diff --git a/packages/frontend/core/src/components/affine/ai-onboarding/apis.ts b/packages/frontend/core/src/components/affine/ai-onboarding/apis.ts
new file mode 100644
index 0000000000000..2150df330ab83
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/ai-onboarding/apis.ts
@@ -0,0 +1,38 @@
+import { AIOnboardingType } from './type';
+
+function createStorageEvent(key: string, newValue: string) {
+  const event = new StorageEvent('storage', {
+    key,
+    newValue,
+    oldValue: localStorage.getItem(key),
+    storageArea: localStorage,
+  });
+  window.dispatchEvent(event);
+}
+
+const setItem = function (key: string, value: string) {
+  const oldValue = localStorage.getItem(key);
+  localStorage.setItem.call(localStorage, key, value);
+  if (oldValue !== value) createStorageEvent(key, value);
+};
+
+/**
+ * Show/Hide AI onboarding manually
+ */
+export const toggleGeneralAIOnboarding = (show = true) => {
+  setItem(AIOnboardingType.GENERAL, show ? 'false' : 'true');
+};
+
+/**
+ * Show/Hide local AI toast manually
+ */
+export const toggleLocalAIOnboarding = (show = true) => {
+  setItem(AIOnboardingType.LOCAL, show ? 'false' : 'true');
+};
+
+/**
+ * Show/Hide edgeless AI toast manually
+ */
+export const toggleEdgelessAIOnboarding = (show = true) => {
+  setItem(AIOnboardingType.EDGELESS, show ? 'false' : 'true');
+};
diff --git a/packages/frontend/core/src/components/affine/ai-onboarding/edgeless.dialog.tsx b/packages/frontend/core/src/components/affine/ai-onboarding/edgeless.dialog.tsx
index e4c6096f32645..c2495154dba03 100644
--- a/packages/frontend/core/src/components/affine/ai-onboarding/edgeless.dialog.tsx
+++ b/packages/frontend/core/src/components/affine/ai-onboarding/edgeless.dialog.tsx
@@ -2,7 +2,6 @@ import { Button, FlexWrapper, notify } from '@affine/component';
 import { openSettingModalAtom } from '@affine/core/atoms';
 import { SubscriptionService } from '@affine/core/modules/cloud';
 import { mixpanel } from '@affine/core/utils';
-import { WorkspaceFlavour } from '@affine/env/workspace';
 import { useAFFiNEI18N } from '@affine/i18n/hooks';
 import { AiIcon } from '@blocksuite/icons';
 import {
@@ -17,6 +16,7 @@ import Lottie from 'lottie-react';
 import { useTheme } from 'next-themes';
 import { useCallback, useEffect, useMemo, useRef } from 'react';
 
+import { toggleEdgelessAIOnboarding } from './apis';
 import * as styles from './edgeless.dialog.css';
 import mouseTrackDark from './lottie/edgeless/mouse-track-dark.json';
 import mouseTrackLight from './lottie/edgeless/mouse-track-light.json';
@@ -25,7 +25,6 @@ import {
   localNotifyId$,
   showAIOnboardingGeneral$,
 } from './state';
-import type { BaseAIOnboardingDialogProps } from './type';
 
 const EdgelessOnboardingAnimation = () => {
   const { resolvedTheme } = useTheme();
@@ -46,10 +45,8 @@ const EdgelessOnboardingAnimation = () => {
   );
 };
 
-export const AIOnboardingEdgeless = ({
-  onDismiss,
-}: BaseAIOnboardingDialogProps) => {
-  const { workspaceService, docService, subscriptionService } = useServices({
+export const AIOnboardingEdgeless = () => {
+  const { docService, subscriptionService } = useServices({
     WorkspaceService,
     DocService,
     SubscriptionService,
@@ -61,8 +58,6 @@ export const AIOnboardingEdgeless = ({
   const aiSubscription = useLiveData(subscriptionService.subscription.ai$);
   const settingModalOpen = useAtomValue(openSettingModalAtom);
   const timeoutRef = useRef<ReturnType<typeof setTimeout>>();
-  const isCloud =
-    workspaceService.workspace.flavour === WorkspaceFlavour.AFFINE_CLOUD;
 
   const setSettingModal = useSetAtom(openSettingModalAtom);
 
@@ -87,7 +82,6 @@ export const AIOnboardingEdgeless = ({
     if (generalAIOnboardingOpened) return;
     if (notifyId) return;
     if (mode !== 'edgeless') return;
-    if (!isCloud) return;
     clearTimeout(timeoutRef.current);
     timeoutRef.current = setTimeout(() => {
       // try to close local onboarding
@@ -101,13 +95,13 @@ export const AIOnboardingEdgeless = ({
           iconColor: cssVar('processingColor'),
           thumb: <EdgelessOnboardingAnimation />,
           alignMessage: 'icon',
-          onDismiss,
+          onDismiss: () => toggleEdgelessAIOnboarding(false),
           footer: (
             <FlexWrapper marginTop={8} justifyContent="flex-end" gap="12px">
               <Button
                 onClick={() => {
                   notify.dismiss(id);
-                  onDismiss();
+                  toggleEdgelessAIOnboarding(false);
                 }}
                 type="plain"
                 className={styles.actionButton}
@@ -123,7 +117,7 @@ export const AIOnboardingEdgeless = ({
                   onClick={() => {
                     goToPricingPlans();
                     notify.dismiss(id);
-                    onDismiss();
+                    toggleEdgelessAIOnboarding(false);
                   }}
                 >
                   <span className={styles.purchaseButtonText}>
@@ -142,10 +136,8 @@ export const AIOnboardingEdgeless = ({
     aiSubscription,
     generalAIOnboardingOpened,
     goToPricingPlans,
-    isCloud,
     mode,
     notifyId,
-    onDismiss,
     settingModalOpen,
     t,
   ]);
diff --git a/packages/frontend/core/src/components/affine/ai-onboarding/general.dialog.tsx b/packages/frontend/core/src/components/affine/ai-onboarding/general.dialog.tsx
index e60ea2468803d..48438333fc69c 100644
--- a/packages/frontend/core/src/components/affine/ai-onboarding/general.dialog.tsx
+++ b/packages/frontend/core/src/components/affine/ai-onboarding/general.dialog.tsx
@@ -11,11 +11,11 @@ import { useAtom } from 'jotai';
 import type { ReactNode } from 'react';
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 
+import { toggleGeneralAIOnboarding } from './apis';
 import * as baseStyles from './base-style.css';
 import * as styles from './general.dialog.css';
 import { Slider } from './slider';
 import { showAIOnboardingGeneral$ } from './state';
-import type { BaseAIOnboardingDialogProps } from './type';
 
 type PlayListItem = { video: string; title: ReactNode; desc: ReactNode };
 type Translate = ReturnType<typeof useAFFiNEI18N>;
@@ -82,9 +82,7 @@ function prefetchVideos() {
   prefetched = true;
 }
 
-export const AIOnboardingGeneral = ({
-  onDismiss,
-}: BaseAIOnboardingDialogProps) => {
+export const AIOnboardingGeneral = () => {
   const { authService, subscriptionService } = useServices({
     AuthService,
     SubscriptionService,
@@ -111,8 +109,8 @@ export const AIOnboardingGeneral = ({
   }, []);
   const closeAndDismiss = useCallback(() => {
     showAIOnboardingGeneral$.next(false);
-    onDismiss();
-  }, [onDismiss]);
+    toggleGeneralAIOnboarding(false);
+  }, []);
   const goToPricingPlans = useCallback(() => {
     setSettingModal({
       open: true,
@@ -190,7 +188,7 @@ export const AIOnboardingGeneral = ({
       open={open}
       onOpenChange={v => {
         showAIOnboardingGeneral$.next(v);
-        if (!v && isLast) onDismiss();
+        if (!v && isLast) toggleGeneralAIOnboarding(false);
       }}
       contentOptions={{ className: styles.dialog }}
       overlayOptions={{ className: baseStyles.dialogOverlay }}
diff --git a/packages/frontend/core/src/components/affine/ai-onboarding/index.tsx b/packages/frontend/core/src/components/affine/ai-onboarding/index.tsx
index 2e5eb28cc3dce..1dcd47b82e565 100644
--- a/packages/frontend/core/src/components/affine/ai-onboarding/index.tsx
+++ b/packages/frontend/core/src/components/affine/ai-onboarding/index.tsx
@@ -1,4 +1,4 @@
-import { Suspense, useCallback, useState } from 'react';
+import { Suspense, useCallback, useEffect, useState } from 'react';
 
 import { AIOnboardingEdgeless } from './edgeless.dialog';
 import { AIOnboardingGeneral } from './general.dialog';
@@ -8,6 +8,15 @@ import { AIOnboardingType } from './type';
 const useDismiss = (key: AIOnboardingType) => {
   const [dismiss, setDismiss] = useState(localStorage.getItem(key) === 'true');
 
+  useEffect(() => {
+    const handler = (e: StorageEvent) => {
+      if (e.key !== key) return;
+      setDismiss(localStorage.getItem(key) === 'true');
+    };
+    window.addEventListener('storage', handler);
+    return () => window.removeEventListener('storage', handler);
+  }, [key]);
+
   const onDismiss = useCallback(() => {
     setDismiss(true);
     localStorage.setItem(key, 'true');
@@ -17,32 +26,21 @@ const useDismiss = (key: AIOnboardingType) => {
 };
 
 export const WorkspaceAIOnboarding = () => {
-  const [dismissGeneral, onDismissGeneral] = useDismiss(
-    AIOnboardingType.GENERAL
-  );
-  const [dismissLocal, onDismissLocal] = useDismiss(AIOnboardingType.LOCAL);
+  const [dismissGeneral] = useDismiss(AIOnboardingType.GENERAL);
+  const [dismissLocal] = useDismiss(AIOnboardingType.LOCAL);
 
   return (
     <Suspense>
-      {dismissGeneral ? null : (
-        <AIOnboardingGeneral onDismiss={onDismissGeneral} />
-      )}
-
-      {dismissLocal ? null : <AIOnboardingLocal onDismiss={onDismissLocal} />}
+      {dismissGeneral ? null : <AIOnboardingGeneral />}
+      {dismissLocal ? null : <AIOnboardingLocal />}
     </Suspense>
   );
 };
 
 export const PageAIOnboarding = () => {
-  const [dismissEdgeless, onDismissEdgeless] = useDismiss(
-    AIOnboardingType.EDGELESS
-  );
+  const [dismissEdgeless] = useDismiss(AIOnboardingType.EDGELESS);
 
   return (
-    <Suspense>
-      {dismissEdgeless ? null : (
-        <AIOnboardingEdgeless onDismiss={onDismissEdgeless} />
-      )}
-    </Suspense>
+    <Suspense>{dismissEdgeless ? null : <AIOnboardingEdgeless />}</Suspense>
   );
 };
diff --git a/packages/frontend/core/src/components/affine/ai-onboarding/local.dialog.tsx b/packages/frontend/core/src/components/affine/ai-onboarding/local.dialog.tsx
index d5922e03e5167..2793ed6d9d33a 100644
--- a/packages/frontend/core/src/components/affine/ai-onboarding/local.dialog.tsx
+++ b/packages/frontend/core/src/components/affine/ai-onboarding/local.dialog.tsx
@@ -10,9 +10,9 @@ import { useLiveData, useService } from '@toeverything/infra';
 import { cssVar } from '@toeverything/theme';
 import { useEffect, useRef } from 'react';
 
+import { toggleLocalAIOnboarding } from './apis';
 import * as styles from './local.dialog.css';
 import { edgelessNotifyId$, localNotifyId$ } from './state';
-import type { BaseAIOnboardingDialogProps } from './type';
 
 const LocalOnboardingAnimation = () => {
   return (
@@ -63,9 +63,7 @@ const FooterActions = ({ onDismiss }: { onDismiss: () => void }) => {
   );
 };
 
-export const AIOnboardingLocal = ({
-  onDismiss,
-}: BaseAIOnboardingDialogProps) => {
+export const AIOnboardingLocal = () => {
   const t = useAFFiNEI18N();
   const authService = useService(AuthService);
   const notifyId = useLiveData(localNotifyId$);
@@ -94,11 +92,11 @@ export const AIOnboardingLocal = ({
           iconColor: cssVar('brandColor'),
           thumb: <LocalOnboardingAnimation />,
           alignMessage: 'icon',
-          onDismiss,
+          onDismiss: () => toggleLocalAIOnboarding(false),
           footer: (
             <FooterActions
               onDismiss={() => {
-                onDismiss();
+                toggleLocalAIOnboarding(false);
                 notify.dismiss(id);
               }}
             />
@@ -109,7 +107,7 @@ export const AIOnboardingLocal = ({
       );
       localNotifyId$.next(id);
     }, 1000);
-  }, [notSignedIn, notifyId, onDismiss, t]);
+  }, [notSignedIn, notifyId, t]);
 
   return null;
 };
diff --git a/packages/frontend/core/src/components/affine/ai-onboarding/type.ts b/packages/frontend/core/src/components/affine/ai-onboarding/type.ts
index cf1306738f3d4..81063b2285806 100644
--- a/packages/frontend/core/src/components/affine/ai-onboarding/type.ts
+++ b/packages/frontend/core/src/components/affine/ai-onboarding/type.ts
@@ -1,6 +1,3 @@
-export interface BaseAIOnboardingDialogProps {
-  onDismiss: () => void;
-}
 export enum AIOnboardingType {
   GENERAL = 'dismissAiOnboarding',
   EDGELESS = 'dismissAiOnboardingEdgeless',