Run bounded automated experiment iterations by recording baselines, applying hypothesis patches, comparing metrics, protecting regression guards, and deciding keep, discard, rollback, or block. Use when $autoresearch is named or a repo/skill needs evidence-backed research, metric tracking, or safe optimisation loops.