Updated 1mo ago
by alchaincyf
darwin-skill
达尔文.skill —— 一个让你的Skill无限进化的系统:评估→改进→测试→保留或回滚 | Autoresearch-inspired autonomous skill optimization for Claude Code. Evaluate, improve, test, keep or revert.
6.8k GitHub stars (6,817)
+634 in 30 days
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- 1 skill (1 skills found in its SKILL.md files)
- 706 forks (706 forks)
- 1mo ago last update (Last updated 1mo ago)
Install
Skills CLI
npx skills add alchaincyf/darwin-skill
Asks which agents to install it for. Add -g to install it for every project.
Claude Code
git clone https://github.com/alchaincyf/darwin-skillcp -r "darwin-skill" ~/.claude/skills/darwin-skill
Copies the darwin-skill skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).
Plugin
/plugin marketplace add alchaincyf/darwin-skill
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-gated design + human-in-the-loop checkpoints. Evaluates SKILL.md files using a 9-dimension rubric (structure + effectiveness + meta-skill blacklists), runs hill-climbing with git version control, spawns independent judg…
SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.