self-improving-agent - Log errors and learnings for continuous improvement
Captures command failures, user corrections, feature requests, and best practices in markdown files for later review and promotion.
Tags
Updated: 2026-10-19Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Initialize learning files
- Log command failures
- Record user corrections
- Capture feature requests
- Promote reusable learnings
- Share sanitized learnings
Inputs
- Project or workspace root
- Command failure details
- User corrections
- Feature requests
- Improved approaches
- Session history
Outputs
- .learnings/LEARNINGS.md
- .learnings/ERRORS.md
- .learnings/FEATURE_REQUESTS.md
- Updated workspace guidance files
- Cross-session learning messages
Requirements
- Filesystem write access
- Markdown file access
- OpenClaw environment for OpenClaw features
- Explicit user consent for cross-session sharing