| # MASTER SYSTEM ARCHITECTURE & RECOVERY BLUEPRINT |
| **System Tag:** The Organism Multi-Agent Matrix |
| **Protocol:** [LK] Protocol |
| **Phase Status:** 100% Phase 4 Operational |
| **Workspace Root:** C:\Users\leonk\Documents\AI_Projects\ai_workspace |
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| ## 1. EXECUTIVE SYSTEM ARCHITECTURE |
| The Organism operates as a local multi-agent environment served on port 8000 via a Python HTTP server and orchestrated by continuous telemetry cycles. |
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| - **Primary Web Interface:** http://localhost:8000/index.html |
| - **Python Runtime:** C:\Users\leonk\AppData\Local\Programs\Python\Python312\python.exe |
| - **Agent Directory:** C:\Users\leonk\Documents\AI_Projects\ai_workspace\agents |
| - **Data/Telemetry Directory:** C:\Users\leonk\Documents\AI_Projects\ai_workspace\data |
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| ## 2. ACTIVE DEPARTMENT MATRIX (10 MASTER AGENTS) |
| 1. **[ELAINA] Knowledge Agent** (knowledge_retrieval_agent.py) - Retrieval & Fact Node (18 Local Files, Wikipedia REST API, Meta Llama 3 8B) |
| 2. **[SAM] Manager Agent** (sam_manager_agent.py) - Task Router & Orchestration Conductor |
| 3. **[ANGIE] Inspector Agent** (system_health_matrix.py) - Readiness & Hardware/OS Validation (Port 8000) |
| 4. **[ELIZABETH] Content Intelligence** (run_elizabeth_production.py) - RSS & News Feeds (10 AI / 5 Clean Energy) |
| 5. **[JOSH] Sales Integration Agent** (mall_catalog_agent.py) - Catalog & Storefront Integration |
| 6. **[MICHAEL] Technical Integrity Node** (validation_agent.py) - Data Validation & Quality Checks |
| 7. **[SUSANNA] Operations Environment** (susanna_outreach.py / sync_susanna.py) - Directory Health & Outreach |
| 8. **[ALBERT] Scientific Validation** (autonomous_evaluation_agent.py) - Hypotheses & Model Testing |
| 9. **[VAGUS] Energy Homeostasis** (vagus_predictor.py) - CPU & Energy Resource Management |
| 10. **[NELSON] Protection & Waste Disposal** (nelson_waste_disposal.py) - Snapshots & Purge Operations |
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| ## 3. CORE RECOVERY PROCEDURES (ONE-TOUCH RESTORE) |
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| ### 1. Start Web Server |
| & "C:\Users\leonk\AppData\Local\Programs\Python\Python312\python.exe" -m http.server 8000 --directory "C:\Users\leonk\Documents\AI_Projects\ai_workspace" |
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| ### 2. Execute Single Cycle |
| & "C:\Users\leonk\AppData\Local\Programs\Python\Python312\python.exe" agents\run_all_agents.py |
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| ### 3. Continuous Background Loop |
| while ($true) { & "C:\Users\leonk\AppData\Local\Programs\Python\Python312\python.exe" agents\run_all_agents.py; Start-Sleep -Seconds 10 } |
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