diff --git a/auto-imports.d.ts b/auto-imports.d.ts
index 45d5ebe..3148e71 100644
--- a/auto-imports.d.ts
+++ b/auto-imports.d.ts
@@ -10,6 +10,7 @@ declare global {
   const acceptHMRUpdate: typeof import('pinia').acceptHMRUpdate
   const asyncComputed: typeof import('@vueuse/core').asyncComputed
   const autoResetRef: typeof import('@vueuse/core').autoResetRef
+  const clearExpiredCaches: typeof import('./src/composables/useStorageCache').clearExpiredCaches
   const computed: typeof import('vue').computed
   const computedAsync: typeof import('@vueuse/core').computedAsync
   const computedEager: typeof import('@vueuse/core').computedEager
@@ -42,6 +43,7 @@ declare global {
   const formatAmountWithUnit: typeof import('./src/utils/helper').formatAmountWithUnit
   const formatBalance: typeof import('./src/utils/helper').formatBalance
   const getActivePinia: typeof import('pinia').getActivePinia
+  const getCacheRemainingTime: typeof import('./src/composables/useStorageCache').getCacheRemainingTime
   const getCurrentInstance: typeof import('vue').getCurrentInstance
   const getCurrentScope: typeof import('vue').getCurrentScope
   const getCurrentWatcher: typeof import('vue').getCurrentWatcher
@@ -49,6 +51,7 @@ declare global {
   const ignorableWatch: typeof import('@vueuse/core').ignorableWatch
   const inject: typeof import('vue').inject
   const injectLocal: typeof import('@vueuse/core').injectLocal
+  const isCacheExpired: typeof import('./src/composables/useStorageCache').isCacheExpired
   const isDefined: typeof import('@vueuse/core').isDefined
   const isFunction: typeof import('./src/utils/is').isFunction
   const isPromise: typeof import('./src/utils/is').isPromise
@@ -104,6 +107,7 @@ declare global {
   const refManualReset: typeof import('@vueuse/core').refManualReset
   const refThrottled: typeof import('@vueuse/core').refThrottled
   const refWithControl: typeof import('@vueuse/core').refWithControl
+  const refreshCacheExpire: typeof import('./src/composables/useStorageCache').refreshCacheExpire
   const resolveComponent: typeof import('vue').resolveComponent
   const resolveRef: typeof import('@vueuse/core').resolveRef
   const setActivePinia: typeof import('pinia').setActivePinia
@@ -272,6 +276,7 @@ declare global {
   const useStepper: typeof import('@vueuse/core').useStepper
   const useStorage: typeof import('@vueuse/core').useStorage
   const useStorageAsync: typeof import('@vueuse/core').useStorageAsync
+  const useStorageCache: typeof import('./src/composables/useStorageCache').useStorageCache
   const useStyleTag: typeof import('@vueuse/core').useStyleTag
   const useSubscribeModal: typeof import('./src/composables/useSubscribeModal').useSubscribeModal
   const useSupported: typeof import('@vueuse/core').useSupported
@@ -363,6 +368,7 @@ declare module 'vue' {
     readonly acceptHMRUpdate: UnwrapRef<typeof import('pinia')['acceptHMRUpdate']>
     readonly asyncComputed: UnwrapRef<typeof import('@vueuse/core')['asyncComputed']>
     readonly autoResetRef: UnwrapRef<typeof import('@vueuse/core')['autoResetRef']>
+    readonly clearExpiredCaches: UnwrapRef<typeof import('./src/composables/useStorageCache')['clearExpiredCaches']>
     readonly computed: UnwrapRef<typeof import('vue')['computed']>
     readonly computedAsync: UnwrapRef<typeof import('@vueuse/core')['computedAsync']>
     readonly computedEager: UnwrapRef<typeof import('@vueuse/core')['computedEager']>
@@ -394,6 +400,7 @@ declare module 'vue' {
     readonly formatAmount: UnwrapRef<typeof import('./src/utils/helper')['formatAmount']>
     readonly formatBalance: UnwrapRef<typeof import('./src/utils/helper')['formatBalance']>
     readonly getActivePinia: UnwrapRef<typeof import('pinia')['getActivePinia']>
+    readonly getCacheRemainingTime: UnwrapRef<typeof import('./src/composables/useStorageCache')['getCacheRemainingTime']>
     readonly getCurrentInstance: UnwrapRef<typeof import('vue')['getCurrentInstance']>
     readonly getCurrentScope: UnwrapRef<typeof import('vue')['getCurrentScope']>
     readonly getCurrentWatcher: UnwrapRef<typeof import('vue')['getCurrentWatcher']>
@@ -401,6 +408,7 @@ declare module 'vue' {
     readonly ignorableWatch: UnwrapRef<typeof import('@vueuse/core')['ignorableWatch']>
     readonly inject: UnwrapRef<typeof import('vue')['inject']>
     readonly injectLocal: UnwrapRef<typeof import('@vueuse/core')['injectLocal']>
+    readonly isCacheExpired: UnwrapRef<typeof import('./src/composables/useStorageCache')['isCacheExpired']>
     readonly isDefined: UnwrapRef<typeof import('@vueuse/core')['isDefined']>
     readonly isFunction: UnwrapRef<typeof import('./src/utils/is')['isFunction']>
     readonly isPromise: UnwrapRef<typeof import('./src/utils/is')['isPromise']>
@@ -456,6 +464,7 @@ declare module 'vue' {
     readonly refManualReset: UnwrapRef<typeof import('@vueuse/core')['refManualReset']>
     readonly refThrottled: UnwrapRef<typeof import('@vueuse/core')['refThrottled']>
     readonly refWithControl: UnwrapRef<typeof import('@vueuse/core')['refWithControl']>
+    readonly refreshCacheExpire: UnwrapRef<typeof import('./src/composables/useStorageCache')['refreshCacheExpire']>
     readonly resolveComponent: UnwrapRef<typeof import('vue')['resolveComponent']>
     readonly resolveRef: UnwrapRef<typeof import('@vueuse/core')['resolveRef']>
     readonly setActivePinia: UnwrapRef<typeof import('pinia')['setActivePinia']>
@@ -624,6 +633,7 @@ declare module 'vue' {
     readonly useStepper: UnwrapRef<typeof import('@vueuse/core')['useStepper']>
     readonly useStorage: UnwrapRef<typeof import('@vueuse/core')['useStorage']>
     readonly useStorageAsync: UnwrapRef<typeof import('@vueuse/core')['useStorageAsync']>
+    readonly useStorageCache: UnwrapRef<typeof import('./src/composables/useStorageCache')['useStorageCache']>
     readonly useStyleTag: UnwrapRef<typeof import('@vueuse/core')['useStyleTag']>
     readonly useSupported: UnwrapRef<typeof import('@vueuse/core')['useSupported']>
     readonly useSwipe: UnwrapRef<typeof import('@vueuse/core')['useSwipe']>
diff --git a/src/composables/useLanguage.ts b/src/composables/useLanguage.ts
index 1ceec3b..6df88f5 100644
--- a/src/composables/useLanguage.ts
+++ b/src/composables/useLanguage.ts
@@ -43,7 +43,21 @@ export function useLanguage() {
   }
 
   function loadRemoteLanguage() {
+    const storageKey = `remote-lang-${language.value}`;
+    const remoteLangJson = useStorageCache<string>(storageKey, "", { ttl: 24 * 60 * 60 }); // 缓存 1 天
+    if (remoteLangJson.value) {
+      try {
+        const messages = JSON.parse(remoteLangJson.value);
+        mergeLocaleMessage(locale.value, messages);
+        return;
+      }
+      catch (e) {
+        console.error("Failed to parse remote language JSON:", e);
+      }
+    }
     safeClient(client.api.error_messages({ lang: language.value }).get()).then((res) => {
+      clearExpiredCaches([storageKey]);
+      remoteLangJson.value = JSON.stringify(res.data.value);
       mergeLocaleMessage(locale.value, res.data.value);
     });
   }
diff --git a/src/composables/useStorageCache.ts b/src/composables/useStorageCache.ts
new file mode 100644
index 0000000..ae0a514
--- /dev/null
+++ b/src/composables/useStorageCache.ts
@@ -0,0 +1,248 @@
+import type { RemovableRef, StorageLike } from "@vueuse/core";
+
+interface CacheData<T> {
+  value: T;
+  expireTime?: number; // 过期时间戳（毫秒）
+}
+
+interface UseStorageCacheOptions {
+  /**
+   * 缓存过期时间（秒）
+   * @default undefined 永不过期
+   */
+  ttl?: number;
+  /**
+   * 存储介质
+   * @default localStorage
+   */
+  storage?: StorageLike;
+  /**
+   * 是否在过期后自动删除
+   * @default true
+   */
+  autoRemoveOnExpire?: boolean;
+}
+
+/**
+ * 使用支持过期时间的 Storage
+ * @param key 存储键
+ * @param initialValue 初始值
+ * @param options 配置项
+ * @returns 响应式存储引用
+ *
+ * @example
+ * ```ts
+ * // 创建一个 5 分钟后过期的缓存
+ * const token = useStorageCache('user-token', '', { ttl: 300 })
+ *
+ * // 设置值
+ * token.value = 'new-token'
+ *
+ * // 检查是否过期
+ * if (isExpired(token)) {
+ *   console.log('Token 已过期')
+ * }
+ *
+ * // 刷新过期时间
+ * refreshExpire(token, 600) // 延长到 10 分钟
+ * ```
+ */
+export function useStorageCache<T>(
+  key: string,
+  initialValue: T,
+  options: UseStorageCacheOptions = {},
+): RemovableRef<T> {
+  const {
+    ttl,
+    storage = localStorage,
+    autoRemoveOnExpire = true,
+  } = options;
+
+  // 尝试从 storage 读取缓存数据
+  const rawData = storage.getItem(key);
+  let cachedData: CacheData<T> | null = null;
+
+  if (rawData) {
+    try {
+      cachedData = JSON.parse(rawData) as CacheData<T>;
+
+      // 检查是否过期
+      if (cachedData.expireTime && Date.now() > cachedData.expireTime) {
+        // 已过期
+        if (autoRemoveOnExpire) {
+          storage.removeItem(key);
+        }
+        cachedData = null;
+      }
+    }
+    catch (error) {
+      console.error(`解析缓存数据失败 [${key}]:`, error);
+      cachedData = null;
+    }
+  }
+
+  // 计算初始值
+  const defaultValue = cachedData ? cachedData.value : initialValue;
+
+  // 使用 useStorage 创建响应式引用
+  const storageRef = useStorage<T>(
+    key,
+    defaultValue,
+    storage,
+    {
+      serializer: {
+        read: (raw: string) => {
+          try {
+            const data = JSON.parse(raw) as CacheData<T>;
+            // 再次检查过期时间（防止并发问题）
+            if (data.expireTime && Date.now() > data.expireTime) {
+              if (autoRemoveOnExpire) {
+                storage.removeItem(key);
+              }
+              return initialValue;
+            }
+            return data.value;
+          }
+          catch {
+            return initialValue;
+          }
+        },
+        write: (value: T) => {
+          const cacheData: CacheData<T> = {
+            value,
+          };
+
+          // 如果设置了 ttl，计算过期时间
+          if (ttl && ttl > 0) {
+            cacheData.expireTime = Date.now() + ttl * 1000;
+          }
+
+          return JSON.stringify(cacheData);
+        },
+      },
+    },
+  );
+
+  return storageRef;
+}
+
+/**
+ * 检查缓存是否过期
+ * @param key 存储键或存储引用
+ * @param storage 存储介质
+ * @returns 是否过期
+ */
+export function isCacheExpired(
+  key: string | RemovableRef<any>,
+  storage: StorageLike = localStorage,
+): boolean {
+  const cacheKey = typeof key === "string" ? key : key.value;
+
+  try {
+    const rawData = storage.getItem(cacheKey);
+    if (!rawData) {
+      return true;
+    }
+
+    const data = JSON.parse(rawData) as CacheData<any>;
+    if (!data.expireTime) {
+      return false; // 没有设置过期时间，永不过期
+    }
+
+    return Date.now() > data.expireTime;
+  }
+  catch {
+    return true;
+  }
+}
+
+/**
+ * 刷新缓存过期时间
+ * @param key 存储键
+ * @param ttl 新的过期时间（秒）
+ * @param storage 存储介质
+ */
+export function refreshCacheExpire(
+  key: string,
+  ttl: number,
+  storage: StorageLike = localStorage,
+): void {
+  try {
+    const rawData = storage.getItem(key);
+    if (!rawData) {
+      return;
+    }
+
+    const data = JSON.parse(rawData) as CacheData<any>;
+    data.expireTime = Date.now() + ttl * 1000;
+
+    storage.setItem(key, JSON.stringify(data));
+  }
+  catch (error) {
+    console.error(`刷新缓存过期时间失败 [${key}]:`, error);
+  }
+}
+
+/**
+ * 获取缓存剩余有效时间（秒）
+ * @param key 存储键
+ * @param storage 存储介质
+ * @returns 剩余时间（秒），如果已过期返回 0，如果永不过期返回 Infinity
+ */
+export function getCacheRemainingTime(
+  key: string,
+  storage: StorageLike = localStorage,
+): number {
+  try {
+    const rawData = storage.getItem(key);
+    if (!rawData) {
+      return 0;
+    }
+
+    const data = JSON.parse(rawData) as CacheData<any>;
+    if (!data.expireTime) {
+      return Infinity; // 永不过期
+    }
+
+    const remaining = Math.max(0, data.expireTime - Date.now());
+    return Math.floor(remaining / 1000);
+  }
+  catch {
+    return 0;
+  }
+}
+
+/**
+ * 清除指定键的过期缓存
+ * @param keys 要检查的键列表
+ * @param storage 存储介质
+ * @returns 被删除的键数量
+ */
+export function clearExpiredCaches(
+  keys: string[],
+  storage: StorageLike = localStorage,
+): number {
+  let removedCount = 0;
+
+  keys.forEach((key) => {
+    try {
+      const rawData = storage.getItem(key);
+      if (!rawData) {
+        return;
+      }
+
+      const data = JSON.parse(rawData) as CacheData<any>;
+
+      // 检查是否过期
+      if (data.expireTime && Date.now() > data.expireTime) {
+        storage.removeItem(key);
+        removedCount++;
+      }
+    }
+    catch {
+      // 忽略解析错误
+    }
+  });
+
+  return removedCount;
+}