data-contract-framework SKILL.md skillA
data-contract-framework 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/data-contract-framework@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/business-intelligence/skills/data-contract-framework/SKILL.md- Versions recorded
- 1
- Latest version
- git:20251119.8c446bf, committed Nov 19, 2025
- Size
- 1,206 bytes
- Repository stars
- 436
- License
- Apache-2.0
Operating model for defining, enforcing, and auditing BI data contracts.
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
# Data Contract Framework Skill ## When to Use - Establishing ownership and SLAs for mission-critical BI tables. - Coordinating schema changes between engineering, analytics, and RevOps. - Auditing data reliability before major launches or executive reporting cycles. ## Framework 1. **Contract Scope** – table/view name, business purpose, consumer list. 2. **Owner Matrix** – technical owner, business owner, escalation contacts. 3. **SLA Definition** – refresh cadence, acceptable latency, data quality thresholds. 4. **Change Workflow** – approval steps, testing requirements, communication plan. 5. **Compliance & Audit** – logging, version history, and retention requirements. ## Templates - Data contract one-pager (scope, owners, SLAs, dependencies). - Change request form with impact assessment. - Audit checklist for quarterly reviews. ## Tips - Keep contracts lightweight but enforceable—link to dbt/docs for deeper detail. - Automate SLA checks via dashboards and alerting. - Pair with `audit-data-contracts` to prioritize fixes and highlight risk. ---
Read the whole file at its exact version.
How to install
mdr add gtmagents/gtm-agents/data-contract-framework@sha256:365ad05e68c537f7The 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_2sall6lpuvbtda5b)
4 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 (1206 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_2sall6lpuvbtda5b GET https://markdownregistry.com/api/v1/resolve?ref=gtmagents/gtm-agents/data-contract-framework GET https://markdownregistry.com/api/v1/blob/365ad05e68c537f7afce6cc812f725e85e02c9096b103d08e2839e9a193beed0
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.