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Self improving agent

Skill sarveshsea/design-skills/skills/self-improving-agent

Closed-loop learning system — captures errors, corrections, and discoveries into structured logs, promotes recurring patterns to project memory, and extracts reusable skillsFrom its SKILL.md

Install
npx -y skills add sarveshsea/design-skills --skill self-improving-agent

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 6 stars6 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

0.7 KB, 81 tokens by cl100k_base, as published. Nobody here has run it

Improve an agent from evidence

Read the closed-loop learning guide. Capture concrete failures, corrections, and successful recovery steps without storing secrets or unnecessary personal data. Promote only recurring, validated patterns; keep temporary session context out of durable team guidance. Prefer updates to an existing project document or skill over creating overlapping memory. Verify that promoted guidance changes a realistic future task.

What ships with it: 2 files

20.1 KB alongside SKILL.md

references/

Keep looking

Skills are one crate of 326,401. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.