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data-governance

Router for data governance work: privacy patterns, data strategy, catalog/documentation, audit-trail design, pipeline governance, data storytelling. Resolves a topic and loads exactly one playbook. Topics: audit-trail-design, data-documentation, data-governance, data-privacy-patterns, data-storytelling, data-strategy, pipeline-governance.

SKILL.md
Quality
Evals
Security

data-governance

Router skill. Resolve topic, then Read EXACTLY ONE playbook from routes:. Never load the cluster. [DOC]

When to use

Use when the request is about governing data — not building pipelines. Signals: data catalog, metadata, lineage, PII/PHI handling, masking/anonymization, retention, consent, audit logs, governance operating model, or turning metrics into a narrative. [INFERENCE]

Inputs → Outputs

  • In: topic (one enum value), depth. Infer topic from the request; ask only on a genuine tie. [DOC]
  • Out: the single resolved playbook applied to the user's case — no router boilerplate echoed back. [INFERENCE]

Topic disambiguation (pick the weakest-overlap match)

  • Privacy/PII/masking/consent → data-privacy-patterns
  • Tamper-evident logs, who-did-what → audit-trail-design
  • Catalog/metadata/lineage docs → data-documentation
  • Org model, ownership, policies → data-governance
  • DQ checks/SLAs inside pipelines → pipeline-governance
  • Vision, roadmap, capability model → data-strategy
  • Metrics → narrative for humans → data-storytelling If two fit, prefer the more specific (privacy/audit over governance). [INFERENCE]

Spine

Discover → Analyze → Execute → Validate. deep → apply the playbook exhaustively, verifying at each step; quick → essentials only. [DOC]

Validation gate (done means)

  • Exactly one playbook loaded; no sibling routes read. [DOC]
  • Output answers the resolved topic, not the router. [INFERENCE]
  • Evidence tags present (Alfa set: [DOC]/[INFERENCE]/[ASSUMPTION]); every [ASSUMPTION] has a verification step. [CONFIG]
  • Quality gates honored: constitution v6.0.0 enforcement, script-first rule. [CONFIG]

Assets

Routing checklist and grading rubric live in assets/ (see assets/manifest.json). [CONFIG]

Anti-patterns

  • Reading multiple playbooks "to be safe" — defeats the router. [INFERENCE]
  • Guessing topic silently when the request is truly ambiguous — ask one question. [ASSUMPTION]
  • Restating playbook content here; this file only routes. [DOC]
Repository
JaviMontano/jm-adk-beta
Last updated
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Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.