diff --git a/pytests/test_plugin_runtime.py b/pytests/test_plugin_runtime.py
index d38c06fa..f9d66e10 100644
--- a/pytests/test_plugin_runtime.py
+++ b/pytests/test_plugin_runtime.py
@@ -534,6 +534,22 @@ class TestSDK:
 class TestPluginSdkUsage:
     """验证仓库内插件按新 SDK 归一化返回值工作。"""
 
+    def test_runner_skips_signal_handler_registration_on_windows(self, monkeypatch):
+        """Windows 下不应尝试注册 add_signal_handler。"""
+        from src.plugin_runtime.runner import runner_main
+
+        registered_signals = []
+
+        class DummyLoop:
+            def add_signal_handler(self, sig, callback):
+                registered_signals.append((sig, callback))
+
+        monkeypatch.setattr(runner_main.sys, "platform", "win32")
+
+        runner_main._install_shutdown_signal_handlers(lambda: None, DummyLoop())
+
+        assert not registered_signals
+
     @pytest.mark.asyncio
     async def test_builtin_emoji_plugin_handles_normalized_results(self):
         from maibot_sdk.context import PluginContext
diff --git a/src/plugin_runtime/runner/runner_main.py b/src/plugin_runtime/runner/runner_main.py
index 15fab5a7..245a5487 100644
--- a/src/plugin_runtime/runner/runner_main.py
+++ b/src/plugin_runtime/runner/runner_main.py
@@ -9,7 +9,7 @@
 6. 转发插件的能力调用到 Host
 """
 
-from typing import Any, List, Optional, Protocol, cast
+from typing import Any, Callable, List, Optional, Protocol, cast
 
 from pathlib import Path
 
@@ -47,6 +47,29 @@ class _ContextAwarePlugin(Protocol):
     def _set_context(self, context: Any) -> None: ...
 
 
+def _install_shutdown_signal_handlers(
+    mark_runner_shutting_down: Callable[[], None],
+    loop: Optional[asyncio.AbstractEventLoop] = None,
+) -> None:
+    """为 Runner 注册关停信号处理器。
+
+    Windows 默认事件循环不支持 add_signal_handler，且当前 Runner 在 Windows
+    下由 Host 直接 terminate/kill，不依赖进程内信号回调进行优雅收尾。
+    """
+    if sys.platform == "win32":
+        return
+
+    target_loop = loop or asyncio.get_running_loop()
+    for sig in (signal.SIGTERM, signal.SIGINT):
+        try:
+            target_loop.add_signal_handler(sig, mark_runner_shutting_down)
+        except Exception as exc:
+            if not isinstance(exc, (NotImplementedError, RuntimeError)):
+                raise
+            logger.debug(f"当前事件循环不支持注册 Runner 信号处理器: {exc}")
+            return
+
+
 def _disable_runner_console_logging() -> None:
     """关闭 Runner 的控制台日志输出，避免被 Host 从 stderr 二次包装。"""
     root_logger = stdlib_logging.getLogger()
@@ -666,14 +689,7 @@ async def _async_main() -> None:
     def _mark_runner_shutting_down() -> None:
         runner._shutting_down = True
 
-    loop = asyncio.get_event_loop()
-    for sig in (signal.SIGTERM, signal.SIGINT):
-        try:
-            loop.add_signal_handler(sig, _mark_runner_shutting_down)
-        except NotImplementedError:
-            logger.warning(f"当前平台/事件循环不支持 signal handler，跳过注册信号 {sig!s}")
-        except RuntimeError as exc:
-            logger.warning(f"注册信号处理器失败，跳过信号 {sig!s}: {exc}")
+    _install_shutdown_signal_handlers(_mark_runner_shutting_down)
 
     await runner.run()