diff --git a/packages/console/src/App.tsx b/packages/console/src/App.tsx
index 530f0f00d..4c7c80558 100644
--- a/packages/console/src/App.tsx
+++ b/packages/console/src/App.tsx
@@ -21,6 +21,7 @@ import ErrorBoundary from './containers/ErrorBoundary';
 import TenantAppContainer from './containers/TenantAppContainer';
 import AppConfirmModalProvider from './contexts/AppConfirmModalProvider';
 import AppEndpointsProvider from './contexts/AppEndpointsProvider';
+import { AppThemeProvider } from './contexts/AppThemeProvider';
 import TenantsProvider, { TenantsContext } from './contexts/TenantsProvider';
 
 void initI18n();
@@ -60,17 +61,19 @@ const Content = () => {
         scopes,
       }}
     >
-      <ErrorBoundary>
-        {!isCloud || isSettle ? (
-          <AppEndpointsProvider>
-            <AppConfirmModalProvider>
-              <TenantAppContainer />
-            </AppConfirmModalProvider>
-          </AppEndpointsProvider>
-        ) : (
-          <CloudApp />
-        )}
-      </ErrorBoundary>
+      <AppThemeProvider>
+        <ErrorBoundary>
+          {!isCloud || isSettle ? (
+            <AppEndpointsProvider>
+              <AppConfirmModalProvider>
+                <TenantAppContainer />
+              </AppConfirmModalProvider>
+            </AppEndpointsProvider>
+          ) : (
+            <CloudApp />
+          )}
+        </ErrorBoundary>
+      </AppThemeProvider>
     </LogtoProvider>
   );
 };
diff --git a/packages/console/src/cloud/App.tsx b/packages/console/src/cloud/App.tsx
index b09f47a34..be16c4c6a 100644
--- a/packages/console/src/cloud/App.tsx
+++ b/packages/console/src/cloud/App.tsx
@@ -1,6 +1,5 @@
 import { BrowserRouter, Route, Routes } from 'react-router-dom';
 
-import { AppThemeProvider } from '@/contexts/AppThemeProvider';
 import Callback from '@cloud/pages/Callback';
 
 import * as styles from './App.module.scss';
@@ -11,16 +10,14 @@ import { CloudRoute } from './types';
 const App = () => {
   return (
     <BrowserRouter>
-      <AppThemeProvider>
-        <div className={styles.app}>
-          <Routes>
-            <Route path={`/${CloudRoute.Callback}`} element={<Callback />} />
-            <Route path={`/${CloudRoute.SocialDemoCallback}`} element={<SocialDemoCallback />} />
-            <Route path={`/:tenantId/${CloudRoute.Callback}`} element={<Callback />} />
-            <Route path="/*" element={<Main />} />
-          </Routes>
-        </div>
-      </AppThemeProvider>
+      <div className={styles.app}>
+        <Routes>
+          <Route path={`/${CloudRoute.Callback}`} element={<Callback />} />
+          <Route path={`/${CloudRoute.SocialDemoCallback}`} element={<SocialDemoCallback />} />
+          <Route path={`/:tenantId/${CloudRoute.Callback}`} element={<Callback />} />
+          <Route path="/*" element={<Main />} />
+        </Routes>
+      </div>
     </BrowserRouter>
   );
 };
diff --git a/packages/console/src/contexts/AppThemeProvider/index.tsx b/packages/console/src/contexts/AppThemeProvider/index.tsx
index 6a79ca0d4..c61f83f06 100644
--- a/packages/console/src/contexts/AppThemeProvider/index.tsx
+++ b/packages/console/src/contexts/AppThemeProvider/index.tsx
@@ -1,5 +1,5 @@
 import { Theme } from '@logto/schemas';
-import { conditionalString, trySafe } from '@silverhand/essentials';
+import { conditionalString, noop, trySafe } from '@silverhand/essentials';
 import type { ReactNode } from 'react';
 import { useEffect, useMemo, useState, createContext } from 'react';
 
@@ -10,44 +10,55 @@ import { appearanceModeGuard, DynamicAppearanceMode } from '@/types/appearance-m
 import * as styles from './index.module.scss';
 
 type Props = {
-  fixedTheme?: Theme;
-  appearanceMode?: AppearanceMode;
   children: ReactNode;
 };
 
-type AppTheme = {
+type Context = {
   theme: Theme;
+  setAppearanceMode: (mode: AppearanceMode) => void;
+  setThemeOverride: React.Dispatch<React.SetStateAction<Theme | undefined>>;
 };
 
-const defaultTheme: Theme = Theme.Light;
-
 const darkThemeWatchMedia = window.matchMedia('(prefers-color-scheme: dark)');
 const getThemeBySystemConfiguration = (): Theme =>
   darkThemeWatchMedia.matches ? Theme.Dark : Theme.Light;
 
-export const getAppearanceModeFromLocalStorage = (): AppearanceMode =>
+export const buildDefaultAppearanceMode = (): AppearanceMode =>
   trySafe(() => appearanceModeGuard.parse(localStorage.getItem(appearanceModeStorageKey))) ??
   DynamicAppearanceMode.System;
 
-export const AppThemeContext = createContext<AppTheme>({
+const defaultAppearanceMode = buildDefaultAppearanceMode();
+
+const defaultTheme =
+  defaultAppearanceMode === DynamicAppearanceMode.System
+    ? getThemeBySystemConfiguration()
+    : defaultAppearanceMode;
+
+export const AppThemeContext = createContext<Context>({
   theme: defaultTheme,
+  setAppearanceMode: noop,
+  setThemeOverride: noop,
 });
 
-export const AppThemeProvider = ({ fixedTheme, appearanceMode, children }: Props) => {
+export const AppThemeProvider = ({ children }: Props) => {
   const [theme, setTheme] = useState<Theme>(defaultTheme);
+  const [themeOverride, setThemeOverride] = useState<Theme>();
+  const [mode, setMode] = useState<AppearanceMode>(defaultAppearanceMode);
+
+  const setAppearanceMode = (mode: AppearanceMode) => {
+    setMode(mode);
+    localStorage.setItem(appearanceModeStorageKey, mode);
+  };
 
   useEffect(() => {
-    if (fixedTheme) {
-      setTheme(fixedTheme);
+    if (themeOverride) {
+      setTheme(themeOverride);
 
       return;
     }
 
-    // Note: if the appearanceMode is not available, attempt to retrieve the last saved value from localStorage.
-    const appliedAppearanceMode = appearanceMode ?? getAppearanceModeFromLocalStorage();
-
-    if (appliedAppearanceMode !== DynamicAppearanceMode.System) {
-      setTheme(appliedAppearanceMode);
+    if (mode !== DynamicAppearanceMode.System) {
+      setTheme(mode);
 
       return;
     }
@@ -63,7 +74,7 @@ export const AppThemeProvider = ({ fixedTheme, appearanceMode, children }: Props
     return () => {
       darkThemeWatchMedia.removeEventListener('change', changeTheme);
     };
-  }, [appearanceMode, fixedTheme]);
+  }, [mode, themeOverride]);
 
   // Set Theme Mode
   useEffect(() => {
@@ -71,9 +82,11 @@ export const AppThemeProvider = ({ fixedTheme, appearanceMode, children }: Props
     document.body.classList.add(conditionalString(styles[theme]));
   }, [theme]);
 
-  const context = useMemo(
+  const context = useMemo<Context>(
     () => ({
       theme,
+      setAppearanceMode,
+      setThemeOverride,
     }),
     [theme]
   );
diff --git a/packages/console/src/hooks/use-user-preferences.ts b/packages/console/src/hooks/use-user-preferences.ts
index bf9dbd046..16f11c62c 100644
--- a/packages/console/src/hooks/use-user-preferences.ts
+++ b/packages/console/src/hooks/use-user-preferences.ts
@@ -1,9 +1,8 @@
 import { builtInLanguages as builtInConsoleLanguages } from '@logto/phrases';
-import { useEffect, useMemo } from 'react';
+import { useContext, useEffect, useMemo } from 'react';
 import { z } from 'zod';
 
-import { appearanceModeStorageKey } from '@/consts';
-import { getAppearanceModeFromLocalStorage } from '@/contexts/AppThemeProvider';
+import { AppThemeContext, buildDefaultAppearanceMode } from '@/contexts/AppThemeProvider';
 import { appearanceModeGuard } from '@/types/appearance-mode';
 
 import useMeCustomData from './use-me-custom-data';
@@ -22,6 +21,7 @@ export type UserPreferences = z.infer<typeof userPreferencesGuard>;
 
 const useUserPreferences = () => {
   const { data, error, isLoading, isLoaded, update: updateMeCustomData } = useMeCustomData();
+  const { setAppearanceMode } = useContext(AppThemeContext);
 
   const userPreferences = useMemo(() => {
     const parsed = z.object({ [adminConsolePreferencesKey]: userPreferencesGuard }).safeParse(data);
@@ -29,7 +29,7 @@ const useUserPreferences = () => {
     return parsed.success
       ? parsed.data[adminConsolePreferencesKey]
       : {
-          appearanceMode: getAppearanceModeFromLocalStorage(),
+          appearanceMode: buildDefaultAppearanceMode(),
         };
   }, [data]);
 
@@ -43,8 +43,8 @@ const useUserPreferences = () => {
   };
 
   useEffect(() => {
-    localStorage.setItem(appearanceModeStorageKey, userPreferences.appearanceMode);
-  }, [userPreferences.appearanceMode]);
+    setAppearanceMode(userPreferences.appearanceMode);
+  }, [setAppearanceMode, userPreferences.appearanceMode]);
 
   return {
     isLoading,
diff --git a/packages/console/src/onboarding/App.tsx b/packages/console/src/onboarding/App.tsx
index 68dd49a11..abc71dccf 100644
--- a/packages/console/src/onboarding/App.tsx
+++ b/packages/console/src/onboarding/App.tsx
@@ -1,4 +1,5 @@
 import { Theme } from '@logto/schemas';
+import { useContext, useEffect } from 'react';
 import { BrowserRouter, Routes, Route, Navigate } from 'react-router-dom';
 import { SWRConfig } from 'swr';
 
@@ -6,7 +7,7 @@ import AppLoading from '@/components/AppLoading';
 import Toast from '@/components/Toast';
 import { getBasename } from '@/consts';
 import AppBoundary from '@/containers/AppBoundary';
-import { AppThemeProvider } from '@/contexts/AppThemeProvider';
+import { AppThemeContext } from '@/contexts/AppThemeProvider';
 import useSwrOptions from '@/hooks/use-swr-options';
 import NotFound from '@/pages/NotFound';
 
@@ -24,6 +25,15 @@ const welcomePathname = getOnboardingPage(OnboardingPage.Welcome);
 
 const App = () => {
   const swrOptions = useSwrOptions();
+  const { setThemeOverride } = useContext(AppThemeContext);
+
+  useEffect(() => {
+    setThemeOverride(Theme.Light);
+
+    return () => {
+      setThemeOverride(undefined);
+    };
+  }, [setThemeOverride]);
 
   const {
     data: { questionnaire },
@@ -38,39 +48,31 @@ const App = () => {
     <BrowserRouter basename={getBasename()}>
       <div className={styles.app}>
         <SWRConfig value={swrOptions}>
-          <AppThemeProvider fixedTheme={Theme.Light}>
-            <AppBoundary>
-              <Toast />
-              <Routes>
+          <AppBoundary>
+            <Toast />
+            <Routes>
+              <Route index element={<Navigate replace to={welcomePathname} />} />
+              <Route path={`/${OnboardingRoute.Onboarding}`} element={<AppContent />}>
                 <Route index element={<Navigate replace to={welcomePathname} />} />
-                <Route path={`/${OnboardingRoute.Onboarding}`} element={<AppContent />}>
-                  <Route index element={<Navigate replace to={welcomePathname} />} />
-                  <Route path={OnboardingPage.Welcome} element={<Welcome />} />
-                  <Route
-                    path={OnboardingPage.AboutUser}
-                    element={questionnaire ? <About /> : <Navigate replace to={welcomePathname} />}
-                  />
-                  <Route
-                    path={OnboardingPage.SignInExperience}
-                    element={
-                      questionnaire ? (
-                        <SignInExperience />
-                      ) : (
-                        <Navigate replace to={welcomePathname} />
-                      )
-                    }
-                  />
-                  <Route
-                    path={OnboardingPage.Congrats}
-                    element={
-                      questionnaire ? <Congrats /> : <Navigate replace to={welcomePathname} />
-                    }
-                  />
-                </Route>
-                <Route path="*" element={<NotFound />} />
-              </Routes>
-            </AppBoundary>
-          </AppThemeProvider>
+                <Route path={OnboardingPage.Welcome} element={<Welcome />} />
+                <Route
+                  path={OnboardingPage.AboutUser}
+                  element={questionnaire ? <About /> : <Navigate replace to={welcomePathname} />}
+                />
+                <Route
+                  path={OnboardingPage.SignInExperience}
+                  element={
+                    questionnaire ? <SignInExperience /> : <Navigate replace to={welcomePathname} />
+                  }
+                />
+                <Route
+                  path={OnboardingPage.Congrats}
+                  element={questionnaire ? <Congrats /> : <Navigate replace to={welcomePathname} />}
+                />
+              </Route>
+              <Route path="*" element={<NotFound />} />
+            </Routes>
+          </AppBoundary>
         </SWRConfig>
       </div>
     </BrowserRouter>
diff --git a/packages/console/src/pages/Main/index.tsx b/packages/console/src/pages/Main/index.tsx
index 50af7fd41..33fcc586a 100644
--- a/packages/console/src/pages/Main/index.tsx
+++ b/packages/console/src/pages/Main/index.tsx
@@ -6,9 +6,7 @@ import { getBasename } from '@/consts';
 import AppBoundary from '@/containers/AppBoundary';
 import AppContent from '@/containers/AppContent';
 import ConsoleContent from '@/containers/ConsoleContent';
-import { AppThemeProvider } from '@/contexts/AppThemeProvider';
 import useSwrOptions from '@/hooks/use-swr-options';
-import useUserPreferences from '@/hooks/use-user-preferences';
 import Callback from '@/pages/Callback';
 import Welcome from '@/pages/Welcome';
 
@@ -16,26 +14,21 @@ import HandleSocialCallback from '../Profile/containers/HandleSocialCallback';
 
 const Main = () => {
   const swrOptions = useSwrOptions();
-  const {
-    data: { appearanceMode },
-  } = useUserPreferences();
 
   return (
     <BrowserRouter basename={getBasename()}>
       <SWRConfig value={swrOptions}>
-        <AppThemeProvider appearanceMode={appearanceMode}>
-          <AppBoundary>
-            <Toast />
-            <Routes>
-              <Route path="callback" element={<Callback />} />
-              <Route path="welcome" element={<Welcome />} />
-              <Route path="handle-social" element={<HandleSocialCallback />} />
-              <Route element={<AppContent />}>
-                <Route path="/*" element={<ConsoleContent />} />
-              </Route>
-            </Routes>
-          </AppBoundary>
-        </AppThemeProvider>
+        <AppBoundary>
+          <Toast />
+          <Routes>
+            <Route path="callback" element={<Callback />} />
+            <Route path="welcome" element={<Welcome />} />
+            <Route path="handle-social" element={<HandleSocialCallback />} />
+            <Route element={<AppContent />}>
+              <Route path="/*" element={<ConsoleContent />} />
+            </Route>
+          </Routes>
+        </AppBoundary>
       </SWRConfig>
     </BrowserRouter>
   );