- AGENTS.md single source of truth with 51+10 features
- FastAPI backend with 20+ REST endpoints
- 15 skills with self-improvement (eval + learnings)
- Web SPA dashboard with 12 pages
- Agent configs for opencode, Hermes, Gemini CLI
- APScheduler, plugin registry, standards system
- 10 prompt templates, cost analytics, backup/restore
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