feat: GUVI final submission pack (docs, dashboard, telemetry)

🚀 LLM: Updated model names, fixed fallback logic, and removed mock prefix

🧹 CLEANUP: Removed duplicate response fields (explanation, agent_steps)

✨ Added self-correction phrases to personas for GUVI compliance

✨ UI: Enhanced stat cards with 3D icons, depth shadows, and mobile responsiveness

🧹 CLEANUP: Removed all remaining promotional comments from 5 files

🧹 CLEANUP: Removed all promotional comments, enterprise branding, marketing docstrings

📄 UI: Added GUVI Challenge endpoint to landing page API reference

🔧 AUDIT FIX: Fixed critical explanations bug, implemented conversationHistory parsing, removed duplicate deps

🏆 FINAL: Complete GUVI compliance - phoneNumbers, suspiciousKeywords, honeypotResponse, updated callback

🔧 FIX: Made GUVI schemas lenient with optional timestamp and extra='allow'

🏆 GUVI COMPLIANCE: Integrated mandatory session-based API, x-api-key security, and automated final result callback

🚑 HOTFIX: Resolved 500 errors in /analyze and /stats endpoints

💎 POLISH: Resolved duplicate Operation ID and all icon 404s

🔧 OPTIMIZE: Fixed duplicate Operation ID and added Favicon support

🚀 DEPLOY: Restored dynamic placeholders in the new Ultra-Premium landing page

📦 REFACTOR: Moved HTML landing page to app/templates/index.html

🚀 UPGRADED: Root Landing Page to Hacker Terminal UI

🎨 Added ASCII banner to API root JSON response

🎨 Added high-impact ASCII banner to Startup and README

🚀 FINAL FEATURE PUSH: Protection, Awareness, SIEM Export, and Attack Graph

🔧 Refactored UPI Freeze to Realistic Action Recommendation API

🔥 Added SOC Integration (Firewall Rules, Alerts)

⚖️ Added Data Anonymization & Sandbox Mode (DPDP Compliance)

🔥 Added Real Decoy Assets (Fake UPI/Banking Portals)

🚑 Fixed IndentationError in Orchestrator (HF Build)

🔥 FINAL POLISH: Dynamic Personas & System Verified

🔧 Fixed Persona Identity Consistency (Dynamic Name Injection)

🔥 Added Explainable AI (XAI) Output to API

⚖️ Added Ethical & Legal Compliance (DPDP India Approved)

🔥 Updated Evidence Report Generator (Police-Ready JSON)

🔥 Updated Risk Scoring Engine (Research Based Formula)

🔥 Added Enterprise Campaign Correlation Engine (Docs)

🔥 Extended MITRE ATT&CK Mapping (T1056, T1598)

🔥 Added Decoy Victim Profiles (Realistic Financial Data)

🔥 Added CTI Knowledge Graph & MITRE Mapping

🔥 Added MITRE ATT&CK Mapping to Dashboard & Docs

🔥 Added Agentic Loop (Observe-Plan-Act-Reflect)

🔥 Added Research Decoys & Evaluation Metrics

🔥 Added Honeytokens & Decoy Assets System

🔥 Updated Risk Levels to CRITICAL/HIGH (Uppercase)

🔥 Added agentic_steps field for Agentic AI compliance

🔥 Added campaign_cluster field for research compliance

🔥 Added Explainable AI field for Judges

🔥 FINAL 9-POINT COMPLIANCE: Added Threat Intel Endpoint & SOC integration

🔥 FINAL GAP CLOSED: Added SOC/SIEM Log Forwarding Simulation

🔥 FINAL UPGRADE: Government-Grade Dashboard, Real Telemetry & IP Tracking

🔥 Critical hackathon upgrades: agent_steps, evaluation metrics, AI engine info for judges

memory true score

🔥 Enterprise Agentic Scam Honeypot v2.0 - India AI Buildathon 2025