diff --git a/astrbot/core/pipeline/process_stage/method/llm_request.py b/astrbot/core/pipeline/process_stage/method/llm_request.py
index 2952f46dd..fd50d4423 100644
--- a/astrbot/core/pipeline/process_stage/method/llm_request.py
+++ b/astrbot/core/pipeline/process_stage/method/llm_request.py
@@ -69,9 +69,7 @@ class LLMRequestSubStage(Stage):
         handlers = star_handlers_registry.get_handlers_by_event_type(EventType.OnLLMRequestEvent)
         for handler in handlers:
             try:
-                wrapper = self._call_handler(self.ctx, event, handler.handler, req)
-                async for ret in wrapper:
-                    yield ret
+                await handler.handler(event, req)
             except BaseException:
                 logger.error(traceback.format_exc())
                 
@@ -88,9 +86,7 @@ class LLMRequestSubStage(Stage):
             handlers = star_handlers_registry.get_handlers_by_event_type(EventType.OnLLMResponseEvent)
             for handler in handlers:
                 try:
-                    wrapper = self._call_handler(self.ctx, event, handler.handler, llm_response)
-                    async for ret in wrapper:
-                        yield ret
+                    await handler.handler(event, llm_response)
                 except BaseException:
                     logger.error(traceback.format_exc())
             
diff --git a/astrbot/core/pipeline/respond/stage.py b/astrbot/core/pipeline/respond/stage.py
index 9c5d5860e..a833ac76c 100644
--- a/astrbot/core/pipeline/respond/stage.py
+++ b/astrbot/core/pipeline/respond/stage.py
@@ -90,9 +90,7 @@ class RespondStage(Stage):
         handlers = star_handlers_registry.get_handlers_by_event_type(EventType.OnAfterMessageSentEvent)
         for handler in handlers:
             try:
-                wrapper = self._call_handler(self.ctx, event, handler.handler)
-                async for ret in wrapper:
-                    yield ret
+                await handler.handler(event)
             except BaseException:
                 logger.error(traceback.format_exc())
             
diff --git a/astrbot/core/pipeline/result_decorate/stage.py b/astrbot/core/pipeline/result_decorate/stage.py
index 847d3549d..aa0ce02b7 100644
--- a/astrbot/core/pipeline/result_decorate/stage.py
+++ b/astrbot/core/pipeline/result_decorate/stage.py
@@ -63,13 +63,10 @@ class ResultDecorateStage(Stage):
         handlers = star_handlers_registry.get_handlers_by_event_type(EventType.OnDecoratingResultEvent)
         for handler in handlers:
             try:
-                wrapper = self._call_handler(self.ctx, event, handler.handler)
-                async for ret in wrapper:
-                    yield ret
+                await handler.handler(event)
             except BaseException:
                 logger.error(traceback.format_exc())
             
-        
         # 需要再获取一次。插件可能直接对 chain 进行了替换。
         result = event.get_result()
         if result is None:
diff --git a/astrbot/core/pipeline/stage.py b/astrbot/core/pipeline/stage.py
index e9d48a41b..fc31786b2 100644
--- a/astrbot/core/pipeline/stage.py
+++ b/astrbot/core/pipeline/stage.py
@@ -1,6 +1,7 @@
 from __future__ import annotations
 import abc
 import inspect
+from astrbot.api import logger
 from typing import List, AsyncGenerator, Union, Awaitable
 from astrbot.core.platform.astr_message_event import AstrMessageEvent
 from .context import PipelineContext
@@ -46,6 +47,7 @@ class Stage(abc.ABC):
             ready_to_call = handler(event, *args, **kwargs)
         except TypeError as e:
             # 向下兼容
+            logger.debug(str(e))
             ready_to_call = handler(event, ctx.plugin_manager.context, *args, **kwargs)
         
         if isinstance(ready_to_call, AsyncGenerator):