diff --git a/src/api/agent.ts b/src/api/agent.ts
index b2f4aa6..0983dda 100644
--- a/src/api/agent.ts
+++ b/src/api/agent.ts
@@ -23,7 +23,7 @@ export interface AgentConfig {
   autoOptimizeResume?: number
   /** 自动匹配分析 0=关闭 1=开启 */
   autoMatchAnalysis?: number
-  /** 是否愿意接受部门调剂 */
+  /** 是否开启深度人岗匹配分析，可选值：是/否（null或空字符串视为关闭） */
   acceptDeptTransfer?: string
   /** 是否接受地点调剂 */
   acceptLocationTransfer?: string
@@ -312,7 +312,9 @@ export function optimizeAgentResume(params: OptimizeResumeParams) {
 /** 匹配度评分请求参数 */
 export interface MatchScoreParams {
   /** 定制简历 ID（字符串，避免大整数精度丢失） */
-  customizeResumeId: string
+  customizeResumeId?: string
+  /** 普通简历 ID（关闭优化时使用） */
+  resumeId?: string
   /** 岗位 ID（字符串，避免大整数精度丢失） */
   jobId: string
 }
diff --git a/src/assets/styles/components/agent-apply-progress.scss b/src/assets/styles/components/agent-apply-progress.scss
index c126146..bbaf109 100644
--- a/src/assets/styles/components/agent-apply-progress.scss
+++ b/src/assets/styles/components/agent-apply-progress.scss
@@ -189,6 +189,11 @@
       color: #F59E0B;
     }
 
+    // 匹配度偏低（红橙色）
+    &--low-match {
+      color: #FE6D52;
+    }
+
     // 强调色（品牌色）
     &--accent {
       color: $accent;
diff --git a/src/assets/styles/pages/jobs.scss b/src/assets/styles/pages/jobs.scss
index 571d91a..ac797f7 100644
--- a/src/assets/styles/pages/jobs.scss
+++ b/src/assets/styles/pages/jobs.scss
@@ -131,10 +131,25 @@
   &__ai-tip {
     position: relative;
     background: $bg-white;
-    border: 1px solid $accent;
     border-radius: 0.08rem;
     padding: 0.08rem 0.12rem 0.07rem 0.12rem;
     z-index: 1;
+
+    // 渐变边框：从上到下 #9FD051 → #52CAD1（与导师页 stats 一致）
+    &::before {
+      content: '';
+      position: absolute;
+      inset: 0;
+      border-radius: 0.08rem;
+      padding: 0.01rem;
+      background: linear-gradient(180deg, #9FD051 0%, #52CAD1 100%);
+      -webkit-mask:
+        linear-gradient(#fff 0 0) content-box,
+        linear-gradient(#fff 0 0);
+      -webkit-mask-composite: xor;
+      mask-composite: exclude;
+      pointer-events: none;
+    }
   }
 
   // 提示条内容行
diff --git a/src/assets/styles/pages/resume-detail.scss b/src/assets/styles/pages/resume-detail.scss
index 5078619..0fabd2e 100644
--- a/src/assets/styles/pages/resume-detail.scss
+++ b/src/assets/styles/pages/resume-detail.scss
@@ -21,7 +21,7 @@
     margin-bottom: 0.16rem;
     background: #fff;
     >h2{
-      font-size: 0.24rem;
+      font-size: 0.18rem;
       font-weight: 700;
       color: $text-dark;
     }
diff --git a/src/assets/styles/pages/resume.scss b/src/assets/styles/pages/resume.scss
index 98f0927..0e3490a 100644
--- a/src/assets/styles/pages/resume.scss
+++ b/src/assets/styles/pages/resume.scss
@@ -23,7 +23,7 @@
   }
 
   &__title {
-    font-size: 0.24rem;
+    font-size: 0.18rem;
     font-weight: 700;
     color: $text-dark;
     margin: 0;
@@ -138,6 +138,13 @@
       opacity: 0;
       transition: opacity 0.15s;
     }
+
+    &--ellipsis {
+      max-width: 3.6rem;
+      overflow: hidden;
+      text-overflow: ellipsis;
+      white-space: nowrap;
+    }
   }
 
   &__row:hover &__td--action {
@@ -166,6 +173,10 @@
 
   &__name {
     font-weight: 500;
+    max-width: 3.6rem;
+    overflow: hidden;
+    text-overflow: ellipsis;
+    white-space: nowrap;
   }
 
   &__default-tag {
diff --git a/src/components/AgentApplyProgress.vue b/src/components/AgentApplyProgress.vue
index bf38823..32c8203 100644
--- a/src/components/AgentApplyProgress.vue
+++ b/src/components/AgentApplyProgress.vue
@@ -187,7 +187,7 @@ const hintText = computed(() => {
     return '正在根据岗位信息优化简历...'
   }
   if (props.currentStep === 2) {
-    if (props.stepPhase === 'low-match') return '当前匹配度偏低，是否仍要继续投递？'
+    if (props.stepPhase === 'low-match') return `当前匹配度偏低：${props.matchScore ?? 0}分，是否仍要继续投递？`
     return '正在根据最终投递简历复核岗位匹配度...'
   }
   if (props.currentStep === 3) {
@@ -203,7 +203,7 @@ const hintText = computed(() => {
 const hintClass = computed(() => {
   if (isCompleted.value) return ''
   if (props.currentStep === 1 && props.stepPhase === 'done') return 'agent-apply-progress__hint--warning'
-  if (props.currentStep === 2 && props.stepPhase === 'low-match') return 'agent-apply-progress__hint--warning'
+  if (props.currentStep === 2 && props.stepPhase === 'low-match') return 'agent-apply-progress__hint--low-match'
   if (props.currentStep === 3) return 'agent-apply-progress__hint--accent'
   if (props.currentStep === 4) return 'agent-apply-progress__hint--accent'
   return ''
diff --git a/src/components/AgentSettingPanel.vue b/src/components/AgentSettingPanel.vue
index f95eee1..3200626 100644
--- a/src/components/AgentSettingPanel.vue
+++ b/src/components/AgentSettingPanel.vue
@@ -621,7 +621,7 @@ function handleSelectResume(r: ResumeListItem) {
 // ==================== 投递偏好 ====================
 
 const autoOptimizeSwitch = ref(false)
-const autoMatchAnalysisSwitch = ref(true)
+const autoMatchAnalysisSwitch = ref(false)
 
 /** 切换简历优化开关 */
 function toggleOptimize() {
@@ -641,7 +641,8 @@ async function loadAgentConfigData() {
     const res = await fetchAgentConfig()
     if (res.code === '0' && res.data) {
       if (res.data.autoOptimizeResume !== undefined) autoOptimizeSwitch.value = res.data.autoOptimizeResume === 1
-      if (res.data.autoMatchAnalysis !== undefined) autoMatchAnalysisSwitch.value = res.data.autoMatchAnalysis === 1
+      // acceptDeptTransfer: "是"=开启，null/空字符串/"否"=关闭
+      autoMatchAnalysisSwitch.value = res.data.acceptDeptTransfer === '是'
     }
   } catch { /* 静默 */ }
 }
@@ -651,7 +652,7 @@ async function handleSavePreference() {
   try {
     await saveAgentConfig({
       autoOptimizeResume: autoOptimizeSwitch.value ? 1 : 0,
-      autoMatchAnalysis: autoMatchAnalysisSwitch.value ? 1 : 0,
+      acceptDeptTransfer: autoMatchAnalysisSwitch.value ? '是' : '否',
     })
   } catch { /* 静默 */ }
 }
diff --git a/src/views/Agent.vue b/src/views/Agent.vue
index 5e7f7a9..bc84d50 100644
--- a/src/views/Agent.vue
+++ b/src/views/Agent.vue
@@ -814,6 +814,14 @@ async function handleStartApply() {
   if (isApplying.value) return
   isApplying.value = true
 
+  // 刷新最新配置（确保优化开关状态准确）
+  try {
+    const configRes = await fetchAgentConfig()
+    if (configRes.code === '0' && configRes.data) {
+      agentConfig.value = configRes.data
+    }
+  } catch { /* 静默 */ }
+
   await loadApplyList()
 
   if (applyJobList.value.length === 0) {
@@ -825,22 +833,60 @@ async function handleStartApply() {
   // 取第一个岗位
   const targetJob = applyJobList.value[0]
 
-  // 创建进度条目
-  const progressItem: ApplyProgressItem = {
-    id: Date.now(),
-    jobInfo: targetJob,
-    step: 1,
-    stepPhase: 'loading',
-    resumeName: '岗位专属简历',
+  // 判断是否开启简历针对性优化（从配置中读取）
+  const isOptimizeEnabled = agentConfig.value?.autoOptimizeResume === 1
+  // 判断是否开启深度人岗匹配分析
+  const isMatchEnabled = agentConfig.value?.acceptDeptTransfer === '是'
+
+  if (isOptimizeEnabled) {
+    // 开启优化：从第1步开始
+    const progressItem: ApplyProgressItem = {
+      id: Date.now(),
+      jobInfo: targetJob,
+      step: 1,
+      stepPhase: 'loading',
+      resumeName: '岗位专属简历',
+    }
+    applyProgressList.value = [progressItem]
+    saveProgressToStorage()
+
+    await nextTick()
+    scrollContentToBottom()
+
+    // 开始第1步：优化简历
+    await startResumeOptimization(targetJob)
+  } else if (isMatchEnabled) {
+    // 关闭优化但开启匹配分析：跳过第1步，直接进入第2步
+    const progressItem: ApplyProgressItem = {
+      id: Date.now(),
+      jobInfo: targetJob,
+      step: 2,
+      stepPhase: 'loading',
+      resumeName: '默认简历',
+    }
+    applyProgressList.value = [progressItem]
+    saveProgressToStorage()
+
+    await nextTick()
+    scrollContentToBottom()
+
+    // 直接进入第2步：匹配分析（使用默认简历ID）
+    await startMatchAnalysisWithResumeId()
+  } else {
+    // 优化和匹配分析都关闭：跳过第1、2步，直接进入第3步
+    const progressItem: ApplyProgressItem = {
+      id: Date.now(),
+      jobInfo: targetJob,
+      step: 3,
+      stepPhase: 'ready',
+      resumeName: '默认简历',
+    }
+    applyProgressList.value = [progressItem]
+    saveProgressToStorage()
+
+    await nextTick()
+    scrollContentToBottom()
   }
-  applyProgressList.value = [progressItem]
-  saveProgressToStorage()
-
-  await nextTick()
-  scrollContentToBottom()
-
-  // 开始第1步：优化简历
-  await startResumeOptimization(targetJob)
 }
 
 /** 执行简历优化（第1步） */
@@ -916,22 +962,33 @@ async function handleViewResumeStep() {
   }
 }
 
-/** 第1步完成：确认简历 → 自动进入第2步匹配分析 */
+/** 第1步完成：确认简历 → 自动进入第2步匹配分析（或跳过） */
 async function handleConfirmResumeStep() {
   const progressItem = applyProgressList.value[0]
   if (!progressItem) return
 
-  // 进入第2步
-  progressItem.step = 2
-  progressItem.stepPhase = 'loading'
-  applyProgressList.value = [...applyProgressList.value]
-  saveProgressToStorage()
-
   // 关闭简历预览抽屉
   showResumeDrawer.value = false
 
-  // 调用匹配分析流程
-  await startMatchAnalysis()
+  // 判断是否开启深度人岗匹配分析
+  const isMatchEnabled = agentConfig.value?.acceptDeptTransfer === '是'
+
+  if (isMatchEnabled) {
+    // 进入第2步
+    progressItem.step = 2
+    progressItem.stepPhase = 'loading'
+    applyProgressList.value = [...applyProgressList.value]
+    saveProgressToStorage()
+
+    // 调用匹配分析流程
+    await startMatchAnalysis()
+  } else {
+    // 匹配分析关闭：跳过第2步直接进入第3步
+    progressItem.step = 3
+    progressItem.stepPhase = 'ready'
+    applyProgressList.value = [...applyProgressList.value]
+    saveProgressToStorage()
+  }
 }
 
 /** 执行匹配分析（第2步） */
@@ -984,6 +1041,42 @@ async function startMatchAnalysis() {
   }
 }
 
+/** 执行匹配分析（第2步） — 关闭优化时使用默认简历ID */
+async function startMatchAnalysisWithResumeId() {
+  const progressItem = applyProgressList.value[0]
+  if (!progressItem) return
+
+  try {
+    // 使用默认简历ID调用匹配分析接口
+    const scoreRes = await fetchMatchScore({
+      resumeId: defaultResumeId.value,
+      jobId: String(progressItem.jobInfo.id),
+    })
+
+    if (applyCancelled.value) return
+
+    const score = scoreRes?.data ?? 0
+    progressItem.matchScore = score
+
+    if (score >= 40) {
+      // 匹配度 >= 40，直接进入第3步
+      progressItem.step = 3
+      progressItem.stepPhase = 'ready'
+    } else {
+      // 匹配度 < 40，显示低匹配提示
+      progressItem.step = 2
+      progressItem.stepPhase = 'low-match'
+    }
+    // 触发响应式更新
+    applyProgressList.value = [...applyProgressList.value]
+    saveProgressToStorage()
+  } catch (e) {
+    if (applyCancelled.value) return
+    console.error('[Agent] 匹配分析失败（默认简历）', e)
+    ElMessage.error('匹配分析失败，请重试')
+  }
+}
+
 /** 第2步匹配度低：不投递 — 取消该岗位 */
 async function handleNotApplyStep() {
   const progressItem = applyProgressList.value[0]
@@ -1095,21 +1188,59 @@ async function autoStartNextApply() {
 
   // 取下一个岗位
   const targetJob = applyJobList.value[0]
-  const progressItem: ApplyProgressItem = {
-    id: Date.now(),
-    jobInfo: targetJob,
-    step: 1,
-    stepPhase: 'loading',
-    resumeName: '岗位专属简历',
+
+  // 判断是否开启简历针对性优化
+  const isOptimizeEnabled = agentConfig.value?.autoOptimizeResume === 1
+  // 判断是否开启深度人岗匹配分析
+  const isMatchEnabled = agentConfig.value?.acceptDeptTransfer === '是'
+
+  if (isOptimizeEnabled) {
+    const progressItem: ApplyProgressItem = {
+      id: Date.now(),
+      jobInfo: targetJob,
+      step: 1,
+      stepPhase: 'loading',
+      resumeName: '岗位专属简历',
+    }
+    applyProgressList.value = [progressItem]
+    saveProgressToStorage()
+
+    await nextTick()
+    scrollContentToBottom()
+
+    // 开始第1步：优化简历
+    await startResumeOptimization(targetJob)
+  } else if (isMatchEnabled) {
+    // 关闭优化但开启匹配分析：跳过第1步，直接进入第2步
+    const progressItem: ApplyProgressItem = {
+      id: Date.now(),
+      jobInfo: targetJob,
+      step: 2,
+      stepPhase: 'loading',
+      resumeName: '默认简历',
+    }
+    applyProgressList.value = [progressItem]
+    saveProgressToStorage()
+
+    await nextTick()
+    scrollContentToBottom()
+
+    await startMatchAnalysisWithResumeId()
+  } else {
+    // 优化和匹配分析都关闭：跳过第1、2步，直接进入第3步
+    const progressItem: ApplyProgressItem = {
+      id: Date.now(),
+      jobInfo: targetJob,
+      step: 3,
+      stepPhase: 'ready',
+      resumeName: '默认简历',
+    }
+    applyProgressList.value = [progressItem]
+    saveProgressToStorage()
+
+    await nextTick()
+    scrollContentToBottom()
   }
-  applyProgressList.value = [progressItem]
-  saveProgressToStorage()
-
-  await nextTick()
-  scrollContentToBottom()
-
-  // 开始第1步：优化简历
-  await startResumeOptimization(targetJob)
 }
 </script>
 
diff --git a/src/views/JobDetail.vue b/src/views/JobDetail.vue
index 463824b..32c012a 100644
--- a/src/views/JobDetail.vue
+++ b/src/views/JobDetail.vue
@@ -3,7 +3,7 @@
     <SideNav />
     <div class="job-detail__content">
       <!-- 页面标题 + Tab 切换 -->
-      <JobPageHeader :activeTab="''" />
+      <JobPageHeader :activeTab="cachedTab" />
       <!-- 主内容卡片 -->
       <div class="job-detail__main-card">
         <!-- 返回按钮 -->
@@ -218,6 +218,9 @@ const fullLoadingText = ref('')
 /** 当前岗位 ID，从路由参数中获取 */
 const jobId = route.params.id as string
 
+/** 从 store 缓存中读取 Jobs 页面上次切换的 Tab，保持切换记录 */
+const cachedTab = computed(() => store.state.jobListCache?.tab || 'recommend')
+
 // ==================== 工具函数 ====================
 
 /** 工作类型映射：使用全局统一的 formatEmploymentType */
diff --git a/src/views/Jobs.vue b/src/views/Jobs.vue
index a44db2b..8bdd4d8 100644
--- a/src/views/Jobs.vue
+++ b/src/views/Jobs.vue
@@ -110,7 +110,7 @@
         <!-- 提示条主体 -->
         <div class="jobs-page__ai-tip">
           <!-- 尖角：用::before(边框色)和::after(白色)双伪元素实现，通过动态left定位 -->
-          <span class="jobs-page__ai-tip-arrow" :style="{ left: aiTipArrowLeft + 'px' }"></span>
+          <span v-if="false" class="jobs-page__ai-tip-arrow" :style="{ left: aiTipArrowLeft + 'px' }"></span>
           <div class="jobs-page__ai-tip-content">
             <img class="jobs-page__ai-tip-logo" src="@/assets/images/logo-offerpai-2.png" alt="Nova" />
             <span class="jobs-page__ai-tip-text">
diff --git a/src/views/Resume.vue b/src/views/Resume.vue
index 26faf5c..04ab477 100644
--- a/src/views/Resume.vue
+++ b/src/views/Resume.vue
@@ -50,7 +50,7 @@
                   <span v-if="item.isDefault" class="resume-page__default-tag">默认</span>
                 </div>
               </td>
-              <td class="resume-page__td">{{ item.targetJob }}</td>
+              <td class="resume-page__td resume-page__td--ellipsis">{{ item.targetJob }}</td>
               <td class="resume-page__td">{{ item.updatedAt }}</td>
               <!-- 操作按钮列 -->
               <td class="resume-page__td resume-page__td--action">