diff --git a/app/assets/css/variables.css b/app/assets/css/variables.css
index 30dce2a..88a6536 100644
--- a/app/assets/css/variables.css
+++ b/app/assets/css/variables.css
@@ -1,10 +1,13 @@
-/* 全局CSS变量 - 统一配色方案 */
+/* 全局CSS变量 - 统一配色方案（默认浅色ClassicLight，不依赖data-theme也能正常显示） */
 :root {
+  /* 强制浅色基准值 - 即使 data-theme 缺失也保持浅色 */
+  color-scheme: light;
+
   /* 主色调 */
-  --primary: #3b82f6;
-  --primary-hover: #2563eb;
-  --primary-light: rgba(59, 130, 246, 0.1);
-  --primary-border: rgba(59, 130, 246, 0.2);
+  --primary: #1e40af;
+  --primary-hover: #1e3a8a;
+  --primary-light: rgba(30, 64, 175, 0.08);
+  --primary-border: rgba(30, 64, 175, 0.15);
 
   /* 成功色 */
   --success: #10b981;
@@ -30,25 +33,25 @@
   --info-light: rgba(59, 130, 246, 0.1);
   --info-border: rgba(59, 130, 246, 0.2);
 
-  /* 背景色 */
-  --bg-primary: #111111;
-  --bg-secondary: #1a1a1a;
-  --bg-tertiary: #2a2a2a;
-  --bg-quaternary: #3a3a3a;
-  --bg-hover: #1f1f1f;
+  /* 背景色 (默认 ClassicLight 浅色) */
+  --bg-primary: #ffffff;
+  --bg-secondary: #f5f7fa;
+  --bg-tertiary: #edf0f5;
+  --bg-quaternary: #d9dee7;
+  --bg-hover: #f0f3f8;
 
-  /* 文字颜色 */
-  --text-primary: #ffffff;
-  --text-secondary: #cccccc;
-  --text-tertiary: #888888;
-  --text-quaternary: #666666;
-  --text-disabled: #444444;
+  /* 文字颜色 (默认 ClassicLight 浅色) */
+  --text-primary: #1a2332;
+  --text-secondary: #4a5568;
+  --text-tertiary: #6b7280;
+  --text-quaternary: #9ca3af;
+  --text-disabled: #c5cbd3;
 
-  /* 边框颜色 */
-  --border-primary: #1f1f1f;
-  --border-secondary: #2a2a2a;
-  --border-tertiary: #3a3a3a;
-  --border-quaternary: #4a4a4a;
+  /* 边框颜色 (默认 ClassicLight 浅色) */
+  --border-primary: #e5e7eb;
+  --border-secondary: #d1d5db;
+  --border-tertiary: #9ca3af;
+  --border-quaternary: #6b7280;
 
   /* 阴影 */
   --shadow-sm: 0 1px 2px rgba(0, 0, 0, 0.05);
@@ -132,16 +135,16 @@
   --card-hover-border: var(--border-tertiary);
   --card-shadow: var(--shadow-md);
 
-  /* 按钮颜色 */
+  /* 按钮颜色 - 浅色基准 */
   --btn-primary-bg: var(--primary);
   --btn-primary-hover: var(--primary-hover);
-  --btn-primary-text: var(--text-primary);
+  --btn-primary-text: #ffffff;
   --btn-primary-border: var(--primary-border);
 
-  --btn-secondary-bg: #3a3a3a;
-  --btn-secondary-hover: #4a4a4a;
-  --btn-secondary-text: var(--text-primary);
-  --btn-secondary-border: #555555;
+  --btn-secondary-bg: #f1f5f9;
+  --btn-secondary-hover: #e2e8f0;
+  --btn-secondary-text: #0f172a;
+  --btn-secondary-border: #cbd5e1;
 
   --btn-success-bg: var(--success);
   --btn-success-hover: var(--success-hover);
@@ -161,12 +164,12 @@
   --btn-disabled-bg: var(--bg-tertiary);
   --btn-disabled-text: var(--text-disabled);
 
-  /* 输入框颜色 */
-  --input-bg: var(--bg-tertiary);
-  --input-border: var(--border-tertiary);
+  /* 输入框颜色 - 浅色基准 */
+  --input-bg: #ffffff;
+  --input-border: #d1d5db;
   --input-border-focus: var(--primary);
   --input-text: var(--text-primary);
-  --input-placeholder: var(--text-quaternary);
+  --input-placeholder: #9ca3af;
   --input-shadow-focus: 0 0 0 3px var(--primary-light);
 
   /* 模态框颜色 */
@@ -197,12 +200,27 @@
   --spinner-primary: var(--primary);
   --spinner-secondary: var(--bg-tertiary);
 
-  /* 滚动条颜色 */
-  --scrollbar-track: var(--bg-tertiary);
-  --scrollbar-thumb: var(--bg-quaternary);
-  --scrollbar-thumb-hover: #4a4a4a;
+  /* 滚动条颜色 - 浅色基准 */
+  --scrollbar-track: #f1f5f9;
+  --scrollbar-thumb: #cbd5e1;
+  --scrollbar-thumb-hover: #94a3b8;
+
+  /* Surface 兼容别名 - 部分按钮/容器使用 surface-xxx */
+  --surface-primary: var(--bg-primary);
+  --surface-secondary: var(--bg-secondary);
+  --surface-tertiary: var(--bg-tertiary);
+  --surface-quaternary: var(--bg-quaternary);
 }
 
+/* 防深色兜底：覆盖 prefers-color-scheme: dark 对表单/根元素的自动影响 */
+@media (prefers-color-scheme: dark) {
+  :root {
+    color-scheme: light;
+  }
+}
+
+/* 浅色主题叠加层（与 data-theme 无关，确保始终为浅色；保留 data-theme 变量覆盖以兼容切换） */
+:root,
 :root[data-theme='light'],
 :root[data-theme='ClassicLight'],
 :root[data-theme='ModernLight'] {
diff --git a/app/components/Auth/LoginForm.vue b/app/components/Auth/LoginForm.vue
index 4ec8d57..430e302 100644
--- a/app/components/Auth/LoginForm.vue
+++ b/app/components/Auth/LoginForm.vue
@@ -143,7 +143,7 @@
       </button>
     </div>
 
-    <AuthOAuthButtons v-if="!isBindMode" />
+    <AuthOAuthButtons v-if="!isBindMode" :always-show="true" />
 
     <div class="form-footer">
       <p class="help-text">不同VoiceHub平台的账号不互通</p>
diff --git a/app/components/Auth/OAuthButtons.vue b/app/components/Auth/OAuthButtons.vue
index bcd6ac0..77e08f1 100644
--- a/app/components/Auth/OAuthButtons.vue
+++ b/app/components/Auth/OAuthButtons.vue
@@ -1,15 +1,13 @@
 <template>
-  <div v-if="hasEnabledProviders" class="mt-6 w-full">
-    <div class="flex items-center text-center text-[var(--text-tertiary)] text-xs mb-4">
-      <div class="flex-1 border-b border-[var(--border-color)] opacity-20" />
-      <span class="px-2.5">或使用第三方账号登录</span>
-      <div class="flex-1 border-b border-[var(--border-color)] opacity-20" />
+  <div v-if="hasEnabledProviders" class="oauth-buttons-section">
+    <div class="oauth-divider">
+      <span>或使用第三方账号登录</span>
     </div>
-    <div class="flex justify-center gap-4">
+    <div class="oauth-buttons">
       <button
         v-if="config.public.oauth.github"
         type="button"
-        class="w-12 h-12 rounded-full border border-[var(--border-color)] bg-[var(--bg-secondary)] text-[var(--text-primary)] flex items-center justify-center cursor-pointer transition-all duration-200 hover:-translate-y-0.5 hover:shadow-sm hover:bg-[var(--bg-tertiary)] hover:bg-[#24292e] hover:text-white hover:border-[#24292e]"
+        class="oauth-btn oauth-btn-github"
         title="使用 GitHub 登录"
         @click="loginWith('github')"
       >
@@ -19,7 +17,7 @@
       <button
         v-if="config.public.oauth.google"
         type="button"
-        class="w-12 h-12 rounded-full border border-[var(--border-color)] bg-[var(--bg-secondary)] text-[var(--text-primary)] flex items-center justify-center cursor-pointer transition-all duration-200 hover:-translate-y-0.5 hover:shadow-sm hover:bg-[var(--bg-tertiary)] hover:bg-white hover:text-black hover:border-[#dadce0]"
+        class="oauth-btn oauth-btn-google"
         title="使用 Google 登录"
         @click="loginWith('google')"
       >
@@ -29,7 +27,7 @@
       <button
         v-if="config.public.oauth.aggregate"
         type="button"
-        class="w-12 h-12 rounded-full border border-[var(--border-color)] bg-[var(--bg-secondary)] text-[var(--text-primary)] flex items-center justify-center cursor-pointer transition-all duration-200 hover:-translate-y-0.5 hover:shadow-sm hover:bg-[var(--bg-tertiary)] hover:bg-[#12B7F5] hover:text-white hover:border-[#12B7F5]"
+        class="oauth-btn oauth-btn-aggregate"
         title="使用 QQ / 微信登录"
         @click="loginWith('aggregate')"
       >
@@ -39,16 +37,158 @@
       </button>
     </div>
   </div>
+
+  <div v-else-if="showPlaceholderHint" class="oauth-buttons-section">
+    <div class="oauth-divider oauth-divider-dim">
+      <span>第三方登录</span>
+    </div>
+    <div class="oauth-empty-hint">
+      <svg
+        class="oauth-empty-icon"
+        fill="none"
+        stroke="currentColor"
+        stroke-width="2"
+        viewBox="0 0 24 24"
+      >
+        <path d="M13 10V3L4 14h7v7l9-11h-7z" />
+      </svg>
+      <p>请联系管理员在 <code>.env</code> 中配置第三方 OAuth 应用后即可启用</p>
+    </div>
+  </div>
 </template>
 
 <script setup lang="ts">
+interface Props {
+  alwaysShow?: boolean
+}
+const props = withDefaults(defineProps<Props>(), {
+  alwaysShow: false
+})
 const config = useRuntimeConfig()
 
 const hasEnabledProviders = computed(() => {
   return config.public.oauth && Object.values(config.public.oauth).some((enabled) => enabled)
 })
 
+const showPlaceholderHint = computed(() => props.alwaysShow && !hasEnabledProviders.value)
+
 const loginWith = (provider: string) => {
   navigateTo(`/api/auth/${provider}`, { external: true })
 }
 </script>
+
+<style scoped>
+.oauth-buttons-section {
+  width: 100%;
+  margin-top: 24px;
+}
+
+.oauth-divider {
+  display: flex;
+  align-items: center;
+  text-align: center;
+  margin: 0 0 18px 0;
+  color: var(--text-quaternary, #9ca3af);
+  font-size: 12px;
+}
+
+.oauth-divider::before,
+.oauth-divider::after {
+  content: '';
+  flex: 1;
+  border-bottom: 1px solid var(--border-secondary, #d1d5db);
+  opacity: 0.85;
+}
+
+.oauth-divider span {
+  padding: 0 12px;
+  white-space: nowrap;
+}
+
+.oauth-divider-dim {
+  color: var(--text-quaternary, #9ca3af);
+  opacity: 0.8;
+}
+
+.oauth-buttons {
+  display: flex;
+  justify-content: center;
+  gap: 16px;
+}
+
+.oauth-btn {
+  width: 48px;
+  height: 48px;
+  border-radius: 999px;
+  border: 1px solid var(--border-secondary, #d1d5db);
+  background: var(--bg-secondary, #f5f7fa);
+  color: var(--text-primary, #1a2332);
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  cursor: pointer;
+  transition:
+    transform 0.2s ease,
+    box-shadow 0.2s ease,
+    background-color 0.2s ease,
+    border-color 0.2s ease,
+    color 0.2s ease;
+}
+
+.oauth-btn:hover {
+  transform: translateY(-1px);
+  box-shadow: var(--shadow-sm);
+}
+
+.oauth-btn-github:hover {
+  background: #24292e;
+  color: #ffffff;
+  border-color: #24292e;
+}
+
+.oauth-btn-google:hover {
+  background: #ffffff;
+  color: #111111;
+  border-color: #dadce0;
+}
+
+.oauth-btn-aggregate:hover {
+  background: #12b7f5;
+  color: #ffffff;
+  border-color: #12b7f5;
+}
+
+.oauth-empty-hint {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  gap: 10px;
+  padding: 14px 16px;
+  border: 1px dashed var(--border-secondary, #d1d5db);
+  border-radius: var(--radius-lg);
+  background: var(--bg-tertiary, #edf0f5);
+  color: var(--text-tertiary, #6b7280);
+  font-size: 13px;
+}
+
+.oauth-empty-icon {
+  width: 18px;
+  height: 18px;
+  opacity: 0.8;
+  flex-shrink: 0;
+}
+
+.oauth-empty-hint p {
+  margin: 0;
+  line-height: 1.5;
+}
+
+.oauth-empty-hint code {
+  background: var(--input-bg, #ffffff);
+  color: var(--primary, #1e40af);
+  padding: 1px 6px;
+  border-radius: 4px;
+  font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace;
+  font-size: 12px;
+}
+</style>
diff --git a/app/components/SiteFooter.vue b/app/components/SiteFooter.vue
index 8036a69..c5d528d 100644
--- a/app/components/SiteFooter.vue
+++ b/app/components/SiteFooter.vue
@@ -96,7 +96,7 @@ onMounted(() => {
   text-align: center;
   padding: 20px 0;
   margin-top: 30px;
-  border-top: 1px solid rgba(255, 255, 255, 0.1);
+  border-top: 1px solid var(--border-primary);
   width: 100%;
 }
 
@@ -109,7 +109,7 @@ onMounted(() => {
 }
 
 .footer-item {
-  color: rgba(255, 255, 255, 0.6);
+  color: var(--text-tertiary);
   font-size: 12px;
   white-space: nowrap;
 }
@@ -117,7 +117,7 @@ onMounted(() => {
 .footer-item:not(:last-child)::after {
   content: ' | ';
   margin: 0 10px;
-  color: rgba(255, 255, 255, 0.4);
+  color: var(--text-quaternary);
 }
 
 .footer-item a {
@@ -127,7 +127,7 @@ onMounted(() => {
 }
 
 .footer-item a:hover {
-  color: rgba(255, 255, 255, 0.8);
+  color: var(--text-secondary);
 }
 
 .icp-link,
@@ -139,7 +139,7 @@ onMounted(() => {
 
 .icp-link:hover,
 .voicehub-link:hover {
-  color: rgba(255, 255, 255, 0.8);
+  color: var(--text-secondary);
 }
 
 .netlify-badge {
diff --git a/app/pages/index.vue b/app/pages/index.vue
index 2a31f7e..e5bc5f6 100644
--- a/app/pages/index.vue
+++ b/app/pages/index.vue
@@ -45,18 +45,6 @@
               <span class="utility-btn-label">主题</span>
             </button>
 
-            <!-- 语言切换按钮（占位按钮，当前单语种） -->
-            <button
-              class="utility-btn lang-toggle-btn"
-              type="button"
-              aria-label="语言"
-              title="语言"
-              @click="handleLanguageClick"
-            >
-              <Icon name="globe" :size="18" />
-              <span class="utility-btn-label">语言</span>
-            </button>
-
             <div v-if="isClientAuthenticated" class="user-info">
               <div class="user-details-desktop">
                 <span class="user-name">{{ user?.name || '用户' }}</span>
@@ -710,11 +698,6 @@ const { isDark, toggleTheme } = useTheme()
 const handleToggleTheme = () => {
   toggleTheme()
 }
-const handleLanguageClick = () => {
-  if (typeof window !== 'undefined' && window.$showNotification) {
-    window.$showNotification('当前版本暂不支持多语言切换', 'info')
-  }
-}
 
 // 站点配置
 const {
@@ -1750,15 +1733,15 @@ if (
   gap: 10px;
 }
 
-/* 通用工具按钮（主题/语言） */
+/* 通用工具按钮（主题） */
 .utility-btn {
   display: inline-flex;
   align-items: center;
   gap: 6px;
   padding: 7px 12px;
-  background: var(--utility-btn-bg, rgba(255, 255, 255, 0.06));
-  color: var(--utility-btn-color, rgba(255, 255, 255, 0.78));
-  border: 1px solid var(--utility-btn-border, rgba(255, 255, 255, 0.12));
+  background: var(--surface-secondary, var(--bg-secondary));
+  color: var(--text-primary);
+  border: 1px solid var(--border-primary);
   border-radius: 10px;
   font-size: 13px;
   font-weight: 500;
@@ -1769,13 +1752,11 @@ if (
     color 0.2s ease,
     border-color 0.2s ease,
     transform 0.15s ease;
-  backdrop-filter: blur(6px);
 }
 
 .utility-btn:hover {
-  background: var(--utility-btn-hover-bg, rgba(255, 255, 255, 0.12));
-  color: var(--utility-btn-hover-color, #ffffff);
-  border-color: var(--utility-btn-hover-border, rgba(255, 255, 255, 0.22));
+  background: var(--surface-tertiary, var(--bg-tertiary));
+  border-color: var(--border-secondary);
 }
 
 .utility-btn:active {
diff --git a/app/pages/login.vue b/app/pages/login.vue
index f310bad..0ab59a2 100644
--- a/app/pages/login.vue
+++ b/app/pages/login.vue
@@ -312,7 +312,7 @@ onMounted(async () => {
 
 .icp-link:hover,
 .voicehub-link:hover {
-  color: rgba(255, 255, 255, 0.8);
+  color: var(--text-secondary);
 }
 
 @media (max-width: 768px) {