diff --git a/src-tauri/src/module/lightweight.rs b/src-tauri/src/module/lightweight.rs
index d0e51fbf..4f55b494 100644
--- a/src-tauri/src/module/lightweight.rs
+++ b/src-tauri/src/module/lightweight.rs
@@ -1,7 +1,3 @@
-use anyhow::{Context, Result};
-use delay_timer::prelude::TaskBuilder;
-use tauri::{Listener, Manager};
-
 use crate::{
     config::Config,
     core::{handle, timer::Timer},
@@ -10,6 +6,13 @@ use crate::{
     AppHandleManager,
 };
 
+use anyhow::{Context, Result};
+use delay_timer::prelude::TaskBuilder;
+use once_cell::sync::OnceCell;
+use tauri::{Listener, Manager};
+
+pub static AUTO_LIGHT_WEIGHT_MODE_INIT: OnceCell<()> = OnceCell::new();
+
 const LIGHT_WEIGHT_TASK_UID: &str = "light_weight_task";
 
 pub fn enable_auto_light_weight_mode() {
@@ -143,3 +146,19 @@ fn cancel_light_weight_timer() -> Result<()> {
 
     Ok(())
 }
+
+pub fn run_once_auto_lightweight() {
+    AUTO_LIGHT_WEIGHT_MODE_INIT.get_or_init(|| {
+        let is_silent_start = { Config::verge().data().enable_silent_start }.unwrap_or(false);
+        let enable_auto = { Config::verge().data().enable_auto_light_weight_mode }.unwrap_or(false);
+        if enable_auto && is_silent_start {
+            logging!(
+                info,
+                Type::Lightweight,
+                true,
+                "Add timer listener when creating window in silent start mode"
+            );
+            enable_auto_light_weight_mode();
+        }
+    });
+}
diff --git a/src-tauri/src/utils/resolve.rs b/src-tauri/src/utils/resolve.rs
index 09bafbd9..dfbce97a 100644
--- a/src-tauri/src/utils/resolve.rs
+++ b/src-tauri/src/utils/resolve.rs
@@ -109,8 +109,9 @@ pub async fn resolve_setup(app: &mut App) {
 
     logging_error!(Type::System, true, timer::Timer::global().init());
 
-    let enable_auto_light_weight_mode = { Config::verge().data().enable_auto_light_weight_mode };
-    if enable_auto_light_weight_mode.unwrap_or(false) {
+    let enable_auto_light_weight_mode =
+        { Config::verge().data().enable_auto_light_weight_mode }.unwrap_or(false);
+    if enable_auto_light_weight_mode && !is_silent_start {
         lightweight::enable_auto_light_weight_mode();
     }
 
@@ -296,6 +297,9 @@ pub fn create_window(is_showup: bool) {
         Ok(window) => {
             logging!(info, Type::Window, true, "Window created successfully");
 
+            // 静默启动模式等窗口初始化再启动自动进入轻量模式的计时监听器，防止初始化的时候找不到窗口对象导致监听器挂载失败
+            lightweight::run_once_auto_lightweight();
+
             // 标记前端UI已准备就绪，向前端发送启动完成事件
             let app_handle_clone = app_handle.clone();