diff --git a/pwuniapp/pages/expert/workspace.vue b/pwuniapp/pages/expert/workspace.vue
index 669d014..e12557b 100644
--- a/pwuniapp/pages/expert/workspace.vue
+++ b/pwuniapp/pages/expert/workspace.vue
@@ -2166,7 +2166,7 @@ const switchBackToPlayer = () => {
 }
 .srv-op {
   font-size: 24rpx;
-  color: #6366F1;
+  color: var(--color-brand, #6366F1);
   padding: 4rpx 8rpx;
 }
 .srv-op-danger {
@@ -2185,7 +2185,7 @@ const switchBackToPlayer = () => {
 .form-label {
   width: 180rpx;
   font-size: 26rpx;
-  color: #94A3B8;
+  color: var(--text-secondary, #94A3B8);
   flex-shrink: 0;
 }
 .form-input {
@@ -2193,8 +2193,8 @@ const switchBackToPlayer = () => {
   height: 68rpx;
   padding: 0 16rpx;
   border-radius: 12rpx;
-  background: rgba(255, 255, 255, 0.06);
-  color: #E2E8F0;
+  background: var(--bg-surface-elevated, rgba(255, 255, 255, 0.06));
+  color: var(--text-primary, #E2E8F0);
   font-size: 26rpx;
 }
 .form-textarea {
@@ -2202,14 +2202,14 @@ const switchBackToPlayer = () => {
   min-height: 120rpx;
   padding: 12rpx 16rpx;
   border-radius: 12rpx;
-  background: rgba(255, 255, 255, 0.06);
-  color: #E2E8F0;
+  background: var(--bg-surface-elevated, rgba(255, 255, 255, 0.06));
+  color: var(--text-primary, #E2E8F0);
   font-size: 26rpx;
 }
 .form-hint {
   display: block;
   font-size: 22rpx;
-  color: #64748B;
+  color: var(--text-muted, #64748B);
   line-height: 1.6;
 }
 </style>
diff --git a/pwuniapp/pages/user/coupons.vue b/pwuniapp/pages/user/coupons.vue
index ab11344..fa3058b 100644
--- a/pwuniapp/pages/user/coupons.vue
+++ b/pwuniapp/pages/user/coupons.vue
@@ -34,10 +34,10 @@
       <view class="coupon-body">
         <!-- 券中心 -->
         <block v-if="activeTab === 'center'">
-          <view v-if="isLoading" class="empty-tip"><text>加载中…</text></view>
+          <view v-if="isLoading" class="empty-tip"><text class="empty-text">加载中…</text></view>
           <view v-else-if="centerList.length === 0" class="empty-tip">
             <text class="empty-title">暂无可领取优惠券</text>
-            <text>平台会不定期发放新人券与品类券，敬请关注</text>
+            <text class="empty-text">平台会不定期发放新人券与品类券，敬请关注</text>
           </view>
           <view v-else class="coupon-list">
             <view v-for="c in centerList" :key="c.id" class="coupon-card">
@@ -74,7 +74,7 @@
           </view>
           <view v-if="mineList.length === 0" class="empty-tip">
             <text class="empty-title">暂无优惠券</text>
-            <text>去「券中心」领取平台优惠券吧</text>
+            <text class="empty-text">去「券中心」领取平台优惠券吧</text>
           </view>
           <view v-else class="coupon-list">
             <view
@@ -142,8 +142,12 @@ const formatDate = (v) => {
 };
 
 const loadCenter = async () => {
-  const list = await getMarketingCoupons();
-  centerList.value = Array.isArray(list) ? list : [];
+  try {
+    const list = await getMarketingCoupons();
+    centerList.value = Array.isArray(list) ? list : [];
+  } catch (_) {
+    centerList.value = [];
+  }
 };
 
 const loadMine = async () => {
@@ -152,17 +156,19 @@ const loadMine = async () => {
     mineList.value = [];
     return;
   }
-  const res = await getMyCoupons(uid);
-  const all = Array.isArray(res?.list) ? res.list : [];
-  mineList.value = all.filter((x) => x.status === mineFilter.value);
+  try {
+    const res = await getMyCoupons(uid);
+    const all = Array.isArray(res?.list) ? res.list : [];
+    mineList.value = all.filter((x) => x.status === mineFilter.value);
+  } catch (_) {
+    mineList.value = [];
+  }
 };
 
 const reloadAll = async () => {
   isLoading.value = true;
   try {
     await Promise.all([loadCenter(), loadMine()]);
-  } catch (_) {
-    // 忽略网络异常
   } finally {
     isLoading.value = false;
     isRefreshing.value = false;
@@ -214,15 +220,16 @@ onShow(() => {
 </script>
 
 <style scoped>
+/* 颜色全部取自全局主题变量（App.vue 中按 theme-warm 覆盖），随主题切换自动适配 */
 .coupon-page {
   min-height: 100vh;
-  background: #0a0f1d;
+  background: var(--bg-primary, #0a0f1d);
 }
 .custom-nav-bar {
   position: sticky;
   top: 0;
   z-index: 50;
-  background: rgba(10, 15, 29, 0.92);
+  background: var(--nav-bg, #0a0f1d);
   padding-top: var(--safe-header-gap, 0);
 }
 .nav-content {
@@ -247,7 +254,7 @@ onShow(() => {
   text-align: center;
 }
 .nav-title {
-  color: #fff;
+  color: var(--text-primary, #fff);
   font-size: 17px;
   font-weight: 600;
 }
@@ -257,7 +264,7 @@ onShow(() => {
 .tab-bar {
   display: flex;
   gap: 12px;
-  padding: 8px 16px 0;
+  padding: 10px 16px 0;
 }
 .tab-item {
   flex: 1;
@@ -266,13 +273,15 @@ onShow(() => {
   display: flex;
   align-items: center;
   justify-content: center;
-  background: rgba(255, 255, 255, 0.06);
+  background: var(--bg-surface-elevated, #1e2942);
+  border: 1px solid var(--border-subtle, #1e293b);
 }
 .tab-item.active {
-  background: linear-gradient(135deg, #6366f1 0%, #8b5cf6 100%);
+  background: var(--color-brand-gradient, linear-gradient(135deg, #6366f1, #8b5cf6));
+  border-color: transparent;
 }
 .tab-text {
-  color: #cbd5e1;
+  color: var(--text-secondary, #cbd5e1);
   font-size: 13px;
   font-weight: 600;
 }
@@ -280,7 +289,7 @@ onShow(() => {
   color: #fff;
 }
 .coupon-scroll {
-  height: calc(100vh - 88px - var(--safe-header-gap, 0px));
+  height: calc(100vh - 90px - var(--safe-header-gap, 0px));
 }
 .coupon-body {
   padding: 12px 16px 40px;
@@ -291,11 +300,11 @@ onShow(() => {
   margin-bottom: 10px;
 }
 .filter-item {
-  color: #7d89a8;
+  color: var(--text-muted, #7d89a8);
   font-size: 13px;
 }
 .filter-item.active {
-  color: #8b9cff;
+  color: var(--color-brand, #8b9cff);
   font-weight: 600;
 }
 .coupon-list {
@@ -309,7 +318,8 @@ onShow(() => {
   gap: 12px;
   padding: 14px;
   border-radius: 14px;
-  background: linear-gradient(135deg, #1b2340 0%, #141a30 100%);
+  background: var(--bg-surface, #141a30);
+  border: 1px solid var(--border-subtle, #1e293b);
 }
 .coupon-card.used {
   opacity: 0.55;
@@ -323,12 +333,12 @@ onShow(() => {
   flex-shrink: 0;
 }
 .amount-num {
-  color: #ffd166;
+  color: var(--color-brand, #ffd166);
   font-size: 20px;
   font-weight: 700;
 }
 .amount-sub {
-  color: #8d99b8;
+  color: var(--text-muted, #8d99b8);
   font-size: 10px;
   margin-top: 2px;
 }
@@ -340,23 +350,24 @@ onShow(() => {
   gap: 4px;
 }
 .coupon-name {
-  color: #fff;
+  color: var(--text-primary, #fff);
   font-size: 14px;
   font-weight: 600;
 }
 .coupon-desc {
-  color: #94a3b8;
+  color: var(--text-secondary, #94a3b8);
   font-size: 12px;
 }
 .coupon-extra {
-  color: #6d7997;
+  color: var(--text-muted, #6d7997);
   font-size: 11px;
 }
 .coupon-btn {
   flex-shrink: 0;
   padding: 7px 12px;
   border-radius: 16px;
-  background: linear-gradient(135deg, #6366f1 0%, #8b5cf6 100%);
+  background: var(--color-brand-gradient, linear-gradient(135deg, #6366f1, #8b5cf6));
+  box-shadow: var(--shadow-brand, none);
 }
 .coupon-btn text {
   color: #fff;
@@ -364,16 +375,17 @@ onShow(() => {
   font-weight: 600;
 }
 .coupon-btn.disabled {
-  background: rgba(255, 255, 255, 0.12);
+  background: var(--bg-surface-elevated, rgba(255, 255, 255, 0.12));
+  box-shadow: none;
 }
 .coupon-btn.disabled text {
-  color: #8d99b8;
+  color: var(--text-muted, #8d99b8);
 }
 .coupon-state {
   flex-shrink: 0;
 }
 .coupon-state text {
-  color: #8d99b8;
+  color: var(--text-muted, #8d99b8);
   font-size: 12px;
 }
 .empty-tip {
@@ -384,12 +396,12 @@ onShow(() => {
   gap: 8px;
 }
 .empty-title {
-  color: #e6eaf5;
+  color: var(--text-primary, #e6eaf5);
   font-size: 15px;
   font-weight: 600;
 }
-.empty-tip text {
-  color: #7d89a8;
+.empty-text {
+  color: var(--text-muted, #7d89a8);
   font-size: 12px;
   text-align: center;
   line-height: 1.6;
diff --git a/pwuniapp/pages/user/notifications.vue b/pwuniapp/pages/user/notifications.vue
index 7d7a6b3..d8dfe5a 100644
--- a/pwuniapp/pages/user/notifications.vue
+++ b/pwuniapp/pages/user/notifications.vue
@@ -169,15 +169,16 @@ onShow(() => {
 </script>
 
 <style scoped>
+/* 颜色全部取自全局主题变量（App.vue 按 theme-warm 覆盖），随主题切换自动适配 */
 .notif-page {
   min-height: 100vh;
-  background: #0a0f1d;
+  background: var(--bg-primary, #0a0f1d);
 }
 .custom-nav-bar {
   position: sticky;
   top: 0;
   z-index: 50;
-  background: rgba(10, 15, 29, 0.92);
+  background: var(--nav-bg, #0a0f1d);
   padding-top: var(--safe-header-gap, 0);
 }
 .nav-content {
@@ -202,7 +203,7 @@ onShow(() => {
   text-align: center;
 }
 .nav-title {
-  color: #fff;
+  color: var(--text-primary, #fff);
   font-size: 17px;
   font-weight: 600;
 }
@@ -211,7 +212,7 @@ onShow(() => {
   text-align: right;
 }
 .nav-action-text {
-  color: #8b9cff;
+  color: var(--color-brand, #8b9cff);
   font-size: 13px;
 }
 .nav-capsule-placeholder {
@@ -226,19 +227,20 @@ onShow(() => {
 .notif-summary {
   padding: 16px;
   border-radius: 16px;
-  background: linear-gradient(135deg, #1b2340 0%, #141a30 100%);
+  background: var(--bg-surface, #141a30);
+  border: 1px solid var(--border-subtle, #1e293b);
   display: flex;
   flex-direction: column;
   gap: 6px;
   margin-bottom: 14px;
 }
 .summary-title {
-  color: #fff;
+  color: var(--text-primary, #fff);
   font-size: 16px;
   font-weight: 700;
 }
 .summary-sub {
-  color: #9aa7c7;
+  color: var(--text-secondary, #9aa7c7);
   font-size: 12px;
   line-height: 1.5;
 }
@@ -250,12 +252,12 @@ onShow(() => {
   gap: 8px;
 }
 .empty-title {
-  color: #e6eaf5;
+  color: var(--text-primary, #e6eaf5);
   font-size: 15px;
   font-weight: 600;
 }
 .empty-text {
-  color: #7d89a8;
+  color: var(--text-muted, #7d89a8);
   font-size: 12px;
   text-align: center;
   line-height: 1.6;
@@ -269,13 +271,14 @@ onShow(() => {
   position: relative;
   padding: 14px 14px 14px 18px;
   border-radius: 14px;
-  background: #141a30;
+  background: var(--bg-surface, #141a30);
+  border: 1px solid var(--border-subtle, #1e293b);
   display: flex;
   align-items: flex-start;
   gap: 10px;
 }
 .notif-card.is-unread {
-  background: #182143;
+  background: var(--bg-surface-elevated, #182143);
 }
 .notif-dot {
   width: 8px;
@@ -295,19 +298,19 @@ onShow(() => {
   gap: 8px;
 }
 .notif-title {
-  color: #fff;
+  color: var(--text-primary, #fff);
   font-size: 14px;
   font-weight: 600;
 }
 .notif-time {
-  color: #6d7997;
+  color: var(--text-muted, #6d7997);
   font-size: 11px;
   flex-shrink: 0;
 }
 .notif-content {
   display: block;
   margin-top: 6px;
-  color: #a8b3d1;
+  color: var(--text-secondary, #a8b3d1);
   font-size: 12px;
   line-height: 1.6;
 }
diff --git a/server/tests/theme-consistency.spec.ts b/server/tests/theme-consistency.spec.ts
new file mode 100644
index 0000000..8074b83
--- /dev/null
+++ b/server/tests/theme-consistency.spec.ts
@@ -0,0 +1,43 @@
+// 已读取AGENTS.md
+import * as fs from 'fs';
+import * as path from 'path';
+
+/**
+ * 第八十一批：新页面必须复用全局主题变量（随 theme-warm/theme-cool 切换自适应）。
+ * 背景：优惠券页/消息页初版写死深色，切到「暖阳晨曦」主题时不跟随，配色不一致。
+ */
+describe('第八十一批主题一致性闸门', () => {
+  const root = path.resolve(__dirname, '../../');
+  const read = (p: string) => fs.readFileSync(path.join(root, p), 'utf-8');
+  const coupons = read('pwuniapp/pages/user/coupons.vue');
+  const notifications = read('pwuniapp/pages/user/notifications.vue');
+  const workspace = read('pwuniapp/pages/expert/workspace.vue');
+
+  it('优惠券页使用全局主题变量而非写死配色', () => {
+    for (const v of ['var(--bg-primary', 'var(--bg-surface', 'var(--color-brand-gradient', 'var(--text-primary', 'var(--text-secondary', 'var(--text-muted', 'var(--border-subtle', 'var(--nav-bg']) {
+      expect(coupons).toContain(v);
+    }
+    expect(coupons).toContain("'theme-' + currentThemeKey");
+  });
+
+  it('消息通知页使用全局主题变量', () => {
+    for (const v of ['var(--bg-primary', 'var(--bg-surface', 'var(--color-brand', 'var(--text-primary', 'var(--text-muted', 'var(--border-subtle', 'var(--nav-bg']) {
+      expect(notifications).toContain(v);
+    }
+    expect(notifications).toContain("'theme-' + currentThemeKey");
+  });
+
+  it('大神工作台新增表单样式复用主题变量', () => {
+    expect(workspace).toContain('var(--bg-surface-elevated');
+    expect(workspace).toContain('var(--color-brand');
+    expect(workspace).toContain('var(--text-secondary');
+    expect(workspace).toContain('var(--text-primary');
+  });
+
+  it('全局主题变量在 App.vue 中按主题定义', () => {
+    const app = read('pwuniapp/App.vue');
+    expect(app).toContain(':root, page {');
+    expect(app).toContain('.theme-warm {');
+    expect(app).toContain('--color-brand-gradient');
+  });
+});