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skills/data-governance/SKILL.md
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skills/data-governance/SKILL.md
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name: data-governance
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description: Use when defining data contracts, consent policies, and monitoring for
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automation programs.
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---
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# Automation Data Governance Skill
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## When to Use
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- Launching new journeys requiring cross-system data sharing.
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- Auditing consent/suppression logic across email/SMS/in-app.
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- Investigating data quality incidents impacting automation.
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## Framework
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1. **Data Contracts** – document required fields/events, owners, freshness SLAs, fallback behavior.
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2. **Consent & Compliance** – track opt-in types, regional consent, TTL, audit trails.
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3. **Identity Resolution** – ensure consistent IDs across product, CRM, MAP, CDP.
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4. **Monitoring** – dashboards/alerts for data latency, schema changes, null spikes.
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5. **Change Management** – versioning, rollback, and communication paths.
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## Templates
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- Data requirements matrix (journey → fields/events → source → owner → SLA).
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- Consent policy doc (channel, region, legal basis, suppression rules).
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- Incident log + RCA template.
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## Tips
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- Set automated kill switches when critical fields are stale or missing.
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- Collaborate with security/legal on retention + privacy impact assessments.
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- Align governance cadences with quarterly automation retros.
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---
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