Individual skill

validation-rulebook

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Use to define validation, freshness, and compliance checks for enriched data.

plugins/data-signal-enrichment/skills/validation-rulebook/SKILL.md

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Repository stars (not skill ratings): 438
Repository last updated: Apr 3, 2026
License: Apache-2.0

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# Validation Rulebook Skill

## When to Use
- Running QA before syncing enrichment outputs to GTM systems.
- Auditing providers after schema changes or outages.
- Documenting compliance-ready validation procedures.

## Framework
1. **Rule Catalog** – list required fields, regex patterns, allowed values, and dependencies.
2. **Freshness Thresholds** – define time-based SLAs per signal type.
3. **Confidence Scoring** – set weighting for provider, validation method, and history.
4. **Exception Handling** – create workflows for quarantining, reprocessing, or escalation.
5. **Compliance Hooks** – log approvals, data residency tags, and retention policies.