
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. Your AI assistant logs failures, user feedback, and feature requests to .learnings/ directory, creating a continuous improvement system that gets smarter with every interaction.
💡 Perfect for development teams using coding agents. When mistakes happen, they're documented with context and suggested fixes. When users correct the agent or request features, those insights are recorded for future reference and automation.
✨ Promotes important discoveries to project memory files like CLAUDE.md and AGENTS.md, ensuring team-wide knowledge sharing and preventing repeated errors across projects.