darwin-skill

Optimizes other skills with a ratchet loop that keeps only measured improvements.

Free Development & Engineering ★ 6838
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#109 of 289 skill repos
6.8k GitHub stars
alchaincyf author

// about

Darwin applies Karpathy's autoresearch idea to skill tuning. It scores a skill out of 100 on nine dimensions, picks the weakest one, edits it, and keeps the change only if the score goes up. Otherwise it runs git revert. Version 2.0 added effect-based scoring after two Microsoft Research papers, since a skill with perfect structure can still perform badly. The README is in Chinese.

// how to install
See the repository README for setup instructions.
// works with Claude CodeCodex