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

---

## 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":"Execute with governance","session_id":"agi-session"}'

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

---

## 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** |

---

## 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

---

## Integration

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

---

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