feat(任务判死): 心跳正常但 180 分钟无结果上报的二次判死线（13 模块）+ 同期待发改动

判死线（治 28131 型「主线程卡死、心跳线程照发」）：
- 判据改看 biz_task_scope_state.last_chunk_at（HTTP 心跳不刷新它）；从未上报跳过不判
- 中央线覆盖 DELETE_BRAND/PRODUCT_RISK_RESOLVE/PRICE_TRACK/SHOP_MATCH/PATROL_DELETE/QUERY_ASIN/WITHDRAW
- 自带线接入 COLLECT_DATA/SIMILAR_ASIN/APPEARANCE_PATENT/SHOP_DATA_CRAWL/PUBLISH/BRAND
- 客户端心跳带处理位置 progressText，判死文案含最后位置；no-result-upload-timeout-minutes 默认 180（0 关闭）

同期带上另一工作流的待发改动：跟价换 IP 重试、品牌检测重试上限与 LLM 并发下调、
教程包后台管理页与 V126 迁移、admin-vue 教程记录页。

admin-frontend-vue/e2e/records-tutorial.spec.ts

@@ -0,0 +1,79 @@
+import { expect, test, type Page } from '@playwright/test'
+
+// 教程管理页验收（module 记录与版本）：列表新增「版本号」列 + 上传时间列，
+// 默认按上传时间降序；版本号/上传时间表头可点击切换升降序；空版本历史行沉底。
+// 依赖 scripts/mock-admin-server.mjs 的教程包夹具（4 条，其中 1 条无版本号、1 条 09-01 历史行）。
+
+async function openTutorial(page: Page) {
+  await page.goto('/admin-vue/records/tutorial')
+  await expect(page.locator('.admin-topbar h1')).toHaveText('教程管理')
+  await expect(page.locator('.panel-box tbody tr').first()).toBeVisible()
+}
+
+const versionTexts = (page: Page) =>
+  page.locator('.panel-box tbody tr td:nth-child(3)').allTextContents()
+
+const fileTexts = (page: Page) =>
+  page.locator('.panel-box tbody tr td:nth-child(2) .file-name').allTextContents()
+
+test('test_tutorial_list_default_desc_by_upload_time', async ({ page }) => {
+  await openTutorial(page)
+
+  // 表头：版本号、上传时间（均带排序标记）
+  await expect(page.locator('.sort-version')).toHaveText(/版本号/)
+  await expect(page.locator('.sort-time')).toHaveText(/上传时间/)
+  // 默认排序状态：上传时间降序（▼），版本号未激活（▲▼）
+  await expect(page.locator('.sort-time .sort-mark')).toHaveText('▼')
+  await expect(page.locator('.sort-version .sort-mark')).toHaveText('▲▼')
+
+  // 默认按上传时间降序：09-14 → 09-12 → 09-10 → 09-01；空版本行沉底
+  expect(await versionTexts(page)).toEqual(['v3.10.0', 'v3.2.0', 'v3.1.0', '—'])
+  expect(await fileTexts(page)).toEqual([
+    '数富AI-教学客户端-v4.zip',
+    '数富AI-教学客户端-v3.zip',
+    '数富AI-教学客户端-v2.zip',
+    '数富AI-教学客户端.zip',
+  ])
+  // 当前生效 = 最新上传（夹具里 09-14 那条），不随列表排序变化
+  await expect(page.locator('.tag-active')).toHaveCount(1)
+  await expect(page.locator('.tag-active').locator('xpath=..')).toHaveText(/数富AI-教学客户端-v4\.zip/)
+})
+
+test('test_tutorial_sort_toggle_by_version_and_time', async ({ page }) => {
+  await openTutorial(page)
+
+  // 点「版本号」：首次为降序（v3.10.0 按自然序大于 v3.2.0），空版本行仍在末尾
+  await page.locator('.sort-version').click()
+  await expect(page.locator('.sort-version .sort-mark')).toHaveText('▼')
+  expect(await versionTexts(page)).toEqual(['v3.10.0', 'v3.2.0', 'v3.1.0', '—'])
+
+  // 再点一次切升序
+  await page.locator('.sort-version').click()
+  await expect(page.locator('.sort-version .sort-mark')).toHaveText('▲')
+  expect(await versionTexts(page)).toEqual(['v3.1.0', 'v3.2.0', 'v3.10.0', '—'])
+
+  // 点回「上传时间」：切换字段时回到降序默认
+  await page.locator('.sort-time').click()
+  await expect(page.locator('.sort-time .sort-mark')).toHaveText('▼')
+  await expect(page.locator('.sort-version .sort-mark')).toHaveText('▲▼')
+  expect(await fileTexts(page)).toEqual([
+    '数富AI-教学客户端-v4.zip',
+    '数富AI-教学客户端-v3.zip',
+    '数富AI-教学客户端-v2.zip',
+    '数富AI-教学客户端.zip',
+  ])
+})
+
+test('test_tutorial_upload_dialog_has_version_field', async ({ page }) => {
+  await openTutorial(page)
+
+  await page.getByRole('button', { name: '上传教程包' }).click()
+  const dialog = page.locator('.el-dialog')
+  await expect(dialog).toBeVisible()
+  await expect(dialog.locator('.el-form-item').first()).toContainText('版本号')
+  await expect(dialog.locator('input').first()).toHaveAttribute('maxlength', '64')
+
+  // 不选文件直接提交：提示仍以 zip 为必填（版本号可空）
+  await dialog.getByRole('button', { name: '上传教程包' }).click()
+  await expect(dialog.locator('.el-alert')).toContainText('请选择 zip 压缩包')
+})

admin-frontend-vue/scripts/mock-admin-server.mjs

@@ -142,6 +142,15 @@ function json(res, payload, status = 200) {
   res.end(body)
 }
 
+/* ===================== 教程包夹具（教程管理页：版本号列 + 上传时间排序验收用） ===================== */
+// 故意乱序给出，且含一条无版本号的历史行：页面默认应按上传时间降序、空版本行沉底。
+const TUTORIAL_PACKAGES = [
+  { id: 3, file_name: '数富AI-教学客户端-v3.zip', version: 'v3.2.0', object_key: 'tutorial/20260912090000-数富AI-教学客户端-v3.zip', file_size: 1048576, file_url: 'https://oss.aishufu.top/client/tutorial/t3.zip', created_at: '2026-09-12 09:00' },
+  { id: 1, file_name: '数富AI-教学客户端.zip', version: '', object_key: 'tutorial/数富AI-教学客户端.zip', file_size: 0, file_url: 'https://oss.aishufu.top/client/tutorial/legacy.zip', created_at: '2026-09-01 08:00' },
+  { id: 4, file_name: '数富AI-教学客户端-v4.zip', version: 'v3.10.0', object_key: 'tutorial/20260914103000-数富AI-教学客户端-v4.zip', file_size: 2097152, file_url: 'https://oss.aishufu.top/client/tutorial/t4.zip', created_at: '2026-09-14 10:30' },
+  { id: 2, file_name: '数富AI-教学客户端-v2.zip', version: 'v3.1.0', object_key: 'tutorial/20260910120000-数富AI-教学客户端-v2.zip', file_size: 524288, file_url: 'https://oss.aishufu.top/client/tutorial/t2.zip', created_at: '2026-09-10 12:00' },
+]
+
 /* ===================== 站内通知夹具（铃铛面板：搜索/按天分组/分页验收用） ===================== */
 const NOTIFICATIONS = [
   ...[6, 5, 4, 3, 2, 1].map((seq) => notif(seq, '2026-09-13', 22, seq, seq <= 3)),
@@ -243,6 +252,11 @@ const server = createServer((req, res) => {
   if (url === '/api/admin/notifications') {
     return json(res, notificationPage(new URL(req.url || '/', 'http://127.0.0.1').searchParams))
   }
+  if (url === '/api/admin/tutorials') {
+    // 与 Java 侧同契约：created_at 降序返回（页面"当前生效"取第一条）。
+    const items = [...TUTORIAL_PACKAGES].sort((a, b) => (a.created_at < b.created_at ? 1 : -1))
+    return json(res, { success: true, data: { items } })
+  }
   if (url.startsWith('/api/')) {
     return json(res, { success: true, data: { items: [], total: 0 } })
   }

admin-frontend-vue/src/pages/records/RecordsTutorialPage.vue

@@ -2,7 +2,8 @@
 import { formatDateTime } from '@/utils/datetime'
 /** 教程管理页：工具台首页「立即下载教程」的包体管理（上传新包 / 列表 / 下载 / 删除）。
  *  上传走浏览器直传 MinIO（presign → PUT 带进度 → confirm 落库），与软件版本管理页同一套链路；
- *  工具台始终下载"最新上传"的包（列表第一条即当前生效）。 */
+ *  上传时可填版本号（仅展示与排序用）；工具台始终下载"最新上传"的包（不随列表排序变化）。
+ *  列表默认按上传时间降序，「版本号」「上传时间」表头可点击切换升降序。 */
 import { computed, onMounted, ref, watch } from 'vue'
 import OldPagination from '@/components/OldPagination.vue'
 import { ElMessage } from 'element-plus'
@@ -22,12 +23,64 @@ const filteredItems = computed(() => {
 /** 全站分页统一：客户端分页（10/20/50/100）。 */
 const page = ref(1)
 const pageSize = ref(10)
-const pagedItems = computed(() => filteredItems.value.slice((page.value - 1) * pageSize.value, page.value * pageSize.value))
+
+/** 排序：默认按上传时间降序（最新上传在最前，与后端返回顺序一致）；点表头切换升降序。 */
+type SortKey = 'version' | 'createdAt'
+const sortKey = ref<SortKey>('createdAt')
+const sortAsc = ref(false)
+
+function toggleSort(key: SortKey) {
+  if (sortKey.value === key) {
+    sortAsc.value = !sortAsc.value
+  } else {
+    sortKey.value = key
+    sortAsc.value = false
+  }
+  page.value = 1
+}
+
+/** 排序标记：未激活 ▲▼，激活时只留方向箭头（比 ⇅/↕ 字形支持好，避免 Windows 缺字形显示方框）。 */
+function sortMark(key: SortKey): string {
+  if (sortKey.value !== key) return '▲▼'
+  return sortAsc.value ? '▲' : '▼'
+}
+
+function compareText(a: string, b: string): number {
+  return a.localeCompare(b, 'zh-Hans-CN', { numeric: true, sensitivity: 'base' })
+}
+
+const sortedItems = computed(() => {
+  const rows = [...filteredItems.value]
+  rows.sort((a, b) => {
+    // 版本号为空的历史行始终排在末尾，避免切换排序时"无版本"占满首页。
+    if (sortKey.value === 'version') {
+      const av = a.version
+      const bv = b.version
+      if (!av || !bv) {
+        if (!av && !bv) return 0
+        return av ? -1 : 1
+      }
+      const diff = compareText(av, bv)
+      return sortAsc.value ? diff : -diff
+    }
+    const at = a.createdAt
+    const bt = b.createdAt
+    if (!at || !bt) {
+      if (!at && !bt) return 0
+      return at ? -1 : 1
+    }
+    const diff = compareText(at, bt)
+    return sortAsc.value ? diff : -diff
+  })
+  return rows
+})
+
+const pagedItems = computed(() => sortedItems.value.slice((page.value - 1) * pageSize.value, page.value * pageSize.value))
 function changePage(p: number) { page.value = p }
 function changeSize(size: number) { pageSize.value = size; page.value = 1 }
-// 搜索导致数据收缩时回钳页码，避免停在空页。
+// 搜索/排序导致数据收缩时回钳页码，避免停在空页。
-watch(filteredItems, () => {
+watch(sortedItems, () => {
-  page.value = Math.min(page.value, Math.max(1, Math.ceil(filteredItems.value.length / pageSize.value)))
+  page.value = Math.min(page.value, Math.max(1, Math.ceil(sortedItems.value.length / pageSize.value)))
 })
 
 /** 当前生效包 = 列表第一条（工具台下发的就是它）。 */
@@ -80,6 +133,7 @@ async function removeOne(row: TutorialPackageItem) {
 const uploadVisible = ref(false)
 const uploading = ref(false)
 const uploadPercent = ref(0)
+const newVersion = ref('')
 const pickedFile = ref<File | null>(null)
 /** 弹窗内成功/失败文案留驻（对齐软件版本页交互）。 */
 const uploadMsg = ref('')
@@ -103,6 +157,7 @@ function onFileChange(file: File) {
 function openUpload() {
   uploadMsg.value = ''
   uploadMsgOk.value = false
+  newVersion.value = ''
   pickedFile.value = null
   uploadVisible.value = true
 }
@@ -126,12 +181,13 @@ async function submitUpload() {
   uploading.value = true
   try {
     // 浏览器直传 MinIO：presign → PUT（进度条）→ confirm 落库。
-    await uploadTutorialPackage(pickedFile.value, pickedFile.value.name, (p) => {
+    await uploadTutorialPackage(pickedFile.value, pickedFile.value.name, newVersion.value.trim(), (p) => {
       uploadPercent.value = p
       uploadMsg.value = p >= 100 ? '上传完成，正在登记教程包...' : `正在上传：${p}%`
     })
     uploadMsg.value = '上传成功，工具台「立即下载教程」已切换为该包'
     uploadMsgOk.value = true
+    newVersion.value = ''
     pickedFile.value = null
     uploadPercent.value = 0
     load()
@@ -165,8 +221,13 @@ onMounted(load)
                 <input type="checkbox" :checked="pagedItems.length > 0 && pagedItems.every((r) => selectedIds.has(r.id))" @change="toggleSelectAllPage" :disabled="!pagedItems.length" />
               </th>
               <th style="width: 260px">文件名</th>
+              <th style="width: 110px">
+                <button class="sort-th sort-version" type="button" @click="toggleSort('version')">版本号<span class="sort-mark">{{ sortMark('version') }}</span></button>
+              </th>
               <th style="width: 110px">大小</th>
-              <th style="width: 150px">上传时间</th>
+              <th style="width: 150px">
+                <button class="sort-th sort-time" type="button" @click="toggleSort('createdAt')">上传时间<span class="sort-mark">{{ sortMark('createdAt') }}</span></button>
+              </th>
               <th>下载链接</th>
               <th style="width: 170px">操作</th>
             </tr>
@@ -181,6 +242,10 @@ onMounted(load)
                   <span class="file-name" :title="row.fileName">{{ row.fileName }}</span>
                   <span v-if="row.id === activeId" class="tag-active">当前生效</span>
                 </td>
+                <td>
+                  <span v-if="row.version" class="version-cell" :title="row.version">{{ row.version }}</span>
+                  <span v-else class="dim">—</span>
+                </td>
                 <td>{{ formatFileSize(row.fileSize) }}</td>
                 <td>{{ formatDateTime(row.createdAt) }}</td>
                 <td>
@@ -195,10 +260,10 @@ onMounted(load)
               </tr>
             </template>
             <tr v-else-if="loading">
-              <td colspan="6" class="empty-tip">加载中...</td>
+              <td colspan="7" class="empty-tip">加载中...</td>
             </tr>
             <tr v-else>
-              <td colspan="6" class="empty-tip">{{ keyword ? '暂无匹配教程包' : '暂无教程包记录' }}</td>
+              <td colspan="7" class="empty-tip">{{ keyword ? '暂无匹配教程包' : '暂无教程包记录' }}</td>
             </tr>
           </tbody>
         </table>
@@ -209,6 +274,10 @@ onMounted(load)
     <el-dialog v-model="uploadVisible" title="上传教程包" width="520px">
       <p class="upload-desc">上传教程 ZIP 包后，工具台首页「立即下载教程」将以下载该包为准（以最新上传的为主）。</p>
       <el-form label-width="110px">
+        <el-form-item label="版本号">
+          <el-input v-model="newVersion" placeholder="例如：v2026.09 或留空" maxlength="64" />
+          <p class="zip-hint">仅作展示与排序用，可留空；不影响工具台按最新上传下载</p>
+        </el-form-item>
         <el-form-item label="ZIP 压缩包" required>
           <el-upload :auto-upload="false" :limit="1" accept=".zip" :on-change="(file: any) => onFileChange(file.raw)" :on-remove="() => (pickedFile = null)">
             <el-button>选择文件</el-button>
@@ -368,6 +437,46 @@ h3 {
   text-overflow: ellipsis;
   vertical-align: middle;
 }
+/* 表头排序：按钮铺满单元格，仅 hover 时加深字色，保持旧版表头观感。 */
+.sort-th {
+  display: inline-flex;
+  align-items: center;
+  gap: 4px;
+  width: 100%;
+  padding: 0;
+  border: 0;
+  background: none;
+  color: inherit;
+  font-family: inherit;
+  font-size: inherit;
+  font-weight: inherit;
+  letter-spacing: inherit;
+  text-align: left;
+  cursor: pointer;
+}
+.sort-th:hover {
+  color: #2f5d8b;
+}
+.sort-mark {
+  color: #8293a5;
+  font-size: 12px;
+}
+.sort-th:hover .sort-mark {
+  color: #5f85ad;
+}
+.sort-version {
+  width: 110px;
+}
+.sort-time {
+  width: 150px;
+}
+.version-cell {
+  display: inline-block;
+  max-width: 100%;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  vertical-align: middle;
+}
 .tag-active {
   display: inline-block;
   margin-left: 6px;

admin-frontend-vue/src/pages/records/tutorial-api.ts

@@ -22,11 +22,12 @@ export interface TutorialUploadTarget {
   objectKey: string
   uploadUrl: string
   fileUrl: string
+  version: string
 }
 
 /** 第一步：向后端申请直传 PUT 预签名地址（登录会话签发，3 分钟有效）。 */
-export async function requestTutorialPresign(fileName: string): Promise<TutorialUploadTarget> {
+export async function requestTutorialPresign(fileName: string, version = ''): Promise<TutorialUploadTarget> {
-  const { data } = await http.post<unknown>(TUTORIAL_PRESIGN_ENDPOINT, null, { params: { file_name: fileName } })
+  const { data } = await http.post<unknown>(TUTORIAL_PRESIGN_ENDPOINT, null, { params: { file_name: fileName, version } })
   const core = (unwrap(data) ?? {}) as Record<string, unknown>
   const uploadUrl = typeof core.upload_url === 'string' ? core.upload_url : ''
   const objectKey = typeof core.object_key === 'string' ? core.object_key : ''
@@ -37,13 +38,14 @@ export async function requestTutorialPresign(fileName: string): Promise<Tutorial
     objectKey,
     uploadUrl,
     fileUrl: typeof core.file_url === 'string' ? core.file_url : '',
+    version: typeof core.version === 'string' ? core.version : version.trim(),
   }
 }
 
 /** 第三步：直传完成后通知后端校验对象并写入记录（data.item 为新记录行）。 */
-export async function confirmTutorialPackage(objectKey: string, fileName: string): Promise<TutorialPackageItem | null> {
+export async function confirmTutorialPackage(objectKey: string, fileName: string, version = ''): Promise<TutorialPackageItem | null> {
   const { data } = await http.post<unknown>(TUTORIAL_CONFIRM_ENDPOINT, null, {
-    params: { object_key: objectKey, file_name: fileName },
+    params: { object_key: objectKey, file_name: fileName, version },
   })
   return parseTutorialPackageUpload(data)
 }
@@ -63,9 +65,10 @@ export async function deleteTutorialPackages(ids: number[]): Promise<number> {
 export async function uploadTutorialPackage(
   file: Blob,
   fileName: string,
+  version = '',
   onProgress?: (percent: number) => void,
 ): Promise<TutorialPackageItem | null> {
-  const target = await requestTutorialPresign(fileName)
+  const target = await requestTutorialPresign(fileName, version)
   await directPut.put(target.uploadUrl, file, {
     headers: { 'Content-Type': 'application/octet-stream' },
     onUploadProgress: (event) => {
@@ -74,5 +77,5 @@ export async function uploadTutorialPackage(
       onProgress(total > 0 ? Math.min(Math.round((event.loaded / total) * 100), 100) : 0)
     },
   })
-  return confirmTutorialPackage(target.objectKey, fileName)
+  return confirmTutorialPackage(target.objectKey, fileName, target.version)
 }

admin-frontend-vue/src/pages/records/tutorial-dto.ts

@@ -4,6 +4,8 @@
 export interface TutorialPackageItem {
   id: number
   fileName: string
+  /** 版本号（上传时填写，V126 之前的历史行为空串） */
+  version: string
   objectKey: string
   fileSize: number
   fileUrl: string

admin-frontend-vue/src/pages/records/tutorial-model.ts

@@ -19,6 +19,7 @@ export function toTutorialPackageItem(raw: unknown): TutorialPackageItem | null
   return {
     id,
     fileName: text(r.file_name ?? r.fileName),
+    version: text(r.version),
     objectKey: text(r.object_key ?? r.objectKey),
     fileSize: numberOrNull(r.file_size ?? r.fileSize) ?? 0,
     fileUrl: text(r.file_url ?? r.fileUrl),

admin-frontend-vue/tests/align-tutorial.test.ts

@@ -14,16 +14,23 @@ test('align_tutorial_page_registered', () => {
 
 test('align_tutorial_page_wiring', () => {
   const page = readSource('src/pages/records/RecordsTutorialPage.vue')
-  // 上传入口：选择 zip → 直传（进度条）→ 成功提示留驻弹窗。
+  // 上传入口：版本号（可空）→ 选择 zip → 直传（进度条）→ 成功提示留驻弹窗。
   assert.match(page, /上传教程包/, '存在上传入口按钮')
   assert.match(page, /uploadTutorialPackage/, '上传走教程包直传链路')
+  assert.match(page, /label="版本号"/, '上传弹窗提供版本号输入')
+  assert.match(page, /newVersion\.value\.trim\(\)/, '版本号去空白后随上传提交')
   assert.match(page, /请选择 zip 压缩包/, '未选文件时提示')
   assert.match(page, /仅支持 \.zip 格式/, '格式校验提示')
   assert.match(page, /上传成功，工具台「立即下载教程」已切换为该包/, '成功提示说明生效位置')
   assert.match(page, /上传完成，正在登记教程包/, '进度文案')
-  // 列表：当前生效标记 + 下载 + 删除 + 空态。
+  // 列表：版本号列 + 上传时间列 + 当前生效标记 + 下载 + 删除 + 空态。
   assert.match(page, /当前生效/, '最新上传的包标记当前生效')
   assert.match(page, /formatFileSize/, '展示包体大小')
+  assert.match(page, /row\.version/, '展示版本号列')
+  assert.match(page, /toggleSort\('version'\)/, '版本号表头可点击排序')
+  assert.match(page, /toggleSort\('createdAt'\)/, '上传时间表头可点击排序')
+  assert.match(page, /const sortKey = ref<SortKey>\('createdAt'\)/, '默认排序字段为上传时间')
+  assert.match(page, /const sortAsc = ref\(false\)/, '默认降序')
   assert.match(page, /下载/, '操作列提供下载')
   assert.match(page, /<a v-if="row\.fileUrl" class="btn btn-sm dl-btn"[^>]*download/, '下载链接带 download 强制下载')
   assert.match(page, /确认删除选中的/, '批量删除二次确认')
@@ -37,7 +44,8 @@ test('align_tutorial_api_contract', () => {
   assert.match(api, /\$\{TUTORIAL_UPLOAD_ENDPOINT\}\/presign/, '直传预签名端点')
   assert.match(api, /\$\{TUTORIAL_UPLOAD_ENDPOINT\}\/confirm/, '确认端点')
   assert.match(api, /\$\{TUTORIAL_UPLOAD_ENDPOINT\}\/delete/, '删除端点')
-  assert.match(api, /params: \{ object_key: objectKey, file_name: fileName \}/, '确认回传对象 key 与文件名')
+  assert.match(api, /params: \{ file_name: fileName, version \}/, '预签名回传文件名与版本号')
+  assert.match(api, /params: \{ object_key: objectKey, file_name: fileName, version \}/, '确认回传对象 key、文件名与版本号')
   assert.match(api, /withCredentials: false/, '直传实例不挂会话拦截器')
 })
 
@@ -46,4 +54,5 @@ test('align_tutorial_model_parsers', () => {
   assert.match(model, /r\.file_name \?\? r\.fileName/, '兼容 snake/camel 文件名')
   assert.match(model, /r\.file_url \?\? r\.fileUrl/, '兼容 snake/camel 下载链接')
   assert.match(model, /r\.file_size \?\? r\.fileSize/, '兼容 snake/camel 文件大小')
+  assert.match(model, /version: text\(r\.version\)/, '解析版本号（缺失为空串，兼容历史行）')
 })

backend-java/src/main/java/com/nanri/aiimage/config/AppearancePatentProperties.java

@@ -30,15 +30,24 @@ public class AppearancePatentProperties {
     private int llmFirstAttemptReadTimeoutMillis = 60000;
     private int llmBatchSize = 10;
     /**
-     * 批内行级并发数，默认等于批量大小
+     * 批内行级并发数。批次串行提交，每行串行发 2 个 LLM 请求，
+     * 故该值≈单任务对 LLM 网关的瞬时并发；默认与品牌检测同为 5，避免多任务并行时成倍放大。
      */
-    private int llmRowConcurrency = 10;
+    private int llmRowConcurrency = 5;
     /**
      * 每行每个 LLM 请求的重试次数（含首次）
      */
     private int llmRetryTimes = 3;
     private int staleTimeoutMinutes = 30;
     private String staleFinalizeCron = "0 */2 * * * *";
+
+    /**
+     * 二次判死线（心跳正常但连续 N 分钟无结果分片上报）阈值，分钟；<=0 关闭本线。
+     * 既有判定以 Redis heartbeat stale 为主信号，但心跳随 Python HTTP 心跳每分钟刷新——
+     * 主线程卡死时心跳线程照发，任务永远不 stale（与生产 28131 同型缺口）。
+     * 本线改看 biz_task_scope_state.last_chunk_at（仅分片上传时刷新）。
+     */
+    private int noResultUploadTimeoutMinutes = 180;
     /**
      * 末尾不足一批的数据等待该时长后强制提交检测。
      * Python 回传超时后会直接封口；这个配置处理 Python 慢回传但仍未超时的零头批次。

backend-java/src/main/java/com/nanri/aiimage/config/BrandCheckProperties.java

@@ -10,10 +10,19 @@ public class BrandCheckProperties {
     private String path = "/brand_check";
     private String token = "";
     private String defaultStrategy = "Terms";
-    /** 单品牌商标查询的重试次数（含首次），连续失败超过该次数才判定为查询失败。 */
+    /**
-    private int retryTimes = 3;
+     * 单品牌商标查询的重试次数（含首次），连续失败超过该次数才判定为查询失败。
-    /** 每次查询失败后到下一次重试前的等待毫秒数。 */
+     * 原为 3：16890 偶发限流几秒内即恢复，3 次（前两次间隔各 1s）恢复不了就把结论
+     * 写成「查询失败」，对客户是硬伤；2026-09-14 与客户端品牌一致提到 10 次。
+     */
+    private int retryTimes = 10;
+    /** 每次查询失败后到下一次重试前的等待毫秒数（基准值，按重试轮次递增）。 */
     private int retryIntervalMillis = 1000;
+    /**
+     * 单次重试等待的上限毫秒数。等待按 retryIntervalMillis × 第几次重试 递增后封顶，
+     * 10 次尝试合计约 45s，既能覆盖限流窗口又不会让单个品牌长时间占住查询线程。
+     */
+    private int retryMaxIntervalMillis = 10000;
     private int connectTimeoutMillis = 10000;
     private int readTimeoutMillis = 60000;
 }

backend-java/src/main/java/com/nanri/aiimage/config/BrandProgressProperties.java

@@ -10,4 +10,11 @@ public class BrandProgressProperties {
     private long failedTtlHours = 2;
     private long heartbeatTimeoutMinutes = 15;
     private String staleCheckCron = "0 */2 * * * *";
+
+    /**
+     * 二次判死线（心跳正常但连续 N 分钟无结果上报）阈值，分钟；<=0 关闭本线。
+     * 既有心跳线以 updated_at/last_heartbeat_at 陈旧为判据，而前端心跳会持续刷新它们——
+     * 主线程卡死时心跳线程照发，任务永远命不中。本线改看结果上报时写入的 last_result_at。
+     */
+    private long noResultUploadTimeoutMinutes = 180;
 }

backend-java/src/main/java/com/nanri/aiimage/config/DeleteBrandProgressProperties.java

@@ -45,6 +45,19 @@ public class DeleteBrandProgressProperties {
      */
     private long withdrawStaleTimeoutMinutes = 30;
 
+    /**
+     * 「心跳正常但连续 N 分钟无结果分片上报」的二次判死阈值（分钟），默认 3 小时。
+     *
+     * <p>既有各模块心跳线的候选条件是 updated_at 陈旧，而客户端心跳会持续刷新 updated_at——
+     * 主线程卡死时心跳线程照发，任务永远命不中（生产 28131 卡死 12h+ 仍 RUNNING）。
+     * 本线改用 biz_task_scope_state.last_chunk_at（只随结果分片上报刷新）作判据，
+     * 从未上报（无 scope 行或全 NULL）的任务跳过，避免误杀首批较慢的正常任务。
+     */
+    private long noResultUploadTimeoutMinutes = 180;
+
+    /** 二次判死线开关：false = 整段不扫描（观察期与回滚用，改环境变量即生效）。 */
+    private boolean noResultUploadCheckEnabled = true;
+
     /**
      * 组装结果文件时允许缺失的最大分片数：缺失不超过该值时降级组装（缺失行状态写"未回传"），
      * 保证任务不因少量分片丢失整体白跑；超出时任务失败，但仍会在重试耗尽后尝试

backend-java/src/main/java/com/nanri/aiimage/config/SimilarAsinProperties.java

@@ -23,6 +23,14 @@ public class SimilarAsinProperties {
     private int staleTimeoutMinutes = 30;
     private String staleFinalizeCron = "0 */2 * * * *";
 
+    /**
+     * 二次判死线（心跳正常但连续 N 分钟无结果分片上报）阈值，分钟；<=0 关闭本线。
+     * 既有判定以 Redis heartbeat stale 为主信号，但心跳随 Python HTTP 心跳每分钟刷新——
+     * 主线程卡死时心跳线程照发，任务永远不 stale（与生产 28131 同型缺口）。
+     * 本线改看 biz_task_scope_state.last_chunk_at（仅分片上传时刷新）。
+     */
+    private int noResultUploadTimeoutMinutes = 180;
+
     /**
      * 末尾零头 batch 的强制 flush 阈值（分钟）：当不足 llmBatchSize 的零头 row
      * 长时间挂着（Python 慢回传）时触发提交。

backend-java/src/main/java/com/nanri/aiimage/modules/appearancepatent/service/AppearancePatentTaskService.java

@@ -40,6 +40,7 @@ import com.nanri.aiimage.modules.task.mapper.FileResultMapper;
 import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskChunkMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.entity.FileResultEntity;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
 import com.nanri.aiimage.modules.task.model.entity.TaskFileJobEntity;
@@ -82,6 +83,7 @@ import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.LinkedHashMap;
 import java.util.LinkedHashSet;
+import java.util.HashMap;
 import java.util.List;
 import java.util.Locale;
 import java.util.Map;
@@ -601,6 +603,7 @@ public class AppearancePatentTaskService {
                 }
             }
         }
+        finalizeNoUploadStaleTasks();
     }
 
     public void debugFinalizeStaleTask(Long taskId) {
@@ -661,6 +664,64 @@ public class AppearancePatentTaskService {
         return updatedMillis <= thresholdMillis;
     }
 
+    /**
+     * 二次判死：Python 心跳正常（Redis heartbeat 新鲜）但连续 N 分钟无结果分片上报。
+     *
+     * <p>既有判定以 Redis heartbeat 为 stale 主信号（P1-7），但该心跳随 Python 的 HTTP 心跳
+     * 每分钟刷新——主线程卡死时心跳线程照发，任务永远不 stale（与生产 28131 同型缺口）。
+     * 本线改看 biz_task_scope_state.last_chunk_at（仅在 persistSubmittedChunk 上传分片时刷新），
+     * 命中后走既有 finalizeStaleTask（封口上传 + LLM 收尾，不粗暴杀任务）。
+     * 从未上报（无 scope 行或全 NULL）的任务跳过，避免误杀首批较慢的正常任务。
+     */
+    private void finalizeNoUploadStaleTasks() {
+        long minutes = properties.getNoResultUploadTimeoutMinutes();
+        if (minutes <= 0) {
+            return;
+        }
+        List<FileTaskEntity> tasks = listStaleFinalizeCandidates();
+        if (tasks.isEmpty()) {
+            return;
+        }
+        LocalDateTime cutoff = LocalDateTime.now().minusMinutes(minutes);
+        long heartbeatThresholdMillis = LocalDateTime.now()
+                .minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()))
+                .atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
+        Map<Long, LocalDateTime> lastResultAtByTaskId = new HashMap<>();
+        for (TaskScopeLastChunkDto dto : taskScopeStateMapper.selectLastChunkAtByTaskIds(
+                tasks.stream().map(FileTaskEntity::getId).toList())) {
+            if (dto.taskId() != null && dto.lastChunkAt() != null) {
+                lastResultAtByTaskId.put(dto.taskId(), dto.lastChunkAt());
+            }
+        }
+        for (FileTaskEntity task : tasks) {
+            if (isHeartbeatStale(task, heartbeatThresholdMillis)) {
+                // 心跳已 stale：归既有心跳线处理
+                continue;
+            }
+            LocalDateTime lastResultAt = lastResultAtByTaskId.get(task.getId());
+            if (lastResultAt == null || lastResultAt.isAfter(cutoff)) {
+                continue;
+            }
+            TaskDistributedLockService.LockHandle lockHandle = acquireTaskLock(task.getId(), 0L);
+            if (lockHandle == null) {
+                continue;
+            }
+            try (lockHandle) {
+                log.warn("[appearance-patent] 心跳正常但 {} 分钟无结果分片上报，按卡死收尾 taskId={} lastResultAt={}",
+                        minutes, task.getId(), lastResultAt);
+                String error = "Python heartbeat alive but no result chunk uploaded for " + minutes + " minutes";
+                if (transactionManager != null) {
+                    inNewTransaction(() -> {
+                        finalizeStaleTask(task.getId(), error);
+                        return null;
+                    });
+                } else {
+                    finalizeStaleTask(task.getId(), error);
+                }
+            }
+        }
+    }
+
     /**
      * /result 提交的纯计算阶段（无事务注解）：读任务 + 校验归属 + 分组展开 +
      * 序列化 + payload 存储 + 哈希预计算，全部在事务开始前完成。

backend-java/src/main/java/com/nanri/aiimage/modules/brand/client/BrandCheckClient.java

@@ -121,9 +121,10 @@ public class BrandCheckClient {
                 lastFailure = ex;
                 response = null;
                 if (attempt < attempts) {
-                    log.warn("[brand-check] 请求异常将重试 brand={} attempt={}/{} err={}",
+                    long retryDelayMillis = retryDelayMillis(attempt);
-                            brand, attempt, attempts, ex.getMessage());
+                    log.warn("[brand-check] 请求异常将重试 brand={} attempt={}/{} 等待={}ms err={}",
-                    sleepBeforeRetry();
+                            brand, attempt, attempts, retryDelayMillis, ex.getMessage());
+                    sleepBeforeRetry(retryDelayMillis);
                 }
                 continue;
             }
@@ -132,9 +133,10 @@ public class BrandCheckClient {
                 return new BrandCheckOutcome(nullToEmpty(response.getFaildData()), List.of());
             }
             if (attempt < attempts) {
-                log.warn("[brand-check] 服务端返回查询失败将重试 brand={} attempt={}/{}",
+                long retryDelayMillis = retryDelayMillis(attempt);
-                        brand, attempt, attempts);
+                log.warn("[brand-check] 服务端返回查询失败将重试 brand={} attempt={}/{} 等待={}ms",
-                sleepBeforeRetry();
+                        brand, attempt, attempts, retryDelayMillis);
+                sleepBeforeRetry(retryDelayMillis);
             }
         }
         log.warn("[brand-check] 重试耗尽判定查询失败 brand={} attempts={} lastErr={}",
@@ -144,8 +146,18 @@ public class BrandCheckClient {
                 response == null ? List.of(brand) : nullToEmpty(response.getQueryFaildData()));
     }
 
-    private void sleepBeforeRetry() {
+    /**
-        long delayMillis = Math.max(0L, properties.getRetryIntervalMillis());
+     * 第 attempt 次重试前的等待毫秒数：按基准间隔随轮次递增后封顶。
+     * 限流窗口通常只有几秒，固定 1s 间隔反复打过去救不回来；递增等待能覆盖窗口，
+     * 封顶则保证单个品牌不会长时间占住查询线程（并发度只有 3）。
+     */
+    private long retryDelayMillis(int attempt) {
+        long base = Math.max(0L, properties.getRetryIntervalMillis());
+        long cap = Math.max(base, properties.getRetryMaxIntervalMillis());
+        return Math.min(base * Math.max(1, attempt), cap);
+    }
+
+    private void sleepBeforeRetry(long delayMillis) {
         if (delayMillis <= 0L) {
             return;
         }

backend-java/src/main/java/com/nanri/aiimage/modules/brand/service/BrandTaskProgressCacheService.java

@@ -60,6 +60,8 @@ public class BrandTaskProgressCacheService {
         values.put("finished_files", String.valueOf(Math.max(finishedFiles, 0)));
         values.put("updated_at", now);
         values.put("last_heartbeat_at", now);
+        // 结果上报专属信号（二次判死线用）：心跳/touchHeartbeat 不写它，只有结果回传才刷新
+        values.put("last_result_at", now);
         try {
             stringRedisTemplate.opsForHash().putAll(key, values);
             stringRedisTemplate.expire(key, ttl());

backend-java/src/main/java/com/nanri/aiimage/modules/brand/service/BrandTaskService.java

@@ -1537,9 +1537,58 @@ public class BrandTaskService {
             failStaleRunningTask(task.getId(), "前端长时间无响应，任务已自动失败");
             }
         }
+        failNoUploadStaleRunningTasks();
     }
     }
 
+    /**
+     * 二次判死：前端心跳正常但连续 N 分钟无结果上报（治「心跳续命」的假活任务）。
+     *
+     * <p>既有心跳线候选条件是 updated_at/last_heartbeat_at 陈旧，而前端心跳会持续刷新它们——
+     * 主线程卡死时心跳线程照发，任务永远命不中（与生产 28131 同型缺口）。
+     * 本线候选取「心跳新鲜 + 创建超过 N 分钟」，判据用结果上报时写入 progress hash 的
+     * last_result_at（仅 saveProgressFromResult 写）；从未上报（无该字段）跳过，避免误杀首批较慢的正常任务。
+     */
+    private void failNoUploadStaleRunningTasks() {
+        long minutes = brandProgressProperties.getNoResultUploadTimeoutMinutes();
+        if (minutes <= 0) {
+            return;
+        }
+        LocalDateTime heartbeatThreshold = LocalDateTime.now()
+                .minusMinutes(brandProgressProperties.getHeartbeatTimeoutMinutes());
+        LocalDateTime cutoff = LocalDateTime.now().minusMinutes(minutes);
+        List<BrandCrawlTaskEntity> runningTasks = brandCrawlTaskMapper.selectList(new LambdaQueryWrapper<BrandCrawlTaskEntity>()
+                .eq(BrandCrawlTaskEntity::getStatus, STATUS_RUNNING)
+                .ge(BrandCrawlTaskEntity::getUpdatedAt, heartbeatThreshold)
+                .lt(BrandCrawlTaskEntity::getCreatedAt, cutoff));
+        for (BrandCrawlTaskEntity task : runningTasks) {
+            TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(task.getId(), 0L);
+            if (taskLockHandle == null) {
+                continue;
+            }
+            try (taskLockHandle) {
+                Map<Object, Object> progress = brandTaskProgressCacheService.getProgress(task.getId());
+                long lastResultAt = 0L;
+                try {
+                    lastResultAt = Long.parseLong(String.valueOf(progress.getOrDefault("last_result_at", "0")));
+                } catch (Exception ignored) {
+                }
+                if (lastResultAt <= 0L) {
+                    // 从未上报结果：保守跳过（首批可能较慢）
+                    continue;
+                }
+                LocalDateTime lastResult = LocalDateTime.ofInstant(Instant.ofEpochMilli(lastResultAt), ZoneId.systemDefault());
+                if (lastResult.isAfter(cutoff)) {
+                    continue;
+                }
+                log.warn("[brand-stale-check] no-upload failing taskId={} lastResultAt={} timeoutMinutes={}",
+                        task.getId(), lastResult, minutes);
+                failStaleRunningTask(task.getId(),
+                        "连续 " + minutes + " 分钟无结果回传，疑似客户端任务卡死，任务已自动失败（最后结果上报 " + lastResult + "）");
+            }
+        }
+    }
+
     private TaskDistributedLockService.LockHandle acquireTaskLock(Long taskId, long waitMillis) {
         TaskDistributedLockService.LockHandle lockHandle = taskDistributedLockService.acquire(MODULE_TYPE, taskId, waitMillis);
         if (lockHandle == null) {

backend-java/src/main/java/com/nanri/aiimage/modules/collectdata/service/CollectDataService.java

@@ -51,6 +51,7 @@ import com.nanri.aiimage.modules.task.mapper.TaskChunkMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskResultItemMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
 import com.nanri.aiimage.modules.task.model.dto.TaskHeartbeatRequest;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.entity.FileResultEntity;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
 import com.nanri.aiimage.modules.task.model.entity.TaskChunkEntity;
@@ -179,6 +180,10 @@ public class CollectDataService {
     @Value("${aiimage.collect-data.stale-timeout-minutes:30}")
     private long staleTimeoutMinutes;
 
+    /** 二次判死线（心跳正常但连续 N 分钟无结果分片上报）阈值，分钟；<=0 关闭本线。 */
+    @Value("${aiimage.collect-data.no-result-upload-timeout-minutes:180}")
+    private long noResultUploadTimeoutMinutes;
+
     @Value("${aiimage.collect-data.max-source-file-bytes:0}")
     private Long maxSourceFileBytes;
 
@@ -526,6 +531,7 @@ public class CollectDataService {
             for (FileTaskEntity task : tasks) {
                 finalizeStaleTask(task.getId(), threshold, timeoutMinutes);
             }
+            finalizeNoUploadStaleTasks(threshold);
         }
     }
 
@@ -565,6 +571,86 @@ public class CollectDataService {
         }
     }
 
+    /**
+     * 二次判死：心跳正常但连续 N 分钟无结果分片上报（治「心跳续命」的假活任务）。
+     *
+     * <p>既有心跳线候选条件是 updated_at 陈旧，而客户端心跳会持续刷新 updated_at——
+     * 主线程卡死（浏览器自动化等待/异常）时心跳线程照发，任务永远命不中。
+     * 本线候选取「心跳新鲜（既有线放过）+ 创建超过 N 分钟」，判据用
+     * biz_task_scope_state.last_chunk_at（只随结果分片上报刷新）；
+     * 从未上报（无 scope 行或全 NULL）的任务跳过，避免误杀首批较慢的正常任务。
+     */
+    private void finalizeNoUploadStaleTasks(LocalDateTime heartbeatThreshold) {
+        long minutes = noResultUploadTimeoutMinutes;
+        if (minutes <= 0) {
+            return;
+        }
+        LocalDateTime cutoff = LocalDateTime.now().minusMinutes(minutes);
+        List<FileTaskEntity> candidates = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
+                .eq(FileTaskEntity::getModuleType, MODULE_TYPE)
+                .eq(FileTaskEntity::getStatus, STATUS_RUNNING)
+                .ge(FileTaskEntity::getUpdatedAt, heartbeatThreshold)
+                .lt(FileTaskEntity::getCreatedAt, cutoff)
+                .orderByAsc(FileTaskEntity::getCreatedAt)
+                .last("limit 200"));
+        if (candidates.isEmpty()) {
+            return;
+        }
+        Map<Long, LocalDateTime> lastResultAtByTaskId = new HashMap<>();
+        for (TaskScopeLastChunkDto dto : taskScopeStateMapper.selectLastChunkAtByTaskIds(
+                candidates.stream().map(FileTaskEntity::getId).toList())) {
+            if (dto.taskId() != null && dto.lastChunkAt() != null) {
+                lastResultAtByTaskId.put(dto.taskId(), dto.lastChunkAt());
+            }
+        }
+        for (FileTaskEntity task : candidates) {
+            LocalDateTime lastResultAt = lastResultAtByTaskId.get(task.getId());
+            if (lastResultAt == null || lastResultAt.isAfter(cutoff)) {
+                continue;
+            }
+            finalizeNoUploadStaleTask(task.getId(), lastResultAt, minutes);
+        }
+    }
+
+    /** 单个任务的二次判死收尾：锁内复查心跳后，有分片→组装部分工作簿；无分片→标失败。 */
+    private void finalizeNoUploadStaleTask(Long taskId, LocalDateTime lastResultAt, long minutes) {
+        try (TaskDistributedLockService.LockHandle lock =
+                     taskDistributedLockService.acquire(MODULE_TYPE, taskId, 0L)) {
+            if (lock == null) {
+                return;
+            }
+            FileTaskEntity task = fileTaskMapper.selectById(taskId);
+            LocalDateTime heartbeatFreshAfter = LocalDateTime.now().minusMinutes(Math.max(1L, staleTimeoutMinutes));
+            if (task == null
+                    || !MODULE_TYPE.equals(task.getModuleType())
+                    || !STATUS_RUNNING.equals(task.getStatus())
+                    || task.getUpdatedAt() == null
+                    || task.getUpdatedAt().isBefore(heartbeatFreshAfter)) {
+                // 已终态、或心跳在排队期间回落到陈旧（交回既有心跳线处理）
+                return;
+            }
+            if (taskFileJobService.countUnfinishedAssembleJobs(taskId, MODULE_TYPE) > 0L) {
+                return;
+            }
+            FileResultEntity result = ensureTaskResult(task);
+            CollectDataStats stats = loadStats(task);
+            if (hasReceivedChunks(taskId)) {
+                enqueueFinalWorkbook(task, result, stats);
+                log.warn("[collect-data] no-upload stale task enqueued partial workbook taskId={} lastResultAt={} timeoutMinutes={} finalRows={}",
+                        taskId, lastResultAt, minutes, stats.finalRowCount);
+                return;
+            }
+            markTaskFailed(task, result,
+                    "连续 " + minutes + " 分钟无结果回传，疑似客户端任务卡死，任务已自动失败（最后结果上报 " + lastResultAt + "）",
+                    stats);
+            log.warn("[collect-data] no-upload stale task failed without chunks taskId={} lastResultAt={} timeoutMinutes={}",
+                    taskId, lastResultAt, minutes);
+        } catch (Exception ex) {
+            log.warn("[collect-data] no-upload stale task finalization failed taskId={} msg={}",
+                    taskId, ex.getMessage(), ex);
+        }
+    }
+
     public CollectDataDashboardVo dashboard(Long userId) {
         CollectDataDashboardVo vo = new CollectDataDashboardVo();
         vo.setPendingTaskCount(countActiveTasks(userId));

backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandStaleTaskService.java

@@ -21,9 +21,12 @@ import com.nanri.aiimage.modules.shopmatch.service.ShopMatchTaskService;
 import com.nanri.aiimage.modules.withdraw.service.WithdrawTaskCacheService;
 import com.nanri.aiimage.modules.withdraw.service.WithdrawTaskService;
 import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
+import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
 import com.nanri.aiimage.modules.task.service.TaskDistributedLockService;
 import com.nanri.aiimage.modules.task.service.TaskFileJobService;
+import com.nanri.aiimage.modules.task.service.TaskHeartbeatPositionService;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Value;
@@ -55,6 +58,10 @@ public class DeleteBrandStaleTaskService {
     private static final String MODULE_TYPE_PATROL_DELETE = "PATROL_DELETE";
     private static final String MODULE_TYPE_QUERY_ASIN = "QUERY_ASIN";
     private static final String MODULE_TYPE_WITHDRAW = "WITHDRAW";
+    /** 二次判死线（心跳正常但无结果上报）覆盖的模块：走结果分片上报表、last_chunk_at 有效的模块。 */
+    private static final List<String> NO_RESULT_UPLOAD_CHECKED_MODULES = List.of(
+            MODULE_TYPE_DELETE_BRAND, MODULE_TYPE_PRODUCT_RISK, MODULE_TYPE_PRICE_TRACK,
+            MODULE_TYPE_SHOP_MATCH, MODULE_TYPE_PATROL_DELETE, MODULE_TYPE_QUERY_ASIN, MODULE_TYPE_WITHDRAW);
     private static final Duration STALE_CHECK_LOCK_TTL = Duration.ofMinutes(10);
     private static final Duration FINALIZE_CHECK_LOCK_TTL = Duration.ofMinutes(10);
     private static final Duration TEMP_DIR_CLEANUP_LOCK_TTL = Duration.ofMinutes(10);
@@ -83,6 +90,8 @@ public class DeleteBrandStaleTaskService {
     private final TaskDistributedLockService taskDistributedLockService;
     private final TaskFileJobService taskFileJobService;
     private final ShopDataCrawlTaskService shopDataCrawlTaskService;
+    private final TaskScopeStateMapper taskScopeStateMapper;
+    private final TaskHeartbeatPositionService taskHeartbeatPositionService;
 
     @Value("${aiimage.temp-dir.retention-hours:24}")
     private long tempDirRetentionHours;
@@ -104,19 +113,21 @@ public class DeleteBrandStaleTaskService {
             ShopMatchStaleCheckStats patrolDeleteStats = failStalePatrolDeleteTasks();
             ShopMatchStaleCheckStats queryAsinStats = failStaleQueryAsinTasks();
             ShopMatchStaleCheckStats withdrawStats = failStaleWithdrawTasks();
+            NoResultUploadStaleCheckStats noUploadStats = failNoResultUploadTasks();
             for (Map.Entry<String, Runnable> delegated : delegatedStaleChecks().entrySet()) {
                 runModuleStaleCheck(delegated.getKey(), delegated.getValue());
             }
             // 周期每 2 分钟一轮，各模块 summary 合并为单行，避免定期刷屏
             // 注意：每段占位符数量必须与实参一致——此前每段 5 个占位符只传 4 个参数，
             // 导致 withdraw 之后的取值整体错位、末尾 elapsedMs/thread 打成字面量
-            log.info("[stale-check] summary product-risk(s={} f={} x={} p={}) price-track(s={} f={} x={} p={}) shop-match(s={} f={} x={} p={}) patrol-delete(s={} f={} x={} p={}) query-asin(s={} f={} x={} p={}) withdraw(s={} f={} x={} p={}) elapsedMs={} thread={}",
+            log.info("[stale-check] summary product-risk(s={} f={} x={} p={}) price-track(s={} f={} x={} p={}) shop-match(s={} f={} x={} p={}) patrol-delete(s={} f={} x={} p={}) query-asin(s={} f={} x={} p={}) withdraw(s={} f={} x={} p={}) no-upload(c={} f={} x={}) elapsedMs={} thread={}",
                     stats.scannedTaskCount, stats.finalizedTaskCount, stats.failedTaskCount, stats.skippedTaskCount,
                     priceTrackStats.scannedTaskCount, priceTrackStats.finalizedTaskCount, priceTrackStats.failedTaskCount, priceTrackStats.skippedTaskCount,
                     shopMatchStats.scannedTaskCount, shopMatchStats.finalizedTaskCount, shopMatchStats.failedTaskCount, shopMatchStats.skippedTaskCount,
                     patrolDeleteStats.scannedTaskCount, patrolDeleteStats.finalizedTaskCount, patrolDeleteStats.failedTaskCount, patrolDeleteStats.skippedTaskCount,
                     queryAsinStats.scannedTaskCount, queryAsinStats.finalizedTaskCount, queryAsinStats.failedTaskCount, queryAsinStats.skippedTaskCount,
                     withdrawStats.scannedTaskCount, withdrawStats.finalizedTaskCount, withdrawStats.failedTaskCount, withdrawStats.skippedTaskCount,
+                    noUploadStats.scannedTaskCount, noUploadStats.failedTaskCount, noUploadStats.skippedTaskCount,
                     System.currentTimeMillis() - startedAt,
                     Thread.currentThread().getName());
         }
@@ -711,6 +722,125 @@ public class DeleteBrandStaleTaskService {
         return stats;
     }
 
+    /**
+     * 二次判死：心跳正常但连续 N 分钟无结果分片上报（治「心跳续命」的假活任务）。
+     *
+     * <p>既有各模块心跳线的候选条件都是 updated_at 陈旧，而客户端心跳会持续刷新 updated_at——
+     * 主线程卡死（浏览器自动化等待/异常）时心跳线程照发，任务永远命不中（生产 28131 卡死 12h+ 仍 RUNNING）。
+     * 本线改用 biz_task_scope_state.last_chunk_at（只随结果分片上报刷新）作判据；
+     * 无 scope 行或 last_chunk_at 全 NULL（从未上报）的任务跳过，避免误杀首批较慢的正常任务。
+     */
+    private NoResultUploadStaleCheckStats failNoResultUploadTasks() {
+        NoResultUploadStaleCheckStats stats = new NoResultUploadStaleCheckStats();
+        if (!deleteBrandProgressProperties.isNoResultUploadCheckEnabled()) {
+            return stats;
+        }
+        long minutes = Math.max(1L, deleteBrandProgressProperties.getNoResultUploadTimeoutMinutes());
+        LocalDateTime cutoff = LocalDateTime.now().minusMinutes(minutes);
+        List<FileTaskEntity> candidates = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
+                .select(FileTaskEntity::getId, FileTaskEntity::getModuleType,
+                        FileTaskEntity::getCreatedAt, FileTaskEntity::getUpdatedAt)
+                .eq(FileTaskEntity::getStatus, "RUNNING")
+                .in(FileTaskEntity::getModuleType, NO_RESULT_UPLOAD_CHECKED_MODULES)
+                .lt(FileTaskEntity::getCreatedAt, cutoff)
+                .orderByAsc(FileTaskEntity::getCreatedAt)
+                .last("limit 200"));
+        stats.scannedTaskCount = candidates.size();
+        if (candidates.isEmpty()) {
+            return stats;
+        }
+        Map<Long, LocalDateTime> lastResultAtByTaskId = taskScopeStateMapper
+                .selectLastChunkAtByTaskIds(candidates.stream().map(FileTaskEntity::getId).toList())
+                .stream()
+                .filter(dto -> dto.taskId() != null && dto.lastChunkAt() != null)
+                .collect(Collectors.toMap(TaskScopeLastChunkDto::taskId, TaskScopeLastChunkDto::lastChunkAt, (a, b) -> a));
+        for (FileTaskEntity task : candidates) {
+            LocalDateTime lastResultAt = lastResultAtByTaskId.get(task.getId());
+            // 从未上报（无 scope 行或全 NULL）或上报仍新鲜：正常推进，不必处理
+            if (lastResultAt == null || lastResultAt.isAfter(cutoff)) {
+                continue;
+            }
+            String moduleType = task.getModuleType();
+            if (hasPendingAssembleJobs(task.getId(), moduleType)) {
+                stats.skippedTaskCount++;
+                log.info("[stale-check] no-upload skip pending-assemble-jobs taskId={} moduleType={}", task.getId(), moduleType);
+                continue;
+            }
+            TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(moduleType, task.getId());
+            if (taskLockHandle == null) {
+                stats.skippedTaskCount++;
+                continue;
+            }
+            try (taskLockHandle) {
+                try {
+                    tryFinalizeNoResultUploadTask(moduleType, task.getId());
+                } catch (Exception ex) {
+                    // finalize 抛异常（组装失败等）不代表任务活着：继续走 CAS 判死
+                    log.warn("[stale-check] no-upload finalize threw taskId={} moduleType={} msg={}", task.getId(), moduleType, ex.getMessage());
+                }
+                // finalize 已终结的任务 CAS 自然不命中（状态不再是 RUNNING），无需回读
+                String lastPosition = taskHeartbeatPositionService.describe(task.getId());
+                int updated = fileTaskMapper.update(null, new LambdaUpdateWrapper<FileTaskEntity>()
+                        .eq(FileTaskEntity::getId, task.getId())
+                        .eq(FileTaskEntity::getModuleType, moduleType)
+                        .eq(FileTaskEntity::getStatus, "RUNNING")
+                        .set(FileTaskEntity::getStatus, "FAILED")
+                        .set(FileTaskEntity::getErrorMessage, buildNoResultUploadFailReason(minutes, lastResultAt, lastPosition))
+                        .set(FileTaskEntity::getUpdatedAt, LocalDateTime.now())
+                        .set(FileTaskEntity::getFinishedAt, LocalDateTime.now()));
+                if (updated > 0) {
+                    stats.failedTaskCount++;
+                    deleteNoResultUploadTaskCache(moduleType, task.getId());
+                    log.warn("[stale-check] no-upload failed taskId={} moduleType={} lastResultAt={} taskUpdatedAt={} timeoutMinutes={}",
+                            task.getId(), moduleType, lastResultAt, task.getUpdatedAt(), minutes);
+                } else {
+                    stats.skippedTaskCount++;
+                    log.info("[stale-check] no-upload task already finalized by compensation taskId={} moduleType={}", task.getId(), moduleType);
+                }
+            }
+        }
+        return stats;
+    }
+
+    /** 按模块调用各自的收尾入口（尽力组装部分结果；已终结的任务由后续 CAS 自然放行）。 */
+    private void tryFinalizeNoResultUploadTask(String moduleType, Long taskId) {
+        switch (moduleType) {
+            case MODULE_TYPE_DELETE_BRAND -> deleteBrandRunService.tryFinalizeTask(taskId, true);
+            case MODULE_TYPE_PRODUCT_RISK -> productRiskTaskService.tryFinalizeTask(taskId, true);
+            case MODULE_TYPE_PRICE_TRACK -> priceTrackTaskService.tryFinalizeTask(taskId, true);
+            case MODULE_TYPE_SHOP_MATCH -> shopMatchTaskService.tryFinalizeTask(taskId, true);
+            case MODULE_TYPE_PATROL_DELETE -> patrolDeleteTaskService.tryFinalizeTask(taskId, true);
+            case MODULE_TYPE_QUERY_ASIN -> queryAsinTaskService.tryFinalizeTask(taskId, true);
+            case MODULE_TYPE_WITHDRAW -> withdrawTaskService.tryFinalizeTask(taskId, true);
+            default -> { }
+        }
+    }
+
+    /** 按模块删除各自缓存（与既有各段 CAS 翻转后的清理一致）。 */
+    private void deleteNoResultUploadTaskCache(String moduleType, Long taskId) {
+        switch (moduleType) {
+            case MODULE_TYPE_DELETE_BRAND -> deleteBrandTaskCacheService.delete(taskId);
+            case MODULE_TYPE_PRODUCT_RISK -> productRiskTaskCacheService.deleteTaskCache(taskId);
+            case MODULE_TYPE_PRICE_TRACK -> priceTrackTaskCacheService.deleteTaskCache(taskId);
+            case MODULE_TYPE_SHOP_MATCH -> shopMatchTaskCacheService.deleteTaskCache(taskId);
+            case MODULE_TYPE_PATROL_DELETE -> patrolDeleteTaskCacheService.deleteTaskCache(taskId);
+            case MODULE_TYPE_QUERY_ASIN -> queryAsinTaskCacheService.deleteTaskCache(taskId);
+            case MODULE_TYPE_WITHDRAW -> withdrawTaskCacheService.deleteTaskCache(taskId);
+            default -> { }
+        }
+    }
+
+    /** 二次判死文案：写明最后结果上报时间与最后处理位置，便于区分「卡死」与「长间隔」并定位卡点。 */
+    private String buildNoResultUploadFailReason(long minutes, LocalDateTime lastResultAt, String position) {
+        StringBuilder sb = new StringBuilder("连续 ").append(minutes)
+                .append(" 分钟无结果回传，疑似客户端任务卡死，任务已自动失败（最后结果上报 ").append(lastResultAt);
+        if (position != null && !position.isBlank()) {
+            sb.append("，最后处理位置：").append(position);
+        }
+        sb.append("）");
+        return sb.toString();
+    }
+
     private TaskDistributedLockService.LockHandle acquireTaskLock(String moduleType, Long taskId) {
         TaskDistributedLockService.LockHandle lockHandle = taskDistributedLockService.acquire(moduleType, taskId, 0L);
         if (lockHandle == null) {
@@ -849,4 +979,10 @@ public class DeleteBrandStaleTaskService {
         private int failedTaskCount;
         private int skippedTaskCount;
     }
+
+    private static final class NoResultUploadStaleCheckStats {
+        private int scannedTaskCount;
+        private int failedTaskCount;
+        private int skippedTaskCount;
+    }
 }

backend-java/src/main/java/com/nanri/aiimage/modules/publish/service/PublishTaskService.java

@@ -36,6 +36,7 @@ import com.nanri.aiimage.modules.task.mapper.FileResultMapper;
 import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskChunkMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.dto.TaskHeartbeatRequest;
 import com.nanri.aiimage.modules.task.model.entity.FileResultEntity;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
@@ -70,6 +71,7 @@ import java.util.Map;
 import java.util.Objects;
 import java.util.Set;
 import java.util.function.Function;
+import java.util.function.Predicate;
 import java.util.stream.Collectors;
 import java.util.stream.Collectors;
 import com.nanri.aiimage.modules.task.model.vo.TaskProgressLightBatchVo;
@@ -116,6 +118,10 @@ public class PublishTaskService {
     @Value("${aiimage.publish.stale-timeout-minutes:30}")
     private int staleTimeoutMinutes;
 
+    /** 二次判死线（心跳正常但连续 N 分钟无结果分片上报）阈值，分钟；<=0 关闭本线。 */
+    @Value("${aiimage.publish.no-result-upload-timeout-minutes:180}")
+    private int noResultUploadTimeoutMinutes;
+
     public PublishParseVo parseAndCreateTask(PublishParseRequest request) {
         validateParseRequest(request);
         List<PreparedFile> preparedFiles = new ArrayList<>();
@@ -459,6 +465,7 @@ public class PublishTaskService {
                             candidate.getId(), ex.getMessage());
                 }
             }
+            failNoUploadStaleTasks();
         }
     }
 
@@ -685,10 +692,93 @@ public class PublishTaskService {
     }
 
     private void failStaleTaskLocked(Long taskId, LocalDateTime threshold) {
+        failStaleTaskLockedInternal(taskId,
+                task -> task.getUpdatedAt() != null && task.getUpdatedAt().isBefore(threshold),
+                "任务心跳超时");
+    }
+
+    /**
+     * 二次判死：Python 心跳正常但连续 N 分钟无结果分片上报（治「心跳续命」的假活任务）。
+     *
+     * <p>既有心跳线候选条件是 updated_at 陈旧，而客户端心跳会持续刷新 updated_at——
+     * 主线程卡死时心跳线程照发，任务永远命不中（与生产 28131 同型缺口）。
+     * owner 过滤与 A 线保持一致（避免双节点同时处理非本实例任务）；
+     * 判据用 biz_task_scope_state.last_chunk_at（仅分片上传时刷新）；从未上报跳过，避免误杀首批较慢的正常任务。
+     */
+    private void failNoUploadStaleTasks() {
+        long minutes = noResultUploadTimeoutMinutes;
+        if (minutes <= 0) {
+            return;
+        }
+        LocalDateTime heartbeatThreshold = LocalDateTime.now().minusMinutes(Math.max(5, staleTimeoutMinutes));
+        LocalDateTime cutoff = LocalDateTime.now().minusMinutes(minutes);
+        List<FileTaskEntity> candidates = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
+                .eq(FileTaskEntity::getModuleType, MODULE_TYPE)
+                .eq(FileTaskEntity::getStatus, STATUS_RUNNING)
+                .and(owner -> owner
+                        .apply("JSON_UNQUOTE(JSON_EXTRACT(result_json, '$.ownerInstanceId')) IS NULL")
+                        .or()
+                        .apply("JSON_UNQUOTE(JSON_EXTRACT(result_json, '$.ownerInstanceId')) = ''")
+                        .or()
+                        .apply("JSON_UNQUOTE(JSON_EXTRACT(result_json, '$.ownerInstanceId')) = {0}", currentInstanceId()))
+                .ge(FileTaskEntity::getUpdatedAt, heartbeatThreshold)
+                .lt(FileTaskEntity::getCreatedAt, cutoff)
+                .orderByAsc(FileTaskEntity::getCreatedAt)
+                .last("limit 100"));
+        if (candidates.isEmpty()) {
+            return;
+        }
+        Map<Long, LocalDateTime> lastResultAtByTaskId = new LinkedHashMap<>();
+        for (TaskScopeLastChunkDto dto : taskScopeStateMapper.selectLastChunkAtByTaskIds(
+                candidates.stream().map(FileTaskEntity::getId).toList())) {
+            if (dto.taskId() != null && dto.lastChunkAt() != null) {
+                lastResultAtByTaskId.put(dto.taskId(), dto.lastChunkAt());
+            }
+        }
+        for (FileTaskEntity candidate : candidates) {
+            LocalDateTime lastResultAt = lastResultAtByTaskId.get(candidate.getId());
+            if (lastResultAt == null || lastResultAt.isAfter(cutoff)) {
+                continue;
+            }
+            if (taskFileJobService.countUnfinishedAssembleJobs(candidate.getId(), MODULE_TYPE) > 0L) {
+                continue;
+            }
+            try (TaskDistributedLockService.LockHandle lock =
+                         taskDistributedLockService.acquire(MODULE_TYPE, candidate.getId(), 0L)) {
+                if (lock == null) {
+                    continue;
+                }
+                String error = "连续 " + minutes + " 分钟无结果回传，疑似客户端任务卡死，任务已自动失败（最后结果上报 " + lastResultAt + "）";
+                transactionTemplate.executeWithoutResult(status -> failStaleTaskLockedInternal(
+                        candidate.getId(),
+                        task -> {
+                            // 排队期间复查：心跳回落陈旧 → 交回 A 线；出现新结果上报 → 任务已恢复
+                            if (task.getUpdatedAt() == null || task.getUpdatedAt().isBefore(heartbeatThreshold)) {
+                                return false;
+                            }
+                            LocalDateTime freshLastChunk = queryLastChunkAt(task.getId());
+                            return freshLastChunk != null && !freshLastChunk.isAfter(cutoff);
+                        },
+                        error));
+            } catch (Exception ex) {
+                log.warn("[publish] no-upload stale task cleanup failed taskId={} msg={}",
+                        candidate.getId(), ex.getMessage());
+            }
+        }
+    }
+
+    /** 单任务最后一次结果分片上报时间；无记录返回 null。 */
+    private LocalDateTime queryLastChunkAt(Long taskId) {
+        List<TaskScopeLastChunkDto> rows = taskScopeStateMapper.selectLastChunkAtByTaskIds(List.of(taskId));
+        return rows.isEmpty() ? null : rows.get(0).lastChunkAt();
+    }
+
+    /** 收尾条件由调用方判定（A 线=心跳陈旧；B 线=心跳新鲜但结果上报陈旧），条件通过后走同一收尾路径。 */
+    private void failStaleTaskLockedInternal(Long taskId, Predicate<FileTaskEntity> staleCheck, String error) {
         FileTaskEntity task = fileTaskMapper.selectById(taskId);
         if (task == null || !MODULE_TYPE.equals(task.getModuleType())
                 || !STATUS_RUNNING.equals(task.getStatus())
-                || task.getUpdatedAt() == null || !task.getUpdatedAt().isBefore(threshold)) {
+                || !staleCheck.test(task)) {
             return;
         }
         ensureTaskOwnedByCurrentInstance(task, "cleanup stale publish task");
@@ -696,7 +786,6 @@ public class PublishTaskService {
             return;
         }
         LocalDateTime now = LocalDateTime.now();
-        String error = "任务心跳超时";
         List<PublishFileEntity> files = listTaskFiles(taskId);
         for (PublishFileEntity file : files) {
             if (!STATUS_PENDING.equals(file.getStatus()) && !STATUS_RUNNING.equals(file.getStatus())) {

backend-java/src/main/java/com/nanri/aiimage/modules/shopdatacrawl/service/ShopDataCrawlTaskService.java

@@ -32,6 +32,7 @@ import com.nanri.aiimage.modules.task.mapper.FileResultMapper;
 import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskChunkMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.entity.TaskChunkEntity;
 import com.nanri.aiimage.modules.task.model.entity.FileResultEntity;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
@@ -126,6 +127,10 @@ public class ShopDataCrawlTaskService {
     @Value("${aiimage.shop-data-crawl.stale-timeout-minutes:30}")
     private long staleTimeoutMinutes;
 
+    /** 二次判死线（心跳正常但连续 N 分钟无结果分片上报）阈值，分钟；<=0 关闭本线。 */
+    @Value("${aiimage.shop-data-crawl.no-result-upload-timeout-minutes:180}")
+    private long noResultUploadTimeoutMinutes;
+
     /**
      * 陈旧任务判死：扫描本模块「RUNNING 且 Python 心跳超时」的任务并终结。
      *
@@ -175,6 +180,11 @@ public class ShopDataCrawlTaskService {
                 log.warn("[shop-data-crawl] stale task finalization failed taskId={} msg={}", task.getId(), ex.getMessage());
             }
         }
+        finalizeNoUploadStaleTasks();
+    }
+
+    private boolean markStaleTaskFailedIfStillRunning(Long taskId) {
+        return markTaskFailedIfStillRunning(taskId, "长时间未收到 Python 结果回传，任务已自动失败");
     }
 
     /**
@@ -183,13 +193,13 @@ public class ShopDataCrawlTaskService {
      *
      * @return true 表示本次确实由 RUNNING 翻转为 FAILED
      */
-    private boolean markStaleTaskFailedIfStillRunning(Long taskId) {
+    private boolean markTaskFailedIfStillRunning(Long taskId, String errorMessage) {
         LocalDateTime now = LocalDateTime.now();
         int updated = fileTaskMapper.update(null, new LambdaUpdateWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getId, taskId)
                 .eq(FileTaskEntity::getStatus, "RUNNING")
                 .set(FileTaskEntity::getStatus, "FAILED")
-                .set(FileTaskEntity::getErrorMessage, "长时间未收到 Python 结果回传，任务已自动失败")
+                .set(FileTaskEntity::getErrorMessage, errorMessage)
                 .set(FileTaskEntity::getUpdatedAt, now)
                 .set(FileTaskEntity::getFinishedAt, now));
         if (updated <= 0) {
@@ -202,6 +212,78 @@ public class ShopDataCrawlTaskService {
         return true;
     }
 
+    /**
+     * 二次判死：Python 心跳正常（Redis heartbeat 新鲜）但连续 N 分钟无结果分片上报。
+     *
+     * <p>既有心跳线候选条件是心跳/updated_at 陈旧，而 Python 的 HTTP 心跳线程在任务主线程
+     * 卡死时照常发送——心跳永远新鲜，任务永远命不中（与生产 28131 同型缺口）。
+     * 本线候选取「心跳新鲜 + 创建超过 N 分钟」，判据用 biz_task_scope_state.last_chunk_at
+     * （仅分片上传时刷新）；从未上报（无 scope 行或全 NULL）的任务跳过，避免误杀首批较慢的正常任务。
+     */
+    private void finalizeNoUploadStaleTasks() {
+        long minutes = noResultUploadTimeoutMinutes;
+        if (minutes <= 0) {
+            return;
+        }
+        long heartbeatFreshMillis = Duration.ofMinutes(Math.max(1L, staleTimeoutMinutes)).toMillis();
+        LocalDateTime cutoff = LocalDateTime.now().minusMinutes(minutes);
+        long nowMillis = System.currentTimeMillis();
+        List<FileTaskEntity> tasks;
+        try {
+            tasks = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
+                    .eq(FileTaskEntity::getModuleType, MODULE_TYPE)
+                    .eq(FileTaskEntity::getStatus, "RUNNING")
+                    .ge(FileTaskEntity::getUpdatedAt, LocalDateTime.now().minusMinutes(Math.max(1L, staleTimeoutMinutes)))
+                    .lt(FileTaskEntity::getCreatedAt, cutoff)
+                    .last("limit 200"));
+        } catch (Exception ex) {
+            log.warn("[shop-data-crawl] no-upload stale task scan failed msg={}", ex.getMessage());
+            return;
+        }
+        if (tasks.isEmpty()) {
+            return;
+        }
+        Map<Long, Long> heartbeats = taskCacheService.getTaskHeartbeatMillisBatch(
+                tasks.stream().map(FileTaskEntity::getId).toList());
+        Map<Long, LocalDateTime> lastResultAtByTaskId = new LinkedHashMap<>();
+        for (TaskScopeLastChunkDto dto : taskScopeStateMapper.selectLastChunkAtByTaskIds(
+                tasks.stream().map(FileTaskEntity::getId).toList())) {
+            if (dto.taskId() != null && dto.lastChunkAt() != null) {
+                lastResultAtByTaskId.put(dto.taskId(), dto.lastChunkAt());
+            }
+        }
+        for (FileTaskEntity task : tasks) {
+            long heartbeat = heartbeats.getOrDefault(task.getId(), 0L);
+            boolean heartbeatFresh = heartbeat > 0 && nowMillis - heartbeat < heartbeatFreshMillis;
+            if (!heartbeatFresh) {
+                // 心跳已陈旧：归既有心跳线处理（updated_at 同源陈旧，由既有候选捞走）
+                continue;
+            }
+            LocalDateTime lastResultAt = lastResultAtByTaskId.get(task.getId());
+            if (lastResultAt == null || lastResultAt.isAfter(cutoff)) {
+                continue;
+            }
+            TaskDistributedLockService.LockHandle taskLock = acquireTaskLock(task.getId(), 0L);
+            if (taskLock == null) {
+                log.info("[shop-data-crawl] no-upload stale task skipped because task lock is busy taskId={}", task.getId());
+                continue;
+            }
+            try (taskLock) {
+                if (taskFileJobService.countUnfinishedAssembleJobs(task.getId(), MODULE_TYPE) > 0L) continue;
+                if (!tryFinalizeTask(task.getId(), true, true)) {
+                    markTaskFailedIfStillRunning(task.getId(),
+                            "连续 " + minutes + " 分钟无结果回传，疑似客户端任务卡死，任务已自动失败（最后结果上报 " + lastResultAt + "）");
+                }
+                log.warn("[shop-data-crawl] no-upload stale task finalized taskId={} lastResultAt={} timeoutMinutes={}",
+                        task.getId(), lastResultAt, minutes);
+            } catch (TaskOwnerMismatchException ignored) {
+                // The owner may change between the scan and finalization.
+            } catch (Exception ex) {
+                log.warn("[shop-data-crawl] no-upload stale task finalization failed taskId={} msg={}", task.getId(), ex.getMessage());
+            }
+        }
+    }
+
     private FileTaskEntity loadTaskForExecution(Long taskId) {
         Map<Long, FileTaskEntity> cachedTasks = taskCacheService.getTaskCacheBatch(List.of(taskId));
         FileTaskEntity cached = cachedTasks.get(taskId);

backend-java/src/main/java/com/nanri/aiimage/modules/similarasin/service/SimilarAsinTaskService.java

@@ -63,6 +63,7 @@ import com.nanri.aiimage.modules.task.mapper.FileResultMapper;
 import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskChunkMapper;
 import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.entity.FileResultEntity;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
 import com.nanri.aiimage.modules.task.model.entity.TaskFileJobEntity;
@@ -98,6 +99,7 @@ import java.util.ArrayList;
 import java.util.Iterator;
 import java.util.LinkedHashMap;
 import java.util.LinkedHashSet;
+import java.util.HashMap;
 import java.util.List;
 import java.util.Locale;
 import java.util.Map;
@@ -859,6 +861,7 @@ public class SimilarAsinTaskService implements SimilarAsinPipelineHost {
                 finalizeStaleTask(task.getId(), "Python interrupted before uploading final similar ASIN result");
             }
         }
+        finalizeNoUploadStaleTasks();
     }
 
     public void debugFinalizeStaleTask(Long taskId) {
@@ -906,6 +909,57 @@ public class SimilarAsinTaskService implements SimilarAsinPipelineHost {
         return updatedMillis <= thresholdMillis;
     }
 
+    /**
+     * 二次判死：Python 心跳正常（Redis heartbeat 新鲜）但连续 N 分钟无结果分片上报。
+     *
+     * <p>既有判定以 Redis heartbeat 为 stale 主信号（P1-7），但该心跳随 Python 的 HTTP 心跳
+     * 每分钟刷新——主线程卡死时心跳线程照发，任务永远不 stale（与生产 28131 同型缺口）。
+     * 本线改看 biz_task_scope_state.last_chunk_at（仅在 persistSubmittedChunk 上传分片时刷新），
+     * 命中后走既有 finalizeStaleTask（封口上传 + LLM 收尾，不粗暴杀任务）。
+     * 从未上报（无 scope 行或全 NULL）的任务跳过，避免误杀首批较慢的正常任务。
+     */
+    private void finalizeNoUploadStaleTasks() {
+        long minutes = properties.getNoResultUploadTimeoutMinutes();
+        if (minutes <= 0) {
+            return;
+        }
+        List<FileTaskEntity> tasks = listStaleFinalizeCandidates();
+        if (tasks.isEmpty()) {
+            return;
+        }
+        LocalDateTime cutoff = LocalDateTime.now().minusMinutes(minutes);
+        long heartbeatThresholdMillis = LocalDateTime.now()
+                .minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()))
+                .atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
+        Map<Long, LocalDateTime> lastResultAtByTaskId = new HashMap<>();
+        for (TaskScopeLastChunkDto dto : taskScopeStateMapper.selectLastChunkAtByTaskIds(
+                tasks.stream().map(FileTaskEntity::getId).toList())) {
+            if (dto.taskId() != null && dto.lastChunkAt() != null) {
+                lastResultAtByTaskId.put(dto.taskId(), dto.lastChunkAt());
+            }
+        }
+        for (FileTaskEntity task : tasks) {
+            if (isHeartbeatStale(task, heartbeatThresholdMillis)) {
+                // 心跳已 stale：归既有心跳线处理
+                continue;
+            }
+            LocalDateTime lastResultAt = lastResultAtByTaskId.get(task.getId());
+            if (lastResultAt == null || lastResultAt.isAfter(cutoff)) {
+                continue;
+            }
+            TaskDistributedLockService.LockHandle taskLockHandle = ownershipSupport().acquireTaskLock(task.getId(), 0L);
+            if (taskLockHandle == null) {
+                continue;
+            }
+            try (taskLockHandle) {
+                log.warn("[similar-asin] 心跳正常但 {} 分钟无结果分片上报，按卡死收尾 taskId={} lastResultAt={}",
+                        minutes, task.getId(), lastResultAt);
+                finalizeStaleTask(task.getId(),
+                        "Python heartbeat alive but no result chunk uploaded for " + minutes + " minutes");
+            }
+        }
+    }
+
     private void finalizeStaleTask(Long taskId, String error) {
         FileTaskEntity task = fileTaskMapper.selectById(taskId);
         if (task == null || !MODULE_TYPE.equals(task.getModuleType()) || !STATUS_RUNNING.equals(task.getStatus())) {

backend-java/src/main/java/com/nanri/aiimage/modules/task/controller/TaskHeartbeatController.java

@@ -3,6 +3,7 @@ package com.nanri.aiimage.modules.task.controller;
 import com.nanri.aiimage.common.api.ApiResponse;
 import com.nanri.aiimage.modules.task.model.dto.TaskHeartbeatRequest;
 import com.nanri.aiimage.modules.task.model.vo.TaskHeartbeatVo;
+import com.nanri.aiimage.modules.task.service.TaskHeartbeatPositionService;
 import com.nanri.aiimage.modules.task.service.TaskHeartbeatService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
@@ -22,6 +23,7 @@ import org.springframework.web.bind.annotation.RestController;
 public class TaskHeartbeatController {
 
     private final TaskHeartbeatService taskHeartbeatService;
+    private final TaskHeartbeatPositionService taskHeartbeatPositionService;
 
     @PostMapping("/{taskId}/heartbeat")
     @Operation(
@@ -31,6 +33,8 @@ public class TaskHeartbeatController {
             @Parameter(description = "任务 ID", required = true, example = "200")
             @PathVariable Long taskId,
             @Valid @RequestBody(required = false) TaskHeartbeatRequest request) {
+        // 先记录「当前处理位置」（仅用于判死文案与排查，内部异常降级，不影响心跳本身）
+        taskHeartbeatPositionService.record(taskId, request);
         return ApiResponse.success(taskHeartbeatService.heartbeat(taskId, request));
     }
 

backend-java/src/main/java/com/nanri/aiimage/modules/task/mapper/TaskScopeStateMapper.java

@@ -1,9 +1,34 @@
 package com.nanri.aiimage.modules.task.mapper;
 
 import com.baomidou.mybatisplus.core.mapper.BaseMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.entity.TaskScopeStateEntity;
 import org.apache.ibatis.annotations.Mapper;
+import org.apache.ibatis.annotations.Param;
+import org.apache.ibatis.annotations.Select;
+
+import java.util.List;
 
 @Mapper
 public interface TaskScopeStateMapper extends BaseMapper<TaskScopeStateEntity> {
+
+    /**
+     * 各任务「最后一次结果分片上报时间」（二次判死线专用）。
+     *
+     * <p>last_chunk_at 只随结果分片上报刷新（TaskScopePayloadStorageService.saveScopePayload），
+     * 不随 HTTP 心跳刷新——是区分「客户端进程活着」与「任务有进展」的可靠信号。
+     * HAVING 过滤掉全 NULL 的组：从未上报的任务不出现在结果里，调用方据此跳过（不判死）。
+     * GROUP BY 走 uk_task_scope 的 task_id 前缀。
+     */
+    @Select("""
+            <script>
+            SELECT task_id AS taskId, MAX(last_chunk_at) AS lastChunkAt
+            FROM biz_task_scope_state
+            WHERE task_id IN
+            <foreach item="taskId" collection="taskIds" open="(" separator="," close=")">#{taskId}</foreach>
+            GROUP BY task_id
+            HAVING MAX(last_chunk_at) IS NOT NULL
+            </script>
+            """)
+    List<TaskScopeLastChunkDto> selectLastChunkAtByTaskIds(@Param("taskIds") List<Long> taskIds);
 }

backend-java/src/main/java/com/nanri/aiimage/modules/task/model/dto/TaskHeartbeatRequest.java

@@ -38,4 +38,8 @@ public class TaskHeartbeatRequest {
 
     @Schema(description = "详情页 ASIN 总数", example = "120")
     private Integer detailTotalAsins;
+
+    @Schema(description = "客户端归一化后的当前处理位置描述（如「店铺 张三(2/10)，国家 德国(1/3)」），"
+            + "用于判死日志与排查；老客户端不传，服务端不得以位置为空作为判死依据", example = "店铺 魏振峰(2/10)")
+    private String progressText;
 }

backend-java/src/main/java/com/nanri/aiimage/modules/task/model/dto/TaskScopeLastChunkDto.java

@@ -0,0 +1,12 @@
+package com.nanri.aiimage.modules.task.model.dto;
+
+import java.time.LocalDateTime;
+
+/**
+ * 任务「最后一次结果分片上报时间」（「心跳正常但无结果上报」二次判死线用）。
+ *
+ * <p>lastChunkAt 取 biz_task_scope_state 的 MAX(last_chunk_at)——该列只随结果分片上报刷新
+ * （TaskScopePayloadStorageService.saveScopePayload），不随 HTTP 心跳刷新。
+ */
+public record TaskScopeLastChunkDto(Long taskId, LocalDateTime lastChunkAt) {
+}

backend-java/src/main/java/com/nanri/aiimage/modules/task/service/TaskHeartbeatPositionService.java

@@ -0,0 +1,98 @@
+package com.nanri.aiimage.modules.task.service;
+
+import com.nanri.aiimage.modules.task.model.dto.TaskHeartbeatRequest;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.stereotype.Service;
+
+import java.time.Duration;
+import java.time.Instant;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * 任务心跳的「当前处理位置」存储（Redis Hash，24h TTL）。
+ *
+ * <p>客户端主线程（浏览器自动化）卡死时心跳线程照发，仅凭心跳无法区分
+ * 「进程活着」与「任务有进展」。位置文本用于判死日志 / errorMessage 说明卡在哪，
+ * 以及后台人工排查。位置缺失只退化文案，<b>不得作为任何判死依据</b>。
+ * 老客户端不传 progressText、位置全空时不写；读取失败返回 null。
+ */
+@Slf4j
+@Service
+@RequiredArgsConstructor
+public class TaskHeartbeatPositionService {
+
+    private static final String KEY_PREFIX = "task:heartbeat:position:";
+    private static final Duration POSITION_TTL = Duration.ofHours(24);
+
+    private final StringRedisTemplate stringRedisTemplate;
+
+    public void record(Long taskId, TaskHeartbeatRequest request) {
+        if (taskId == null || taskId <= 0 || request == null) {
+            return;
+        }
+        String progressText = request.getProgressText() == null ? "" : request.getProgressText().trim();
+        boolean hasPosition = !progressText.isEmpty()
+                || request.getCurrent() != null
+                || request.getTotal() != null
+                || (request.getPhase() != null && !request.getPhase().isBlank());
+        if (!hasPosition) {
+            return;
+        }
+        try {
+            Map<String, String> values = new HashMap<>();
+            values.put("phase", request.getPhase() == null ? "" : request.getPhase());
+            values.put("current", request.getCurrent() == null ? "" : String.valueOf(request.getCurrent()));
+            values.put("total", request.getTotal() == null ? "" : String.valueOf(request.getTotal()));
+            values.put("progressText", progressText);
+            values.put("at", String.valueOf(Instant.now().toEpochMilli()));
+            String key = KEY_PREFIX + taskId;
+            stringRedisTemplate.opsForHash().putAll(key, values);
+            stringRedisTemplate.expire(key, POSITION_TTL);
+        } catch (Exception ex) {
+            log.warn("[heartbeat-position] 记录位置失败 taskId={} msg={}", taskId, ex.getMessage());
+        }
+    }
+
+    /** 读取「最后处理位置」描述；无位置信息返回 null（调用方自行降级）。 */
+    public String describe(Long taskId) {
+        if (taskId == null || taskId <= 0) {
+            return null;
+        }
+        Map<Object, Object> entries;
+        try {
+            entries = stringRedisTemplate.opsForHash().entries(KEY_PREFIX + taskId);
+        } catch (Exception ex) {
+            log.warn("[heartbeat-position] 读取位置失败 taskId={} msg={}", taskId, ex.getMessage());
+            return null;
+        }
+        if (entries == null || entries.isEmpty()) {
+            return null;
+        }
+        String text = value(entries, "progressText");
+        if (!text.isEmpty()) {
+            return text;
+        }
+        String phase = value(entries, "phase");
+        String current = value(entries, "current");
+        String total = value(entries, "total");
+        StringBuilder sb = new StringBuilder();
+        if (!phase.isEmpty()) {
+            sb.append("阶段=").append(phase);
+        }
+        if (!current.isEmpty() || !total.isEmpty()) {
+            if (sb.length() > 0) {
+                sb.append("，");
+            }
+            sb.append(current.isEmpty() ? "0" : current).append("/").append(total.isEmpty() ? "0" : total);
+        }
+        return sb.length() == 0 ? null : sb.toString();
+    }
+
+    private String value(Map<Object, Object> entries, String key) {
+        Object raw = entries.get(key);
+        return raw == null ? "" : String.valueOf(raw).trim();
+    }
+}

backend-java/src/main/java/com/nanri/aiimage/modules/tutorial/controller/TutorialAdminController.java

@@ -46,10 +46,12 @@ public class TutorialAdminController {
     @Operation(summary = "签发教程包直传预签名", description = "返回浏览器直传 MinIO client 桶的 PUT 预签名地址；直传完成后调用 /tutorial/confirm 校验落库")
     public ApiResponse<Map<String, Object>> presignTutorial(
             HttpServletRequest request,
-            @Parameter(description = "上传的 zip 文件名") @RequestParam(value = "file_name", required = false) String fileName) {
+            @Parameter(description = "上传的 zip 文件名") @RequestParam(value = "file_name", required = false) String fileName,
+            @Parameter(description = "教程包版本号（展示与排序用，可空）") @RequestParam(value = "version", required = false) String version) {
         AdminUserEntity operator = adminAuthSupport.requireAdminOrInternal(request);
-        log.info("[tutorial] 管理端签发教程包直传预签名 operator={} fileName={}", operator.getUsername(), fileName);
+        log.info("[tutorial] 管理端签发教程包直传预签名 operator={} fileName={} version={}",
-        return ApiResponse.success(tutorialPackageService.presignTutorialPackage(fileName));
+                operator.getUsername(), fileName, version);
+        return ApiResponse.success(tutorialPackageService.presignTutorialPackage(fileName, version));
     }
 
     @PostMapping("/tutorial/confirm")
@@ -57,11 +59,12 @@ public class TutorialAdminController {
     public ApiResponse<Map<String, Object>> confirmTutorial(
             HttpServletRequest request,
             @Parameter(description = "预签名返回的对象 key") @RequestParam(value = "object_key", required = false) String objectKey,
-            @Parameter(description = "上传的 zip 文件名") @RequestParam(value = "file_name", required = false) String fileName) {
+            @Parameter(description = "上传的 zip 文件名") @RequestParam(value = "file_name", required = false) String fileName,
+            @Parameter(description = "教程包版本号（展示与排序用，可空）") @RequestParam(value = "version", required = false) String version) {
         AdminUserEntity operator = adminAuthSupport.requireAdminOrInternal(request);
-        log.info("[tutorial] 管理端确认教程包直传完成 operator={} objectKey={} fileName={}",
+        log.info("[tutorial] 管理端确认教程包直传完成 operator={} objectKey={} fileName={} version={}",
-                operator.getUsername(), objectKey, fileName);
+                operator.getUsername(), objectKey, fileName, version);
-        return ApiResponse.success("上传成功", Map.of("item", tutorialPackageService.confirmTutorialPackage(objectKey, fileName)));
+        return ApiResponse.success("上传成功", Map.of("item", tutorialPackageService.confirmTutorialPackage(objectKey, fileName, version)));
     }
 
     @PostMapping("/tutorial/delete")

backend-java/src/main/java/com/nanri/aiimage/modules/tutorial/model/entity/TutorialPackageEntity.java

@@ -22,6 +22,9 @@ public class TutorialPackageEntity {
     /** 原始文件名（展示用） */
     private String fileName;
 
+    /** 教程包版本号（上传时填写；V126 之前的历史行可为空） */
+    private String version;
+
     /** MinIO 对象 key（client 桶，tutorial/ 前缀） */
     private String objectKey;
 

backend-java/src/main/java/com/nanri/aiimage/modules/tutorial/service/TutorialPackageService.java

@@ -37,6 +37,9 @@ public class TutorialPackageService {
     /** 教程包与软件版本包同量级，沿用 512MB 上限 */
     private static final long MAX_UPLOAD_BYTES = 512L * 1024 * 1024;
 
+    /** 版本号长度上限（与 biz_tutorial_package.version VARCHAR(64) 对齐） */
+    private static final int MAX_VERSION_LENGTH = 64;
+
     /** 直传预签名有效期：3 分钟足够数百 MB 级压缩包上传 */
     private static final int PRESIGN_EXPIRY_SECONDS = 180;
 
@@ -76,15 +79,17 @@ public class TutorialPackageService {
         if (entity == null) {
             log.info("[tutorial] 查询最新教程包：无记录，前端将回退固定直链");
             result.put("file_name", null);
+            result.put("version", null);
             result.put("file_url", null);
             result.put("file_size", null);
             result.put("created_at", null);
             return result;
         }
         Map<String, Object> item = toItemMap(entity);
-        log.info("[tutorial] 查询最新教程包 id={} fileName={} objectKey={}",
+        log.info("[tutorial] 查询最新教程包 id={} fileName={} version={} objectKey={}",
-                entity.getId(), entity.getFileName(), entity.getObjectKey());
+                entity.getId(), entity.getFileName(), entity.getVersion(), entity.getObjectKey());
         result.put("file_name", item.get("file_name"));
+        result.put("version", item.get("version"));
         result.put("file_url", item.get("file_url"));
         result.put("file_size", item.get("file_size"));
         result.put("created_at", item.get("created_at"));
@@ -94,27 +99,32 @@ public class TutorialPackageService {
     /**
      * 签发教程包直传预签名：按 时间戳-原文件名 生成新对象 key（每次上传互不覆盖），
      * 浏览器直传到 MinIO 后再调 {@link #confirmTutorialPackage} 由服务端核对落库。
+     * <p>版本号为上传时填写的展示信息，一并回传给前端在 confirm 阶段落库。
      */
-    public Map<String, Object> presignTutorialPackage(String fileName) {
+    public Map<String, Object> presignTutorialPackage(String fileName, String version) {
         String normalizedName = requireZipFileName(fileName);
+        String normalizedVersion = normalizeVersion(version);
         String objectKey = OBJECT_KEY_PREFIX + OBJECT_NAME_FORMATTER.format(LocalDateTime.now())
                 + "-" + safeFileName(normalizedName);
-        log.info("[tutorial] 签发教程包直传预签名 fileName={} objectKey={} expirySeconds={}",
+        log.info("[tutorial] 签发教程包直传预签名 fileName={} version={} objectKey={} expirySeconds={}",
-                normalizedName, objectKey, PRESIGN_EXPIRY_SECONDS);
+                normalizedName, normalizedVersion, objectKey, PRESIGN_EXPIRY_SECONDS);
         String uploadUrl = ossStorageService.presignTutorialUpload(objectKey, PRESIGN_EXPIRY_SECONDS);
         Map<String, Object> result = new LinkedHashMap<>();
         result.put("object_key", objectKey);
         result.put("upload_url", uploadUrl);
         result.put("file_url", ossStorageService.getTutorialDownloadUrl(objectKey));
+        result.put("version", normalizedVersion);
         return result;
     }
 
     /** 直传完成后确认落库：校验对象存在且不超限，新 key 不与其它记录冲突，写入记录并返回新行。 */
-    public Map<String, Object> confirmTutorialPackage(String objectKey, String fileName) {
+    public Map<String, Object> confirmTutorialPackage(String objectKey, String fileName, String version) {
         if (objectKey == null || !objectKey.startsWith(OBJECT_KEY_PREFIX)) {
+            log.warn("[tutorial] 直传确认失败：非法对象路径 objectKey={}", objectKey);
             throw new BusinessException("非法的对象路径，请重新上传");
         }
         String normalizedName = requireZipFileName(fileName);
+        String normalizedVersion = normalizeVersion(version);
         long size = ossStorageService.tutorialObjectSize(objectKey);
         if (size < 0) {
             log.warn("[tutorial] 直传确认失败：对象不存在 objectKey={}", objectKey);
@@ -134,11 +144,12 @@ public class TutorialPackageService {
 
         TutorialPackageEntity entity = new TutorialPackageEntity();
         entity.setFileName(normalizedName);
+        entity.setVersion(normalizedVersion);
         entity.setObjectKey(objectKey);
         entity.setFileSize(size);
         tutorialPackageMapper.insert(entity);
-        log.info("[tutorial] 教程包登记成功 id={} fileName={} objectKey={} bytes={}",
+        log.info("[tutorial] 教程包登记成功 id={} fileName={} version={} objectKey={} bytes={}",
-                entity.getId(), normalizedName, objectKey, size);
+                entity.getId(), normalizedName, normalizedVersion, objectKey, size);
         TutorialPackageEntity saved = tutorialPackageMapper.selectById(entity.getId());
         return toItemMap(saved == null ? entity : saved);
     }
@@ -201,6 +212,20 @@ public class TutorialPackageService {
         return normalized;
     }
 
+    /**
+     * 版本号归一：去空白后作为展示字段入库，允许为空（老客户端/历史行兼容）。
+     * <p>与软件版本号不同，教程包版本号只是展示与排序用的标签，不参与对象 key，
+     * 因此超长时截断而不是直接拒绝上传。
+     */
+    private String normalizeVersion(String version) {
+        String normalized = version == null ? "" : version.trim();
+        if (normalized.length() > MAX_VERSION_LENGTH) {
+            log.warn("[tutorial] 版本号超长已截断 length={} limit={}", normalized.length(), MAX_VERSION_LENGTH);
+            return normalized.substring(0, MAX_VERSION_LENGTH);
+        }
+        return normalized;
+    }
+
     /** 文件名 → 安全对象名片段：去掉路径分隔，只保留中文/字母/数字/._-，空则兜底 tutorial.zip。 */
     private String safeFileName(String fileName) {
         String base = fileName.replace('\\', '/');
@@ -216,6 +241,7 @@ public class TutorialPackageService {
         Map<String, Object> item = new LinkedHashMap<>();
         item.put("id", entity.getId());
         item.put("file_name", entity.getFileName() == null ? "" : entity.getFileName());
+        item.put("version", entity.getVersion() == null ? "" : entity.getVersion());
         item.put("object_key", entity.getObjectKey() == null ? "" : entity.getObjectKey());
         item.put("file_size", entity.getFileSize() == null ? 0L : entity.getFileSize());
         item.put("file_url", entity.getObjectKey() == null || entity.getObjectKey().isBlank()

backend-java/src/main/resources/application-local.example.yml

@@ -66,7 +66,7 @@ AIIMAGE_APPEARANCE_PATENT_TITLE_MODEL=gemini-3.8-flash
 AIIMAGE_APPEARANCE_PATENT_APPEARANCE_MODEL=gemini-3.8-flash
 AIIMAGE_APPEARANCE_PATENT_LLM_MAX_TOKENS=64000
 AIIMAGE_APPEARANCE_PATENT_LLM_BATCH_SIZE=10
-AIIMAGE_APPEARANCE_PATENT_LLM_ROW_CONCURRENCY=10
+AIIMAGE_APPEARANCE_PATENT_LLM_ROW_CONCURRENCY=5
 AIIMAGE_APPEARANCE_PATENT_LLM_RETRY_TIMES=3
 AIIMAGE_APPEARANCE_PATENT_STALE_TIMEOUT_MINUTES=30
 

backend-java/src/main/resources/application.yml

@@ -186,6 +186,7 @@ aiimage:
     failed-ttl-hours: ${AIIMAGE_BRAND_PROGRESS_FAILED_TTL_HOURS:2}
     heartbeat-timeout-minutes: ${AIIMAGE_BRAND_PROGRESS_HEARTBEAT_TIMEOUT_MINUTES:30}
     stale-check-cron: ${AIIMAGE_BRAND_PROGRESS_STALE_CHECK_CRON:0 */2 * * * *}
+    no-result-upload-timeout-minutes: ${AIIMAGE_BRAND_PROGRESS_NO_RESULT_UPLOAD_TIMEOUT_MINUTES:180}
   delete-brand-progress:
     heartbeat-timeout-minutes: ${AIIMAGE_DELETE_BRAND_HEARTBEAT_TIMEOUT_MINUTES:30}
     stale-check-cron: ${AIIMAGE_DELETE_BRAND_STALE_CHECK_CRON:*/30 * * * * *}
@@ -196,6 +197,8 @@ aiimage:
     patrol-delete-stale-timeout-minutes: ${AIIMAGE_PATROL_DELETE_STALE_TIMEOUT_MINUTES:30}
     query-asin-stale-timeout-minutes: ${AIIMAGE_QUERY_ASIN_STALE_TIMEOUT_MINUTES:30}
     withdraw-stale-timeout-minutes: ${AIIMAGE_WITHDRAW_STALE_TIMEOUT_MINUTES:30}
+    no-result-upload-timeout-minutes: ${AIIMAGE_NO_RESULT_UPLOAD_TIMEOUT_MINUTES:180}
+    no-result-upload-check-enabled: ${AIIMAGE_NO_RESULT_UPLOAD_CHECK_ENABLED:true}
   module-cleanup:
     enabled: ${AIIMAGE_MODULE_CLEANUP_ENABLED:true}
     cron: ${AIIMAGE_MODULE_CLEANUP_CRON:0 0 0 * * *}
@@ -249,11 +252,13 @@ aiimage:
     path: ${AIIMAGE_BRAND_CHECK_PATH:/brand_check}
     token: ${AIIMAGE_BRAND_CHECK_TOKEN:}
     default-strategy: ${AIIMAGE_BRAND_CHECK_DEFAULT_STRATEGY:Terms}
-    retry-times: ${AIIMAGE_BRAND_CHECK_RETRY_TIMES:3}
+    retry-times: ${AIIMAGE_BRAND_CHECK_RETRY_TIMES:10}
     retry-interval-millis: ${AIIMAGE_BRAND_CHECK_RETRY_INTERVAL_MILLIS:1000}
+    retry-max-interval-millis: ${AIIMAGE_BRAND_CHECK_RETRY_MAX_INTERVAL_MILLIS:10000}
     connect-timeout-millis: ${AIIMAGE_BRAND_CHECK_CONNECT_TIMEOUT_MILLIS:10000}
     read-timeout-millis: ${AIIMAGE_BRAND_CHECK_READ_TIMEOUT_MILLIS:60000}
   appearance-patent:
+    no-result-upload-timeout-minutes: ${AIIMAGE_APPEARANCE_PATENT_NO_RESULT_UPLOAD_TIMEOUT_MINUTES:180}
     llm-host: ${AIIMAGE_APPEARANCE_PATENT_LLM_HOST:https://ai.t8star.org}
     title-model: ${AIIMAGE_APPEARANCE_PATENT_TITLE_MODEL:gemini-3.8-flash}
     appearance-model: ${AIIMAGE_APPEARANCE_PATENT_APPEARANCE_MODEL:gemini-3.8-flash}
@@ -262,7 +267,10 @@ aiimage:
     llm-read-timeout-millis: ${AIIMAGE_APPEARANCE_PATENT_LLM_READ_TIMEOUT_MILLIS:180000}
     llm-first-attempt-read-timeout-millis: ${AIIMAGE_APPEARANCE_PATENT_LLM_FIRST_ATTEMPT_READ_TIMEOUT_MILLIS:60000}
     llm-batch-size: ${AIIMAGE_APPEARANCE_PATENT_LLM_BATCH_SIZE:10}
-    llm-row-concurrency: ${AIIMAGE_APPEARANCE_PATENT_LLM_ROW_CONCURRENCY:10}
+    # 批内行并发：每行会串行发 2 个 LLM 请求（标题提取 + 外观检测），且批次串行提交，
+    # 故该值≈单任务对 LLM 网关的瞬时并发。原 10 与品牌检测的 8 同一量级，
+    # 多任务并行时会成倍放大、打满用户自己的网关密钥配额（2026-09-14 随品牌一起下调）。
+    llm-row-concurrency: ${AIIMAGE_APPEARANCE_PATENT_LLM_ROW_CONCURRENCY:5}
     max-parse-rows: ${AIIMAGE_APPEARANCE_PATENT_MAX_PARSE_ROWS:50000}
     llm-retry-times: ${AIIMAGE_APPEARANCE_PATENT_LLM_RETRY_TIMES:3}
     flush-pending-minutes: ${AIIMAGE_APPEARANCE_PATENT_FLUSH_PENDING_MINUTES:${AIIMAGE_APPEARANCE_PATENT_COZE_FLUSH_PENDING_MINUTES:1}}
@@ -274,6 +282,7 @@ aiimage:
     db-task-touch-interval-millis: ${AIIMAGE_SIMILAR_ASIN_DB_TASK_TOUCH_INTERVAL_MILLIS:120000}
     db-job-touch-interval-millis: ${AIIMAGE_SIMILAR_ASIN_DB_JOB_TOUCH_INTERVAL_MILLIS:60000}
     llm-flush-pending-minutes: ${AIIMAGE_SIMILAR_ASIN_LLM_FLUSH_PENDING_MINUTES:1}
+    no-result-upload-timeout-minutes: ${AIIMAGE_SIMILAR_ASIN_NO_RESULT_UPLOAD_TIMEOUT_MINUTES:180}
     image-download-pool-size: ${AIIMAGE_SIMILAR_ASIN_IMAGE_DOWNLOAD_POOL_SIZE:2}
     image-download-timeout-seconds: ${AIIMAGE_SIMILAR_ASIN_IMAGE_DOWNLOAD_TIMEOUT_SECONDS:5}
     image-prefetch-timeout-seconds: ${AIIMAGE_SIMILAR_ASIN_IMAGE_PREFETCH_TIMEOUT_SECONDS:1800}
@@ -299,6 +308,7 @@ aiimage:
     llm-image-download-timeout-seconds: ${AIIMAGE_SIMILAR_ASIN_LLM_IMAGE_DOWNLOAD_TIMEOUT_SECONDS:10}
   collect-data:
     stale-timeout-minutes: ${AIIMAGE_COLLECT_DATA_STALE_TIMEOUT_MINUTES:30}
+    no-result-upload-timeout-minutes: ${AIIMAGE_COLLECT_DATA_NO_RESULT_UPLOAD_TIMEOUT_MINUTES:180}
     stale-check-cron: ${AIIMAGE_COLLECT_DATA_STALE_CHECK_CRON:*/30 * * * * *}
     max-source-file-bytes: ${AIIMAGE_COLLECT_DATA_MAX_SOURCE_FILE_BYTES:0}
     max-parse-rows: ${AIIMAGE_COLLECT_DATA_MAX_PARSE_ROWS:0}

backend-java/src/main/resources/db/V126__tutorial_package_version.sql

@@ -0,0 +1,22 @@
+-- V126: biz_tutorial_package 增加 version 列（后台「教程管理」展示与上传时填写的版本号）
+--
+-- 背景：教程包后台列表原先只有文件名/大小/上传时间，无法区分同名的多轮教程包；
+-- 上传时补填版本号（与软件版本管理页同交互），列表新增「版本号」列并支持排序。
+--
+-- 历史行无版本号：列可空，Java 侧读取为 null 时展示为空（历史种子行不受影响）。
+-- 幂等：ADD COLUMN 前先查 information_schema，重复执行安全。
+-- 回滚：ALTER TABLE biz_tutorial_package DROP COLUMN version;
+
+SET @db_name = DATABASE();
+
+SET @col_exists := (
+  SELECT COUNT(*) FROM information_schema.COLUMNS
+  WHERE TABLE_SCHEMA = @db_name AND TABLE_NAME = 'biz_tutorial_package' AND COLUMN_NAME = 'version'
+);
+SET @sql := IF(@col_exists = 0,
+  'ALTER TABLE biz_tutorial_package ADD COLUMN version VARCHAR(64) NULL COMMENT ''教程包版本号（历史行可为空）'' AFTER file_name',
+  'SELECT 1'
+);
+PREPARE stmt FROM @sql;
+EXECUTE stmt;
+DEALLOCATE PREPARE stmt;

backend-java/src/test/java/com/nanri/aiimage/modules/collectdata/service/CollectDataNoUploadStaleTest.java

@@ -0,0 +1,143 @@
+package com.nanri.aiimage.modules.collectdata.service;
+
+import com.nanri.aiimage.modules.task.mapper.FileResultMapper;
+import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
+import com.nanri.aiimage.modules.task.mapper.TaskChunkMapper;
+import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
+import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
+import com.nanri.aiimage.modules.task.service.TaskDistributedLockService;
+import com.nanri.aiimage.modules.task.service.TaskFileJobService;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.extension.ExtendWith;
+import org.mockito.ArgumentCaptor;
+import org.mockito.InjectMocks;
+import org.mockito.Mock;
+import org.mockito.Spy;
+import org.mockito.junit.jupiter.MockitoExtension;
+import org.springframework.test.util.ReflectionTestUtils;
+
+import java.time.LocalDateTime;
+import java.util.List;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.ArgumentMatchers.anyLong;
+import static org.mockito.Mockito.never;
+import static org.mockito.Mockito.verify;
+import static org.mockito.Mockito.when;
+
+/**
+ * collect-data 二次判死线（心跳正常但连续 N 分钟无结果分片上报）。
+ *
+ * <p>既有心跳线候选条件是 updated_at 陈旧（心跳线），而 Python 心跳线程在主线程卡死时照发——
+ * 任务永远命不中。本线候选取「心跳新鲜 + 创建超过 N 分钟」，判据用
+ * biz_task_scope_state.last_chunk_at（仅分片上传时刷新）；从未上报（无 scope 行）跳过。
+ */
+@ExtendWith(MockitoExtension.class)
+class CollectDataNoUploadStaleTest {
+
+    @Mock private FileTaskMapper fileTaskMapper;
+    @Mock private FileResultMapper fileResultMapper;
+    @Mock private TaskChunkMapper taskChunkMapper;
+    @Mock private TaskScopeStateMapper taskScopeStateMapper;
+    @Mock private TaskDistributedLockService taskDistributedLockService;
+    @Mock private TaskFileJobService taskFileJobService;
+    @Mock private TaskDistributedLockService.LockHandle lockHandle;
+
+    @Spy
+    private com.fasterxml.jackson.databind.ObjectMapper objectMapper = new com.fasterxml.jackson.databind.ObjectMapper();
+
+    @InjectMocks
+    private CollectDataService service;
+
+    @BeforeEach
+    void setUp() {
+        ReflectionTestUtils.setField(service, "staleTimeoutMinutes", 30L);
+        ReflectionTestUtils.setField(service, "noResultUploadTimeoutMinutes", 180L);
+        ReflectionTestUtils.setField(service, "progressThrottleMillis", 0L);
+        ReflectionTestUtils.setField(service, "progressDirtyWindowMillis", 0L);
+    }
+
+    private FileTaskEntity runningTask(long id) {
+        FileTaskEntity task = new FileTaskEntity();
+        task.setId(id);
+        task.setModuleType("COLLECT_DATA");
+        task.setStatus("RUNNING");
+        task.setCreatedAt(LocalDateTime.now().minusDays(1));
+        task.setUpdatedAt(LocalDateTime.now().minusMinutes(1));
+        return task;
+    }
+
+    private void invokeNoUpload() {
+        ReflectionTestUtils.invokeMethod(service, "finalizeNoUploadStaleTasks",
+                LocalDateTime.now().minusMinutes(30));
+    }
+
+    @Test
+    void 上报仍新鲜时不判死() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(runningTask(1L)));
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(1L, LocalDateTime.now().minusMinutes(5))));
+
+        invokeNoUpload();
+
+        verify(taskDistributedLockService, never()).acquire(any(), anyLong(), anyLong());
+        verify(fileTaskMapper, never()).updateById(any());
+    }
+
+    @Test
+    void 从未上报时跳过() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(runningTask(2L)));
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any())).thenReturn(List.of());
+
+        invokeNoUpload();
+
+        verify(taskDistributedLockService, never()).acquire(any(), anyLong(), anyLong());
+        verify(fileTaskMapper, never()).updateById(any());
+    }
+
+    @Test
+    void 开关为0时不扫描() {
+        ReflectionTestUtils.setField(service, "noResultUploadTimeoutMinutes", 0L);
+
+        invokeNoUpload();
+
+        verify(fileTaskMapper, never()).selectList(any());
+    }
+
+    @Test
+    void 任务锁忙时跳过() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(runningTask(3L)));
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(3L, LocalDateTime.now().minusHours(4))));
+        when(taskDistributedLockService.acquire(any(), anyLong(), anyLong())).thenReturn(null);
+
+        invokeNoUpload();
+
+        verify(fileTaskMapper, never()).updateById(any());
+    }
+
+    @Test
+    void 心跳正常但上报超时触发判死() {
+        FileTaskEntity task = runningTask(5L);
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(task));
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(5L, LocalDateTime.now().minusHours(4))));
+        when(taskDistributedLockService.acquire(any(), anyLong(), anyLong())).thenReturn(lockHandle);
+        when(fileTaskMapper.selectById(5L)).thenReturn(task);
+        when(taskFileJobService.countUnfinishedAssembleJobs(5L, "COLLECT_DATA")).thenReturn(0L);
+        when(taskChunkMapper.selectCount(any())).thenReturn(0L);
+        when(fileResultMapper.selectOne(any())).thenReturn(null);
+
+        invokeNoUpload();
+
+        ArgumentCaptor<FileTaskEntity> taskCaptor = ArgumentCaptor.forClass(FileTaskEntity.class);
+        verify(fileTaskMapper).updateById(taskCaptor.capture());
+        assertEquals("FAILED", taskCaptor.getValue().getStatus());
+        assertTrue(taskCaptor.getValue().getErrorMessage().contains("无结果回传"),
+                taskCaptor.getValue().getErrorMessage());
+    }
+}

backend-java/src/test/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandStaleTaskServiceTest.java

@@ -5,10 +5,15 @@ import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
 import com.baomidou.mybatisplus.core.metadata.TableInfoHelper;
 import com.nanri.aiimage.config.DeleteBrandProgressProperties;
+import com.nanri.aiimage.modules.productrisk.service.ProductRiskTaskCacheService;
+import com.nanri.aiimage.modules.productrisk.service.ProductRiskTaskService;
 import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
+import com.nanri.aiimage.modules.task.mapper.TaskScopeStateMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskScopeLastChunkDto;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
 import com.nanri.aiimage.modules.task.service.TaskDistributedLockService;
 import com.nanri.aiimage.modules.task.service.TaskFileJobService;
+import com.nanri.aiimage.modules.task.service.TaskHeartbeatPositionService;
 import org.apache.ibatis.builder.MapperBuilderAssistant;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
@@ -50,6 +55,10 @@ class DeleteBrandStaleTaskServiceTest {
     @Mock private DeleteBrandProgressProperties deleteBrandProgressProperties;
     @Mock private TaskDistributedLockService taskDistributedLockService;
     @Mock private TaskFileJobService taskFileJobService;
+    @Mock private TaskScopeStateMapper taskScopeStateMapper;
+    @Mock private ProductRiskTaskService productRiskTaskService;
+    @Mock private ProductRiskTaskCacheService productRiskTaskCacheService;
+    @Mock private TaskHeartbeatPositionService taskHeartbeatPositionService;
 
     @BeforeAll
     static void initializeTableInfo() {
@@ -212,11 +221,184 @@ class DeleteBrandStaleTaskServiceTest {
         assertTrue(errorMessage.contains("缺失分片"), errorMessage);
     }
 
+    // ---------- 二次判死线：心跳正常但连续 N 分钟无结果分片上报 ----------
+
+    @Test
+    void noUploadStaleTaskIsFailedWithCasAndCacheEvicted() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(901L, "PRODUCT_RISK_RESOLVE")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(901L, LocalDateTime.now().minusHours(4))));
+        when(taskFileJobService.countUnfinishedAssembleJobs(901L, "PRODUCT_RISK_RESOLVE")).thenReturn(0L);
+        noUploadTaskLockAvailable();
+        when(fileTaskMapper.update(isNull(), any(LambdaUpdateWrapper.class))).thenReturn(1);
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(productRiskTaskService).tryFinalizeTask(901L, true);
+        verify(productRiskTaskCacheService).deleteTaskCache(901L);
+        @SuppressWarnings({"rawtypes", "unchecked"})
+        ArgumentCaptor<LambdaUpdateWrapper> update = ArgumentCaptor.forClass(LambdaUpdateWrapper.class);
+        verify(fileTaskMapper).update(isNull(), update.capture());
+        List<String> values = update.getValue().getParamNameValuePairs().values().stream()
+                .map(String::valueOf)
+                .toList();
+        assertTrue(values.stream().anyMatch(v -> v.contains("无结果回传")), values.toString());
+    }
+
+    @Test
+    void noUploadFreshResultIsSkipped() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(902L, "PRODUCT_RISK_RESOLVE")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(902L, LocalDateTime.now().minusMinutes(5))));
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(taskDistributedLockService, never()).acquire(any(), any(), anyLong());
+        verify(fileTaskMapper, never()).update(any(), any());
+    }
+
+    @Test
+    void noUploadNeverUploadedIsSkipped() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(903L, "PRODUCT_RISK_RESOLVE")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any())).thenReturn(List.of());
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(taskDistributedLockService, never()).acquire(any(), any(), anyLong());
+        verify(fileTaskMapper, never()).update(any(), any());
+    }
+
+    @Test
+    void noUploadAlreadyFinalizedTaskKeepsCache() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(904L, "PRODUCT_RISK_RESOLVE")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(904L, LocalDateTime.now().minusHours(4))));
+        when(taskFileJobService.countUnfinishedAssembleJobs(904L, "PRODUCT_RISK_RESOLVE")).thenReturn(0L);
+        noUploadTaskLockAvailable();
+        // CAS 未命中：finalize 已把任务终结（状态不再是 RUNNING）
+        when(fileTaskMapper.update(isNull(), any(LambdaUpdateWrapper.class))).thenReturn(0);
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(productRiskTaskCacheService, never()).deleteTaskCache(anyLong());
+    }
+
+    @Test
+    void noUploadBusyTaskLockIsSkipped() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(905L, "PRODUCT_RISK_RESOLVE")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(905L, LocalDateTime.now().minusHours(4))));
+        when(taskFileJobService.countUnfinishedAssembleJobs(905L, "PRODUCT_RISK_RESOLVE")).thenReturn(0L);
+        when(taskDistributedLockService.acquire(any(), any(), anyLong())).thenReturn(null);
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(productRiskTaskService, never()).tryFinalizeTask(anyLong(), anyBoolean());
+        verify(fileTaskMapper, never()).update(any(), any());
+    }
+
+    @Test
+    void noUploadPendingAssembleJobsIsSkipped() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(906L, "PRODUCT_RISK_RESOLVE")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(906L, LocalDateTime.now().minusHours(4))));
+        when(taskFileJobService.countUnfinishedAssembleJobs(906L, "PRODUCT_RISK_RESOLVE")).thenReturn(1L);
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(productRiskTaskService, never()).tryFinalizeTask(anyLong(), anyBoolean());
+    }
+
+    @Test
+    void noUploadDisabledByConfigSkipsScan() {
+        when(deleteBrandProgressProperties.isNoResultUploadCheckEnabled()).thenReturn(false);
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(fileTaskMapper, never()).selectList(any());
+    }
+
+    @Test
+    void noUploadDeleteBrandDispatchesToRunService() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(907L, "DELETE_BRAND")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(907L, LocalDateTime.now().minusHours(4))));
+        when(taskFileJobService.countUnfinishedAssembleJobs(907L, "DELETE_BRAND")).thenReturn(0L);
+        noUploadTaskLockAvailable();
+        when(fileTaskMapper.update(isNull(), any(LambdaUpdateWrapper.class))).thenReturn(1);
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        verify(deleteBrandRunService).tryFinalizeTask(907L, true);
+        verify(deleteBrandTaskCacheService).delete(907L);
+    }
+
+    @Test
+    void noUploadFailReasonIncludesLastPosition() {
+        when(fileTaskMapper.selectList(any())).thenReturn(List.of(noUploadTask(908L, "PRODUCT_RISK_RESOLVE")));
+        noUploadEnabled();
+        when(taskScopeStateMapper.selectLastChunkAtByTaskIds(any()))
+                .thenReturn(List.of(new TaskScopeLastChunkDto(908L, LocalDateTime.now().minusHours(4))));
+        when(taskFileJobService.countUnfinishedAssembleJobs(908L, "PRODUCT_RISK_RESOLVE")).thenReturn(0L);
+        noUploadTaskLockAvailable();
+        when(taskHeartbeatPositionService.describe(908L)).thenReturn("店铺 魏振峰(2/10)，国家 德国(1/3)");
+        when(fileTaskMapper.update(isNull(), any(LambdaUpdateWrapper.class))).thenReturn(1);
+
+        DeleteBrandStaleTaskService service = service();
+        ReflectionTestUtils.invokeMethod(service, "failNoResultUploadTasks");
+
+        @SuppressWarnings({"rawtypes", "unchecked"})
+        ArgumentCaptor<LambdaUpdateWrapper> update = ArgumentCaptor.forClass(LambdaUpdateWrapper.class);
+        verify(fileTaskMapper).update(isNull(), update.capture());
+        List<String> values = update.getValue().getParamNameValuePairs().values().stream()
+                .map(String::valueOf)
+                .toList();
+        assertTrue(values.stream().anyMatch(v -> v.contains("最后处理位置：店铺 魏振峰(2/10)")), values.toString());
+    }
+
+    private void noUploadEnabled() {
+        when(deleteBrandProgressProperties.isNoResultUploadCheckEnabled()).thenReturn(true);
+        when(deleteBrandProgressProperties.getNoResultUploadTimeoutMinutes()).thenReturn(180L);
+    }
+
+    private void noUploadTaskLockAvailable() {
+        when(taskDistributedLockService.acquire(any(), any(), anyLong()))
+                .thenReturn(mock(TaskDistributedLockService.LockHandle.class));
+    }
+
+    private static FileTaskEntity noUploadTask(Long id, String moduleType) {
+        FileTaskEntity task = new FileTaskEntity();
+        task.setId(id);
+        task.setModuleType(moduleType);
+        task.setStatus("RUNNING");
+        task.setCreatedAt(LocalDateTime.now().minusDays(1));
+        task.setUpdatedAt(LocalDateTime.now().minusMinutes(1));
+        return task;
+    }
+
     private DeleteBrandStaleTaskService service() {
         return new DeleteBrandStaleTaskService(
                 fileTaskMapper, deleteBrandTaskCacheService, deleteBrandTaskStorageService, deleteBrandRunService,
-                null, null, null, null, null, null, null, null, null, null, null, null, null, null, null,
+                productRiskTaskService, productRiskTaskCacheService,
-                deleteBrandProgressProperties, null, taskDistributedLockService, taskFileJobService, null);
+                null, null, null, null, null, null, null, null, null, null,
+                null, null, null,
+                deleteBrandProgressProperties, null, taskDistributedLockService, taskFileJobService, null,
+                taskScopeStateMapper, taskHeartbeatPositionService);
     }
 
     private void lockAvailable() {

backend-java/src/test/java/com/nanri/aiimage/modules/deletebrand/service/TaskModuleCoverageTest.java

@@ -81,7 +81,8 @@ class TaskModuleCoverageTest {
                 mock(AppearancePatentTaskService.class),
                 mock(SimilarAsinTaskService.class),
                 null, null, null, null,
-                mock(ShopDataCrawlTaskService.class));
+                mock(ShopDataCrawlTaskService.class),
+                null, null);
     }
 
     @Test

backend-java/src/test/java/com/nanri/aiimage/modules/task/service/TaskHeartbeatPositionServiceTest.java

@@ -0,0 +1,114 @@
+package com.nanri.aiimage.modules.task.service;
+
+import com.nanri.aiimage.modules.task.model.dto.TaskHeartbeatRequest;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.extension.ExtendWith;
+import org.mockito.ArgumentCaptor;
+import org.mockito.Mock;
+import org.mockito.junit.jupiter.MockitoExtension;
+import org.springframework.data.redis.core.HashOperations;
+import org.springframework.data.redis.core.StringRedisTemplate;
+
+import java.time.Duration;
+import java.util.Map;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.ArgumentMatchers.eq;
+import static org.mockito.Mockito.doThrow;
+import static org.mockito.Mockito.never;
+import static org.mockito.Mockito.verify;
+import static org.mockito.Mockito.when;
+
+/**
+ * 心跳「当前处理位置」存储：写读往返、空位置不写、Redis 异常只降级不抛出。
+ * 位置仅用于判死文案与排查，任何异常都不得影响心跳本身。
+ */
+@ExtendWith(MockitoExtension.class)
+class TaskHeartbeatPositionServiceTest {
+
+    @Mock private StringRedisTemplate stringRedisTemplate;
+    @Mock private HashOperations<String, Object, Object> hashOperations;
+
+    private TaskHeartbeatPositionService service() {
+        return new TaskHeartbeatPositionService(stringRedisTemplate);
+    }
+
+    @Test
+    void recordWritesHashWithProgressText() {
+        when(stringRedisTemplate.opsForHash()).thenReturn(hashOperations);
+        TaskHeartbeatRequest request = new TaskHeartbeatRequest();
+        request.setPhase("crawling");
+        request.setCurrent(2);
+        request.setTotal(10);
+        request.setProgressText("店铺 魏振峰(2/10)");
+
+        service().record(123L, request);
+
+        @SuppressWarnings("unchecked")
+        ArgumentCaptor<Map<String, String>> values = ArgumentCaptor.forClass(Map.class);
+        verify(hashOperations).putAll(eq("task:heartbeat:position:123"), values.capture());
+        assertEquals("店铺 魏振峰(2/10)", values.getValue().get("progressText"));
+        assertEquals("crawling", values.getValue().get("phase"));
+        assertEquals("2", values.getValue().get("current"));
+        assertEquals("10", values.getValue().get("total"));
+        verify(stringRedisTemplate).expire(eq("task:heartbeat:position:123"), any(Duration.class));
+    }
+
+    @Test
+    void recordSkipsWhenNoPosition() {
+        TaskHeartbeatRequest request = new TaskHeartbeatRequest();
+
+        service().record(123L, request);
+
+        verify(stringRedisTemplate, never()).opsForHash();
+    }
+
+    @Test
+    void recordSwallowsRedisError() {
+        when(stringRedisTemplate.opsForHash()).thenReturn(hashOperations);
+        doThrow(new RuntimeException("redis down")).when(hashOperations).putAll(any(), any());
+        TaskHeartbeatRequest request = new TaskHeartbeatRequest();
+        request.setProgressText("店铺 A(1/2)");
+
+        service().record(123L, request);
+
+        verify(stringRedisTemplate, never()).expire(any(), any(Duration.class));
+    }
+
+    @Test
+    void describePrefersProgressText() {
+        when(stringRedisTemplate.opsForHash()).thenReturn(hashOperations);
+        when(hashOperations.entries("task:heartbeat:position:123"))
+                .thenReturn(Map.of("progressText", "店铺 魏振峰(2/10)", "current", "2", "total", "10"));
+
+        assertEquals("店铺 魏振峰(2/10)", service().describe(123L));
+    }
+
+    @Test
+    void describeBuildsFromPhaseAndCountersWhenNoText() {
+        when(stringRedisTemplate.opsForHash()).thenReturn(hashOperations);
+        when(hashOperations.entries("task:heartbeat:position:123"))
+                .thenReturn(Map.of("phase", "crawling", "current", "2", "total", "10"));
+
+        assertEquals("阶段=crawling，2/10", service().describe(123L));
+    }
+
+    @Test
+    void describeReturnsNullWhenMissing() {
+        when(stringRedisTemplate.opsForHash()).thenReturn(hashOperations);
+        when(hashOperations.entries("task:heartbeat:position:123")).thenReturn(Map.of());
+
+        assertNull(service().describe(123L));
+    }
+
+    @Test
+    void describeReturnsNullOnRedisError() {
+        when(stringRedisTemplate.opsForHash()).thenReturn(hashOperations);
+        when(hashOperations.entries("task:heartbeat:position:123"))
+                .thenThrow(new RuntimeException("redis down"));
+
+        assertNull(service().describe(123L));
+    }
+}