darwin-skill
Skill3 starsChanged 11 days agoNo licenceView on GitHub
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 judge agents for blind evaluation, validates improvements through test prompts with auto-break on diminishing returns, and generates visual result cards. Use when user mentions \"优化skill\", \"skill评分\", \"自动优化\", \"auto optimize\", \"skill质量检查\", \"达尔文\", \"darwin\", \"帮我改改skill\", \"skill怎么样\", \"提升skill质量\", \"skill review\", \"skill打分\".
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15 other projects use a version of this, 13 of them edited.
Adopted by
Most recently taken up by
- cjh-solver/MathModeling-Skills-Arsenaledited, first seen Nov 8, 2026
- joe-qai/qa-skillsedited, first seen Nov 8, 2026
- hua695/MathModeling-Skills-Arsenaledited, first seen Oct 25, 2026
- kingxiaozhe/cm-workflowedited, first seen Oct 20, 2026
- michoney/hermes-skillsedited, first seen Oct 17, 2026
- leishifu666/skillstheir own version, first seen Oct 9, 2026
Used with
Projects with it also use huashu-nuwa and humanizer-zh.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
treemanzSkillhuashu-nuwa
女娲造人：输入人名/主题/甚至只是模糊需求，自动深度调研→思维框架提炼→生成可运行的人物Skill。 两种入口：(1)明确人名→直接蒸馏 (2)模糊需求→诊断推荐→再蒸馏。 触发词：「造skill」「蒸馏XX」「女娲」「造人」「XX的思维方式」「做个XX视角」「更新XX的skill」。 模糊需求也触发：「我想提升决策质量」「有没有一种思维方式能帮我...」「我需要一个思维顾问」。
Also in 3 projects that use this
huangservaSkillhumanizer-zh
Also in 3 projects that use this
Other versions15 projects use a version of this.
Word for word · 1
- alchaincyf/darwin-skill★ 6.1k100% same
Edited · 13
- HHU3637kr/skills★ 14674% same
- kingxiaozhe/cm-workflow★ 9793% same
- joe-qai/qa-skills★ 3065% same
- ChouChiu/heya-skill★ 2093% same
- cjh-solver/MathModeling-Skills-Arsenal★ 1476% same
- hua695/MathModeling-Skills-Arsenal★ 1276% same
- liumeixin/hermes-skills★ 465% same
- michoney/hermes-skills★ 4100% same
- xigua0626/darwin-skill-public★ 392% same
- rshawn0307-maker/rshawn-skills★ 199% same
3 more not listed
Wrote their own version · 1
- leishifu666/skills★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository27 other files it gives its agents.
- answer-me-with-htmlSkill
- architecture-diagramSkill
- brainstormingSkill
- cleanupSkill
- codebase-designSkill
- code-reviewSkill
- docxSkill
- domain-modelingSkill
- eli5Skill
- keqian-methodSkill
- xuefeng-methodSkill
- grillingSkill
- grill-with-docsSkill
- guizang-ppt-skillSkill
- guizang-social-card-skillSkill
- handoffSkill
- improve-codebase-architectureSkill
- note-slidesSkill
- npm-name-claimSkill
- pdfSkill
- remotion-best-practicesSkill
- retroSkill
- teachSkill
- wechat-draftSkill
- writing-for-agentsSkill
- writing-plansSkill
- xlsxSkill
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