Darwin Skill
by alchaincyf8a8b66258e3cNo license6.2K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 2 weeks ago
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".
Only the file list is public. File contents are available once the skill is installed in a workspace.
| Path | Size | Type |
|---|---|---|
| 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 |
Source and attribution
Source:alchaincyf/darwin-skillat commit8a8b662
License: No license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
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