diff --git a/CHANGES/<>.bugfix.rst b/CHANGES/<>.bugfix.rst
new file mode 100644
index 00000000..bf6e366e
--- /dev/null
+++ b/CHANGES/<>.bugfix.rst
@@ -0,0 +1,2 @@
+- Scene action handlers (such as `enter`, `leave`, etc.) now properly receive context and data from observer (`outer_middleware`) middlewares, matching the behavior of regular handlers.
+- Fixed `TypeError` when accessing middleware-injected arguments inside scene handlers.
\ No newline at end of file
diff --git a/aiogram/fsm/scene.py b/aiogram/fsm/scene.py
index f92bc986..d2e94c96 100644
--- a/aiogram/fsm/scene.py
+++ b/aiogram/fsm/scene.py
@@ -556,7 +556,9 @@ class SceneWizard:
         if not self.scene:
             raise SceneException("Scene is not initialized")
 
-        loggers.scene.debug("Call action %r in scene %r (middleware aware)", action.name, self.scene_config.state)
+        loggers.scene.debug(
+            "Call action %r in scene %r (middleware aware)", action.name, self.scene_config.state
+        )
         action_config = self.scene_config.actions.get(action, {})
         if not action_config:
             loggers.scene.debug(
@@ -588,9 +590,7 @@ class SceneWizard:
             return await action_config[event_type].call(self.scene, event, **data)
 
         await observer.wrap_outer_middleware(
-            _actual_handler,
-            event=self.event,
-            data={**self.data, **kwargs}
+            _actual_handler, event=self.event, data={**self.data, **kwargs}
         )
         return True