diff --git a/src/plugins/chat/utils.py b/src/plugins/chat/utils.py
index f174f4fd..be6aaf93 100644
--- a/src/plugins/chat/utils.py
+++ b/src/plugins/chat/utils.py
@@ -332,9 +332,9 @@ def random_remove_punctuation(text: str) -> str:
 
 def process_llm_response(text: str) -> List[str]:
     # processed_response = process_text_with_typos(content)
-    if len(text) > 200:
-        logger.warning(f"回复过长 ({len(text)} 字符)，返回默认回复")
-        return ['懒得说']
+    # if len(text) > 200:
+    #     logger.warning(f"回复过长 ({len(text)} 字符)，返回默认回复")
+    #     return ['懒得说']
     # 处理长消息
     typo_generator = ChineseTypoGenerator(
         error_rate=global_config.chinese_typo_error_rate,
diff --git a/src/plugins/chat/willing_manager.py b/src/plugins/chat/willing_manager.py
index 116ee3f8..d1f10f3a 100644
--- a/src/plugins/chat/willing_manager.py
+++ b/src/plugins/chat/willing_manager.py
@@ -8,7 +8,7 @@ class WillingManager:
         self.group_reply_willing = {}  # 存储每个群的回复意愿
         self._decay_task = None
         self._started = False
-        self.min_reply_willing = 0.01
+        self.min_reply_willing = 0.15
         self.attenuation_coefficient = 0.75
 
     async def _decay_reply_willing(self):
@@ -41,6 +41,9 @@ class WillingManager:
 
         logger.debug(f"[{group_id}]的初始回复意愿: {current_willing}")
 
+        if current_willing<0.25:
+            current_willing+=0.03    #多说点话
+
         # 根据消息类型（被cue/表情包）调控
         if is_mentioned_bot:
             current_willing = min(
@@ -73,7 +76,8 @@ class WillingManager:
 
         # 回复概率迭代，保底0.01回复概率
         reply_probability = max(
-            (current_willing - 0.45) * 2,
+            #(current_willing - 0.45) * 2,
+            current_willing,
             self.min_reply_willing
         )
 
diff --git a/src/plugins/utils/typo_generator.py b/src/plugins/utils/typo_generator.py
index aa72c387..c0a228cf 100644
--- a/src/plugins/utils/typo_generator.py
+++ b/src/plugins/utils/typo_generator.py
@@ -16,10 +16,10 @@ from pypinyin import Style, pinyin
 
 class ChineseTypoGenerator:
     def __init__(self, 
-                 error_rate=0.3, 
+                 error_rate=0.1, 
                  min_freq=5, 
-                 tone_error_rate=0.2, 
-                 word_replace_rate=0.3,
+                 tone_error_rate=0.1, 
+                 word_replace_rate=0.1,
                  max_freq_diff=200):
         """
         初始化错别字生成器
@@ -372,7 +372,7 @@ class ChineseTypoGenerator:
         # 优先从词语错误中选择，如果没有则从单字错误中选择
         correction_suggestion = None
         # 50%概率返回纠正建议
-        if random.random() < 0.5:
+        if random.random() < 0.8:
             if word_typos:
                 wrong_word, correct_word = random.choice(word_typos)
                 correction_suggestion = correct_word