diff --git a/packages/frontend/src/views/DashboardView.vue b/packages/frontend/src/views/DashboardView.vue
index c6b76fd..1c82278 100644
--- a/packages/frontend/src/views/DashboardView.vue
+++ b/packages/frontend/src/views/DashboardView.vue
@@ -142,7 +142,8 @@ const isFailedAction = (actionType: string): boolean => {
           <h2 class="text-lg font-medium">{{ t('dashboard.recentConnections', '最近连接') }}</h2>
         </div>
         <div class="p-4">
-          <div v-if="isLoadingConnections" class="text-center text-text-secondary">{{ t('common.loading') }}</div>
+          <!-- Loading State (Only show if loading AND no connections are displayed yet) -->
+          <div v-if="isLoadingConnections && recentConnections.length === 0" class="text-center text-text-secondary">{{ t('common.loading') }}</div>
           <ul v-else-if="recentConnections.length > 0" class="space-y-3">
             <li v-for="conn in recentConnections" :key="conn.id" class="flex items-center justify-between p-3 bg-header/50 border border-border/50 rounded transition duration-150 ease-in-out"> <!-- Applied audit log item style -->
               <div class="flex-grow mr-4 overflow-hidden">
diff --git a/packages/frontend/src/views/QuickCommandsView.vue b/packages/frontend/src/views/QuickCommandsView.vue
index 1ddb1a4..8985432 100644
--- a/packages/frontend/src/views/QuickCommandsView.vue
+++ b/packages/frontend/src/views/QuickCommandsView.vue
@@ -26,7 +26,8 @@
       <!-- List Area -->
       <div class="flex-grow overflow-y-auto p-2">
         <!-- Loading State -->
-        <div v-if="isLoading" class="p-6 text-center text-text-secondary text-sm flex flex-col items-center justify-center h-full">
+        <!-- Loading State (Only show if loading AND no commands are displayed yet) -->
+        <div v-if="isLoading && filteredAndSortedCommands.length === 0" class="p-6 text-center text-text-secondary text-sm flex flex-col items-center justify-center h-full">
           <i class="fas fa-spinner fa-spin text-xl mb-2"></i>
           <p>{{ t('common.loading', '加载中...') }}</p>
         </div>