diff --git a/src/admin/api.ts b/src/admin/api.ts
index 0ff61c0..2d8f7c8 100644
--- a/src/admin/api.ts
+++ b/src/admin/api.ts
@@ -163,6 +163,14 @@ export function getSQLTestcaseScripts(problemId: number) {
   )
 }
 
+// AI 根据标准答案生成一个 SQL 测试点初始化脚本
+export function generateSQLTestcase(data: {
+  ref_sql: string
+  mode: "query" | "modify"
+}) {
+  return http.post<{ sql: string }>("admin/sql_test_case_ai_gen", data)
+}
+
 export function createProblem(problem: BlankProblem) {
   return http.post("admin/problem", problem)
 }
diff --git a/src/admin/problem/components/SQLTestcaseEditor.vue b/src/admin/problem/components/SQLTestcaseEditor.vue
index 68c7996..f5dddbb 100644
--- a/src/admin/problem/components/SQLTestcaseEditor.vue
+++ b/src/admin/problem/components/SQLTestcaseEditor.vue
@@ -3,6 +3,7 @@ import { downloadZip } from "client-zip"
 import type { LANGUAGE, SQLDisplay, Testcase } from "utils/types"
 import SQLDataTable from "oj/problem/components/SQLDataTable.vue"
 import {
+  generateSQLTestcase,
   getSQLTestcaseScripts,
   previewSQLTestcase,
   uploadTestcases,
@@ -35,7 +36,7 @@ function blankEntry(): ScriptEntry {
   return { id: nextId++, sql: "", display: null, error: "", stale: false }
 }
 
-const scripts = ref<ScriptEntry[]>([blankEntry(), blankEntry()])
+const scripts = ref<ScriptEntry[]>([blankEntry(), blankEntry(), blankEntry()])
 
 const refSQL = computed(
   () =>
@@ -45,8 +46,10 @@ const refSQL = computed(
 
 const isPreviewing = ref(false)
 const isUploading = ref(false)
+const isGenerating = ref(false)
 
 const hasAnyScript = computed(() => scripts.value.some((s) => s.sql.trim()))
+const hasBlankScript = computed(() => scripts.value.some((s) => !s.sql.trim()))
 
 const canUpload = computed(() => {
   const filled = scripts.value.filter((s) => s.sql.trim())
@@ -83,7 +86,7 @@ function remove(index: number) {
 }
 
 function reset() {
-  scripts.value = [blankEntry(), blankEntry()]
+  scripts.value = [blankEntry(), blankEntry(), blankEntry()]
 }
 
 function expectedQuery(d: SQLDisplay) {
@@ -94,6 +97,28 @@ function changedTables(d: SQLDisplay) {
   return "changed_tables" in d.expected ? d.expected.changed_tables : []
 }
 
+async function generate() {
+  const blanks = scripts.value.filter((s) => !s.sql.trim())
+  if (!blanks.length) return
+  isGenerating.value = true
+  await Promise.all(
+    blanks.map(async (s) => {
+      try {
+        const res = await generateSQLTestcase({
+          ref_sql: refSQL.value,
+          mode: props.mode,
+        })
+        s.sql = res.data.sql
+      } catch (err) {
+        const data = (err as { data?: unknown })?.data
+        message.error(typeof data === "string" ? data : "AI 生成失败")
+      }
+    }),
+  )
+  isGenerating.value = false
+  await preview()
+}
+
 async function preview() {
   // 丢弃空脚本
   scripts.value = scripts.value.filter((s) => s.sql.trim())
@@ -168,15 +193,33 @@ async function upload() {
       还没有填写 SQL 标准答案，请先在上方"本题参考答案"中填写，再来编写测试点
     </n-alert>
     <n-flex align="center" wrap>
-      <n-button :disabled="isPreviewing" @click="reset">清空</n-button>
-      <n-button :disabled="isPreviewing" @click="add">+1</n-button>
+      <n-button :disabled="isPreviewing || isGenerating" @click="reset">
+        清空
+      </n-button>
+      <n-button :disabled="isPreviewing || isGenerating" @click="add">
+        +1
+      </n-button>
+      <n-tooltip :disabled="!!refSQL && hasBlankScript">
+        <template #trigger>
+          <span>
+            <n-button
+              :loading="isGenerating"
+              :disabled="!refSQL || !hasBlankScript || isPreviewing"
+              @click="generate"
+            >
+              AI 生成
+            </n-button>
+          </span>
+        </template>
+        {{ !refSQL ? "请先填写 SQL 标准答案" : "所有脚本都写好了，无需生成" }}
+      </n-tooltip>
       <n-tooltip :disabled="!!refSQL && hasAnyScript">
         <template #trigger>
           <span>
             <n-button
               type="success"
               :loading="isPreviewing"
-              :disabled="!refSQL || !hasAnyScript"
+              :disabled="!refSQL || !hasAnyScript || isGenerating"
               @click="preview"
             >
               预览验证
@@ -191,7 +234,7 @@ async function upload() {
             <n-button
               type="primary"
               :loading="isUploading"
-              :disabled="!canUpload"
+              :disabled="!canUpload || isGenerating"
               @click="upload"
             >
               上传
@@ -207,7 +250,7 @@ async function upload() {
         <strong>{{ index + 1 }}.sql</strong>
         <n-button
           size="small"
-          :disabled="scripts.length === 1 || isPreviewing"
+          :disabled="scripts.length === 1 || isPreviewing || isGenerating"
           @click="remove(index)"
         >
           删除
diff --git a/src/admin/problem/detail.vue b/src/admin/problem/detail.vue
index 28b9bf6..c8b1208 100644
--- a/src/admin/problem/detail.vue
+++ b/src/admin/problem/detail.vue
@@ -784,10 +784,10 @@ watch(
 
   <h2 class="title">测试用例区域</h2>
 
-  <n-flex align="center" style="margin-bottom: 12px">
+  <n-flex v-if="!isSQLProblem" align="center" style="margin-bottom: 12px">
     <div>
       <n-button type="success" @click="showGeneratorModal = true">
-        {{ isSQLProblem ? "（新）在线编写" : "（新）直接生成" }}
+        （新）直接生成
       </n-button>
     </div>
     <div>
@@ -796,26 +796,25 @@ watch(
         accept=".zip"
         :custom-request="handleUploadTestcases"
       >
-        <n-button type="info">
-          {{ isSQLProblem ? "上传数据脚本压缩包" : "（老）手动上传" }}
-        </n-button>
+        <n-button type="info">（老）手动上传</n-button>
       </n-upload>
     </div>
     <n-tooltip placement="right" style="max-width: 320px; white-space: normal">
       <template #trigger>
         <n-button text>温馨提醒</n-button>
       </template>
-      <template v-if="isSQLProblem">
-        压缩包内放 1.sql、2.sql…（每个文件是一个测试点的建表+插入数据脚本，
-        判题时对每个测试点分别运行标准答案和学生 SQL 比对结果）。 建议至少 2-3
-        个数据不同的测试点，防止学生硬编码答案
-      </template>
-      <template v-else>
-        【测试用例】最好要有10个，要考虑边界情况，且不要跟【测试样例】一模一样
-      </template>
+      【测试用例】最好要有10个，要考虑边界情况，且不要跟【测试样例】一模一样
     </n-tooltip>
   </n-flex>
 
+  <SQLTestcaseEditor
+    v-if="isSQLProblem"
+    :answers="problem.answers"
+    :mode="problem.sql_config?.mode ?? 'query'"
+    :problem-id="problem.id"
+    @uploaded="handleTestcasesGenerated"
+  />
+
   <n-alert
     class="box"
     v-if="problem.test_case_score.length"
@@ -845,20 +844,12 @@ watch(
   <n-modal
     v-model:show="showGeneratorModal"
     preset="card"
-    :title="isSQLProblem ? 'SQL 测试点编辑器' : '测试用例生成器'"
+    title="测试用例生成器"
     style="width: 80vw; max-width: 900px"
     :mask-closable="false"
     display-directive="show"
   >
-    <SQLTestcaseEditor
-      v-if="isSQLProblem"
-      :answers="problem.answers"
-      :mode="problem.sql_config?.mode ?? 'query'"
-      :problem-id="problem.id"
-      @uploaded="handleTestcasesGenerated"
-    />
     <TestcaseGenerator
-      v-else
       :answers="problem.answers"
       :samples="problem.samples"
       @uploaded="handleTestcasesGenerated"
@@ -909,7 +900,7 @@ watch(
       </n-form-item>
     </n-form>
   </template>
-  <n-flex style="margin-bottom: 120px" align="center" justify="end">
+  <n-flex style="margin: 16px 0 120px" align="center" justify="end">
     <n-button type="primary" @click="submit">提交</n-button>
   </n-flex>
 </template>