diff --git a/scripts/configexe.toml b/scripts/configexe.toml
index f8b9a77f1..603393f75 100644
--- a/scripts/configexe.toml
+++ b/scripts/configexe.toml
@@ -62,6 +62,12 @@ description = "思考的时间间隔（秒），可以有效减少消耗"
 path = "focus_chat.think_interval"
 type = "number"
 
+[[editor.quick_settings.items]]
+name = "连续回复能力（focus模式）"
+description = "连续回复能力，值越高，麦麦连续回复的概率越高"
+path = "focus_chat.consecutive_replies"
+type = "number"
+
 [[editor.quick_settings.items]]
 name = "自我识别处理器（focus模式）"
 description = "是否启用自我识别处理器"
@@ -86,6 +92,8 @@ description = "是否在回复后显示当前聊天模式"
 path = "experimental.debug_show_chat_mode"
 type = "bool"
 
+
+
 [translations.sections.inner]
 name = "版本"
 description = "麦麦的内部配置，包含版本号等信息。此部分仅供显示，不可编辑。"
@@ -290,6 +298,10 @@ description = "需要降低回复频率的群组列表"
 name = "思考间隔"
 description = "思考的时间间隔（秒），可以有效减少消耗"
 
+[translations.items.consecutive_replies]
+name = "连续回复能力"
+description = "连续回复能力，值越高，麦麦连续回复的概率越高"
+
 [translations.items.observation_context_size]
 name = "观察上下文大小"
 description = "观察到的最长上下文大小，建议15，太短太长都会导致脑袋尖尖"
diff --git a/src/chat/focus_chat/planners/modify_actions.py b/src/chat/focus_chat/planners/modify_actions.py
index c376426a6..dd888a96d 100644
--- a/src/chat/focus_chat/planners/modify_actions.py
+++ b/src/chat/focus_chat/planners/modify_actions.py
@@ -143,20 +143,32 @@ class ActionModifier:
                 result["remove"].append("no_reply")
                 result["remove"].append("reply")
 
-        # 获取最近三次的reply状态
-        last_three = reply_sequence[-3:] if len(reply_sequence) >= 3 else reply_sequence
+        # 获取最近max_reply_num次的reply状态
+        max_reply_num = int(global_config.focus_chat.consecutive_replies * 3)
+        sec_thres_reply_num = int(global_config.focus_chat.consecutive_replies * 2)
+        one_thres_reply_num = int(global_config.focus_chat.consecutive_replies * 1)
+        last_max_reply_num = reply_sequence[-max_reply_num:] if len(reply_sequence) >= max_reply_num else reply_sequence
 
         # 根据最近的reply情况决定是否移除reply动作
-        if len(last_three) >= 3 and all(last_three):
-            # 如果最近三次都是reply，直接移除
+        if len(last_max_reply_num) >= max_reply_num and all(last_max_reply_num):
+            # 如果最近max_reply_num次都是reply，直接移除
             result["remove"].append("reply")
-        elif len(last_three) >= 2 and all(last_three[-2:]):
-            # 如果最近两次都是reply，40%概率移除
-            if random.random() < 0.4:
+            logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，直接移除")
+        elif len(last_max_reply_num) >= sec_thres_reply_num and all(last_max_reply_num[-sec_thres_reply_num:]):
+            # 如果最近sec_thres_reply_num次都是reply，40%概率移除
+            if random.random() < 0.4 / global_config.focus_chat.consecutive_replies:
                 result["remove"].append("reply")
-        elif last_three and last_three[-1]:
-            # 如果最近一次是reply，20%概率移除
-            if random.random() < 0.2:
+                logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.4 / global_config.focus_chat.consecutive_replies}概率移除，移除")
+            else:
+                logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.4 / global_config.focus_chat.consecutive_replies}概率移除，不移除")
+        elif len(last_max_reply_num) >= one_thres_reply_num and all(last_max_reply_num[-one_thres_reply_num:]):
+            # 如果最近one_thres_reply_num次都是reply，20%概率移除
+            if random.random() < 0.2 / global_config.focus_chat.consecutive_replies:
                 result["remove"].append("reply")
+                logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.2 / global_config.focus_chat.consecutive_replies}概率移除，移除")
+            else:
+                logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.2 / global_config.focus_chat.consecutive_replies}概率移除，不移除")
+        else:
+            logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，无需移除")
 
         return result
diff --git a/src/common/logger.py b/src/common/logger.py
index 51d6e6ed1..5a255c90d 100644
--- a/src/common/logger.py
+++ b/src/common/logger.py
@@ -885,6 +885,17 @@ API_SERVER_STYLE_CONFIG = {
     },
 }
 
+ACTION_MANAGER_STYLE_CONFIG = {
+    "advanced": {
+        "console_format": "<level>{time:HH:mm:ss}</level> | <fg #AFA04F>动作选择</fg #AFA04F> | <fg #AFA04F>{message}</fg #AFA04F>",
+        "file_format": "{time:YYYY-MM-DD HH:mm:ss} | {level: <8} | {extra[module]: <15} | 动作选择 | {message}",
+    },
+    "simple": {
+        "console_format": "<level>{time:HH:mm:ss}</level> | <fg #AFA04F>动作选择</fg #AFA04F> | <fg #AFA04F>{message}</fg #AFA04F>",
+        "file_format": "{time:YYYY-MM-DD HH:mm:ss} | {level: <8} | {extra[module]: <15} | 动作选择 | {message}",
+    },
+}
+
 # maim_message 消息服务样式配置
 MAIM_MESSAGE_STYLE_CONFIG = {
     "advanced": {
@@ -909,6 +920,9 @@ EMOJI_STYLE_CONFIG = EMOJI_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else EMOJI_ST
 PFC_ACTION_PLANNER_STYLE_CONFIG = (
     PFC_ACTION_PLANNER_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else PFC_ACTION_PLANNER_STYLE_CONFIG["advanced"]
 )
+ACTION_MANAGER_STYLE_CONFIG = (
+    ACTION_MANAGER_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else ACTION_MANAGER_STYLE_CONFIG["advanced"]
+)
 REMOTE_STYLE_CONFIG = REMOTE_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else REMOTE_STYLE_CONFIG["advanced"]
 BASE_TOOL_STYLE_CONFIG = BASE_TOOL_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else BASE_TOOL_STYLE_CONFIG["advanced"]
 PERSON_INFO_STYLE_CONFIG = PERSON_INFO_STYLE_CONFIG["simple"] if SIMPLE_OUTPUT else PERSON_INFO_STYLE_CONFIG["advanced"]
diff --git a/src/common/logger_manager.py b/src/common/logger_manager.py
index 317c41e35..be75b0018 100644
--- a/src/common/logger_manager.py
+++ b/src/common/logger_manager.py
@@ -48,6 +48,7 @@ from src.common.logger import (
     API_SERVER_STYLE_CONFIG,
     NORMAL_CHAT_RESPONSE_STYLE_CONFIG,
     EXPRESS_STYLE_CONFIG,
+    ACTION_MANAGER_STYLE_CONFIG,
 )
 
 # 可根据实际需要补充更多模块配置
@@ -100,6 +101,7 @@ MODULE_LOGGER_CONFIGS = {
     "normal_chat": NORMAL_CHAT_STYLE_CONFIG,  # 一般水群
     "focus_chat": FOCUS_CHAT_STYLE_CONFIG,  # 专注水群
     "expressor": EXPRESS_STYLE_CONFIG,  # 麦麦表达
+    "action_manager": ACTION_MANAGER_STYLE_CONFIG,  # 动作选择
     # ...如有更多模块，继续添加...
 }
 
diff --git a/src/config/official_configs.py b/src/config/official_configs.py
index 8f98256e9..ec388c43b 100644
--- a/src/config/official_configs.py
+++ b/src/config/official_configs.py
@@ -143,6 +143,9 @@ class FocusChatConfig(ConfigBase):
 
     think_interval: int = 1
     """思考间隔（秒）"""
+    
+    consecutive_replies: int = 1
+    """连续回复能力，值越高，麦麦连续回复的概率越高"""
 
 
 @dataclass
diff --git a/template/bot_config_template.toml b/template/bot_config_template.toml
index 5f7b1c286..95d329cdc 100644
--- a/template/bot_config_template.toml
+++ b/template/bot_config_template.toml
@@ -1,5 +1,5 @@
 [inner]
-version = "2.6.0"
+version = "2.7.0"
 
 #----以下是给开发人员阅读的，如果你只是部署了麦麦，不需要阅读----
 #如果你想要修改配置文件，请在修改后将version的值进行变更
@@ -92,6 +92,8 @@ talk_frequency_down_groups = []  #降低回复频率的群号码
 
 [focus_chat] #专注聊天
 think_interval = 3 # 思考间隔 单位秒，可以有效减少消耗
+consecutive_replies = 1 # 连续回复能力，值越高，麦麦连续回复的概率越高
+
 
 observation_context_size = 16 # 观察到的最长上下文大小,建议15，太短太长都会导致脑袋尖尖
 compressed_length = 8 # 不能大于observation_context_size,心流上下文压缩的最短压缩长度，超过心流观察到的上下文长度，会压缩，最短压缩长度为5