diff --git a/app/src/pages/admin/AdminPage.tsx b/app/src/pages/admin/AdminPage.tsx
index 4b9c36a..d07b249 100644
--- a/app/src/pages/admin/AdminPage.tsx
+++ b/app/src/pages/admin/AdminPage.tsx
@@ -9,9 +9,10 @@ import {
 import { Badge, Button, Card, CardBody, CardHeader, Dialog, Empty, Input, useToast } from '@/components/ui';
 import { fmtDateTime, fmtSize } from '@/lib/format';
 
-type Filter = 'all' | 'valid' | 'used' | 'disabled';
+type Filter = 'all' | 'valid' | 'used' | 'gone' | 'disabled';
 
 function InviteStatus({ i }: { i: InviteRow }) {
+  if (i.used_by && i.holder_gone) return <Badge color="var(--danger)">已销户</Badge>;
   if (i.used_by) return <Badge color="var(--text-3)">已使用</Badge>;
   return i.valid ? <Badge color="var(--success)">可用</Badge> : <Badge color="var(--warning)">已停用</Badge>;
 }
@@ -86,10 +87,10 @@ export function AdminPage() {
   });
 
   const invites = useMemo(() => invitesQ.data?.invites ?? [], [invitesQ.data]);
-  const users = usersQ.data?.users ?? [];
   const filtered = useMemo(() => invites.filter((i) => {
     if (filter === 'valid') return i.valid && !i.used_by;
-    if (filter === 'used') return !!i.used_by;
+    if (filter === 'used') return !!i.used_by && !i.holder_gone;
+    if (filter === 'gone') return !!i.used_by && !!i.holder_gone;
     if (filter === 'disabled') return !i.valid && !i.used_by;
     return true;
   }), [invites, filter]);
@@ -158,7 +159,7 @@ export function AdminPage() {
         </CardBody>
       </Card>
 
-      <div className="grid grid-cols-1 gap-4 lg:grid-cols-2">
+      
         <Card>
           <CardHeader title={'邀请码（' + (invitesQ.data?.total ?? 0) + '）'} extra={
             <div className="flex gap-1.5">
@@ -193,7 +194,7 @@ export function AdminPage() {
             )}
 
             <div className="flex gap-1 border-b border-line px-4 py-2 text-[12px]">
-              {([['all', '全部'], ['valid', '可用'], ['used', '已使用'], ['disabled', '已停用']] as [Filter, string][]).map(([k, label]) => (
+              {([['all', '全部'], ['valid', '可用'], ['used', '已使用'], ['gone', '已销户'], ['disabled', '已停用']] as [Filter, string][]).map(([k, label]) => (
                 <button key={k}
                   className={'rounded-md px-2.5 py-1 transition-colors ' + (filter === k ? 'bg-brand-subtle font-medium text-brand-text' : 'text-ink-3 hover:bg-surface-3')}
                   onClick={() => setFilter(k)}>{label}</button>
@@ -275,26 +276,6 @@ export function AdminPage() {
             )}
           </CardBody>
         </Card>
-
-        <Card>
-          <CardHeader title={'用户（' + (usersQ.data?.total ?? 0) + '）'} />
-          <CardBody className="p-0">
-            {users.length ? (
-              <div className="divide-y divide-line max-h-[520px] overflow-y-auto">
-                {users.map((u) => (
-                  <div key={u.id} className="flex flex-wrap items-center gap-2 px-4 py-2.5 text-[12.5px]">
-                    <span className="font-medium text-ink-1">{u.username}</span>
-                    {u.is_admin && <Badge color="var(--brand-text)">管理员</Badge>}
-                    <span className="num ml-auto text-ink-3">{u.devices} 设备 · {u.records} 记录 · {fmtSize(u.attachment_bytes)}</span>
-                  </div>
-                ))}
-              </div>
-            ) : (
-              <Empty icon={<Users2 size={32} strokeWidth={1.5} />} title="暂无用户" />
-            )}
-          </CardBody>
-        </Card>
-      </div>
       <Dialog
         open={!!delUser}
         onClose={() => setDelUser(null)}
@@ -339,7 +320,7 @@ export function AdminPage() {
         </>}>
         <div className="text-[12.5px] leading-relaxed text-ink-2">
           将<b>删除现有 demo 账号及其全部数据</b>，然后重新创建并播种全套虚拟演示数据
-          （个人信息档案、16 条足迹、4 学期成绩、简历内容）。
+          （个人信息档案、25 条足迹（含 10 项竞赛获奖与证书附件）、4 学期学科成绩、简历内容）。
           <div className="mt-2 text-ink-3">demo / demo1234 · 仅影响演示账号，其他用户不受影响。</div>
         </div>
       </Dialog>