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quality-gates

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Use when establishing tests, monitoring, and incident response for analytics models.

plugins/analytics-pipeline-orchestration/skills/quality-gates/SKILL.md

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# Analytics Quality Gates Skill

## When to Use
- Designing validation steps for new models or dashboards.
- Setting up automated data quality monitoring.
- Running incident reviews after data breaks.

## Framework
1. **Test Coverage** – schema, freshness, unique, referential, accepted values, volume thresholds.
2. **Alerting** – severity tiers, alert channels, on-call rotation, escalation policies.
3. **Incident Response** – triage checklist, communication templates, resolution targets.
4. **Change Management** – approval workflow, rollback plan, audit logging.
5. **Postmortems** – root cause analysis, remediation tasks, knowledge base updates.
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