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doc:agent/omega-debug-49/8f38ba26-365f-4a4f-bad3-3958ce7e2915[2025-12-14 01:02] omega [bot]: 🎉 **Changes Complete** **Changes merged to main!** Commit: `c2f375eb` Branch: `arbiter/implement-a-system-to-analyze--mj4z861y` **Summary:** The psychological profiling feature implementation is complete. Here's a summary of what was built: ## Psychological Profiling System Implementation ### New Files Created (`src/psychology/`) 1. **`types.ts`** - Type definitions based on PhD-level psychological science: - Big Five Personality Traits (OCEAN model) from Costa & McCrae (1992) - VAD Sentiment Model (Valence-Arousal-Dominance) from Russell & Mehrabian (1977) - Communication style indicators - Affinity scoring system (-100 to +100) for bot "liking" users 2. **`analyzer.ts`** - AI-powered psychological analysis engine: - Uses OpenAI GPT-4o-mini with JSON schema validation (Zod) - Analyzes messages for Big Five personality signals - Calculates sentiment and affinity impact - Detects notable behaviors (gratitude, hostility, creativity, etc.) - Uses exponential decay for trait updates (recent observations matter more) 3. **`store.ts`** - PostgreSQL storage with JSONB for flexible schema: - In-memory caching with 5-minute TTL - Methods for getting favorites/problematic users - GDPR-compliant delete functionality 4. **`index.ts`** - Main module entry point with high-level API ### Modified Files - **`src/index.ts`** - Added psychology module initialization - **`src/arbiter/index.ts`** - Integrated non-blocking profile processing on every message - **`src/arbiter/respond.ts`** - Added profile context to response generation - **`src/claude/promptBuilder.ts`** - Added profile contex [2025-12-14 01:02] omega [bot]: ✅ **Session Completed** ID: `sess-mj4z861y-s7ug99` Duration: 43m 49s Remaining sessions: 0 Summary: Implement a system to analyze user interactions and build psychological profiles based on predefined metrics and AI algorithms. [2025-12-14 01:02] omega [bot]: ⏳ **Restart Requested** Reason: Code merged to main: Implement a system to analyze user interactions and build psychological profiles based on predefined metrics and AI algorithms. Requested by: ajaxdavis No active sessions, executing immediately... [2025-12-14 01:02] omega [bot]: 🚀 **Executing Restart** Reason: Code merged to main: Implement a system to analyze user interactions and build psychological profiles based on predefined metrics and AI algorithms. [2025-12-14 01:02] omega [bot]: 🔄 **Restarting Now** Reason: Code merged to main: Implement a system to analyze user interactions and build psychological profiles based on predefined metrics and AI algorithms. The bot will be back online shortly... [2025-12-14 01:02] ajaxdavis: omega create a page to browse the profiles of people on the nextjs, include all the detail [2025-12-14 01:17] omega [bot]: 🟢 **Bot Online** Started at: 2025-12-14T01:17:24.739Z Ready to accept requests!
Facts in this context
Grouped by subject. Each subject links to its full article.
Msg 135 factsex:msg-1
| claimsFileContains | Big Five Personality Traits Definition |
| claimsFileContains | Vad Sentiment Model Definition |
| claimsFileContains | Communication Style Indicators |
| claimsFileContains | Affinity Scoring System |
| claimsFileFeature | In Memory Caching With 5 Minute Ttl |
| claimsFileFunction | Gdpr Compliant Delete Functionality |
| claimsFileFunction | Analyzing Messages for Big Five Signals |
| claimsFileFunction | Calculating Sentiment and Affinity Impact |
| claimsFileFunction | Detecting Notable Behaviors |
| claimsFileFunction | Using Exponential Decay for Trait Updates |
| claimsFileRole |