# Data Governance

> Use when defining data contracts, consent policies, and monitoring for automation programs.

- Skill: `majiayu000/data-governance` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/data-governance`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/data-governance/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/data-governance

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# Automation Data Governance Skill

## When to Use
- Launching new journeys requiring cross-system data sharing.
- Auditing consent/suppression logic across email/SMS/in-app.
- Investigating data quality incidents impacting automation.

## Framework
1. **Data Contracts** – document required fields/events, owners, freshness SLAs, fallback behavior.
2. **Consent & Compliance** – track opt-in types, regional consent, TTL, audit trails.
3. **Identity Resolution** – ensure consistent IDs across product, CRM, MAP, CDP.
4. **Monitoring** – dashboards/alerts for data latency, schema changes, null spikes.
5. **Change Management** – versioning, rollback, and communication paths.

## Templates
- Data requirements matrix (journey → fields/events → source → owner → SLA).
- Consent policy doc (channel, region, legal basis, suppression rules).
- Incident log + RCA template.

## Tips
- Set automated kill switches when critical fields are stale or missing.
- Collaborate with security/legal on retention + privacy impact assessments.
- Align governance cadences with quarterly automation retros.

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