Darwin Skill
作者 alchaincyf8a8b66258e3c無授權條款6.2K 個星標收錄於 2026年10月8日更新於 2026年10月8日儲存庫2 週前更新
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".
僅公開檔案列表。將技能安裝到工作區後即可檢視檔案內容。
| 路徑 | 大小 | 類型 |
|---|---|---|
| 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 |
更多AI & Agents技能
Ppt Template Creator
anthropics
將使用者的 PowerPoint 範本轉換為可重用的技能，用來產生品牌簡報。
Skill Development
anthropics
指導建立 Claude Code 外掛技能，涵蓋結構、描述、漸進式揭露與驗證。
Plugin Structure
anthropics
說明 Claude Code 外掛的結構、資訊清單與元件配置方式。
Command Development
anthropics
指導建立 Claude Code 斜線命令，涵蓋結構、YAML frontmatter、參數與外掛功能。
Claude Md Improver
anthropics
稽核儲存庫中的 CLAUDE.md 檔案、評估其品質，並在取得核准後套用針對性的改進。
Find Skills
vercel-labs
指導透過 npx skills 命令列工具探索、評估並安裝代理技能。