diff --git a/maven-cw-elevator-application/cw-elevator-application-service/src/main/java/cn/cloudwalk/elevator/passrule/impl/ImageRuleRefServiceImpl.java b/maven-cw-elevator-application/cw-elevator-application-service/src/main/java/cn/cloudwalk/elevator/passrule/impl/ImageRuleRefServiceImpl.java
index 6049e251..f7933493 100644
--- a/maven-cw-elevator-application/cw-elevator-application-service/src/main/java/cn/cloudwalk/elevator/passrule/impl/ImageRuleRefServiceImpl.java
+++ b/maven-cw-elevator-application/cw-elevator-application-service/src/main/java/cn/cloudwalk/elevator/passrule/impl/ImageRuleRefServiceImpl.java
@@ -11,6 +11,7 @@ import cn.cloudwalk.client.cwoscomponent.intelligent.imagestore.result.ImgStoreP
 import cn.cloudwalk.client.cwoscomponent.intelligent.imagestore.service.ImageStorePersonService;
 import cn.cloudwalk.client.cwoscomponent.intelligent.imagestore.service.ImageStoreService;
 import cn.cloudwalk.client.cwoscomponent.intelligent.label.param.LabelDetailParam;
+import cn.cloudwalk.client.cwoscomponent.intelligent.label.param.LabelQueryParam;
 import cn.cloudwalk.client.cwoscomponent.intelligent.label.result.LabelDetailResult;
 import cn.cloudwalk.client.cwoscomponent.intelligent.label.result.LabelResult;
 import cn.cloudwalk.client.cwoscomponent.intelligent.label.service.LabelService;
@@ -321,13 +322,9 @@ public class ImageRuleRefServiceImpl extends AbstractAcsPassService implements I
                 (ImageRuleRefDetailResult)BeanCopyUtils.copyProperties(byId, ImageRuleRefDetailResult.class);
             result.setRuleName(byId.getName());
             if (!CollectionUtils.isEmpty(includeLabels)) {
+                Map<String, LabelDetailResult> labelById = loadLabelDetailMap(context);
                 List<LabelDetailResult> labelDetailResultList = new ArrayList<>();
-                for (String label : includeLabels) {
-                    LabelDetailParam labelDetailParam = new LabelDetailParam();
-                    labelDetailParam.setId(label);
-                    CloudwalkResult<LabelDetailResult> detail = this.labelService.detail(labelDetailParam, context);
-                    labelDetailResultList.add(detail.getData());
-                }
+                fillLabelDetailsFromMap(includeLabels, labelById, labelDetailResultList, context);
                 result.setIncludeLabels(labelDetailResultList);
             }
             if (!CollectionUtils.isEmpty(includeOrganizations)) {
@@ -613,6 +610,7 @@ public class ImageRuleRefServiceImpl extends AbstractAcsPassService implements I
         if (CollectionUtils.isEmpty(datas)) {
             return detailResultList;
         }
+        Map<String, LabelDetailResult> labelById = loadLabelDetailMap(context);
         List<String> personSum =
             this.imageRuleRefDao.countPersonIdByZoneId(((ImageRuleRefResultDto)datas.get(0)).getZoneId());
         for (ImageRuleRefResultDto data : datas) {
@@ -662,12 +660,7 @@ public class ImageRuleRefServiceImpl extends AbstractAcsPassService implements I
                     }
                     if (!CollectionUtils.isEmpty(includeLabels)) {
                         List<LabelDetailResult> labelDetailResultList = new ArrayList<>();
-                        for (String label : includeLabels) {
-                            LabelDetailParam param = new LabelDetailParam();
-                            param.setId(label);
-                            CloudwalkResult<LabelDetailResult> detail = this.labelService.detail(param, context);
-                            labelDetailResultList.add(detail.getData());
-                        }
+                        fillLabelDetailsFromMap(includeLabels, labelById, labelDetailResultList, context);
                         detailResult.setIncludeLabels(labelDetailResultList);
                     }
                     if (!CollectionUtils.isEmpty(includeOrganizations)) {
@@ -684,6 +677,44 @@ public class ImageRuleRefServiceImpl extends AbstractAcsPassService implements I
         return detailResultList;
     }
 
+    /**
+     * 一次 {@link LabelService#getAll} 建 id→详情索引，避免规则详情/分页组装时对 {@link LabelService#detail} 的 N 次远程调用。
+     * 若某 id 不在全量列表中（数据不同步），回退单次 detail。
+     */
+    private Map<String, LabelDetailResult> loadLabelDetailMap(CloudwalkCallContext context) throws ServiceException {
+        CloudwalkResult<List<LabelDetailResult>> all = this.labelService.getAll(new LabelQueryParam(), context);
+        if (all == null || !all.isSuccess() || all.getData() == null) {
+            return Collections.emptyMap();
+        }
+        Map<String, LabelDetailResult> map = new HashMap<>(Math.max(16, all.getData().size() * 2));
+        for (LabelDetailResult row : all.getData()) {
+            if (row != null && row.getId() != null) {
+                map.put(row.getId(), row);
+            }
+        }
+        return map;
+    }
+
+    private void fillLabelDetailsFromMap(List<String> labelIds, Map<String, LabelDetailResult> labelById,
+        List<LabelDetailResult> out, CloudwalkCallContext context) throws ServiceException {
+        if (CollectionUtils.isEmpty(labelIds)) {
+            return;
+        }
+        for (String labelId : labelIds) {
+            LabelDetailResult cached = (labelById != null) ? labelById.get(labelId) : null;
+            if (cached != null) {
+                out.add(cached);
+                continue;
+            }
+            LabelDetailParam p = new LabelDetailParam();
+            p.setId(labelId);
+            CloudwalkResult<LabelDetailResult> detail = this.labelService.detail(p, context);
+            if (detail != null && detail.isSuccess() && detail.getData() != null) {
+                out.add(detail.getData());
+            }
+        }
+    }
+
     private CloudwalkPageAble<ImageStorePersonResult> getImageStorePerson(AcsPersonQueryParam param,
         CloudwalkPageInfo pageInfo, CloudwalkCallContext context) throws ServiceException {
         CloudwalkPageAble<ImageStorePersonResult> results = new CloudwalkPageAble();