diff --git a/src/main/java/com/example/exam/exam/mapper/EducationPaperMapper.java b/src/main/java/com/example/exam/exam/mapper/EducationPaperMapper.java
index f5092e5..20614d1 100644
--- a/src/main/java/com/example/exam/exam/mapper/EducationPaperMapper.java
+++ b/src/main/java/com/example/exam/exam/mapper/EducationPaperMapper.java
@@ -4,15 +4,16 @@ import com.example.exam.exam.dal.ExamQuestion;
 import org.apache.ibatis.annotations.Mapper;
 
 import java.util.List;
+
 @Mapper
 public interface EducationPaperMapper {
     /**
      * 根据试卷id返回 该试卷下的试题和试题答案 按顺序
+     *
      * @param paperId
      * @return
      */
     List<ExamQuestion> selectPaperQuByPaperId(String paperId);
 
 
-
 }
diff --git a/src/main/java/com/example/exam/exam/service/autoForEmailSetting/AutoForWinEmailSettingServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoForEmailSetting/AutoForWinEmailSettingServiceImpl.java
index 2cd432b..56b54c8 100644
--- a/src/main/java/com/example/exam/exam/service/autoForEmailSetting/AutoForWinEmailSettingServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoForEmailSetting/AutoForWinEmailSettingServiceImpl.java
@@ -6,11 +6,13 @@ import com.example.exam.exam.mapper.EducationPaperMapper;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.utils.HtmlAppender;
 import com.example.exam.exam.utils.c.LogFileUtils;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import jakarta.annotation.Resource;
@@ -36,8 +38,10 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
-    @Autowired
-    private EducationPaperMapper educationPaperMapper;
+    @Resource
+    EducationPaperMapper educationPaperMapper;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     /**
      * 自动判题邮箱
@@ -124,7 +128,7 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
                 File jsonFile = new File(file.getPath());
                 ObjectMapper objectMapper = new ObjectMapper();
                 if (jsonFile.exists()) {
-                    Double oneScore = 0.0;
+                    double oneScore = 0.0;
                     String quId = file.getName().split("@")[0];
                     List<EducationPaperQu> educationPaperQus = educationPaperQuMapper.selectPaperQuListByPaperId(stuInfoVo.getPaperId());
                     Optional<EducationPaperQu> resultss = educationPaperQus.stream().filter(entry -> entry.getQuId().equals(quId))
@@ -136,6 +140,7 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
                     List<EducationPaperScheme> educationPaperSchemeList = educationPaperSchemeMapper.selectEducationPaperTaskByPaperId(stuInfoVo.getPaperId());
                     Optional<EducationPaperScheme> result = educationPaperSchemeList.stream().filter(quLists -> quLists.getSpName().equals("邮箱")).findFirst();
                     String quScore = result.get().getQuScores();
+                    String taskId = result.get().getTaskId();
                     // 根据ID查询试题
                     ExamQuestion examQuestion = examQuestionService.selectExamQuestionByQuId(quId);
 
@@ -148,10 +153,10 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
                         Map<String, String> map = objectMapper.readValue(jsonText, Map.class);
 
                         String judgementStr = "<p>-----------------------------------------------------------</p>";
-                        judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                        judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                        judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                        judgementStr += "<h2>试题名称： 邮箱 </h2>";
+                        judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                        judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                        judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                        judgementStr += "<h3>试题名称： 邮箱 </h3>";
                         judgementStr += "<p>✅ 开始QQ邮箱提判分</p>";
                         // 考试进行比对
                         for (ExamQuestionAnswer questionAnswer : examQuestion.getAnswerList()) {
@@ -183,7 +188,7 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
                                 judgementStr = HtmlAppender.appendHtmlLine(judgementStr, "【❌】"+questionAnswer.getContentIn() + " 得分失败");
                             }
                         }
-                        judgementStr += "<h2>试题得分： " + oneScore + " </h2>";
+                        judgementStr += "<h3>试题得分： " + oneScore + " </h3>";
                         StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                         insertInfo.setStuId(stuInfoVo.getStuId());
                         insertInfo.setPaperId(stuInfoVo.getPaperId());
@@ -198,6 +203,18 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
                         insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                         insertInfo.setTrueScore(new BigDecimal(quScore));
                         stuPaperScoreService.insertStuPaperScore(insertInfo);
+                        // 判断是否进入错题集
+                        ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isTrue);
+                        boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                String.valueOf(stuInfoVo.getStuId()),
+                                String.valueOf(systemTenant.getId()));
+                        if (!isInsert) {
+                            if (examErrorQuestion != null) {
+                                examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                            }
+                        }
+
+                        // 关闭文件输入流
                         if (fileInputStream != null) {
                             try {
                                 fileInputStream.close();
@@ -224,16 +241,17 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
             List<EducationPaperScheme> educationPaperSchemeList = educationPaperSchemeMapper.selectEducationPaperTaskByPaperId(stuInfoVo.getPaperId());
             Optional<EducationPaperScheme> result = educationPaperSchemeList.stream().filter(quLists -> quLists.getSpName().equals("邮箱")).findFirst();
             String quScore = result.get().getQuScores();
+            String taskId = result.get().getTaskId();
             // 根据ID查询试题
             ExamQuestion examQuestion = examQuestionService.selectExamQuestionByQuId(quId);
             String judgementStr = "<p>-----------------------------------------------------------</p>";
-            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-            judgementStr += "<h2>试题名称： 邮箱 </p>";
+            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+            judgementStr += "<h3>试题名称： 邮箱 </p>";
             judgementStr += "<p>✅ 开始QQ邮箱提判分</p>";
             judgementStr += "<p>❌ 未成功检测到作答情况</p>";
-            judgementStr += "<h2>试题得分： 0分 </h2>";
+            judgementStr += "<h3>试题得分： 0分 </h3>";
             StuPaperScoreDO insertInfo = new StuPaperScoreDO();
             insertInfo.setStuId(stuInfoVo.getStuId());
             insertInfo.setPaperId(stuInfoVo.getPaperId());
@@ -247,6 +265,16 @@ public class AutoForWinEmailSettingServiceImpl implements AutoForWinEmailSetting
             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
             insertInfo.setTrueScore(new BigDecimal(quScore));
             stuPaperScoreService.insertStuPaperScore(insertInfo);
+            // 判断是否进入错题集
+            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, 1);
+            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                    String.valueOf(stuInfoVo.getStuId()),
+                    String.valueOf(systemTenant.getId()));
+            if (!isInsert) {
+                if (examErrorQuestion != null) {
+                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                }
+            }
         }
         return score.setScale(1, BigDecimal.ROUND_HALF_UP);
     }
diff --git a/src/main/java/com/example/exam/exam/service/autoForWinEdgeSetting/AutoForWinEdgeSettingServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoForWinEdgeSetting/AutoForWinEdgeSettingServiceImpl.java
index 44df093..63e32c6 100644
--- a/src/main/java/com/example/exam/exam/service/autoForWinEdgeSetting/AutoForWinEdgeSettingServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoForWinEdgeSetting/AutoForWinEdgeSettingServiceImpl.java
@@ -6,15 +6,16 @@ import com.example.exam.exam.mapper.EducationPaperMapper;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.utils.HtmlAppender;
 import com.example.exam.exam.utils.c.LogFileUtils;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import jakarta.annotation.Resource;
-import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
 
 import java.io.*;
@@ -36,8 +37,10 @@ public class AutoForWinEdgeSettingServiceImpl implements AutoForWinEdgeSettingSe
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
-    @Autowired
-    private EducationPaperMapper educationPaperMapper;
+    @Resource
+    EducationPaperMapper educationPaperMapper;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     /**
      * 自动判题Edge
@@ -124,21 +127,20 @@ public class AutoForWinEdgeSettingServiceImpl implements AutoForWinEdgeSettingSe
                 File jsonFile = new File(file.getPath());
                 ObjectMapper objectMapper = new ObjectMapper();
                 if (jsonFile.exists()) {
-                    Double oneScore = 0.0;
+                    double oneScore = 0.0;
                     String quId = file.getName().split("@")[0];
                     List<EducationPaperQu> educationPaperQus = educationPaperQuMapper.selectPaperQuListByPaperId(stuInfoVo.getPaperId());
                     Optional<EducationPaperQu> resultss = educationPaperQus.stream().filter(entry -> entry.getQuId().equals(quId))
                             .findFirst();
                     // 获取排序
                     EducationPaperQu educationPaperQu = resultss.get();
-
                     // 试题分数
                     List<EducationPaperScheme> educationPaperSchemeList = educationPaperSchemeMapper.selectEducationPaperTaskByPaperId(stuInfoVo.getPaperId());
                     Optional<EducationPaperScheme> result = educationPaperSchemeList.stream().filter(quLists -> quLists.getSpName().equals("windows网络设置")).findFirst();
                     String quScore = result.get().getQuScores();
+                    String taskId = result.get().getTaskId();
                     // 根据ID查询试题
                     ExamQuestion examQuestion = examQuestionService.selectExamQuestionByQuId(quId);
-
                     // 读取学生文件
                     try (FileInputStream fileInputStream = new FileInputStream(jsonFile)) {
                         // 读取文件并转换为 JsonNode
@@ -148,10 +150,10 @@ public class AutoForWinEdgeSettingServiceImpl implements AutoForWinEdgeSettingSe
                         Map<String, String> map = objectMapper.readValue(jsonText, Map.class);
 
                         String judgementStr = "<p>-----------------------------------------------------------</p>";
-                        judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                        judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                        judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                        judgementStr += "<h2>试题名称： windows网络设置 </h2>";
+                        judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                        judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                        judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                        judgementStr += "<h3>试题名称： windows网络设置 </h3>";
                         judgementStr += "<p>✅ 开始EDGE浏览器网络设置判分</p>";
                         // 考试进行比对
                         for (ExamQuestionAnswer questionAnswer : examQuestion.getAnswerList()) {
@@ -183,7 +185,7 @@ public class AutoForWinEdgeSettingServiceImpl implements AutoForWinEdgeSettingSe
                                 judgementStr = HtmlAppender.appendHtmlLine(judgementStr, "【❌】"+questionAnswer.getContentIn() + " 得分失败 ");
                             }
                         }
-                        judgementStr += "<h2>试题得分： " + oneScore + " </h2>";
+                        judgementStr += "<h3>试题得分： " + oneScore + " </h3>";
                         StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                         insertInfo.setStuId(stuInfoVo.getStuId());
                         insertInfo.setPaperId(stuInfoVo.getPaperId());
@@ -198,6 +200,17 @@ public class AutoForWinEdgeSettingServiceImpl implements AutoForWinEdgeSettingSe
                         insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                         insertInfo.setTrueScore(new BigDecimal(quScore));
                         stuPaperScoreService.insertStuPaperScore(insertInfo);
+                        // 判断是否进入错题集
+                        ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isTrue);
+                        boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                String.valueOf(stuInfoVo.getStuId()),
+                                String.valueOf(systemTenant.getId()));
+                        if (!isInsert) {
+                            if (examErrorQuestion != null) {
+                                examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                            }
+                        }
+                        // 关闭文件输入流
                         if (fileInputStream != null) {
                             try {
                                 fileInputStream.close();
@@ -219,21 +232,21 @@ public class AutoForWinEdgeSettingServiceImpl implements AutoForWinEdgeSettingSe
                     .findFirst();
             // 获取排序
             EducationPaperQu educationPaperQu = resultss.get();
-
             // 试题分数
             List<EducationPaperScheme> educationPaperSchemeList = educationPaperSchemeMapper.selectEducationPaperTaskByPaperId(stuInfoVo.getPaperId());
             Optional<EducationPaperScheme> result = educationPaperSchemeList.stream().filter(quLists -> quLists.getSpName().equals("windows网络设置")).findFirst();
-            String quScore = result.get().getQuScores();
+            String quScore = result.get().getQuScores(); // 分数
+            String taskId = result.get().getTaskId(); // 任务ID
             // 根据ID查询试题
             ExamQuestion examQuestion = examQuestionService.selectExamQuestionByQuId(quId);
             String judgementStr = "<p>-----------------------------------------------------------</p>";
-            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-            judgementStr += "<h2>试题名称： windows网络设置 </h2>";
+            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+            judgementStr += "<h3>试题名称： windows网络设置 </h3>";
             judgementStr += "<p>✅ 开始EDGE浏览器网络设置判分</p>";
             judgementStr += "<p>❌ 未成功检测到作答情况</p>";
-            judgementStr += "<h2>试题得分： 0分 </h2>";
+            judgementStr += "<h3>试题得分： 0分 </h3>";
             StuPaperScoreDO insertInfo = new StuPaperScoreDO();
             insertInfo.setStuId(stuInfoVo.getStuId());
             insertInfo.setPaperId(stuInfoVo.getPaperId());
@@ -247,6 +260,16 @@ public class AutoForWinEdgeSettingServiceImpl implements AutoForWinEdgeSettingSe
             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
             insertInfo.setTrueScore(new BigDecimal(quScore));
             stuPaperScoreService.insertStuPaperScore(insertInfo);
+            // 判断是否进入错题集
+            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, 1);
+            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                    String.valueOf(stuInfoVo.getStuId()),
+                    String.valueOf(systemTenant.getId()));
+            if (!isInsert) {
+                if (examErrorQuestion != null) {
+                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                }
+            }
         }
         return score.setScale(1, BigDecimal.ROUND_HALF_UP);
     }
diff --git a/src/main/java/com/example/exam/exam/service/autoforbrower/AutoForBrowerServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoforbrower/AutoForBrowerServiceImpl.java
index ca08e4e..e716456 100644
--- a/src/main/java/com/example/exam/exam/service/autoforbrower/AutoForBrowerServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoforbrower/AutoForBrowerServiceImpl.java
@@ -5,10 +5,12 @@ import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.brower.JudgementBrowerService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.service.winfile.IFileServerice;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import jakarta.annotation.Resource;
 import org.springframework.stereotype.Service;
 
@@ -34,6 +36,8 @@ public class AutoForBrowerServiceImpl implements AutoForBrowerService {
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     /**
      * 自动判题文件处理
@@ -66,23 +70,24 @@ public class AutoForBrowerServiceImpl implements AutoForBrowerService {
                     String quId = examQuestion.getQuId();
                     File[] wjFiles = stFile.listFiles();
                     for (File wjFile : wjFiles) {
-
                         // 3、根据题号进行查询试题的相关信息
                         Optional<EducationPaperScheme> result = educationPaperSchemeList.stream().filter(quLists -> quLists.getSpName().equals(name)).findFirst();
                         Optional<EducationPaperQu> results = educationPaperQus.stream().filter(quLists -> quLists.getQuId().equals(quId)).findFirst();
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
+                        String taskId = educationPaperScheme.getTaskId();
                         String judgementStr = "<p>-----------------------------------------------------------</p>";
-                        judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                        judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                        judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                        judgementStr += "<h2>试题名称：" + name + "</h2>";
-                        judgementStr += "<p>✅ 开始网络题判分</p>";
+
+                        judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                        judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                        judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                        judgementStr += "<h3>试题名称：" + name + "</h3>";
+                        judgementStr += "<p>✅ 开始网络提判分</p>";
                         SourceAndText cpojo = judgementBrowerService.Judgement(Double.parseDouble(quScore), stFile, examQuestion, judgementStr);
                         score = score.add(new BigDecimal(cpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                         judgementStr = cpojo.getText();
-                        judgementStr += "<h2>试题得分：" + cpojo.getScore() + "</h2>";
+                        judgementStr += "<h3>试题得分：" + cpojo.getScore() + "</h3>";
                         // 4、需要更新学生试题得分
                         StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                         insertInfo.setStuId(stuInfoVo.getStuId());
@@ -97,6 +102,17 @@ public class AutoForBrowerServiceImpl implements AutoForBrowerService {
                         insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                         insertInfo.setIsTrue(cpojo.getScore() == 0 ? 1 : cpojo.getScore() == Double.parseDouble(quScore) ? 0 : 2);
                         stuPaperScoreService.insertStuPaperScore(insertInfo);
+                        // 判断是否进入错题集
+                        int isError = cpojo.getScore() == 0 ? 1 : cpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                        ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                        boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                String.valueOf(stuInfoVo.getStuId()),
+                                String.valueOf(systemTenant.getId()));
+                        if (!isInsert) {
+                            if (examErrorQuestion != null) {
+                                examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                            }
+                        }
                         break;
                     }
                 }
diff --git a/src/main/java/com/example/exam/exam/service/autoforc/AutoForCServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoforc/AutoForCServiceImpl.java
index 15e145e..504fbf7 100644
--- a/src/main/java/com/example/exam/exam/service/autoforc/AutoForCServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoforc/AutoForCServiceImpl.java
@@ -5,16 +5,20 @@ import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
-import com.example.exam.exam.utils.HtmlAppender;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
+import com.example.exam.exam.utils.snowflake.SnowflakeId;
 import jakarta.annotation.Resource;
+import org.springframework.beans.BeanUtils;
 import org.springframework.stereotype.Service;
 
 import java.io.File;
 import java.io.IOException;
 import java.math.BigDecimal;
+import java.time.LocalDateTime;
 import java.util.List;
 import java.util.Optional;
 
@@ -33,6 +37,8 @@ public class AutoForCServiceImpl implements AutoForCService {
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     /**
      * 自动判题C语言
@@ -71,19 +77,20 @@ public class AutoForCServiceImpl implements AutoForCService {
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
+                        String taskId = educationPaperScheme.getTaskId();
                         if (wjFile.getName().contains(".c")) {
                             String judgementStr = "<p>-----------------------------------------------------------</p>";
-                            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                            judgementStr += "<h2>试题名称：" + name + "</h2>";
+                            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                            judgementStr += "<h3>试题名称：" + name + "</h3>";
                             judgementStr += "<p>✅ 开始C语言编程题判分</p>";
                             // 获取不带文件名称的路径
                             String filePaths = wjFile.getParent();
                             SourceAndText cpojo = judgementService.ProgrammingC(Double.parseDouble(quScore), filePaths, wjFile.getName(), examQuestion, judgementStr);
                             judgementStr = cpojo.getText();
                             BigDecimal dangSource = new BigDecimal(cpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP);
-                            judgementStr += "<h2>试题得分：" + dangSource + "</h2>";
+                            judgementStr += "<h3>试题得分：" + dangSource + "</h3>";
                             // 4、需要更新学生试题得分，首先需要查询试题的数据库是否保存信息
                             score = score.add(new BigDecimal(cpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                             // 直接进行新增，不需要进行更新
@@ -100,6 +107,17 @@ public class AutoForCServiceImpl implements AutoForCService {
                             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                             insertInfo.setIsTrue(cpojo.getScore() == 0 ? 1 : cpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2);
                             stuPaperScoreService.insertStuPaperScore(insertInfo);
+                            // 判断是否进入错题集
+                            int isError = cpojo.getScore() == 0 ? 1 : cpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                    String.valueOf(stuInfoVo.getStuId()),
+                                    String.valueOf(systemTenant.getId()));
+                            if (!isInsert) {
+                                if (examErrorQuestion != null) {
+                                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                                }
+                            }
                             break;
                         }
                     }
diff --git a/src/main/java/com/example/exam/exam/service/autoforchoice/AutoForChoiceServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoforchoice/AutoForChoiceServiceImpl.java
index 3034ede..d5712fe 100644
--- a/src/main/java/com/example/exam/exam/service/autoforchoice/AutoForChoiceServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoforchoice/AutoForChoiceServiceImpl.java
@@ -6,10 +6,12 @@ import com.example.exam.exam.mapper.EducationPaperMapper;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.utils.c.LogFileUtils;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.fasterxml.jackson.databind.ObjectWriter;
@@ -36,8 +38,10 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
-    @Autowired
-    private EducationPaperMapper educationPaperMapper;
+    @Resource
+    EducationPaperMapper educationPaperMapper;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     /**
      * 自动判题选择题
@@ -65,7 +69,7 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
     @Override
     public Double autoForChoice(StuInfoVo stuInfoVo) throws IOException {
         SystemTenant systemTenant = systemTenantService.getId(stuInfoVo.getSchoolName());
-        Double score = 0.0;
+        double score = 0.0;
         // 文件路径
         String filePath = stuInfoVo.getFilePath() + "/Choice.json";
         // 读取JSON文件
@@ -75,6 +79,7 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
         List<EducationPaperScheme> educationPaperSchemeList = educationPaperSchemeMapper.selectEducationPaperTaskByPaperId(stuInfoVo.getPaperId());
         Optional<EducationPaperScheme> result = educationPaperSchemeList.stream().filter(quLists -> quLists.getSpName().equals("选择题")).findFirst();
         String quScore = result.get().getQuScores();
+        String taskId = result.get().getTaskId();
         List<EducationPaperQu> educationPaperQus = educationPaperQuMapper.selectPaperQuListByPaperId(stuInfoVo.getPaperId());
         // 获取Paper下的所有选择题ID
         List<ExamQuestion> examQuestions = educationPaperMapper.selectPaperQuByPaperId(stuInfoVo.getPaperId());
@@ -122,22 +127,22 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
                             stuAnswerSort = convertToLetter(resultAnswer.get().getSort());
                         }
                         String judgementStr = "<p>-----------------------------------------------------------</p>";
-                        judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                        judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                        judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                        judgementStr += "<h2>试题名称： 选择题 </h2>";
+                        judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                        judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                        judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                        judgementStr += "<h3>试题名称： 选择题 </h3>";
                         judgementStr += "<p>学生答案：" + stuAnswerSort + "</p>";
                         judgementStr += "<p>正确答案：" + trueAbswerSort + "</p>";
                         boolean isRight = false;
                         // 开始判断学生的答案是否正确
                         if (stuAnswerId.equals(trueAnswerId)) {
                             // 正确
-                            judgementStr += "<h2>得分：" + Double.parseDouble(quScore) + "</h2>";
+                            judgementStr += "<h3>得分：" + Double.parseDouble(quScore) + "</h3>";
                             isRight = true;
                             score += Double.parseDouble(quScore);
                         } else {
                             // 不正确
-                            judgementStr += "<h2>得分：0 </h2>";
+                            judgementStr += "<h3>得分：0 </h3>";
                             isRight = false;
                         }
                         StuPaperScoreDO insertInfo = new StuPaperScoreDO();
@@ -153,6 +158,17 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
                         insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                         insertInfo.setTrueScore(new BigDecimal(quScore));
                         stuPaperScoreService.insertStuPaperScore(insertInfo);
+                        // 判断是否进入错题集
+                        int isError = isRight ? 0 : 1;
+                        ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                        boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                String.valueOf(stuInfoVo.getStuId()),
+                                String.valueOf(systemTenant.getId()));
+                        if (!isInsert) {
+                            if (examErrorQuestion != null) {
+                                examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                            }
+                        }
                     } else {
                         // 根据ID查询试题
                         ExamQuestion examQuestion = examQuestionService.selectExamQuestionByQuId(quId);
@@ -165,13 +181,13 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
                         }
                         // 没有找到作答情况直接该题判0分
                         String judgementStr = "<p>-----------------------------------------------------------</p>";
-                        judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                        judgementStr += "<h2试题编号：" + examQuestion.getQuNum() + "</h2>";
-                        judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                        judgementStr += "<h2>试题名称： 选择题 </h2>";
+                        judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                        judgementStr += "<h2试题编号：" + examQuestion.getQuNum() + "</h3>";
+                        judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                        judgementStr += "<h3>试题名称： 选择题 </h3>";
                         judgementStr += "<p>学生答案： 未作答 </p>";
                         judgementStr += "<p>正确答案：" + trueAbswerSort + "</p>";
-                        judgementStr += "<h2>得分：0 </h2>";
+                        judgementStr += "<h3>得分：0 </h3>";
                         StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                         insertInfo.setStuId(stuInfoVo.getStuId());
                         insertInfo.setPaperId(stuInfoVo.getPaperId());
@@ -185,6 +201,16 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
                         insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                         insertInfo.setTrueScore(new BigDecimal(quScore));
                         stuPaperScoreService.insertStuPaperScore(insertInfo);
+                        // 判断是否进入错题集
+                        ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, 1);
+                        boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                String.valueOf(stuInfoVo.getStuId()),
+                                String.valueOf(systemTenant.getId()));
+                        if (!isInsert) {
+                            if (examErrorQuestion != null) {
+                                examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                            }
+                        }
                     }
                 }
                 if (fileInputStream != null) {
@@ -215,13 +241,13 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
                 EducationPaperQu educationPaperQu = resultss.get();
                 // 没有找到作答情况直接该题判0分
                 String judgementStr = "<p>-----------------------------------------------------------</p>";
-                judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                judgementStr += "<h2p>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                judgementStr += "<h2>试题名称： 选择题 </h2>";
+                judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                judgementStr += "<h2p>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                judgementStr += "<h3>试题名称： 选择题 </h3>";
                 judgementStr += "<p>学生答案： 未作答 </p>";
                 judgementStr += "<p>正确答案：" + trueAbswerSort + "</p>";
-                judgementStr += "<h2>得分：0 </p>";
+                judgementStr += "<h3>得分：0 </p>";
                 StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                 insertInfo.setStuId(stuInfoVo.getStuId());
                 insertInfo.setPaperId(stuInfoVo.getPaperId());
@@ -235,6 +261,16 @@ public class AutoForChoiceServiceImpl implements AutoForChoiceService {
                 insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                 insertInfo.setTrueScore(new BigDecimal(quScore));
                 stuPaperScoreService.insertStuPaperScore(insertInfo);
+                // 判断是否进入错题集
+                ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, 1);
+                boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                        String.valueOf(stuInfoVo.getStuId()),
+                        String.valueOf(systemTenant.getId()));
+                if (!isInsert) {
+                    if (examErrorQuestion != null) {
+                        examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                    }
+                }
             }
         }
         return score;
diff --git a/src/main/java/com/example/exam/exam/service/autoforfile/AutoForFileServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoforfile/AutoForFileServiceImpl.java
index 670fd86..9563edf 100644
--- a/src/main/java/com/example/exam/exam/service/autoforfile/AutoForFileServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoforfile/AutoForFileServiceImpl.java
@@ -5,12 +5,14 @@ import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.mysql.IMysqlLocalService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.service.winfile.IFileServerice;
 import com.example.exam.exam.utils.c.LogFileUtils;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import jakarta.annotation.Resource;
 import org.springframework.stereotype.Service;
@@ -40,6 +42,8 @@ public class AutoForFileServiceImpl implements AutoForFileService {
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     /**
      * 自动判题文件处理
@@ -79,16 +83,17 @@ public class AutoForFileServiceImpl implements AutoForFileService {
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
+                        String taskId = educationPaperScheme.getTaskId();
                         String judgementStr = "<p>-----------------------------------------------------------</p>";
-                        judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                        judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                        judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                        judgementStr += "<h2>试题名称：" + name + "</h2>";
+                        judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                        judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                        judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                        judgementStr += "<h3>试题名称：" + name + "</h3>";
                         judgementStr += "<p>✅ 开始文件题判分</p>";
                         SourceAndText cpojo = fileServerice.Judgement(Double.parseDouble(quScore), stFile, examQuestion, judgementStr);
                         score = score.add(new BigDecimal(cpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                         judgementStr = cpojo.getText();
-                        judgementStr += "<h2>试题得分：" + cpojo.getScore() + "</h2>";
+                        judgementStr += "<h3>试题得分：" + cpojo.getScore() + "</h3>";
                         // 4、需要更新学生试题得分
                         StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                         insertInfo.setStuId(stuInfoVo.getStuId());
@@ -103,6 +108,17 @@ public class AutoForFileServiceImpl implements AutoForFileService {
                         insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                         insertInfo.setIsTrue(cpojo.getScore() == 0 ? 1 : cpojo.getScore() == Double.parseDouble(quScore) ? 0 : 2);
                         stuPaperScoreService.insertStuPaperScore(insertInfo);
+                        // 判断是否进入错题集
+                        int isError = cpojo.getScore() == 0 ? 1 : cpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                        ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                        boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                String.valueOf(stuInfoVo.getStuId()),
+                                String.valueOf(systemTenant.getId()));
+                        if (!isInsert) {
+                            if (examErrorQuestion != null) {
+                                examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                            }
+                        }
                         break;
                     }
                 }
diff --git a/src/main/java/com/example/exam/exam/service/autoformysql/AutoForMysqlServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoformysql/AutoForMysqlServiceImpl.java
index f905ac8..13c7b7b 100644
--- a/src/main/java/com/example/exam/exam/service/autoformysql/AutoForMysqlServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoformysql/AutoForMysqlServiceImpl.java
@@ -5,10 +5,12 @@ import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.mysql.IMysqlLocalService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import jakarta.annotation.Resource;
 import org.springframework.stereotype.Service;
 
@@ -34,6 +36,8 @@ public class AutoForMysqlServiceImpl implements AutoForMysqlService {
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     /**
      * 自动判题C语言
@@ -75,18 +79,18 @@ public class AutoForMysqlServiceImpl implements AutoForMysqlService {
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
+                        String taskId = educationPaperScheme.getTaskId();
                         if (wjFile.getName().contains(".sql")) {
-
                             String judgementStr = "<p>-----------------------------------------------------------</p>";
-                            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                            judgementStr += "<h2>试题名称：" + name + "</h2>";
+                            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                            judgementStr += "<h3>试题名称：" + name + "</h3>";
                             judgementStr += "<p>✅ 开始MYSQL判分</p>";
                             SourceAndText cpojo = mysqlLocalService.Judgement(Double.parseDouble(quScore), stFile, examQuestion, judgementStr);
                             score = score.add(new BigDecimal(cpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                             judgementStr = cpojo.getText();
-                            judgementStr += "<h2>试题得分：" + cpojo.getScore() + "</h2>";
+                            judgementStr += "<h3>试题得分：" + cpojo.getScore() + "</h3>";
                             // 4、需要更新学生试题得分
                             StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                             insertInfo.setStuId(stuInfoVo.getStuId());
@@ -101,7 +105,17 @@ public class AutoForMysqlServiceImpl implements AutoForMysqlService {
                             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                             insertInfo.setIsTrue(cpojo.getScore() == 0 ? 1 : cpojo.getScore() == Double.parseDouble(quScore) ? 0 : 2);
                             stuPaperScoreService.insertStuPaperScore(insertInfo);
-                            System.out.println(judgementStr);
+                            // 判断是否进入错题集
+                            int isError = cpojo.getScore() == 0 ? 1 : cpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                    String.valueOf(stuInfoVo.getStuId()),
+                                    String.valueOf(systemTenant.getId()));
+                            if (!isInsert) {
+                                if (examErrorQuestion != null) {
+                                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                                }
+                            }
                         }
                         break;
                     }
diff --git a/src/main/java/com/example/exam/exam/service/autoforps/AutoForPsServiceImpl.java b/src/main/java/com/example/exam/exam/service/autoforps/AutoForPsServiceImpl.java
index 8767b38..b5f568e 100644
--- a/src/main/java/com/example/exam/exam/service/autoforps/AutoForPsServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/autoforps/AutoForPsServiceImpl.java
@@ -4,11 +4,13 @@ import com.example.exam.exam.controller.auto.vo.StuInfoVo;
 import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.mysql.IMysqlLocalService;
 import com.example.exam.exam.service.ps.PsService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import jakarta.annotation.Resource;
 import org.springframework.stereotype.Service;
 
@@ -33,6 +35,8 @@ public class AutoForPsServiceImpl implements AutoForPsService {
     StuPaperScoreService stuPaperScoreService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     @Override
     public BigDecimal autoForPs(StuInfoVo stuInfoVo) throws IOException {
@@ -66,18 +70,20 @@ public class AutoForPsServiceImpl implements AutoForPsService {
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
+                        String taskId = educationPaperScheme.getTaskId();
                         if (wjFile.getName().contains("原始")) {
                             String filePaths = wjFile.getParent();
                             String judgementStr = "<p>-----------------------------------------------------------</p>";
-                            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                            judgementStr += "<h2>试题名称：" + name + "</h2>";
-                            judgementStr += "<p>✅ 开始PS判分</p>";
+
+                            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                            judgementStr += "<h3>试题名称：" + name + "</h3>";
+                            judgementStr += "<p>✅ 开始QQ邮箱提判分</p>";
                             SourceAndText wordpojo = psService.Judgement(Double.parseDouble(quScore), filePaths, wjFile.getPath(), examQuestion, judgementStr);
                             score = score.add(new BigDecimal(wordpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                             judgementStr = wordpojo.getText();
-                            judgementStr += "<h2>试题得分：" + wordpojo.getScore() + "</h2>";
+                            judgementStr += "<h3>试题得分：" + wordpojo.getScore() + "</h3>";
                             // 4、需要更新学生试题得分
                             StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                             insertInfo.setStuId(stuInfoVo.getStuId());
@@ -92,6 +98,17 @@ public class AutoForPsServiceImpl implements AutoForPsService {
                             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                             insertInfo.setIsTrue(wordpojo.getScore() == 0 ? 1 : wordpojo.getScore() == Double.parseDouble(quScore) ? 0 : 2);
                             stuPaperScoreService.insertStuPaperScore(insertInfo);
+                            // 判断是否进入错题集
+                            int isError = wordpojo.getScore() == 0 ? 1 : wordpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                    String.valueOf(stuInfoVo.getStuId()),
+                                    String.valueOf(systemTenant.getId()));
+                            if (!isInsert) {
+                                if (examErrorQuestion != null) {
+                                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                                }
+                            }
                             break;
                         }
                     }
diff --git a/src/main/java/com/example/exam/exam/service/wpsexcel/excel/JudgementForExcelServiceImpl.java b/src/main/java/com/example/exam/exam/service/wpsexcel/excel/JudgementForExcelServiceImpl.java
index 7e3162d..c792ab1 100644
--- a/src/main/java/com/example/exam/exam/service/wpsexcel/excel/JudgementForExcelServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/wpsexcel/excel/JudgementForExcelServiceImpl.java
@@ -6,10 +6,12 @@ import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.service.wpsexcel.JudgementWpsExcelService;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import jakarta.annotation.Resource;
 import org.springframework.stereotype.Service;
 
@@ -38,6 +40,8 @@ public class JudgementForExcelServiceImpl implements JudgementForExcelService {
     JudgementWpsExcelService judgementWpsExcelService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     @Override
     public BigDecimal autoForWpsExcel(StuInfoVo stuInfoVo) throws Exception {
@@ -70,19 +74,19 @@ public class JudgementForExcelServiceImpl implements JudgementForExcelService {
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
-                        System.out.println(wjFile.getName());
+                        String taskId = educationPaperScheme.getTaskId();
                         if (wjFile.getName().contains("文档")) {
                             String judgementStr = "<p>-----------------------------------------------------------</p>";
-                            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                            judgementStr += "<h2>试题名称：" + name + "</h2>";
+                            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                            judgementStr += "<h3>试题名称：" + name + "</h3>";
                             judgementStr += "<p>✅ 开始WPS_EXCEL判分</p>";
                             SourceAndText excelpojo = judgementWpsExcelService.judgementWpsXlsx(Double.parseDouble(quScore), wjFile.getPath(), wjFile.getPath(), examQuestion, judgementStr);
                             score = score.add(new BigDecimal(excelpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                             judgementStr = excelpojo.getText();
                             BigDecimal dangSource = new BigDecimal(excelpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP);
-                            judgementStr += "<h2>试题得分：" + dangSource + "</h2>";
+                            judgementStr += "<h3>试题得分：" + dangSource + "</h3>";
                             // 4、需要新增生试题得分
                             StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                             insertInfo.setStuId(stuInfoVo.getStuId());
@@ -97,6 +101,17 @@ public class JudgementForExcelServiceImpl implements JudgementForExcelService {
                             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                             insertInfo.setIsTrue(excelpojo.getScore() == 0 ? 1 : excelpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2);
                             stuPaperScoreService.insertStuPaperScore(insertInfo);
+                            // 判断是否进入错题集
+                            int isError = excelpojo.getScore() == 0 ? 1 : excelpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                    String.valueOf(stuInfoVo.getStuId()),
+                                    String.valueOf(systemTenant.getId()));
+                            if (!isInsert) {
+                                if (examErrorQuestion != null) {
+                                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                                }
+                            }
                             break;
                         }
                     }
diff --git a/src/main/java/com/example/exam/exam/service/wpspptx/pptx/JudgementForPptxServiceImpl.java b/src/main/java/com/example/exam/exam/service/wpspptx/pptx/JudgementForPptxServiceImpl.java
index 393ade1..315751f 100644
--- a/src/main/java/com/example/exam/exam/service/wpspptx/pptx/JudgementForPptxServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/wpspptx/pptx/JudgementForPptxServiceImpl.java
@@ -6,12 +6,12 @@ import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.service.wpspptx.JudgementWpsPptxService;
-import com.example.exam.exam.service.wpsword.JudgementWpsWordService;
-import com.example.exam.exam.service.wpsword.word.JudgementForWordService;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
 import jakarta.annotation.Resource;
 import org.springframework.stereotype.Service;
 
@@ -40,6 +40,8 @@ public class JudgementForPptxServiceImpl implements JudgementForPptxService {
     JudgementWpsPptxService judgementWpsPptxService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
 
     @Override
     public BigDecimal autoForWpsPptx(StuInfoVo stuInfoVo) throws Exception {
@@ -72,18 +74,19 @@ public class JudgementForPptxServiceImpl implements JudgementForPptxService {
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
+                        String taskId = educationPaperScheme.getTaskId();
                         if (wjFile.getName().contains("文档")) {
                             String judgementStr = "<p>-----------------------------------------------------------</p>";
-                            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                            judgementStr += "<h2>试题名称：" + name + "</h2>";
+                            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                            judgementStr += "<h3>试题名称：" + name + "</h3>";
                             judgementStr += "<p>✅ 开始WPS_PPTX判分</p>";
                             SourceAndText pptxpojo = judgementWpsPptxService.judgementWpsPptx(Double.parseDouble(quScore), wjFile.getPath(), wjFile.getPath(), examQuestion, judgementStr);
                             score = score.add(new BigDecimal(pptxpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                             judgementStr = pptxpojo.getText();
                             BigDecimal dangSource = new BigDecimal(pptxpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP);
-                            judgementStr += "<h2>试题得分：" + dangSource + "</h2>";
+                            judgementStr += "<h3>试题得分：" + dangSource + "</h3>";
                             // 4、需要新增生试题得分
                             StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                             insertInfo.setStuId(stuInfoVo.getStuId());
@@ -98,6 +101,17 @@ public class JudgementForPptxServiceImpl implements JudgementForPptxService {
                             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                             insertInfo.setIsTrue(pptxpojo.getScore() == 0 ? 1 : pptxpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2);
                             stuPaperScoreService.insertStuPaperScore(insertInfo);
+                            // 判断是否进入错题集
+                            int isError = pptxpojo.getScore() == 0 ? 1 : pptxpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                    String.valueOf(stuInfoVo.getStuId()),
+                                    String.valueOf(systemTenant.getId()));
+                            if (!isInsert) {
+                                if (examErrorQuestion != null) {
+                                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                                }
+                            }
                             break;
                         }
                     }
diff --git a/src/main/java/com/example/exam/exam/service/wpsword/word/JudgementForWordServiceImpl.java b/src/main/java/com/example/exam/exam/service/wpsword/word/JudgementForWordServiceImpl.java
index 3fba574..ec2a076 100644
--- a/src/main/java/com/example/exam/exam/service/wpsword/word/JudgementForWordServiceImpl.java
+++ b/src/main/java/com/example/exam/exam/service/wpsword/word/JudgementForWordServiceImpl.java
@@ -6,15 +6,20 @@ import com.example.exam.exam.dal.*;
 import com.example.exam.exam.mapper.EducationPaperQuMapper;
 import com.example.exam.exam.mapper.EducationPaperSchemeMapper;
 import com.example.exam.exam.service.c.JudgementService;
+import com.example.exam.exam.service.error.IExamErrorQuestionService;
 import com.example.exam.exam.service.question.IExamQuestionService;
 import com.example.exam.exam.service.stupaperscore.StuPaperScoreService;
 import com.example.exam.exam.service.tenant.SystemTenantService;
 import com.example.exam.exam.service.wpsword.JudgementWpsWordService;
+import com.example.exam.exam.utils.error_question.ErrorQuestion;
+import com.example.exam.exam.utils.snowflake.SnowflakeId;
 import jakarta.annotation.Resource;
+import org.springframework.beans.BeanUtils;
 import org.springframework.stereotype.Service;
 
 import java.io.File;
 import java.math.BigDecimal;
+import java.time.LocalDateTime;
 import java.util.List;
 import java.util.Optional;
 
@@ -38,6 +43,9 @@ public class JudgementForWordServiceImpl implements JudgementForWordService {
     JudgementWpsWordService judgementWpsWordService;
     @Resource
     SystemTenantService systemTenantService;
+    @Resource
+    IExamErrorQuestionService examErrorQuestionService;
+
     @Override
     public BigDecimal autoForWpsWord(StuInfoVo stuInfoVo) throws Exception {
         SystemTenant systemTenant = systemTenantService.getId(stuInfoVo.getSchoolName());
@@ -69,18 +77,19 @@ public class JudgementForWordServiceImpl implements JudgementForWordService {
                         EducationPaperScheme educationPaperScheme = result.get();
                         EducationPaperQu educationPaperQu = results.get();
                         String quScore = educationPaperScheme.getQuScores();
+                        String taskId = educationPaperScheme.getTaskId();
                         if (wjFile.getName().contains("文档")) {
                             String judgementStr = "<p>-----------------------------------------------------------</p>";
-                            judgementStr += "<h2>试题序号：" + educationPaperQu.getSort() + "</h2>";
-                            judgementStr += "<h2>试题编号：" + examQuestion.getQuNum() + "</h2>";
-                            judgementStr += "<h2>试题分数：" + Double.parseDouble(quScore) + "</h2>";
-                            judgementStr += "<h2>试题名称：" + name + "</h2>";
+                            judgementStr += "<h3>试题序号：" + educationPaperQu.getSort() + "</h3>";
+                            judgementStr += "<h3>试题编号：" + examQuestion.getQuNum() + "</h3>";
+                            judgementStr += "<h3>试题分数：" + Double.parseDouble(quScore) + "</h3>";
+                            judgementStr += "<h3>试题名称：" + name + "</h3>";
                             judgementStr += "<p>✅ 开始WPS_WORD判分</p>";
                             SourceAndText wordpojo = judgementWpsWordService.judgementWpsWord(Double.parseDouble(quScore), wjFile.getPath(), wjFile.getPath(), examQuestion, judgementStr);
                             score = score.add(new BigDecimal(wordpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP));
                             judgementStr = wordpojo.getText();
                             BigDecimal dangSource = new BigDecimal(wordpojo.getScore()).setScale(1, BigDecimal.ROUND_HALF_UP);
-                            judgementStr += "<h2>试题得分：" + dangSource + "</h2>";
+                            judgementStr += "<h3>试题得分：" + dangSource + "</h3>";
                             // 4、需要新增学生试题得分
                             StuPaperScoreDO insertInfo = new StuPaperScoreDO();
                             insertInfo.setStuId(stuInfoVo.getStuId());
@@ -95,6 +104,17 @@ public class JudgementForWordServiceImpl implements JudgementForWordService {
                             insertInfo.setTemporaryId(stuInfoVo.getTemporaryId());
                             insertInfo.setIsTrue(wordpojo.getScore() == 0 ? 1 : wordpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2);
                             stuPaperScoreService.insertStuPaperScore(insertInfo);
+                            // 判断是否进入错题集
+                            int isError = wordpojo.getScore() == 0 ? 1 : wordpojo.getScore() >= Double.parseDouble(quScore) ? 0 : 2;
+                            ExamErrorQuestion examErrorQuestion = ErrorQuestion.insertErrorQuestion(quId, examQuestion, taskId, systemTenant, stuInfoVo, isError);
+                            boolean isInsert = examErrorQuestionService.isExamErrorQuestion(quId,
+                                    String.valueOf(stuInfoVo.getStuId()),
+                                    String.valueOf(systemTenant.getId()));
+                            if (!isInsert) {
+                                if (examErrorQuestion != null) {
+                                    examErrorQuestionService.insertExamErrorQuestion(examErrorQuestion);
+                                }
+                            }
                             break;
                         }
                     }