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宿主拒绝 app-server 的审批 / 交互请求时，原因必须落 AppData `RUST` 日志。稳定键 `agent.direct_codex.approval.denied`，字段为 `thread_id` / `method` / `reason` / `distinct_reasons`；未绑定宿主执行器时 `reason=no-bound-host-execution-adapter`，回包写入失败另记 `agent.direct_codex.approval.response_write_failed`。