q2mm

MANDATORY before launching any q2mm batch optimization run >30 minutes (benchmark.py, multi-system convergence runs, from-QFUERZA runs, etc.). Forces success-spec write, optimizer config sanity check, FIRST-system audit gate before launching the rest, and post-batch validation. Use when user says "run benchmarks", "regenerate convergence results", "run all systems", "QFUERZA recovery", or any variant of launching a multi-system q2mm optimization batch.

MANDATORY before writing any q2mm benchmark analysis, comparison, or validation document. Forces restating the user question verbatim, listing deliverable artifacts (table headers, figure captions), mapping each artifact back to the question, and flagging mismatches BEFORE writing the doc. Use when about to create or rewrite docs/benchmarks/*.md, when about to produce a comparison page, when summarizing benchmark results, or when packaging a PR with new results.