self-improving-agent

Turns accumulated project learnings into durable coding rules and reusable skills.

When to use it

Use to review project learnings, promote patterns into rules, extract debugging solutions into skills, or check memory health.

Give it a project whose learnings need curation; it reviews memory and can turn approved patterns into project rules or reusable skills.