diff --git a/internal/executor/cron.go b/internal/executor/cron.go
index 7807515..23ff36f 100644
--- a/internal/executor/cron.go
+++ b/internal/executor/cron.go
@@ -128,12 +128,12 @@ func (m *CronManager) AddTask(task CronTask) error {
 			// 生成 0 到 randomRange 之间的随机秒数
 			delaySeconds := rand.Intn(randomRange)
 			delay := time.Duration(delaySeconds) * time.Second
-			m.logger.Infof("[CronManager] 任务 #%s 将随机延迟 %v (范围: %ds) 后入队执行", taskID, delay, randomRange)
+			m.logger.Infof("[CronManager] 任务 %s (#%s) 将随机延迟 %v (范围: %ds) 后入队", name, taskID, delay, randomRange)
 
 			// 使用调度器的延时投递功能，不阻塞当前 Cron 协程
 			m.scheduler.EnqueueDelayed(delay, reqBuilder)
 		} else {
-			m.logger.Infof("[CronManager] 触发计划任务 #%s (%s)", taskID, name)
+			m.logger.Infof("[CronManager] 触发计划任务: %s (#%s)", name, taskID)
 			if m.scheduler != nil {
 				m.scheduler.EnqueueOrExecute(reqBuilder())
 			}
@@ -149,7 +149,7 @@ func (m *CronManager) AddTask(task CronTask) error {
 	}
 
 	m.entryMap[taskID] = entryID
-	m.logger.Infof("[CronManager] 任务已添加调度 #%s %s (%s)", taskID, name, task.GetSchedule())
+	m.logger.Infof("[CronManager] 已添加调度: %s (#%s) [%s]", name, taskID, task.GetSchedule())
 
 	// 初始触发一次下次运行时间通知
 	go func() {
diff --git a/internal/executor/executor.go b/internal/executor/executor.go
index 9048a81..2bd56b6 100644
--- a/internal/executor/executor.go
+++ b/internal/executor/executor.go
@@ -175,7 +175,7 @@ func ExecuteWithHooks(ctx context.Context, req Request, stdout, stderr io.Writer
 		)
 		f, ptyErr := pty.Start(cmd)
 		if ptyErr == nil {
-			logger.Infof("[Executor] 任务 #%s 启动于 PTY 模式", logID)
+			logger.Infof("[Executor] #%s 启动于 PTY 模式", logID)
 			ptyFile = f
 			started = true
 			copyDone = make(chan struct{})
@@ -196,7 +196,7 @@ func ExecuteWithHooks(ctx context.Context, req Request, stdout, stderr io.Writer
 		if stdout != stderr && stdout != io.Discard {
 			logger.Debugf("[Executor] 任务 #%d stdout (%p) 和 stderr (%p) 不同，回退到 Pipe 模式。", logID, stdout, stderr)
 		}
-		logger.Infof("[Executor] 任务 #%s 启动于 Pipe 模式", logID)
+		logger.Infof("[Executor] #%s 启动于 Pipe 模式", logID)
 		if stdout != nil && stdout == stderr {
 			pr, pw, err := os.Pipe()
 			if err == nil {
diff --git a/internal/executor/scheduler.go b/internal/executor/scheduler.go
index c5a2898..19dd08c 100644
--- a/internal/executor/scheduler.go
+++ b/internal/executor/scheduler.go
@@ -334,7 +334,7 @@ func (s *Scheduler) executeTask(req *ExecutionRequest) (*ExecutionResult, error)
 	}()
 	start := time.Now()
 
-	s.logger.Infof("[Scheduler] 执行任务 %s (名称: %s, 类型: %s)", req.TaskID, req.Name, req.Type)
+	s.logger.Infof("[Scheduler] 开始执行: %s (#%s) [%s]", req.Name, req.TaskID, req.Type)
 
 	// 演示模式拦截
 	if constant.DemoMode {
@@ -372,7 +372,7 @@ func (s *Scheduler) executeTask(req *ExecutionRequest) (*ExecutionResult, error)
 		req.Command = utils.BuildMiseCommand(req.Command, req.Languages)
 		req.UseMise = false
 	}
-	s.logger.Infof("[Scheduler] 实际执行命令: %s", req.Command)
+	s.logger.Infof("[Scheduler] 命令: %s", req.Command)
 
 	if s.config.Verbose {
 		workDir := req.WorkDir
@@ -511,8 +511,8 @@ func (s *Scheduler) executeTask(req *ExecutionRequest) (*ExecutionResult, error)
 	if execErr != nil {
 		s.logger.Errorf("[Scheduler] 任务 %s 执行失败: %v", req.TaskID, execErr)
 	} else {
-		s.logger.Infof("[Scheduler] 任务 %s 执行完成 (状态: %s, 耗时: %dms)",
-			req.TaskID, result.Status, result.Duration)
+		s.logger.Infof("[Scheduler] 执行完成: %s (#%s) [%s] (状态: %s, 耗时: %dms)",
+			req.Name, req.TaskID, req.Type, result.Status, result.Duration)
 	}
 
 	return result, execErr
diff --git a/internal/services/tasks/executor_service.go b/internal/services/tasks/executor_service.go
index 6095f29..1e3b7c7 100644
--- a/internal/services/tasks/executor_service.go
+++ b/internal/services/tasks/executor_service.go
@@ -175,7 +175,7 @@ func (h *ServerSchedulerHandler) OnTaskHeartbeat(req *executor.ExecutionRequest,
 
 	// 每分钟打印一次任务还在运行的日志
 	if duration >= 60000 && (duration/60000 > (duration-3000)/60000) {
-		logger.Infof("[Scheduler] 任务 #%s 仍在运行中... (已耗时: %v)",
+		logger.Infof("[Scheduler] 任务运行中... (#%s 已耗时: %v)",
 			req.TaskID, (time.Duration(duration) * time.Millisecond).Round(time.Second))
 	}
 }
diff --git a/internal/services/tasks/task_log_service.go b/internal/services/tasks/task_log_service.go
index ee8a22f..750d3b1 100644
--- a/internal/services/tasks/task_log_service.go
+++ b/internal/services/tasks/task_log_service.go
@@ -139,7 +139,7 @@ func (s *TaskLogService) CleanTaskLogs(taskID string) {
 	}
 
 	if deleted > 0 {
-		logger.Infof("[TaskLog] 清理任务 #%s 的 %d 条日志", taskID, deleted)
+		logger.Infof("[TaskLog] 清理旧日志: #%s 共 %d 条", taskID, deleted)
 	}
 }