diff --git a/src/plugins/PFC/chat_observer.py b/src/plugins/PFC/chat_observer.py
index 697833c84..0305289fa 100644
--- a/src/plugins/PFC/chat_observer.py
+++ b/src/plugins/PFC/chat_observer.py
@@ -94,11 +94,9 @@ class ChatObserver:
         """
         try:
             # 发送新消息通知
-            # logger.info(f"发送新ccchandleer消息通知: {message}")
             notification = create_new_message_notification(
                 sender="chat_observer", target="observation_info", message=message
             )
-            # logger.info(f"发送新消ddddd息通知: {notification}")
             # print(self.notification_manager)
             await self.notification_manager.send_notification(notification)
         except Exception as e:
diff --git a/src/plugins/PFC/chat_states.py b/src/plugins/PFC/chat_states.py
index 1f8ee15fb..4b839b7bd 100644
--- a/src/plugins/PFC/chat_states.py
+++ b/src/plugins/PFC/chat_states.py
@@ -98,15 +98,11 @@ class NotificationManager:
             notification_type: 要处理的通知类型
             handler: 处理器实例
         """
-        # print(1145145511114445551111444)
         if target not in self._handlers:
-            # print("没11有target")
             self._handlers[target] = {}
         if notification_type not in self._handlers[target]:
-            # print("没11有notification_type")
             self._handlers[target][notification_type] = []
             # print(self._handlers[target][notification_type])
-        # print(f"注册1111111111111111111111处理器: {target} {notification_type} {handler}")
         self._handlers[target][notification_type].append(handler)
         # print(self._handlers[target][notification_type])
 
@@ -132,7 +128,6 @@ class NotificationManager:
     async def send_notification(self, notification: Notification):
         """发送通知"""
         self._notification_history.append(notification)
-        # print("kaishichul-----------------------------------i")
 
         # 如果是状态通知，更新活跃状态
         if isinstance(notification, StateNotification):
@@ -145,7 +140,6 @@ class NotificationManager:
         target = notification.target
         if target in self._handlers:
             handlers = self._handlers[target].get(notification.type, [])
-            # print(1111111)
             # print(handlers)
             for handler in handlers:
                 # print(f"调用处理器: {handler}")
diff --git a/src/plugins/PFC/conversation.py b/src/plugins/PFC/conversation.py
index b1fe0731c..394fc1d74 100644
--- a/src/plugins/PFC/conversation.py
+++ b/src/plugins/PFC/conversation.py
@@ -267,7 +267,7 @@ class Conversation:
     ):
         """处理规划的行动"""
 
-        logger.info(f"执行行动: {action}, 原因: {reason}")
+        logger.debug(f"执行行动: {action}, 原因: {reason}")
 
         # 记录action历史 (逻辑不变)
         current_action_record = {
diff --git a/src/plugins/PFC/observation_info.py b/src/plugins/PFC/observation_info.py
index 072b1fb6f..050d839fb 100644
--- a/src/plugins/PFC/observation_info.py
+++ b/src/plugins/PFC/observation_info.py
@@ -140,7 +140,6 @@ class ObservationInfo:
         self.chat_observer.notification_manager.register_handler(
             target="observation_info", notification_type=NotificationType.COLD_CHAT, handler=self.handler
         )
-        print("1919810------------------------绑定-----------------------------")
 
     def unbind_from_chat_observer(self):
         """解除与chat_observer的绑定"""
@@ -159,7 +158,6 @@ class ObservationInfo:
         Args:
             message: 消息数据
         """
-        # print("1919810-----------------------------------------------------")
         # logger.debug(f"更新信息from_message: {message}")
         self.last_message_time = message["time"]
         self.last_message_id = message["message_id"]
diff --git a/src/plugins/PFC/reply_generator.py b/src/plugins/PFC/reply_generator.py
index 0035f845e..59e261ac5 100644
--- a/src/plugins/PFC/reply_generator.py
+++ b/src/plugins/PFC/reply_generator.py
@@ -162,7 +162,7 @@ class ReplyGenerator:
         logger.debug(f"发送到LLM的生成提示词:\n------\n{prompt}\n------")
         try:
             content, _ = await self.llm.generate_response_async(prompt)
-            logger.info(f"生成的回复: {content}")
+            logger.debug(f"生成的回复: {content}")
             # 移除旧的检查新消息逻辑，这应该由 conversation 控制流处理
             return content