Agent skill
Data Quality Checks (Alias)
Alias skill path for data quality checks under data engineering; points to the canonical data reliability skill.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/data-quality-checks-amnadtaowsoam-cerebratechai-claude-2
SKILL.md
Data Quality Checks
Overview
This is an alias skill so docs can reference 53-data-engineering/data-quality-checks. The canonical skill lives at 43-data-reliability/data-quality-checks.
Best Practices
- Validate at ingestion and before serving (two gates).
- Define SLAs/SLOs for data freshness and completeness.
- Fail fast on schema breaks; quarantine bad batches.
Code Examples
# Canonical reference:
43-data-reliability/data-quality-checks/SKILL.md
Checklist
- Add schema checks (types, required fields)
- Add distribution/drift checks for critical features
- Add alerting + runbook for failures
References
- Canonical skill:
43-data-reliability/data-quality-checks/SKILL.md
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