governance-encoder

Convert governance policies into machine-executable JSON constraint files that AI agents and CI pipelines validate against automatically. This produces rule engine files in .ai/governance/, NOT narrative decision records or documentation. Trigger when someone says: encode governance rules, governance as code, automate governance, rule engine, machine-executable constraints, enforce rules automatically, constraint definitions, or anything about converting human-readable policies into structured rules that tools check programmatically. Do NOT trigger for documenting why a decision was made or recording the reasoning behind a choice — use decision-record for those.