diff --git a/frontend/src/layouts/components/TagsView/index.vue b/frontend/src/layouts/components/TagsView/index.vue
index fffa8599..5b206382 100644
--- a/frontend/src/layouts/components/TagsView/index.vue
+++ b/frontend/src/layouts/components/TagsView/index.vue
@@ -15,7 +15,8 @@
             :class="['tags-item', { active: tagsViewStore.isActive(tag) }]" :to="{ path: tag.path, query: tag.query }"
             @click.middle="handleMiddleClick(tag)">
             <!-- 为所有标签添加右键菜单 -->
-            <el-dropdown
+            <el-dropdown 
+              v-if="tagsViewStore.isActive(tag)"
               trigger="contextmenu"
               @visible-change="(visible) => onContextMenuVisibleChange(visible, tag)"
               @click.stop>
@@ -85,7 +86,8 @@
                 </el-dropdown-menu>
               </template>
             </el-dropdown>
-
+            <span v-else class="tag-text">{{ translateRouteTitle(tag.title) }}</span>
+            
             <span v-if="!tag.affix" class="tag-close-btn" @click.prevent.stop="closeSelectedTag(tag)">
               <el-icon>
                 <Close />
diff --git a/frontend/src/types/auto-imports.d.ts b/frontend/src/types/auto-imports.d.ts
index d800967e..96afad15 100644
--- a/frontend/src/types/auto-imports.d.ts
+++ b/frontend/src/types/auto-imports.d.ts
@@ -587,7 +587,6 @@ declare module 'vue' {
     readonly useThrottleFn: UnwrapRef<typeof import('@vueuse/core')['useThrottleFn']>
     readonly useThrottledRefHistory: UnwrapRef<typeof import('@vueuse/core')['useThrottledRefHistory']>
     readonly useTimeAgo: UnwrapRef<typeof import('@vueuse/core')['useTimeAgo']>
-    readonly useTimeAgoIntl: UnwrapRef<typeof import('@vueuse/core')['useTimeAgoIntl']>
     readonly useTimeout: UnwrapRef<typeof import('@vueuse/core')['useTimeout']>
     readonly useTimeoutFn: UnwrapRef<typeof import('@vueuse/core')['useTimeoutFn']>
     readonly useTimeoutPoll: UnwrapRef<typeof import('@vueuse/core')['useTimeoutPoll']>
diff --git a/frontend/src/utils/quickStartManager.ts b/frontend/src/utils/quickStartManager.ts
index 50013b6e..78877b4f 100644
--- a/frontend/src/utils/quickStartManager.ts
+++ b/frontend/src/utils/quickStartManager.ts
@@ -76,7 +76,6 @@ class QuickStartManager {
       this.notifyListeners(links);
     } catch (error) {
       console.error('Failed to save quick links:', error);
-      ElMessage.error('保存快速链接失败');
     }
   }
 
@@ -96,7 +95,6 @@ class QuickStartManager {
     } else {
       // 添加新链接
       links.push(link);
-      ElMessage.success(`已添加快速链接：${link.title}`);
     }
     
     this.saveQuickLinks(links);
@@ -109,7 +107,6 @@ class QuickStartManager {
     
     if (filteredLinks.length < links.length) {
       this.saveQuickLinks(filteredLinks);
-      ElMessage.success('已删除快速链接');
     }
   }
 
diff --git a/frontend/src/views/dashboard/components/QuickStart.vue b/frontend/src/views/dashboard/components/QuickStart.vue
index 6507bd6c..fbfc8437 100644
--- a/frontend/src/views/dashboard/components/QuickStart.vue
+++ b/frontend/src/views/dashboard/components/QuickStart.vue
@@ -210,12 +210,10 @@ onUnmounted(() => {
     }
 
     &::-webkit-scrollbar-track {
-      background: #f1f1f1;
       border-radius: 3px;
     }
 
     &::-webkit-scrollbar-thumb {
-      background: #c1c1c1;
       border-radius: 3px;
 
       &:hover {
@@ -266,7 +264,6 @@ onUnmounted(() => {
       .link-title {
         font-size: 14px;
         font-weight: 500;
-        color: #303133;
         margin-bottom: 2px;
         line-height: 1.4;
         display: flex;
diff --git a/frontend/src/views/dashboard/workplace.vue b/frontend/src/views/dashboard/workplace.vue
index d3332fdb..694daf26 100644
--- a/frontend/src/views/dashboard/workplace.vue
+++ b/frontend/src/views/dashboard/workplace.vue
@@ -118,14 +118,11 @@
 </template>
 
 <script setup lang="ts">
-import { Plus } from "@element-plus/icons-vue";
 import { EChartsOption } from 'echarts'
 import { useUserStore } from "@/store/index";
 import { greetings } from '@/utils/common';
 import QuickStart from './components/QuickStart.vue';
 
-const { t } = useI18n();
-
 const userStore = useUserStore();
 const timefix = greetings();