Self Improving Agent
Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory.
🚀 Self-Improving Agent automatically captures errors, corrections, and learnings in organized markdown files. When something goes wrong or you discover a better approach, the skill logs it to .learnings/ so your team can review, fix, and improve continuously without losing valuable insights.
💡 Perfect for coding agents and development teams that want to build institutional knowledge. Errors get tracked for debugging, user corrections become lessons, feature requests get documented, and the best practices get promoted to shared project memory like CLAUDE.md or team guidelines.
✨ Turns every mistake and discovery into actionable intelligence—no manual documentation required. Your agent learns, your team scales faster.
Requirements
No additional requirements.