Darwin Skill
作者 alchaincyf8a8b66258e3c无许可证6.2K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库2周前更新
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".
仅公开文件列表。将技能安装到工作区后即可查看文件内容。
| 路径 | 大小 | 类型 |
|---|---|---|
| assets/aso-hero.png | 54.6 KB | image/png |
| assets/banner-check.png | 35 KB | image/png |
| assets/banner-en-check.png | 31.7 KB | image/png |
| assets/banner-en.svg | 6.2 KB | text/plain |
| assets/banner.svg | 5.3 KB | text/plain |
| assets/chart-loop-en.html | 6.9 KB | text/plain |
| assets/chart-loop-en.png | 22.6 KB | image/png |
| assets/chart-loop.html | 8.6 KB | text/plain |
| assets/chart-loop.png | 24.6 KB | image/png |
| assets/chart-phases-en.html | 4.3 KB | text/plain |
| assets/chart-phases-en.png | 29.2 KB | image/png |
| assets/chart-phases.html | 4.3 KB | text/plain |
| assets/chart-phases.png | 30.6 KB | image/png |
| assets/chart-ratchet-en.html | 7.3 KB | text/plain |
| assets/chart-ratchet-en.png | 21.7 KB | image/png |
| assets/chart-ratchet.html | 7.4 KB | text/plain |
| assets/chart-ratchet.png | 22.2 KB | image/png |
| assets/chart-rubric-en.html | 8.3 KB | text/plain |
| assets/chart-rubric-en.png | 54.8 KB | image/png |
| assets/chart-rubric.html | 8.2 KB | text/plain |
| assets/chart-rubric.png | 52.9 KB | image/png |
| assets/hero.gif | 2.8 MB | image/gif |
| assets/result-card-example.png | 857.9 KB | image/png |
| docs/index.html | 30.7 KB | text/plain |
| .gitignore | 19 B | text/plain |
| LICENSE | 1.1 KB | text/plain |
| README_EN.md | 12.2 KB | text/markdown |
| README.md | 11.9 KB | text/markdown |
| references/runtime-neutrality.md | 5 KB | text/markdown |
| references/skilllens-evidence.md | 6.5 KB | text/markdown |
| scripts/screenshot.mjs | 3.2 KB | text/plain |
| showcase.html | 30.7 KB | text/plain |
| SKILL.md | 30.7 KB | text/markdown |
| templates/result-card-dark.html | 17.4 KB | text/plain |
| templates/result-card.html | 15.5 KB | text/plain |
| templates/result-card.png | 857.9 KB | image/png |
| templates/result-card-white.html | 11 KB | text/plain |
| test-prompts.json | 1.2 KB | application/json |
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