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budget_spent carries end_detail (spend, task_spend, reason_rounds, ...); a task whose allowance cannot cover the next call finishes with its facts; per-task metrics in pilot records; input reservation bytes/2 + 1024 per message (measured 3-4x over-reservation before). Co-Authored-By: Claude Fable 5.1 <[email protected]>