Documentation
README
Governance encoder
A skill for converting design system governance policies — the rules about how the system should be used, contributed to, and evolved — from human-readable documentation into machine-executable constraint definitions that AI agents validate against in real time.
Context
Most design system governance lives in documents that humans read and (sometimes) follow. Contribution guidelines in a wiki. Naming conventions in a README. Token usage rules in a Slack thread from eighteen months ago. These rules are enforced by review — a senior team member spots a violation during a PR review or a design crit and asks for a correction.
This is the opening of the README. Read the full README on GitHub.