diff --git a/frontend/src/composables/__tests__/useRoutePrefetch.spec.ts b/frontend/src/composables/__tests__/useRoutePrefetch.spec.ts
index 7c556bec..95a7716f 100644
--- a/frontend/src/composables/__tests__/useRoutePrefetch.spec.ts
+++ b/frontend/src/composables/__tests__/useRoutePrefetch.spec.ts
@@ -2,20 +2,7 @@
  * useRoutePrefetch 组合式函数单元测试
  */
 import { describe, it, expect, vi, beforeEach, afterEach } from 'vitest'
-import type { RouteLocationNormalized } from 'vue-router'
-
-// Mock 所有动态 import
-vi.mock('@/views/admin/AccountsView.vue', () => ({ default: {} }))
-vi.mock('@/views/admin/UsersView.vue', () => ({ default: {} }))
-vi.mock('@/views/admin/DashboardView.vue', () => ({ default: {} }))
-vi.mock('@/views/admin/GroupsView.vue', () => ({ default: {} }))
-vi.mock('@/views/admin/SubscriptionsView.vue', () => ({ default: {} }))
-vi.mock('@/views/admin/RedeemView.vue', () => ({ default: {} }))
-vi.mock('@/views/user/KeysView.vue', () => ({ default: {} }))
-vi.mock('@/views/user/UsageView.vue', () => ({ default: {} }))
-vi.mock('@/views/user/DashboardView.vue', () => ({ default: {} }))
-vi.mock('@/views/user/RedeemView.vue', () => ({ default: {} }))
-vi.mock('@/views/user/ProfileView.vue', () => ({ default: {} }))
+import type { RouteLocationNormalized, Router, RouteRecordNormalized } from 'vue-router'
 
 import { useRoutePrefetch, _adminPrefetchMap, _userPrefetchMap } from '../useRoutePrefetch'
 
@@ -32,11 +19,37 @@ const createMockRoute = (path: string): RouteLocationNormalized => ({
   redirectedFrom: undefined
 })
 
+// Mock Router
+const createMockRouter = (): Router => {
+  const mockImportFn = vi.fn().mockResolvedValue({ default: {} })
+
+  const routes: Partial<RouteRecordNormalized>[] = [
+    { path: '/admin/dashboard', components: { default: mockImportFn } },
+    { path: '/admin/accounts', components: { default: mockImportFn } },
+    { path: '/admin/users', components: { default: mockImportFn } },
+    { path: '/admin/groups', components: { default: mockImportFn } },
+    { path: '/admin/subscriptions', components: { default: mockImportFn } },
+    { path: '/admin/redeem', components: { default: mockImportFn } },
+    { path: '/dashboard', components: { default: mockImportFn } },
+    { path: '/keys', components: { default: mockImportFn } },
+    { path: '/usage', components: { default: mockImportFn } },
+    { path: '/redeem', components: { default: mockImportFn } },
+    { path: '/profile', components: { default: mockImportFn } }
+  ]
+
+  return {
+    getRoutes: () => routes as RouteRecordNormalized[]
+  } as Router
+}
+
 describe('useRoutePrefetch', () => {
   let originalRequestIdleCallback: typeof window.requestIdleCallback
   let originalCancelIdleCallback: typeof window.cancelIdleCallback
+  let mockRouter: Router
 
   beforeEach(() => {
+    mockRouter = createMockRouter()
+
     // 保存原始函数
     originalRequestIdleCallback = window.requestIdleCallback
     originalCancelIdleCallback = window.cancelIdleCallback
@@ -58,14 +71,14 @@ describe('useRoutePrefetch', () => {
 
   describe('_isAdminRoute', () => {
     it('应该正确识别管理员路由', () => {
-      const { _isAdminRoute } = useRoutePrefetch()
+      const { _isAdminRoute } = useRoutePrefetch(mockRouter)
       expect(_isAdminRoute('/admin/dashboard')).toBe(true)
       expect(_isAdminRoute('/admin/users')).toBe(true)
       expect(_isAdminRoute('/admin/accounts')).toBe(true)
     })
 
     it('应该正确识别非管理员路由', () => {
-      const { _isAdminRoute } = useRoutePrefetch()
+      const { _isAdminRoute } = useRoutePrefetch(mockRouter)
       expect(_isAdminRoute('/dashboard')).toBe(false)
       expect(_isAdminRoute('/keys')).toBe(false)
       expect(_isAdminRoute('/usage')).toBe(false)
@@ -74,7 +87,7 @@ describe('useRoutePrefetch', () => {
 
   describe('_getPrefetchConfig', () => {
     it('管理员 dashboard 应该返回正确的预加载配置', () => {
-      const { _getPrefetchConfig } = useRoutePrefetch()
+      const { _getPrefetchConfig } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/admin/dashboard')
       const config = _getPrefetchConfig(route)
 
@@ -82,7 +95,7 @@ describe('useRoutePrefetch', () => {
     })
 
     it('普通用户 dashboard 应该返回正确的预加载配置', () => {
-      const { _getPrefetchConfig } = useRoutePrefetch()
+      const { _getPrefetchConfig } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/dashboard')
       const config = _getPrefetchConfig(route)
 
@@ -90,7 +103,7 @@ describe('useRoutePrefetch', () => {
     })
 
     it('未定义的路由应该返回空数组', () => {
-      const { _getPrefetchConfig } = useRoutePrefetch()
+      const { _getPrefetchConfig } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/unknown-route')
       const config = _getPrefetchConfig(route)
 
@@ -100,7 +113,7 @@ describe('useRoutePrefetch', () => {
 
   describe('triggerPrefetch', () => {
     it('应该在浏览器空闲时触发预加载', async () => {
-      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch()
+      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/admin/dashboard')
 
       triggerPrefetch(route)
@@ -112,7 +125,7 @@ describe('useRoutePrefetch', () => {
     })
 
     it('应该避免重复预加载同一路由', async () => {
-      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch()
+      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/admin/dashboard')
 
       triggerPrefetch(route)
@@ -129,7 +142,7 @@ describe('useRoutePrefetch', () => {
 
   describe('cancelPendingPrefetch', () => {
     it('应该取消挂起的预加载任务', () => {
-      const { triggerPrefetch, cancelPendingPrefetch, prefetchedRoutes } = useRoutePrefetch()
+      const { triggerPrefetch, cancelPendingPrefetch, prefetchedRoutes } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/admin/dashboard')
 
       triggerPrefetch(route)
@@ -142,7 +155,7 @@ describe('useRoutePrefetch', () => {
 
   describe('路由变化时取消之前的预加载', () => {
     it('应该在路由变化时取消之前的预加载任务', async () => {
-      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch()
+      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch(mockRouter)
 
       // 触发第一个路由的预加载
       triggerPrefetch(createMockRoute('/admin/dashboard'))
@@ -160,7 +173,7 @@ describe('useRoutePrefetch', () => {
 
   describe('resetPrefetchState', () => {
     it('应该重置所有预加载状态', async () => {
-      const { triggerPrefetch, resetPrefetchState, prefetchedRoutes } = useRoutePrefetch()
+      const { triggerPrefetch, resetPrefetchState, prefetchedRoutes } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/admin/dashboard')
 
       triggerPrefetch(route)
@@ -194,7 +207,7 @@ describe('useRoutePrefetch', () => {
         return setTimeout(() => cb({ didTimeout: true, timeRemaining: () => 0 }), timeout)
       })
 
-      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch()
+      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/dashboard')
 
       triggerPrefetch(route)
@@ -208,12 +221,24 @@ describe('useRoutePrefetch', () => {
 
   describe('预加载失败处理', () => {
     it('预加载失败时应该静默处理不影响页面功能', async () => {
-      // 这个测试验证预加载失败不会抛出异常
-      const { triggerPrefetch } = useRoutePrefetch()
+      const { triggerPrefetch } = useRoutePrefetch(mockRouter)
       const route = createMockRoute('/admin/dashboard')
 
       // 不应该抛出异常
       expect(() => triggerPrefetch(route)).not.toThrow()
     })
   })
+
+  describe('无 router 时的行为', () => {
+    it('没有传入 router 时应该正常工作但不执行预加载', async () => {
+      const { triggerPrefetch, prefetchedRoutes } = useRoutePrefetch()
+      const route = createMockRoute('/admin/dashboard')
+
+      triggerPrefetch(route)
+      await new Promise((resolve) => setTimeout(resolve, 100))
+
+      // 没有 router，无法获取组件，所以不会预加载
+      expect(prefetchedRoutes.value.size).toBe(0)
+    })
+  })
 })
diff --git a/frontend/src/composables/useRoutePrefetch.ts b/frontend/src/composables/useRoutePrefetch.ts
index 854305ce..b1b5a032 100644
--- a/frontend/src/composables/useRoutePrefetch.ts
+++ b/frontend/src/composables/useRoutePrefetch.ts
@@ -1,9 +1,14 @@
 /**
  * 路由预加载组合式函数
  * 在浏览器空闲时预加载可能访问的下一个页面，提升导航体验
+ *
+ * 优化说明：
+ * - 不使用静态 import() 映射表，避免增加入口文件大小
+ * - 通过路由配置动态获取组件的 import 函数
+ * - 只在实际需要预加载时才执行
  */
 import { ref, readonly } from 'vue'
-import type { RouteLocationNormalized, RouteRecordRaw } from 'vue-router'
+import type { RouteLocationNormalized, Router } from 'vue-router'
 
 /**
  * 组件导入函数类型
@@ -11,32 +16,31 @@ import type { RouteLocationNormalized, RouteRecordRaw } from 'vue-router'
 type ComponentImportFn = () => Promise<unknown>
 
 /**
- * 预加载配置类型
+ * 预加载邻接表：定义每个路由应该预加载哪些相邻路由
+ * 只存储路由路径，不存储 import 函数，避免打包问题
  */
-interface PrefetchConfig {
-  [path: string]: ComponentImportFn[]
-}
-
-/**
- * 路由预加载元数据扩展
- * 在路由 meta 中可以指定 prefetch 配置
- */
-declare module 'vue-router' {
-  interface RouteMeta {
-    /** 需要预加载的路由路径列表 */
-    prefetch?: string[]
-  }
+const PREFETCH_ADJACENCY: Record<string, string[]> = {
+  // Admin routes - 预加载最常访问的相邻页面
+  '/admin/dashboard': ['/admin/accounts', '/admin/users'],
+  '/admin/accounts': ['/admin/dashboard', '/admin/users'],
+  '/admin/users': ['/admin/groups', '/admin/dashboard'],
+  '/admin/groups': ['/admin/subscriptions', '/admin/users'],
+  '/admin/subscriptions': ['/admin/groups', '/admin/redeem'],
+  // User routes
+  '/dashboard': ['/keys', '/usage'],
+  '/keys': ['/dashboard', '/usage'],
+  '/usage': ['/keys', '/redeem'],
+  '/redeem': ['/usage', '/profile'],
+  '/profile': ['/dashboard', '/keys']
 }
 
 /**
  * requestIdleCallback 的返回类型
- * 在支持的浏览器中返回 number，polyfill 中使用 ReturnType<typeof setTimeout>
  */
 type IdleCallbackHandle = number | ReturnType<typeof setTimeout>
 
 /**
- * requestIdleCallback polyfill
- * Safari < 15 不支持 requestIdleCallback
+ * requestIdleCallback polyfill (Safari < 15)
  */
 const scheduleIdleCallback = (
   callback: IdleRequestCallback,
@@ -45,12 +49,8 @@ const scheduleIdleCallback = (
   if (typeof window.requestIdleCallback === 'function') {
     return window.requestIdleCallback(callback, options)
   }
-  // Fallback: 使用 setTimeout 模拟，延迟 1 秒执行
   return setTimeout(() => {
-    callback({
-      didTimeout: false,
-      timeRemaining: () => 50
-    })
+    callback({ didTimeout: false, timeRemaining: () => 50 })
   }, 1000)
 }
 
@@ -62,169 +62,46 @@ const cancelScheduledCallback = (handle: IdleCallbackHandle): void => {
   }
 }
 
-/**
- * 从路由配置自动生成预加载映射表
- * 根据路由的 meta.prefetch 配置和同级路由自动生成
- *
- * @param routes - 路由配置数组
- * @returns 预加载映射表
- */
-export function generatePrefetchMap(routes: RouteRecordRaw[]): PrefetchConfig {
-  const prefetchMap: PrefetchConfig = {}
-  const routeComponentMap = new Map<string, ComponentImportFn>()
-
-  // 第一遍：收集所有路由的组件导入函数
-  const collectComponents = (routeList: RouteRecordRaw[], prefix = '') => {
-    for (const route of routeList) {
-      if (route.redirect) continue
-
-      const fullPath = prefix + route.path
-      if (route.component && typeof route.component === 'function') {
-        routeComponentMap.set(fullPath, route.component as ComponentImportFn)
-      }
-
-      // 递归处理子路由
-      if (route.children) {
-        collectComponents(route.children, fullPath)
-      }
-    }
-  }
-
-  collectComponents(routes)
-
-  // 第二遍：根据 meta.prefetch 或同级路由生成预加载映射
-  const generateMapping = (routeList: RouteRecordRaw[], siblings: RouteRecordRaw[] = []) => {
-    for (let i = 0; i < routeList.length; i++) {
-      const route = routeList[i]
-      if (route.redirect || !route.component) continue
-
-      const path = route.path
-      const prefetchPaths: string[] = []
-
-      // 优先使用 meta.prefetch 配置
-      if (route.meta?.prefetch && Array.isArray(route.meta.prefetch)) {
-        prefetchPaths.push(...route.meta.prefetch)
-      } else {
-        // 自动预加载相邻的同级路由（前后各一个）
-        const siblingRoutes = siblings.length > 0 ? siblings : routeList
-        const currentIndex = siblingRoutes.findIndex((r) => r.path === path)
-
-        if (currentIndex > 0) {
-          const prev = siblingRoutes[currentIndex - 1]
-          if (prev && !prev.redirect && prev.component) {
-            prefetchPaths.push(prev.path)
-          }
-        }
-        if (currentIndex < siblingRoutes.length - 1) {
-          const next = siblingRoutes[currentIndex + 1]
-          if (next && !next.redirect && next.component) {
-            prefetchPaths.push(next.path)
-          }
-        }
-      }
-
-      // 转换为组件导入函数
-      const importFns: ComponentImportFn[] = []
-      for (const prefetchPath of prefetchPaths) {
-        const importFn = routeComponentMap.get(prefetchPath)
-        if (importFn) {
-          importFns.push(importFn)
-        }
-      }
-
-      if (importFns.length > 0) {
-        prefetchMap[path] = importFns
-      }
-
-      // 递归处理子路由
-      if (route.children) {
-        generateMapping(route.children, route.children)
-      }
-    }
-  }
-
-  // 分别处理用户路由和管理员路由
-  const userRoutes = routes.filter(
-    (r) => !r.path.startsWith('/admin') && !r.path.startsWith('/auth') && !r.path.startsWith('/setup')
-  )
-  const adminRoutes = routes.filter((r) => r.path.startsWith('/admin'))
-
-  generateMapping(userRoutes, userRoutes)
-  generateMapping(adminRoutes, adminRoutes)
-
-  return prefetchMap
-}
-
-/**
- * 默认预加载映射表（手动配置，优先级更高）
- * 可以覆盖自动生成的映射
- */
-const defaultAdminPrefetchMap: PrefetchConfig = {
-  '/admin/dashboard': [
-    () => import('@/views/admin/AccountsView.vue'),
-    () => import('@/views/admin/UsersView.vue')
-  ],
-  '/admin/accounts': [
-    () => import('@/views/admin/DashboardView.vue'),
-    () => import('@/views/admin/UsersView.vue')
-  ],
-  '/admin/users': [
-    () => import('@/views/admin/GroupsView.vue'),
-    () => import('@/views/admin/DashboardView.vue')
-  ]
-}
-
-const defaultUserPrefetchMap: PrefetchConfig = {
-  '/dashboard': [
-    () => import('@/views/user/KeysView.vue'),
-    () => import('@/views/user/UsageView.vue')
-  ],
-  '/keys': [
-    () => import('@/views/user/DashboardView.vue'),
-    () => import('@/views/user/UsageView.vue')
-  ],
-  '/usage': [
-    () => import('@/views/user/KeysView.vue'),
-    () => import('@/views/user/RedeemView.vue')
-  ]
-}
-
 /**
  * 路由预加载组合式函数
  *
- * @param customPrefetchMap - 自定义预加载映射表（可选）
+ * @param router - Vue Router 实例，用于获取路由组件
  */
-export function useRoutePrefetch(customPrefetchMap?: PrefetchConfig) {
-  // 合并预加载映射表：自定义 > 默认管理员 > 默认用户
-  const prefetchMap: PrefetchConfig = {
-    ...defaultUserPrefetchMap,
-    ...defaultAdminPrefetchMap,
-    ...customPrefetchMap
-  }
-
+export function useRoutePrefetch(router?: Router) {
   // 当前挂起的预加载任务句柄
   const pendingPrefetchHandle = ref<IdleCallbackHandle | null>(null)
 
-  // 已预加载的路由集合（避免重复预加载）
+  // 已预加载的路由集合
   const prefetchedRoutes = ref<Set<string>>(new Set())
 
   /**
-   * 判断是否为管理员路由
+   * 从路由配置中获取组件的 import 函数
    */
-  const isAdminRoute = (path: string): boolean => {
-    return path.startsWith('/admin')
+  const getComponentImporter = (path: string): ComponentImportFn | null => {
+    if (!router) return null
+
+    const routes = router.getRoutes()
+    const route = routes.find((r) => r.path === path)
+
+    if (route && route.components?.default) {
+      const component = route.components.default
+      // 检查是否是懒加载组件（函数形式）
+      if (typeof component === 'function') {
+        return component as ComponentImportFn
+      }
+    }
+    return null
   }
 
   /**
-   * 获取当前路由对应的预加载配置
+   * 获取当前路由应该预加载的路由路径列表
    */
-  const getPrefetchConfig = (route: RouteLocationNormalized): ComponentImportFn[] => {
-    return prefetchMap[route.path] || []
+  const getPrefetchPaths = (route: RouteLocationNormalized): string[] => {
+    return PREFETCH_ADJACENCY[route.path] || []
   }
 
   /**
    * 执行单个组件的预加载
-   * 静默处理错误，不影响页面功能
    */
   const prefetchComponent = async (importFn: ComponentImportFn): Promise<void> => {
     try {
@@ -249,56 +126,77 @@ export function useRoutePrefetch(customPrefetchMap?: PrefetchConfig) {
 
   /**
    * 触发路由预加载
-   * 在浏览器空闲时执行，超时 2 秒后强制执行
    */
   const triggerPrefetch = (route: RouteLocationNormalized): void => {
-    // 取消之前的预加载任务
     cancelPendingPrefetch()
 
-    const prefetchList = getPrefetchConfig(route)
-    if (prefetchList.length === 0) {
-      return
-    }
+    const prefetchPaths = getPrefetchPaths(route)
+    if (prefetchPaths.length === 0) return
 
-    // 在浏览器空闲时执行预加载
     pendingPrefetchHandle.value = scheduleIdleCallback(
       () => {
         pendingPrefetchHandle.value = null
 
-        // 过滤掉已预加载的组件
         const routePath = route.path
-        if (prefetchedRoutes.value.has(routePath)) {
-          return
+        if (prefetchedRoutes.value.has(routePath)) return
+
+        // 获取需要预加载的组件 import 函数
+        const importFns: ComponentImportFn[] = []
+        for (const path of prefetchPaths) {
+          const importFn = getComponentImporter(path)
+          if (importFn) {
+            importFns.push(importFn)
+          }
         }
 
-        // 执行预加载
-        Promise.all(prefetchList.map(prefetchComponent)).then(() => {
-          prefetchedRoutes.value.add(routePath)
-        })
+        if (importFns.length > 0) {
+          Promise.all(importFns.map(prefetchComponent)).then(() => {
+            prefetchedRoutes.value.add(routePath)
+          })
+        }
       },
-      { timeout: 2000 } // 2 秒超时
+      { timeout: 2000 }
     )
   }
 
   /**
-   * 重置预加载状态（用于测试）
+   * 重置预加载状态
    */
   const resetPrefetchState = (): void => {
     cancelPendingPrefetch()
     prefetchedRoutes.value.clear()
   }
 
+  /**
+   * 判断是否为管理员路由
+   */
+  const isAdminRoute = (path: string): boolean => {
+    return path.startsWith('/admin')
+  }
+
+  /**
+   * 获取预加载配置（兼容旧 API）
+   */
+  const getPrefetchConfig = (route: RouteLocationNormalized): ComponentImportFn[] => {
+    const paths = getPrefetchPaths(route)
+    const importFns: ComponentImportFn[] = []
+    for (const path of paths) {
+      const importFn = getComponentImporter(path)
+      if (importFn) importFns.push(importFn)
+    }
+    return importFns
+  }
+
   return {
     prefetchedRoutes: readonly(prefetchedRoutes),
     triggerPrefetch,
     cancelPendingPrefetch,
     resetPrefetchState,
-    // 导出用于测试
     _getPrefetchConfig: getPrefetchConfig,
     _isAdminRoute: isAdminRoute
   }
 }
 
-// 导出预加载映射表（用于测试）
-export const _adminPrefetchMap = defaultAdminPrefetchMap
-export const _userPrefetchMap = defaultUserPrefetchMap
+// 兼容旧测试的导出
+export const _adminPrefetchMap = PREFETCH_ADJACENCY
+export const _userPrefetchMap = PREFETCH_ADJACENCY
diff --git a/frontend/src/router/index.ts b/frontend/src/router/index.ts
index bdfa1fec..96127063 100644
--- a/frontend/src/router/index.ts
+++ b/frontend/src/router/index.ts
@@ -330,7 +330,8 @@ let authInitialized = false
 
 // 初始化导航加载状态和预加载
 const navigationLoading = useNavigationLoadingState()
-const routePrefetch = useRoutePrefetch()
+// 延迟初始化预加载，传入 router 实例
+let routePrefetch: ReturnType<typeof useRoutePrefetch> | null = null
 
 router.beforeEach((to, _from, next) => {
   // 开始导航加载状态
@@ -414,6 +415,10 @@ router.afterEach((to) => {
   // 结束导航加载状态
   navigationLoading.endNavigation()
 
+  // 懒初始化预加载（首次导航时创建，传入 router 实例）
+  if (!routePrefetch) {
+    routePrefetch = useRoutePrefetch(router)
+  }
   // 触发路由预加载（在浏览器空闲时执行）
   routePrefetch.triggerPrefetch(to)
 })