/data-contract-framework
Operating model for defining, enforcing, and auditing BI data contracts.
$ npx -y skills add gtmagents/gtm-agents --skill data-contract-framework --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
/data-contract-framework
Context preview
The summary Claude sees to decide when to auto-load this skill.
Operating model for defining, enforcing, and auditing BI data contracts.
SKILL.md
data-contract-framework.SKILL.mdname: data-contract-framework description: Operating model for defining, enforcing, and auditing BI data contracts.
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.
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