{
  "name": "information-manager",
  "title": "information manager",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
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    "esco_uri": "http://data.europa.eu/esco/occupation/3765a20d-5160-4e8f-82f1-ad7872b9db24",
    "esco_code": "2622.1",
    "isco_group": "2622",
    "onet_soc": "29-9021.00",
    "crosswalk_match": "closeMatch"
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    {
      "name": "ESCO",
      "version": "1.2.1",
      "url": "https://esco.ec.europa.eu/"
    },
    {
      "name": "O*NET",
      "version": "30.3",
      "url": "https://www.onetcenter.org/",
      "license": "CC BY 4.0"
    }
  ],
  "attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
  "counts": {
    "tasks": 16,
    "dwas": 22,
    "skills_essential": 17,
    "skills_optional": 13,
    "software": 109
  },
  "enrichment_ai_skills": {
    "generated": "2026-07-14",
    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
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        "repo": "https://github.com/anthropics/skills",
        "commit": "f6656c1",
        "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
        "skills": 2
      },
      "ConardLi/garden-skills": {
        "repo": "https://github.com/ConardLi/garden-skills",
        "commit": "fbd6453",
        "license": "MIT",
        "skills": 1
      },
      "K-Dense-AI/claude-scientific-skills": {
        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 3
      },
      "foryourhealth111-pixel/Vibe-Skills": {
        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
        "commit": "34429a8",
        "license": "Apache-2.0",
        "skills": 3
      },
      "K-Dense-AI/scientific-agent-skills": {
        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 3
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 9
      },
      "a5c-ai/babysitter": {
        "repo": "https://github.com/a5c-ai/babysitter",
        "commit": "44a5d58b",
        "license": "MIT",
        "skills": 6
      },
      "brycewang-stanford/Auto-Empirical-Research-Skills": {
        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
        "commit": "85bf545",
        "license": "CC-BY-4.0",
        "skills": 8
      },
      "ruvnet/claude-code-flow": {
        "repo": "https://github.com/ruvnet/claude-code-flow",
        "commit": "73914bd",
        "license": "MIT",
        "skills": 4
      },
      "ruvnet/ruflo": {
        "repo": "https://github.com/ruvnet/ruflo",
        "commit": "73914bd",
        "license": "MIT",
        "skills": 4
      },
      "basicmachines-co/basic-memory": {
        "repo": "https://github.com/basicmachines-co/basic-memory",
        "commit": "53da71c",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
      },
      "jeremylongshore/claude-code-plugins-plus-skills": {
        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
        "commit": "e112938a",
        "license": "MIT",
        "skills": 8
      },
      "davepoon/buildwithclaude": {
        "repo": "https://github.com/davepoon/buildwithclaude",
        "commit": "3c94e0c",
        "license": "MIT",
        "skills": 11
      },
      "affaan-m/everything-claude-code": {
        "repo": "https://github.com/affaan-m/everything-claude-code",
        "commit": "ed38744",
        "license": "MIT",
        "skills": 2
      },
      "robertguss/claude-skills": {
        "repo": "https://github.com/robertguss/claude-skills",
        "commit": "c31f3be",
        "license": "MIT",
        "skills": 1
      },
      "nowork-studio/NotFair": {
        "repo": "https://github.com/nowork-studio/NotFair",
        "commit": "99bda4b",
        "license": "MIT",
        "skills": 1
      },
      "Chachamaru127/claude-code-harness": {
        "repo": "https://github.com/Chachamaru127/claude-code-harness",
        "commit": "9851b1a",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
      },
      "vibeeval/vibecosystem": {
        "repo": "https://github.com/vibeeval/vibecosystem",
        "commit": "cea9462",
        "license": "MIT",
        "skills": 2
      },
      "alirezarezvani/claude-skills": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "commit": "0241f43",
        "license": "MIT",
        "skills": 2
      },
      "pedrohcgs/claude-code-my-workflow": {
        "repo": "https://github.com/pedrohcgs/claude-code-my-workflow",
        "commit": "be53c12",
        "license": "MIT",
        "skills": 1
      },
      "giuseppe-trisciuoglio/developer-kit": {
        "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
        "commit": "306f428",
        "license": "MIT",
        "skills": 2
      },
      "microsoft/skills": {
        "repo": "https://github.com/microsoft/skills",
        "commit": "dc543aa",
        "license": "MIT",
        "skills": 1
      },
      "samber/cc-skills-golang": {
        "repo": "https://github.com/samber/cc-skills-golang",
        "commit": "4881c01",
        "license": "MIT",
        "skills": 1
      },
      "Orchestra-Research/AI-research-SKILLs": {
        "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs",
        "commit": "773a529",
        "license": "MIT",
        "skills": 1
      },
      "zechenzhangAGI/AI-research-SKILLs": {
        "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs",
        "commit": "773a529",
        "license": "MIT",
        "skills": 1
      },
      "aaron-he-zhu/aaron-marketing-skills": {
        "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills",
        "commit": "b7b0b9f",
        "license": "Apache-2.0",
        "skills": 1
      }
    },
    "total_skills": 80,
    "tiers": {
      "core": 77,
      "adjacent": 3
    }
  },
  "provenance": {
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      "esco": 31,
      "onet": 148,
      "jobads": 114,
      "wiki_ai": 0,
      "anthropic": 5,
      "ai_skills": 153,
      "stackx": 0
    },
    "share_percent": {
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      "onet": 32.8,
      "jobads": 25.3,
      "wiki_ai": 0.0,
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      "ai_skills": 33.9,
      "stackx": 0.0
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    "method": "content items per source category"
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  "collar": "white",
  "computer_work": true
}