self-improving-agent

Project learning capture works by logging command failures and user corrections into structured markdown files like .learnings/ERRORS.md. This systematically organizes insights to prevent repeating mistakes and improve team workflows over time.

You promote project learnings into shared agent guidance using optional hooks that elevate significant insights. This systematically influences future agent behavior across tasks by integrating captured knowledge directly into the workflow.

Yes, you can use structured markdown entries for team collaboration and knowledge capture. The Skill utilizes structured markdown files to organize project learnings, enabling teams to systematically review and leverage shared knowledge.

You review existing process improvements by checking captured learnings before starting a task. This prevents repeating past mistakes by ensuring the team consults the organized knowledge base prior to initiating new work.

Yes, systematic learning capture works without external dependencies. The Skill relies entirely on structured markdown entries and optional hooks, allowing teams to implement project learning and error logging natively.