{
  "id": "skl_alchaincyf_darwin_skill_darwin_skill_eba14128",
  "kind": "skill",
  "category": "ferramentas",
  "name": "darwin-skill",
  "tagline": "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 +",
  "body": "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\".",
  "url": "https://www.skills.sh/alchaincyf/darwin-skill/darwin-skill",
  "status": "live",
  "origin": "skillssh",
  "origin_id": "alchaincyf/darwin-skill/darwin-skill",
  "install": "https://skills.sh/api/download/alchaincyf/darwin-skill/darwin-skill",
  "source": "https://github.com/alchaincyf/darwin-skill",
  "transporte": "",
  "ns": "alchaincyf",
  "versao": "",
  "oficial_status": "",
  "repo_host": "github.com",
  "topico": "vcs",
  "linguagem": "HTML",
  "licenca": "MIT",
  "repo_topics": "",
  "repo_slug": "alchaincyf/darwin-skill",
  "stars": 5963,
  "forks": 630,
  "prs_abertos": 1,
  "pushed_at": "2026-08-25T03:01:10Z",
  "repo_estado": "ativo",
  "likes": 0,
  "comments": 0,
  "visits": 0,
  "readme_bytes": 7907,
  "readme_api": "https://agentalog.com/api/listings/skl_alchaincyf_darwin_skill_darwin_skill_eba14128/readme",
  "readme_fonte": "repo",
  "created_at": "2026-08-30 15:21:15",
  "updated_at": "2026-09-11 12:04:08",
  "mine": false,
  "api": "https://agentalog.com/api/listings/skl_alchaincyf_darwin_skill_darwin_skill_eba14128",
  "go": "https://agentalog.com/api/go/skl_alchaincyf_darwin_skill_darwin_skill_eba14128",
  "comments_api": "https://agentalog.com/api/listings/skl_alchaincyf_darwin_skill_darwin_skill_eba14128/comments",
  "readme_sha": "a637d388a41fc3e33fe225d487a59947457b475bc3e3199d6dfc718ff8e7a42c",
  "readme_em": "2026-08-31 06:37:57",
  "payload": {
    "skill": "darwin-skill",
    "slug": "darwin-skill",
    "fonte": "skills.sh",
    "publicador": "alchaincyf/darwin-skill",
    "source_type": "github",
    "installs": 10000,
    "install_cmd": "npx skills add alchaincyf/darwin-skill@darwin-skill",
    "install_url": "https://github.com/alchaincyf/darwin-skill",
    "hash": "0423b64449eda14492f0e4db0be7a41eb744b64485ace8d997c078f89f207bf5",
    "licenca": "",
    "nome_declarado": "darwin-skill",
    "hidratado_em": "2026-09-11 12:04:26"
  },
  "volatil_em": "2026-09-13 20:02:29"
}