diff --git a/src/chat/focus_chat/heartflow_message_processor.py b/src/chat/focus_chat/heartflow_message_processor.py
index 1f78280de..f5bd091f9 100644
--- a/src/chat/focus_chat/heartflow_message_processor.py
+++ b/src/chat/focus_chat/heartflow_message_processor.py
@@ -155,14 +155,13 @@ class HeartFCMessageReceiver:
             groupinfo = message.message_info.group_info
             userinfo = message.message_info.user_info
             messageinfo = message.message_info
-            
 
             chat = await get_chat_manager().get_or_create_stream(
                 platform=messageinfo.platform,
                 user_info=userinfo,
                 group_info=groupinfo,
             )
-            
+
             await self.storage.store_message(message, chat)
 
             subheartflow = await heartflow.get_or_create_subheartflow(chat.stream_id)
@@ -173,7 +172,6 @@ class HeartFCMessageReceiver:
                 message.raw_message, chat, userinfo
             ):
                 return
-            
 
             # 6. 兴趣度计算与更新
             interested_rate, is_mentioned = await _calculate_interest(message)
diff --git a/src/chat/heart_flow/observation/chatting_observation.py b/src/chat/heart_flow/observation/chatting_observation.py
index a70e6e73e..8888ddb43 100644
--- a/src/chat/heart_flow/observation/chatting_observation.py
+++ b/src/chat/heart_flow/observation/chatting_observation.py
@@ -81,9 +81,13 @@ class ChattingObservation(Observation):
         self.talking_message = initial_messages
         self.talking_message_short = initial_messages_short
         self.talking_message_str = build_readable_messages(self.talking_message, show_actions=True)
-        self.talking_message_str_truncate = build_readable_messages(self.talking_message, show_actions=True, truncate=True)
+        self.talking_message_str_truncate = build_readable_messages(
+            self.talking_message, show_actions=True, truncate=True
+        )
         self.talking_message_str_short = build_readable_messages(self.talking_message_short, show_actions=True)
-        self.talking_message_str_truncate_short = build_readable_messages(self.talking_message_short, show_actions=True, truncate=True)
+        self.talking_message_str_truncate_short = build_readable_messages(
+            self.talking_message_short, show_actions=True, truncate=True
+        )
 
     def to_dict(self) -> dict:
         """将观察对象转换为可序列化的字典"""
diff --git a/src/plugins/built_in/core_actions/plugin.py b/src/plugins/built_in/core_actions/plugin.py
index f30d77a2b..66a2e2ba3 100644
--- a/src/plugins/built_in/core_actions/plugin.py
+++ b/src/plugins/built_in/core_actions/plugin.py
@@ -296,9 +296,7 @@ class NoReplyAction(BaseAction):
                                 elif over_count <= 5:
                                     frequency_block = "你今天说话比较多，感觉有点疲惫，想要稍微休息一下。\n"
                                 else:
-                                    frequency_block = (
-                                        "你发现自己说话太多了，感觉很累，想要安静一会儿，除非有重要的事情否则不想回复。\n"
-                                    )
+                                    frequency_block = "你发现自己说话太多了，感觉很累，想要安静一会儿，除非有重要的事情否则不想回复。\n"
 
                                 logger.info(
                                     f"{self.log_prefix} 过去10分钟发言{bot_message_count}条，超过阈值{talk_frequency_threshold}，添加疲惫提示"
@@ -306,7 +304,7 @@ class NoReplyAction(BaseAction):
                             else:
                                 # 回复次数少时的正向提示
                                 under_count = talk_frequency_threshold - bot_message_count
-                                
+
                                 if under_count >= talk_frequency_threshold * 0.8:  # 回复很少（少于20%）
                                     frequency_block = "你感觉精力充沛，状态很好。\n"
                                 elif under_count >= talk_frequency_threshold * 0.5:  # 回复较少（少于50%）