{
  "name": "business-lecturer",
  "title": "business lecturer",
  "version": "0.1.0",
  "layer": "core",
  "language": "en",
  "generated": "2026-07-07",
  "ids": {
    "esco_uri": "http://data.europa.eu/esco/occupation/30058b71-fe16-45ea-a2b8-d5461c706372",
    "esco_code": "2310.1.7",
    "isco_group": "2310",
    "onet_soc": "25-1011.00",
    "crosswalk_match": "exactMatch"
  },
  "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": 25,
    "dwas": 29,
    "skills_essential": 30,
    "skills_optional": 57,
    "software": 29
  },
  "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": 3
      },
      "mohitagw15856/pm-claude-skills": {
        "repo": "https://github.com/mohitagw15856/pm-claude-skills",
        "commit": "876fa30",
        "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": 4
      },
      "davila7/claude-code-templates": {
        "repo": "https://github.com/davila7/claude-code-templates",
        "commit": "fa79251",
        "license": "MIT",
        "skills": 4
      },
      "K-Dense-AI/claude-scientific-skills": {
        "repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 3
      },
      "K-Dense-AI/scientific-agent-skills": {
        "repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
        "commit": "4d97e29",
        "license": "MIT",
        "skills": 3
      },
      "a5c-ai/babysitter": {
        "repo": "https://github.com/a5c-ai/babysitter",
        "commit": "44a5d58b",
        "license": "MIT",
        "skills": 3
      },
      "AIDevGTM/gtm-cofounder": {
        "repo": "https://github.com/AIDevGTM/gtm-cofounder",
        "commit": "627d901",
        "license": "MIT",
        "skills": 1
      },
      "nexu-io/open-design": {
        "repo": "https://github.com/nexu-io/open-design",
        "commit": "4b66023",
        "license": "Apache-2.0",
        "skills": 12
      },
      "pedrohcgs/claude-code-my-workflow": {
        "repo": "https://github.com/pedrohcgs/claude-code-my-workflow",
        "commit": "be53c12",
        "license": "MIT",
        "skills": 3
      },
      "foryourhealth111-pixel/Vibe-Skills": {
        "repo": "https://github.com/foryourhealth111-pixel/Vibe-Skills",
        "commit": "34429a8",
        "license": "Apache-2.0",
        "skills": 3
      },
      "indranilbanerjee/digital-marketing-pro": {
        "repo": "https://github.com/indranilbanerjee/digital-marketing-pro",
        "commit": "a3d119c",
        "license": "MIT",
        "skills": 1
      },
      "jeremylongshore/claude-code-plugins-plus-skills": {
        "repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
        "commit": "e112938a",
        "license": "MIT",
        "skills": 11
      },
      "infrasity-labs/dev-gtm-claude-skills": {
        "repo": "https://github.com/infrasity-labs/dev-gtm-claude-skills",
        "commit": "02cfefb",
        "license": "MIT",
        "skills": 1
      },
      "Paramchoudhary/ResumeSkills": {
        "repo": "https://github.com/Paramchoudhary/ResumeSkills",
        "commit": "74ae19e",
        "license": "MIT",
        "skills": 1
      },
      "AlpacaLabsLLC/skills-for-architects": {
        "repo": "https://github.com/AlpacaLabsLLC/skills-for-architects",
        "commit": "4476576",
        "license": "MIT",
        "skills": 1
      },
      "jezweb/claude-skills": {
        "repo": "https://github.com/jezweb/claude-skills",
        "commit": "e875a6b",
        "license": "MIT",
        "skills": 1
      },
      "nexscope-ai/eCommerce-Skills": {
        "repo": "https://github.com/nexscope-ai/eCommerce-Skills",
        "commit": "56f3288",
        "license": "MIT",
        "skills": 2
      },
      "rohitg00/pro-workflow": {
        "repo": "https://github.com/rohitg00/pro-workflow",
        "commit": "5c313e2",
        "license": "no explicit license \u2014 referenced by link only",
        "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
      },
      "bevibing/tutor-skills": {
        "repo": "https://github.com/bevibing/tutor-skills",
        "commit": "397110c",
        "license": "MIT",
        "skills": 1
      },
      "RoundTable02/tutor-skills": {
        "repo": "https://github.com/RoundTable02/tutor-skills",
        "commit": "397110c",
        "license": "MIT",
        "skills": 1
      },
      "mukul975/Anthropic-Cybersecurity-Skills": {
        "repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
        "commit": "673da1f",
        "license": "Apache-2.0",
        "skills": 1
      },
      "alirezarezvani/claude-skills": {
        "repo": "https://github.com/alirezarezvani/claude-skills",
        "commit": "0241f43",
        "license": "MIT",
        "skills": 1
      },
      "affaan-m/everything-claude-code": {
        "repo": "https://github.com/affaan-m/everything-claude-code",
        "commit": "ed38744",
        "license": "MIT",
        "skills": 1
      },
      "FlorianBruniaux/claude-code-ultimate-guide": {
        "repo": "https://github.com/FlorianBruniaux/claude-code-ultimate-guide",
        "commit": "5395214",
        "license": "custom (see upstream LICENSE)",
        "skills": 1
      },
      "luongnv89/claude-howto": {
        "repo": "https://github.com/luongnv89/claude-howto",
        "commit": "a645ffe",
        "license": "MIT",
        "skills": 1
      },
      "zebbern/claude-code-guide": {
        "repo": "https://github.com/zebbern/claude-code-guide",
        "commit": "d2c5280",
        "license": "MIT",
        "skills": 1
      },
      "anthropics/claude-plugins-official": {
        "repo": "https://github.com/anthropics/claude-plugins-official",
        "commit": "ba1611e",
        "license": "Apache-2.0",
        "skills": 1
      },
      "TakaGoto/rag-learning-academy": {
        "repo": "https://github.com/TakaGoto/rag-learning-academy",
        "commit": "4af45ee",
        "license": "MIT",
        "skills": 1
      },
      "vibeeval/vibecosystem": {
        "repo": "https://github.com/vibeeval/vibecosystem",
        "commit": "cea9462",
        "license": "MIT",
        "skills": 1
      },
      "giuseppe-trisciuoglio/developer-kit": {
        "repo": "https://github.com/giuseppe-trisciuoglio/developer-kit",
        "commit": "306f428",
        "license": "MIT",
        "skills": 1
      },
      "JuneYaooo/nihaisha-nishi-tcm": {
        "repo": "https://github.com/JuneYaooo/nihaisha-nishi-tcm",
        "commit": "99d14b0",
        "license": "no explicit license \u2014 referenced by link only",
        "skills": 1
      },
      "wondelai/skills": {
        "repo": "https://github.com/wondelai/skills",
        "commit": "326b380",
        "license": "MIT",
        "skills": 1
      },
      "avelikiy/great_cto": {
        "repo": "https://github.com/avelikiy/great_cto",
        "commit": "4fe1e39",
        "license": "MIT",
        "skills": 1
      },
      "anbeime/skill": {
        "repo": "https://github.com/anbeime/skill",
        "commit": "ddad607",
        "license": "no explicit license \u2014 referenced by link only",
        "skills": 1
      },
      "rampstackco/claude-skills": {
        "repo": "https://github.com/rampstackco/claude-skills",
        "commit": "bc6d961",
        "license": "MIT",
        "skills": 1
      }
    },
    "total_skills": 80,
    "tiers": {
      "core": 77,
      "adjacent": 3
    }
  },
  "provenance": {
    "items": {
      "esco": 88,
      "onet": 84,
      "jobads": 77,
      "wiki_ai": 0,
      "anthropic": 6,
      "ai_skills": 185,
      "stackx": 0
    },
    "share_percent": {
      "esco": 20.0,
      "onet": 19.1,
      "jobads": 17.5,
      "wiki_ai": 0.0,
      "anthropic": 1.4,
      "ai_skills": 42.0,
      "stackx": 0.0
    },
    "method": "content items per source category"
  },
  "collar": "white",
  "computer_work": true
}