diff --git a/apps/desktop-client/src/renderer/views/PublishManagementView.vue b/apps/desktop-client/src/renderer/views/PublishManagementView.vue
index 73eca11..bc2ca3b 100644
--- a/apps/desktop-client/src/renderer/views/PublishManagementView.vue
+++ b/apps/desktop-client/src/renderer/views/PublishManagementView.vue
@@ -116,6 +116,27 @@ function extractString(value: JsonValue | null | undefined): string | null {
   return trimmed ? trimmed : null;
 }
 
+function extractStringId(value: JsonValue | null | undefined): string | null {
+  if (typeof value === "number" && Number.isFinite(value)) {
+    return String(Math.trunc(value));
+  }
+  return extractString(value);
+}
+
+function buildSohuArticleUrl(task: DesktopTaskInfo, result: Record<string, JsonValue>): string | null {
+  if (task.platform !== "sohuhao" || extractString(result.publish_type) === "draft") {
+    return null;
+  }
+
+  const articleId = extractStringId(result.external_article_id);
+  const accountUid = accountMap.value.get(task.target_account_id)?.platformUid?.trim() ?? "";
+  if (!articleId || !accountUid) {
+    return null;
+  }
+
+  return `https://www.sohu.com/a/${encodeURIComponent(articleId)}_${encodeURIComponent(accountUid)}`;
+}
+
 function normalizePublishTaskStatus(status: DesktopTaskInfo["status"]): DesktopTaskInfo["status"] {
   return status === "unknown" ? "failed" : status;
 }
@@ -374,7 +395,7 @@ const publishTasks = computed<PublishTaskItem[]>(() =>
       leaseExpiresAt: task.lease_expires_at ? parseTimestamp(task.lease_expires_at) : null,
       createdAt: parseTimestamp(task.created_at),
       updatedAt: parseTimestamp(task.updated_at),
-      externalArticleUrl: extractString(result.external_article_url),
+      externalArticleUrl: extractString(result.external_article_url) ?? buildSohuArticleUrl(task, result),
       externalManageUrl: extractString(result.external_manage_url),
       errorMessage: normalizeTaskErrorMessage(
         extractString(taskError.message)
@@ -403,66 +424,65 @@ const tableScroll = { x: 1000 } as const;
 
 <template>
   <section class="page-container">
-    <header class="page-header">
-      <div class="page-header__title">
-        <p class="eyebrow">Publish Execution Desk</p>
-        <h2>发布管理</h2>
-      </div>
-      <div class="page-header__metrics" role="group" aria-label="发布任务概览">
-        <div class="metric" :class="{ 'metric--accent': pendingCount > 0 }">
-          <span class="metric__label">等待发布</span>
-          <span class="metric__value">{{ pendingCount }}</span>
+    <section class="hero-card">
+      <div class="hero-header">
+        <div class="hero-title">
+          <p class="eyebrow">PUBLISH EXECUTION DESK</p>
+          <h2>发布管理</h2>
         </div>
-        <div class="metric">
-          <span class="metric__label">已发送</span>
-          <span class="metric__value">{{ historyTotal }}</span>
-        </div>
-        <div class="metric metric--total">
-          <span class="metric__label">历史总数</span>
-          <span class="metric__value">{{ totalCount }}</span>
+        <div class="hero-actions">
+          <a-button type="primary" ghost class="modern-btn" :loading="loading" @click="refreshTasks()">
+            <template #icon><ReloadOutlined /></template>
+            刷新状态
+          </a-button>
         </div>
       </div>
-      <div class="page-header__actions">
-        <a-button class="ghost-btn" :loading="loading" @click="refreshTasks()">
-          <template #icon><ReloadOutlined /></template>
-          刷新
-        </a-button>
+      <div class="stats-strip">
+        <div class="stat-card">
+          <div class="stat-label">等待发布</div>
+          <div class="stat-value" :class="{ 'stat-value--accent': pendingCount > 0 }">{{ pendingCount }}</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">已发送</div>
+          <div class="stat-value">{{ historyTotal }}</div>
+        </div>
+        <div class="stat-card">
+          <div class="stat-label">历史总数</div>
+          <div class="stat-value">{{ totalCount }}</div>
+        </div>
       </div>
-    </header>
-
-    <p class="page-summary">
-      待发布任务始终排在最前，每页 10 条；当前页 PublishTasks 展示完后再继续补已发送历史。
-    </p>
+    </section>
 
     <div v-if="error" class="feedback-banner error">
       <div class="error-text">{{ error }}</div>
     </div>
 
-    <section class="data-card">
-      <div class="data-card__toolbar">
-        <div class="toolbar-meta">
-          <h3 class="section-title">待发布与已发送记录</h3>
-          <p class="section-desc">分页与总数以服务端返回的 PublishTasks 结果为准。</p>
+    <section class="content-section">
+      <div class="hero-card" style="padding-bottom: 0;">
+        <div class="hero-header table-toolbar">
+          <div class="toolbar-meta">
+            <h3 class="section-title">待发布与已发送记录</h3>
+            <p class="section-desc">待发布任务始终排在最前，每页 10 条；分页与总数以服务端返回的 PublishTasks 为准。</p>
+          </div>
+          <div class="toolbar-filters">
+            <a-input
+              v-model:value="searchTitle"
+              allow-clear
+              placeholder="搜索文章标题"
+              class="search-input"
+              @pressEnter="applySearch"
+            >
+              <template #prefix>
+                <SearchOutlined style="color: #94a3b8" />
+              </template>
+            </a-input>
+            <a-button type="primary" class="modern-btn" @click="applySearch">搜索</a-button>
+          </div>
         </div>
-        <div class="toolbar-filters">
-          <a-input
-            v-model:value="searchTitle"
-            allow-clear
-            placeholder="搜索文章标题"
-            class="search-input"
-            @pressEnter="applySearch"
-          >
-            <template #prefix>
-              <SearchOutlined style="color: #94a3b8" />
-            </template>
-          </a-input>
-          <a-button type="primary" class="primary-btn" @click="applySearch">搜索</a-button>
-        </div>
-      </div>
 
       <a-table
         row-key="id"
-        class="publish-table"
+        class="modern-table publish-table"
         :columns="tableColumns"
         :data-source="publishTasks"
         :pagination="false"
@@ -631,6 +651,7 @@ const tableScroll = { x: 1000 } as const;
           @change="handlePageChange"
         />
       </div>
+      </div>
     </section>
   </section>
 </template>
@@ -639,135 +660,97 @@ const tableScroll = { x: 1000 } as const;
 .page-container {
   display: flex;
   flex-direction: column;
-  gap: 16px;
+  gap: 32px;
   padding-bottom: 40px;
   max-width: 1400px;
 }
 
-/* Header Bar */
-.page-header {
-  display: flex;
-  align-items: center;
-  gap: 20px;
-  flex-wrap: wrap;
+/* Hero Section (aligned with AccountsView) */
+.hero-card {
+  background: #ffffff;
+  border-radius: 20px;
+  border: 1px solid #eef2f6;
+  box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.02), 0 2px 4px -2px rgba(0, 0, 0, 0.01);
+  overflow: hidden;
 }
 
-.page-header__title {
+.hero-header {
   display: flex;
-  flex-direction: column;
-  gap: 2px;
-  min-width: 0;
+  justify-content: space-between;
+  align-items: flex-start;
+  padding: 36px 40px;
 }
 
 .eyebrow {
-  margin: 0;
-  color: #94a3b8;
-  font-size: 11px;
+  margin: 0 0 12px;
+  color: #64748b;
+  font-size: 13px;
   font-weight: 700;
-  letter-spacing: 0.12em;
+  letter-spacing: 0.1em;
   text-transform: uppercase;
 }
 
-.page-header__title h2 {
+.hero-title h2 {
   margin: 0;
-  font-size: 22px;
-  font-weight: 700;
+  font-size: 32px;
+  font-weight: 800;
   color: #0f172a;
-  letter-spacing: -0.01em;
-  line-height: 1.2;
+  letter-spacing: -0.02em;
 }
 
-.page-header__metrics {
+.modern-btn {
+  border-radius: 8px;
+  height: 40px;
+  padding: 0 20px;
+  font-weight: 600;
+}
+
+/* Stats Strip */
+.stats-strip {
   display: flex;
-  gap: 8px;
-  margin-left: auto;
-  flex-wrap: wrap;
+  padding: 24px 40px;
+  background: #f8fafc;
+  border-top: 1px solid #eef2f6;
+  gap: 40px;
 }
 
-.metric {
+.stat-card {
   display: flex;
   flex-direction: column;
-  gap: 2px;
-  align-items: flex-start;
-  min-width: 76px;
-  padding: 8px 14px;
-  border-radius: 10px;
-  background: #ffffff;
-  border: 1px solid #e6edf5;
+  gap: 8px;
+  flex: 1;
 }
 
-.metric--accent {
-  border-color: #fcd34d;
-  background: #fffbeb;
-}
-
-.metric--total {
-  background: #f8fafc;
-}
-
-.metric__label {
-  color: #64748b;
-  font-size: 11px;
+.stat-label {
+  font-size: 14px;
   font-weight: 500;
+  color: #64748b;
 }
 
-.metric__value {
-  color: #0f172a;
-  font-size: 18px;
+.stat-value {
+  font-size: 40px;
   font-weight: 700;
-  line-height: 1.1;
+  color: #0f172a;
+  line-height: 1;
   font-feature-settings: "tnum";
 }
 
-.metric--accent .metric__value {
+.stat-value--accent {
   color: #b45309;
 }
 
-.page-header__actions {
-  display: flex;
-  align-items: center;
-}
-
-.ghost-btn {
-  border-radius: 8px;
-  height: 36px;
-  padding: 0 14px;
-  font-weight: 500;
-  border-color: #e2e8f0;
-  color: #475569;
-}
-.ghost-btn:hover,
-.ghost-btn:focus {
-  border-color: #cbd5e1;
-  color: #0f172a;
-  background: #f8fafc;
-}
-
-.page-summary {
-  margin: 0;
-  color: #64748b;
-  font-size: 13px;
-  line-height: 1.5;
-}
-
-/* Data Card */
-.data-card {
-  background: #ffffff;
-  border-radius: 16px;
-  border: 1px solid #eef2f6;
-  box-shadow: 0 1px 2px rgba(15, 23, 42, 0.03);
-  overflow: hidden;
+/* Content Section / Table Toolbar */
+.content-section {
   display: flex;
   flex-direction: column;
+  gap: 24px;
 }
 
-.data-card__toolbar {
-  display: flex;
-  align-items: flex-end;
-  justify-content: space-between;
-  gap: 16px;
-  padding: 18px 20px;
+.table-toolbar {
+  padding: 24px 32px 16px;
   border-bottom: 1px solid #eef2f6;
+  align-items: center;
+  gap: 16px;
   flex-wrap: wrap;
 }
 
@@ -778,21 +761,21 @@ const tableScroll = { x: 1000 } as const;
 
 .section-title {
   margin: 0;
-  font-size: 15px;
+  font-size: 20px;
   font-weight: 700;
   color: #0f172a;
 }
 
 .section-desc {
-  margin: 4px 0 0;
+  margin: 6px 0 0;
   color: #64748b;
-  font-size: 12px;
+  font-size: 13px;
   line-height: 1.5;
 }
 
 .toolbar-filters {
   display: flex;
-  gap: 8px;
+  gap: 12px;
   align-items: center;
   flex-shrink: 0;
 }
@@ -802,30 +785,27 @@ const tableScroll = { x: 1000 } as const;
   border-radius: 8px;
 }
 
-.primary-btn {
-  border-radius: 8px;
-  height: 32px;
-  padding: 0 16px;
-  font-weight: 500;
+/* Modern Enterprise Table (aligned with AccountsView) */
+:deep(.publish-table) {
+  padding: 0 32px 16px;
 }
 
-/* Table */
 :deep(.publish-table .ant-table) {
   background: transparent;
 }
 
 :deep(.publish-table .ant-table-thead > tr > th) {
-  background-color: #fafbfc !important;
+  background-color: transparent !important;
   color: #64748b;
   font-weight: 600;
-  font-size: 12px;
+  font-size: 13px;
   border-bottom: 1px solid #e2e8f0;
-  padding: 10px 14px;
+  padding: 16px 12px;
   white-space: nowrap;
 }
 
 :deep(.publish-table .ant-table-tbody > tr > td) {
-  padding: 12px 14px;
+  padding: 16px 12px;
   border-bottom: 1px solid #f1f5f9;
   color: #0f172a;
   vertical-align: middle;
@@ -874,7 +854,7 @@ const tableScroll = { x: 1000 } as const;
 .cell-title {
   font-weight: 600;
   color: #0f172a;
-  font-size: 13px;
+  font-size: 14px;
   line-height: 1.4;
   display: block;
   overflow: hidden;
@@ -885,14 +865,15 @@ const tableScroll = { x: 1000 } as const;
 .cell-title--mono {
   font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, monospace;
   font-weight: 500;
-  font-size: 12.5px;
+  font-size: 13px;
 }
 
 .cell-sub {
   color: #64748b;
-  font-size: 12px;
+  font-size: 13px;
   line-height: 1.5;
   display: block;
+  margin-top: 4px;
   overflow: hidden;
   text-overflow: ellipsis;
   white-space: nowrap;
@@ -1055,8 +1036,7 @@ const tableScroll = { x: 1000 } as const;
   display: flex;
   align-items: center;
   justify-content: flex-end;
-  padding: 12px 20px;
-  border-top: 1px solid #eef2f6;
+  padding: 16px 32px 24px;
   background: transparent;
 }