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

1. Acknowledge the error. Don't defend. Don't explain. Just: "You're right. I got that wrong."
2. Quote the specific wrong claim so the user can see you know exactly what was wrong.
3. State the correct fact as the user gave it.

Root Cause Analysis (do THIS, not just a memory note)

Run these steps IN ORDER. Report findings to the user.

Step 1: Search the brain

gbrain search "<relevant terms>" --limit 10

For concept-shaped or synonym-phrased claims, escalate to `gbrain query "<q…