Use BEFORE claiming any code/test/script runs successfully. Detects FAKE-RUN patterns (hardcoded results, assert True, mocks-only tests, swallowed exceptions, fabricated numbers, dead-code short-circuits). Apply automatically whenever about to claim "test passes", "code works", "results show X", "training converges", or commit/push. Complements superpowers:verification-before-completion (which enforces real-run discipline) by auditing whether the run itself is genuine.
