# Data provenance — human-resources-manager

Where the content of this skill package comes from, counted by
content items (tasks, competences, tools, evidence entries, curated
knowledge). Rendered live by Gitea:

```mermaid
%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#8e24aa','pie4':'#00acc1','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
pie showData
    title Content sources — human-resources-manager
    "ESCO (occupation & competences)" : 85
    "O*NET (tasks & tools)" : 132
    "External AI skill packs (mapped)" : 13
    "Stack Exchange practitioner Q&A (CC-BY-SA)" : 150
```

| Source | Items | Share | Files |
|---|---|---|---|
| ESCO (occupation & competences) | 85 | 22.4 % | references/profile.md, references/skills.md |
| O*NET (tasks & tools) | 132 | 34.7 % | references/tasks.md, references/tools.md |
| Job boards (market evidence) | 0 | 0.0 % | references/market.md (full report) + "Market evidence" headline sections |
| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
| External AI skill packs (mapped) | 13 | 3.4 % | references/ai-skills.md (per-source attribution inside) |
| Stack Exchange practitioner Q&A (CC-BY-SA) | 150 | 39.5 % | references/practitioner-qa.md (per-entry attribution inside) |

Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
paraphrased with source URLs — never copied · external AI skills are
linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).