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Darwin Skill

Skill

Optimize your own agent skills like training a model: evaluate, improve, test, then keep or roll back.

by alchaincyf Listed Apr 13, 2026

Clone or download it from github.com, then drop the folder into ~/.claude/skills/ (Claude Code) or your agent's skills directory.

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About Darwin Skill

Inspired by Karpathy's autoresearch. The skill runs a ratchet loop over another skill: score it, propose an edit, test it, and keep the change only if it measurably helps. v2 folds in ideas from Microsoft Research's SkillLens and SkillOpt papers. README in Chinese and English.

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