prompt,
     name: "Importing from link",
@@ -585,6 +587,20 @@ function candidateSourceType(candidate: AuraCandidateItem) {
   return "aura_chat";
 }
 
+function candidatePublicSource(candidate: AuraCandidateItem) {
+  if (candidate.sourceType === "link") return "product_link";
+  return "chat_image";
+}
+
+function candidateImageSourceReason(candidate: AuraCandidateItem, hasLocalPhoto: boolean) {
+  if (candidate.imageSourceReason) return candidate.imageSourceReason;
+  if (candidate.sourceType === "link") return "product_link_selected_preview_image";
+  if (candidate.sourceType === "batch") {
+    return hasLocalPhoto ? "chat_image_matched_batch_attachment" : "chat_image_batch_candidate";
+  }
+  return hasLocalPhoto ? "chat_image_matched_attachment" : "chat_image_candidate";
+}
+
 function normalizedText(value?: string | null) {
   return String(value ?? "").trim().toLowerCase().replace(/[\s-]+/g, "_");
 }
@@ -622,6 +638,8 @@ function normalizeLinkBrandAndTitle(candidate: AuraCandidateItem) {
     .replace(/\s*\|\s*H\s*&\s*M(?:\s+[A-Z]{2})?\s*$/i, "")
     .replace(/\s*\|\s*Zara\s*$/i, "")
     .replace(/\s*\|\s*Nike\s*$/i, "")
+    .replace(/\s*(?:\||-|–)\s*(?:Aritzia|Amazon(?:\.[A-Za-z.]+)?|Foot\s*Locker|JD\s*Sports|Macy[’']?s|New\s*Balance)\s*$/i, "")
+    .replace(/\s*(?:\||-|–)\s*(?:Men[’']s|Women[’']s)\s*$/i, "")
     .replace(/^Men[’']s\s+/i, "")
     .replace(/^Women[’']s\s+/i, "")
     .replace(/^Ladies[’']?\s+/i, "")
@@ -779,6 +797,13 @@ function normalizeCandidateCategory(candidate: AuraCandidateItem) {
 }
 
 function categoryForDetectedOutfitPiece(piece: AuraDetectedOutfitPiece) {
+  const text = `${piece.label ?? ""} ${piece.notes ?? ""}`.toLowerCase();
+  if (/\b(tie|sunglasses|glasses|watch|bag|belt|scarf|hat|cap|necklace|chain|bracelet|ring|earrings?)\b/.test(text)) {
+    return "accessory";
+  }
+  if (/\b(shoes?|sneakers?|boots?|loafers?|heels?|sandals?|footwear)\b/.test(text)) return "footwear";
+  if (/\b(suit\s+jacket|blazer|jacket|coat|outerwear)\b/.test(text)) return "outerwear";
+  if (/\b(trousers?|pants?|slacks|jeans?|shorts?|skirt)\b/.test(text)) return "bottom";
   if (piece.role === "footwear") return "footwear";
   if (piece.role === "outerwear") return "outerwear";
   if (piece.role === "accessory") return "accessory";
@@ -823,8 +848,10 @@ export async function createAuraItemDraftsFromDetectedOutfit(params: {
         sourceHash: `outfit-photo:${sourceImageUrl}:${piece.role}:${piece.label}`,
         sourceType: "aura_outfit_photo",
         candidateId,
+        imageSourceReason: "outfit_photo_reference",
       },
-      source: "aura_outfit_photo",
+      source: "chat_image",
+      imageSourceReason: "outfit_photo_reference",
       auraPrompt: prompt,
       auraDetectedOutfitPiece: piece,
       name: piece.label,
@@ -1042,6 +1069,7 @@ export async function createAuraItemDraftsFromCandidates(params: {
     const category = normalizeCandidateCategory(candidate);
     const matchedLocalPhoto = localPhotosByCandidateId[candidate.candidateId];
     const localPhoto = matchedLocalPhoto ?? undefined;
+    const imageSourceReason = candidateImageSourceReason(candidate, !!localPhoto?.localUri);
     const docRef = doc(collection(db, "users", uid, "items"));
     const payload = {
       isDraft: true,
@@ -1061,9 +1089,11 @@ export async function createAuraItemDraftsFromCandidates(params: {
         sourceHash,
         sourceType: candidateSourceType(candidate),
         candidateId: candidate.candidateId,
+        imageSourceReason,
         ...(candidate.sourceUrl ? { sourceUrl: candidate.sourceUrl } : {}),
       },
-      source: candidateSourceType(candidate),
+      source: candidatePublicSource(candidate),
+      imageSourceReason,
       ...(candidate.sourceUrl ? { sourceUrl: candidate.sourceUrl } : {}),
       ...(candidate.productUrl ?? candidate.sourceUrl ? { productUrl: candidate.productUrl ?? candidate.sourceUrl } : {}),
       auraPrompt: prompt,
diff --git a/src/lib/auraChatHelpers.ts b/src/lib/auraChatHelpers.ts
index 34a8b19..abd9a02 100644
--- a/src/lib/auraChatHelpers.ts
+++ b/src/lib/auraChatHelpers.ts
@@ -8,17 +8,21 @@ import type { AuraLook } from "@/src/types/aura";
 const MULTI_OUTFIT_REQUEST_RE =
   /\b((?:2|3|4|two|three|four)\s+(?:more\s+)?(?:outfits?|looks?|options?|directions?)|multiple\s+(?:outfits?|looks?|options?)|few\s+outfits?)\b/i;
 const OUTFIT_REFINEMENT_RE =
-  /\b(with|without|more|less|make|push|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?)\b/i;
+  /\b(with|without|more|less|make|push|improve|refine|polish|complete|finish|better|safer|balanced|bold|dressier|casual|formal|streetwear|jackets?|outerwear|bags?|glasses|watch|accessor(?:y|ies)|heels?|boots?|sneakers?|loafers?|shoes?|footwear)\b/i;
 const SINGLE_OUTFIT_REQUEST_RE =
-  /\b(?:give|build|make|create|pull|put together|plan|style|dress|suggest|recommend)\s+(?:me\s+)?(?:(?:an?|one|my|the)\s+)?(?:[\w'-]+\s+){0,6}(?:outfit|look|fit)\b|\b(?:suggest|recommend)\s+(?:an?|one|some)?\s*(?:outfit|look|fit)\b|\b(?:outfit|look|fit)\s+for\s+(?:today|tonight|tomorrow|date|school|work|rave|vacation|college|class|dinner|party)\b|\bbuild\s+(?:me\s+)?(?:from|with|using)\s+(?:my\s+)?(?:closet|wardrobe)\b|\bstyle me (?:today|now)\b|\bwhat should i wear(?: today| tonight| tomorrow)?\b/i;
+  /\b(?:give|build|make|create|pull|put together|plan|style|dress|suggest|recommend|complete|finish)\s+(?:me\s+)?(?:(?:an?|one|my|the)\s+)?(?:[\w'-]+\s+){0,6}(?:outfit|look|fit)\b|\b(?:suggest|recommend)\s+(?:an?|one|some)?\s*(?:outfit|look|fit)\b|\b(?:outfit|look|fit)\s+for\s+(?:today|tonight|tomorrow|date|school|work|rave|vacation|college|class|dinner|party)\b|\bbuild\s+(?:me\s+)?(?:from|with|using)\s+(?:my\s+)?(?:closet|wardrobe)\b|\bstyle me (?:today|now)\b|\bwhat should i wear(?: today| tonight| tomorrow)?\b/i;
 const OUTFIT_DIVERSITY_FOLLOWUP_RE =
-  /\b(try again|give me one more|one more|another one|another outfit|another look|different outfit|different look|something different|show me another|show me one more)\b/i;
+  /\b(try again|give me one more|one more|another one|another outfit|another look|different outfit|different look|something different|show me another|show me one more|better|i need better|make it better|not this|no not this|something else|new one|different)\b/i;
+const CONCRETE_OUTFIT_REFINEMENT_RE =
+  /\b(better|i need better|make it better|another one|another outfit|another look|not this|no not this|something else|new one|different outfit|different look|something different)\b/i;
 const MORE_OUTFIT_REQUEST_RE =
   /\b(?:show me\s+|give me\s+|make\s+|create\s+|build\s+)?(?:2|3|4|two|three|four)\s+more\s+(?:outfits?|looks?|options?|directions?)\b/i;
 const STYLE_EXISTING_RE =
   /\b(?:how\s+(?:should|do|would|can)\s+i\s+(?:style|wear|pull off)|how\s+to\s+(?:style|wear)|what\s+should\s+i\s+do\s+with|what\s+would\s+you\s+do\s+with)\b.*\b(?:this|it|that|outfit|look)\b|\b(?:style|wear)\s+(?:this|it|that|the\s+(?:outfit|look))\b/i;
 const MODIFY_EXISTING_RE =
-  /\b(?:make|fix|turn|push|adjust|change|tweak|dress)\b(?:\s+\S+){0,10}\s+\b(?:dressier|more\s+formal|more\s+casual|casual|formal|streetwear|bolder|bold|safer|balanced|cleaner|sharper|warmer|cooler|date\s+night|office|work)\b|\b(?:swap|replace|remove|add)\b(?:\s+\S+){0,8}\b(?:piece|item|top|bottom|shoes?|jacket|outerwear|accessor(?:y|ies))\b/i;
+  /\b(?:make|fix|turn|push|adjust|change|tweak|dress|improve|refine|polish|complete|finish)\b(?:\s+\S+){0,10}\s+\b(?:better|dressier|more\s+formal|more\s+casual|casual|formal|streetwear|bolder|bold|safer|balanced|cleaner|sharper|warmer|cooler|date\s+night|office|work)\b|\b(?:complete|finish|improve|refine|polish|fix)\s+(?:this|it|that|the)?\s*(?:outfit|look|fit)\b|\b(?:swap|replace|remove|add)\b(?:\s+\S+){0,8}\b(?:piece|item|top|bottom|shoes?|jacket|outerwear|accessor(?:y|ies))\b/i;
+const STYLE_THIS_ITEM_RE =
+  /\b(?:style|wear|complete|finish)\s+(?:this|it|that)(?:\s+(?:item|piece|shirt|top|bottom|pants|jeans|shoes?|sneakers?|jacket|coat|hoodie|look|outfit|fit))?\b|\b(?:build|make|create)\b(?:\s+\S+){0,8}\b(?:around|with)\s+(?:this|it|that)\b/i;
 
 export type AuraChatIntent =
   | "GENERATE_OUTFIT"
@@ -215,13 +219,16 @@ export function latestAuraLook(messages: AIMessage[]) {
 
 export function classifyAuraChatIntent(
   prompt: string,
-  options?: { attachmentCount?: number; hasPreviousLook?: boolean },
+  options?: { attachmentCount?: number; hasPreviousLook?: boolean; hasRecentItemAnchor?: boolean },
 ): AuraChatIntent {
   const normalized = String(prompt ?? "").trim();
   if (!normalized) return "GENERAL_CHAT";
   if (isAuraOutfitDiversityFollowup(normalized) || MORE_OUTFIT_REQUEST_RE.test(normalized)) {
     return "GENERATE_MORE";
   }
+  if (options?.hasRecentItemAnchor && STYLE_THIS_ITEM_RE.test(normalized)) {
+    return "GENERATE_OUTFIT";
+  }
   if (STYLE_EXISTING_RE.test(normalized)) return "STYLE_EXISTING";
   if (MODIFY_EXISTING_RE.test(normalized)) return "MODIFY_OUTFIT";
   if (MULTI_OUTFIT_REQUEST_RE.test(normalized) || SINGLE_OUTFIT_REQUEST_RE.test(normalized)) {
@@ -270,6 +277,10 @@ export function isAuraOutfitDiversityFollowup(prompt: string) {
   return OUTFIT_DIVERSITY_FOLLOWUP_RE.test(String(prompt ?? ""));
 }
 
+export function isConcreteOutfitRefinementRequest(prompt: string) {
+  return CONCRETE_OUTFIT_REFINEMENT_RE.test(String(prompt ?? ""));
+}
+
 export function buildAuraOutfitDiversityContext(
   prompt: string,
   messages: AIMessage[],
@@ -328,9 +339,13 @@ export function wantsStructuredOutfitBatch(
   prompt: string,
   attachmentCount: number,
   messages: AIMessage[],
+  options?: { hasRecentItemAnchor?: boolean },
 ) {
   if (attachmentCount !== 0) return false;
-  const intent = classifyAuraChatIntent(prompt, { hasPreviousLook: latestAuraLookCount(messages) > 0 });
+  const intent = classifyAuraChatIntent(prompt, {
+    hasPreviousLook: latestAuraLookCount(messages) > 0,
+    hasRecentItemAnchor: options?.hasRecentItemAnchor,
+  });
   if (intent === "STYLE_EXISTING" || intent === "MODIFY_OUTFIT" || intent === "GENERAL_CHAT") return false;
   if (MULTI_OUTFIT_REQUEST_RE.test(prompt)) return true;
   return false;
@@ -340,14 +355,19 @@ export function wantsStructuredOutfitRequest(
   prompt: string,
   attachmentCount: number,
   messages: AIMessage[],
+  options?: { hasRecentItemAnchor?: boolean },
 ) {
   if (attachmentCount !== 0) return false;
   const normalized = String(prompt ?? "").trim();
   if (!normalized) return false;
-  const intent = classifyAuraChatIntent(normalized, { hasPreviousLook: latestAuraLookCount(messages) > 0 });
+  const intent = classifyAuraChatIntent(normalized, {
+    hasPreviousLook: latestAuraLookCount(messages) > 0,
+    hasRecentItemAnchor: options?.hasRecentItemAnchor,
+  });
   if (intent === "STYLE_EXISTING" || intent === "MODIFY_OUTFIT" || intent === "GENERAL_CHAT") return false;
   if (isAuraOutfitDiversityFollowup(normalized) && latestAuraLookCount(messages) > 0) return true;
-  if (wantsStructuredOutfitBatch(normalized, attachmentCount, messages)) return true;
+  if (wantsStructuredOutfitBatch(normalized, attachmentCount, messages, options)) return true;
+  if (intent === "GENERATE_OUTFIT" && STYLE_THIS_ITEM_RE.test(normalized)) return true;
   return SINGLE_OUTFIT_REQUEST_RE.test(normalized);
 }
 
diff --git a/src/lib/auraChatIntentFixtures.ts b/src/lib/auraChatIntentFixtures.ts
new file mode 100644
index 0000000..a55b260
--- /dev/null
+++ b/src/lib/auraChatIntentFixtures.ts
@@ -0,0 +1,110 @@
+import type { AIMessage } from "@/src/components/ai/chatTypes";
+import {
+  classifyAuraChatIntent,
+  wantsStructuredOutfitRequest,
+} from "@/src/lib/auraChatHelpers";
+
+export type AuraChatIntentFixture = {
+  prompt: string;
+  hasPreviousLook?: boolean;
+  hasRecentItemAnchor?: boolean;
+  expectedIntent: ReturnType<typeof classifyAuraChatIntent>;
+  expectedStructuredOutfit: boolean;
+};
+
+export const AURA_CHAT_INTENT_FIXTURES: AuraChatIntentFixture[] = [
+  {
+    prompt: "what should I wear today?",
+    expectedIntent: "GENERATE_OUTFIT",
+    expectedStructuredOutfit: true,
+  },
+  {
+    prompt: "style this item",
+    hasRecentItemAnchor: true,
+    expectedIntent: "GENERATE_OUTFIT",
+    expectedStructuredOutfit: true,
+  },
+  {
+    prompt: "style this item",
+    expectedIntent: "STYLE_EXISTING",
+    expectedStructuredOutfit: false,
+  },
+  {
+    prompt: "make this outfit better",
+    hasPreviousLook: true,
+    expectedIntent: "MODIFY_OUTFIT",
+    expectedStructuredOutfit: false,
+  },
+  {
+    prompt: "complete this look",
+    hasRecentItemAnchor: true,
+    expectedIntent: "GENERATE_OUTFIT",
+    expectedStructuredOutfit: true,
+  },
+  {
+    prompt: "thanks",
+    expectedIntent: "GENERAL_CHAT",
+    expectedStructuredOutfit: false,
+  },
+];
+
+function fixtureMessages(hasPreviousLook?: boolean): AIMessage[] {
+  if (!hasPreviousLook) return [];
+  return [{
+    id: "fixture-look",
+    type: "assistant",
+    kind: "aura_card",
+    text: "Fixture look",
+    createdAt: 1,
+    aura: {
+      title: "Fixture",
+      presentation: "card",
+      reply: "Fixture",
+      reason: "",
+      outfitItems: [],
+      ownedPieces: [],
+      recommendedAdditions: [],
+      swapSuggestion: "",
+      chips: [],
+      look: {
+        id: "fixture-look",
+        lookTitle: "Fixture look",
+        vibe: "fixture",
+        shortExplanation: "Fixture look.",
+        pieces: [
+          { role: "top", itemName: "White tee", source: "closet", itemId: "top-1" },
+          { role: "bottom", itemName: "Blue jeans", source: "closet", itemId: "bottom-1" },
+          { role: "shoes", itemName: "White sneakers", source: "closet", itemId: "shoe-1" },
+        ],
+        fromCloset: ["White tee", "Blue jeans", "White sneakers"],
+        addToComplete: [],
+        alternates: [],
+        actions: [],
+      },
+    },
+  }];
+}
+
+export function evaluateAuraChatIntentFixtures() {
+  return AURA_CHAT_INTENT_FIXTURES.map((fixture) => {
+    const messages = fixtureMessages(fixture.hasPreviousLook);
+    const intent = classifyAuraChatIntent(fixture.prompt, {
+      hasPreviousLook: fixture.hasPreviousLook,
+      hasRecentItemAnchor: fixture.hasRecentItemAnchor,
+    });
+    const structuredOutfit = wantsStructuredOutfitRequest(
+      fixture.prompt,
+      0,
+      messages,
+      { hasRecentItemAnchor: fixture.hasRecentItemAnchor },
+    );
+    return {
+      ...fixture,
+      actualIntent: intent,
+      actualStructuredOutfit: structuredOutfit,
+      pass:
+        intent === fixture.expectedIntent &&
+        structuredOutfit === fixture.expectedStructuredOutfit,
+    };
+  });
+}
diff --git a/src/lib/auraOutfitAnalysisDisplay.ts b/src/lib/auraOutfitAnalysisDisplay.ts
new file mode 100644
index 0000000..33b0f2b
--- /dev/null
+++ b/src/lib/auraOutfitAnalysisDisplay.ts
@@ -0,0 +1,44 @@
+import type { AuraDetectedOutfitPiece, AuraOutfitPhotoAnalysis } from "@/src/types/aura";
+
+function clean(value?: string | null) {
+  return String(value ?? "").replace(/\s+/g, " ").trim();
+}
+
+function displayRoleForPiece(piece: AuraDetectedOutfitPiece) {
+  const text = `${piece.label ?? ""} ${piece.notes ?? ""}`.toLowerCase();
+  if (/\b(tie|sunglasses|glasses|watch|bag|belt|scarf|hat|cap|necklace|chain|bracelet|ring|earrings?)\b/.test(text)) {
+    return "accessory";
+  }
+  if (/\b(shoes?|sneakers?|boots?|loafers?|heels?|sandals?|footwear)\b/.test(text)) return "footwear";
+  if (/\b(suit\s+jacket|blazer|jacket|coat|outerwear)\b/.test(text)) return "outerwear";
+  if (/\b(trousers?|pants?|slacks|jeans?|shorts?|skirt)\b/.test(text)) return "bottom";
+  return piece.role;
+}
+
+export function displayOutfitAnalysisRole(piece: AuraDetectedOutfitPiece) {
+  const role = displayRoleForPiece(piece);
+  if (role === "footwear") return "Shoes";
+  if (role === "outerwear") return "Outerwear";
+  return role.charAt(0).toUpperCase() + role.slice(1);
+}
+
+export function formatDetectedOutfitPiece(piece: AuraDetectedOutfitPiece) {
+  const label = clean(piece.label);
+  const color = clean(piece.color);
+  if (!label) return "";
+  if (!color) return label;
+  const escapedColor = color.replace(/[.*+?^${}()|[\]\\]/g, "\\$&");
+  if (new RegExp(`^${escapedColor}\\b`, "i").test(label)) return label;
+  return `${color} ${label}`;
+}
+
+export function formatOutfitAnalysisSentence(analysis?: AuraOutfitPhotoAnalysis | null) {
+  const pieces = (analysis?.detectedPieces ?? [])
+    .map(formatDetectedOutfitPiece)
+    .filter(Boolean);
+  if (!pieces.length) return "I can see the outfit, but I need a clearer photo to identify each piece.";
+  if (pieces.length === 1) return `You're wearing ${pieces[0]}.`;
+  const last = pieces[pieces.length - 1];
+  const first = pieces.slice(0, -1).join(", ");
+  return `You're wearing ${first}, and ${last}.`;
+}
diff --git a/src/lib/auraSwipe.ts b/src/lib/auraSwipe.ts
index fba2401..35c31c2 100644
--- a/src/lib/auraSwipe.ts
+++ b/src/lib/auraSwipe.ts
@@ -34,6 +34,7 @@ type GenerateAuraSwipeBatchArgs = {
   intentText?: string;
   numOutfits?: number;
   anchorItemIds?: string[];
+  requiredItemIds?: string[];
   excludeItemIds?: string[];
   recentItemIds?: string[];
   previousLookItemIds?: string[];
@@ -70,6 +71,37 @@ function cleanString(value: unknown) {
   return String(value ?? "").trim();
 }
 
+function uniqueItemIds(values: unknown[], max = 8) {
+  const seen = new Set<string>();
+  const ids: string[] = [];
+  values.forEach((value) => {
+    const itemId = cleanString(value);
+    if (!itemId || seen.has(itemId)) return;
+    seen.add(itemId);
+    ids.push(itemId);
+  });
+  return ids.slice(0, max);
+}
+
+function lookIncludesRequiredItemIds(look: AuraLook | null | undefined, requiredItemIds: string[]) {
+  if (!requiredItemIds.length || !look) return true;
+  const itemIds = new Set(
+    (look.pieces ?? [])
+      .filter((piece) => piece.source === "closet")
+      .map((piece) => cleanString(piece.itemId))
+      .filter(Boolean),
+  );
+  return requiredItemIds.every((itemId) => itemIds.has(itemId));
+}
+
+function filterRequiredLookOptions(
+  lookOptions: AuraSwipeBatchLook[],
+  requiredItemIds: string[],
+) {
+  if (!requiredItemIds.length) return lookOptions;
+  return lookOptions.filter((entry) => lookIncludesRequiredItemIds(entry.look, requiredItemIds));
+}
+
 function buildDirectionLabel(index: number, total: number): "safe" | "balanced" | "bold" | null {
   if (total < 3) return null;
   if (index === 0) return "safe";
@@ -198,7 +230,9 @@ function localSwipeBatchFromCloset(
     previousLookSignatures: args.previousLookSignatures,
     maxOverlap: args.maxOverlap,
     numOutfits: args.numOutfits,
-  }).slice(0, args.numOutfits);
+  }).filter((suggestion) =>
+    args.requiredItemIds.every((itemId) => suggestion.itemIds.includes(itemId)),
+  ).slice(0, args.numOutfits);
 
   if (!suggestions.length) return null;
 
@@ -280,13 +314,18 @@ export async function generateAuraSwipeBatch(
       args?.intentText ??
       "Build a varied batch of outfit directions from my wardrobe. Keep them polished, wearable, and distinct.",
     numOutfits: args?.numOutfits ?? 8,
-    anchorItemIds: args?.anchorItemIds ?? [],
+    requiredItemIds: uniqueItemIds(args?.requiredItemIds ?? []),
+    anchorItemIds: uniqueItemIds(
+      [...(args?.requiredItemIds ?? []), ...(args?.anchorItemIds ?? [])],
+      args?.requiredItemIds?.length ? 8 : 3,
+    ),
     excludeItemIds: args?.excludeItemIds ?? [],
     recentItemIds: args?.recentItemIds ?? [],
     previousLookItemIds: args?.previousLookItemIds ?? [],
     previousLookSignatures: args?.previousLookSignatures ?? [],
     maxOverlap: args?.maxOverlap ?? 2,
   };
+  const requiredItemIds = request.requiredItemIds;
   const itemsById = new Map((args?.items ?? []).map((item) => [item.id, item]));
   const localItems = args?.items ?? [];
   const isMissingCoreCategory =
@@ -303,7 +342,7 @@ export async function generateAuraSwipeBatch(
     if (DEBUG_AURA_SWIPE) {
       console.log("[AURA_SWIPE]", "callable generateAuraSwipeBatch response", result.data);
     }
-    const lookOptions = normalizeLookOptions(result.data ?? {}, itemsById);
+    const lookOptions = filterRequiredLookOptions(normalizeLookOptions(result.data ?? {}, itemsById), requiredItemIds);
     if (lookOptions.length > 0) {
       return {
         batchId: cleanString(result.data?.batchId) || `swipe_${Date.now()}`,
@@ -337,7 +376,7 @@ export async function generateAuraSwipeBatch(
   if (DEBUG_AURA_SWIPE) {
     console.log("[AURA_SWIPE]", "fallback generateOutfitsV1 response", fallback.data);
   }
-  const lookOptions = normalizeLookOptions(fallback.data ?? {}, itemsById);
+  const lookOptions = filterRequiredLookOptions(normalizeLookOptions(fallback.data ?? {}, itemsById), requiredItemIds);
   if (lookOptions.length === 0) {
     const localBatch =
       localSwipeBatchFromCloset({ ...request, items: localItems }) ??
diff --git a/src/lib/productLinkClosetImport.ts b/src/lib/productLinkClosetImport.ts
index abb0f6d..9f81418 100644
--- a/src/lib/productLinkClosetImport.ts
+++ b/src/lib/productLinkClosetImport.ts
@@ -100,6 +100,21 @@ function normalizePreviewError(error: unknown) {
       },
     );
   }
+  if (
+    productLinkCode === "no_metadata" ||
+    productLinkCode === "no_images" ||
+    productLinkCode === "fetch_failed"
+  ) {
+    return new ClosetProductLinkError(
+      "I couldn't read this product page. Try another link, upload a screenshot, or add manually.",
+      productLinkCode,
+      {
+        ...details,
+        title: "I couldn't read this product page.",
+        message: "Try another link, upload a screenshot, or add manually.",
+      },
+    );
+  }
   return new ClosetProductLinkError(
     raw?.message ?? "I could not read that product link. Try another product page or add it manually.",
     productLinkCode,
@@ -132,11 +147,30 @@ export async function previewProductLinkForCloset(url: string) {
 }
 
 function clean(value?: string | null) {
-  return String(value ?? "").replace(/\s+/g, " ").trim();
+  return String(value ?? "")
+    .replace(/&#x([0-9a-f]+);/gi, (_, hex: string) => {
+      const codePoint = Number.parseInt(hex, 16);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&#(\d+);/g, (_, decimal: string) => {
+      const codePoint = Number.parseInt(decimal, 10);
+      return Number.isFinite(codePoint) ? String.fromCodePoint(codePoint) : "";
+    })
+    .replace(/&amp;/g, "&")
+    .replace(/&quot;/g, "\"")
+    .replace(/&apos;/g, "'")
+    .replace(/&lt;/g, "<")
+    .replace(/&gt;/g, ">")
+    .replace(/&nbsp;/g, " ")
+    .replace(/\s+/g, " ")
+    .trim();
 }
 
 function normalizeCategory(raw?: string | null) {
   const value = clean(raw).toLowerCase().replace(/[_-]+/g, " ");
+  if (/\b(air jordan|jordan\s+\d+|new balance|foot locker|jd sports|men[’']?s shoes?|women[’']?s shoes?|running shoes?|basketball shoes?|shoe|sneaker|trainer|boot|loafer|sandal|footwear)\b/.test(value)) {
+    return "shoes";
+  }
   if (["top", "tops"].includes(value)) return "top";
   if (["bottom", "bottoms"].includes(value)) return "bottom";
   if (["outerwear", "jacket", "coat", "blazer"].includes(value)) return "outerwear";
@@ -146,7 +180,6 @@ function normalizeCategory(raw?: string | null) {
   if (/\b(shirt|tee|t-shirt|polo|sweater|hoodie|top)\b/.test(value)) return "top";
   if (/\b(jean|trouser|pant|short|skirt)\b/.test(value)) return "bottom";
   if (/\b(jacket|coat|blazer)\b/.test(value)) return "outerwear";
-  if (/\b(shoe|sneaker|boot|loafer|sandal)\b/.test(value)) return "shoes";
   if (/\b(dress|jumpsuit|romper)\b/.test(value)) return "one_piece";
   return "top";
 }
@@ -183,13 +216,21 @@ function subCategoryFromTitle(category: string, title?: string | null) {
 export function draftFromProductLinkPreview(
   preview: ClosetProductLinkPreview,
 ): ClosetProductLinkDraft {
+  const title = clean(preview.candidate.title) || clean(preview.metadata.title);
   return {
-    name: clean(preview.candidate.title) || clean(preview.metadata.title),
+    name: title,
     brand:
       clean(preview.candidate.brand) ||
       clean(preview.metadata.brand) ||
       clean(preview.metadata.retailer),
-    category: normalizeCategory(preview.candidate.category ?? preview.metadata.categoryHints?.[0]),
+    category: normalizeCategory([
+      preview.candidate.category,
+      preview.candidate.subCategory,
+      preview.metadata.categoryHints?.join(" "),
+      title,
+      preview.metadata.retailer,
+      preview.metadata.domain,
+    ].filter(Boolean).join(" ")),
     color: clean(preview.candidate.displayColor) || clean(preview.candidate.color) || clean(preview.metadata.displayColor) || clean(preview.metadata.color),
     size: clean(preview.metadata.sizeOptions?.[0]) || clean(preview.metadata.sizeHints?.[0]),
   };
@@ -210,7 +251,15 @@ export function candidateFromProductLinkDraft(params: {
 }): AuraCandidateItem {
   const { preview, draft } = params;
   const candidate = preview.candidate;
-  const category = normalizeCategory(draft.category);
+  const category = normalizeCategory([
+    draft.category,
+    draft.name,
+    candidate.title,
+    candidate.subCategory,
+    preview.metadata.categoryHints?.join(" "),
+    preview.metadata.retailer,
+    preview.metadata.domain,
+  ].filter(Boolean).join(" "));
   const color = clean(draft.color);
   const sourceUrl = candidate.sourceUrl ?? preview.metadata.sourceUrl;
   const sizeOptions = mergeSizeList(
@@ -235,6 +284,7 @@ export function candidateFromProductLinkDraft(params: {
     sourceType: "link",
     sourceUrl,
     productUrl: candidate.productUrl ?? sourceUrl,
+    imageSourceReason: candidate.imageSourceReason ?? "product_link_preview_selected_image",
     category,
     subCategory: candidate.subCategory || subCategoryFromTitle(category, draft.name),
     title: clean(draft.name) || clean(candidate.title) || clean(preview.metadata.title) || "Product link item",
diff --git a/src/types/aura.ts b/src/types/aura.ts
index 42f9820..42b206b 100644
--- a/src/types/aura.ts
+++ b/src/types/aura.ts
@@ -105,6 +105,7 @@ export type AuraCandidateItem = {
   collaborationName?: string | null;
   sourceType: "image" | "link" | "batch";
   sourceUrl?: string | null;
+  imageSourceReason?: string | null;
   status: "awaiting_confirmation" | "needs_review" | "added" | "cancelled" | "failed";
 };