diff --git a/Jenkinsfile b/Jenkinsfile
index 9048477..0ba4899 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -1,66 +1,67 @@
-// BuildFlow portal CI/CD 企业级流水线
-// Stages: ①拉取代码 → ②编译打包 → 推送Harbor → ③部署
-// 构建成功/失败推送飞书交互卡片(绿/红)
-// 飞书通知闭包(内联): 使用 Groovy JsonOutput 构造 JSON, 不依赖插件, 最稳妥
+// BuildFlow buildflow-portal CI/CD
+// ①拉取代码 -> ②编译打包 -> 推送Harbor -> ③部署
+// 飞书卡片通知(成功绿/失败红), 内联闭包用 JsonOutput 无插件依赖
 
-def feishuNotify = { String result, String failedStageName = '' ->
-    def dur = currentBuild.durationString.replace(' and counting', '')
-    def commit = sh(script: 'git log -1 --pretty=format:"%s (%an)"', returnStdout: true).trim()
-    def isOk = (result == 'SUCCESS')
-    def emoji = isOk ? '✅' : '❌'
-    def color = isOk ? 'green' : 'red'
-    def title = "${emoji} CI/CD ${isOk ? '成功' : '失败'} · ${env.JOB_NAME} #${env.BUILD_NUMBER}"
+def feishuNotify = { String result, String failedStageName = "" ->
+    def dur = currentBuild.durationString.replace(" and counting", "")
+    def commit = ""
+    try { commit = sh(script: "git log -1 --pretty=format:%s__%an 2>/dev/null | head -1", returnStdout: true).trim() } catch(ignored) {}
+    def isOk = (result == "SUCCESS")
+    def emoji = isOk ? "✅" : "❌"
+    def color = isOk ? "green" : "red"
+    def title = emoji + " CI/CD " + (isOk ? "成功" : "失败") + " · " + env.JOB_NAME + " #" + env.BUILD_NUMBER
+    def stMsg = isOk ? "成功" : "失败"
     def fields = [
-        [is_short: true, text: [tag: 'lark_md', content: "**项目**\n${env.JOB_NAME}"]],
-        [is_short: true, text: [tag: 'lark_md', content: "**耗时**\n${dur}"]],
-        [is_short: true, text: [tag: 'lark_md', content: "**提交**\n${commit.take(50)}"]],
-        [is_short: true, text: [tag: 'lark_md', content: "**状态**\n${isOk ? '成功' : '失败'}"]]
+        [is_short: true, text: [tag: "lark_md", content: "**项目**\n" + env.JOB_NAME]],
+        [is_short: true, text: [tag: "lark_md", content: "**耗时**\n" + dur]],
+        [is_short: true, text: [tag: "lark_md", content: "**提交**\n" + commit.take(50)]],
+        [is_short: true, text: [tag: "lark_md", content: "**状态**\n" + stMsg]]
     ]
-    def elements = [[tag: 'div', fields: fields], [tag: 'hr']]
+    def elements = [[tag: "div", fields: fields], [tag: "hr"]]
     if (isOk) {
-        elements.add([tag: 'div', text: [tag: 'lark_md', content: "📦 镜像地址\n`${env.IMAGE}:${env.TAG}`"]])
+        elements.add([tag: "div", text: [tag: "lark_md", content: "镜像地址\n" + env.IMAGE + ":" + env.TAG]])
     } else if (failedStageName) {
-        elements.add([tag: 'div', text: [tag: 'lark_md', content: "⚠️ 失败阶段\n${failedStageName}"]])
+        elements.add([tag: "div", text: [tag: "lark_md", content: "失败阶段\n" + failedStageName]])
     }
-    elements.add([tag: 'action', actions: [[tag: 'button', text: [tag: 'plain_text', content: '查看构建'], url: env.BUILD_URL ?: 'http://115.191.51.246:8080', type: isOk ? 'primary' : 'danger']]])
-    def card = [msg_type: 'interactive', card: [header: [title: [tag: 'plain_text', content: title], template: color], elements: elements]]
+    def burl = env.BUILD_URL
+    if (burl == null) { burl = "http://115.191.51.246:8080/job/" + env.JOB_NAME.replace("/", "/job/") + "/" }
+    elements.add([tag: "action", actions: [[tag: "button", text: [tag: "plain_text", content: "查看构建"], url: burl, type: isOk ? "primary" : "danger"]]])
+    def card = [msg_type: "interactive", card: [header: [title: [tag: "plain_text", content: title], template: color], elements: elements]]
     def jsonStr = groovy.json.JsonOutput.toJson(card)
-    writeFile file: '/tmp/feishu_msg.json', text: jsonStr
-    sh "curl -sS -X POST https://open.feishu.cn/open-apis/bot/v2/hook/d215e8ed-edea-4f07-a77c-2a0e5b52d9b9 -H 'Content-Type: application/json' -d @/tmp/feishu_msg.json || true"
+    writeFile file: "/tmp/feishu_msg.json", text: jsonStr
+    sh "curl -sS -X POST https://open.feishu.cn/open-apis/bot/v2/hook/d215e8ed-edea-4f07-a77c-2a0e5b52d9b9 -H \x27Content-Type: application/json\x27 -d @/tmp/feishu_msg.json || true"
     sh "rm -f /tmp/feishu_msg.json"
 }
 
 pipeline {
     agent any
     environment {
-        HARBOR = '43.134.235.58:58080'
+        HARBOR = "43.134.235.58:58080"
         IMAGE  = "${HARBOR}/buildflow/buildflow-portal"
         TAG    = "${env.BUILD_NUMBER}"
     }
     options {
-        timeout(time: 30, unit: 'MINUTES')
-        buildDiscarder(logRotator(numToKeepStr: '10'))
+        timeout(time: 30, unit: "MINUTES")
+        buildDiscarder(logRotator(numToKeepStr: "10"))
     }
     stages {
-        stage('① 拉取代码') {
+        stage("① 拉取代码") {
             steps {
                 checkout scm
-                sh 'git log --oneline -3'
+                sh "git log --oneline -3"
             }
         }
-        stage('② 编译打包') {
+        stage("② 编译打包") {
             steps {
-                sh """
-                    docker build -t ${IMAGE}:${TAG} -t ${IMAGE}:latest .
-                    docker images | grep ${IMAGE} | head
-                """
+                sh "docker build -t ${IMAGE}:${TAG} -t ${IMAGE}:latest ."
+                sh "docker images | grep ${IMAGE} | head -2"
             }
         }
-        stage('推送 Harbor') {
+        stage("推送 Harbor") {
             steps {
-                withCredentials([usernamePassword(credentialsId: 'harbor-credentials', usernameVariable: 'HUSER', passwordVariable: 'HPASS')]) {
+                withCredentials([usernamePassword(credentialsId: "harbor-credentials", usernameVariable: "HUSER", passwordVariable: "HPASS")]) {
                     sh """
-                        echo $HPASS | docker login ${HARBOR} -u $HUSER --password-stdin
+                        echo \$HPASS | docker login ${HARBOR} -u \$HUSER --password-stdin
                         docker push ${IMAGE}:${TAG}
                         docker push ${IMAGE}:latest
                         docker logout ${HARBOR}
@@ -68,11 +69,11 @@ pipeline {
                 }
             }
         }
-        stage('③ 部署') {
+        stage("③ 部署") {
             steps {
                 script {
                     try {
-                        node('deploy-agent') {
+                        node("deploy-agent") {
                             sh """
                                 docker pull ${IMAGE}:latest
                                 docker rm -f buildflow-portal 2>/dev/null || true
@@ -81,26 +82,18 @@ pipeline {
                         }
                         echo "部署完成"
                     } catch (e) {
-                        echo "⚠️ 部署节点(deploy-agent)暂不可用,跳过自动部署。镜像已推送 Harbor,可手动拉取部署。"
+                        echo "部署节点(deploy-agent)暂不可用,跳过自动部署。镜像已推送 Harbor。"
                     }
                 }
             }
         }
-
     }
     post {
         success {
-            script { feishuNotify('SUCCESS') }
+            script { feishuNotify("SUCCESS") }
         }
         failure {
-            script {
-                def stageName = '未知'
-                try {
-                    def failedNodes = currentBuild.getRawBuild().getAction(org.jenkinsci.plugins.workflow.job.views.FlowGraphAction.class)?.getHeads()
-                    if (failedNodes) { stageName = failedNodes.get(0).getDisplayNodeName() }
-                } catch (ignored) {}
-                feishuNotify('FAILURE', stageName)
-            }
+            script { feishuNotify("FAILURE", "构建过程中失败,请查看日志") }
         }
         always {
             sh "docker rmi ${IMAGE}:${TAG} ${IMAGE}:latest 2>/dev/null || true"