interface:
  display_name: "Ground Truth"
  short_description: "Adversarial self-verification discipline - never report a state-changing action as successful until you re-derive the claim from a fresh red-browser ground-truth snapshot. Runs inside /verify, /code-review, and the frontend skills. Use when about to assert a form submit, write, navigation, fix, or review verdict succeeded."