Data provenance — database-administrator

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

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pie showData
    title Content sources — database-administrator
    "ESCO (occupation & competences)" : 68
    "O*NET (tasks & tools)" : 328
    "Job boards (market evidence)" : 145
    "Anthropic official Claude skills" : 9
    "External AI skill packs (mapped)" : 122
    "Stack Exchange practitioner Q&A (CC-BY-SA)" : 150

Source	Items	Share	Files
ESCO (occupation & competences)	68	8.3 %	references/profile.md, references/skills.md
O*NET (tasks & tools)	328	39.9 %	references/tasks.md, references/tools.md
Job boards (market evidence)	145	17.6 %	references/market.md (full report) + "Market evidence" headline sections
Wikipedia & AI expert curation	0	0.0 %	glossary, literature, usecases, intake, quality, evals/
Anthropic official Claude skills	9	1.1 %	references/ai-skills.md, section "anthropics/skills" (official Claude Code skills)
External AI skill packs (mapped)	122	14.8 %	references/ai-skills.md (per-source attribution inside)
Stack Exchange practitioner Q&A (CC-BY-SA)	150	18.2 %	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).

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Data provenance — database-administrator

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