---
name: future-agi-self-healing-engine
description: Future AGI Self-Healing Agent Engine, Adversarial Persona Simulation, OTel Span Tracing & Automated Guardrail Patch Synthesizer for all coding agents on Igor's Mac.
trigger: ["future-agi", "self-healing", "simulation", "adversarial-persona", "trace-patch", "evals"]
---

# Future AGI Self-Healing Agent Engine & 6-in-1 Simulation Platform

Steals the top high-ROI breakthroughs from Future AGI (`github.com/future-agi/future-agi`):

1. **Adversarial Persona Simulation**:
   - Stress-tests multi-turn agent workflows against adversarial, high-entropy, and malicious user personas before live deployment.

2. **Self-Healing Patch Synthesizer**:
   - Harvests runtime failure traces (OpenTelemetry spans) and clusters failure patterns to synthesize automatic prompt and deterministic firewall patches.

3. **Multi-Metric Evaluation Matrix**:
   - Benchmarks groundedness, tool-use correctness, PII prevention, and semantic drift.

## CLI Usage

```bash
# Run test suite
node tests/test-future-agi-self-healing-engine.js

# Test simulation & self-healing patch engine
node tools/future-agi-self-healing-engine.js
```