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Replaces ConversationStore's message-ID->physical-index map with logical indexes plus a head indexOffset, so cap-eviction advances the offset instead of rebuilding the whole dictionary on every steady-state append (~23.7x measured ingest throughput at cap). Adds a steady-state benchmark floor and a 1,200-op differential stress test against an O(n) reference model.