{
  "name": "aviation-data-communications-manager",
  "title": "aviation data communications manager",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
  "ids": {
    "esco_uri": "http://data.europa.eu/esco/occupation/591c5063-69ce-4551-ba60-e2304111130f",
    "esco_code": "3513.1",
    "isco_group": "3513",
    "onet_soc": "11-3021.00",
    "crosswalk_match": "manual nearest via ISCO 3513 (Computer and Information Systems Managers)"
  },
  "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": 0,
    "dwas": 0,
    "skills_essential": 13,
    "skills_optional": 2,
    "software": 0
  },
  "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": 8
      },
      "obra/superpowers": {
        "repo": "https://github.com/obra/superpowers",
        "commit": "d884ae0",
        "license": "MIT (c) Jesse Vincent",
        "skills": 12
      },
      "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
      },
      "coreyhaines31/marketingskills": {
        "repo": "https://github.com/coreyhaines31/marketingskills",
        "commit": "33218ff",
        "license": "MIT",
        "skills": 5
      },
      "resend/resend-skills": {
        "repo": "https://github.com/resend/resend-skills",
        "commit": "2caefff",
        "license": "MIT",
        "skills": 5
      },
      "jeremylongshore/claude-code-plugins-plus-skills": {
        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
        "commit": "e112938a",
        "license": "MIT",
        "skills": 9
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 2
      },
      "softaworks/agent-toolkit": {
        "repo": "https://github.com/softaworks/agent-toolkit",
        "commit": "3027f20",
        "license": "MIT",
        "skills": 1
      },
      "sanjay3290/ai-skills": {
        "repo": "https://github.com/sanjay3290/ai-skills",
        "commit": "3619692",
        "license": "Apache-2.0",
        "skills": 2
      },
      "fcakyon/claude-codex-settings": {
        "repo": "https://github.com/fcakyon/claude-codex-settings",
        "commit": "44b7c00",
        "license": "Apache-2.0",
        "skills": 1
      },
      "davepoon/buildwithclaude": {
        "repo": "https://github.com/davepoon/buildwithclaude",
        "commit": "3c94e0c",
        "license": "MIT",
        "skills": 4
      },
      "brycewang-stanford/Auto-Empirical-Research-Skills": {
        "repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
        "commit": "85bf545",
        "license": "CC-BY-4.0",
        "skills": 1
      },
      "expo/skills": {
        "repo": "https://github.com/expo/skills",
        "commit": "ca4f034",
        "license": "MIT",
        "skills": 1
      },
      "basicmachines-co/basic-memory": {
        "repo": "https://github.com/basicmachines-co/basic-memory",
        "commit": "53da71c",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
      },
      "rohitg00/skillkit": {
        "repo": "https://github.com/rohitg00/skillkit",
        "commit": "d2e5c34",
        "license": "Apache-2.0",
        "skills": 1
      },
      "mukul975/Anthropic-Cybersecurity-Skills": {
        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
        "commit": "673da1f",
        "license": "Apache-2.0",
        "skills": 2
      },
      "metalbear-co/skills": {
        "repo": "https://github.com/metalbear-co/skills",
        "commit": "fd788cc",
        "license": "MIT",
        "skills": 1
      }
    },
    "total_skills": 80,
    "tiers": {
      "core": 31,
      "adjacent": 49
    }
  },
  "provenance": {
    "items": {
      "esco": 16,
      "onet": 219,
      "jobads": 0,
      "wiki_ai": 0,
      "anthropic": 11,
      "ai_skills": 123,
      "stackx": 0
    },
    "share_percent": {
      "esco": 4.3,
      "onet": 59.3,
      "jobads": 0.0,
      "wiki_ai": 0.0,
      "anthropic": 3.0,
      "ai_skills": 33.3,
      "stackx": 0.0
    },
    "method": "content items per source category"
  },
  "collar": "white",
  "computer_work": true
}