/validation-rulebook
Use to define validation, freshness, and compliance checks for enriched
$ npx -y skills add gtmagents/gtm-agents --skill validation-rulebook --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/validation-rulebook
Context preview
The summary Claude sees to decide when to auto-load this skill.
Use to define validation, freshness, and compliance checks for enriched
SKILL.md
validation-rulebook.SKILL.mdname: validation-rulebook description: Use to define validation, freshness, and compliance checks for enriched data.
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.
Templates
- Rule table (field, check, threshold, severity, owner).
- QA runbook with pre/post sync steps.
- Compliance audit packet ready for legal/infosec reviews.
Tips
- Automate as many rules as possible but keep manual sampling for high-impact signals.
- Version rules alongside taxonomy updates.
- Pair with `data-quality-steward` outputs for sign-off history.
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