diff --git a/web/backend/services/douyu_service.py b/web/backend/services/douyu_service.py
index f5af109..06c7466 100644
--- a/web/backend/services/douyu_service.py
+++ b/web/backend/services/douyu_service.py
@@ -24,7 +24,7 @@ SUPPORTED_DOUYU_TASK_TYPES = {
     "query_game_name": "一键获取游戏名",
     "query_change_bind_time": "一键查询换绑时间",
     "query_limited_goods": "一键查询限兑商品",
-    "query_gold_balance": "一键查询鱼刺余额",
+    "query_gold_balance": "一键查询鱼翅余额",
     "refresh_goods": "刷新商品列表",
     "query_exchange_records": "一键查询兑换记录",
     "prefetch_csrf_token": "一键获取兑换 CSRF Token",
diff --git a/web/frontend/src/pages/DouyuTasksPage.tsx b/web/frontend/src/pages/DouyuTasksPage.tsx
index b7968ca..f648586 100644
--- a/web/frontend/src/pages/DouyuTasksPage.tsx
+++ b/web/frontend/src/pages/DouyuTasksPage.tsx
@@ -38,6 +38,9 @@ const QUICK_ACTIONS = [
   { key: 'donate_elite_gift', icon: <GiftOutlined /> },
 ];
 
+const BIND_ACTION_KEYS = ['get_bind_qr', 'confirm_bind', 'query_game_name', 'query_change_bind_time'];
+const QUERY_ACTION_KEYS = ['query_points', 'query_limited_goods', 'query_gold_balance'];
+
 const STATUS_COLORS: Record<string, string> = {
   planned: 'default', pending: 'default', running: 'processing',
   success: 'success', failed: 'error', error: 'error', stopped: 'warning',
@@ -680,6 +683,48 @@ export default function DouyuTasksPage() {
   const payAccountName = payTask
     ? (payTask.account_nickname || payTask.account_username || payTask.account_uid || `#${payTask.account_id}`)
     : '';
+  const selectedText = selectedIds.length > 0 ? `已选 ${selectedIds.length} 个账号` : '请先勾选账号';
+  const actionByKey = useMemo(() => new Map(QUICK_ACTIONS.map((item) => [item.key, item])), []);
+  const actionDisabled = (taskType: string) => {
+    if (batchBusy || selectedIds.length === 0) return true;
+    if (taskType === 'exchange_goods') return !selectedGoodsId;
+    return false;
+  };
+  const renderActionButton = (taskType: string, type: 'default' | 'primary' = 'default') => {
+    const item = actionByKey.get(taskType);
+    return (
+      <Button
+        key={taskType}
+        size="small"
+        block
+        type={type}
+        icon={item?.icon}
+        onClick={() => startTask(taskType)}
+        disabled={actionDisabled(taskType)}
+        style={{ justifyContent: 'flex-start' }}
+      >
+        {taskTypes[taskType] || taskType}
+      </Button>
+    );
+  };
+  const sectionStyle = {
+    border: '1px solid #f0f0f0',
+    borderRadius: 6,
+    padding: 8,
+    background: '#fff',
+  };
+  const sectionTitleStyle = {
+    display: 'flex',
+    alignItems: 'center',
+    gap: 6,
+    marginBottom: 8,
+    fontWeight: 600,
+  };
+  const actionGridStyle = {
+    display: 'grid',
+    gridTemplateColumns: '1fr 1fr',
+    gap: 6,
+  };
 
   return (
     <div style={{ height: '100%', display: 'flex', flexDirection: 'column', overflow: 'hidden' }}>
@@ -765,63 +810,113 @@ export default function DouyuTasksPage() {
 
         {/* Right: operations + logs */}
         <div style={{ display: 'flex', flexDirection: 'column', gap: 12, overflow: 'auto' }}>
-          <Card size="small" title="操作" styles={{ body: { padding: 8 } }}>
+          <Card
+            size="small"
+            title="操作"
+            extra={<Tag color={selectedIds.length ? 'blue' : 'default'}>{selectedText}</Tag>}
+            styles={{ body: { padding: 8 } }}
+          >
             <Space direction="vertical" style={{ width: '100%' }} size={8}>
-              <Space style={{ width: '100%', justifyContent: 'space-between' }}>
-                <Text type="secondary">{selectedIds.length > 0 ? `已选 ${selectedIds.length} 个账号` : '点击/右键选择账号'}</Text>
-                <InputNumber size="small" min={1} max={10} value={concurrency} onChange={(v) => setConcurrency(v || 1)} style={{ width: 70 }} addonBefore="并发" />
-              </Space>
-              <Space wrap size={4}>
-                {QUICK_ACTIONS.map((item) => (
-                  <Button
-                    key={item.key} size="small" icon={item.icon}
-                    onClick={() => startTask(item.key)}
-                    disabled={batchBusy || selectedIds.length === 0}
-                  >
-                    {taskTypes[item.key] || item.key}
-                  </Button>
-                ))}
-              </Space>
-              <Card size="small" title="兑换" styles={{ body: { padding: 8 } }}>
-                <Space direction="vertical" style={{ width: '100%' }}>
+              <Space.Compact style={{ width: '100%' }}>
+                <Button size="small" disabled>并发</Button>
+                <InputNumber
+                  size="small"
+                  min={1}
+                  max={10}
+                  value={concurrency}
+                  onChange={(v) => setConcurrency(v || 1)}
+                  style={{ width: '100%' }}
+                />
+              </Space.Compact>
+
+              <div style={sectionStyle}>
+                <div style={sectionTitleStyle}>
+                  <QrcodeOutlined />
+                  <span>绑定与角色</span>
+                </div>
+                <div style={actionGridStyle}>
+                  {BIND_ACTION_KEYS.map((key) => renderActionButton(key))}
+                </div>
+              </div>
+
+              <div style={sectionStyle}>
+                <div style={sectionTitleStyle}>
+                  <SearchOutlined />
+                  <span>查询</span>
+                </div>
+                <Space direction="vertical" style={{ width: '100%' }} size={6}>
+                  {QUERY_ACTION_KEYS.map((key) => renderActionButton(key))}
+                </Space>
+              </div>
+
+              <div style={sectionStyle}>
+                <div style={sectionTitleStyle}>
+                  <ShoppingOutlined />
+                  <span>兑换</span>
+                </div>
+                <Space direction="vertical" style={{ width: '100%' }} size={6}>
                   <Select
-                    size="small" value={selectedGoodsId || undefined} onChange={setSelectedGoodsId}
+                    size="small"
+                    value={selectedGoodsId || undefined}
+                    onChange={setSelectedGoodsId}
                     options={goods.map((item) => ({ value: item.commodity_id, label: goodsLabel(item) }))}
-                    placeholder="选择兑换商品" showSearch optionFilterProp="label"
+                    placeholder="选择兑换商品"
+                    showSearch
+                    optionFilterProp="label"
                     style={{ width: '100%' }}
                   />
-                  <Space>
-                    <Button size="small" icon={<ReloadOutlined />} onClick={() => startTask('refresh_goods')} disabled={batchBusy || selectedIds.length === 0}>
-                      刷新商品
-                    </Button>
+                  <div style={actionGridStyle}>
+                    {renderActionButton('refresh_goods')}
+                    {renderActionButton('exchange_goods', 'primary')}
+                  </div>
+                </Space>
+              </div>
+
+              <div style={sectionStyle}>
+                <div style={sectionTitleStyle}>
+                  <CreditCardOutlined />
+                  <span>充值与送礼</span>
+                </div>
+                <Space direction="vertical" style={{ width: '100%' }} size={6}>
+                  <Space.Compact style={{ width: '100%' }}>
+                    <InputNumber
+                      size="small"
+                      min={1}
+                      value={goldAmount}
+                      onChange={(v) => setGoldAmount(v || 1)}
+                      style={{ width: '100%' }}
+                    />
                     <Button
                       size="small"
-                      type="primary"
-                      icon={<ShoppingOutlined />}
-                      onClick={() => startTask('exchange_goods')}
-                      disabled={batchBusy || selectedIds.length === 0 || !selectedGoodsId}
+                      icon={<CreditCardOutlined />}
+                      onClick={() => startTask('create_gold_qr')}
+                      disabled={actionDisabled('create_gold_qr')}
                     >
-                      兑换商品
-                    </Button>
-                  </Space>
-                </Space>
-              </Card>
-              <Card size="small" title="充值与送礼" styles={{ body: { padding: 8 } }}>
-                <Space direction="vertical" style={{ width: '100%' }}>
-                  <Space>
-                    <InputNumber size="small" min={1} value={goldAmount} onChange={(v) => setGoldAmount(v || 1)} style={{ width: 80 }} />
-                    <Button size="small" icon={<CreditCardOutlined />} onClick={() => startTask('create_gold_qr')} disabled={batchBusy || selectedIds.length === 0}>
                       充值鱼翅
                     </Button>
-                  </Space>
-                  <Space>
-                    <InputNumber size="small" min={1} value={giftCount} onChange={(v) => setGiftCount(v || 1)} style={{ width: 80 }} />
-                    <Button size="small" icon={<GiftOutlined />} onClick={() => startTask('donate_elite_gift')} disabled={batchBusy || selectedIds.length === 0}>
+                  </Space.Compact>
+                  <Space.Compact style={{ width: '100%' }}>
+                    <InputNumber
+                      size="small"
+                      min={1}
+                      value={giftCount}
+                      onChange={(v) => setGiftCount(v || 1)}
+                      style={{ width: '100%' }}
+                    />
+                    <Button
+                      size="small"
+                      icon={<GiftOutlined />}
+                      onClick={() => startTask('donate_elite_gift')}
+                      disabled={actionDisabled('donate_elite_gift')}
+                    >
                       赠送精英令
                     </Button>
-                  </Space>
+                  </Space.Compact>
                 </Space>
-              </Card>
+              </div>
+              <Text type="secondary" style={{ fontSize: 12 }}>
+                勾选账号后可批量执行；右键账号行可快速执行单账号动作。
+              </Text>
             </Space>
           </Card>
 
diff --git a/web/frontend/src/pages/HuyaTasksPage.tsx b/web/frontend/src/pages/HuyaTasksPage.tsx
index 7b4c252..8dc366f 100644
--- a/web/frontend/src/pages/HuyaTasksPage.tsx
+++ b/web/frontend/src/pages/HuyaTasksPage.tsx
@@ -50,6 +50,12 @@ const QUICK_ACTIONS = [
   { key: 'create_recharge_order', icon: <CreditCardOutlined /> },
 ];
 
+const BATCH_COMPATIBLE_TASK_TYPES = new Set(['confirm_bind', 'query_game_name']);
+
+function canRunDuringBatch(taskType: string): boolean {
+  return BATCH_COMPATIBLE_TASK_TYPES.has(taskType);
+}
+
 const STATUS_COLORS: Record<string, string> = {
   planned: 'default',
   pending: 'default',
@@ -106,6 +112,29 @@ const ACCOUNT_STATUS_COLORS: Record<string, string> = {
   recharge_order_created: 'processing',
 };
 
+const HUYA_WORKBENCH_ACCOUNT_IDS_KEY = 'huya_task_workbench_account_ids';
+
+function readWorkbenchAccountIds(): number[] {
+  try {
+    const raw = localStorage.getItem(HUYA_WORKBENCH_ACCOUNT_IDS_KEY);
+    if (!raw) return [];
+    const values = JSON.parse(raw);
+    if (!Array.isArray(values)) return [];
+    return Array.from(new Set(values.map((value) => Number(value)).filter((value) => Number.isInteger(value) && value > 0)));
+  } catch {
+    return [];
+  }
+}
+
+function saveWorkbenchAccountIds(ids: number[]) {
+  const normalized = Array.from(new Set(ids.filter((id) => Number.isInteger(id) && id > 0)));
+  if (normalized.length === 0) {
+    localStorage.removeItem(HUYA_WORKBENCH_ACCOUNT_IDS_KEY);
+    return;
+  }
+  localStorage.setItem(HUYA_WORKBENCH_ACCOUNT_IDS_KEY, JSON.stringify(normalized));
+}
+
 function accountLabel(account: HuyaAccountItem): string {
   const name = account.nickname || account.username || account.uid || `#${account.id}`;
   const tag = account.tag ? ` [${account.tag}]` : '';
@@ -155,29 +184,6 @@ function taskProductText(task: HuyaTaskItem | null | undefined): string {
   );
 }
 
-function isInteractiveTarget(target: EventTarget | null): boolean {
-  const element = target instanceof HTMLElement ? target : null;
-  if (!element) return false;
-  return Boolean(element.closest([
-    'a',
-    'button',
-    'input',
-    'textarea',
-    'select',
-    '[role="button"]',
-    '[role="menuitem"]',
-    '.ant-btn',
-    '.ant-checkbox',
-    '.ant-checkbox-wrapper',
-    '.ant-dropdown',
-    '.ant-dropdown-menu',
-    '.ant-input',
-    '.ant-picker',
-    '.ant-select',
-    '.ant-table-column-sorter',
-  ].join(',')));
-}
-
 function contextMenuPosition(x: number, y: number) {
   if (typeof window === 'undefined') return { left: x, top: y };
   return {
@@ -405,11 +411,15 @@ export default function HuyaTasksPage() {
         const nextPool = accountResult.value;
         const nextPoolById = new Map(nextPool.map((account) => [account.id, account]));
         setAccountPool(nextPool);
-        setAccounts((prev) => (
-          prev
-            .map((account) => nextPoolById.get(account.id))
-            .filter((account): account is HuyaAccountItem => Boolean(account))
-        ));
+        setAccounts((prev) => {
+          const persistedIds = readWorkbenchAccountIds();
+          const sourceIds = prev.length > 0 ? prev.map((account) => account.id) : persistedIds;
+          const nextAccounts = sourceIds
+            .map((id) => nextPoolById.get(id))
+            .filter((account): account is HuyaAccountItem => Boolean(account));
+          saveWorkbenchAccountIds(nextAccounts.map((account) => account.id));
+          return nextAccounts;
+        });
         setSelectedIds((prev) => prev.filter((id) => nextPoolById.has(id)));
       }
       if (taskResult.status === 'fulfilled') {
@@ -529,14 +539,6 @@ export default function HuyaTasksPage() {
     };
   }, [accountContextMenu]);
 
-  const toggleAccountSelection = useCallback((accountId: number) => {
-    setSelectedIds((prev) => (
-      prev.includes(accountId)
-        ? prev.filter((id) => id !== accountId)
-        : [...prev, accountId]
-    ));
-  }, []);
-
   const tagColorMap = useMemo(() => {
     const map: Record<string, string> = {};
     tags.forEach((tag, index) => {
@@ -644,6 +646,11 @@ export default function HuyaTasksPage() {
   }, [tasks]);
   const activeBatchId = runningTaskBatchId || (wsConnected ? batchId : null);
   const batchBusy = Boolean(activeBatchId);
+  const isTaskActionDisabled = useCallback((taskType: string, accountIds = selectedIds) => (
+    !canTask
+    || accountIds.length === 0
+    || ((batchBusy || wsConnected) && !canRunDuringBatch(taskType))
+  ), [batchBusy, canTask, selectedIds, wsConnected]);
 
   const sortedGoods = useMemo(() => {
     return [...goods].sort((a, b) => (
@@ -755,7 +762,7 @@ export default function HuyaTasksPage() {
       message.warning('请先选择虎牙 CK');
       return;
     }
-    if (activeBatchId) {
+    if ((activeBatchId || wsConnected) && !canRunDuringBatch(taskType)) {
       message.warning('当前已有虎牙批次在运行，请先停止或等待结束');
       return;
     }
@@ -860,6 +867,7 @@ export default function HuyaTasksPage() {
           if (account) nextAccounts.push(account);
         }
       });
+      saveWorkbenchAccountIds(nextAccounts.map((account) => account.id));
       return nextAccounts;
     });
     setSelectedIds(uniqueIds);
@@ -874,12 +882,17 @@ export default function HuyaTasksPage() {
       return;
     }
     const selected = new Set(selectedIds);
-    setAccounts((prev) => prev.filter((account) => !selected.has(account.id)));
+    setAccounts((prev) => {
+      const nextAccounts = prev.filter((account) => !selected.has(account.id));
+      saveWorkbenchAccountIds(nextAccounts.map((account) => account.id));
+      return nextAccounts;
+    });
     setSelectedIds([]);
     setAccountContextMenu(null);
   };
 
   const clearWorkbenchAccounts = () => {
+    saveWorkbenchAccountIds([]);
     setAccounts([]);
     setSelectedIds([]);
     setAccountContextMenu(null);
@@ -981,20 +994,12 @@ export default function HuyaTasksPage() {
     : '';
   const confirmQrBind = () => {
     if (!qrTask || !qrBindReady) return;
-    if (batchBusy) {
-      message.warning('当前已有虎牙批次在运行，请先停止或等待结束');
-      return;
-    }
     const accountId = qrTask.account_id;
     setQrTask(null);
     void startTask('confirm_bind', [accountId]);
   };
   const queryQrRole = () => {
     if (!qrTask) return;
-    if (batchBusy) {
-      message.warning('当前已有虎牙批次在运行，请先停止或等待结束');
-      return;
-    }
     const accountId = qrTask.account_id;
     void startTask('query_game_name', [accountId]);
   };
@@ -1134,14 +1139,7 @@ export default function HuyaTasksPage() {
     return value ? <Text code style={{ fontSize: 12 }}>{JSON.stringify(value)}</Text> : <Text type="secondary">-</Text>;
   };
 
-  const handleAccountRowClick = (record: HuyaAccountItem, event: ReactMouseEvent) => {
-    if (isInteractiveTarget(event.target)) return;
-    setAccountContextMenu(null);
-    toggleAccountSelection(record.id);
-  };
-
   const handleAccountRowContextMenu = (record: HuyaAccountItem, event: ReactMouseEvent) => {
-    if (isInteractiveTarget(event.target)) return;
     event.preventDefault();
     event.stopPropagation();
     const accountIds = selectedIds.includes(record.id) && selectedIds.length > 0 ? selectedIds : [record.id];
@@ -1282,7 +1280,7 @@ export default function HuyaTasksPage() {
             }}
             trigger={['click']}
           >
-            <Button size="small" icon={<MoreOutlined />} disabled={!canTask || batchBusy || wsConnected} />
+            <Button size="small" icon={<MoreOutlined />} disabled={!canTask} />
           </Dropdown>
         );
       },
@@ -1491,7 +1489,7 @@ export default function HuyaTasksPage() {
                 size="small"
                 block
                 icon={item.icon}
-                disabled={!canTask || batchBusy || wsConnected}
+                disabled={isTaskActionDisabled(item.key, accountContextMenu.accountIds)}
                 onClick={() => runContextAccountAction(item.key)}
                 style={{ justifyContent: 'flex-start' }}
               >
@@ -1585,10 +1583,9 @@ export default function HuyaTasksPage() {
                 }}
                 rowClassName={(record) => selectedIds.includes(record.id) ? 'ant-table-row-selected' : ''}
                 onRow={(record) => ({
-                  onClick: (event) => handleAccountRowClick(record, event),
                   onContextMenu: (event) => handleAccountRowContextMenu(record, event),
-                  style: { cursor: 'pointer' },
-                  title: '点击选中，右键打开账号动作',
+                  style: { cursor: 'context-menu' },
+                  title: '右键打开账号动作',
                 })}
               />
             </div>
@@ -1651,7 +1648,7 @@ export default function HuyaTasksPage() {
                   block
                   icon={<PlayCircleOutlined />}
                   loading={starting}
-                  disabled={!canTask || selectedIds.length === 0 || batchBusy || wsConnected}
+                  disabled={isTaskActionDisabled(selectedTaskType)}
                   onClick={() => startTask()}
                 >
                   创建任务
@@ -1664,7 +1661,7 @@ export default function HuyaTasksPage() {
                         <Button
                           icon={item.icon}
                           onClick={() => startTask(item.key)}
-                          disabled={!canTask || selectedIds.length === 0 || batchBusy || wsConnected}
+                          disabled={isTaskActionDisabled(item.key)}
                         >
                           {taskTypes[item.key] || item.key}
                         </Button>
@@ -1904,17 +1901,6 @@ export default function HuyaTasksPage() {
             scroll={{ x: 720, y: 360 }}
             locale={{ emptyText: '没有可导入账号' }}
             rowClassName={(record) => importSelectedIds.includes(record.id) ? 'ant-table-row-selected' : ''}
-            onRow={(record) => ({
-              onClick: (event) => {
-                if (isInteractiveTarget(event.target)) return;
-                setImportSelectedIds((prev) => (
-                  prev.includes(record.id)
-                    ? prev.filter((id) => id !== record.id)
-                    : [...prev, record.id]
-                ));
-              },
-              style: { cursor: 'pointer' },
-            })}
           />
         </Space>
       </Modal>