diff --git a/plugins/message_push_task/main.py b/plugins/message_push_task/main.py
index 3032715..133e974 100644
--- a/plugins/message_push_task/main.py
+++ b/plugins/message_push_task/main.py
@@ -137,7 +137,7 @@ class MessagePushTask(MessagePluginInterface):
 
             for task in tasks:
                 try:
-                    self.LOG.info(f"开始处理定时任务: {task['task_id']}")
+                    self.LOG.debug(f"开始处理定时任务: {task['task_id']}")
 
                     # 检查任务是否应该执行
                     now = datetime.now()
@@ -172,7 +172,7 @@ class MessagePushTask(MessagePluginInterface):
                                 # 检查是否已经在这个时间点执行过
                                 execution_key = self._get_execution_key(task['task_id'], hour, minute)
                                 if execution_key in self._task_execution_records:
-                                    self.LOG.info(f"任务 {task['task_id']} 今天已经执行过，跳过")
+                                    self.LOG.debug(f"任务 {task['task_id']} 今天已经执行过，跳过")
                                     continue
                                 
                                 # 记录执行状态