validation-rulebook SKILL.md skillA
validation-rulebook from gtmagents/gtm-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gtmagents/gtm-agents/validation-rulebook@git:20251119.8c446bfPins git:20251119.8c446bf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- gtmagents/gtm-agents
- Path
plugins/data-signal-enrichment/skills/validation-rulebook/SKILL.md- Versions recorded
- 1
- Latest version
- git:20251119.8c446bf, committed Nov 19, 2025
- Size
- 1,176 bytes
- Repository stars
- 436
- License
- Apache-2.0
Use to define validation, freshness, and compliance checks for enriched.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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. ---
Read the whole file at its exact version.
How to install
mdr add gtmagents/gtm-agents/validation-rulebook@sha256:306071078b5a8cb9The line at the top of this page pins the label git:20251119.8c446bf, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_g633zg4djjzwrybj)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 19, 2025.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1176 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
gtmagents/gtm-agents · 436 stars · license Apache-2.0 · pushed 2026-04-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g633zg4djjzwrybj GET https://markdownregistry.com/api/v1/resolve?ref=gtmagents/gtm-agents/validation-rulebook GET https://markdownregistry.com/api/v1/blob/306071078b5a8cb969c80d1a46d98e9e5c5dd01747f7ecdadbb48ae0d46acdff
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.