Function revision_guidance 

pub fn revision_guidance(kind: Option<MismatchKind>) -> &'static str

Model-facing revision guidance for a classified mismatch.

None (unknown context) yields the generic framing. Every variant names inspection before retry; only MismatchKind::EmptySearch redirects to a new scope instead of a re-read.