feat(admin): 深化 TanStack Query 数据层

- 新增 queryKeys.ts 统一 QueryKey 工厂（覆盖全部模块，invalidate/refetch/prefetch 同源）
- 新增 queryClient.ts 全局配置：retry 1、staleTime 30s、gcTime 5min、refetchOnWindowFocus false
- 新增 useApiQuery：zod schema 校验 + 类型收敛 + select 转换，消除页面重复 validateResponse 样板
- useApiMutation 支持 onMutate/onSettled/context（乐观更新）
- 示范迁移：Organizations（useApiQuery + 乐观更新归档/恢复）、Students（useApiQuery + queryKeys + 打开抽屉前 prefetch 档案聚合）
- StudentProfileContent queryKey 统一为 queryKeys.archive.detail，prefetch 可命中缓存

apps/admin/src/components/StudentProfileContent/index.tsx

@@ -28,6 +28,7 @@ import { message } from '../../ui/app-message';
 import { useQuery } from '@tanstack/react-query';
 import { useApiMutation } from '../../hooks/useApiMutation';
 import { validateResponse } from '../../utils/validate';
+import { queryKeys } from '../../api/queryKeys';
 import { organizationOptionsSchema, studentProfileAggregateSchema } from '../../api/schemas';
 import EditableCell from '../EditableCell';
 import { usePermission } from '../../hooks/usePermission';
@@ -481,7 +482,7 @@ const StudentProfileContent: React.FC<StudentProfileContentProps> = ({
     isError,
     refetch,
   } = useQuery<StudentProfileAggregate | null>({
-    queryKey: ['archive', studentId],
+    queryKey: queryKeys.archive.detail(studentId),
     queryFn: async () => {
       return validateResponse<StudentProfileAggregate>(
         studentProfileAggregateSchema,
@@ -492,7 +493,7 @@ const StudentProfileContent: React.FC<StudentProfileContentProps> = ({
   const { data: organizations = [] } = useQuery<
     Array<{ id: number; name: string; isHost?: boolean }>
   >({
-    queryKey: ['organizations', 'options'],
+    queryKey: queryKeys.organizations.options(),
     enabled: canLoadOrganizations,
     queryFn: async () => {
       try {