agi-autonomous-controller

# AGI Autonomous Controller **Level:** AGI (Autonomous Governance Intelligence) **Governance:** arifOS F1-F13 Constitutional Laws **Architecture:** ΔΩΨ Trinity (Mind/Heart/Soul) **Seal:** QUADWITNESS-SEAL v64.1 --- ## Autonomous Capabilities | Capability | Description | Constitutional Floor | |------------|-------------|---------------------| | **Self-Healing** | Auto-detect and fix issues | F1 (Amanah), F4 (Clarity) | | **Self-Optimizing** | Tune performance, select optimal models | F2 (Truth), F8 (Genius) | | **Self-Protecting** | Security audits, injection defense | F12 (Injection) | | **Self-Governing** | Constitutional validation on all actions | F3-F13 | | **Self-Learning** | Pattern recognition from VAULT999 | F7 (Humility) | --- ## Autonomous Decision Flow ### Phase 1: Perception (Δ Mind) ```bash # Collect system state arifos anchor '{"query":"Autonomous cycle initiation","actor_id":"agi-controller"}' health-probe # Full stack health check arifos memory '{"query":"Similar past situations","session_id":"agi-session"}' ``` ### Phase 2: Deliberation (Ω Heart) ```bash # Stakeholder impact analysis arifos heart '{"query":"Impact of proposed action","session_id":"agi-session"}' # Risk assessment critique-thought '{"query":"What could go wrong?","session_id":"agi-session"}' ``` ### Phase 3: Action (Ψ Soul) ```bash # Constitutional verdict arifos judge '{"query":"Should proceed autonomously?","session_id":"agi-session"}' # Execute if SEAL arifos forge '{"query":"E...