diff --git a/frontend/src/views/desktop/CustomerManage.vue b/frontend/src/views/desktop/CustomerManage.vue
index b163b02..d64c171 100644
--- a/frontend/src/views/desktop/CustomerManage.vue
+++ b/frontend/src/views/desktop/CustomerManage.vue
@@ -25,6 +25,54 @@ const indivPlans = ref<any[]>([])
 const indivMini = ref<any[]>([])
 const indivKeyVisits = ref<any[]>([])
 const indivLoading = ref(false)
+
+// Individual record edit
+const indivEditVisible = ref(false)
+const indivEditType = ref('')
+const indivEditForm = ref<any>({})
+const indivEditSaving = ref(false)
+
+function openIndivEdit(type: string, row: any) {
+  indivEditType.value = type
+  indivEditForm.value = { ...row }
+  indivEditVisible.value = true
+}
+
+async function handleIndivEditSave() {
+  indivEditSaving.value = true
+  try {
+    const type = indivEditType.value
+    const f = indivEditForm.value
+    if (type === 'visit') {
+      await api.put(`/visits/${f.id}`, { communication_content: f.communication_content, visitor_name: f.visitor_name })
+    } else if (type === 'plan') {
+      await api.put(`/work-plans/${f.id}`, { plan_content: f.plan_content, status: f.status })
+    } else if (type === 'mini') {
+      await api.put(`/mini-business/${f.id}`, { product_type: f.product_type, amount: f.amount, follow_up_detail: f.follow_up_detail, status: f.status })
+    } else if (type === 'key') {
+      await api.put(`/key-visits/${f.id}`, { description: f.description })
+    }
+    ElMessage.success('已更新')
+    indivEditVisible.value = false
+    loadIndividualData()
+  } catch (e: any) { ElMessage.error('保存失败') }
+  finally { indivEditSaving.value = false }
+}
+
+async function handleIndivEditDelete() {
+  try {
+    await ElMessageBox.confirm('确定删除？', '确认', { type: 'warning' })
+    const type = indivEditType.value
+    const id = indivEditForm.value.id
+    if (type === 'visit') await api.delete(`/visits/${id}`)
+    else if (type === 'plan') await api.delete(`/work-plans/${id}`)
+    else if (type === 'mini') await api.delete(`/mini-business/${id}`)
+    else if (type === 'key') await api.delete(`/key-visits/${id}`)
+    ElMessage.success('已删除')
+    indivEditVisible.value = false
+    loadIndividualData()
+  } catch (e: any) { if (e !== 'cancel') ElMessage.error('删除失败') }
+}
 const currentPage = ref(1)
 const pageSize = ref(25)
 const total = ref(0)
@@ -384,6 +432,7 @@ async function handleImport() {
             <el-table-column prop="visitor_name" label="拜访人" width="80" />
             <el-table-column prop="manager_name" label="客户经理" width="80" />
             <el-table-column prop="customer_name" label="客户" width="100" />
+            <el-table-column label="操作" width="60" fixed="right"><template #default="{ row }"><el-button size="small" @click="openIndivEdit('visit', row)">编辑</el-button></template></el-table-column>
           </el-table>
           <div v-else class="empty-tab">暂无拜访记录</div>
         </el-tab-pane>
@@ -393,6 +442,7 @@ async function handleImport() {
             <el-table-column prop="plan_content" label="工作计划" min-width="250" show-overflow-tooltip />
             <el-table-column prop="status" label="状态" width="80" />
             <el-table-column prop="customer_name" label="客户" width="120" />
+            <el-table-column label="操作" width="60" fixed="right"><template #default="{ row }"><el-button size="small" @click="openIndivEdit('plan', row)">编辑</el-button></template></el-table-column>
           </el-table>
           <div v-else class="empty-tab">暂无工作计划</div>
         </el-tab-pane>
@@ -403,6 +453,7 @@ async function handleImport() {
             <el-table-column prop="status" label="状态" width="80" />
             <el-table-column prop="follow_up_detail" label="跟进内容" min-width="200" show-overflow-tooltip />
             <el-table-column prop="customer_name" label="客户" width="120" />
+            <el-table-column label="操作" width="60" fixed="right"><template #default="{ row }"><el-button size="small" @click="openIndivEdit('mini', row)">编辑</el-button></template></el-table-column>
           </el-table>
           <div v-else class="empty-tab">暂无商机记录</div>
         </el-tab-pane>
@@ -412,6 +463,7 @@ async function handleImport() {
             <el-table-column prop="description" label="内容" min-width="250" show-overflow-tooltip />
             <el-table-column prop="urgency_level" label="紧急度" width="80" />
             <el-table-column prop="customer_name" label="客户" width="120" />
+            <el-table-column label="操作" width="60" fixed="right"><template #default="{ row }"><el-button size="small" @click="openIndivEdit('key', row)">编辑</el-button></template></el-table-column>
           </el-table>
           <div v-else class="empty-tab">暂不要客记录</div>
         </el-tab-pane>
@@ -628,6 +680,34 @@ async function handleImport() {
     </el-dialog>
     </template>
 
+    <!-- Individual Record Edit Dialog -->
+    <el-dialog v-model="indivEditVisible" :title="'编辑' + ({visit:'拜访',plan:'计划',mini:'商机',key:'要客'}[indivEditType]||'')" width="450px">
+      <el-form label-position="top" v-if="indivEditForm">
+        <template v-if="indivEditType === 'visit'">
+          <el-form-item label="沟通内容"><el-input v-model="indivEditForm.communication_content" type="textarea" :rows="4" /></el-form-item>
+          <el-form-item label="拜访人"><el-input v-model="indivEditForm.visitor_name" /></el-form-item>
+        </template>
+        <template v-else-if="indivEditType === 'plan'">
+          <el-form-item label="工作计划"><el-input v-model="indivEditForm.plan_content" type="textarea" :rows="3" /></el-form-item>
+          <el-form-item label="状态"><el-select v-model="indivEditForm.status" style="width:100%"><el-option v-for="s in ['计划中','已完成','已取消']" :key="s" :label="s" :value="s" /></el-select></el-form-item>
+        </template>
+        <template v-else-if="indivEditType === 'mini'">
+          <el-form-item label="产品类型"><el-input v-model="indivEditForm.product_type" /></el-form-item>
+          <el-form-item label="金额"><el-input v-model="indivEditForm.amount" /></el-form-item>
+          <el-form-item label="跟进内容"><el-input v-model="indivEditForm.follow_up_detail" type="textarea" :rows="3" /></el-form-item>
+          <el-form-item label="状态"><el-select v-model="indivEditForm.status" style="width:100%"><el-option v-for="s in ['跟进中','已签约','已流失']" :key="s" :label="s" :value="s" /></el-select></el-form-item>
+        </template>
+        <template v-else-if="indivEditType === 'key'">
+          <el-form-item label="内容描述"><el-input v-model="indivEditForm.description" type="textarea" :rows="4" /></el-form-item>
+        </template>
+      </el-form>
+      <template #footer>
+        <el-button type="danger" @click="handleIndivEditDelete" style="float:left">删除</el-button>
+        <el-button @click="indivEditVisible = false">取消</el-button>
+        <el-button type="primary" :loading="indivEditSaving" @click="handleIndivEditSave">保存</el-button>
+      </template>
+    </el-dialog>
+
     <!-- Merge confirmation dialog -->
     <el-dialog v-model="mergeDialogVisible" title="合并客户" width="520px" :close-on-click-modal="false">
       <div style="line-height:1.8">