diff --git a/backend/src/main/java/com/qqchen/deploy/backend/deploy/repository/IJenkinsBuildRepository.java b/backend/src/main/java/com/qqchen/deploy/backend/deploy/repository/IJenkinsBuildRepository.java
index fd373fa7..73446884 100644
--- a/backend/src/main/java/com/qqchen/deploy/backend/deploy/repository/IJenkinsBuildRepository.java
+++ b/backend/src/main/java/com/qqchen/deploy/backend/deploy/repository/IJenkinsBuildRepository.java
@@ -67,12 +67,12 @@ public interface IJenkinsBuildRepository extends IBaseRepository<JenkinsBuild, L
     List<Object[]> countByJobIds(@Param("jobIds") Collection<Long> jobIds);
     
     /**
-     * 查询指定时间之后创建的构建记录（用于构建通知）
+     * 查询指定时间之后开始的构建记录（用于构建通知）
      *
      * @param externalSystemId 外部系统ID
-     * @param createTime 创建时间
+     * @param starttime 构建开始时间
      * @return 构建记录列表
      */
-    List<JenkinsBuild> findByExternalSystemIdAndCreateTimeAfter(
-        Long externalSystemId, LocalDateTime createTime);
+    List<JenkinsBuild> findByExternalSystemIdAndStarttimeAfter(
+        Long externalSystemId, LocalDateTime starttime);
 } 
\ No newline at end of file
diff --git a/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java b/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java
index c26a65ab..03872be5 100644
--- a/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java
+++ b/backend/src/main/java/com/qqchen/deploy/backend/deploy/service/impl/JenkinsBuildServiceImpl.java
@@ -74,6 +74,12 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
     @Resource
     private ITeamApplicationRepository teamApplicationRepository;
 
+    @Resource
+    private IApplicationRepository applicationRepository;
+
+    @Resource
+    private IEnvironmentRepository environmentRepository;
+
     @Resource
     private ITeamEnvironmentNotificationConfigRepository teamEnvironmentNotificationConfigRepository;
 
@@ -330,7 +336,12 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
         }
 
         try {
-            String actionsJson = objectMapper.writeValueAsString(response.getActions());
+            // 保存 actions 和 changeSets 到 JSON
+            Map<String, Object> buildData = new HashMap<>();
+            buildData.put("actions", response.getActions());
+            buildData.put("changeSets", response.getChangeSets());
+            buildData.put("gitCommitId", response.getGitCommitId());
+            String actionsJson = objectMapper.writeValueAsString(buildData);
             jenkinsBuild.setActions(actionsJson);
         } catch (JsonProcessingException e) {
             log.error("Failed to serialize build actions", e);
@@ -427,10 +438,10 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
                 return;
             }
             
-            // 1. 查询最近同步的构建（6分钟内，比同步间隔5分钟多1分钟）
+            // 1. 查询最近开始的构建（6分钟内，比同步间隔5分钟多1分钟）
             LocalDateTime since = LocalDateTime.now().minusMinutes(6);
             List<JenkinsBuild> recentBuilds = jenkinsBuildRepository
-                .findByExternalSystemIdAndCreateTimeAfter(externalSystemId, since);
+                .findByExternalSystemIdAndStarttimeAfter(externalSystemId, since);
             
             if (recentBuilds.isEmpty()) {
                 log.info("没有新的构建记录");
@@ -500,7 +511,18 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
                     build -> jobMap.get(build.getJobId()).getJobName()
                 ));
             
-            // 9. 处理每个 Job 的构建通知
+            // 9. 批量查询应用信息
+            Set<Long> applicationIds = teamApps.stream()
+                .map(TeamApplication::getApplicationId)
+                .collect(Collectors.toSet());
+            Map<Long, Application> applicationMap = applicationRepository.findAllById(applicationIds).stream()
+                .collect(Collectors.toMap(Application::getId, a -> a));
+
+            // 10. 批量查询环境信息
+            Map<Long, Environment> environmentMap = environmentRepository.findAllById(envIds).stream()
+                .collect(Collectors.toMap(Environment::getId, e -> e));
+
+            // 11. 处理每个 Job 的构建通知
             buildsByJobName.forEach((jobName, builds) -> {
                 List<TeamApplication> relatedTeamApps = teamAppsByJob.get(jobName);
                 if (relatedTeamApps == null || relatedTeamApps.isEmpty()) {
@@ -517,10 +539,12 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
                     if (channel == null) continue;
                     
                     JenkinsJob job = jobMap.get(builds.get(0).getJobId());
+                    Application application = applicationMap.get(teamApp.getApplicationId());
+                    Environment environment = environmentMap.get(teamApp.getEnvironmentId());
                     
                     // 处理该团队环境的所有构建通知
                     for (JenkinsBuild build : builds) {
-                        processBuildNotification(config, channel, job, build, externalSystem);
+                        processBuildNotification(config, channel, job, build, externalSystem, application, environment);
                     }
                 }
             });
@@ -531,14 +555,16 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
     }
     
     /**
-     * 处理单个构建的通知（照搬longi逻辑）
+     * 处理单个构建的通知
      */
     private void processBuildNotification(
             TeamEnvironmentNotificationConfig config,
             NotificationChannel channel,
             JenkinsJob job,
             JenkinsBuild build,
-            ExternalSystem externalSystem) {
+            ExternalSystem externalSystem,
+            Application application,
+            Environment environment) {
         
         try {
             // 1. 查询通知记录
@@ -583,7 +609,7 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
                 
                 // 只通知成功和失败
                 if ("SUCCESS".equals(status) || "FAILURE".equals(status)) {
-                    sendNotification(config, channel, job, build, status, externalSystem);
+                    sendNotification(config, channel, job, build, status, externalSystem, application, environment);
                 }
                 
                 record.setBuildEndNotice(true);
@@ -615,7 +641,9 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
             JenkinsJob job,
             JenkinsBuild build,
             String status,
-            ExternalSystem externalSystem) {
+            ExternalSystem externalSystem,
+            Application application,
+            Environment environment) {
         
         try {
             // 1. 检查是否配置了构建通知模板
@@ -636,37 +664,70 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
             
             // 3. 构建模板参数
             Map<String, Object> templateParams = new HashMap<>();
+            
+            // 应用信息
+            if (application != null) {
+                templateParams.put("applicationId", application.getId());
+                templateParams.put("applicationCode", application.getAppCode());
+                templateParams.put("applicationName", application.getAppName());
+            }
+            
+            // 环境信息
+            if (environment != null) {
+                templateParams.put("environmentId", environment.getId());
+                templateParams.put("environmentCode", environment.getEnvCode());
+                templateParams.put("environmentName", environment.getEnvName());
+            }
+            
+            // Jenkins 构建信息
             templateParams.put("jobName", job.getJobName());
             templateParams.put("buildNumber", build.getBuildNumber());
             templateParams.put("buildUrl", build.getBuildUrl());
-            templateParams.put("status", status);
-            templateParams.put("startTime", build.getStarttime());
+            templateParams.put("buildStatus", status);
             
-            // 状态显示
-            String statusDisplay = switch (status) {
-                case "SUCCESS" -> "✅ 成功";
-                case "FAILURE" -> "❌ 失败";
-                case "BUILDING" -> "🔄 构建中";
-                default -> status;
-            };
-            templateParams.put("statusDisplay", statusDisplay);
-            
-            // 耗时
-            if (build.getDuration() != null) {
-                long seconds = build.getDuration() / 1000;
-                long minutes = seconds / 60;
-                long secs = seconds % 60;
-                templateParams.put("duration", String.format("%d分%d秒", minutes, secs));
-                templateParams.put("durationMs", build.getDuration());
+            // 时间格式化
+            java.time.format.DateTimeFormatter formatter = java.time.format.DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
+            if (build.getStarttime() != null) {
+                templateParams.put("buildStartTime", build.getStarttime().format(formatter));
             }
             
-            // 4. 构建 SendNotificationRequest
+            // 构建结束时间（如果有）
+            if (build.getStarttime() != null && build.getDuration() != null) {
+                LocalDateTime endTime = build.getStarttime().plusNanos(build.getDuration() * 1_000_000);
+                templateParams.put("buildEndTime", endTime.format(formatter));
+            }
+            
+            // 耗时格式化
+            if (build.getDuration() != null) {
+                long totalSeconds = build.getDuration() / 1000;
+                long minutes = totalSeconds / 60;
+                long seconds = totalSeconds % 60;
+                templateParams.put("buildDurationFormatted", String.format("%d分%d秒", minutes, seconds));
+                templateParams.put("buildDurationMs", build.getDuration());
+            }
+            
+            // 从 actions JSON 中解析 commit 信息
+            parseCommitInfoFromActions(build.getActions(), templateParams);
+            
+            // 4. 校验模板和渠道类型是否匹配
+            if (!template.getChannelType().equals(channel.getChannelType())) {
+                log.warn("模板渠道类型({})与通知渠道类型({})不匹配，跳过通知: templateId={}, channelId={}",
+                    template.getChannelType(), channel.getChannelType(), 
+                    config.getBuildNotificationTemplateId(), channel.getId());
+                return;
+            }
+            
+            // 5. 构建 SendNotificationRequest
             SendNotificationRequest request = new SendNotificationRequest();
             request.setNotificationTemplateId(config.getBuildNotificationTemplateId());
             request.setTemplateParams(templateParams);
             request.setSendRequest(createSendRequestByChannel(channel, template));
             
-            // 5. 发送通知
+            log.debug("准备发送构建通知: job={}, build={}, templateId={}, channelId={}, channelType={}",
+                job.getJobName(), build.getBuildNumber(), config.getBuildNotificationTemplateId(), 
+                channel.getId(), channel.getChannelType());
+            
+            // 6. 发送通知
             notificationService.send(request);
             
             log.info("已发送构建通知: job={}, build={}, status={}, templateId={}", 
@@ -720,6 +781,53 @@ public class JenkinsBuildServiceImpl extends BaseServiceImpl<JenkinsBuild, Jenki
         }
         return WeworkMessageTypeEnum.TEXT;
     }
+
+    /**
+     * 从 actions JSON 中解析 commit 信息
+     */
+    private void parseCommitInfoFromActions(String actionsJson, Map<String, Object> templateParams) {
+        if (actionsJson == null || actionsJson.isEmpty()) {
+            return;
+        }
+        try {
+            JsonNode root = objectMapper.readTree(actionsJson);
+            
+            // 解析 gitCommitId
+            if (root.has("gitCommitId") && !root.get("gitCommitId").isNull()) {
+                templateParams.put("gitCommitId", root.get("gitCommitId").asText());
+            }
+            
+            // 解析 changeSets 中的 commit 信息
+            JsonNode changeSets = root.get("changeSets");
+            if (changeSets != null && changeSets.isArray() && changeSets.size() > 0) {
+                StringBuilder commitMessages = new StringBuilder();
+                for (JsonNode changeSet : changeSets) {
+                    JsonNode items = changeSet.get("items");
+                    if (items != null && items.isArray()) {
+                        for (JsonNode item : items) {
+                            String message = item.has("message") ? item.get("message").asText() : "";
+                            String author = item.has("author") ? item.get("author").asText() : "";
+                            String commitId = item.has("commitId") ? item.get("commitId").asText() : "";
+                            
+                            if (!message.isEmpty()) {
+                                if (commitMessages.length() > 0) {
+                                    commitMessages.append("\n");
+                                }
+                                // 截取 commitId 前8位
+                                String shortCommitId = commitId.length() > 8 ? commitId.substring(0, 8) : commitId;
+                                commitMessages.append(String.format("[%s] %s - %s", shortCommitId, message.trim(), author));
+                            }
+                        }
+                    }
+                }
+                if (commitMessages.length() > 0) {
+                    templateParams.put("commitMessage", commitMessages.toString());
+                }
+            }
+        } catch (Exception e) {
+            log.warn("解析 commit 信息失败: {}", e.getMessage());
+        }
+    }
     
     /**
      * 发送构建失败日志文件到企业微信