diff --git a/src/chat/focus_chat/info_processors/action_processor.py b/src/chat/focus_chat/info_processors/action_processor.py
index 6979a1d88..6970cd13b 100644
--- a/src/chat/focus_chat/info_processors/action_processor.py
+++ b/src/chat/focus_chat/info_processors/action_processor.py
@@ -20,12 +20,11 @@ class ActionProcessor(BaseProcessor):
     用于处理Observation对象，将其转换为ObsInfo对象。
     """
 
-    log_prefix = "聊天信息处理"
+    log_prefix = "动作处理"
 
     def __init__(self):
         """初始化观察处理器"""
         super().__init__()
-        # TODO: API-Adapter修改标记
 
     async def process_info(
         self,
@@ -136,9 +135,11 @@ class ActionProcessor(BaseProcessor):
             reply_sequence.append(action_type == "reply")
 
         # 检查no_reply比例
-        if len(recent_cycles) >= (5 * global_config.focus_chat.exit_focus_threshold) and (
+        print(f"no_reply_count: {no_reply_count}, len(recent_cycles): {len(recent_cycles)}")
+        # print(1111111111111111111111111111111111111111111111111111111111111111111111111111111111111111)
+        if len(recent_cycles) >= (4 * global_config.focus_chat.exit_focus_threshold) and (
             no_reply_count / len(recent_cycles)
-        ) >= (0.75 * global_config.focus_chat.exit_focus_threshold):
+        ) >= (0.6 * global_config.focus_chat.exit_focus_threshold):
             if global_config.chat.chat_mode == "auto":
                 result["add"].append("exit_focus_chat")
                 result["remove"].append("no_reply")
diff --git a/src/chat/utils/utils.py b/src/chat/utils/utils.py
index 2c183934a..c7a45675e 100644
--- a/src/chat/utils/utils.py
+++ b/src/chat/utils/utils.py
@@ -63,7 +63,7 @@ def is_mentioned_bot_in_message(message: MessageRecv) -> tuple[bool, float]:
             )
 
     # 判断是否被@
-    if re.search(rf"@<(.+?):{global_config.bot.qq_account}>"):
+    if re.search(rf"@<(.+?):{global_config.bot.qq_account}>", message.processed_plain_text):
         is_at = True
         is_mentioned = True