Agent skill
data-governance
Data lineage, classification (PII/Confidential), and integrity checks (checksums).
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/data-andreibesleaga-gabbe-3
SKILL.md
data-governance Skill
Data must be classified, tracked, and verifiable.
1. Classification
Before storing any field, tag it:
- Public: Safe to release (e.g., Product Descriptions).
- Internal: Employee-only (e.g., Org Charts).
- Confidential: Business secrets (e.g., Sales Forecasts).
- Restricted/PII: SSN, Credit Cards, Medical Records. Must be Encrypted at Rest.
2. Integrity Patterns
- Checksums: Store
md5/sha256of files to detect bit-rot or tampering. - Foreign Keys: Enforce referential integrity in the DB. No orphans.
- Versioning: Never overwrite critical data. Use
v1,v2or Event SourcingAppendedOnly.
3. Lineage
- Answer: "Where did this specific value in the dashboard come from?"
- Track: Source System -> ETL Job -> Warehouse -> BI Tool.
4. Retention & Deletion (GDPR/CCPA)
- TTL: Auto-delete logs after X days.
- Right to be Forgotten: Implementation of a
HardDeleteUserworkflow that purges PII from all tables/backups (crypto-shredding).
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