agi-autonomous-controller

name	agi-autonomous-controller
description	AGI-level autonomous controller — self-healing, self-optimizing, constitutionally governed by arifOS F1-F13
user-invocable	true
type	flow

AGI Autonomous Controller

Level: AGI (Autonomous Governance Intelligence)
Governance: arifOS F1-F13 Constitutional Floors
Architecture: ΔΩΨ Trinity (Mind/Heart/Soul)
Seal: QUADWITNESS-SEAL v64.1

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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)

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Autonomous Decision Flow

Phase 1: Perception (Δ Mind)

# 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)

# 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)

# Constitutional verdict
arifos judge '{"query":"Should proceed autonomously?","session_id":"agi-session"}'

# Execute if SEAL
arifos forge '{"query":"Execute with governance","session_id":"agi-session"}'

# Commit to ledger
arifos seal '{"query":"Autonomous action complete","session_id":"agi-session"}'

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Self-Healing Matrix

Issue	Detection	Auto-Fix	888_HOLD
Container stopped	health-probe	docker restart	No
High disk usage	Disk check	docker prune	No
Model unresponsive	Model probe	Switch fallback	No
Config drift	doctor --fix	Auto-correct	No
Memory corruption	BGE check	Reindex	No
Security breach	Security audit	Isolate + alert	YES
Data loss risk	Backup check	Pause + alert	YES
Constitutional VOID	Judge verdict	Stop + escalate	YES

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888_HOLD Triggers

1. Irreversible actions (F1 Amanah) - deployments, migrations, deletions
2. Security events (F12 Injection) - breaches, auth failures
3. Constitutional VOID - Judge returns VOID verdict
4. Resource critical - Disk >90%, RAM <1 GiB

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Integration

Kimi Skills: openclaw-doctor, vps-operations, arifos-constitutional, quadwitness-seal OpenClaw Skills: agentic-governance, arifos-mcp-call, health-probe, memory-archivist

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AGI-LEVEL-AUTONOMOUS | QUADWITNESS-SEAL v64.1 🔱💎🧠