# Meta Agent Evolution

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Diego Martinez](https://cerebralvalley.ai/u/tmogeid)
- **GitHub:** https://github.com/tmogeid/meta-agent-evolution
- **Demo video:** https://youtu.be/hIjtG3_zfCo
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3971

Meta Agent Evolution is an open-source system designed to make AI coding agents more reliable through continuous observation and human-supervised improvement.

Integrated with OpenCode through the Model Context Protocol (MCP), it records execution events, detects recurring failure patterns across sessions, and creates evidence-backed proposals for improving agents, prompts, and skills.

The system uses Node.js, JSONL, SQLite, and a dedicated WatcherRunner. Proposed changes remain pending until a human reviews them; nothing is automatically applied.

The project was inspired by my earlier personal experiments, Task Observer and Skill Prompt Evolution, but was developed as a separate implementation for this hackathon without reusing their source code or Git history.

The current prototype demonstrates event collection, pattern analysis, persistent pending proposals, and a supervised review workflow. Specific AI-generated code improvements remain under development.

## More from Meta Global AI Developer Hackathon

- [SkyLInk](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3968)
- [HomeMind](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3969)
- [Felipe Morales](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3970)
- [Second Ear](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3972)
- [Vibe Doc](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3973)
- [Ginjikoibito](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3974)

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