diff --git a/app/.env b/app/.env
index bda0ef7..6a503c9 100644
--- a/app/.env
+++ b/app/.env
@@ -7,7 +7,7 @@ proxy_url=https://api.jikip.com/ip-get?num=1&minute=1&format=json&area=all&proto
 proxy_mode=2
 
 client_name=NanriAI
-java_api_base=http://8.136.19.173:18080
-# java_api_base=http://127.0.0.1:18080
+# java_api_base=http://8.136.19.173:18080
+java_api_base=http://127.0.0.1:18080
 
 
diff --git a/app/__pycache__/config.cpython-312.pyc b/app/__pycache__/config.cpython-312.pyc
index 419f847..7546939 100644
Binary files a/app/__pycache__/config.cpython-312.pyc and b/app/__pycache__/config.cpython-312.pyc differ
diff --git a/app/config.py b/app/config.py
index ce6fe05..3e86f27 100644
--- a/app/config.py
+++ b/app/config.py
@@ -18,8 +18,8 @@ proxy_url = os.getenv("proxy_url")
 proxy_mode = int(os.getenv("proxy_mode",1))
 
 client_name=os.getenv("client_name") + ".exe"
-JAVA_API_BASE = os.getenv("java_api_base", "http://8.136.19.173:18080")
-# JAVA_API_BASE = os.getenv("java_api_base", "http://127.0.0.1:18080")
+# JAVA_API_BASE = os.getenv("java_api_base", "http://8.136.19.173:18080")
+JAVA_API_BASE = os.getenv("java_api_base", "http://127.0.0.1:18080")
 
 cache_path = "./user_data"
 
diff --git a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/model/vo/DeleteBrandResultItemVo.java b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/model/vo/DeleteBrandResultItemVo.java
index 74af8a7..140563a 100644
--- a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/model/vo/DeleteBrandResultItemVo.java
+++ b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/model/vo/DeleteBrandResultItemVo.java
@@ -62,4 +62,7 @@ public class DeleteBrandResultItemVo {
 
     @Schema(description = "错误信息")
     private String error;
+
+    @Schema(description = "由于列表来自 history 接口，增加所属任务的状态（RUNNING/SUCCESS/FAILED），协助前端准确定位执行中任务")
+    private String taskStatus;
 }
diff --git a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandRunService.java b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandRunService.java
index 26ae1f6..4274841 100644
--- a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandRunService.java
+++ b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandRunService.java
@@ -32,6 +32,7 @@ import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
 import com.nanri.aiimage.modules.task.model.entity.FileResultEntity;
 import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
 import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
 import org.apache.poi.ss.usermodel.Cell;
 import org.apache.poi.ss.usermodel.DataFormatter;
 import org.apache.poi.ss.usermodel.Row;
@@ -55,6 +56,7 @@ import java.util.Set;
 
 @Service
 @RequiredArgsConstructor
+@Slf4j
 public class DeleteBrandRunService {
 
     private static final String MODULE_TYPE = "DELETE_BRAND";
@@ -86,6 +88,7 @@ public class DeleteBrandRunService {
         task.setCreatedAt(LocalDateTime.now());
         task.setUpdatedAt(LocalDateTime.now());
         fileTaskMapper.insert(task);
+        deleteBrandTaskCacheService.saveTaskCache(task);
 
         List<DeleteBrandResultItemVo> items = new ArrayList<>();
         int parsedSuccessCount = 0;
@@ -128,7 +131,8 @@ public class DeleteBrandRunService {
                     if (message != null && (message.contains("code=40004")
                             || message.contains("userId存在无效的参数值")
                             || message.contains("无权限")
-                            || message.contains("没有权限"))) {
+                            || message.contains("没有权限")) && !message.contains("白名单")) {
+                        log.warn("[ziniao-match] suppressed upstream permission error for {}, msg: {}", item.getShopName(), message);
                         item.setMatched(false);
                     } else {
                         throw ex;
@@ -193,6 +197,9 @@ public class DeleteBrandRunService {
             task.setFinishedAt(LocalDateTime.now());
         }
         fileTaskMapper.updateById(task);
+        if ("RUNNING".equals(task.getStatus())) {
+            deleteBrandTaskCacheService.saveTaskCache(task);
+        }
 
         if (!parsedPayloadByFileIdentity.isEmpty()) {
             deleteBrandTaskCacheService.saveParsedPayload(task.getId(), parsedPayloadByFileIdentity);
@@ -202,7 +209,7 @@ public class DeleteBrandRunService {
         vo.setTotal(request.getFiles().size());
         vo.setSuccessCount(parsedSuccessCount);
         vo.setFailedCount(parsedFailedCount);
-        vo.setItems(items);
+        vo.setItems(items.stream().peek(item -> item.setTaskStatus("RUNNING")).toList());
         return vo;
     }
 
@@ -214,8 +221,9 @@ public class DeleteBrandRunService {
                 .orderByDesc(FileResultEntity::getCreatedAt)
                 .last("limit 100"));
 
-        // 补充从 task.resultJson 还原匹配信息/真实失败原因（历史表本身不存这些字段）
+        // 补充信息
         Map<Long, List<DeleteBrandResultItemVo>> itemsByTaskId = new LinkedHashMap<>();
+        Map<Long, String> statusByTaskId = new LinkedHashMap<>();
         List<Long> taskIds = entities.stream()
                 .map(FileResultEntity::getTaskId)
                 .filter(id -> id != null && id > 0)
@@ -224,13 +232,13 @@ public class DeleteBrandRunService {
         if (!taskIds.isEmpty()) {
             List<FileTaskEntity> tasks = fileTaskMapper.selectBatchIds(taskIds);
             for (FileTaskEntity task : tasks) {
-                if (task == null || task.getResultJson() == null || task.getResultJson().isBlank()) {
-                    continue;
-                }
                 try {
-                    List<DeleteBrandResultItemVo> taskItems = objectMapper.readValue(task.getResultJson(), new TypeReference<List<DeleteBrandResultItemVo>>() {
-                    });
-                    itemsByTaskId.put(task.getId(), taskItems);
+                    statusByTaskId.put(task.getId(), task.getStatus());
+                    if (task.getResultJson() != null && !task.getResultJson().isBlank()) {
+                        List<DeleteBrandResultItemVo> taskItems = objectMapper.readValue(task.getResultJson(), new TypeReference<List<DeleteBrandResultItemVo>>() {
+                        });
+                        itemsByTaskId.put(task.getId(), taskItems);
+                    }
                 } catch (Exception ignored) {
                 }
             }
@@ -250,7 +258,9 @@ public class DeleteBrandRunService {
             item.setError(entity.getErrorMessage());
 
             // 以 task.resultJson 中的项为准补全 matched/shopId/platform/openStoreUrl/错误信息
+            // 真实补充
             if (entity.getTaskId() != null) {
+                item.setTaskStatus(statusByTaskId.get(entity.getTaskId()));
                 List<DeleteBrandResultItemVo> taskItems = itemsByTaskId.get(entity.getTaskId());
                 if (taskItems != null && entity.getSourceFilename() != null && !entity.getSourceFilename().isBlank()) {
                     for (DeleteBrandResultItemVo candidate : taskItems) {
@@ -456,9 +466,27 @@ public class DeleteBrandRunService {
             return vo;
         }
 
-        java.util.Map<Long, FileTaskEntity> taskById = fileTaskMapper.selectBatchIds(normalizedTaskIds).stream()
-                .filter(task -> task != null && MODULE_TYPE.equals(task.getModuleType()))
-                .collect(java.util.stream.Collectors.toMap(FileTaskEntity::getId, task -> task, (left, right) -> left, java.util.LinkedHashMap::new));
+        java.util.Map<Long, FileTaskEntity> cachedTasks = deleteBrandTaskCacheService.getTaskCacheBatch(normalizedTaskIds);
+        java.util.List<Long> missingTaskIds = new java.util.ArrayList<>();
+        for (Long taskId : normalizedTaskIds) {
+            if (!cachedTasks.containsKey(taskId)) {
+                missingTaskIds.add(taskId);
+            }
+        }
+
+        java.util.Map<Long, FileTaskEntity> taskById = new java.util.LinkedHashMap<>(cachedTasks);
+        if (!missingTaskIds.isEmpty()) {
+            java.util.List<FileTaskEntity> dbTasks = fileTaskMapper.selectBatchIds(missingTaskIds).stream()
+                    .filter(task -> task != null && MODULE_TYPE.equals(task.getModuleType()))
+                    .toList();
+            for (FileTaskEntity dbTask : dbTasks) {
+                taskById.put(dbTask.getId(), dbTask);
+                // Save back to cache
+                if ("RUNNING".equals(dbTask.getStatus())) {
+                    deleteBrandTaskCacheService.saveTaskCache(dbTask);
+                }
+            }
+        }
 
         java.util.Map<Long, java.util.Map<Object, Object>> progressByTaskId = deleteBrandTaskCacheService.getProgressBatch(normalizedTaskIds);
 
@@ -858,6 +886,7 @@ public class DeleteBrandRunService {
             task.setUpdatedAt(LocalDateTime.now());
             task.setFinishedAt(LocalDateTime.now());
             fileTaskMapper.updateById(task);
+            deleteBrandTaskCacheService.saveTaskCache(task);
 
             deleteBrandTaskCacheService.saveProgress(task.getId(), Map.of(
                     "phase", "success",
@@ -872,6 +901,7 @@ public class DeleteBrandRunService {
             task.setUpdatedAt(LocalDateTime.now());
             task.setFinishedAt(LocalDateTime.now());
             fileTaskMapper.updateById(task);
+            deleteBrandTaskCacheService.saveTaskCache(task);
             deleteBrandTaskCacheService.saveProgress(task.getId(), Map.of(
                     "phase", DeleteBrandTaskCacheService.PHASE_FAILED,
                     "finished_files", String.valueOf(task.getSuccessFileCount() == null ? 0 : task.getSuccessFileCount()),
diff --git a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandStaleTaskService.java b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandStaleTaskService.java
index 1689a8c..495875b 100644
--- a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandStaleTaskService.java
+++ b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandStaleTaskService.java
@@ -37,22 +37,30 @@ public class DeleteBrandStaleTaskService {
 
         for (FileTaskEntity task : runningTasks) {
             Map<Object, Object> progress = deleteBrandTaskCacheService.getProgress(task.getId());
-            if (progress == null || progress.isEmpty()) {
-                continue;
-            }
+            boolean hasProgress = progress != null && !progress.isEmpty() && progress.containsKey("last_heartbeat_at");
 
             long lastHeartbeatAt = 0L;
-            try {
-                lastHeartbeatAt = Long.parseLong(String.valueOf(progress.getOrDefault("last_heartbeat_at", "0")));
-            } catch (Exception ignored) {
-            }
-            if (lastHeartbeatAt <= 0) {
-                continue;
+            if (hasProgress) {
+                try {
+                    lastHeartbeatAt = Long.parseLong(String.valueOf(progress.get("last_heartbeat_at")));
+                } catch (Exception ignored) {
+                }
             }
 
-            LocalDateTime lastHeartbeat = LocalDateTime.ofInstant(Instant.ofEpochMilli(lastHeartbeatAt), ZoneId.systemDefault());
-            if (lastHeartbeat.isAfter(threshold)) {
-                continue;
+            LocalDateTime lastActivityTime;
+            if (lastHeartbeatAt > 0) {
+                // 有心跳，用最后心跳时间对比 15 分钟
+                lastActivityTime = LocalDateTime.ofInstant(Instant.ofEpochMilli(lastHeartbeatAt), ZoneId.systemDefault());
+                if (lastActivityTime.isAfter(threshold)) {
+                    continue; // 没超时
+                }
+            } else {
+                // 没有心跳，说明任务一直没被 Python 取出来执行（处在排队状态中）
+                // 排队的宽限期我们设为 12 个小时，如果建了 12 个小时都没执行，再杀死
+                LocalDateTime queuedThreshold = LocalDateTime.now().minusHours(12);
+                if (task.getCreatedAt() != null && task.getCreatedAt().isAfter(queuedThreshold)) {
+                    continue; // 排队中，不要杀它！
+                }
             }
 
             int updated = fileTaskMapper.update(null, new com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper<FileTaskEntity>()
@@ -65,10 +73,7 @@ public class DeleteBrandStaleTaskService {
                     .set(FileTaskEntity::getFinishedAt, LocalDateTime.now()));
 
             if (updated > 0) {
-                deleteBrandTaskCacheService.saveProgress(task.getId(), java.util.Map.of(
-                        "phase", DeleteBrandTaskCacheService.PHASE_FAILED,
-                        "updated_at", String.valueOf(System.currentTimeMillis())
-                ));
+                deleteBrandTaskCacheService.delete(task.getId());
             }
         }
     }
diff --git a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandTaskCacheService.java b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandTaskCacheService.java
index 8c38fdc..65a8802 100644
--- a/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandTaskCacheService.java
+++ b/backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandTaskCacheService.java
@@ -181,6 +181,42 @@ public class DeleteBrandTaskCacheService {
         stringRedisTemplate.delete(buildPayloadKey(taskId));
         stringRedisTemplate.delete(buildProgressKey(taskId));
         stringRedisTemplate.delete(buildResultChunksKey(taskId));
+        stringRedisTemplate.delete(buildTaskEntityKey(taskId));
+    }
+
+    public void saveTaskCache(com.nanri.aiimage.modules.task.model.entity.FileTaskEntity task) {
+        if (task == null || task.getId() == null) return;
+        try {
+            stringRedisTemplate.opsForValue().set(buildTaskEntityKey(task.getId()), objectMapper.writeValueAsString(task), Duration.ofHours(PAYLOAD_TTL_HOURS));
+        } catch (Exception ignored) {
+        }
+    }
+
+    public java.util.Map<Long, com.nanri.aiimage.modules.task.model.entity.FileTaskEntity> getTaskCacheBatch(java.util.List<Long> taskIds) {
+        java.util.Map<Long, com.nanri.aiimage.modules.task.model.entity.FileTaskEntity> result = new java.util.LinkedHashMap<>();
+        if (taskIds == null || taskIds.isEmpty()) return result;
+
+        java.util.List<Long> normalized = taskIds.stream().filter(id -> id != null && id > 0).distinct().toList();
+        if (normalized.isEmpty()) return result;
+
+        java.util.List<String> keys = normalized.stream().map(this::buildTaskEntityKey).toList();
+        java.util.List<String> values = stringRedisTemplate.opsForValue().multiGet(keys);
+
+        for (int i = 0; i < normalized.size(); i++) {
+            Long taskId = normalized.get(i);
+            String val = values != null && i < values.size() ? values.get(i) : null;
+            if (val != null && !val.isBlank()) {
+                try {
+                    result.put(taskId, objectMapper.readValue(val, com.nanri.aiimage.modules.task.model.entity.FileTaskEntity.class));
+                } catch (Exception ignored) {
+                }
+            }
+        }
+        return result;
+    }
+
+    private String buildTaskEntityKey(Long taskId) {
+        return "delete-brand:task:entity:" + taskId;
     }
 
     private record LocalParsedPayloadCacheEntry(long cachedAtMillis, Object value) {
diff --git a/backend-java/src/main/java/com/nanri/aiimage/modules/ziniao/service/ZiniaoAuthService.java b/backend-java/src/main/java/com/nanri/aiimage/modules/ziniao/service/ZiniaoAuthService.java
index f4a3366..cfb3e0e 100644
--- a/backend-java/src/main/java/com/nanri/aiimage/modules/ziniao/service/ZiniaoAuthService.java
+++ b/backend-java/src/main/java/com/nanri/aiimage/modules/ziniao/service/ZiniaoAuthService.java
@@ -472,6 +472,9 @@ public class ZiniaoAuthService {
         if (message == null || message.isBlank()) {
             return false;
         }
+        if (message.contains("白名单") || message.contains("IP") || message.contains("whitelist")) {
+            return false;
+        }
         return message.contains("isv.invalid-api-key")
                 || message.contains("无效的apiKey参数")
                 || message.contains("非法的参数");
diff --git a/backend/__pycache__/config.cpython-312.pyc b/backend/__pycache__/config.cpython-312.pyc
index 3967d60..94466e8 100644
Binary files a/backend/__pycache__/config.cpython-312.pyc and b/backend/__pycache__/config.cpython-312.pyc differ
diff --git a/frontend-vue/src/pages/brand/components/BrandDeleteBrandTab.vue b/frontend-vue/src/pages/brand/components/BrandDeleteBrandTab.vue
index 207f579..153b572 100644
--- a/frontend-vue/src/pages/brand/components/BrandDeleteBrandTab.vue
+++ b/frontend-vue/src/pages/brand/components/BrandDeleteBrandTab.vue
@@ -128,8 +128,8 @@
                     </div>
 
                     <div class="task-right split-result-actions">
-                      <span class="status" :class="item.success ? 'success' : 'failed'">
-                        {{ item.success ? '已完成' : '失败' }}
+                      <span class="status" :class="getTaskStatusInfo(item).className">
+                        {{ getTaskStatusInfo(item).text }}
                       </span>
                       <button
                         v-if="item.openStoreUrl"
@@ -192,8 +192,8 @@
                     </div>
 
                     <div class="task-right split-result-actions">
-                      <span class="status" :class="item.success ? 'success' : 'failed'">
-                        {{ item.success ? '已完成' : '失败' }}
+                      <span class="status" :class="getTaskStatusInfo(item).className">
+                        {{ getTaskStatusInfo(item).text }}
                       </span>
                       <button
                         v-if="item.openStoreUrl"
@@ -262,17 +262,41 @@ const taskDetails = ref<Record<number, DeleteBrandTaskDetailVo>>({})
 const pollTimer = ref<number | null>(null)
 const pollingInFlight = ref(false)
 const displayPaths = computed(() => selectedPaths.value.slice(0, 10))
-const currentSectionItems = computed(() => currentRunItems.value)
+const runningTaskIdsInHistory = computed(() => {
+  return historyItems.value
+    .filter(item => {
+      const status = item.taskId ? taskDetails.value[item.taskId]?.task?.status : null;
+      // 优先认后端的实时状态
+      if (status) return status === 'RUNNING';
+      // 如果还没拿到底层详情，看 history 接口带回来的全局任务状态
+      if (item.taskStatus) return item.taskStatus === 'RUNNING';
+      // 最后降级到根据 success/error 猜测（向下兼容）
+      return (item.taskId || 0) > 0 && item.success === false && !item.error;
+    })
+    .map(item => item.taskId);
+});
+
+const currentSectionItems = computed(() => {
+  // 当前运行的任务 = 用户手动触发的 + 历史记录里还在跑的
+  const allCurrent = [...currentRunItems.value];
+  
+  historyItems.value.forEach(hItem => {
+    if (hItem.taskId && runningTaskIdsInHistory.value.includes(hItem.taskId)) {
+      // 避免重复
+      if (!allCurrent.some(c => c.taskId === hItem.taskId)) {
+        allCurrent.push(hItem);
+      }
+    }
+  });
+  
+  return allCurrent;
+});
+
 const historySectionItems = computed(() =>
   historyItems.value.filter(
-    (item) =>
-      !currentRunItems.value.some(
-        (current) =>
-          (current.resultId || current.taskId || current.fileKey || current.sourceFilename) ===
-          (item.resultId || item.taskId || item.fileKey || item.sourceFilename),
-      ),
+    (item) => !currentSectionItems.value.some(c => c.taskId === item.taskId || (c.resultId && c.resultId === item.resultId))
   ),
-)
+);
 const hasVisibleItems = computed(() => currentSectionItems.value.length > 0 || historySectionItems.value.length > 0)
 
 function getTaskStatus(taskId?: number) {
@@ -289,8 +313,9 @@ function getDisplayError(item: DeleteBrandResultItem) {
 
 function shouldShowProgress(item: DeleteBrandResultItem) {
   const taskId = item.taskId
-  if (!taskId || item.matched !== true) return false
+  if (!taskId) return false
   const status = getTaskStatus(taskId)
+  // 只要状态是运行中就显示进度条，不管 matched 了（matched 不对的状态应该在后端就标记为 FAILED）
   return status === 'RUNNING'
 }
 
@@ -301,7 +326,6 @@ function normalizeDeleteBrandItems(items: DeleteBrandResultItem[]) {
         ...item,
         success: false,
         error: item.error || '未匹配到紫鸟店铺',
-        taskId: undefined,
         openStoreUrl: undefined,
       }
     }
@@ -344,10 +368,10 @@ function formatProgress(taskId: number) {
   if (info.phase) parts.push(`阶段：${info.phase}`)
   if (info.file_index && info.file_total) parts.push(`文件：${info.file_index}/${info.file_total}`)
   if (info.file_name) parts.push(`当前文件：${info.file_name}`)
-  if (info.current_line !== undefined && info.total_lines !== undefined) parts.push(`进度：${info.current_line}/${info.total_lines}`)
+  if (info.current_line != null && info.total_lines != null) parts.push(`进度：${info.current_line}/${info.total_lines}`)
   if (info.current_country) parts.push(`国家：${info.current_country}`)
   if (info.current_asin) parts.push(`ASIN：${info.current_asin}`)
-  if (info.finished_files !== undefined) parts.push(`已完成文件：${info.finished_files}`)
+  if (info.finished_files != null) parts.push(`已完成文件：${info.finished_files}`)
   return parts.join('｜')
 }
 
@@ -356,10 +380,10 @@ function formatProgressPercent(taskId: number) {
   const info = taskDetails.value[taskId]?.line_progress?.info
   if (!info) return 0
 
-  if (info.current_line !== undefined && info.total_lines && info.total_lines > 0) {
+  if (info.current_line != null && info.total_lines && info.total_lines > 0) {
     return Math.max(0, Math.min(100, Math.round((info.current_line / info.total_lines) * 100)))
   }
-  if (info.finished_files !== undefined && info.file_total && info.file_total > 0) {
+  if (info.finished_files != null && info.file_total && info.file_total > 0) {
     return Math.max(0, Math.min(100, Math.round((info.finished_files / info.file_total) * 100)))
   }
   const status = taskDetails.value[taskId]?.task?.status
@@ -377,14 +401,34 @@ function isTaskTerminal(taskId: number) {
 }
 
 function getPollingTaskIds() {
-  return Array.from(
-    new Set(
-      currentRunItems.value
-        .filter((item) => item.matched && (item.taskId || 0) > 0)
-        .map(getItemTaskId)
-        .filter((id) => id > 0 && !isTaskTerminal(id)),
-    ),
-  )
+  const ids = new Set<number>()
+
+  // 1. 检查本会话触发的任务
+  currentRunItems.value.forEach((item) => {
+    if (item.taskId && !isTaskTerminal(item.taskId)) {
+      ids.add(item.taskId)
+    }
+  })
+
+  // 2. 检查历史加载的任务
+  historyItems.value.forEach((item) => {
+    if (item.taskId) {
+      if (taskDetails.value[item.taskId]) {
+        // 如果已经拿到了详情，以后端详情为准
+        if (!isTaskTerminal(item.taskId)) {
+          ids.add(item.taskId)
+        }
+      } else {
+        // 还没拿到详情，看 history 接口中的 taskStatus 或 success 标记
+        const isRunning = item.taskStatus === 'RUNNING' || (!item.taskStatus && !item.success && !item.error);
+        if (isRunning) {
+          ids.add(item.taskId)
+        }
+      }
+    }
+  })
+
+  return Array.from(ids)
 }
 
 function canDownloadTaskResult(item: DeleteBrandResultItem) {
@@ -415,9 +459,14 @@ function getPollIntervalMs() {
   return document.visibilityState === 'visible' ? 4500 : 10000
 }
 
-function scheduleNextPoll() {
-  if (pollTimer.value) return
-  pollTimer.value = window.setTimeout(async () => {
+function scheduleNextPoll(immediate = false) {
+  if (pollTimer.value) {
+    if (!immediate) return
+    clearTimeout(pollTimer.value)
+    pollTimer.value = null
+  }
+  
+  const executePoll = async () => {
     pollTimer.value = null
     if (pollingInFlight.value) {
       scheduleNextPoll()
@@ -438,12 +487,35 @@ function scheduleNextPoll() {
     if (stillRunning) {
       scheduleNextPoll()
     }
-  }, getPollIntervalMs())
+  }
+
+  if (immediate) {
+    executePoll()
+  } else {
+    pollTimer.value = window.setTimeout(executePoll, getPollIntervalMs())
+  }
 }
 
-function ensurePolling() {
-  if (pollTimer.value) return
-  scheduleNextPoll()
+function ensurePolling(immediate = false) {
+  if (pollTimer.value && !immediate) return
+  scheduleNextPoll(immediate)
+}
+
+function getTaskStatusInfo(item: DeleteBrandResultItem) {
+  // 1. 优先查实时详情中的状态
+  const status = item.taskId ? taskDetails.value[item.taskId]?.task?.status : null
+  if (status === 'SUCCESS') return { className: 'success', text: '已完成' }
+  if (status === 'FAILED') return { className: 'failed', text: '失败' }
+  if (status === 'RUNNING') return { className: 'running', text: '执行中' }
+
+  // 2. 其次看 history 接口带回来的后端任务状态
+  if (item.taskStatus === 'SUCCESS') return { className: 'success', text: '已完成' }
+  if (item.taskStatus === 'FAILED') return { className: 'failed', text: '失败' }
+  if (item.taskStatus === 'RUNNING') return { className: 'running', text: '执行中' }
+
+  // 3. 最后根据 item 本身的 success 标识兜底
+  if (item.success) return { className: 'success', text: '已完成' }
+  return { className: 'failed', text: '失败' }
 }
 
 function stopPolling() {
@@ -597,8 +669,12 @@ async function loadHistory() {
     const response = await getDeleteBrandHistory()
     historyItems.value = normalizeDeleteBrandItems(response.items || [])
     syncResultState()
-  } catch {
-    // ignore history load errors
+    
+    // 关键：页面加载历史后，立刻拉取详情触发状态机
+    await refreshTaskDetails()
+    ensurePolling(true)
+  } catch (err) {
+    console.error('loadHistory error:', err)
   }
 }
 
@@ -712,6 +788,7 @@ onUnmounted(() => {
 .status { padding: 4px 10px; border-radius: 6px; font-size: 12px; white-space: nowrap; }
 .status.success { background: rgba(46, 204, 113, 0.18); color: #2ecc71; }
 .status.failed { background: rgba(231, 76, 60, 0.18); color: #ff6b6b; }
+.status.running { background: rgba(52, 152, 219, 0.18); color: #3498db; }
 .download { padding: 6px 10px; border-radius: 6px; font-size: 12px; background: rgba(52, 152, 219, 0.18); color: #69b6ff; }
 .download:hover { background: rgba(52, 152, 219, 0.28); }
 .btn-delete { padding: 6px 10px; border-radius: 6px; font-size: 12px; background: rgba(231, 76, 60, 0.12); color: #ff8f8f; }
diff --git a/frontend-vue/src/shared/api/java-modules.ts b/frontend-vue/src/shared/api/java-modules.ts
index 0a7f035..417ef05 100644
--- a/frontend-vue/src/shared/api/java-modules.ts
+++ b/frontend-vue/src/shared/api/java-modules.ts
@@ -229,6 +229,7 @@ export interface DeleteBrandResultItem {
   previewRows?: DeleteBrandPreviewRow[]
   success: boolean
   error?: string
+  taskStatus?: string
 }
 
 export interface DeleteBrandRunVo {