
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.
🚀 Capture mistakes and discoveries automatically. This skill logs errors, corrections, and feature requests to organized markdown files in your project. Your coding agents can then process these learnings into actual fixes, while important insights get promoted to your project memory for future reference.
💡 Perfect when commands fail, users correct you, APIs break, or you discover better approaches. Instead of repeating the same mistakes, build institutional knowledge that makes your agents smarter over time. Every error becomes a learning opportunity.
✨ Structured logging with priorities and metadata means nothing gets lost—just reviewed, prioritized, and acted upon systematically.