self-improving-agent

Captures and maintains learnings, errors, and corrections. Use when a command fails, the user corrects an assumption, a capability is missing, knowledge is outdated, or a better approach is found. Review relevant saved guidance before major tasks, reuse, and promotion; revalidate it according to what could change and how quickly.

Try your first task

Save a useful correction

Start a fresh conversation.

Use the self-improving-agent skill to record the correction I provide in this project's .learnings/LEARNINGS.md with category correction. First ensure the learning directory and log files exist without overwriting existing files. Keep the entry concise and exclude secrets.

Required inputs

The project or workspace root where the learning should be saved.
A correction describing the mistaken assumption and the correct information.

Suggested template by Skill Leaderboard, grounded in the linked source. Task evidence ↗

Inside SKILL.md

494 lines

Section content has not been verified for this skill yet.

Full source remains withheld under the current source-display policy. Read the author’s source ↗