Use before the user reads any draft, memo, literature review, or results write-up — runs an adversarial verification pass that hunts factual errors, unsourced claims, and numbers that don't match the underlying code or output files. Every claim is either cited to an exact file:line or marked UNVERIFIED. Trigger phrases include "verify this draft", "check my numbers", "adversarial verification pass", "did you make this up".
