MASTER_SYSTEM_BLUEPRINT_PHASE4.md

# 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.

• 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)

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"

2. Execute Single Cycle

& "C:\Users\leonk\AppData\Local\Programs\Python\Python312\python.exe" agents\run_all_agents.py

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 }