genius-loop — Mandatory self-critique before every output (zero-error standing behavior)
Standing rule: before delivering ANY substantive output (answer, code, doc, student material),
run it through accuracy-gate (offline lints + highest-level LLM self-critique). Produce → self-critique →
fix → re-verify → only then deliver. Aligns with the Golden Accuracy Rule (100% correctness > speed).
Trigger contexts: medical/legal/financial/engineering → require sources + cross-check ≥2 authorities.
Helper:
gate_output.py wraps accuracy-gate. Apply automatically; do not wait to be told.