Agent Skills
Entropy Data Skills are ready-made analyses that run in your coding agent. Each skill delivers one outcome for one persona, for example a governance landscape report or a health briefing for your data products. The agent reads your organization through the Entropy Data CLI, analyzes it, and returns ranked findings with evidence.
The skills are read-only. Any action, such as approving an access request, needs your explicit confirmation.
Skills
| Persona | Skill | Result |
|---|---|---|
| Governance | Governance Landscape Report | Weekly scorecard per team: ownership, contract coverage, test health, certifications, and your own policies |
| Governance | Duplicate Data Product Finder | Clusters of duplicate and overlapping data products with a consolidation recommendation |
| Governance | PII Exposure Scanner | Unclassified personal data in contracts and example data, and who has access to it |
| Governance | Access Review | Recertification of access agreements: vague purposes, unused access, provisioning gaps |
| Data Product Owner | Data Product Health Briefing | Quality trends, consumers, usage, and pending access requests with a recommendation each |
| Data Product Owner | Contract Change Review | Green, yellow, or red verdict on a contract change: what breaks and who is affected |
| Data Product Builder | Data Discovery and Fitness Check | Ranked data products for a use case, with gaps and how to get access |
| Data Product Builder | Test Failure Root Cause Analysis | Ranked root cause hypotheses when a contract test fails |
Installation
Install the plugin in your coding agent:
# Claude Code
claude plugin marketplace add https://github.com/entropy-data/entropy-data-skills
claude plugin install entropy-data-skills@entropy-data-skills
# Codex
codex plugin marketplace add https://github.com/entropy-data/entropy-data-skills
codex plugin add entropy-data-skills@entropy-data-skills
# GitHub Copilot CLI
copilot plugin marketplace add https://github.com/entropy-data/entropy-data-skills
copilot plugin install entropy-data-skills@entropy-data-skills
Other agents can use the skills/ folder of the repository directly.
Then connect the CLI with an API key. A read-only key is enough for all analyses:
uv tool install entropy-data
entropy-data connection add prod
Usage
Ask your agent in plain language, for example:
- "Create the governance landscape report for our organization."
- "Do we have duplicate data products?"
- "What breaks if I remove
customer_emailfrom the orders contract?"
Weekly and daily analyses can also run unattended in a scheduled CI job. See the repository README.
To build data products with a coding agent, use the Data Product Builder plugins instead.