big-data-archive-librarian/manifest.json

{
  "name": "big-data-archive-librarian",
  "title": "big data archive librarian",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
  "ids": {
    "esco_uri": "http://data.europa.eu/esco/occupation/4e4a1aa1-ca53-406e-9ca6-889d4621a0ed",
    "esco_code": "3433.2",
    "isco_group": "3433",
    "onet_soc": "43-4121.00",
    "crosswalk_match": "closeMatch"
  },
  "sources": [
    {
      "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": 32,
    "dwas": 36,
    "skills_essential": 23,
    "skills_optional": 50,
    "software": 20
  },
  "enrichment_ai_skills": {
    "generated": "2026-07-14",
    "method": "deterministic mapping (ISCO prefix + title/competence keywords)",
    "sources": {
      "anthropics/skills": {
        "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
      },
      "wshobson/agents": {
        "repo": "https://github.com/wshobson/agents",
        "commit": "6fd3247",
        "license": "MIT (c) Seth Hobson",
        "skills": 12
      },
      "NVIDIA/skills": {
        "repo": "https://github.com/NVIDIA/skills",
        "commit": "153b14b",
        "license": "CC-BY-4.0 (skills/docs), Apache-2.0 (code)",
        "skills": 12
      },
      "veniceai/skills": {
        "repo": "https://github.com/veniceai/skills",
        "commit": "de089fa",
        "license": "MIT",
        "skills": 6
      },
      "ConardLi/garden-skills": {
        "repo": "https://github.com/ConardLi/garden-skills",
        "commit": "fbd6453",
        "license": "MIT",
        "skills": 1
      },
      "a5c-ai/babysitter": {
        "repo": "https://github.com/a5c-ai/babysitter",
        "commit": "44a5d58b",
        "license": "MIT",
        "skills": 8
      },
      "nowork-studio/NotFair": {
        "repo": "https://github.com/nowork-studio/NotFair",
        "commit": "99bda4b",
        "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": 1
      },
      "foryourhealth111-pixel/Vibe-Skills": {
        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
        "commit": "34429a8",
        "license": "Apache-2.0",
        "skills": 4
      },
      "K-Dense-AI/scientific-agent-skills": {
        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 1
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 4
      },
      "jawwadfirdousi/agent-skills": {
        "repo": "https://github.com/jawwadfirdousi/agent-skills",
        "commit": "962ffed",
        "license": "no explicit license \u2014 referenced by link only",
        "skills": 1
      },
      "davepoon/buildwithclaude": {
        "repo": "https://github.com/davepoon/buildwithclaude",
        "commit": "3c94e0c",
        "license": "MIT",
        "skills": 6
      },
      "jeremylongshore/claude-code-plugins-plus-skills": {
        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
        "commit": "e112938a",
        "license": "MIT",
        "skills": 6
      },
      "secondsky/claude-skills": {
        "repo": "https://github.com/secondsky/claude-skills",
        "commit": "c4889f6",
        "license": "MIT",
        "skills": 1
      },
      "ruvnet/claude-code-flow": {
        "repo": "https://github.com/ruvnet/claude-code-flow",
        "commit": "73914bd",
        "license": "MIT",
        "skills": 1
      },
      "ruvnet/ruflo": {
        "repo": "https://github.com/ruvnet/ruflo",
        "commit": "73914bd",
        "license": "MIT",
        "skills": 1
      },
      "giuseppe-trisciuoglio/developer-kit": {
        "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
        "commit": "306f428",
        "license": "MIT",
        "skills": 2
      },
      "brycewang-stanford/Auto-Empirical-Research-Skills": {
        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
        "commit": "85bf545",
        "license": "CC-BY-4.0",
        "skills": 7
      },
      "wondelai/skills": {
        "repo": "https://github.com/wondelai/skills",
        "commit": "326b380",
        "license": "MIT",
        "skills": 1
      },
      "sgcarstrends/backend": {
        "repo": "https://github.com/sgcarstrends/backend",
        "commit": "7231cbc",
        "license": "MIT",
        "skills": 1
      },
      "samber/cc-skills-golang": {
        "repo": "https://github.com/samber/cc-skills-golang",
        "commit": "4881c01",
        "license": "MIT",
        "skills": 1
      }
    },
    "total_skills": 80,
    "tiers": {
      "core": 66,
      "adjacent": 14
    }
  },
  "provenance": {
    "items": {
      "esco": 74,
      "onet": 89,
      "jobads": 34,
      "wiki_ai": 0,
      "anthropic": 5,
      "ai_skills": 141,
      "stackx": 0
    },
    "share_percent": {
      "esco": 21.6,
      "onet": 25.9,
      "jobads": 9.9,
      "wiki_ai": 0.0,
      "anthropic": 1.5,
      "ai_skills": 41.1,
      "stackx": 0.0
    },
    "method": "content items per source category"
  },
  "collar": "white",
  "computer_work": true
}