diff --git a/src/main/java/com/project/appeal/domain/dto/AppealDTO.java b/src/main/java/com/project/appeal/domain/dto/AppealDTO.java
index c980698..3452279 100644
--- a/src/main/java/com/project/appeal/domain/dto/AppealDTO.java
+++ b/src/main/java/com/project/appeal/domain/dto/AppealDTO.java
@@ -20,6 +20,8 @@ public class AppealDTO extends BaseDTO {
     private Long questionId;
     private String questionContent; //题干
     private Integer questionSort; //题号
+    private String questionTypeText; //题型
+    private Integer questionType;//题型
     private String kpContentsStr; //知识点文本
     private List<Long> kpIdList;
     private String rightAnswer;//正确答案
diff --git a/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java b/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java
index 9069f2a..6370171 100644
--- a/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java
+++ b/src/main/java/com/project/appeal/domain/service/Impl/SearchAppealDomainServiceImpl.java
@@ -127,6 +127,8 @@ public class SearchAppealDomainServiceImpl implements SearchAppealDomainService
                 appealDTO.setScoreStr(scoreStr);
 
                 appealDTO.setQuestionContent(questionDetail.getQuestionContent());
+                appealDTO.setQuestionType(questionDetail.getType());
+                appealDTO.setQuestionTypeText(Objects.requireNonNull(QuestionTypeEnum.findByValue(questionDetail.getType())).getDescription());
                 appealDTO.setKpIdList(questionEntity.getKpIdList());
                 kpIdSet.addAll(questionEntity.getKpIdList());
 
diff --git a/src/main/java/com/project/classicpaper/application/impl/ClassicCategoryApplicationServiceImpl.java b/src/main/java/com/project/classicpaper/application/impl/ClassicCategoryApplicationServiceImpl.java
index c851ab1..29881ca 100644
--- a/src/main/java/com/project/classicpaper/application/impl/ClassicCategoryApplicationServiceImpl.java
+++ b/src/main/java/com/project/classicpaper/application/impl/ClassicCategoryApplicationServiceImpl.java
@@ -41,30 +41,26 @@ public class ClassicCategoryApplicationServiceImpl implements ClassicCategoryApp
                 ClassicCategoryDTO::getParentId,
                 ClassicCategoryDTO::setChildrenList);
 
-        // 3. 查询所有套题组（只查必要字段），同时用于统计数量和填充列表
+        // 3. 查询套题组，统计数量和分组
         List<ClassicPaperSetEntity> allPaperSets = classicPaperSetBaseService.lambdaQuery()
-                .select(ClassicPaperSetEntity::getClassicCategoryId,ClassicPaperSetEntity::getId, ClassicPaperSetEntity::getName)
-                .orderByDesc(ClassicPaperSetEntity::getId)
-                .list();
+                .select(ClassicPaperSetEntity::getClassicCategoryId, ClassicPaperSetEntity::getId, ClassicPaperSetEntity::getName)
+                .orderByDesc(ClassicPaperSetEntity::getId).list();
         Map<Long, Integer> countMap = new HashMap<>();
+        Map<Long, List<ClassicPaperSetDTO>> paperSetMap = Boolean.TRUE.equals(withPaperSet) ? new HashMap<>() : null;
         for (ClassicPaperSetEntity set : allPaperSets) {
             Long catId = set.getClassicCategoryId();
-            if (catId != null) {
-                countMap.merge(catId, 1, Integer::sum);
+            if (catId == null) continue;
+            countMap.merge(catId, 1, Integer::sum);
+            if (paperSetMap != null) {
+                //按分类ID分组套题组
+                paperSetMap.computeIfAbsent(catId, k -> new ArrayList<>()).add(set.toDTO(ClassicPaperSetDTO::new));
             }
         }
 
         // 4. 注入 paperSetCount 到树节点
         injectPaperSetCount(tree, countMap);
-
-        if (Boolean.TRUE.equals(withPaperSet)) {
-            // 5. 按分类ID分组套题组
-            Map<Long, List<ClassicPaperSetDTO>> paperSetMap = allPaperSets.stream()
-                    .filter(s -> s.getClassicCategoryId() != null)
-                    .map(s -> s.toDTO(ClassicPaperSetDTO::new))
-                    .collect(Collectors.groupingBy(ClassicPaperSetDTO::getClassicCategoryId));
-
-            // 6. 注入套题组到二级分类
+        if (paperSetMap != null){
+            // 5. 注入套题组到二级分类
             injectPaperList(tree, paperSetMap);
         }