diff --git a/web/apps/web-ele/src/locales/langs/en-US/ai-platform.json b/web/apps/web-ele/src/locales/langs/en-US/ai-platform.json
index dec8431..a238b55 100644
--- a/web/apps/web-ele/src/locales/langs/en-US/ai-platform.json
+++ b/web/apps/web-ele/src/locales/langs/en-US/ai-platform.json
@@ -2444,6 +2444,50 @@
       }
     }
   },
+  "modelConfig": {
+    "providerManagement": "Model Providers",
+    "addProvider": "Add Provider",
+    "modelManagement": "Model Management",
+    "addModel": "Add Model",
+    "addedModels": "Added Models",
+    "availableModels": "Available Models",
+    "providerName": "Provider Name",
+    "providerType": "Provider Type",
+    "apiKey": "API Key",
+    "apiBase": "API Base",
+    "ollamaHost": "Ollama Host",
+    "providerDescription": "Provider Description",
+    "descriptionPlaceholder": "Enter description",
+    "modelName": "Model Name",
+    "displayName": "Display Name",
+    "modelType": "Model Type",
+    "chat": "Chat",
+    "embedding": "Embedding",
+    "rerank": "Rerank",
+    "chatModel": "Chat Model",
+    "embeddingModel": "Embedding Model",
+    "completionModel": "Completion Model",
+    "rerankModel": "Rerank Model",
+    "maxTokens": "Max Tokens",
+    "supportsVision": "Supports Vision",
+    "supportsFunction": "Supports Function Calling",
+    "enabled": "Enabled",
+    "test": "Test",
+    "editProvider": "Edit Provider",
+    "editModel": "Edit Model",
+    "selectProvider": "Select provider",
+    "sourceApi": "API",
+    "sourceDefault": "Default",
+    "searchModel": "Search model",
+    "refreshModels": "Refresh Models",
+    "addAll": "Add All",
+    "addDefaultModels": "Add Default Models",
+    "addSelected": "Add Selected",
+    "added": "Added",
+    "noDefaultModels": "No default models available",
+    "fetchFromApiSuccess": "Model list refreshed from API",
+    "fetchFromApiFallback": "API returned no models, using default model list"
+  },
   "workflowRuns": {
     "title": "Run History",
     "description": "View AI workflow execution records and node logs",
diff --git a/web/apps/web-ele/src/locales/langs/zh-CN/ai-platform.json b/web/apps/web-ele/src/locales/langs/zh-CN/ai-platform.json
index e0f5f90..6294046 100644
--- a/web/apps/web-ele/src/locales/langs/zh-CN/ai-platform.json
+++ b/web/apps/web-ele/src/locales/langs/zh-CN/ai-platform.json
@@ -2444,6 +2444,50 @@
       }
     }
   },
+  "modelConfig": {
+    "providerManagement": "模型提供商",
+    "addProvider": "新增提供商",
+    "modelManagement": "模型管理",
+    "addModel": "新增模型",
+    "addedModels": "已添加模型",
+    "availableModels": "可用模型",
+    "providerName": "提供商名称",
+    "providerType": "提供商类型",
+    "apiKey": "API Key",
+    "apiBase": "API 地址",
+    "ollamaHost": "Ollama 地址",
+    "providerDescription": "提供商描述",
+    "descriptionPlaceholder": "请输入描述",
+    "modelName": "模型名称",
+    "displayName": "显示名称",
+    "modelType": "模型类型",
+    "chat": "对话",
+    "embedding": "向量",
+    "rerank": "重排",
+    "chatModel": "对话模型",
+    "embeddingModel": "向量模型",
+    "completionModel": "补全模型",
+    "rerankModel": "重排模型",
+    "maxTokens": "最大 Token",
+    "supportsVision": "支持视觉",
+    "supportsFunction": "支持函数调用",
+    "enabled": "已启用",
+    "test": "测试",
+    "editProvider": "编辑提供商",
+    "editModel": "编辑模型",
+    "selectProvider": "请选择提供商",
+    "sourceApi": "接口获取",
+    "sourceDefault": "默认列表",
+    "searchModel": "搜索模型",
+    "refreshModels": "刷新模型",
+    "addAll": "全部添加",
+    "addDefaultModels": "添加默认模型",
+    "addSelected": "添加选中",
+    "added": "已添加",
+    "noDefaultModels": "暂无可用默认模型",
+    "fetchFromApiSuccess": "已从接口刷新模型列表",
+    "fetchFromApiFallback": "接口未返回模型，已使用默认模型列表"
+  },
   "workflowRuns": {
     "title": "执行历史",
     "description": "查看 AI 工作流的运行记录与节点执行日志",
diff --git a/web/apps/web-ele/src/locales/langs/zh-TW/ai-platform.json b/web/apps/web-ele/src/locales/langs/zh-TW/ai-platform.json
index 6200aad..6dcd488 100644
--- a/web/apps/web-ele/src/locales/langs/zh-TW/ai-platform.json
+++ b/web/apps/web-ele/src/locales/langs/zh-TW/ai-platform.json
@@ -2444,6 +2444,50 @@
       }
     }
   },
+  "modelConfig": {
+    "providerManagement": "模型提供商",
+    "addProvider": "新增提供商",
+    "modelManagement": "模型管理",
+    "addModel": "新增模型",
+    "addedModels": "已新增模型",
+    "availableModels": "可用模型",
+    "providerName": "提供商名稱",
+    "providerType": "提供商類型",
+    "apiKey": "API Key",
+    "apiBase": "API 位址",
+    "ollamaHost": "Ollama 位址",
+    "providerDescription": "提供商描述",
+    "descriptionPlaceholder": "請輸入描述",
+    "modelName": "模型名稱",
+    "displayName": "顯示名稱",
+    "modelType": "模型類型",
+    "chat": "對話",
+    "embedding": "向量",
+    "rerank": "重排",
+    "chatModel": "對話模型",
+    "embeddingModel": "向量模型",
+    "completionModel": "補全模型",
+    "rerankModel": "重排模型",
+    "maxTokens": "最大 Token",
+    "supportsVision": "支援視覺",
+    "supportsFunction": "支援函式呼叫",
+    "enabled": "已啟用",
+    "test": "測試",
+    "editProvider": "編輯提供商",
+    "editModel": "編輯模型",
+    "selectProvider": "請選擇提供商",
+    "sourceApi": "介面取得",
+    "sourceDefault": "預設清單",
+    "searchModel": "搜尋模型",
+    "refreshModels": "重新整理模型",
+    "addAll": "全部新增",
+    "addDefaultModels": "新增預設模型",
+    "addSelected": "新增選中",
+    "added": "已新增",
+    "noDefaultModels": "暫無可用預設模型",
+    "fetchFromApiSuccess": "已從介面重新整理模型清單",
+    "fetchFromApiFallback": "介面未返回模型，已使用預設模型清單"
+  },
   "workflowRuns": {
     "title": "執行歷史",
     "description": "查看 AI 工作流的運行記錄與節點執行日誌",
diff --git a/web/apps/web-ele/src/router/access.ts b/web/apps/web-ele/src/router/access.ts
index f3f76e4..0cfe1c8 100644
--- a/web/apps/web-ele/src/router/access.ts
+++ b/web/apps/web-ele/src/router/access.ts
@@ -11,6 +11,7 @@ import { getAllMenusApi } from '#/api/core/menu';
 import { BasicLayout, IFrameView } from '#/layouts';
 import { useAppContextStore } from '#/store/app-context';
 
+import { createAdminRuntimePage } from './admin-runtime-page';
 import { isLightMenuName } from './light-menu';
 
 const forbiddenComponent = () => import('#/views/_core/fallback/forbidden.vue');
@@ -71,16 +72,29 @@ function createLightAiMenuRoute(
   return route as RouteRecordStringComponent;
 }
 
-const PREFETCH_LIGHT_PAGE_KEYS = [
-  '../views/_core/agent-chat/index.vue',
+const ADMIN_RUNTIME_PAGE_KEYS = new Set([
   '../views/_core/menu/index.vue',
-  '../views/_core/page-render/index.vue',
+  '../views/_core/permission/index.vue',
   '../views/_core/role/index.vue',
   '../views/_core/user/index.vue',
-  '../views/ai-platform/agent/index.vue',
-  '../views/ai-platform/model/index.vue',
   '../views/ai-platform/workflow-runs/index.vue',
-  '../views/ai-platform/workflow/index.vue',
+]);
+
+function withAdminRuntimePages(pageMap: ComponentRecordType) {
+  return Object.fromEntries(
+    Object.entries(pageMap).map(([key, loader]) => [
+      key,
+      ADMIN_RUNTIME_PAGE_KEYS.has(key) && typeof loader === 'function'
+        ? createAdminRuntimePage(loader as () => Promise<{ default: any }>)
+        : loader,
+    ]),
+  ) as ComponentRecordType;
+}
+
+const PREFETCH_LIGHT_PAGE_KEYS = [
+  '../views/_core/menu/index.vue',
+  '../views/_core/role/index.vue',
+  '../views/_core/user/index.vue',
 ];
 
 let lightPagesPrefetched = false;
@@ -89,23 +103,25 @@ function scheduleIdleTask(callback: () => void) {
   if (typeof window === 'undefined') return;
   const requestIdle = (window as any).requestIdleCallback;
   if (typeof requestIdle === 'function') {
-    requestIdle(callback, { timeout: 3000 });
+    requestIdle(callback, { timeout: 8000 });
     return;
   }
-  window.setTimeout(callback, 1200);
+  window.setTimeout(callback, 8000);
 }
 
 function prefetchLightPages(pageMap: ComponentRecordType) {
   if (lightPagesPrefetched) return;
   lightPagesPrefetched = true;
-  scheduleIdleTask(() => {
-    for (const key of PREFETCH_LIGHT_PAGE_KEYS) {
-      const loader = pageMap[key];
-      if (typeof loader === 'function') {
-        void loader().catch(() => undefined);
+  window.setTimeout(() => {
+    scheduleIdleTask(() => {
+      for (const key of PREFETCH_LIGHT_PAGE_KEYS) {
+        const loader = pageMap[key];
+        if (typeof loader === 'function') {
+          void loader().catch(() => undefined);
+        }
       }
-    }
-  });
+    });
+  }, 12_000);
 }
 
 const LIGHT_AI_PLATFORM_MENU_ROUTES = [
@@ -225,7 +241,7 @@ function filterAvailableRoutes<
 }
 
 async function generateAccess(options: GenerateMenuAndRoutesOptions) {
-  const pageMap: ComponentRecordType = import.meta.glob([
+  const rawPageMap: ComponentRecordType = import.meta.glob([
     '../views/_core/account-settings/index.vue',
     '../views/_core/agent-chat/**/*.vue',
     '../views/_core/announcement/index.vue',
@@ -247,6 +263,7 @@ async function generateAccess(options: GenerateMenuAndRoutesOptions) {
     '../views/ai-platform/workflow/index.vue',
     '../views/ai-platform/workflow-runs/index.vue',
   ]);
+  const pageMap = withAdminRuntimePages(rawPageMap);
 
   const layoutMap: ComponentRecordType = {
     BasicLayout,
diff --git a/web/apps/web-ele/src/router/admin-runtime-page.ts b/web/apps/web-ele/src/router/admin-runtime-page.ts
new file mode 100644
index 0000000..eb70289
--- /dev/null
+++ b/web/apps/web-ele/src/router/admin-runtime-page.ts
@@ -0,0 +1,108 @@
+import type { Component } from 'vue';
+
+import { defineComponent, h, onMounted, ref, shallowRef } from 'vue';
+
+import { ensureAdminRuntime, isAdminRuntimeReady } from '#/runtime/admin';
+
+type RouteComponentModule = {
+  default: Component;
+};
+
+type RouteComponentLoader = () => Promise<RouteComponentModule>;
+
+function renderSkeleton(message = 'Loading page...') {
+  const rows = Array.from({ length: 7 }, (_, index) =>
+    h('div', {
+      key: index,
+      style: {
+        background: 'hsl(var(--muted))',
+        borderRadius: '6px',
+        height: index === 0 ? '28px' : '16px',
+        opacity: index === 0 ? '0.55' : '0.36',
+        width: index === 0 ? '220px' : `${82 - index * 6}%`,
+      },
+    }),
+  );
+
+  return h(
+    'div',
+    {
+      style: {
+        display: 'flex',
+        flexDirection: 'column',
+        gap: '14px',
+        height: '100%',
+        padding: '18px',
+      },
+    },
+    [
+      h(
+        'div',
+        {
+          style: {
+            color: 'hsl(var(--muted-foreground))',
+            fontSize: '13px',
+          },
+        },
+        message,
+      ),
+      h(
+        'div',
+        {
+          style: {
+            background: 'hsl(var(--card))',
+            border: '1px solid hsl(var(--border))',
+            borderRadius: '8px',
+            display: 'flex',
+            flexDirection: 'column',
+            gap: '14px',
+            minHeight: '260px',
+            padding: '18px',
+          },
+        },
+        rows,
+      ),
+    ],
+  );
+}
+
+function createAdminRuntimePage(loader: RouteComponentLoader) {
+  return async () => ({
+    default: defineComponent({
+      name: 'AdminRuntimePage',
+      inheritAttrs: false,
+      setup(_, { attrs, slots }) {
+        const loadedComponent = shallowRef<Component>();
+        const errorMessage = ref('');
+
+        async function loadPage() {
+          try {
+            if (!isAdminRuntimeReady()) {
+              await ensureAdminRuntime();
+            }
+            const module = await loader();
+            loadedComponent.value = module.default;
+          } catch (error) {
+            errorMessage.value =
+              error instanceof Error ? error.message : String(error);
+          }
+        }
+
+        onMounted(() => {
+          void loadPage();
+        });
+
+        return () => {
+          const Loaded = loadedComponent.value;
+          if (Loaded) return h(Loaded, attrs, slots);
+          if (errorMessage.value) {
+            return renderSkeleton(`Page load failed: ${errorMessage.value}`);
+          }
+          return renderSkeleton();
+        };
+      },
+    }),
+  });
+}
+
+export { createAdminRuntimePage };
diff --git a/web/apps/web-ele/src/router/guard.ts b/web/apps/web-ele/src/router/guard.ts
index 0925add..6a8a368 100644
--- a/web/apps/web-ele/src/router/guard.ts
+++ b/web/apps/web-ele/src/router/guard.ts
@@ -29,14 +29,6 @@ function isMainHomeRoute(path: string) {
   return /\/page-render\/main_home$/.test(path);
 }
 
-function shouldLoadAdminRuntime(path: string) {
-  if (isMainHomeRoute(path)) return false;
-  if (path === '/agent-chat/codex') return false;
-  if (path.startsWith('/auth/')) return false;
-  if (path.startsWith('/file-preview/')) return false;
-  return true;
-}
-
 function warmAdminRuntimeAfterPaint() {
   const run = () => {
     void ensureAdminRuntime();
@@ -192,9 +184,6 @@ function setupAccessGuard(router: Router) {
 
     // 是否已经生成过动态路由
     if (accessStore.isAccessChecked) {
-      if (shouldLoadAdminRuntime(to.path)) {
-        await ensureAdminRuntime();
-      }
       return true;
     }
 
diff --git a/web/apps/web-ele/src/router/prefetch.ts b/web/apps/web-ele/src/router/prefetch.ts
index cba5098..28458b1 100644
--- a/web/apps/web-ele/src/router/prefetch.ts
+++ b/web/apps/web-ele/src/router/prefetch.ts
@@ -68,11 +68,11 @@ function scheduleIdle(callback: () => void) {
   const browserWindow = window as WindowWithIdleCallback;
 
   if (browserWindow.requestIdleCallback) {
-    browserWindow.requestIdleCallback(callback, { timeout: 3000 });
+    browserWindow.requestIdleCallback(callback, { timeout: 8000 });
     return;
   }
 
-  window.setTimeout(callback, 1200);
+  window.setTimeout(callback, 8000);
 }
 
 function canPrefetch() {
@@ -160,7 +160,7 @@ function prefetchAiPlatformPages(currentPath = '') {
   }
 
   if (isSystemRoute(currentPath)) {
-    delayedPrefetch(`core:${currentPath}`, corePrefetchTasks, 8000);
+    delayedPrefetch(`core:${currentPath}`, corePrefetchTasks, 18_000);
     return;
   }
 
@@ -168,7 +168,7 @@ function prefetchAiPlatformPages(currentPath = '') {
     delayedPrefetch(
       `agent-chat:${currentPath}`,
       [aiPrefetchTasks.agentChat, aiPrefetchTasks.aiChatPanel],
-      6000,
+      14_000,
     );
     return;
   }
@@ -177,12 +177,12 @@ function prefetchAiPlatformPages(currentPath = '') {
     delayedPrefetch(
       `ai:${currentPath}`,
       getAiRoutePrefetchTasks(currentPath),
-      6000,
+      14_000,
     );
     return;
   }
 
-  delayedPrefetch('core:home', corePrefetchTasks, 10_000);
+  delayedPrefetch('core:home', corePrefetchTasks, 22_000);
 }
 
 export { prefetchAiPlatformPages };
diff --git a/web/apps/web-ele/src/runtime/admin.ts b/web/apps/web-ele/src/runtime/admin.ts
index 4975cce..80787a5 100644
--- a/web/apps/web-ele/src/runtime/admin.ts
+++ b/web/apps/web-ele/src/runtime/admin.ts
@@ -18,6 +18,10 @@ async function setupAdminRuntime() {
   initialized = true;
 }
 
+function isAdminRuntimeReady() {
+  return initialized;
+}
+
 async function ensureAdminRuntime() {
   if (initialized) return;
 
@@ -28,4 +32,4 @@ async function ensureAdminRuntime() {
   await initializing;
 }
 
-export { ensureAdminRuntime };
+export { ensureAdminRuntime, isAdminRuntimeReady };