{
  "name": "ecologist",
  "title": "ecologist",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
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    "isco_group": "2133",
    "onet_soc": "19-2041.02",
    "crosswalk_match": "closeMatch"
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      "name": "ESCO",
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      "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": {
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    "dwas": 23,
    "skills_essential": 45,
    "skills_optional": 47,
    "software": 26
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  "enrichment_ai_skills": {
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    "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
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      "foryourhealth111-pixel/Vibe-Skills": {
        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
        "commit": "34429a8",
        "license": "Apache-2.0",
        "skills": 12
      },
      "brycewang-stanford/Auto-Empirical-Research-Skills": {
        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
        "commit": "85bf545",
        "license": "CC-BY-4.0",
        "skills": 12
      },
      "K-Dense-AI/claude-scientific-skills": {
        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 12
      },
      "K-Dense-AI/scientific-agent-skills": {
        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 12
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 12
      },
      "fcakyon/claude-codex-settings": {
        "repo": "https://github.com/fcakyon/claude-codex-settings",
        "commit": "44b7c00",
        "license": "Apache-2.0",
        "skills": 1
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      "sanjay3290/ai-skills": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "commit": "3619692",
        "license": "Apache-2.0",
        "skills": 1
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      "zebbern/claude-code-guide": {
        "repo": "https://github.com/zebbern/claude-code-guide",
        "commit": "d2c5280",
        "license": "MIT",
        "skills": 1
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      "claude-world/director-mode-lite": {
        "repo": "https://github.com/claude-world/director-mode-lite",
        "commit": "9d0c333",
        "license": "MIT",
        "skills": 1
      },
      "wanshuiyin/Auto-claude-code-research-in-sleep": {
        "repo": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep",
        "commit": "eb5c9d7",
        "license": "MIT",
        "skills": 2
      },
      "OpenRaiser/NanoResearch": {
        "repo": "https://github.com/OpenRaiser/NanoResearch",
        "commit": "7144364",
        "license": "MIT",
        "skills": 1
      },
      "Orchestra-Research/AI-research-SKILLs": {
        "repo": "https://github.com/Orchestra-Research/AI-research-SKILLs",
        "commit": "773a529",
        "license": "MIT",
        "skills": 2
      },
      "zechenzhangAGI/AI-research-SKILLs": {
        "repo": "https://github.com/zechenzhangAGI/AI-research-SKILLs",
        "commit": "773a529",
        "license": "MIT",
        "skills": 2
      },
      "nexu-io/open-design": {
        "repo": "https://github.com/nexu-io/open-design",
        "commit": "4b66023",
        "license": "Apache-2.0",
        "skills": 2
      },
      "a5c-ai/babysitter": {
        "repo": "https://github.com/a5c-ai/babysitter",
        "commit": "44a5d58b",
        "license": "MIT",
        "skills": 1
      },
      "makenotion/claude-code-notion-plugin": {
        "repo": "https://github.com/makenotion/claude-code-notion-plugin",
        "commit": "9847f2a",
        "license": "no explicit license \u2014 referenced by link only",
        "skills": 1
      },
      "open-gitagent/opengap": {
        "repo": "https://github.com/open-gitagent/opengap",
        "commit": "d7a8e2e",
        "license": "MIT",
        "skills": 1
      },
      "ferdinandobons/startup-skill": {
        "repo": "https://github.com/ferdinandobons/startup-skill",
        "commit": "a5f97c3",
        "license": "MIT",
        "skills": 1
      },
      "rohitg00/pro-workflow": {
        "repo": "https://github.com/rohitg00/pro-workflow",
        "commit": "5c313e2",
        "license": "no explicit license \u2014 referenced by link only",
        "skills": 1
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    },
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    "tiers": {
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      "adjacent": 2
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      "onet": 73,
      "jobads": 71,
      "wiki_ai": 0,
      "anthropic": 5,
      "ai_skills": 135,
      "stackx": 0
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    "method": "content items per source category"
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  "computer_work": true
}