data-contract-framework
Operating model for defining, enforcing, and auditing BI data contracts.
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Installation for Agentic Skill
View all platforms →skilz install gtmagents/gtm-agents/data-contract-frameworkskilz install gtmagents/gtm-agents/data-contract-framework --agent opencodeskilz install gtmagents/gtm-agents/data-contract-framework --agent codexskilz install gtmagents/gtm-agents/data-contract-framework --agent geminiFirst time? Install Skilz: pip install skilz
Works with 22+ AI coding assistants
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Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/gtmagents/gtm-agentscp -r gtm-agents/plugins/business-intelligence/skills/data-contract-framework ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Repository
- gtm-agents
- Stars
- 31
- Forks
- 7
- Type
- Technical
- Meta-Domain
- data ai
- Primary Domain
- machine learning
- Market Score
- 28
Agent Skill Grade
D Score: 67/100 Click to see breakdown
Score Breakdown
Areas to Improve
- Description needs trigger phrases
- Missing Trigger Terms in Description
- Templates Not Provided as Reference Files
Recommendations
- Address 2 high-severity issues first
- Add trigger phrases to description for discoverability
- Add table of contents for files over 100 lines
Graded: 2026-01-24
Developer Feedback
Looking at how you've structured the data contract validation—treating schemas as first-class citizens rather than afterthoughts—there's real architectural thinking here, though the execution could be tighter in a few areas.
Links:
The TL;DR
You're at 67/100, solidly in D territory. Based on Anthropic's skills best practices, your writing style is sharp (8/10), but Progressive Disclosure Architecture (18/30) and Ease of Use (17/25) are dragging things down. The core framework is solid—you just need to make it more discoverable and actionable for Claude to actually use it.
What's Working Well
- Writing style is clean. No fluff, professional tone throughout. You're not overselling—you're explaining.
- Consistent terminology. "Contract," "SLA," "owner," "audit" are used reliably, so Claude would understand the conceptual model.
- Real problem you're solving. Data contracts as a coordination tool between data producers and consumers is legitimately useful; not a toy problem.
- Structure is grep-friendly. Simple file layout, clear section headers—easy to parse.
The Big One: Missing Trigger Phrases in Description
This is your biggest blocker for discoverability. Your description reads like:
Operating model for defining, enforcing, and auditing BI data contracts.
Claude doesn't know to invoke this skill when someone asks "help me define a data contract" or "run data contract validation." Without trigger phrases, this skill is invisible.
The fix: Rewrite to include explicit triggers:
Define, enforce, and audit BI data contracts with SLAs and ownership. Use when asked to "create a data contract", "define table SLAs", "enforce data contracts", "audit data contracts", or "coor...
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