Neural deployment specialized in autonomous logistics optimization. Currently processing multi-node transit sequences in the Northern Hemisphere cluster.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Live Workspace Focus
+
Active Matrix Simulation
+
+
+FPS: 144
+Nodes: 14,022
+
+
+
+
+
+blur_on
+
+
+
+
+X: 142.002
+Y: -89.441
+Z: 12.009
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Neural Health
+
+
99.8%
+
+trending_up
+ OPTIMAL
+
+
+
+
+
+
+
+
+
+
+
Response Latency
+
0.14 ms
+
+bolt
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Memory Heap
+8.4 / 12 GB
+
+
+
+
+
+70%
+
+
+
+
+Static Cache
+1.2 GB
+
+
+Active Objects
+6.8 GB
+
+
+Buffer Overflow
+0.4 GB
+
+
+
+
+
+
+
Current Thread Execution
+
+
+
+
+
+check_circle
+
+
DATA_INGESTION_SEQUENCE_09
+
Success: 1,492 points correlated
+
+
+2.1s ago
+
+
+
+warning
+
+
PATH_OPTIMIZATION_RETRY
+
Notice: Calculating alternative node routing
+
+
+Just now
+
+
+
+cached
+
+
MODEL_WEIGHT_ADJUSTMENT
+
In Progress: Gradient descent refinement...
+
+
+Running
+
+
+
+
+
+
+
+
\ No newline at end of file
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+
+
+
+
+
+MONOLITH_v1.0 | Neural Engine Tuning
+
+
+
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+
+
+
+
+
+
+
+
+
+MONOLITH_v1.0
+
+
+
+
+
+
+
+notifications
+lan
+account_tree
+
+
+
+
+
+
+
+
+
+
+Core System
+
Neural Engine Tuning
+
+
+
+Active Gradients
+0.000427_η
+
+
+Global Loss
+0.0128_δ
+
+
+
+
+
+
+
+
+
+neurology
+
+
Weight Distribution Heatmap
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Sparsity Index
+14.2%
+
+
+Convergence Rate
+Stable
+
+
+
+
+
+
+
+
+
Hyperparameter Tuning
+
+
+
+Learning Rate
+0.001
+
+
+
+
+
+Dropout Ratio
+0.25
+
+
+
+
+
+Batch Normalization
+ENABLED
+
+
+
+
+
+
+
+
+
Activation Status
+
+Softmax_v4
+
+
+
+ReLU_Inplace
+
+
+
+
+
+
+
+
+Input_Layer_01
+
+
+
+
+1,024 Neurons
+check_circle
+
+
+
+Hidden_Dense_02
+
+
+
+
+4,096 Neurons
+check_circle
+
+
+
+Recurrent_Cell_03
+
+
+
+
+512 Memory Nodes
+warning
+
+
+
+Output_Head_04
+
+
+
+
+Pending Compute
+pending
+
+
+
+
+
+
+
+
+ Live Optimization Stream
+
+
+
+
+
+
+
+
+
[SYS_CORE] Initializing training epoch 1,284...
+
[GRAD_SYNC] Synchronizing across 8 GPU nodes...
+
[WARN] Exploding gradient detected in Layer_03 (Recurrent_Cell). Applying clip_norm=1.0.
[SYS_CORE] Adjusting momentum parameters to 0.992...
+
[SYS_CORE] Thermal stability verified at 42°C.
+
+
+
+
+
+
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diff --git a/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/andritz_precision/DESIGN.md b/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/andritz_precision/DESIGN.md
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+# Design System Specification: Industrial Precision & Digital Depth
+
+## 1. Overview & Creative North Star: "The Monolithic Engine"
+This design system moves beyond the standard industrial "dashboard" aesthetic to embrace a Creative North Star we call **The Monolithic Engine**.
+
+In industrial engineering, beauty is found in precision, massive scale, and the interplay of heavy materials. This system avoids the "cheapness" of thin lines and flat boxes. Instead, it treats the UI as a high-performance machine: solid, authoritative, and deeply layered. We break the traditional grid by utilizing "Structural Asymmetry"—using heavy-weighted typography and massive tonal blocks to anchor the eye, while allowing data-heavy elements to float in a sophisticated, layered environment.
+
+**Key Principles:**
+* **Precision over Decoration:** Every element serves a functional purpose.
+* **Structural Depth:** Hierarchy is defined by material stacking, not borders.
+* **Monolithic Presence:** Large, bold type pairings create an editorial "Blueprint" feel.
+
+---
+
+## 2. Colors: Tonal Architecture
+The palette is rooted in deep oceanic navies and surgical greys. We are moving away from "flat UI" by using these tones to build a physical sense of depth.
+
+### The "No-Line" Rule
+**Explicit Instruction:** 1px solid borders for sectioning are prohibited. Boundaries must be defined solely through background color shifts or tonal transitions. To separate a sidebar from a main content area, use a shift from `surface` (#f8fafb) to `surface-container-low` (#f2f4f5).
+
+### Surface Hierarchy & Nesting
+Treat the UI as a series of machined plates.
+* **Base:** `surface` (#f8fafb) – The floor of the application.
+* **Secondary Plates:** `surface-container` (#eceeef) – Used for primary content regions.
+* **Elevated Modules:** `surface-container-lowest` (#ffffff) – Used for data cards or interactive modules to provide "pop" against the grey background.
+
+### The "Glass & Gradient" Rule
+To inject "soul" into the industrial aesthetic:
+* **CTA Depth:** Use a subtle linear gradient on primary buttons transitioning from `primary` (#005c97) to `primary_container` (#0075be) at a 135-degree angle.
+* **Industrial Frost:** For floating navigation or modal overlays, use `surface_container_lowest` at 85% opacity with a `20px` backdrop-blur. This keeps the data-heavy background visible but creates a clear functional layer.
+
+---
+
+## 3. Typography: The Blueprint Scale
+We utilize **Gilroy** (or a premium sans-serif alternative) to bridge the gap between engineering documentation and modern editorial design.
+
+* **Display (L/M/S):** Used for massive KPIs and section headers. These should feel like "stamped" metal—authoritative and immovable.
+* **Headlines & Titles:** Set in **Gilroy-SemiBold**. These act as the structural beams of the layout.
+* **Body & Labels:** Set in **Inter** or **Gilroy-Regular**. High-density data must remain legible; use `on_surface_variant` (#404751) for secondary data to maintain a clear hierarchy against primary values.
+
+**Editorial Tip:** Pair a `display-lg` metric with a `label-sm` (all caps, tracked out +10%) directly underneath to mimic an engineering technical drawing.
+
+---
+
+## 4. Elevation & Depth: Tonal Layering
+In this system, shadows are atmospheric, not structural.
+
+### The Layering Principle
+Depth is achieved by "stacking." A `surface-container-lowest` card sitting on a `surface-container` background provides all the separation required.
+
+### Ambient Shadows
+If a component must "float" (e.g., a critical alert or a primary dropdown):
+* **Shadow:** 0px 12px 32px 0px.
+* **Color:** Use `on_surface` at 6% opacity. This creates a natural "ambient occlusion" effect rather than a dated drop shadow.
+
+### The "Ghost Border" Fallback
+If accessibility requires a container definition (e.g., in high-glare environments), use a **Ghost Border**:
+* **Token:** `outline-variant` (#c0c7d2) at **15% opacity**. It should be felt, not seen.
+
+---
+
+## 5. Components: Machined Components
+All components feature **Sharp Corners (0px)**. No exceptions. This reinforces the industrial, high-precision nature of the brand.
+
+### Buttons
+* **Primary:** Gradient fill (Primary to Primary-Container), white text, 0px radius. Heavy horizontal padding (24px) for a "solid" feel.
+* **Secondary:** `surface-container-high` background with `on_primary_fixed_variant` text. No border.
+* **Tertiary:** Text-only, capitalized, with a 2px bottom-heavy underline (using `surface_tint`) on hover.
+
+### Input Fields
+* **State:** Use `surface-container-highest` for the background fill.
+* **Focus:** A 2px solid `primary` (#005c97) **bottom-border only**. This mimics a ledger or a technical form.
+* **Error:** Background shifts to `error_container`, text to `on_error_container`.
+
+### Cards & Lists
+* **Rule:** Forbid divider lines. Use 32px of vertical white space or a subtle shift to `surface-container-low` to distinguish between list items.
+* **Data Density:** In lists, use `title-sm` for primary values and `label-sm` for units (e.g., "450 **kg/h**"), keeping the units in a lighter weight.
+
+### Data Visualization (Industrial Custom)
+* **Gauges:** Use sharp, non-rounded arcs.
+* **Charts:** Fill areas under lines with a vertical gradient of `primary` to transparent to give data "weight."
+
+---
+
+## 6. Do's and Don'ts
+
+### Do:
+* **Do** use extreme whitespace. Industrial sites are massive; the UI should feel equally expansive.
+* **Do** use "All Caps" for labels and small UI elements to evoke a sense of professional labeling.
+* **Do** align text to a strict baseline grid to ensure the "Monolithic" feel remains organized.
+
+### Don't:
+* **Don't** use any border-radius. A single rounded corner breaks the "Industrial Precision" logic.
+* **Don't** use pure black (#000000). Use `on_secondary_fixed` (#001c38) for the deepest blacks to maintain tonal richness.
+* **Don't** use icons as purely decorative elements. If an icon is used, it must accompany a functional action or a status.
+
+---
+
+## 7. Designer's Note on Data Heavy Layouts
+When designing "Data-Heavy" screens, do not shrink the text. Instead, expand the canvas. Use the `surface-container` tiers to group related data points into "Zones." A "Zone" should feel like a solid block of information that can be scanned at a glance, separated from other zones by significant tonal shifts rather than lines. This is the hallmark of a high-end, bespoke engineering tool.
\ No newline at end of file
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@@ -0,0 +1,415 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+[14:02:35]
+CORE_INIT:
+Deploying 12 instances to Batch-Node-9.
+
+
+[14:02:40]
+API_CALL:
+Internal LLM routing via Monolith v1.0.
+
+
+[14:02:45]
+SYNC:
+Database state propagated to 4 regions.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+hub
+
+
+
NOMINAL
+
All 14 autonomous clusters are operating within baseline parameters.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
CLUSTER ALPHA
+
READY TO DEPLOY
+
+
+
+
\ No newline at end of file
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@@ -0,0 +1,359 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+MONOLITH_v1.0
+
+
+
+
+search
+
+
+
+notifications
+lan
+account_tree
+
+
+
+
+
+
+
+
+
+
+
+
OPERATIONAL HEATMAP
+
Real-time swarm intelligence visualization of facility agent clusters. Active operational nodes responding to dynamic resource requirements.
+
+
+
+SWARM EFFICIENCY
+98.4%
+
+
+ACTIVE CONFLICTS
+02
+
+
+
+
+
+
+
+
+
+hub
+FACILITY SECTOR 07G-ALPHA
+
+
+
+
+
+
+
+
+
+
+
+
+
+MAX
+
+
+
+
+
+warning
+HEAT SPIKE
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Optimal Flow
+
+
+
+Density Stress
+
+
+
+Idle Node
+
+
+
+
+
+
+
+
+
SWARM INTELLIGENCE
+REFRESH: 0.2s
+
+
+
+
+NODE CLUSTER_049
+SYNCED
+
+
+
+
+
+THROUGHPUT: 1.2 GB/S
+LOAD: 85%
+
+
+
+
+CRITICAL JUNCTION_X
+RE-ROUTING
+
+
+
+
+
+LATENCY: 420 MS
+HEAT: 94°C
+
+
+
+
+STORAGE ARRAY_B
+STABLE
+
+
+
+
+
+CAPACITY: 3.4 PB
+LOAD: 34%
+
+
+
+
+
+
+
+FACILITY FOOTPRINT
+fullscreen
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Total Node Count
+
+12,408
++124 ACTIVE
+
+
+
+Compute Power
+
+842 TF
+OPTIONAL
+
+
+
+System Temp
+
+62°C
+CAUTION
+
+
+
+Network Load
+
+42.8%
+UNDER CAP
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
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@@ -0,0 +1,372 @@
+
+
+
+
+
+ANDRITZ PRECISION | Fleet Management
+
+
+
+
+
+
+
+
+
+
+
+ANDRITZ PRECISION
+
+
+
+
+
+search
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
SYSTEM_CORE_OVERVIEW
+
Global Asset Matrix
+
+
+
+
Global Status
+
+ 98.2%
+
+
+
+
Active Alerts
+
04
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
UNIT_OMEGA_09
+
Lat: 48.2082 | Lon: 16.3738
+
+
+
+
+
+
+
+
+
+
+
+
+REAL-TIME TELEMETRY
+
+
+
+
+
+
+
+
+
+
+
+
+
+bolt
+
+
Energy Throughput
+
412.8 MWh
+
+trending_up
++12.4% vs last period
+
+
+
+
+
+
ASSET_HEALTH_MONITOR
+more_horiz
+
+
+
+
+
+
+
TURBINE_S1_04
+
Operational - Stable
+
+
+0.02ms
+
+
+
+
+
+
PUMP_STAT_02
+
Thermal Warning
+
+
+104.2°C
+
+
+
+
+
+
GENERATOR_A12
+
Operational - Stable
+
+
+0.05ms
+
+
+
+
+
+
+
+
Fleet Distribution
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+EU_NORTH
+ASIA_PAC
+AMER_WEST
+
+
+
+
+
+
Total Units
+
2,840
+
+
+
Active Duty
+
2,712
+
+
+
Service Pending
+
128
+
+
+
Network Latency
+
12ms
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
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@@ -0,0 +1,311 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+menu
+
ANDRITZ PORTAL
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Knowledge Repository
+
Technical Insights
+
+
+search
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Maintenance
+12 MIN READ
+
+
Optimizing Turbine Efficiency through AI-Driven Diagnostics
+
An in-depth look at how machine learning models are revolutionizing preventive maintenance for heavy industrial turbines in hydropower plants.
+
+
+
+
+
+
+
Dr. Sarah Vance
+
Senior Systems Architect
+
+
+
+
+
+
+
+
+
+
+
+
+
+Automation
+8 MIN READ
+
+
The Future of SCADA Systems
+
Transitioning from legacy control systems to cloud-integrated industrial IoT frameworks.
+
+
+
+ VIEW DOCUMENT arrow_forward
+
+
+
+
+
+
+
+
+
+
+
+
+Safety
+15 MIN READ
+
+
High-Voltage Safety Protocols
+
Essential risk mitigation strategies for field operators working in substations and generation units.
+
+
+
+ VIEW DOCUMENT arrow_forward
+
+
+
+
+
+
+
+
+
+
+
+
+Mechanics
+5 MIN READ
+
+
Lubrication Science
+
Understanding synthetic lubricant behavior under extreme pressure and temperature conditions.
+
+
+
+ VIEW DOCUMENT arrow_forward
+
+
+
+
+
+
+
+
+
+
+
+
+System Design
+20 MIN READ
+
+
Unit 4 Retrofit Overview
+
Documentation of the complete overhaul of the hydraulic control systems in Unit 4.
+
+
+
+ VIEW DOCUMENT arrow_forward
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
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+
+
+
+
+
+Knowledge Base - Andritz Industrial Portal
+
+
+
+
+
+
+
+
+
+
+
+
+
+settings_input_component
+
ENGINE_COMMAND
+
+
+
+sensors
+
+
+
+
+
+
+
+Central Intelligence
+
TECHNICAL INSIGHTS
+
+ Access the monolithic repository of industrial protocols, maintenance logs, and automation benchmarks. Precision-engineered for operational excellence.
+
+
+
+
+search
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+CRITICAL_UPDATE
+REV_04.22
+
+
PREDICTIVE MAINTENANCE: THE NEURAL ENGINE PROTOCOL
+
Implementing machine learning clusters across heavy machinery to anticipate structural fatigue before system failure. An in-depth analysis of the Andritz predictive layer.
+
+
+
+
+
+
+
+insights
+
TELEMETRY_DATA_MAP
+
Visualizing high-density sensor output streams across global asset clusters.
"Packet redistribution to failover region complete."
+
+
+
+
+
+Showing 100 of 1.4M events
+
+
+
+
PAGE 01
+
+
+
+
+
+
+
+
+
Visual Volume Distribution
+
+
+
+NODE_A
+
+
+
+NODE_B
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
+
+
+
+
+
+
+
+
+
+
+
+
+00:00
+04:00
+08:00
+12:00
+16:00
+20:00
+
+
+
+
FAULT TOPOLOGY
+
+
+
+CRITICAL_EXCEPTION
+14:21:42
+
+
SQL_CONN_FAILURE on DB_CLUSTER_MAIN. Active failover initiated.
+
+
+
+LATENCY_WARNING
+14:18:05
+
+
Response time spike > 500ms on US-EAST region gateway.
+
+
+
+AUTH_THROTTLED
+14:15:33
+
+
Brute force protection active for IP 192.168.1.104.
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/system_health_audit_log_dark/screen.png b/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/system_health_audit_log_dark/screen.png
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diff --git a/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/the_monolithic_engine/DESIGN.md b/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/the_monolithic_engine/DESIGN.md
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--- /dev/null
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+# Design System: The Monolithic Engine
+
+## 1. Overview & Creative North Star
+The Creative North Star for this design system is **"The Monolithic Engine."**
+
+This is not a standard "dark mode" update; it is an exercise in structural weight and industrial precision. We are moving away from the "floating card" aesthetic of modern SaaS and toward a digital architecture that feels carved from solid carbon and steel. The experience must feel like a high-end industrial command center—authoritative, dense, and technically superior.
+
+To break the "template" look, we utilize **intentional asymmetry**. Align heavy data blocks to a rigid left-axis while allowing secondary metadata to "float" with generous whitespace. We use the contrast between the technical precision of **Inter** and the geometric authority of **Gilroy** to create an editorial layout that feels like a premium technical journal.
+
+---
+
+## 2. Colors: Tonal Power
+Our palette is rooted in the deep shadows of heavy machinery. We do not use "black"; we use varying densities of charcoal and midnight navy to create a sense of infinite depth.
+
+### The Palette (Material Design Tokens)
+* **Surface / Background:** `#10141a` (The base "void")
+* **Primary (Andritz Blue):** `#9bcaff` (Text/Iconography) / `#0075be` (Action Containers)
+* **Surface Tiers:**
+ * `surface_container_lowest`: `#0a0e14` (Deepest recesses, used for background negative space)
+ * `surface_container_low`: `#181c22` (Secondary sections)
+ * `surface_container_high`: `#262a31` (Interactive surfaces)
+ * `surface_container_highest`: `#31353c` (Prominent highlights)
+
+### The "No-Line" Rule
+**Explicit Instruction:** Prohibit the use of 1px solid borders for sectioning. Boundaries must be defined solely through background color shifts. A `surface_container_low` section sitting on a `surface` background is the only "border" you need. This creates a seamless, monolithic feel rather than a "boxed-in" interface.
+
+### The "Glass & Gradient" Rule
+To inject "visual soul" into the industrial framework, main CTAs and Hero sections must utilize a linear gradient: `primary_container` (#0075be) transitioning to a slightly darker shift. For floating overlays, use **Glassmorphism**: semi-transparent surface colors with a `20px` backdrop-blur to maintain the "The Monolithic Engine" depth.
+
+---
+
+## 3. Typography: Technical Authority
+We use typography to convey industrial precision. **Gilroy** (where available for headers) provides the geometric "Monolithic" weight, while **Inter** handles the high-density data.
+
+* **Display (L/M/S):** Inter | 3.5rem to 2.25rem. Use for high-impact KPIs and section headers. Bold weights only.
+* **Headline (L/M/S):** Inter | 2rem to 1.5rem. Tight letter-spacing (-0.02em) to evoke a "technical manual" aesthetic.
+* **Title (L/M/S):** Inter | 1.375rem to 1rem. Medium weight. This is your primary navigation and card header tier.
+* **Body (L/M/S):** Inter | 1rem to 0.75rem. Regular weight. Ensure `on_surface_variant` (#c0c7d2) is used for secondary body text to maintain hierarchy.
+* **Label (M/S):** Inter | 0.75rem. All-caps with +0.05em tracking for a "machined" look on buttons and tags.
+
+---
+
+## 4. Elevation & Depth: Tonal Layering
+In this system, depth is not "up"; it is "in." We move away from traditional shadows toward **Tonal Layering**.
+
+* **The Layering Principle:** Stack surfaces to create focus. Place a `surface_container_highest` card on a `surface_container_low` background. This creates a natural "lift" through luminance rather than artificial shadow.
+* **Ambient Shadows:** If an element must float (e.g., a Modal), use a tinted shadow: `rgba(0, 28, 56, 0.4)` with a 32px blur. It should feel like a soft glow emitted from the engine, not a grey drop shadow.
+* **The "Ghost Border" Fallback:** If accessibility requires a stroke, use `outline_variant` (#404751) at **20% opacity**. It should be felt, not seen.
+
+---
+
+## 5. Components
+Each component should feel like a precision-milled part of a larger machine.
+
+* **Buttons:**
+ * **Primary:** Solid `primary_container` (#0075be) with `on_primary_container` text. No border. Radius: `md` (0.375rem).
+ * **Secondary:** `surface_container_highest` background with a `Ghost Border`.
+* **Cards:** Forbid divider lines. Use vertical whitespace (1.5rem+) or a shift to `surface_container_low` to separate content.
+* **Input Fields:** Use `surface_container_lowest` for the field background to create an "inset" look. Focus state is a 2px `primary` bottom-border only—no full box focus.
+* **Chips:** Minimalist. Use `secondary_container` with `label-md` typography. No icons unless strictly functional.
+* **Data Visualization (Industrial Specific):**
+ * **The Pulse Line:** Graphs should use `primary` (#9bcaff) with a subtle outer glow (0px 0px 8px).
+ * **Status Indicators:** Use `tertiary` (#ffb781) for warnings—it provides a "caution tape" high-contrast feel against the navy base.
+
+---
+
+## 6. Do's and Don'ts
+
+### Do:
+* **Do** use extreme vertical spacing. Let the "Monolith" breathe.
+* **Do** use `on_surface_variant` for metadata. Contrast is our primary tool for hierarchy.
+* **Do** align all technical data to a strict 8px grid, but allow "Hero" elements to break the grid slightly for visual interest.
+
+### Don't:
+* **Don't** use pure black (#000000). It kills the depth of the "Engine."
+* **Don't** use 100% opaque white borders. They feel cheap and "out-of-the-box."
+* **Don't** use rounded corners larger than `xl` (0.75rem). We want "Sharp & Technical," not "Soft & Consumer."
+* **Don't** use standard dividers. If you think you need a line, use 24px of empty space instead.
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/user_management_permissions_dark/code.html b/docs/refs/stitch_andritz_style_app_dark/stitch_andritz_style_app/user_management_permissions_dark/code.html
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@@ -0,0 +1,495 @@
+
+
+
+
+
+ANDRITZ PRECISION | User Management
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/analytics_reports/screen.png b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/analytics_reports/screen.png
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index 000000000..3e3bad866
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diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/andritz_precision/DESIGN.md b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/andritz_precision/DESIGN.md
new file mode 100644
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--- /dev/null
+++ b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/andritz_precision/DESIGN.md
@@ -0,0 +1,100 @@
+# Design System Specification: Industrial Precision & Digital Depth
+
+## 1. Overview & Creative North Star: "The Monolithic Engine"
+This design system moves beyond the standard industrial "dashboard" aesthetic to embrace a Creative North Star we call **The Monolithic Engine**.
+
+In industrial engineering, beauty is found in precision, massive scale, and the interplay of heavy materials. This system avoids the "cheapness" of thin lines and flat boxes. Instead, it treats the UI as a high-performance machine: solid, authoritative, and deeply layered. We break the traditional grid by utilizing "Structural Asymmetry"—using heavy-weighted typography and massive tonal blocks to anchor the eye, while allowing data-heavy elements to float in a sophisticated, layered environment.
+
+**Key Principles:**
+* **Precision over Decoration:** Every element serves a functional purpose.
+* **Structural Depth:** Hierarchy is defined by material stacking, not borders.
+* **Monolithic Presence:** Large, bold type pairings create an editorial "Blueprint" feel.
+
+---
+
+## 2. Colors: Tonal Architecture
+The palette is rooted in deep oceanic navies and surgical greys. We are moving away from "flat UI" by using these tones to build a physical sense of depth.
+
+### The "No-Line" Rule
+**Explicit Instruction:** 1px solid borders for sectioning are prohibited. Boundaries must be defined solely through background color shifts or tonal transitions. To separate a sidebar from a main content area, use a shift from `surface` (#f8fafb) to `surface-container-low` (#f2f4f5).
+
+### Surface Hierarchy & Nesting
+Treat the UI as a series of machined plates.
+* **Base:** `surface` (#f8fafb) – The floor of the application.
+* **Secondary Plates:** `surface-container` (#eceeef) – Used for primary content regions.
+* **Elevated Modules:** `surface-container-lowest` (#ffffff) – Used for data cards or interactive modules to provide "pop" against the grey background.
+
+### The "Glass & Gradient" Rule
+To inject "soul" into the industrial aesthetic:
+* **CTA Depth:** Use a subtle linear gradient on primary buttons transitioning from `primary` (#005c97) to `primary_container` (#0075be) at a 135-degree angle.
+* **Industrial Frost:** For floating navigation or modal overlays, use `surface_container_lowest` at 85% opacity with a `20px` backdrop-blur. This keeps the data-heavy background visible but creates a clear functional layer.
+
+---
+
+## 3. Typography: The Blueprint Scale
+We utilize **Gilroy** (or a premium sans-serif alternative) to bridge the gap between engineering documentation and modern editorial design.
+
+* **Display (L/M/S):** Used for massive KPIs and section headers. These should feel like "stamped" metal—authoritative and immovable.
+* **Headlines & Titles:** Set in **Gilroy-SemiBold**. These act as the structural beams of the layout.
+* **Body & Labels:** Set in **Inter** or **Gilroy-Regular**. High-density data must remain legible; use `on_surface_variant` (#404751) for secondary data to maintain a clear hierarchy against primary values.
+
+**Editorial Tip:** Pair a `display-lg` metric with a `label-sm` (all caps, tracked out +10%) directly underneath to mimic an engineering technical drawing.
+
+---
+
+## 4. Elevation & Depth: Tonal Layering
+In this system, shadows are atmospheric, not structural.
+
+### The Layering Principle
+Depth is achieved by "stacking." A `surface-container-lowest` card sitting on a `surface-container` background provides all the separation required.
+
+### Ambient Shadows
+If a component must "float" (e.g., a critical alert or a primary dropdown):
+* **Shadow:** 0px 12px 32px 0px.
+* **Color:** Use `on_surface` at 6% opacity. This creates a natural "ambient occlusion" effect rather than a dated drop shadow.
+
+### The "Ghost Border" Fallback
+If accessibility requires a container definition (e.g., in high-glare environments), use a **Ghost Border**:
+* **Token:** `outline-variant` (#c0c7d2) at **15% opacity**. It should be felt, not seen.
+
+---
+
+## 5. Components: Machined Components
+All components feature **Sharp Corners (0px)**. No exceptions. This reinforces the industrial, high-precision nature of the brand.
+
+### Buttons
+* **Primary:** Gradient fill (Primary to Primary-Container), white text, 0px radius. Heavy horizontal padding (24px) for a "solid" feel.
+* **Secondary:** `surface-container-high` background with `on_primary_fixed_variant` text. No border.
+* **Tertiary:** Text-only, capitalized, with a 2px bottom-heavy underline (using `surface_tint`) on hover.
+
+### Input Fields
+* **State:** Use `surface-container-highest` for the background fill.
+* **Focus:** A 2px solid `primary` (#005c97) **bottom-border only**. This mimics a ledger or a technical form.
+* **Error:** Background shifts to `error_container`, text to `on_error_container`.
+
+### Cards & Lists
+* **Rule:** Forbid divider lines. Use 32px of vertical white space or a subtle shift to `surface-container-low` to distinguish between list items.
+* **Data Density:** In lists, use `title-sm` for primary values and `label-sm` for units (e.g., "450 **kg/h**"), keeping the units in a lighter weight.
+
+### Data Visualization (Industrial Custom)
+* **Gauges:** Use sharp, non-rounded arcs.
+* **Charts:** Fill areas under lines with a vertical gradient of `primary` to transparent to give data "weight."
+
+---
+
+## 6. Do's and Don'ts
+
+### Do:
+* **Do** use extreme whitespace. Industrial sites are massive; the UI should feel equally expansive.
+* **Do** use "All Caps" for labels and small UI elements to evoke a sense of professional labeling.
+* **Do** align text to a strict baseline grid to ensure the "Monolithic" feel remains organized.
+
+### Don't:
+* **Don't** use any border-radius. A single rounded corner breaks the "Industrial Precision" logic.
+* **Don't** use pure black (#000000). Use `on_secondary_fixed` (#001c38) for the deepest blacks to maintain tonal richness.
+* **Don't** use icons as purely decorative elements. If an icon is used, it must accompany a functional action or a status.
+
+---
+
+## 7. Designer's Note on Data Heavy Layouts
+When designing "Data-Heavy" screens, do not shrink the text. Instead, expand the canvas. Use the `surface-container` tiers to group related data points into "Zones." A "Zone" should feel like a solid block of information that can be scanned at a glance, separated from other zones by significant tonal shifts rather than lines. This is the hallmark of a high-end, bespoke engineering tool.
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/deployment_planner_light/code.html b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/deployment_planner_light/code.html
new file mode 100644
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--- /dev/null
+++ b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/deployment_planner_light/code.html
@@ -0,0 +1,417 @@
+
+
+
+
+
+MONOLITH_v1.0 | Agent Fleet Deployment Planner
+
+
+
+
+
+
+
+
+
+
+
+
+
+MONOLITH_v1.0
+
+
+
+
+search
+
+
+
+notifications
+lan
+account_tree
+
+
+
+
+
+
+
+
+
+
+
FLEET_DEPLOYMENT_PLANNER
+
+STRATEGIC_VIEW
+SYSTEM_STATUS: NOMINAL
+
+
+
+
+
+
+
+
+
+
+
+
+
+
AVAILABLE_RESOURCES (14)
+filter_list
+
+
+
+
+
+
+
+
AETHER-042
+
MAINTENANCE_BOT
+
+drag_indicator
+
+
+EFFICIENCY
+94.2%
+
+
+
+
+
+
+
LOGIC-901
+
ANALYTICS_CORE
+
+drag_indicator
+
+
+EFFICIENCY
+98.8%
+
+
+
+
+
+
+
CYBER-112
+
QC_SUPERVISOR
+
+drag_indicator
+
+
+EFFICIENCY
+89.0%
+
+
+
+
+
+
+
TITAN-007
+
LOAD_MASTER
+
+drag_indicator
+
+
+EFFICIENCY
+91.5%
+
+
+
+
+
+
+
+
+
+
+
FORECASTED_DEMAND (Q3)
+
+1,240
+HRS/WK
+
+
+
+
+
+
+
EFFICIENCY_GAINS
+
++12.4
+%
+
+
ESTIMATED FROM CURRENT PLAN
+
+
+
RESOURCE_UTILIZATION
+
+82
+%
+
+
+
+
+
+
+
+
+
+
+
+
+
ACTIVE_INDUSTRIAL_UNITS
+
+ CRITICAL
+ MAINTENANCE
+
+
+
+
+
+
+
+
UNIT_BETA_04
+
ASSEMBLY_LINE / SOUTH_WING
+
+OVER_DEMAND
+
+
+
+
+
+
VECTOR-22
+
QC_PRO
+
+close
+
+
+
+DROP_AGENT_HERE
+
+
+
+
DEMAND_FILL
+
45% (-55%)
+
+
+
+
+
+
+
STATION_GAMMA_11
+
PRECISION_WELDING / SECTOR_C
+
+OPTIMAL
+
+
+
+
+
+
SPARK-09
+
WELD_ENGINE
+
+close
+
+
+
+
VISION-44
+
THERMAL_EYE
+
+close
+
+
+
+
DEMAND_FILL
+
98% (+2%)
+
+
+
+
+
+
+
+
OPERATIONAL_DEPTH_METRICS
+DOWNLOAD_TSV_REPORT
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+00:00
+06:00
+12:00
+18:00
+23:59
+
+
+
+
+
+
+
+
+
+
+
+AGENT_PROFILE
+close
+
+
+
AETHER-042
+
Deployment History: 1.2k Tasks
+
+
+
+
CURRENT_ASSIGNMENT
+
UNASSIGNED (READY)
+
+
+
LATENCY_SCORE
+
2.4ms (LOW)
+
+
+
CORE_COMPETENCIES
+
+HYDRAULICS
+SENSORS
+DIAGNOSTICS
+
+
+
+
+
+
+
\ No newline at end of file
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diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/digital_employee_live_status_light/code.html b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/digital_employee_live_status_light/code.html
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@@ -0,0 +1,480 @@
+
+
+
+
+
+Digital Employee Platform - Industrial Control
+
+
+
+
+
+
+
+
+
+
+
+
+
+MONOLITH_v1.0
+
+
+
+
+search
+
+
+
+notifications
+lan
+account_tree
+
+
+
+
+
+
+
+
+
+
+
+
Fleet Telemetry
+
+
+
+24 Agents Online
+
+
+
+2 Under Maintenance
+
+
+
+
+
+Global Load
+42.8 TFLOPs
+
+
+Total Throughput
+12.4 K/sec
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Logistics / Nexus-01
+
Route Optimizer A
+
+
Active
+
+
+
+
+CPU LOAD
+
+78%
+
+
+
+
+
+
+GPU CORE
+
+12%
+
+
+
+
+
+
+
+
+GOAL COMPLETION
+94.2%
+
+
+
+
+
+
+
+NETWORK HEARTBEAT
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Analytics / Cerebro-9
+
Trend Forecaster
+
+
Processing
+
+
+
+
+CPU LOAD
+
+45%
+
+
+
+
+
+
+GPU CORE
+
+89%
+
+
+
+
+
+
+
+
+GOAL COMPLETION
+61.0%
+
+
+
+
+
+
+
+NETWORK HEARTBEAT
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Maintenance / Iron-V
+
Grid Watchdog
+
+
Alert
+
+
+
+
+CPU LOAD
+
+92%
+
+
+
+
+
+
+GPU CORE
+
+08%
+
+
+
+
+
+
+
+
+GOAL COMPLETION
+22.5%
+
+
+
+
+
+
+
+NETWORK HEARTBEAT
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Logistics / Nexus-04
+
Inventory Auditor
+
+
Active
+
+
+
+
+CPU LOAD
+
+14%
+
+
+
+
+
+
+GPU CORE
+
+04%
+
+
+
+
+
+
+
+
+GOAL COMPLETION
+100%
+
+
+
+
+
+
+
+NETWORK HEARTBEAT
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Neural Engine Efficiency
+
+ Aggregate processing power peaking at 1.2 ExaFLOPS across all active clusters.
+
+
+
+
+
+
+
+Thermal Margin
+42°C
+
+
+
+
+
+
+
+Buffer Capacity
+89%
+
+
+
+
+
+
+
+
+
+
+
+
++8 More Nodes
+
+
+
+
+
+account_tree
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/digital_employee_live_status_light/screen.png b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/digital_employee_live_status_light/screen.png
new file mode 100644
index 000000000..88158160c
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diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/efficiency_heatmap_light/code.html b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/efficiency_heatmap_light/code.html
new file mode 100644
index 000000000..aaeffd022
--- /dev/null
+++ b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/efficiency_heatmap_light/code.html
@@ -0,0 +1,423 @@
+
+
+
+
+
+Industrial Control - Operational Efficiency Heatmap
+
+
+
+
+
+
+
+
+
+
+
+
+
+MONOLITH_v1.0
+
+
+
+
+
+
+
+notifications
+lan
+account_tree
+
+
+
+
+
+
+
+
+
+
+
+
Operational Visualization
+
Efficiency Heatmap
+
+
+
+Digital Employee Managed
+
+
+
+Human Managed
+
+
+
+
+Global Delta
++24.8%
+
+
+
+
+
+
+
+
Live Spatial Map // SECTOR_4
+
+
+
+
+
+
+
+
+
+
+STATION_A1
+98.2%
+
+
+
+STATION_A3
+BOTTLENECK
+
+
+
+
+H_RESOURCES
+72.4%
+
+
+
+
+
+
+
+
precision_manufacturing
+
+
+
+ASSEMBLY_B
+
+
+
+
+
+
+
+
+
+TRANSFER_NODE
+
+
+
+
+
+
+
+
+
+
+
+
+
+08:45:00 UTC
+
+
+T-minus 04:00
+LIVE TRANSMISSION
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Efficiency Analytics
+
+
+
+Digital Workforce
+94.2%
+
+
+
+
+
+
+
+Human Counterpart
+69.4%
+
+
+
+
+
+
+
+
+warning
+
+
Anomaly Detected
+
Sector_4 / Station_A3 latency spike
+
+
+
+
+
+
+
Active Agents in Sector
+
+
+
+
+
+smart_toy
+
+
+
Agent_774
+
Logistics Routing
+
+
+99%
+
+
+
+
+memory
+
+
+
Agent_912
+
Quality Control
+
+
+100%
+
+
+
+
+account_tree
+
+
+
Agent_003
+
Conflict Resolution
+
+
+92%
+
+
+
+
+
+
+
+
+
+
Throughput Forecast
+
+
+
+
+
+
+
+
+
+
+
+
+
+Peak Capacity
+4,500 U/HR
+
+
+Estimated Bottleneck
+14:45 UTC
+
+
+
+
+
+
Strategic Impact Report
+Confidential - Tier 1
+
+
+
+Cost Reduction
+38.2%
+
Since agent deployment in Sector 4 logistics nodes.
+
+
+Uptime Delta
++14%
+
Shift from manual maintenance cycles to AI-led prediction.
+
+
+Safety Score
+99.9
+
Zero incident record since Digital Employee supervision.
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/efficiency_heatmap_light/screen.png b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/efficiency_heatmap_light/screen.png
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diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/engineering_analytics_tabs_pc/code.html b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/engineering_analytics_tabs_pc/code.html
new file mode 100644
index 000000000..3d8f1f54d
--- /dev/null
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@@ -0,0 +1,310 @@
+
+
+
+
+
+ANDRITZ INDUSTRIAL PORTAL - Engineering Analytics
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
ANDRITZ INDUSTRIAL PORTAL
+
+search
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Advanced Telemetry Matrix
+
ENGINEERING ANALYTICS
+
+
+
+
+
+
+
+
+
+
+
+
+
REAL-TIME PERFORMANCE TRENDS
+
THROUGHPUT VS. ENERGY CONSUMPTION (24H WINDOW)
+
+
+
+
+THROUGHPUT (t/h)
+
+
+
+THERMAL LOAD (MW)
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+00:0004:0008:0012:0016:0020:0023:59
+
+
+
+
+
+
+
SYSTEM EFFICIENCY
+
+
+
+75%
+OPTIMIZED
+
+
+
+
+OPERATIONAL UPTIME
+99.2%
+
+
+
+
+
+
+
+
+
+
+
+
EQUIPMENT STRESS TOPOGRAPHY
+
SENSOR NODE VIBRATION & THERMAL ANALYSIS
+
+
+LOW STRESS
+
+CRITICAL
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ACTIVE SENSORS
+
12,842
+
+trending_up
++1.2% v. PREV
+
+
+
+AVERAGE TEMP
+
242.4 °C
+
+horizontal_rule
+NOMINAL
+
+
+
+STRESS ALERTS
+
02
+
+warning
+ACTION REQUIRED
+
+
+
+ENERGY INDEX
+
0.84 kW/t
+
+trending_down
+-4.5% EFFICIENCY
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/engineering_analytics_tabs_pc/screen.png b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/engineering_analytics_tabs_pc/screen.png
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index 000000000..76c0c0337
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diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/global_fleet_management/code.html b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/global_fleet_management/code.html
new file mode 100644
index 000000000..da981b259
--- /dev/null
+++ b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/global_fleet_management/code.html
@@ -0,0 +1,332 @@
+
+
+
+
+
+ANDRITZ PRECISION | Fleet Management
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Fleet Health Score
+
+98.2
+%
+
+
+
+
+
+
+
+
+
Operational
+
1,242 UNIT
+
+
+
Fault State
+
14 UNIT
+
+
+
+
+
+
+
+
+
+
ASSET_4492_B
+
HAMBURG TERMINAL
+
+Status
+Normal
+
+
+
+
+
+
+
+
CRITICAL FAULT
+
NODE_ROTTERDAM_09
+
Vibration threshold exceeded in turbine housing B.
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Global Performance
+
+
Total Output
+
+842.5
+GWh/d
+
+
+trending_up
++4.2% VS L-24H
+
+
+
+
Active Fleet %
+
+94.1
+%
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Maintenance Queue
+VIEW ALL
+
+
+
+
+
+PUMP_STAT_04
+Overdue
+
+
Seal replacement required. Estimated downtime: 4h.
All core processing units are operating within nominal thermal envelopes.
+
+
+
+Throughput
+1.2M u/h
+
+
+
+
+
+Utilization
+94.8 %
+
+
+
+
+
+
+
+
+
+
+
Comparative Performance Matrix
+
+
+
+
+
+
+
+
+
+
+
Unit identifier
+
Status
+
Availability
+
Performance
+
Quality Index
+
Action
+
+
+
+
+
+
+
UNIT_OMEGA_09
+
PRECISION_STAMPING
+
+
+
+ Active
+
+
+
+
99.2%
+
+0.4% VS LW
+
+
+
+
+
+
+
+
+
+
+
+
0.998
+
SIGMA_6_CERT
+
+
+
+
+
+
+
+
+
UNIT_SIGMA_04
+
THERMAL_TREATMENT
+
+
+
+ Active
+
+
+
+
84.1%
+
-2.1% VS LW
+
+
+
+
+
+
+
+
+
+
+
+
0.912
+
SIGMA_3_WARN
+
+
+
+
+
+
+
+
+
UNIT_BETA_12
+
FLUID_DYNAMICS
+
+
+
+ Standby
+
+
+
+
100%
+
STABLE
+
+
+
+
+
+
+
+
+
+
+
+
--
+
NO_DATA
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Trend Analysis
+
7-DAY VOLUME COMPARISON
+
+equalizer
+
+
+
+
+
+MON
+
+
+
+
+TUE
+
+
+
+
+WED
+
+
+
+
+THU
+
+
+
+
+FRI
+
+
+
+
+SAT
+
+
+
+
+SUN
+
+
+
+
+
+
+
+
Service Matrix
+
SCHEDULED INTERVENTIONS
+
+
+
+
+
+
+
Oct
+
12
+
+
+
UNIT_OMEGA_09 : HYDRAULIC PURGE
+
Est. Downtime: 4.5 Hours
+
+verified
+
+
+
+
Oct
+
14
+
+
+
UNIT_SIGMA_04 : THERMAL CALIBRATION
+
CRITICAL : OUTSIDE PARAMETERS
+
+warning
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/operational_performance_matrix/screen.png b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/operational_performance_matrix/screen.png
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@@ -0,0 +1,528 @@
+
+
+
+
+
+ANDRITZ PRECISION | Real-time Sensor Matrix
+
+
+
+
+
+
+
+
+
+
+
+ANDRITZ PRECISION
+
+
+
+
+
+
+search
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+REAL-TIME
+SYSTEM STATUS: OPTIMAL
+
+
SENSOR_MATRIX
+
+ Live telemetry stream from NODE_A1 through NODE_D24. High-precision monitoring of vibrational harmonics and thermal gradients.
+
+
+
+
+
+
Avg Thermal
+
84.2 °C
+
+
+
Active Nodes
+
1,024
+
+
+
Data Rate
+
12.8 GB/s
+
+
+
+
+
+
+
+
+
+
+
S_NODE_01
+
THERMAL_L1
+
+device_thermostat
+
+
+
78.4
+
°C
+
+arrow_upward 2.4%
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
S_NODE_02
+
PRESSURE_V4
+
+compress
+
+
+
14.2
+
BAR
+
+arrow_downward 0.8%
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
S_NODE_03
+
VIB_H_TRANS
+
+vibration
+
+
+
92.1
+
Hz
+
+ CRITICAL
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
S_NODE_04
+
ROT_MAIN_SH
+
+settings_backup_restore
+
+
+
1,450
+
RPM
+
+ STABLE
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
S_NODE_05
+
TORQUE_AUX
+
+precision_manufacturing
+
+
+
324.5
+
Nm
+
+ NOMINAL
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
S_NODE_06
+
FLOW_RATE_B
+
+waves
+
+
+
8.4
+
m³/s
+
+ STABLE
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
S_NODE_07
+
VOLT_GRID_1
+
+bolt
+
+
+
480.2
+
VAC
+
+ LOAD_HIGH
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
S_NODE_08
+
MOIST_CORE
+
+humidity_low
+
+
+
12.8
+
%RH
+
+ DRY
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Active Diagnostics Pipeline
+
VIBRATION_SPECTRUM_ANALYSER
+
+
+
Peak Amplitude
+
0.42 mm/s²
+
+
+
Harmonic Dist
+
1.2%
+
+
+
Cycle Count
+
14.8M
+
+
+
Node Sync
+
99.9%
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+architecture
+
+
+
+
+
+ System Event Stream
+ sync
+
+
+
+
14:24:02
+
+
Update Applied
+
Core telemetry driver v4.2.1 synchronized across all nodes.
+
+
+
+
14:23:58
+
+
VIB_H_TRANS Alert
+
Vibration exceeding safety threshold at NODE_03. Maintenance required.
+
+
+
+
14:23:45
+
+
Sync Signal
+
Heartbeat received from NODE_A1_OPERATIONAL_UNIT_04.
+
+
+
+
14:22:12
+
+
Calibration Complete
+
Thermal sensors 01-12 calibrated to ±0.01°C precision.
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/real_time_sensor_matrix/screen.png b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/real_time_sensor_matrix/screen.png
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diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/system_alert_dialog/code.html b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/system_alert_dialog/code.html
new file mode 100644
index 000000000..6a3f187a8
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@@ -0,0 +1,294 @@
+
+
+
+
+
+ANDRITZ PORTAL - Critical Alert
+
+
+
+
+
+
+
+
+
+
+
+
+menu
+ANDRITZ PORTAL
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Primary Throughput
+
842.50 m³/h
+
+
+
Efficiency
+
98.2%
+
+
+
Temperature
+
142°C
+
+
+
+
+analytics
+
+
+
+
+
+
Hydraulic Pressure
+
+
+
+
+0 PSI
+450 PSI
+600 PSI
+
+
+
+
UNIT HY-420 STATUS: CRITICAL
+
+
+
+
+
Real-time Vibration
+
+
+
+
+
+
+
+
+
+
+
+
Asset Distribution
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+warning
+CRITICAL FAULT DETECTED
+
+ERR_CODE: 0x4F2
+
+
+
+
+
+
Unit Identifier
+
HY-420
+
+
+
Pressure Reading
+
450 PSI
+
+
+
+
Action Required
+
+
Emergency Shutdown
+
Manual override required to prevent manifold rupture.
+
+
+
+
+
+
+
+
+
+
+Timestamp: 14:22:18 UTC
+Signal: Encrypted Satellite
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/system_alert_dialog/screen.png b/docs/refs/stitch_andritz_style_app_light/stitch_andritz_style_app/system_alert_dialog/screen.png
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+ANDRITZ INDUSTRIAL PORTAL
+
+
+
+notifications
+settings
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+
Settings
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+
System Integrity
+
+
+CORE_MODULE: ACTIVE
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+
+
+DATABASE: STABLE
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+
+
+
+
+
+Module / Core
+
General Configuration
+
+ Define the global operational parameters for the Monolithic Engine. Changes here affect cross-plant analytics and system-wide synchronization intervals.
+
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+
System Identity
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+
Operational Timing
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+
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+
Global Session Timeout
+
Duration before automated logout for inactivity.
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+
+
+Seconds
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+
+
+
+
Telemetry Frequency
+
Update rate for non-critical sensor arrays.
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+
+
+ms
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+
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+
+
Functional Toggles
+
+
+
+
Maintenance Mode Override
+
Allows manual override of automated safety protocols during certified inspection windows.
+
+
+
+
+
+
External Data Export
+
Enables real-time data streaming to authorized third-party analytics partners.
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+ANDRITZ
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+
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+
+System Health Audit Log | ANDRITZ PRECISION
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+verified_user
+Last Compliance Check: 14:00 UTC
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+
+database
+Retention: 365 Days
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+calendar_month
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+person_search
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+
Showing 1,245 Events
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Timestamp
+
Event_ID
+
Type
+
Description
+
Actor
+
Status
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+
+
+
+
+
2024-05-20 | 14:22:01.04
+
EVT_7782_CFG
+
+Config_Override
+
+
Critical safety threshold bypassed on Boiler Unit 4. Overvoltage detected.
+
SYS_ADMIN_ROOT
+
+priority_high
+
+
+
+
+
2024-05-20 | 14:18:55.21
+
EVT_0119_API
+
+API_CALL
+
+
Bulk export request initiated for "Weekly_Compliance_Report_v2".
+
USER_M_REED_04
+
+check_circle
+
+
+
+
+
2024-05-20 | 14:15:10.88
+
EVT_9921_SEC
+
+System_Login
+
+
User authentication successful via MFA-HW Key #2291.
+
OP_K_CHEN_91
+
+verified
+
+
+
+
+
2024-05-20 | 14:02:44.33
+
EVT_4402_WAR
+
+Threshold_Warn
+
+
Node_A1 CPU utilization reached 92% for 180 consecutive seconds.
+
INTERNAL_KERNEL
+
+warning
+
+
+
+
+
2024-05-20 | 13:58:12.00
+
EVT_8821_DEP
+
+Firmware_Upd
+
+
Remote firmware patch v2.4.1 applied to Sensor Cluster 08.
+
AUTO_UPD_SRV
+
+update
+
+
+
+
+
+
+
+
+
+
+
Security Alerts
+lock_open
+
+
+
04
+
REQUIRES_IMMEDIATE_ACTION
+
+
+
+
+
+
Operational Velocity
+
+
+
+
+
+
+
89.4%
+
Global System Integrity Score
+
+
+
+1.2%
+
vs last 24h cycle
+
+
+
+
+analytics
+
+
+
+
+
+
+
+Global Activity Mesh
+
NODE_TRAFFIC_DISTRIBUTION
+
Real-time visualization of system events across global data centers. Density represents the volume of API calls and configuration changes logged in the last session.
+
+
+Europe / Berlin_Node
+452 Events/min
+
+
+North America / Dallas_Hub
+811 Events/min
+
+
+Asia / Singapore_A1
+209 Events/min
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+
+
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+
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+ANDRITZ PRECISION
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+
Identity & Access
+
Managing 24 active plant operators and system engineers
+
+
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+
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+
+
+
+Total Users
+42
+
+
+Active Now
+12
+
+
+Pending Sync
+03
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+
+
+
+search
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+
User Identity
+
Assigned Role
+
Security Level
+
Last Activity
+
Actions
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+
+
+
+
+
+
+
MK
+
+
Marcus Kaelstrom
+
m.kaelstrom@andritz-precision.com
+
+
+
+
+Plant Engineer
+
+
+
+
+
+
+
+LVL_03
+
+
+
+
14:22:05 UTC
+
Module A1 Calibration
+
+
+
+
+
+
+
+
+
+
SL
+
+
Sarah Linden
+
s.linden@andritz-precision.com
+
+
+
+
+Shift Supervisor
+
+
+
+
+
+
+
+LVL_04
+
+
+
+
08:15:30 UTC
+
Login Event: Node_01
+
+
+
+
+
+
+
+
+
+
JT
+
+
James Thorne
+
j.thorne@andritz-precision.com
+
+
+
+
+Operator I
+
+
+
+
+
+
+
+LVL_01
+
+
+
+
2 days ago
+
Manual Override Exit
+
+
+
+
+
+
+
+
+
+
+
+
+
Global Security Thresholds
+security
+
+
+
+
+Auth Protocol
+2FA / BIOMETRIC
+
+
+Session Timeout
+15 MINUTES
+
+
+Node Lockdown
+DISABLED
+
+
+
+
Network Integrity
+
+
+
+
+99.9%
+
+
+
+
+
+
+
+
Critical Alerts
+
+
+warning
+
+
UNAUTHORIZED ACCESS ATTEMPT
+
Terminal G-42 • 12:04 UTC
+
+
+
+info
+
+
CERTIFICATE EXPIRY (12D)
+
Operator: Linden, Sarah
+
+
+
+
+
+
+
+
+
+
+
+
+
+
Edit Permissions: Kaelstrom, M.
+
+
+
+
+
+
+
+
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+Assigned: Marcus V.
+
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