diff --git a/packages/frontend/admin/package.json b/packages/frontend/admin/package.json
index 9f969a735ef71..c3c97b72cf6c2 100644
--- a/packages/frontend/admin/package.json
+++ b/packages/frontend/admin/package.json
@@ -66,7 +66,6 @@
     "update-shadcn": "shadcn-ui add -p src/components/ui"
   },
   "exports": {
-    "./utils": "./src/utils.ts",
-    "./components/ui/*": "./src/components/ui/*.tsx"
+    "./*": "./src/*"
   }
 }
diff --git a/packages/frontend/admin/src/app.tsx b/packages/frontend/admin/src/app.tsx
index c17f25fe0958e..199452062ed25 100644
--- a/packages/frontend/admin/src/app.tsx
+++ b/packages/frontend/admin/src/app.tsx
@@ -1,20 +1,5 @@
 import { Toaster } from '@affine/admin/components/ui/sonner';
-import {
-  configureCloudModule,
-  DefaultServerService,
-} from '@affine/core/modules/cloud';
-import { configureLocalStorageStateStorageImpls } from '@affine/core/modules/storage';
-import { configureUrlModule } from '@affine/core/modules/url';
 import { wrapCreateBrowserRouter } from '@sentry/react';
-import {
-  configureGlobalContextModule,
-  configureGlobalStorageModule,
-  configureLifecycleModule,
-  Framework,
-  FrameworkRoot,
-  FrameworkScope,
-  LifecycleService,
-} from '@toeverything/infra';
 import { useEffect } from 'react';
 import {
   createBrowserRouter as reactRouterCreateBrowserRouter,
@@ -124,38 +109,18 @@ export const router = _createBrowserRouter(
   }
 );
 
-const framework = new Framework();
-configureLifecycleModule(framework);
-configureLocalStorageStateStorageImpls(framework);
-configureGlobalStorageModule(framework);
-configureGlobalContextModule(framework);
-configureUrlModule(framework);
-configureCloudModule(framework);
-const frameworkProvider = framework.provider();
-
-// setup application lifecycle events, and emit application start event
-window.addEventListener('focus', () => {
-  frameworkProvider.get(LifecycleService).applicationFocus();
-});
-frameworkProvider.get(LifecycleService).applicationStart();
-const serverService = frameworkProvider.get(DefaultServerService);
-
 export const App = () => {
   return (
-    <FrameworkRoot framework={frameworkProvider}>
-      <FrameworkScope scope={serverService.server.scope}>
-        <TooltipProvider>
-          <SWRConfig
-            value={{
-              revalidateOnFocus: false,
-              revalidateOnMount: false,
-            }}
-          >
-            <RouterProvider router={router} />
-          </SWRConfig>
-          <Toaster />
-        </TooltipProvider>
-      </FrameworkScope>
-    </FrameworkRoot>
+    <TooltipProvider>
+      <SWRConfig
+        value={{
+          revalidateOnFocus: false,
+          revalidateOnMount: false,
+        }}
+      >
+        <RouterProvider router={router} />
+      </SWRConfig>
+      <Toaster />
+    </TooltipProvider>
   );
 };
diff --git a/packages/frontend/admin/src/modules/accounts/components/data-table-toolbar.tsx b/packages/frontend/admin/src/modules/accounts/components/data-table-toolbar.tsx
index 0a9fb406f52e9..270bd82e02f3d 100644
--- a/packages/frontend/admin/src/modules/accounts/components/data-table-toolbar.tsx
+++ b/packages/frontend/admin/src/modules/accounts/components/data-table-toolbar.tsx
@@ -1,6 +1,6 @@
 import { Button } from '@affine/admin/components/ui/button';
 import { Input } from '@affine/admin/components/ui/input';
-import { useQuery } from '@affine/core/components/hooks/use-query';
+import { useQuery } from '@affine/admin/use-query';
 import { getUserByEmailQuery } from '@affine/graphql';
 import { PlusIcon } from 'lucide-react';
 import type { SetStateAction } from 'react';
diff --git a/packages/frontend/admin/src/modules/accounts/components/use-user-management.ts b/packages/frontend/admin/src/modules/accounts/components/use-user-management.ts
index f062ecf4c4331..94ee0bcca5c50 100644
--- a/packages/frontend/admin/src/modules/accounts/components/use-user-management.ts
+++ b/packages/frontend/admin/src/modules/accounts/components/use-user-management.ts
@@ -1,9 +1,9 @@
-import { useAsyncCallback } from '@affine/core/components/hooks/affine-async-hooks';
 import {
   useMutateQueryResource,
   useMutation,
-} from '@affine/core/components/hooks/use-mutation';
-import { useQuery } from '@affine/core/components/hooks/use-query';
+} from '@affine/admin/use-mutation';
+import { useQuery } from '@affine/admin/use-query';
+import { useAsyncCallback } from '@affine/core/components/hooks/affine-async-hooks';
 import {
   createChangePasswordUrlMutation,
   createUserMutation,
diff --git a/packages/frontend/admin/src/modules/accounts/use-user-list.ts b/packages/frontend/admin/src/modules/accounts/use-user-list.ts
index 58656010c2199..6b1abeaadfa26 100644
--- a/packages/frontend/admin/src/modules/accounts/use-user-list.ts
+++ b/packages/frontend/admin/src/modules/accounts/use-user-list.ts
@@ -1,4 +1,4 @@
-import { useQuery } from '@affine/core/components/hooks/use-query';
+import { useQuery } from '@affine/admin/use-query';
 import { listUsersQuery } from '@affine/graphql';
 import { useState } from 'react';
 
diff --git a/packages/frontend/admin/src/modules/ai/use-prompt.ts b/packages/frontend/admin/src/modules/ai/use-prompt.ts
index cc41bcfa1c6ca..3c84273c6c6a6 100644
--- a/packages/frontend/admin/src/modules/ai/use-prompt.ts
+++ b/packages/frontend/admin/src/modules/ai/use-prompt.ts
@@ -1,9 +1,9 @@
-import { useAsyncCallback } from '@affine/core/components/hooks/affine-async-hooks';
 import {
   useMutateQueryResource,
   useMutation,
-} from '@affine/core/components/hooks/use-mutation';
-import { useQuery } from '@affine/core/components/hooks/use-query';
+} from '@affine/admin/use-mutation';
+import { useQuery } from '@affine/admin/use-query';
+import { useAsyncCallback } from '@affine/core/components/hooks/affine-async-hooks';
 import { getPromptsQuery, updatePromptMutation } from '@affine/graphql';
 import { toast } from 'sonner';
 
diff --git a/packages/frontend/admin/src/modules/common.ts b/packages/frontend/admin/src/modules/common.ts
index 2447cb6c32eb0..046e44fc98448 100644
--- a/packages/frontend/admin/src/modules/common.ts
+++ b/packages/frontend/admin/src/modules/common.ts
@@ -1,5 +1,3 @@
-import { useMutateQueryResource } from '@affine/core/components/hooks/use-mutation';
-import { useQuery } from '@affine/core/components/hooks/use-query';
 import type { GetCurrentUserFeaturesQuery } from '@affine/graphql';
 import {
   adminServerConfigQuery,
@@ -7,6 +5,9 @@ import {
   getCurrentUserFeaturesQuery,
 } from '@affine/graphql';
 
+import { useMutateQueryResource } from '../use-mutation';
+import { useQuery } from '../use-query';
+
 export const useServerConfig = () => {
   const { data } = useQuery({
     query: adminServerConfigQuery,
diff --git a/packages/frontend/admin/src/modules/config/use-server-service-configs.ts b/packages/frontend/admin/src/modules/config/use-server-service-configs.ts
index a027e3598bf98..bcd439ca0f81e 100644
--- a/packages/frontend/admin/src/modules/config/use-server-service-configs.ts
+++ b/packages/frontend/admin/src/modules/config/use-server-service-configs.ts
@@ -1,4 +1,4 @@
-import { useQueryImmutable } from '@affine/core/components/hooks/use-query';
+import { useQueryImmutable } from '@affine/admin/use-query';
 import { getServerServiceConfigsQuery } from '@affine/graphql';
 import { useMemo } from 'react';
 
diff --git a/packages/frontend/admin/src/modules/settings/use-get-server-runtime-config.ts b/packages/frontend/admin/src/modules/settings/use-get-server-runtime-config.ts
index 594efa58fff10..cc0988d399470 100644
--- a/packages/frontend/admin/src/modules/settings/use-get-server-runtime-config.ts
+++ b/packages/frontend/admin/src/modules/settings/use-get-server-runtime-config.ts
@@ -1,4 +1,4 @@
-import { useQuery } from '@affine/core/components/hooks/use-query';
+import { useQuery } from '@affine/admin/use-query';
 import { getServerRuntimeConfigQuery } from '@affine/graphql';
 import { useMemo } from 'react';
 
diff --git a/packages/frontend/admin/src/modules/settings/use-update-server-runtime-config.ts b/packages/frontend/admin/src/modules/settings/use-update-server-runtime-config.ts
index 3c7232fd68b04..7c10f921505b1 100644
--- a/packages/frontend/admin/src/modules/settings/use-update-server-runtime-config.ts
+++ b/packages/frontend/admin/src/modules/settings/use-update-server-runtime-config.ts
@@ -1,9 +1,9 @@
-import { notify } from '@affine/component';
-import { useAsyncCallback } from '@affine/core/components/hooks/affine-async-hooks';
 import {
   useMutateQueryResource,
   useMutation,
-} from '@affine/core/components/hooks/use-mutation';
+} from '@affine/admin/use-mutation';
+import { notify } from '@affine/component';
+import { useAsyncCallback } from '@affine/core/components/hooks/affine-async-hooks';
 import {
   getServerRuntimeConfigQuery,
   updateServerRuntimeConfigsMutation,
diff --git a/packages/frontend/admin/src/use-mutation.ts b/packages/frontend/admin/src/use-mutation.ts
new file mode 100644
index 0000000000000..b17150e5fffc5
--- /dev/null
+++ b/packages/frontend/admin/src/use-mutation.ts
@@ -0,0 +1,94 @@
+import type {
+  GraphQLQuery,
+  MutationOptions,
+  QueryResponse,
+  QueryVariables,
+  RecursiveMaybeFields,
+} from '@affine/graphql';
+import type { GraphQLError } from 'graphql';
+import { useMemo } from 'react';
+import type { Key } from 'swr';
+import { useSWRConfig } from 'swr';
+import type {
+  SWRMutationConfiguration,
+  SWRMutationResponse,
+} from 'swr/mutation';
+import useSWRMutation from 'swr/mutation';
+
+import { gqlFetcher } from './use-query';
+
+/**
+ * A useSWRMutation wrapper for sending graphql mutations
+ *
+ * @example
+ *
+ * ```ts
+ * import { someMutation } from '@affine/graphql'
+ *
+ * const { trigger } = useMutation({
+ *  mutation: someMutation,
+ * })
+ *
+ * trigger({ name: 'John Doe' })
+ */
+export function useMutation<Mutation extends GraphQLQuery, K extends Key = Key>(
+  options: Omit<MutationOptions<Mutation>, 'variables'>,
+  config?: Omit<
+    SWRMutationConfiguration<
+      QueryResponse<Mutation>,
+      GraphQLError,
+      K,
+      QueryVariables<Mutation>
+    >,
+    'fetcher'
+  >
+): SWRMutationResponse<
+  QueryResponse<Mutation>,
+  GraphQLError,
+  K,
+  QueryVariables<Mutation>
+>;
+export function useMutation(
+  options: Omit<MutationOptions<GraphQLQuery>, 'variables'>,
+  config?: any
+) {
+  return useSWRMutation(
+    () => ['cloud', options.mutation.id],
+    (_: unknown[], { arg }: { arg: any }) =>
+      gqlFetcher({
+        ...options,
+        query: options.mutation,
+        variables: arg,
+      }),
+    config
+  );
+}
+
+// use this to revalidate all queries that match the filter
+export const useMutateQueryResource = () => {
+  const { mutate } = useSWRConfig();
+  const revalidateResource = useMemo(
+    () =>
+      <Q extends GraphQLQuery>(
+        query: Q,
+        varsFilter: (
+          vars: RecursiveMaybeFields<QueryVariables<Q>>
+        ) => boolean = _vars => true
+      ) => {
+        return mutate(key => {
+          const res =
+            Array.isArray(key) &&
+            key[0] === 'cloud' &&
+            key[1] === query.id &&
+            varsFilter(key[2]);
+          if (res) {
+            console.debug('revalidate resource', key);
+          }
+          return res;
+        });
+      },
+    [mutate]
+  );
+
+  return revalidateResource;
+};
diff --git a/packages/frontend/admin/src/use-query.ts b/packages/frontend/admin/src/use-query.ts
new file mode 100644
index 0000000000000..414a1a6b18dee
--- /dev/null
+++ b/packages/frontend/admin/src/use-query.ts
@@ -0,0 +1,131 @@
+import {
+  gqlFetcherFactory,
+  type GraphQLQuery,
+  type QueryOptions,
+  type QueryResponse,
+} from '@affine/graphql';
+import type { GraphQLError } from 'graphql';
+import { useCallback, useMemo } from 'react';
+import type { SWRConfiguration, SWRResponse } from 'swr';
+import useSWR from 'swr';
+import useSWRImmutable from 'swr/immutable';
+import useSWRInfinite from 'swr/infinite';
+
+/**
+ * A `useSWR` wrapper for sending graphql queries
+ *
+ * @example
+ *
+ * ```ts
+ * import { someQuery, someQueryWithNoVars } from '@affine/graphql'
+ *
+ * const swrResponse1 = useQuery({
+ *   query: workspaceByIdQuery,
+ *   variables: { id: '1' }
+ * })
+ *
+ * const swrResponse2 = useQuery({
+ *   query: someQueryWithNoVars
+ * })
+ * ```
+ */
+type useQueryFn = <Query extends GraphQLQuery>(
+  options?: QueryOptions<Query>,
+  config?: Omit<
+    SWRConfiguration<
+      QueryResponse<Query>,
+      GraphQLError,
+      (options: QueryOptions<Query>) => Promise<QueryResponse<Query>>
+    >,
+    'fetcher'
+  >
+) => SWRResponse<
+  QueryResponse<Query>,
+  GraphQLError,
+  {
+    suspense: true;
+  }
+>;
+
+const createUseQuery =
+  (immutable: boolean): useQueryFn =>
+  (options, config) => {
+    const configWithSuspense: SWRConfiguration = useMemo(
+      () => ({
+        suspense: true,
+        ...config,
+      }),
+      [config]
+    );
+
+    const useSWRFn = immutable ? useSWRImmutable : useSWR;
+    return useSWRFn(
+      options ? () => ['cloud', options.query.id, options.variables] : null,
+      options ? () => gqlFetcher(options) : null,
+      configWithSuspense
+    );
+  };
+
+export const useQuery = createUseQuery(false);
+export const useQueryImmutable = createUseQuery(true);
+
+export const gqlFetcher = gqlFetcherFactory('/graphql', window.fetch);
+
+export function useQueryInfinite<Query extends GraphQLQuery>(
+  options: Omit<QueryOptions<Query>, 'variables'> & {
+    getVariables: (
+      pageIndex: number,
+      previousPageData: QueryResponse<Query>
+    ) => QueryOptions<Query>['variables'];
+  },
+  config?: Omit<
+    SWRConfiguration<
+      QueryResponse<Query>,
+      GraphQLError | GraphQLError[],
+      (options: QueryOptions<Query>) => Promise<QueryResponse<Query>>
+    >,
+    'fetcher'
+  >
+) {
+  const configWithSuspense: SWRConfiguration = useMemo(
+    () => ({
+      suspense: true,
+      ...config,
+    }),
+    [config]
+  );
+
+  const { data, setSize, size, error } = useSWRInfinite<
+    QueryResponse<Query>,
+    GraphQLError | GraphQLError[]
+  >(
+    (pageIndex: number, previousPageData: QueryResponse<Query>) => [
+      'cloud',
+      options.query.id,
+      options.getVariables(pageIndex, previousPageData),
+    ],
+    async ([_, __, variables]) => {
+      const params = { ...options, variables } as QueryOptions<Query>;
+      return gqlFetcher(params);
+    },
+    configWithSuspense
+  );
+
+  const loadingMore = size > 0 && data && !data[size - 1];
+
+  // TODO(@Peng): find a generic way to know whether or not there are more items to load
+  const loadMore = useCallback(() => {
+    if (loadingMore) {
+      return;
+    }
+    setSize(size => size + 1).catch(err => {
+      console.error(err);
+    });
+  }, [loadingMore, setSize]);
+  return {
+    data,
+    error,
+    loadingMore,
+    loadMore,
+  };
+}