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Reasons are the auditable explanation of a pure decision, so one that describes the architecture rots the moment the architecture moves. The operational refusal asserted that manual interventions were recorded by no event type: true when written, false the day OperatorInterventionRecorded landed, and still printed under every refusal after that. It now reports the counts and the thresholds they missed. Why a count is zero is not this function's business, since no intervention happening, none being recorded, and none being migrated all read the same from here. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CVbaKucEYBjMqVeUgJUsc1