Restore background dispatch without channel context

app/agent/__init__.py

@@ -474,6 +474,7 @@ class MoviePilotAgent:
             self._tool_context = {
                 "user_reply_sent": False,
                 "reply_mode": None,
+                "should_dispatch_reply": self.should_dispatch_reply,
             }
             self._streamed_output = ""
 
@@ -579,6 +580,9 @@ class MoviePilotAgent:
             agent = self._create_agent(streaming=use_streaming)
 
             if use_streaming:
+                self.stream_handler.set_dispatch_policy(
+                    allow_dispatch_without_context=self.should_dispatch_reply
+                )
                 # 流式模式：渠道支持消息编辑，启动流式输出实时推送 token
                 await self.stream_handler.start_streaming(
                     channel=self.channel,

app/agent/callback/__init__.py

@@ -62,9 +62,19 @@ class StreamingHandler:
         self._user_id: Optional[str] = None
         self._username: Optional[str] = None
         self._title: str = ""
+        self._allow_dispatch_without_context = False
         # 非啰嗦模式下的待输出工具统计，等下一段文本到来时再统一补一句摘要
         self._pending_tool_stats: dict[str, dict[str, Any]] = {}
 
+    def set_dispatch_policy(
+        self, allow_dispatch_without_context: bool = False
+    ) -> None:
+        """
+        设置在缺少渠道上下文时是否仍允许向默认通知渠道分发消息。
+        后台 DISPATCH 任务允许，CAPTURE_ONLY 必须禁止。
+        """
+        self._allow_dispatch_without_context = allow_dispatch_without_context
+
     def emit(self, token: str) -> str:
         """
         接收 LLM 流式 token，积累到缓冲区。
@@ -435,8 +445,11 @@ class StreamingHandler:
             if not current_text or current_text == self._sent_text:
                 # 没有新内容需要刷新
                 return
-            if not self._channel or not self._source:
+            if (
-                logger.debug("流式输出缺少渠道上下文，仅保留 buffer，不外发消息")
+                (not self._channel or not self._source)
+                and not self._allow_dispatch_without_context
+            ):
+                logger.debug("流式输出缺少渠道上下文，当前模式禁止外发消息")
                 return
 
         chain = _StreamChain()

app/agent/tools/base.py

@@ -113,6 +113,9 @@ class MoviePilotTool(BaseTool, metaclass=ABCMeta):
                     if tool_message:
                         self._stream_handler.emit(f"\n\n⚙️ => {tool_message}\n\n")
                 else:
+                    allow_dispatch_without_context = self._agent_context.get(
+                        "should_dispatch_reply", False
+                    )
                     if self._channel and self._source:
                         # 渠道不支持编辑：取出 Agent 文字 + 工具消息合并独立发送
                         agent_message = await self._stream_handler.take()
@@ -124,6 +127,16 @@ class MoviePilotTool(BaseTool, metaclass=ABCMeta):
                         if messages:
                             merged_message = "\n\n".join(messages)
                             await self.send_tool_message(merged_message)
+                    elif allow_dispatch_without_context:
+                        agent_message = await self._stream_handler.take()
+                        messages = []
+                        if agent_message:
+                            messages.append(agent_message)
+                        if tool_message:
+                            messages.append(f"⚙️ => {tool_message}")
+                        if messages:
+                            merged_message = "\n\n".join(messages)
+                            await self.send_tool_message(merged_message)
                     else:
                         # 后台 capture 流程没有渠道上下文，不能把工具提示回灌到默认通知渠道。
                         self._stream_handler.record_tool_call(

tests/test_agent_tool_streaming.py

@@ -201,6 +201,32 @@ class TestAgentToolStreaming(unittest.TestCase):
         run_in_threadpool_mock.assert_not_awaited()
         self.assertFalse(handler.has_sent_message)
 
+    def test_flush_without_channel_context_dispatch_allowed_sends_direct_message(self):
+        handler = StreamingHandler()
+        handler._user_id = "10001"
+        handler._username = "tester"
+        handler._streaming_enabled = True
+        handler.set_dispatch_policy(allow_dispatch_without_context=True)
+        handler.emit("hello")
+
+        with patch(
+            "app.agent.callback.run_in_threadpool", new_callable=AsyncMock
+        ) as run_in_threadpool_mock:
+            run_in_threadpool_mock.return_value = MessageResponse(
+                message_id=1,
+                chat_id=2,
+                source="telegram",
+                success=True,
+            )
+
+            asyncio.run(handler._flush())
+
+        self.assertEqual(run_in_threadpool_mock.await_count, 1)
+        self.assertEqual(
+            run_in_threadpool_mock.await_args.args[0].__name__, "send_direct_message"
+        )
+        self.assertTrue(handler.has_sent_message)
+
     def test_verbose_background_tool_call_does_not_post_message(self):
         async def _run():
             tool = DummyTool(session_id="session-1", user_id="10001")
@@ -225,6 +251,32 @@ class TestAgentToolStreaming(unittest.TestCase):
         send_tool_message.assert_not_awaited()
         self.assertEqual(buffered_message, "（调用了 1 次工具）\n\n")
 
+    def test_verbose_background_dispatch_tool_call_can_post_message(self):
+        async def _run():
+            tool = DummyTool(session_id="session-1", user_id="10001")
+            handler = StreamingHandler()
+            await handler.start_streaming()
+            handler.emit("前置内容")
+            tool.set_stream_handler(handler)
+            tool.set_message_attr(channel=None, source=None, username="tester")
+            tool.set_agent_context({"should_dispatch_reply": True})
+
+            with (
+                patch.object(settings, "AI_AGENT_VERBOSE", True),
+                patch.object(
+                    DummyTool, "send_tool_message", new_callable=AsyncMock
+                ) as send_tool_message,
+            ):
+                result = await tool._arun(explanation="run test tool")
+                buffered_message = await handler.take()
+                return result, buffered_message, send_tool_message
+
+        result, buffered_message, send_tool_message = asyncio.run(_run())
+
+        self.assertEqual(result, "ok")
+        send_tool_message.assert_awaited_once_with("前置内容\n\n⚙️ => run test tool")
+        self.assertEqual(buffered_message, "")
+
 
 if __name__ == "__main__":
     unittest.main()