diff --git a/src/components/LeftModule.vue b/src/components/LeftModule.vue
index 422ce94..c9f38ef 100644
--- a/src/components/LeftModule.vue
+++ b/src/components/LeftModule.vue
@@ -77,7 +77,7 @@
 <script lang="ts" setup>
 import { reactive, ref, onMounted, onUnmounted } from 'vue'
 import { useRouter } from 'vue-router'
-import { articleService, categoryService, categoryAttributeService } from "@/services";
+import { categoryService } from "@/services";
 
 // 当前激活菜单
 const activeIndex = ref('/:type')
@@ -92,6 +92,9 @@ const state = reactive({
 // 分类相关状态
 // defineEmits
 const emit = defineEmits(['update-data', 'CategoryModal', 'AttributeModal'])
+const categoryCount = ref(0)
+const AttributeCount = ref(0)
+const articleCount = ref(0)
 
 // 标签相关状态
 // 处理菜单选择跳转
@@ -103,87 +106,36 @@ const handleSelect = (key: string) => {
 router.beforeEach((to) => {
   activeIndex.value = to.path
 })
-
-// 文章数量状态
-const articleCount = ref(0)
-// 分类数量状态
-const categoryCount = ref(0)
-// 标签数量状态
-const AttributeCount = ref(0)
-
-// 获取文章数量
-const fetchArticleCount = async () => {
-  try {
-    const response = await articleService.getAllArticles();
-    articleCount.value = response.data?.length || 0
-  } catch (error) {
-    console.error('获取文章数量失败:', error)
-    articleCount.value = 0
+// 分类树遍历函数
+const traverseCategoryTree = (tree) => {
+    categoryCount.value = tree.length
+    tree.forEach((category) => {
+      category.children.forEach((child) => {
+        articleCount.value += child.articlecount || 0
+      })
+      AttributeCount.value += category.children.length || 0
+    })
   }
-}
-
 // 获取分类数据
-const fetchCategories = async () => {
+const fetchCategoriestree = async () => {
 
   // 分类数据状态
-  const categories = ref<any[]>([])
   try {
-    const response = await categoryService.getAllCategories();
+    const response = await categoryService.getCategoryTree()
     // 如果API返回的数据结构不包含count属性，我们可以模拟一些数据
-    categories.value = response.data?.map((category: any) => ({
-      ...category,
-      count: 0
-    })) || [];
-    categories.value.forEach(async (category: any) => {
-      const attributeResponse = await categoryAttributeService.getAttributesByCategory(category.categoryid)
-      if (attributeResponse.data?.length) {
-        category.count = attributeResponse.data?.length || 0
-      }
-    })
-    categoryCount.value = categories.value.length
+    traverseCategoryTree(response.data || [])
+    return response.data || []
   } catch (error) {
-
     console.error('获取分类失败:', error)
     // 如果API调用失败，使用模拟数据
-    categories.value = [
-
-    ];
-    categoryCount.value = categories.value.length
+    return []
   }
-  return categories.value
 }
 
-// 获取标签数据
-const fetchAttributes = async () => {
-  // 标签数据状态
-  const attributes = ref<any[]>([])
-  try {
-    const response = await categoryAttributeService.getAllAttributes();
-    // 如果API返回的数据结构不包含count属性，我们可以模拟一些数据
-    attributes.value = response.data?.map((attribute: any) => ({
-      ...attribute,
-      count: 0
-    })) || [];
-    attributes.value.forEach(async (attribute: any) => {
-      const articleResponse = await articleService.getArticlesByAttributeId(attribute.attributeid)
-      if (articleResponse.data?.length) {
-        attribute.count = articleResponse.data?.length || 0
-      }
-    })
-    AttributeCount.value = attributes.value.length
-  } catch (error) {
-    console.error('获取标签失败:', error)
-    // 如果API调用失败，使用模拟数据
-    attributes.value = [
-    ];
-    AttributeCount.value = attributes.value.length
-  }
-  return attributes.value
-}
 
 // 向父组件传递标签数据
 const sendData = () => {
-  const data = { fetchAttributes: fetchAttributes(), fetchCategories: fetchCategories() }
+  const data = { fetchCategoriestree: fetchCategoriestree() }
   emit('update-data', data)
 }
 
@@ -206,7 +158,6 @@ const handleScroll = () => {
 // 生命周期管理事件监听，防止内存泄漏
 onMounted(() => {
   window.addEventListener('scroll', handleScroll)
-  fetchArticleCount() // 组件挂载时获取文章数量
   sendData() // 组件挂载时获取标签数据和分类数据
 })
 
diff --git a/src/layouts/MainLayout.vue b/src/layouts/MainLayout.vue
index 345d7c0..bf267b2 100644
--- a/src/layouts/MainLayout.vue
+++ b/src/layouts/MainLayout.vue
@@ -83,9 +83,9 @@
           <button class="category-modal-close" @click="closeCategoryModal">×</button>
         </div>
         <div class="category-modal-body">
-          <button v-for="category in categories" :key="category.typeid" class="category-button"
+          <button v-for="category in Categoriestree" :key="category.typeid" class="category-button"
             @click="handleCategoryClick(category)">
-            {{ category.typename }} <span class="category-button-count">({{ category.count || 0 }})</span>
+            {{ category.name }} <span class="category-button-count">({{ category.children?.length || 0 }})</span>
           </button>
         </div>
       </div>
@@ -101,16 +101,17 @@
           <button class="category-modal-close" @click="closeAttributeModal">×</button>
         </div>
         <div class="category-modal-body">
-          <button v-for="attribute in attributes" :key="attribute.attributeid" class="category-button"
+          <!-- 扁平化处理 -->
+          <button v-for="attribute in getAllAttributes()" :key="attribute.attributeid" class="category-button"
             @click="handleAttributeClick(attribute)">
-            {{ attribute.attributename }} <span class="category-button-count">({{ attribute.count || 0 }})</span>
+            {{ attribute.attributename }} <span class="category-button-count">({{ attribute.articlecount || 0 }})</span>
           </button>
         </div>
       </div>
     </div>
   </Transition>
   <!-- 管理员 -->
-  <Establish class="establish-container"  v-if="Login" />
+  <Establish class="establish-container" v-if="Login" />
 </template>
 
 <script lang="ts" setup>
@@ -122,7 +123,7 @@ import Footer from '@/views/Footer.vue';
 
 // ========== 组件初始化 ==========
 
-// 路由相关
+// 路由相关状态
 const router = useRouter();
 const route = useRoute();
 
@@ -173,22 +174,13 @@ let heroIndex = 0;
 let heroTimer: number | undefined;
 
 // 蒙版相关状态
-const categories = ref<any[]>([])
+const Categoriestree = ref<any[]>([])
 const showCategoryModal = ref(false)
-const attributes = ref<any[]>([])
 const showAttributeModal = ref(false)
-// 显示分类蒙板
-const openCategoryModal = () => {
-  showCategoryModal.value = true;
-}
 // 关闭分类蒙板
 const closeCategoryModal = () => {
   showCategoryModal.value = false;
 }
-// 显示标签蒙板
-const openAttributeModal = () => {
-  showAttributeModal.value = true;
-}
 // 关闭标签蒙板
 const closeAttributeModal = () => {
   showAttributeModal.value = false;
@@ -196,40 +188,22 @@ const closeAttributeModal = () => {
 // 左侧状态栏传值
 const updateData = (data: any) => {
   // 处理异步数据
-  if (data.fetchCategories && typeof data.fetchCategories.then === 'function') {
-    data.fetchCategories.then(result => {
-      categories.value = result || []
+  // console.log(data.fetchCategoriestree)
+  if (data.fetchCategoriestree && typeof data.fetchCategoriestree.then === 'function') {
+    data.fetchCategoriestree.then(result => {
+      Categoriestree.value = result || []
     })
   } else {
-    categories.value = data.fetchCategories || []
-  }
-  if (data.fetchAttributes && typeof data.fetchAttributes.then === 'function') {
-    data.fetchAttributes.then(result => {
-      attributes.value = result || []
-    })
-  } else {
-    attributes.value = data.fetchAttributes || []
+    Categoriestree.value = data.fetchCategoriestree || []
   }
 }
 // 分类相关状态
 const CategoryModal = async (data: any) => {
-  if (data.ifmodal) {
-    openCategoryModal()
-    // console.log('打开分类蒙板')
-  } else {
-    closeCategoryModal()
-    // console.log('关闭分类蒙板')
-  }
+  showCategoryModal.value = data.ifmodal
 }
 // 标签相关状态
 const AttributeModal = async (data: any) => {
-  if (data.ifmodal) {
-    openAttributeModal()
-    // console.log('打开标签蒙板')
-  } else {
-    closeAttributeModal()
-    // console.log('关闭标签蒙板')
-  }
+  showAttributeModal.value = data.ifmodal
 }
 //  ========== 蒙版事件 ==========
 
@@ -262,6 +236,11 @@ const handleAttributeClick = (attribute: any) => {
   closeAttributeModal()
 }
 
+// 获取所有标签，扁平化处理
+const getAllAttributes = () => {
+  return Categoriestree.value.flatMap(category => category.children || [])
+}
+
 // ========== 打字机效果模块 ==========
 
 /**
@@ -580,7 +559,7 @@ const removeGlobalStoreValue = () => {
     globalStore.removeValue('articlestatus');
     globalStore.removeValue('attribute');
   }
-// 不在article或者不在articlesave移除文章全局状态值
+  // 不在article或者不在articlesave移除文章全局状态值
   if (rpsliturl[1] !== 'article' && rpsliturl[1] !== 'articlesave') {
     globalStore.removeValue('articleInfo');
   }
diff --git a/src/router/Router.js b/src/router/Router.js
index 24bebc9..3435071 100644
--- a/src/router/Router.js
+++ b/src/router/Router.js
@@ -6,10 +6,8 @@ import NonsensePage from '../views/nonsense.vue'
 import MessageBoardPage from '../views/messageboard.vue'
 import AboutMePage from '../views/aboutme.vue'
 import ArticleContentPage from '../views/articlecontents.vue'
-import LoginPage from '../views/login.vue'
 import ArticleSavePage from '../views/articlesave.vue'
-// 导入全局状态管理
-import { useGlobalStore } from '@/store/globalStore'
+import LoginPage from '../views/login.vue'
 // 导入Element Plus消息组件
 import { ElMessage } from 'element-plus'
 
@@ -149,31 +147,30 @@ router.beforeEach((to, from, next) => {
     document.title = '个人博客'
   }
   
-  // 获取全局状态
-  const globalStore = useGlobalStore()
-  
-  // 从localStorage获取token
+  // 从localStorage获取token和登录状态
   const token = localStorage.getItem('token')
+  const savedSpecificData = localStorage.getItem('globalStoreSpecificData')
+  const initialSpecificData = savedSpecificData ? JSON.parse(savedSpecificData) : {}
   
-  // 如果有token但登录状态为false，自动恢复登录状态
-  if (token && !globalStore.Login && !isTokenExpired(token)) {
-    globalStore.setLoginStatus(true)
-  }
+  // 检查token是否有效
+  const isTokenValid = token && !isTokenExpired(token)
   
   // 如果有token但已过期，清除token和登录状态
   if (token && isTokenExpired(token)) {
     localStorage.removeItem('token')
-    globalStore.setLoginStatus(false)
+    // 直接更新localStorage中的登录状态
+    initialSpecificData.Login = false
+    localStorage.setItem('globalStoreSpecificData', JSON.stringify(initialSpecificData))
     ElMessage.error('登录已过期，请重新登录')
   }
   
   // 检查是否需要认证
   if (to.meta.requiresAuth) {
-    // 如果已登录，允许访问
-    if (globalStore.Login) {
+    // 如果token有效，允许访问
+    if (isTokenValid) {
       next()
     } else {
-      // 未登录，重定向到登录页
+      // 未登录或token已过期，重定向到登录页
       ElMessage.warning('请先登录')
       next('/login')
     }
diff --git a/src/services/apiService.js b/src/services/apiService.js
index 6984d35..51095a3 100644
--- a/src/services/apiService.js
+++ b/src/services/apiService.js
@@ -4,7 +4,7 @@ import { ElMessage } from 'element-plus'
 
 // 创建axios实例
 const api = axios.create({
-  baseURL: '/api', 
+  baseURL: 'http://localhost:7071/api', 
   timeout: 10000, // 请求超时时间
   withCredentials: true // 允许跨域请求携带凭证（如cookies）
 })
diff --git a/src/store/globalStore.js b/src/store/globalStore.js
index 9ab2912..be9bb02 100644
--- a/src/store/globalStore.js
+++ b/src/store/globalStore.js
@@ -1,6 +1,4 @@
-import Login from '@/views/login.vue'
 import { defineStore } from 'pinia'
-
 /**
  * 全局状态管理store
  * 提供全局的传值和获取值的功能
diff --git a/src/views/aericlelist.vue b/src/views/aericlelist.vue
index d26dd13..346bebb 100644
--- a/src/views/aericlelist.vue
+++ b/src/views/aericlelist.vue
@@ -15,21 +15,21 @@
       <el-button type="primary" @click="fetchCategories">重新加载</el-button>
     </div>
     <!-- 分类列表 -->
-    <div v-else-if="categories.length > 0" class="article-content" id="category-list">
+    <div v-else-if="categoriestree.length > 0" class="article-content" id="category-list">
       <p><strong></strong></p>
       <div class="alert alert-primary"><strong><span class="alert-inner-text">文章分类如下，点击跳转</span> </strong></div>
-      <div v-for="categoryGroup in categories" :key="categoryGroup.Categoryid" class="category-group-container">
-        <div v-if="categoryGroup.attributes.length > 0 && categoryGroup.attributes.some(cat => cat.articles && cat.articles.length > 0)">
-          <h2 id="header-id-1">{{ categoryGroup.typename }}</h2>
-          <!-- 计算该分类组中实际有文章的属性数量 -->
-          <span class="badge badge-primary">共 {{ categoryGroup.attributes.reduce((total, cat) => total + (cat.articles && cat.articles.length ? cat.articles.length : 0), 0) }} 篇</span>
+      <div v-for="categoryGroup in categoriestree" :key="categoryGroup.id" class="category-group-container">
+        <div v-if="calculateTotalArticles(categoryGroup.children) > 0">
+          <h2 id="header-id-1">{{ categoryGroup.name }}</h2>
+          <span class="badge badge-primary">共 {{ calculateTotalArticles(categoryGroup.children) }} 篇</span>
           <ul class="category-item-list">
-            <div v-for="attribute in categoryGroup.attributes" :key="attribute.attributeid">
-              <li v-if="attribute.articles && attribute.articles.length > 0">
-                &nbsp;&nbsp;<a class="category-link" @click="handleCategoryClick(attribute)"><kbd>{{ attribute.attributename}}</kbd></a>
-                &nbsp; — —({{ attribute.articles.length }})
+            <div v-for="attribute in categoryGroup.children" :key="attribute.id">
+              <li v-if="attribute.articlecount && attribute.articlecount > 0">
+                &nbsp;&nbsp;<a class="category-link" @click="handleCategoryClick(attribute)"><kbd>{{
+                  attribute.attributename}}</kbd></a>
+                &nbsp; — —({{ attribute.articlecount }})
               </li>
-              </div>
+            </div>
           </ul>
         </div>
 
@@ -40,7 +40,7 @@
     <div v-else class="empty-state-container">
       <el-empty description="暂无分类" />
     </div>
-     
+
   </div>
 </template>
 
@@ -50,14 +50,14 @@ import { ref, onMounted } from 'vue'
 // 由于模块 '@/services' 没有导出的成员 'CategoryService'，请确认正确的导出名称后修改此处
 // 以下代码仅作示例，实际需根据 '@/services' 模块的真实导出调整
 import { ElMessage } from 'element-plus'
-import { categoryService, categoryAttributeService, articleService } from '@/services'
+import { categoryService } from '@/services'
 import { useGlobalStore } from '@/store/globalStore'
 
 const globalStore = useGlobalStore()
 const router = useRouter()
 
 // 响应式状态
-const categories = ref<any[]>([])
+const categoriestree = ref<any[]>([])
 const loading = ref(false)
 const error = ref('')
 
@@ -67,46 +67,44 @@ const error = ref('')
 const fetchCategories = async () => {
   try {
     loading.value = true;
-    const res = await categoryService.getAllCategories();
-    let processedCategories: any[] = [];
-    if (res.code === 200) {
-      processedCategories = res.data.map(item => ({
-        ...item,
-        attributes: [] // 使用更清晰的命名
-      }));
-      
-      // 使用Promise.all等待所有异步操作完成
-      await Promise.all(
-        processedCategories.map(async category => {
-          const attributes = await categoryAttributeService.getAttributesByCategory(category.categoryid);
-          if (attributes.code === 200 && Array.isArray(attributes.data)) {
-            const processedAttributes = await Promise.all(
-              attributes.data.map(async item => {
-                const articleItem = {
-                  ...item,
-                  articles: []
-                };
-                const articlesRes = await articleService.getArticlesByAttributeId(item.attributeid);
-                if(articlesRes.code === 200 && Array.isArray(articlesRes.data)){
-                  articleItem.articles = articlesRes.data;
-                }
-                return articleItem;
-              })
-            );
-            category.attributes = processedAttributes;
-          }
-        })
-      );
+    const res = await categoryService.getCategoryTree();
+    if (res.code !== 200) {
+      return []
     }
-    categories.value = processedCategories;
-    // console.log('获取分类列表成功:', categories.value);
+
+    categoriestree.value = res.data;
+    // console.log('获取分类列表成功:', categoriestree.value);
   } catch (err) {
     console.error('获取分类列表失败:', err);
     ElMessage.error('获取分类列表失败，请稍后重试');
-  }finally{
+  } finally {
     loading.value = false;
   }
 }
+/**
+ * 过滤出有文章的分类组
+ * @param {any[]} categoryGroups - 分类组数组
+ * @returns {any[]} - 有文章的分类组数组
+ */
+const filterCategoriesWithArticles = (categoryGroups: any[]) => {
+  return categoryGroups.filter(group =>
+    group.children.some(child => child.articlecount && child.articlecount > 0)
+  )
+}
+/**
+ * 计算文章总数
+ * @param {any[]} categoryGroups - 分类组数组
+ * @returns {number} - 文章总数
+ */
+const calculateTotalArticles = (categoryGroups: any[]) => {
+  let TotalArticles = 0
+  if (categoryGroups.length > 0) {
+    categoryGroups.forEach(group => {
+      TotalArticles += group.articlecount
+    })
+  }
+  return TotalArticles
+}
 /**
 * 处理分类点击事件
 * 注意：现在实际上使用的是属性ID而不是分类ID
@@ -115,8 +113,8 @@ const fetchCategories = async () => {
 const handleCategoryClick = (attribute: any) => {
   globalStore.removeValue('attribute')
   globalStore.setValue('attribute', {
-    id:  attribute.attributeid,
-    name: attribute.attributename 
+    id: attribute.attributeid,
+    name: attribute.attributename
   })
   router.push({
     path: '/home/aericleattribute',
@@ -124,20 +122,7 @@ const handleCategoryClick = (attribute: any) => {
   })
 }
 
-/**
- * 计算分类组中的文章总数
- * @param {Array} categoryItems - 分类项数组
- * @returns {number} 文章总数
- */
-const getCategorySum = (categoryItems: any[]): number => {
-  if (!categoryItems || !Array.isArray(categoryItems)) {
-    return 0
-  }
 
-  return categoryItems.reduce((total, item) => {
-    return total + (item.sum || 0)
-  }, 0)
-}
 
 /**
  * 组件挂载时获取分类列表
diff --git a/src/views/nonsense.vue b/src/views/nonsense.vue
index 8331df0..2779ace 100644
--- a/src/views/nonsense.vue
+++ b/src/views/nonsense.vue
@@ -102,17 +102,12 @@ const loadNonsenseList = async () => {
       pageNum: pageNum.value - 1,
       pageSize: pageSize.value
     })
-    // console.log(response)
     if (response.code === 200) {
       nonsenseList.value = response.data
       // 计算总页数
       totalPages.value = response.totalPages
       // 显示当前页的内容
       displayedNonsenseList.value = response.data
-      // 初始化字符样式
-      // initializeCharStyles()
-      // 开始颜色变化定时器
-      // console.log(displayedNonsenseList.value)
     } else {
       ElMessage.error('加载吐槽内容失败')
       error.value = true