{
  "name": "language-engineer",
  "title": "language engineer",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
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    "isco_group": "2152",
    "onet_soc": "17-2072.00",
    "crosswalk_match": "manual nearest via ISCO 2152 (Electronics Engineers, Except Computer)"
  },
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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": 0,
    "dwas": 0,
    "skills_essential": 21,
    "skills_optional": 23,
    "software": 0
  },
  "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
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      "JuliusBrussee/caveman": {
        "repo": "https://github.com/JuliusBrussee/caveman",
        "commit": "0d95a81",
        "license": "MIT",
        "skills": 1
      },
      "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
      },
      "foryourhealth111-pixel/Vibe-Skills": {
        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
        "commit": "34429a8",
        "license": "Apache-2.0",
        "skills": 7
      },
      "K-Dense-AI/claude-scientific-skills": {
        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 8
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      "K-Dense-AI/scientific-agent-skills": {
        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 8
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 12
      },
      "rohitg00/skillkit": {
        "repo": "https://github.com/rohitg00/skillkit",
        "commit": "d2e5c34",
        "license": "Apache-2.0",
        "skills": 1
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      "code-yeongyu/oh-my-openagent": {
        "repo": "https://github.com/code-yeongyu/oh-my-openagent",
        "commit": "b19f652",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
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      "a5c-ai/babysitter": {
        "repo": "https://github.com/a5c-ai/babysitter",
        "commit": "44a5d58b",
        "license": "MIT",
        "skills": 7
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      "aaron-he-zhu/aaron-marketing-skills": {
        "repo": "https://github.com/aaron-he-zhu/aaron-marketing-skills",
        "commit": "b7b0b9f",
        "license": "Apache-2.0",
        "skills": 1
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      "rsmdt/the-startup": {
        "repo": "https://github.com/rsmdt/the-startup",
        "commit": "ff6a0be",
        "license": "MIT",
        "skills": 1
      },
      "MohamedAbdallah-14/unslop": {
        "repo": "https://github.com/MohamedAbdallah-14/unslop",
        "commit": "5af59d9",
        "license": "MIT",
        "skills": 1
      },
      "jabrena/plinth": {
        "repo": "https://github.com/jabrena/plinth",
        "commit": "065eae8",
        "license": "Apache-2.0",
        "skills": 1
      },
      "basicmachines-co/basic-memory": {
        "repo": "https://github.com/basicmachines-co/basic-memory",
        "commit": "53da71c",
        "license": "custom (see upstream LICENSE)",
        "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": 1
      },
      "affaan-m/everything-claude-code": {
        "repo": "https://github.com/affaan-m/everything-claude-code",
        "commit": "ed38744",
        "license": "MIT",
        "skills": 1
      },
      "nWave-ai/nWave": {
        "repo": "https://github.com/nWave-ai/nWave",
        "commit": "1d0f13c",
        "license": "MIT",
        "skills": 2
      },
      "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
      },
      "harperreed/dotfiles": {
        "repo": "https://github.com/harperreed/dotfiles",
        "commit": "6b5ced1",
        "license": "MIT",
        "skills": 1
      },
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        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
        "commit": "673da1f",
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        "skills": 3
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        "repo": "https://github.com/rampstackco/claude-skills",
        "commit": "bc6d961",
        "license": "MIT",
        "skills": 2
      },
      "ljagiello/ctf-skills": {
        "repo": "https://github.com/ljagiello/ctf-skills",
        "commit": "d19f35f",
        "license": "MIT",
        "skills": 1
      },
      "samber/cc-skills-golang": {
        "repo": "https://github.com/samber/cc-skills-golang",
        "commit": "4881c01",
        "license": "MIT",
        "skills": 1
      },
      "fcakyon/claude-codex-settings": {
        "repo": "https://github.com/fcakyon/claude-codex-settings",
        "commit": "44b7c00",
        "license": "Apache-2.0",
        "skills": 1
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      "jeremylongshore/claude-code-plugins-plus-skills": {
        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
        "commit": "e112938a",
        "license": "MIT",
        "skills": 1
      }
    },
    "total_skills": 80,
    "tiers": {
      "core": 78,
      "adjacent": 2
    }
  },
  "provenance": {
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      "onet": 96,
      "jobads": 0,
      "wiki_ai": 0,
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      "ai_skills": 156,
      "stackx": 0
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      "onet": 31.8,
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      "stackx": 0.0
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    "method": "content items per source category"
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  "collar": "white",
  "computer_work": true
}