diff --git a/src/api/trainingTask.js b/src/api/trainingTask.js
index e99eda6..67a0468 100644
--- a/src/api/trainingTask.js
+++ b/src/api/trainingTask.js
@@ -1,8 +1,11 @@
 import request from "@/utils/request";
+import { getUserInfo } from "@/utils/auth";
 
 // 学生页面和全局“补充步骤”导航会在同一轮路由渲染中读取同一任务配置。
 // 仅合并进行中的请求：教师保存后下一次读取仍会获得最新配置，不引入陈旧缓存。
 const pendingTaskRequests = new Map();
+const pendingStudentTaskListRequests = new Map();
+const STUDENT_TASK_NAVIGATION_CACHE_PREFIX = "student-training-task-navigation:v1:";
 
 function notifyStudentTaskConfigLoading(taskKey, loading) {
   if (typeof window === "undefined") return;
@@ -17,6 +20,51 @@ export function listTrainingTasks(params) {
   });
 }
 
+function getStudentTaskNavigationCacheKey() {
+  try {
+    const userInfo = JSON.parse(getUserInfo() || "{}");
+    const userId = userInfo.userId || userInfo.user_id || userInfo.username || userInfo.userName;
+    return userId ? `${STUDENT_TASK_NAVIGATION_CACHE_PREFIX}${userId}` : "";
+  } catch (error) {
+    return "";
+  }
+}
+
+export function getCachedStudentTrainingTasks() {
+  const cacheKey = getStudentTaskNavigationCacheKey();
+  if (!cacheKey || typeof window === "undefined") return [];
+  try {
+    const cached = JSON.parse(window.sessionStorage.getItem(cacheKey) || "[]");
+    return Array.isArray(cached) ? cached : [];
+  } catch (error) {
+    return [];
+  }
+}
+
+/**
+ * The navigation and top bar both need the same enabled task list. Reuse one
+ * in-flight request and retain the last successful response for immediate menu rendering.
+ */
+export function loadStudentTrainingTasks() {
+  const cacheKey = getStudentTaskNavigationCacheKey() || "anonymous";
+  if (pendingStudentTaskListRequests.has(cacheKey)) {
+    return pendingStudentTaskListRequests.get(cacheKey);
+  }
+  const requestPromise = listTrainingTasks({ enabledOnly: true }).then((res) => {
+    const tasks = Array.isArray(res?.data) ? res.data : [];
+    if (cacheKey !== "anonymous" && typeof window !== "undefined") {
+      window.sessionStorage.setItem(cacheKey, JSON.stringify(tasks));
+    }
+    return { ...res, data: tasks };
+  });
+  pendingStudentTaskListRequests.set(cacheKey, requestPromise);
+  requestPromise.then(
+    () => pendingStudentTaskListRequests.delete(cacheKey),
+    () => pendingStudentTaskListRequests.delete(cacheKey)
+  );
+  return requestPromise;
+}
+
 export function getTrainingTaskByKey(taskKey) {
   const normalizedTaskKey = String(taskKey || "").trim();
   if (pendingTaskRequests.has(normalizedTaskKey)) {
diff --git a/src/layout/components/Navbar.vue b/src/layout/components/Navbar.vue
index c799bfe..9940ec6 100644
--- a/src/layout/components/Navbar.vue
+++ b/src/layout/components/Navbar.vue
@@ -81,7 +81,7 @@ import useAppStore from "@/store/modules/app";
 import useUserStore from "@/store/modules/user";
 import useSettingsStore from "@/store/modules/settings";
 import * as indexApi from "@/api/teacher";
-import { listTrainingTasks } from "@/api/trainingTask";
+import { getCachedStudentTrainingTasks, loadStudentTrainingTasks } from "@/api/trainingTask";
 import { getStudentDemoSession, isStudentDemo } from "@/utils/studentDemo";
 import { getComprehensiveTopTask } from "@/utils/studentTrainingNavigation";
 const { proxy } = getCurrentInstance();
@@ -289,11 +289,17 @@ async function loadStudentTopTask() {
     studentTopTask.value = null;
     return;
   }
+  const cachedTasks = getCachedStudentTrainingTasks();
+  if (cachedTasks.length) {
+    studentTopTask.value = getComprehensiveTopTask(cachedTasks);
+  }
   try {
-    const res = await listTrainingTasks({ enabledOnly: true });
+    const res = await loadStudentTrainingTasks();
     studentTopTask.value = getComprehensiveTopTask(res.data || []);
   } catch (error) {
-    studentTopTask.value = null;
+    if (!cachedTasks.length) {
+      studentTopTask.value = null;
+    }
   }
 }
 // 获取用户详情
diff --git a/src/layout/components/Sidebar/index.vue b/src/layout/components/Sidebar/index.vue
index fffb9a2..7b4b409 100644
--- a/src/layout/components/Sidebar/index.vue
+++ b/src/layout/components/Sidebar/index.vue
@@ -62,7 +62,7 @@ import useSettingsStore from "@/store/modules/settings";
 import usePermissionStore from "@/store/modules/permission";
 import { constantRoutes, dynamicRoutes, teacherRoutes, platformAdminRoutes, schoolAdminRoutes } from "@/router/index.js";
 import useUserStore from "@/store/modules/user";
-import { listTrainingTasks } from "@/api/trainingTask";
+import { getCachedStudentTrainingTasks, loadStudentTrainingTasks } from "@/api/trainingTask";
 import { buildStudentTaskSections } from "@/utils/studentTrainingNavigation";
 import * as ElementPlusIconsVue from "@element-plus/icons-vue";
 const { proxy } = getCurrentInstance();
@@ -469,11 +469,17 @@ async function loadStudentTaskNavigation() {
     studentTaskSections.value = [];
     return;
   }
+  const cachedTasks = getCachedStudentTrainingTasks();
+  if (cachedTasks.length) {
+    studentTaskSections.value = buildStudentTaskSections(cachedTasks);
+  }
   try {
-    const res = await listTrainingTasks({ enabledOnly: true });
+    const res = await loadStudentTrainingTasks();
     studentTaskSections.value = buildStudentTaskSections(res.data || []);
   } catch (error) {
-    studentTaskSections.value = [];
+    if (!cachedTasks.length) {
+      studentTaskSections.value = [];
+    }
   }
 }
 function groupAndSortModules(modules) {