diff --git a/.gitignore b/.gitignore
index 3e9b98685..37813f433 100644
--- a/.gitignore
+++ b/.gitignore
@@ -29,7 +29,6 @@ config/bot_config_dev.toml
 config/bot_config.toml
 config/bot_config.toml.bak
 src/plugins/remote/client_uuid.json
-run_none.bat
 （测试版）麦麦生成人格.bat
 （临时版）麦麦开始学习.bat
 src/plugins/utils/statistic.py
diff --git a/src/plugins/chat/utils.py b/src/plugins/chat/utils.py
index 5f2d0105c..b223e87da 100644
--- a/src/plugins/chat/utils.py
+++ b/src/plugins/chat/utils.py
@@ -46,12 +46,13 @@ def is_mentioned_bot_in_message(message: MessageRecv) -> bool:
     is_at = False
     is_mentioned = False
 
-    if "is_mentioned" in message.message_info.additional_config.keys():
+    if message.message_info.additional_config.get("is_mentioned") is not None:
         try:
             reply_probability = float(message.message_info.additional_config.get("is_mentioned"))
             is_mentioned = True
             return is_mentioned, reply_probability
         except Exception as e:
+            logger.warning(e)
             logger.warning(
                 f"消息中包含不合理的设置 is_mentioned: {message.message_info.additional_config.get('is_mentioned')}"
             )
@@ -71,7 +72,7 @@ def is_mentioned_bot_in_message(message: MessageRecv) -> bool:
                 is_mentioned = True
 
             # 判断内容中是否被提及
-            message_content = re.sub(r"\@[\s\S]*?（(\d+)）", "", message.processed_plain_text)
+            message_content = re.sub(r"@[\s\S]*?（(\d+)）", "", message.processed_plain_text)
             message_content = re.sub(r"回复[\s\S]*?\((\d+)\)的消息，说： ", "", message_content)
             for keyword in keywords:
                 if keyword in message_content:
@@ -335,7 +336,7 @@ def random_remove_punctuation(text: str) -> str:
 
 def process_llm_response(text: str) -> List[str]:
     # 提取被 () 或 [] 包裹的内容
-    pattern = re.compile(r"[\(\[].*?[\)\]]")
+    pattern = re.compile(r"[(\[].*?[\)\]")
     _extracted_contents = pattern.findall(text)
     # 去除 () 和 [] 及其包裹的内容
     cleaned_text = pattern.sub("", text)
@@ -496,16 +497,16 @@ def protect_kaomoji(sentence):
     """
     kaomoji_pattern = re.compile(
         r"("
-        r"[\(\[（【]"  # 左括号
+        r"[(\[（【]"  # 左括号
         r"[^()\[\]（）【】]*?"  # 非括号字符（惰性匹配）
-        r"[^\u4e00-\u9fa5a-zA-Z0-9\s]"  # 非中文、非英文、非数字、非空格字符（必须包含至少一个）
+        r"[^一-龥a-zA-Z0-9\s]"  # 非中文、非英文、非数字、非空格字符（必须包含至少一个）
         r"[^()\[\]（）【】]*?"  # 非括号字符（惰性匹配）
-        r"[\)\]）】]"  # 右括号
+        r"[\)\]）】"  # 右括号
+        r"]"
         r")"
         r"|"
-        r"("
-        r"[▼▽・ᴥω･﹏^><≧≦￣｀´∀ヮДд︿﹀へ｡ﾟ╥╯╰︶︹•⁄]{2,15}"
-        r")"
+        r"([▼▽・ᴥω･﹏^><≧≦￣｀´∀ヮДд︿﹀へ｡ﾟ╥╯╰︶︹•⁄]{2,15"
+        r"}"
     )
 
     kaomoji_matches = kaomoji_pattern.findall(sentence)
diff --git a/src/plugins/utils/prompt_builder.py b/src/plugins/utils/prompt_builder.py
index f3de24e4f..578d9677f 100644
--- a/src/plugins/utils/prompt_builder.py
+++ b/src/plugins/utils/prompt_builder.py
@@ -119,7 +119,7 @@ class Prompt(str):
 
         # 解析模板
         template_args = []
-        result = re.findall(r"\{(.*?)\}", processed_fstr)
+        result = re.findall(r"\{(.*?)}", processed_fstr)
         for expr in result:
             if expr and expr not in template_args:
                 template_args.append(expr)
@@ -164,7 +164,7 @@ class Prompt(str):
         processed_template = cls._process_escaped_braces(template)
 
         template_args = []
-        result = re.findall(r"\{(.*?)\}", processed_template)
+        result = re.findall(r"\{(.*?)}", processed_template)
         for expr in result:
             if expr and expr not in template_args:
                 template_args.append(expr)
diff --git a/src/plugins/utils/statistic.py b/src/plugins/utils/statistic.py
index 10133f2b7..af7138744 100644
--- a/src/plugins/utils/statistic.py
+++ b/src/plugins/utils/statistic.py
@@ -175,13 +175,8 @@ class LLMStatistics:
 
     def _format_stats_section(self, stats: Dict[str, Any], title: str) -> str:
         """格式化统计部分的输出"""
-        output = []
+        output = ["\n" + "-" * 84, f"{title}", "-" * 84, f"总请求数: {stats['total_requests']}"]
 
-        output.append("\n" + "-" * 84)
-        output.append(f"{title}")
-        output.append("-" * 84)
-
-        output.append(f"总请求数: {stats['total_requests']}")
         if stats["total_requests"] > 0:
             output.append(f"总Token数: {stats['total_tokens']}")
             output.append(f"总花费: {stats['total_cost']:.4f}¥")
@@ -238,11 +233,7 @@ class LLMStatistics:
 
     def _format_stats_section_lite(self, stats: Dict[str, Any], title: str) -> str:
         """格式化统计部分的输出"""
-        output = []
-
-        output.append("\n" + "-" * 84)
-        output.append(f"{title}")
-        output.append("-" * 84)
+        output = ["\n" + "-" * 84, f"{title}", "-" * 84]
 
         # output.append(f"总请求数: {stats['total_requests']}")
         if stats["total_requests"] > 0:
@@ -303,8 +294,7 @@ class LLMStatistics:
         """将统计结果保存到文件"""
         current_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
 
-        output = []
-        output.append(f"LLM请求统计报告 (生成时间: {current_time})")
+        output = [f"LLM请求统计报告 (生成时间: {current_time})"]
 
         # 添加各个时间段的统计
         sections = [