diff --git a/frontend/src/pages/AIInterviewAnswerMissingContextDetector.jsx b/frontend/src/pages/AIInterviewAnswerMissingContextDetector.jsx
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+import React, { useState } from "react";
+import {
+  Brain,
+  Target,
+  AlertTriangle,
+  CheckCircle2,
+} from "lucide-react";
+
+const contextItems = [
+  ["Requirements", "Covered"],
+  ["Constraints", "Missing"],
+  ["Environment", "Partial"],
+  ["Assumptions", "Missing"],
+  ["Use Case", "Covered"],
+];
+
+export default function AIInterviewAnswerMissingContextDetector() {
+  const [answer, setAnswer] = useState("");
+  const [analyzed, setAnalyzed] = useState(false);
+
+  return (
+    <div className="max-w-4xl mx-auto p-6 space-y-6">
+
+      {/* Header */}
+      <div className="flex items-center gap-4">
+
+        <div className="p-3 rounded-xl bg-indigo-100 text-indigo-600">
+          <Brain size={28} />
+        </div>
+
+        <div>
+          <h1 className="text-2xl font-bold">
+            AI Missing Context Detector
+          </h1>
+
+          <p className="text-gray-500">
+            Find important context missing from your interview answer.
+          </p>
+        </div>
+
+      </div>
+
+      {/* Question */}
+      <div className="bg-white rounded-2xl shadow p-5">
+
+        <p className="text-sm text-gray-500">
+          Interview Question
+        </p>
+
+        <h2 className="text-xl font-bold mt-2">
+          How would you design a system to handle millions of API requests?
+        </h2>
+
+      </div>
+
+      {/* Answer */}
+      <div className="bg-white rounded-2xl shadow p-5">
+
+        <h2 className="font-bold text-lg">
+          Your Answer
+        </h2>
+
+        <textarea
+          value={answer}
+          onChange={(e) => setAnswer(e.target.value)}
+          rows={8}
+          placeholder="Paste your interview response..."
+          className="w-full border rounded-xl p-4 mt-4 outline-none focus:ring-2 focus:ring-indigo-500"
+        />
+
+        <button
+          disabled={!answer.trim()}
+          onClick={() => setAnalyzed(true)}
+          className="mt-4 px-5 py-3 rounded-xl bg-indigo-600 text-white font-semibold disabled:opacity-50"
+        >
+          Analyze Context
+        </button>
+
+      </div>
+
+      {analyzed && (
+        <>
+          {/* Score */}
+          <div className="bg-indigo-50 rounded-2xl p-6 text-center">
+
+            <Target
+              className="mx-auto text-indigo-600"
+              size={32}
+            />
+
+            <p className="text-gray-500 mt-3">
+              Context Completeness
+            </p>
+
+            <p className="text-6xl font-black text-indigo-600">
+              72%
+            </p>
+
+            <p className="text-gray-600 mt-2">
+              Your answer is technically relevant but missing important
+              contextual details.
+            </p>
+
+          </div>
+
+          {/* Context Analysis */}
+          <div className="bg-white rounded-2xl shadow p-5">
+
+            <h2 className="font-bold text-lg">
+              Context Analysis
+            </h2>
+
+            <div className="space-y-3 mt-4">
+
+              {contextItems.map(([name, status]) => (
+                <div
+                  key={name}
+                  className="flex items-center justify-between border rounded-xl p-4"
+                >
+
+                  <span className="font-semibold">
+                    {name}
+                  </span>
+
+                  {status === "Covered" ? (
+                    <span className="flex items-center gap-2 text-green-600 font-semibold">
+                      <CheckCircle2 size={18} />
+                      Covered
+                    </span>
+                  ) : status === "Partial" ? (
+                    <span className="text-yellow-600 font-semibold">
+                      Partial
+                    </span>
+                  ) : (
+                    <span className="flex items-center gap-2 text-orange-600 font-semibold">
+                      <AlertTriangle size={18} />
+                      Missing
+                    </span>
+                  )}
+
+                </div>
+              ))}
+
+            </div>
+
+          </div>
+
+          {/* Missing Context */}
+          <div className="bg-orange-50 rounded-2xl p-5">
+
+            <div className="flex gap-3">
+
+              <AlertTriangle className="text-orange-600" />
+
+              <div>
+                <h2 className="font-bold text-orange-700">
+                  Missing Context
+                </h2>
+
+                <ul className="text-gray-600 mt-2 space-y-2">
+                  <li>• Expected request rate and traffic pattern.</li>
+                  <li>• Latency or availability requirements.</li>
+                  <li>• Whether requests are read-heavy or write-heavy.</li>
+                  <li>• Data consistency expectations.</li>
+                </ul>
+
+              </div>
+
+            </div>
+
+          </div>
+
+          {/* AI Recommendation */}
+          <div className="bg-green-50 rounded-2xl p-5">
+
+            <div className="flex gap-3">
+
+              <CheckCircle2 className="text-green-600" />
+
+              <div>
+                <h2 className="font-bold text-green-700">
+                  AI Recommendation
+                </h2>
+
+                <p className="text-gray-600 mt-2">
+                  Before presenting the architecture, clarify scale,
+                  performance targets, consistency requirements, and workload
+                  characteristics. This will make your solution more precise
+                  and easier for an interviewer to evaluate.
+                </p>
+
+              </div>
+
+            </div>
+
+          </div>
+
+        </>
+      )}
+
+    </div>
+  );
+}
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