diff --git a/apps/frontend/src/views/admin/AdminFulfillmentBindingsView.vue b/apps/frontend/src/views/admin/AdminFulfillmentBindingsView.vue
index 9b15a983..881c671f 100644
--- a/apps/frontend/src/views/admin/AdminFulfillmentBindingsView.vue
+++ b/apps/frontend/src/views/admin/AdminFulfillmentBindingsView.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { nextTick, onMounted, reactive, ref } from 'vue'
+import { computed, nextTick, onMounted, reactive, ref } from 'vue'
 
 import { showSuccess } from '@/lib/feedback'
 import {
@@ -83,6 +83,22 @@ const lookupForm = reactive({
   platformOrderId: '',
 })
 
+const ruleMetrics = computed(() => {
+  const completedCount = bindings.value.filter(isEditableBindingComplete).length
+  const manualCount = bindings.value.filter((item) => item.profileKey.trim() === 'manual_review').length
+  const assistedCount = bindings.value.filter((item) => item.profileKey.trim() === 'tencent_claim_assisted').length
+
+  return {
+    totalCount: bindings.value.length,
+    completedCount,
+    draftCount: Math.max(bindings.value.length - completedCount, 0),
+    manualCount,
+    assistedCount,
+  }
+})
+
+const pendingObservedCount = computed(() => observedProducts.value.filter((item) => !item.configured).length)
+
 type ImportableProductCandidate = Pick<
   AdminObservedProductItem,
   'provider' | 'platform' | 'shopId' | 'externalSkuCode' | 'externalItemId' | 'externalSkuName'
@@ -449,56 +465,56 @@ onMounted(loadConfigs)
 <template>
   <section class="admin-panel">
     <header class="panel-header">
-      <div>
+      <div class="panel-header-copy">
         <h1>履约配置</h1>
-        <p>把外部商品识别成内部履约 SKU，再决定绑定库存还是转人工。保存后立即同步到后端规则表。</p>
+        <p>把外部商品统一映射到内部履约 SKU，并指定最终走自动、半自动还是人工处理。</p>
+      </div>
+      <div class="header-tags">
+        <span class="header-tag">外部条件命中 1 个即可</span>
+        <span class="header-tag">同类商品尽量复用同一内部 SKU</span>
+        <span class="header-tag">保存后立即生效</span>
       </div>
       <div class="header-actions">
         <el-button round @click="loadConfigs">刷新</el-button>
-        <el-button round type="primary" @click="addBinding">新增规则</el-button>
       </div>
     </header>
 
     <div v-if="!hasAdminRole('admin')" class="empty-block">仅管理员可以维护履约配置。</div>
 
     <template v-else>
-      <section class="meta-card">
-        <div class="meta-line">
-          <span class="meta-label">配置文件</span>
+      <section class="overview-card">
+        <div class="overview-file">
+          <span class="overview-label">配置文件</span>
           <code>{{ filePath || '-' }}</code>
         </div>
-        <div class="meta-line">
-          <span class="meta-label">说明</span>
-          <span>每条规则同时定义“外部商品匹配条件”和“内部履约 SKU / 履约方式”。未命中的商品会直接忽略，不再继续走后续履约动作。</span>
+
+        <div class="overview-stats">
+          <article class="overview-stat">
+            <span>规则总数</span>
+            <strong>{{ ruleMetrics.totalCount }}</strong>
+          </article>
+          <article class="overview-stat">
+            <span>完整规则</span>
+            <strong>{{ ruleMetrics.completedCount }}</strong>
+          </article>
+          <article class="overview-stat">
+            <span>待完善</span>
+            <strong>{{ ruleMetrics.draftCount }}</strong>
+          </article>
+          <article class="overview-stat">
+            <span>待补商品</span>
+            <strong>{{ pendingObservedCount }}</strong>
+          </article>
+          <article class="overview-stat">
+            <span>已识别商品</span>
+            <strong>{{ observedProducts.length }}</strong>
+          </article>
         </div>
-        <div class="meta-line">
-          <span class="meta-label">字段怎么理解</span>
-          <div class="hint-grid">
-            <div class="hint-item">
-              <strong>外部 SKU 编码 / 外部商品 ID / 外部商品名</strong>
-              <span>这是平台或店铺回传的原始商品标识，用来识别你卖的是哪一种商品。</span>
-            </div>
-            <div class="hint-item">
-              <strong>内部履约 SKU</strong>
-              <span>这是你系统里的统一商品编码，后续库存绑定、自动履约、人工处理都靠它继续往下走。</span>
-            </div>
-            <div class="hint-item">
-              <strong>内部商品名</strong>
-              <span>主要给后台展示看，建议填你们内部真正认识的商品名。</span>
-            </div>
-            <div class="hint-item">
-              <strong>履约方式</strong>
-              <span>`腾讯领取兑换` 表示用户确认后自动兑换，`腾讯领取兑换（半自动+人工）` 表示用户先登录、客服确认角色后再自动兑换，`人工发货` 表示直接落到人工处理。</span>
-            </div>
-          </div>
-        </div>
-        <div class="meta-line">
-          <span class="meta-label">内部履约 SKU 怎么填</span>
-          <div class="sku-guide">
-            <span>推荐用你们内部统一命名，不要直接抄店铺里的外部 SKU。</span>
-            <span>建议格式：`游戏或业务_商品类型_规格`，例如 `delta_havabi_500`、`dnf_cdk_blackdiamond`、`manual_peripheral_common`。</span>
-            <span>原则是“同一种履约商品，无论来自哪个平台、哪个店铺，都尽量落到同一个内部履约 SKU”。</span>
-          </div>
+
+        <div class="overview-notes">
+          <span class="overview-note">外部 SKU / 商品 ID / 商品名命中任一即可</span>
+          <span class="overview-note">内部 SKU 决定库存绑定与履约链路</span>
+          <span class="overview-note">同类商品跨平台尽量共用同一内部 SKU</span>
         </div>
       </section>
 
@@ -506,126 +522,24 @@ onMounted(loadConfigs)
       <div v-if="loading" class="empty-block">履约配置加载中</div>
 
       <template v-else>
-        <section class="table-card">
-          <div class="section-title-row">
-            <div>
-              <h3>手动查询订单商品</h3>
-              <p>新商品还没配规则时，可以按店铺 ID 和平台订单号临时补查，不需要恢复全量订单详情补查。</p>
-            </div>
-          </div>
-
-          <div class="lookup-grid">
-            <label class="field-block">
-              <span>渠道</span>
-              <input class="text-input" value="agiso" disabled />
-            </label>
-
-            <label class="field-block">
-              <span>平台</span>
-              <input class="text-input" value="xianyu" disabled />
-            </label>
-
-            <label class="field-block">
-              <span>店铺 ID</span>
-              <input
-                v-model="lookupForm.shopId"
-                class="text-input"
-                placeholder="例如 252609"
-                @keydown.enter.prevent="lookupOrderProducts"
-              />
-            </label>
-
-            <label class="field-block">
-              <span>平台订单号</span>
-              <input
-                v-model="lookupForm.platformOrderId"
-                class="text-input"
-                placeholder="输入需要补查的订单号"
-                @keydown.enter.prevent="lookupOrderProducts"
-              />
-            </label>
-          </div>
-
-          <div class="lookup-actions">
-            <el-button :loading="lookupLoading" round type="primary" @click="lookupOrderProducts">查询订单商品</el-button>
-            <span class="cell-subtle">当前仅支持 Agiso 咸鱼订单。查询结果只用于补配置，不会写入订单库。</span>
-          </div>
-
-          <p v-if="lookupErrorMessage" class="error-copy lookup-error">{{ lookupErrorMessage }}</p>
-          <div v-else-if="lookupLoading" class="empty-inline">正在查询订单详情…</div>
-
-          <template v-else-if="lookupResult">
-            <div class="lookup-summary">
-              <div class="lookup-summary-item">
-                <span class="meta-label">订单</span>
-                <strong>{{ lookupResult.order.platformOrderId }}</strong>
-                <span class="cell-subtle">{{ lookupResult.order.shopName || lookupResult.order.shopId || '-' }}</span>
-              </div>
-              <div class="lookup-summary-item">
-                <span class="meta-label">买家</span>
-                <strong>{{ lookupResult.order.buyerName || '-' }}</strong>
-                <span class="cell-subtle">支付时间：{{ formatAdminDateTime(lookupResult.order.paidAt) }}</span>
-              </div>
-              <div class="lookup-summary-item">
-                <span class="meta-label">金额</span>
-                <strong>{{ lookupResult.order.totalAmount || '0.00' }}</strong>
-                <span class="cell-subtle">补查结果：{{ lookupResult.order.enriched ? '已补全' : lookupResult.order.enrichReason || '已返回' }}</span>
-              </div>
-            </div>
-
-            <table class="data-table">
-              <thead>
-                <tr>
-                  <th>外部商品</th>
-                  <th>数量</th>
-                  <th>识别结果</th>
-                  <th>操作</th>
-                </tr>
-              </thead>
-              <tbody>
-                <tr v-for="item in lookupResult.items" :key="item.lineId">
-                  <td>
-                    <div class="cell-stack">
-                      <strong>{{ item.externalSkuName || item.itemTitle || item.externalSkuCode || item.externalItemId || '-' }}</strong>
-                      <span class="cell-subtle">SKU: {{ item.externalSkuCode || '-' }}</span>
-                      <span class="cell-subtle">ItemId: {{ item.externalItemId || '-' }}</span>
-                    </div>
-                  </td>
-                  <td>{{ item.quantity }}</td>
-                  <td>
-                    <div class="cell-stack">
-                      <strong>{{ item.configured ? '已配置' : '未配置' }}</strong>
-                      <span v-if="item.matchedBinding" class="cell-subtle">
-                        {{ item.matchedBinding.skuName || item.matchedBinding.skuCode || '-' }} / {{ item.matchedBinding.profileKey || '-' }}
-                      </span>
-                      <span v-else class="cell-subtle">可直接导入成新规则草稿</span>
-                    </div>
-                  </td>
-                  <td>
-                    <el-button
-                      v-if="!item.configured && !isLookupProductImported(item.lineId)"
-                      link
-                      type="primary"
-                      @click="importLookupProduct(item)"
-                    >
-                      导入到规则
-                    </el-button>
-                    <span v-else-if="item.configured" class="cell-subtle">已存在</span>
-                    <span v-else class="cell-subtle">已导入草稿</span>
-                  </td>
-                </tr>
-              </tbody>
-            </table>
-          </template>
-        </section>
-
-        <section class="table-card">
-          <div class="section-title-row">
+        <section class="table-card table-card--dense">
+          <div class="section-title-row section-title-row--tight">
             <div>
               <h3>已配置规则</h3>
-              <p>建议至少填写平台、店铺、外部 SKU 编码或外部商品名，再指定内部履约 SKU 和履约档案。</p>
+              <p>正式规则集中维护在这里，新补查到的商品也会导入到这个区域继续补全。</p>
+            </div>
+            <div class="section-header-tools">
+              <div class="section-mini-stats">
+                <span class="mini-stat-chip">完整 {{ ruleMetrics.completedCount }}</span>
+                <span class="mini-stat-chip">待完善 {{ ruleMetrics.draftCount }}</span>
+                <span class="mini-stat-chip">人工 {{ ruleMetrics.manualCount }}</span>
+                <span class="mini-stat-chip">半自动 {{ ruleMetrics.assistedCount }}</span>
+              </div>
+              <div class="section-action-group">
+                <el-button round @click="addBinding">新增规则</el-button>
+                <el-button :loading="saving" round type="primary" @click="saveConfigs">保存配置</el-button>
+              </div>
             </div>
-            <el-button :loading="saving" round type="primary" @click="saveConfigs">保存配置</el-button>
           </div>
 
           <p v-if="validationState?.message" class="validation-banner">{{ validationState.message }}</p>
@@ -767,11 +681,131 @@ onMounted(loadConfigs)
           </div>
         </section>
 
-        <section class="table-card">
-          <div class="section-title-row">
+        <section class="table-card table-card--dense">
+          <div class="section-title-row section-title-row--tight">
+            <div>
+              <h3>手动补查订单商品</h3>
+              <p>新商品还没配规则时，可以按店铺 ID 和平台订单号临时补查，查完直接导入规则草稿。</p>
+            </div>
+            <span class="section-note-chip">仅支持 Agiso 咸鱼订单</span>
+          </div>
+
+          <div class="lookup-toolbar">
+            <label class="field-block">
+              <span>渠道</span>
+              <input class="text-input" value="agiso" disabled />
+            </label>
+
+            <label class="field-block">
+              <span>平台</span>
+              <input class="text-input" value="xianyu" disabled />
+            </label>
+
+            <label class="field-block">
+              <span>店铺 ID</span>
+              <input
+                v-model="lookupForm.shopId"
+                class="text-input"
+                placeholder="例如 252609"
+                @keydown.enter.prevent="lookupOrderProducts"
+              />
+            </label>
+
+            <label class="field-block">
+              <span>平台订单号</span>
+              <input
+                v-model="lookupForm.platformOrderId"
+                class="text-input"
+                placeholder="输入需要补查的订单号"
+                @keydown.enter.prevent="lookupOrderProducts"
+              />
+            </label>
+
+            <div class="field-block field-block--action">
+              <span>操作</span>
+              <el-button :loading="lookupLoading" round type="primary" @click="lookupOrderProducts">查询订单商品</el-button>
+            </div>
+          </div>
+
+          <p class="toolbar-hint">查询结果只用于补配置，不会写入订单库，也不会影响现有订单数据。</p>
+
+          <p v-if="lookupErrorMessage" class="error-copy lookup-error">{{ lookupErrorMessage }}</p>
+          <div v-else-if="lookupLoading" class="empty-inline">正在查询订单详情…</div>
+
+          <template v-else-if="lookupResult">
+            <div class="lookup-summary">
+              <div class="lookup-summary-item">
+                <span class="summary-label">订单</span>
+                <strong>{{ lookupResult.order.platformOrderId }}</strong>
+                <span class="cell-subtle">{{ lookupResult.order.shopName || lookupResult.order.shopId || '-' }}</span>
+              </div>
+              <div class="lookup-summary-item">
+                <span class="summary-label">买家</span>
+                <strong>{{ lookupResult.order.buyerName || '-' }}</strong>
+                <span class="cell-subtle">支付时间：{{ formatAdminDateTime(lookupResult.order.paidAt) }}</span>
+              </div>
+              <div class="lookup-summary-item">
+                <span class="summary-label">金额</span>
+                <strong>{{ lookupResult.order.totalAmount || '0.00' }}</strong>
+                <span class="cell-subtle">补查结果：{{ lookupResult.order.enriched ? '已补全' : lookupResult.order.enrichReason || '已返回' }}</span>
+              </div>
+            </div>
+
+            <table class="data-table">
+              <thead>
+                <tr>
+                  <th>外部商品</th>
+                  <th>数量</th>
+                  <th>识别结果</th>
+                  <th>操作</th>
+                </tr>
+              </thead>
+              <tbody>
+                <tr v-for="item in lookupResult.items" :key="item.lineId">
+                  <td>
+                    <div class="cell-stack">
+                      <strong>{{ item.externalSkuName || item.itemTitle || item.externalSkuCode || item.externalItemId || '-' }}</strong>
+                      <span class="cell-subtle">SKU: {{ item.externalSkuCode || '-' }}</span>
+                      <span class="cell-subtle">ItemId: {{ item.externalItemId || '-' }}</span>
+                    </div>
+                  </td>
+                  <td>{{ item.quantity }}</td>
+                  <td>
+                    <div class="cell-stack">
+                      <strong>{{ item.configured ? '已配置' : '未配置' }}</strong>
+                      <span v-if="item.matchedBinding" class="cell-subtle">
+                        {{ item.matchedBinding.skuName || item.matchedBinding.skuCode || '-' }} / {{ item.matchedBinding.profileKey || '-' }}
+                      </span>
+                      <span v-else class="cell-subtle">可直接导入成新规则草稿</span>
+                    </div>
+                  </td>
+                  <td>
+                    <el-button
+                      v-if="!item.configured && !isLookupProductImported(item.lineId)"
+                      link
+                      type="primary"
+                      @click="importLookupProduct(item)"
+                    >
+                      导入到规则
+                    </el-button>
+                    <span v-else-if="item.configured" class="cell-subtle">已存在</span>
+                    <span v-else class="cell-subtle">已导入草稿</span>
+                  </td>
+                </tr>
+              </tbody>
+            </table>
+          </template>
+        </section>
+
+        <section class="table-card table-card--dense">
+          <div class="section-title-row section-title-row--tight">
             <div>
               <h3>近期识别到的外部商品</h3>
-              <p>从已入库订单里提取的外部商品信息，可一键导入规则后补充内部履约 SKU。</p>
+              <p>从已入库订单里提取的外部商品信息，优先处理未配置商品，导入后再补齐内部 SKU。</p>
+            </div>
+            <div class="section-mini-stats">
+              <span class="mini-stat-chip">待补 {{ pendingObservedCount }}</span>
+              <span class="mini-stat-chip">总计 {{ observedProducts.length }}</span>
             </div>
           </div>
 
@@ -830,7 +864,7 @@ onMounted(loadConfigs)
 <style scoped>
 .admin-panel {
   display: grid;
-  gap: 16px;
+  gap: 12px;
 }
 
 .panel-header,
@@ -849,92 +883,178 @@ onMounted(loadConfigs)
 
 .panel-header p,
 .section-title-row p {
-  margin: 8px 0 0;
+  margin: 6px 0 0;
   color: #64748b;
 }
 
+.panel-header {
+  align-items: flex-start;
+  flex-wrap: wrap;
+}
+
+.panel-header-copy {
+  min-width: 280px;
+  flex: 1;
+}
+
+.header-tags {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+  align-items: center;
+}
+
+.header-tag,
+.section-note-chip,
+.mini-stat-chip,
+.summary-label,
+.overview-label {
+  display: inline-flex;
+  align-items: center;
+  min-height: 28px;
+  padding: 0 10px;
+  border-radius: 999px;
+  background: rgba(37, 89, 167, 0.08);
+  border: 1px solid rgba(37, 89, 167, 0.12);
+  color: #2559a7;
+  font-size: 12px;
+  font-weight: 700;
+  letter-spacing: 0.04em;
+}
+
 .header-actions {
   display: flex;
   gap: 10px;
 }
 
-.meta-card,
+.overview-card,
 .table-card,
 .empty-block,
 .error-copy {
-  padding: 18px;
+  padding: 16px;
   border-radius: 20px;
   background: rgba(255, 255, 255, 0.94);
   border: 1px solid rgba(86, 108, 138, 0.1);
 }
 
-.meta-card {
-  display: grid;
-  gap: 10px;
+.table-card--dense {
+  padding: 14px 16px 16px;
 }
 
-.hint-grid,
-.sku-guide {
-  display: grid;
-  gap: 8px;
-}
-
-.lookup-grid,
-.lookup-summary {
+.overview-card {
   display: grid;
   gap: 12px;
 }
 
-.hint-grid {
-  grid-template-columns: repeat(2, minmax(0, 1fr));
-}
-
-.lookup-grid,
-.lookup-summary {
-  grid-template-columns: repeat(3, minmax(0, 1fr));
-}
-
-.hint-item {
-  display: grid;
-  gap: 4px;
-  padding: 10px 12px;
-  border-radius: 14px;
-  background: #f8fafc;
-  border: 1px solid rgba(148, 163, 184, 0.14);
-}
-
-.hint-item strong {
-  color: #1d3555;
-  font-size: 13px;
-}
-
-.hint-item span,
-.sku-guide span {
-  color: #64748b;
-  font-size: 13px;
-  line-height: 1.6;
-}
-
-.meta-line {
+.overview-file {
   display: grid;
   gap: 6px;
 }
 
-.lookup-actions {
-  margin-top: 14px;
+.overview-file code {
+  display: inline-flex;
+  width: 100%;
+  max-width: 100%;
+  padding: 8px 12px;
+  border-radius: 14px;
+  background: rgba(15, 23, 42, 0.05);
+  color: #1d3555;
+  word-break: break-all;
+}
+
+.overview-stats {
+  display: grid;
+  grid-template-columns: repeat(5, minmax(0, 1fr));
+  gap: 10px;
+}
+
+.overview-stat {
+  display: grid;
+  gap: 4px;
+  padding: 12px 14px;
+  border-radius: 16px;
+  background: #f8fafc;
+  border: 1px solid rgba(148, 163, 184, 0.14);
+}
+
+.overview-stat span {
+  color: #64748b;
+  font-size: 12px;
+  font-weight: 700;
+}
+
+.overview-stat strong {
+  color: #1d3555;
+  font-size: 22px;
+  line-height: 1.1;
+}
+
+.overview-notes {
   display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+}
+
+.overview-note {
+  display: inline-flex;
   align-items: center;
-  justify-content: space-between;
+  min-height: 32px;
+  padding: 0 12px;
+  border-radius: 999px;
+  background: rgba(15, 23, 42, 0.04);
+  color: #475467;
+  font-size: 12px;
+  font-weight: 600;
+}
+
+.section-title-row--tight {
+  align-items: center;
+}
+
+.section-header-tools {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 12px;
+  justify-content: flex-end;
+  align-items: center;
+}
+
+.section-mini-stats,
+.section-action-group {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+}
+
+.lookup-toolbar,
+.lookup-summary {
+  display: grid;
   gap: 12px;
 }
 
+.lookup-toolbar {
+  grid-template-columns: 96px 110px minmax(140px, 1fr) minmax(180px, 1.2fr) 136px;
+  align-items: end;
+}
+
+.field-block--action :deep(.el-button) {
+  width: 100%;
+}
+
+.toolbar-hint {
+  margin: 10px 0 0;
+  color: #64748b;
+  font-size: 12px;
+}
+
 .lookup-summary {
-  margin-top: 16px;
+  margin-top: 14px;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
 }
 
 .lookup-summary-item {
   display: grid;
-  gap: 4px;
+  gap: 6px;
   padding: 12px 14px;
   border-radius: 16px;
   background: #f8fafc;
@@ -945,16 +1065,10 @@ onMounted(loadConfigs)
   color: #1d3555;
 }
 
-.meta-label {
-  color: #64748b;
-  font-size: 12px;
-  font-weight: 700;
-}
-
 .binding-card {
-  margin-top: 14px;
-  padding: 16px;
-  border-radius: 18px;
+  margin-top: 12px;
+  padding: 14px;
+  border-radius: 16px;
   background: #f8fafc;
   border: 1px solid rgba(148, 163, 184, 0.18);
 }
@@ -967,9 +1081,9 @@ onMounted(loadConfigs)
 .binding-header {
   display: flex;
   justify-content: space-between;
-  gap: 16px;
+  gap: 12px;
   align-items: flex-start;
-  margin-bottom: 12px;
+  margin-bottom: 10px;
 }
 
 .binding-summary {
@@ -1011,7 +1125,7 @@ onMounted(loadConfigs)
   background: rgba(255, 255, 255, 0.96);
   color: #1d3555;
   border-radius: 999px;
-  padding: 8px 14px;
+  padding: 7px 12px;
   font: inherit;
   cursor: pointer;
 }
@@ -1026,12 +1140,12 @@ onMounted(loadConfigs)
 .binding-grid {
   display: grid;
   grid-template-columns: repeat(2, minmax(0, 1fr));
-  gap: 12px;
+  gap: 10px 12px;
 }
 
 .validation-banner {
-  margin: 14px 0 0;
-  padding: 12px 14px;
+  margin: 12px 0 0;
+  padding: 10px 12px;
   border-radius: 14px;
   background: #fff4f2;
   border: 1px solid rgba(244, 63, 94, 0.18);
@@ -1041,7 +1155,7 @@ onMounted(loadConfigs)
 
 .field-block {
   display: grid;
-  gap: 8px;
+  gap: 6px;
 }
 
 .field-block span {
@@ -1062,8 +1176,8 @@ onMounted(loadConfigs)
 
 .text-input {
   width: 100%;
-  min-height: 42px;
-  padding: 0 14px;
+  min-height: 40px;
+  padding: 0 12px;
   border-radius: 14px;
   border: 1px solid rgba(86, 108, 138, 0.18);
   background: rgba(255, 255, 255, 0.96);
@@ -1081,14 +1195,14 @@ onMounted(loadConfigs)
 }
 
 .binding-inline-error {
-  margin: 12px 0 0;
+  margin: 10px 0 0;
   color: #b42318;
   font-size: 13px;
   font-weight: 600;
 }
 
 .binding-actions {
-  margin-top: 12px;
+  margin-top: 10px;
   display: flex;
   justify-content: space-between;
   gap: 12px;
@@ -1144,15 +1258,15 @@ onMounted(loadConfigs)
 @media (max-width: 980px) {
   .panel-header,
   .section-title-row,
-  .lookup-actions,
+  .section-header-tools,
   .binding-actions,
   .binding-header {
     flex-direction: column;
     align-items: stretch;
   }
 
-  .hint-grid,
-  .lookup-grid,
+  .overview-stats,
+  .lookup-toolbar,
   .lookup-summary,
   .binding-grid {
     grid-template-columns: 1fr;
diff --git a/apps/frontend/src/views/admin/AdminInventoryView.vue b/apps/frontend/src/views/admin/AdminInventoryView.vue
index e70f1eb1..01aa4f6d 100644
--- a/apps/frontend/src/views/admin/AdminInventoryView.vue
+++ b/apps/frontend/src/views/admin/AdminInventoryView.vue
@@ -461,35 +461,22 @@ onMounted(async () => {
 <template>
   <section class="admin-panel">
     <header class="panel-header">
-      <div>
+      <div class="panel-header-copy">
         <h1>库存管理</h1>
-        <p>库存项现在按“内部履约 SKU + 凭据类型”入池。当前三角洲行动腾讯兑换码自动领取，会优先使用 `tencent_code` 类型库存。</p>
+        <p>按内部履约 SKU 和凭据类型管理库存、预占和发放。</p>
+      </div>
+      <div class="header-tags">
+        <span class="header-tag">按 SKU + 凭据类型入池</span>
+        <span class="header-tag">腾讯兑换优先使用 `tencent_code`</span>
+        <span class="header-tag">命中库存后自动流转或转人工</span>
       </div>
     </header>
 
-    <section class="guide-card">
-      <article class="guide-item">
-        <span class="guide-label">1. 商品识别</span>
-        <h2>先识别成内部履约 SKU</h2>
-        <p>平台商品不会直接配库存。订单先在“商品识别与履约配置”里映射成内部履约 SKU，再来到这里找库存。</p>
-      </article>
-      <article class="guide-item">
-        <span class="guide-label">2. 库存预占</span>
-        <h2>再按凭据类型找库存项</h2>
-        <p>`tencent_claim_redeem` 和 `tencent_claim_assisted` 当前都会优先查找 `tencent_code`，适合三角洲行动这类腾讯兑换码领取场景。以后扩展别的履约档案时，也会按各自 requirement 匹配。</p>
-      </article>
-      <article class="guide-item">
-        <span class="guide-label">3. 履约结果</span>
-        <h2>自动绑定或转人工</h2>
-        <p>命中库存后任务会进入预占 / 发放链路；配置为 `tencent_claim_assisted` 时会进入“用户登录 + 客服确认 + 后端自动兑换”；配置走 `manual_review` 时，会落到人工处理。</p>
-      </article>
-    </section>
-
     <section class="filter-card">
       <div class="card-head">
         <div>
           <h2>查询库存池</h2>
-          <p>按内部履约 SKU、凭据类型、批次和状态查看当前库存池。</p>
+          <p>按内部履约 SKU、凭据类型、批次和状态快速定位库存。</p>
         </div>
       </div>
       <div class="form-grid">
@@ -516,7 +503,7 @@ onMounted(async () => {
       <div class="card-head">
         <div>
           <h2>入库与导入</h2>
-          <p>这里填写的是内部履约 SKU，不是平台侧 `sku_code`。内部 SKU 支持中文命名；同一类商品建议长期复用同一个名字，这样订单才能稳定共用库存池。</p>
+          <p>填写内部履约 SKU，不是平台侧 `sku_code`。建议同类商品长期复用同一个内部名称。</p>
         </div>
       </div>
 
@@ -770,26 +757,24 @@ onMounted(async () => {
 <style scoped>
 .admin-panel {
   display: grid;
-  gap: 16px;
+  gap: 14px;
 }
 
 .panel-header h1,
 .card-head h2,
-.guide-item h2 {
+.pool-title {
   margin: 0;
   color: #1d3555;
 }
 
 .panel-header p,
 .card-head p,
-.guide-item p,
 .toolbar-copy,
 .section-tip {
   margin: 8px 0 0;
   color: #64748b;
 }
 
-.guide-card,
 .filter-card,
 .import-card,
 .table-card,
@@ -801,33 +786,38 @@ onMounted(async () => {
   border: 1px solid rgba(86, 108, 138, 0.1);
 }
 
-.guide-card {
+.panel-header {
   display: grid;
-  grid-template-columns: repeat(3, minmax(0, 1fr));
-  gap: 14px;
+  gap: 10px;
 }
 
-.guide-item {
-  padding: 16px;
-  border-radius: 18px;
-  background: linear-gradient(180deg, rgba(244, 248, 255, 0.96), rgba(255, 255, 255, 0.96));
-  border: 1px solid rgba(86, 108, 138, 0.08);
+.panel-header-copy p {
+  margin-top: 6px;
 }
 
-.guide-label,
-.helper-title {
+.header-tags {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 10px;
+}
+
+.header-tag,
+.helper-title,
+.summary-label,
+.pool-total {
   display: inline-flex;
-  margin-bottom: 10px;
+  align-items: center;
+  min-height: 32px;
+  padding: 0 12px;
+  border-radius: 999px;
+  background: rgba(37, 89, 167, 0.08);
+  border: 1px solid rgba(37, 89, 167, 0.12);
   color: #2559a7;
   font-size: 12px;
   font-weight: 700;
   letter-spacing: 0.04em;
 }
 
-.guide-item p {
-  line-height: 1.6;
-}
-
 .card-head {
   display: flex;
   justify-content: space-between;
@@ -975,14 +965,6 @@ onMounted(async () => {
   gap: 8px;
 }
 
-.summary-label,
-.pool-total {
-  color: #2559a7;
-  font-size: 12px;
-  font-weight: 700;
-  letter-spacing: 0.04em;
-}
-
 .summary-value {
   font-size: 30px;
   line-height: 1;
@@ -1176,7 +1158,6 @@ onMounted(async () => {
 @media (max-width: 1180px) {
   .summary-grid,
   .pool-grid,
-  .guide-card,
   .form-grid,
   .helper-grid {
     grid-template-columns: repeat(2, minmax(0, 1fr));
@@ -1186,12 +1167,12 @@ onMounted(async () => {
 @media (max-width: 860px) {
   .summary-grid,
   .pool-grid,
-  .guide-card,
   .form-grid,
   .helper-grid {
     grid-template-columns: minmax(0, 1fr);
   }
 
+  .header-tags,
   .single-row,
   .action-row,
   .sku-helper-bar {