diff --git a/apps/web/src/components/pure/loading/page-loading.tsx b/apps/web/src/components/pure/loading/page-loading.tsx
index c62ab1084e..3823adc704 100644
--- a/apps/web/src/components/pure/loading/page-loading.tsx
+++ b/apps/web/src/components/pure/loading/page-loading.tsx
@@ -1,6 +1,5 @@
 import { styled } from '@affine/component';
 import { AffineLoading } from '@affine/component/affine-loading';
-import { useAFFiNEI18N } from '@affine/i18n/hooks';
 import { memo, Suspense } from 'react';
 
 export const Loading = memo(function Loading() {
@@ -35,12 +34,15 @@ const StyledLoadingContainer = styled('div')(() => {
   };
 });
 
-export const PageLoading = ({ text }: { text?: string }) => {
-  const t = useAFFiNEI18N();
+export const PageLoading = () => {
+  // We disable the loading on desktop, because want it looks faster.
+  //  This is a design requirement.
+  if (environment.isDesktop) {
+    return null;
+  }
   return (
     <StyledLoadingContainer>
       <Loading />
-      <h1>{text ? text : t['Loading']()}</h1>
     </StyledLoadingContainer>
   );
 };
diff --git a/apps/web/src/layouts/workspace-layout.tsx b/apps/web/src/layouts/workspace-layout.tsx
index b5b1eb7e0c..f2f2b1739d 100644
--- a/apps/web/src/layouts/workspace-layout.tsx
+++ b/apps/web/src/layouts/workspace-layout.tsx
@@ -2,12 +2,12 @@ import {
   AppContainer,
   MainContainer,
   ToolContainer,
+  WorkspaceFallback,
 } from '@affine/component/workspace';
 import { DebugLogger } from '@affine/debug';
 import { DEFAULT_HELLO_WORLD_PAGE_ID } from '@affine/env';
 import { initPage } from '@affine/env/blocksuite';
 import { setUpLanguage, useI18N } from '@affine/i18n';
-import { useAFFiNEI18N } from '@affine/i18n/hooks';
 import { createAffineGlobalChannel } from '@affine/workspace/affine/sync';
 import {
   rootCurrentPageIdAtom,
@@ -31,7 +31,6 @@ import {
   publicWorkspaceIdAtom,
 } from '../atoms/public-workspace';
 import { HelpIsland } from '../components/pure/help-island';
-import { PageLoading } from '../components/pure/loading';
 import { RootAppSidebar } from '../components/root-app-sidebar';
 import { useCurrentWorkspace } from '../hooks/current/use-current-workspace';
 import { useRouterHelper } from '../hooks/use-router-helper';
@@ -141,15 +140,14 @@ export const CurrentWorkspaceContext = ({
   useRouterWithWorkspaceIdDefense(router);
   const metadata = useAtomValue(rootWorkspacesMetadataAtom);
   const exist = metadata.find(m => m.id === workspaceId);
-  const t = useAFFiNEI18N();
   if (!router.isReady) {
-    return <PageLoading text={t['Router is Loading']()} />;
+    return <WorkspaceFallback key="router-is-loading" />;
   }
   if (!workspaceId) {
-    return <PageLoading text={t['Finding Workspace ID']()} />;
+    return <WorkspaceFallback key="finding-workspace-id" />;
   }
   if (!exist) {
-    return <PageLoading text={t['Workspace Not Found']()} />;
+    return <WorkspaceFallback key="workspace-not-found" />;
   }
   return <>{children}</>;
 };
@@ -157,7 +155,6 @@ export const CurrentWorkspaceContext = ({
 export const WorkspaceLayout: FC<PropsWithChildren> =
   function WorkspacesSuspense({ children }) {
     const i18n = useI18N();
-    const t = useAFFiNEI18N();
     useEffect(() => {
       document.documentElement.lang = i18n.language;
       // todo(himself65): this is a hack, we should use a better way to set the language
@@ -233,9 +230,7 @@ export const WorkspaceLayout: FC<PropsWithChildren> =
           </CurrentWorkspaceContext>
         </AllWorkspaceContext>
         <CurrentWorkspaceContext>
-          <Suspense
-            fallback={<PageLoading text={t['Finding Current Workspace']()} />}
-          >
+          <Suspense fallback={<WorkspaceFallback />}>
             <Provider>
               <WorkspaceLayoutInner>{children}</WorkspaceLayoutInner>
             </Provider>
@@ -251,7 +246,6 @@ export const WorkspaceLayoutInner: FC<PropsWithChildren> = ({ children }) => {
   const currentPageId = useAtomValue(rootCurrentPageIdAtom);
   const router = useRouter();
   const { jumpToPage } = useRouterHelper(router);
-  const t = useAFFiNEI18N();
 
   //#region init workspace
   if (currentWorkspace.blockSuiteWorkspace.isEmpty) {
@@ -360,9 +354,7 @@ export const WorkspaceLayoutInner: FC<PropsWithChildren> = ({ children }) => {
           paths={isPublicWorkspace ? publicPathGenerator : pathGenerator}
         />
         <MainContainer>
-          <Suspense fallback={<PageLoading text={t['Page is Loading']()} />}>
-            {children}
-          </Suspense>
+          <Suspense fallback={<WorkspaceFallback />}>{children}</Suspense>
           <ToolContainer>
             {/* fixme(himself65): remove this */}
             <div id="toolWrapper" style={{ marginBottom: '12px' }}>
diff --git a/apps/web/src/pages/_app.tsx b/apps/web/src/pages/_app.tsx
index a51f64afb7..d7817ef7d7 100644
--- a/apps/web/src/pages/_app.tsx
+++ b/apps/web/src/pages/_app.tsx
@@ -1,6 +1,7 @@
 import '@affine/component/theme/global.css';
 import '@affine/component/theme/theme.css';
 
+import { WorkspaceFallback } from '@affine/component/workspace';
 import { config, setupGlobal } from '@affine/env';
 import { createI18n, I18nextProvider } from '@affine/i18n';
 import { rootStore } from '@affine/workspace/atom';
@@ -15,7 +16,6 @@ import React, { lazy, Suspense, useEffect, useMemo } from 'react';
 
 import { AffineErrorBoundary } from '../components/affine/affine-error-eoundary';
 import { ProviderComposer } from '../components/provider-composer';
-import { PageLoading } from '../components/pure/loading';
 import { MessageCenter } from '../components/pure/message-center';
 import { ThemeProvider } from '../providers/theme-provider';
 import type { NextPageWithLayout } from '../shared';
@@ -66,7 +66,7 @@ const App = function App({
       <I18nextProvider i18n={i18n}>
         <MessageCenter />
         <AffineErrorBoundary router={useRouter()}>
-          <Suspense fallback={<PageLoading key="RootPageLoading" />}>
+          <Suspense fallback={<WorkspaceFallback key="RootPageLoading" />}>
             <ProviderComposer
               contexts={useMemo(
                 () =>
diff --git a/apps/web/src/pages/index.tsx b/apps/web/src/pages/index.tsx
index 368f9ba258..40a72052b5 100644
--- a/apps/web/src/pages/index.tsx
+++ b/apps/web/src/pages/index.tsx
@@ -1,5 +1,4 @@
 import { DebugLogger } from '@affine/debug';
-import { useAFFiNEI18N } from '@affine/i18n/hooks';
 import type { NextPage } from 'next';
 import { useRouter } from 'next/router';
 import { Suspense, useEffect } from 'react';
@@ -63,9 +62,8 @@ const IndexPageInner = () => {
 };
 
 const IndexPage: NextPage = () => {
-  const t = useAFFiNEI18N();
   return (
-    <Suspense fallback={<PageLoading text={t['Loading All Workspaces']()} />}>
+    <Suspense fallback={<PageLoading />}>
       <IndexPageInner />
     </Suspense>
   );
diff --git a/apps/web/src/plugins/affine/index.tsx b/apps/web/src/plugins/affine/index.tsx
index 22305bbd5e..3ec7ef5f7b 100644
--- a/apps/web/src/plugins/affine/index.tsx
+++ b/apps/web/src/plugins/affine/index.tsx
@@ -84,9 +84,7 @@ function AuthContext({ children }: PropsWithChildren): ReactElement {
     }
   }, [login]);
   if (!login) {
-    return (
-      <PageLoading text="No login, redirecting to local workspace page..." />
-    );
+    return <PageLoading />;
   }
   return <>{children}</>;
 }
@@ -278,7 +276,7 @@ export const AffinePlugin: WorkspacePlugin<WorkspaceFlavour.AFFINE> = {
   UI: {
     Provider: ({ children }) => {
       return (
-        <Suspense fallback={<PageLoading text="Checking login status..." />}>
+        <Suspense fallback={<PageLoading />}>
           <AuthContext>{children}</AuthContext>
         </Suspense>
       );
diff --git a/packages/component/src/components/app-sidebar/fallback.css.ts b/packages/component/src/components/app-sidebar/fallback.css.ts
new file mode 100644
index 0000000000..8a38d29eb1
--- /dev/null
+++ b/packages/component/src/components/app-sidebar/fallback.css.ts
@@ -0,0 +1,15 @@
+import { style } from '@vanilla-extract/css';
+
+export const fallbackStyle = style({
+  margin: '0 2px',
+  height: '100%',
+});
+
+export const fallbackHeaderStyle = style({
+  padding: '0 6px',
+  height: '58px',
+  width: '100%',
+  display: 'flex',
+  flexDirection: 'row',
+  gap: '8px',
+});
diff --git a/packages/component/src/components/app-sidebar/fallback.tsx b/packages/component/src/components/app-sidebar/fallback.tsx
new file mode 100644
index 0000000000..652ee3756e
--- /dev/null
+++ b/packages/component/src/components/app-sidebar/fallback.tsx
@@ -0,0 +1,18 @@
+import { Skeleton } from '@mui/material';
+import type { ReactElement } from 'react';
+
+import { fallbackHeaderStyle, fallbackStyle } from './fallback.css';
+import { AppSidebar } from './index';
+
+export const AppSidebarFallback = (): ReactElement | null => {
+  return (
+    <AppSidebar>
+      <div className={fallbackStyle}>
+        <div className={fallbackHeaderStyle}>
+          <Skeleton variant="circular" width={40} height={40} />
+          <Skeleton variant="rectangular" width={150} height={40} />
+        </div>
+      </div>
+    </AppSidebar>
+  );
+};
diff --git a/packages/component/src/components/app-sidebar/index.stories.tsx b/packages/component/src/components/app-sidebar/index.stories.tsx
index e7854e9954..7b2c0fb5b9 100644
--- a/packages/component/src/components/app-sidebar/index.stories.tsx
+++ b/packages/component/src/components/app-sidebar/index.stories.tsx
@@ -2,9 +2,15 @@ import { IconButton } from '@affine/component';
 import { SidebarIcon } from '@blocksuite/icons';
 import type { Meta, StoryFn } from '@storybook/react';
 import { useAtom } from 'jotai';
+import type { PropsWithChildren } from 'react';
 import { useState } from 'react';
 
-import { AppSidebar, appSidebarOpenAtom, ResizeIndicator } from '.';
+import {
+  AppSidebar,
+  AppSidebarFallback,
+  appSidebarOpenAtom,
+  ResizeIndicator,
+} from '.';
 import { navHeaderStyle, sidebarButtonStyle } from './index.css';
 
 export default {
@@ -12,42 +18,61 @@ export default {
   component: AppSidebar,
 } satisfies Meta;
 
+const Container = ({ children }: PropsWithChildren) => (
+  <main
+    style={{
+      position: 'relative',
+      width: '100vw',
+      height: '600px',
+      overflow: 'hidden',
+      display: 'flex',
+      flexDirection: 'row',
+    }}
+  >
+    {children}
+  </main>
+);
+const Main = () => {
+  const [open, setOpen] = useAtom(appSidebarOpenAtom);
+  return (
+    <div>
+      <div className={navHeaderStyle}>
+        {!open && (
+          <IconButton
+            className={sidebarButtonStyle}
+            onClick={() => {
+              setOpen(true);
+            }}
+          >
+            <SidebarIcon width={24} height={24} />
+          </IconButton>
+        )}
+      </div>
+    </div>
+  );
+};
 const Footer = () => <div>Add Page</div>;
 
 export const Default: StoryFn = () => {
-  const [open, setOpen] = useAtom(appSidebarOpenAtom);
   const [ref, setRef] = useState<HTMLElement | null>(null);
   return (
     <>
-      <main
-        style={{
-          position: 'relative',
-          width: '100vw',
-          height: '600px',
-          overflow: 'hidden',
-          display: 'flex',
-          flexDirection: 'row',
-        }}
-      >
+      <Container>
         <AppSidebar footer={<Footer />} ref={setRef}>
           Test
         </AppSidebar>
         <ResizeIndicator targetElement={ref} />
-        <div>
-          <div className={navHeaderStyle}>
-            {!open && (
-              <IconButton
-                className={sidebarButtonStyle}
-                onClick={() => {
-                  setOpen(true);
-                }}
-              >
-                <SidebarIcon width={24} height={24} />
-              </IconButton>
-            )}
-          </div>
-        </div>
-      </main>
+        <Main />
+      </Container>
     </>
   );
 };
+
+export const Fallback = () => {
+  return (
+    <Container>
+      <AppSidebarFallback />
+      <Main />
+    </Container>
+  );
+};
diff --git a/packages/component/src/components/app-sidebar/index.tsx b/packages/component/src/components/app-sidebar/index.tsx
index cb0df5e360..db3d807a54 100644
--- a/packages/component/src/components/app-sidebar/index.tsx
+++ b/packages/component/src/components/app-sidebar/index.tsx
@@ -151,5 +151,6 @@ export const AppSidebar = forwardRef<HTMLElement, AppSidebarProps>(
   }
 );
 
+export { AppSidebarFallback } from './fallback';
 export type { ResizeIndicatorProps } from './resize-indicator';
 export { ResizeIndicator } from './resize-indicator';
diff --git a/packages/component/src/components/block-suite-editor/index.css.ts b/packages/component/src/components/block-suite-editor/index.css.ts
index a3b38b41d5..3b7bd0186d 100644
--- a/packages/component/src/components/block-suite-editor/index.css.ts
+++ b/packages/component/src/components/block-suite-editor/index.css.ts
@@ -1,5 +1,12 @@
 import { style } from '@vanilla-extract/css';
 
 export const blockSuiteEditorStyle = style({
-  padding: '0 1rem',
+  maxWidth: 'var(--affine-editor-width)',
+  margin: '0 2rem',
+  padding: '0 24px',
+});
+
+export const blockSuiteEditorHeaderStyle = style({
+  marginTop: '40px',
+  marginBottom: '40px',
 });
diff --git a/packages/component/src/components/block-suite-editor/index.tsx b/packages/component/src/components/block-suite-editor/index.tsx
index eef7dea7e0..0d437d328c 100644
--- a/packages/component/src/components/block-suite-editor/index.tsx
+++ b/packages/component/src/components/block-suite-editor/index.tsx
@@ -12,7 +12,10 @@ import { createPortal } from 'react-dom';
 import type { FallbackProps } from 'react-error-boundary';
 import { ErrorBoundary } from 'react-error-boundary';
 
-import { blockSuiteEditorStyle } from './index.css';
+import {
+  blockSuiteEditorHeaderStyle,
+  blockSuiteEditorStyle,
+} from './index.css';
 
 export type EditorProps = {
   page: Page;
@@ -136,10 +139,11 @@ const BlockSuiteErrorFallback = (
 export const BlockSuiteFallback = memo(function BlockSuiteFallback() {
   return (
     <div className={blockSuiteEditorStyle}>
-      <Skeleton animation="wave" height={60} />
-      {Array.from({ length: 10 }).map((_, index) => (
-        <Skeleton animation="wave" height={30} key={index} />
-      ))}
+      <Skeleton
+        className={blockSuiteEditorHeaderStyle}
+        animation="wave"
+        height={50}
+      />
       <Skeleton animation="wave" height={30} width="40%" />
     </div>
   );
diff --git a/packages/component/src/components/workspace/index.tsx b/packages/component/src/components/workspace/index.tsx
index 876bf3707f..83ffd3326c 100644
--- a/packages/component/src/components/workspace/index.tsx
+++ b/packages/component/src/components/workspace/index.tsx
@@ -1,6 +1,7 @@
 import { clsx } from 'clsx';
 import type { PropsWithChildren, ReactElement } from 'react';
 
+import { AppSidebarFallback } from '../app-sidebar';
 import { appStyle, mainContainerStyle, toolStyle } from './index.css';
 
 export type WorkspaceRootProps = PropsWithChildren<{
@@ -32,3 +33,12 @@ export const MainContainer = (props: MainContainerProps): ReactElement => {
 export const ToolContainer = (props: PropsWithChildren): ReactElement => {
   return <div className={toolStyle}>{props.children}</div>;
 };
+
+export const WorkspaceFallback = (): ReactElement => {
+  return (
+    <AppContainer>
+      <AppSidebarFallback />
+      <MainContainer></MainContainer>
+    </AppContainer>
+  );
+};