diff --git a/app/runtime/event/binding.py b/app/runtime/event/binding.py
index d80026b68..29b492dbe 100644
--- a/app/runtime/event/binding.py
+++ b/app/runtime/event/binding.py
@@ -59,9 +59,27 @@ class EventBindingResolver:
 
     @staticmethod
     def is_class_method_declaration(handler: Callable) -> bool:
-        """判断处理器是否声明在类体内（限定名含类前缀且非局部闭包）。"""
+        """判断处理器是否声明在类体内（限定名含类前缀或签名首参为 self/cls）。
+
+        模块级顶层自由函数的限定名不含 ``.``；类方法、装饰器包装和嵌套函数
+        的限定名含 ``.``。局部作用域自由函数（如测试内联 handler）限定名形如
+        ``func.<locals>.handler``，与装饰器包装方法 ``SiteStatistic.<locals>.
+        wrapper`` 无法靠限定名区分，需按调用约定兜底：签名首参为 self/cls
+        才视为类方法声明。模块卸载后残留的类方法一旦被 unbound 直调，会把
+        event 吞进 self 触发 missing event TypeError，因此必须跳过等待重载自愈。
+        """
         parts = handler.__qualname__.split(".")
-        return len(parts) >= 2 and "<locals>" not in parts
+        if len(parts) < 2:
+            return False
+        if "<locals>" not in parts:
+            return True
+        try:
+            parameters = list(inspect.signature(handler).parameters.values())
+        except (TypeError, ValueError):
+            return True
+        if not parameters:
+            return True
+        return parameters[0].name in ("self", "cls")
 
     @staticmethod
     def owner_class(handler: Callable) -> Optional[Type[Any]]:
diff --git a/tests/test_event_runtime_components.py b/tests/test_event_runtime_components.py
index ea087437a..750f95f1a 100644
--- a/tests/test_event_runtime_components.py
+++ b/tests/test_event_runtime_components.py
@@ -78,6 +78,40 @@ def test_unloaded_module_class_handler_is_skipped() -> None:
         sys.modules.pop(fake_name, None)
 
 
+def test_unloaded_module_decorator_wrapped_method_is_skipped() -> None:
+    """装饰器包装的类方法限定名含 <locals>，模块卸载后也必须跳过而非直调。"""
+    fake_name = "tests._fake_unloaded_decorated_plugin"
+    fake_module = types.ModuleType(fake_name)
+    sys.modules[fake_name] = fake_module
+    try:
+        exec(
+            "def _deco(f):\n"
+            "    def wrapper(self, event):\n"
+            "        return f(self, event)\n"
+            "    return wrapper\n"
+            "class _DecoratedPlugin:\n"
+            "    @_deco\n"
+            "    def send_msg(self, event):\n"
+            "        raise AssertionError('residual handler must not run')\n",
+            fake_module.__dict__,
+        )
+        residual_handler = fake_module._DecoratedPlugin.send_msg
+        # 装饰器包装后限定名含 <locals>，不能因此被误判为自由函数
+        assert "<locals>" in residual_handler.__qualname__
+        del sys.modules[fake_name]
+
+        binding = EventBindingResolver(
+            lock=threading.Lock(),
+            resolvers=lambda: {},
+        )
+        assert binding.resolve(residual_handler) is None
+        assert binding.unresolved_handlers() == (
+            "unknown_module._deco.<locals>.wrapper",
+        )
+    finally:
+        sys.modules.pop(fake_name, None)
+
+
 def test_free_function_handler_still_invoked_directly() -> None:
     """自由函数处理器不属于类声明，保持直调路径不被新跳过逻辑影响。"""
     binding = EventBindingResolver(