桥接外部 provider： agent/agent_runtime_helpers.py:1842-1875 + agent/tool_executor.py:1012-1050 遍历 batch op，对 add/replace 各调 on_memory_write 全或全无：任一 op 违规（缺必字段 / 无匹配 / 预算溢）整批 abort，啥也不写 ...
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