Correction Pipeline

Convention: see conventions/brain-first.md — Step 1 of the root-cause chain IS the brain-first lookup chain (search for exact tokens, query for concept-shaped questions) before anything else.

Convention: see _brain-filing-rules.md — corrections edit pages in place; the page stays filed by primary subject.

Trigger

ANY factual error the user identifies. No exceptions. No "I'll note that."

(Routing here is a harness convention, not a mechanical guarantee — but once this skill is in play, the no-exceptions contract above is the discipline.)

Immediate Response