De-slop a diff or codebase before review — strip AI-authored tells (narration comments, hand-rolled stdlib, incohesive structure), audit what is actually necessary, and verify every claim against the real code. Use before opening a PR, when a reviewer calls code AI-generated or sloppy, when asked to audit or clean up a diff, or as a final pass after any multi-file change.