diff --git a/app/agent/middleware/subagents.py b/app/agent/middleware/subagents.py
index 00f323002..b595ffd2c 100644
--- a/app/agent/middleware/subagents.py
+++ b/app/agent/middleware/subagents.py
@@ -1002,13 +1002,15 @@ class SubAgentTaskControlMiddleware(AgentMiddleware):
         record.task = asyncio.create_task(
             self._execute_managed_task(record), name=record.task_id,
         )
-        record.task.add_done_callback(
-            lambda finished_task, finished_task_id=record.task_id: self._mark_task_finished(
-                finished_task_id, finished_task,
-            )
-        )
+        record.task.add_done_callback(self._task_finished_callback(record.task_id))
         return True, None
 
+    def _task_finished_callback(
+        self, task_id: str,
+    ) -> Callable[[asyncio.Task[Any]], None]:
+        """返回带稳定 task_id 的完成回调，供任务更新复用。"""
+        return lambda finished_task: self._mark_task_finished(task_id, finished_task)
+
     def seal(self) -> None:
         """封住新的 detached 子代理提交，既有任务继续由记录表持有。"""
         self._accepting_tasks = False
diff --git a/tests/fixtures/architecture/mypy-baseline.json b/tests/fixtures/architecture/mypy-baseline.json
index 960440487..01e0e4bd8 100644
--- a/tests/fixtures/architecture/mypy-baseline.json
+++ b/tests/fixtures/architecture/mypy-baseline.json
@@ -187,7 +187,6 @@
   },
   "app/agent/middleware/subagents.py": {
     "arg-type": 2,
-    "assignment": 1,
     "attr-defined": 2,
     "misc": 7,
     "type-arg": 5,