diff --git a/packages/frontend/core/package.json b/packages/frontend/core/package.json
index fd4a17ebf2..32f28e2b25 100644
--- a/packages/frontend/core/package.json
+++ b/packages/frontend/core/package.json
@@ -50,6 +50,7 @@
     "@toeverything/theme": "^0.7.20",
     "@vanilla-extract/css": "^1.13.0",
     "@vanilla-extract/dynamic": "^2.0.3",
+    "animejs": "^3.2.2",
     "async-call-rpc": "^6.3.1",
     "bytes": "^3.1.2",
     "clsx": "^2.0.0",
@@ -93,6 +94,7 @@
     "@svgr/webpack": "^8.1.0",
     "@swc/core": "^1.3.93",
     "@testing-library/react": "^14.0.0",
+    "@types/animejs": "^3",
     "@types/bytes": "^3.1.3",
     "@types/image-blob-reduce": "^4.1.3",
     "@types/lodash-es": "^4.17.9",
diff --git a/packages/frontend/core/src/components/affine/onboarding/articles/index.tsx b/packages/frontend/core/src/components/affine/onboarding/articles/index.tsx
new file mode 100644
index 0000000000..15038bff6b
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/articles/index.tsx
@@ -0,0 +1,228 @@
+import { article, articleWrapper, text, title } from '../curve-paper/paper.css';
+import type { ArticleId, ArticleOption } from '../types';
+
+const ids = ['0', '1', '2', '3', '4'] as Array<ArticleId>;
+
+/** locate paper */
+const paperLocations = {
+  '0': {
+    x: 0,
+    y: 0,
+  },
+  '1': {
+    x: -240,
+    y: -100,
+  },
+  '2': {
+    x: 240,
+    y: -100,
+  },
+  '3': {
+    x: -480,
+    y: 40,
+  },
+  '4': {
+    x: 480,
+    y: 50,
+  },
+};
+
+/** paper enter animation config */
+const paperEnterAnimationOriginal = {
+  '0': {
+    curveCenter: 4,
+    curve: 292,
+    delay: 800,
+    fromZ: 1230,
+    fromX: -76,
+    fromY: 100,
+    fromRotateX: 185,
+    fromRotateY: -166,
+    fromRotateZ: 252,
+    toZ: 0,
+    // toX: 12,
+    // toY: -30,
+    toRotateZ: 6,
+    duration: '2s',
+    easing: 'ease',
+  },
+  '1': {
+    curveCenter: 4,
+    curve: 280,
+    delay: 0,
+    fromZ: 3697,
+    fromX: 25,
+    fromY: -93,
+    fromRotateX: 331,
+    fromRotateY: 360,
+    fromRotateZ: -257,
+    toZ: 0,
+    // toX: -18,
+    // toY: -28,
+    toRotateZ: -8,
+    duration: '2s',
+    easing: 'ease',
+  },
+  '2': {
+    curveCenter: 3,
+    curve: 660,
+    delay: 1700,
+    fromZ: 57379,
+    fromX: 2,
+    fromY: -77,
+    fromRotateX: 0,
+    fromRotateY: 0,
+    fromRotateZ: 0,
+    toZ: 0,
+    // toX: -3,
+    // toY: -21,
+    toRotateZ: 2,
+    duration: '2s',
+    easing: 'ease',
+  },
+  '3': {
+    curveCenter: 4,
+    curve: 260,
+    delay: 1500,
+    fromZ: 4303,
+    fromX: -37,
+    fromY: -100,
+    fromRotateX: 360,
+    fromRotateY: 360,
+    fromRotateZ: 8,
+    toZ: 0,
+    // toX: -30,
+    // toY: -9,
+    toRotateZ: 2,
+    duration: '2s',
+    easing: 'ease',
+  },
+  '4': {
+    curveCenter: 3,
+    curve: 270,
+    delay: 1571,
+    fromZ: 1876,
+    fromX: 65,
+    fromY: 48,
+    fromRotateX: 101,
+    fromRotateY: 188,
+    fromRotateZ: -200,
+    toZ: 0,
+    // toX: 24,
+    // toY: -2,
+    toRotateZ: 8,
+    duration: '2s',
+    easing: 'ease',
+  },
+};
+
+export type PaperEnterAnimation = (typeof paperEnterAnimationOriginal)[0];
+export const paperEnterAnimations = paperEnterAnimationOriginal as Record<
+  any,
+  PaperEnterAnimation
+>;
+
+/** Brief content */
+const paperBriefs = {
+  '0': (
+    <div className={articleWrapper}>
+      <article className={article}>
+        <h1 className={title}>Breath of the Wild: Redefining Game Design</h1>
+        <p className={text}>
+          “With all the time you spend watching TV,” he tells me, “you could
+          have written a novel by now.” It’s hard to disagree with the sentiment
+          — writing a novel is undoubtedly a better use of time than watching TV
+          — but what about the hidden assumption? Such comments imply that time
+          is “fungible” — that time spent watching TV can just as easily be
+          spent writing a novel. And sadly, that’s just not the case.
+        </p>
+      </article>
+    </div>
+  ),
+  '1': (
+    <div className={articleWrapper}>
+      <article className={article}>
+        <h1 className={title}>Learning with earning with retrieval practice</h1>
+        <p className={text}>
+          Are there any specific techniques to make the process of learning more
+          effective?
+        </p>
+        <p className={text}>
+          Students often re-read, underline, or highlight materials, thinking
+          that it will help them learn better. But, the best method for really
+          turning information into long-term memory is to use what is called
+          ‘retrieval practice’.
+        </p>
+      </article>
+    </div>
+  ),
+  '2': (
+    <div className={articleWrapper}>
+      <article className={article}>
+        <h1 className={title}>
+          Local-first software
+          <br />
+          You own your data, in spite of the cloud
+        </h1>
+        <p className={text}>
+          Cloud apps like Google Docs and Trello are popular because they enable
+          real-time collaboration with colleagues, and they make it easy for us
+          to access our work from all of our devices. However, by centralizing
+          data storage on servers, cloud apps also take away ownership and
+          agency from users. If a service shuts down, the software stops
+          functioning, and data created with that software is lost.
+        </p>
+      </article>
+    </div>
+  ),
+  '3': (
+    <div className={articleWrapper}>
+      <article className={article}>
+        <h1 className={title}>More Is Different</h1>
+        <p className={text}>
+          Broken symmetry and the nature of the hierarchical structure of
+          science
+        </p>
+        <p className={text}>
+          The reductionist hypothesis may still be a topic for controversy among
+          philosophers, but among the great majority of active scientists I
+          think it is accepted without questions. The workings of our minds and
+          bodies, and of all the animate or inanimate matter of which we have
+          any detailed knowledge, are assumed to be controlled by the same set
+          of fundamental laws, which except under certain extreme conditions we
+          feel we know pretty well.
+        </p>
+      </article>
+    </div>
+  ),
+  '4': (
+    <div className={articleWrapper}>
+      <article className={article}>
+        <h1 className={title}>HOWTO: Be more productive</h1>
+        <p className={text}>
+          “With all the time you spend watching TV,” he tells me, “you could
+          have written a novel by now.” It’s hard to disagree with the sentiment
+          — writing a novel is undoubtedly a better use of time than watching TV
+          — but what about the hidden assumption? Such comments imply that time
+          is “fungible” — that time spent watching TV can just as easily be
+          spent writing a novel. And sadly, that’s just not the case.
+        </p>
+      </article>
+    </div>
+  ),
+};
+
+export const articles: Record<ArticleId, ArticleOption> = ids.reduce(
+  (acc, id) => {
+    return {
+      ...acc,
+      [id]: {
+        id,
+        location: paperLocations[id],
+        enterOptions: paperEnterAnimations[id],
+        brief: paperBriefs[id],
+      } satisfies ArticleOption,
+    };
+  },
+  {} as Record<ArticleId, ArticleOption>
+);
diff --git a/packages/frontend/core/src/components/affine/onboarding/curve-paper/paper.css.ts b/packages/frontend/core/src/components/affine/onboarding/curve-paper/paper.css.ts
new file mode 100644
index 0000000000..6a8d0b657c
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/curve-paper/paper.css.ts
@@ -0,0 +1,94 @@
+import { createVar, style } from '@vanilla-extract/css';
+
+import { onboardingVars } from '../style.css';
+
+export const paperWidthVar = createVar();
+export const paperHeightVar = createVar();
+
+export const paper = style({
+  vars: {
+    [paperWidthVar]: onboardingVars.paper.w,
+    [paperHeightVar]: onboardingVars.paper.h,
+  },
+
+  width: paperWidthVar,
+  height: paperHeightVar,
+  position: 'relative',
+});
+
+export const segment = style({
+  width: '100%',
+  height: '100%',
+  background: onboardingVars.paper.bg,
+  position: 'absolute',
+  top: `calc(var(--segments-up) / var(--segments) * 100%)`,
+
+  selectors: {
+    ['&[data-root="true"]']: {
+      height: `calc(1 / var(--segments) * 100%)`,
+    },
+    ['&[data-direction="up"]']: {
+      top: 'unset',
+      bottom: `100%`,
+      transformOrigin: 'bottom',
+    },
+    ['&[data-direction="down"]']: {
+      top: `100%`,
+      transformOrigin: 'top',
+    },
+    ['&[data-top="true"]']: {
+      borderTopLeftRadius: onboardingVars.paper.r,
+      borderTopRightRadius: onboardingVars.paper.r,
+    },
+    ['&[data-bottom="true"]']: {
+      borderBottomLeftRadius: onboardingVars.paper.r,
+      borderBottomRightRadius: onboardingVars.paper.r,
+    },
+  },
+});
+
+export const contentWrapper = style({
+  width: '100%',
+  height: '100%',
+  overflow: 'hidden',
+  position: 'absolute',
+});
+
+export const content = style({
+  padding: '16px',
+  overflow: 'hidden',
+  fontFamily: 'var(--affine-font-family)',
+
+  selectors: {
+    [`${contentWrapper} > &`]: {
+      position: 'absolute',
+      width: paperWidthVar,
+      height: paperHeightVar,
+      top: `calc((var(--index)) * -100%)`,
+    },
+  },
+});
+
+export const articleWrapper = style({
+  width: '100%',
+  height: '100%',
+  overflow: 'hidden',
+});
+
+export const article = style({
+  display: 'flex',
+  flexDirection: 'column',
+  gap: '12px',
+  color: onboardingVars.paper.textColor,
+});
+
+export const title = style({
+  fontSize: '18px',
+  fontWeight: 600,
+  lineHeight: '26px',
+});
+export const text = style({
+  fontSize: '14px',
+  fontWeight: 400,
+  lineHeight: '22px',
+});
diff --git a/packages/frontend/core/src/components/affine/onboarding/curve-paper/paper.tsx b/packages/frontend/core/src/components/affine/onboarding/curve-paper/paper.tsx
new file mode 100644
index 0000000000..a04718fbe1
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/curve-paper/paper.tsx
@@ -0,0 +1,23 @@
+import type { ReactNode } from 'react';
+
+import * as styles from './paper.css';
+import { Segments } from './segments';
+
+export interface PaperProps {
+  segments: number;
+  centerIndex: number;
+  content: ReactNode;
+}
+
+export const Paper = (props: PaperProps) => {
+  return (
+    <div className={styles.paper}>
+      <Segments
+        level={props.segments}
+        root={true}
+        index={props.segments}
+        {...props}
+      />
+    </div>
+  );
+};
diff --git a/packages/frontend/core/src/components/affine/onboarding/curve-paper/segment.tsx b/packages/frontend/core/src/components/affine/onboarding/curve-paper/segment.tsx
new file mode 100644
index 0000000000..e901f3e238
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/curve-paper/segment.tsx
@@ -0,0 +1,43 @@
+import type { PropsWithChildren, ReactNode } from 'react';
+
+import * as styles from './paper.css';
+
+export interface SegmentProps extends PropsWithChildren {
+  index: number;
+  level?: number;
+  direction?: 'up' | 'down';
+  content: ReactNode;
+
+  isTop?: boolean;
+  isBottom?: boolean;
+
+  [key: string]: any;
+}
+
+export function Segment({
+  children,
+  index,
+  direction,
+  content,
+  level,
+  isTop,
+  isBottom,
+  ...attrs
+}: SegmentProps) {
+  const style = { '--index': index } as React.CSSProperties;
+  return (
+    <div
+      className={styles.segment}
+      data-direction={direction}
+      data-level={level}
+      data-bottom={(direction === 'down' && level === 1) || isBottom}
+      data-top={(direction === 'up' && level === 1) || isTop}
+      {...attrs}
+    >
+      <div className={styles.contentWrapper} style={style}>
+        <div className={styles.content}>{content}</div>
+      </div>
+      {children}
+    </div>
+  );
+}
diff --git a/packages/frontend/core/src/components/affine/onboarding/curve-paper/segments.tsx b/packages/frontend/core/src/components/affine/onboarding/curve-paper/segments.tsx
new file mode 100644
index 0000000000..80da82289d
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/curve-paper/segments.tsx
@@ -0,0 +1,70 @@
+import { type ReactNode } from 'react';
+
+import { Segment } from './segment';
+
+export interface SegmentsProps {
+  level?: number;
+  direction?: 'up' | 'down';
+  index: number;
+  root?: boolean;
+  centerIndex: number;
+  segments: number;
+  content: ReactNode;
+}
+
+export function Segments({
+  level,
+  direction,
+  root,
+  index,
+  centerIndex,
+  segments,
+  content,
+}: SegmentsProps) {
+  if (!level) return null;
+
+  const inherits = { centerIndex, segments, content };
+
+  if (root) {
+    const up = centerIndex;
+    const down = segments - up - 1;
+    const vars = {
+      '--segments': segments,
+      '--segments-up': up,
+      '--segments-down': down,
+    };
+    return (
+      <Segment
+        data-root={true}
+        style={vars}
+        index={up}
+        content={content}
+        isTop={up === 0}
+        isBottom={down === 0}
+      >
+        <Segments index={up - 1} level={up} direction="up" {...inherits} />
+        <Segments index={up + 1} level={down} direction="down" {...inherits} />
+      </Segment>
+    );
+  }
+
+  const children =
+    level === 1 ? null : (
+      <Segments
+        direction={direction}
+        index={direction === 'up' ? index - 1 : index + 1}
+        level={level - 1}
+        {...inherits}
+      />
+    );
+  return (
+    <Segment
+      direction={direction}
+      index={index}
+      content={content}
+      level={level}
+    >
+      {children}
+    </Segment>
+  );
+}
diff --git a/packages/frontend/core/src/components/affine/onboarding/onboarding.tsx b/packages/frontend/core/src/components/affine/onboarding/onboarding.tsx
new file mode 100644
index 0000000000..8648116def
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/onboarding.tsx
@@ -0,0 +1,44 @@
+import type { CSSProperties } from 'react';
+
+import { articles } from './articles';
+import { PaperSteps } from './paper-steps';
+import * as styles from './style.css';
+
+interface OnboardingProps {
+  onOpenApp?: () => void;
+}
+
+export const Onboarding = (_: OnboardingProps) => {
+  return (
+    <div className={styles.onboarding} data-is-desktop={environment.isDesktop}>
+      <div className={styles.offsetOrigin}>
+        {Object.entries(articles).map(([id, article]) => {
+          const { enterOptions, location } = article;
+          const style = {
+            '--fromX': `${enterOptions.fromX}vw`,
+            '--fromY': `${enterOptions.fromY}vh`,
+            '--fromZ': `${enterOptions.fromZ}px`,
+            '--toZ': `${enterOptions.toZ}px`,
+            '--fromRotateX': `${enterOptions.fromRotateX}deg`,
+            '--fromRotateY': `${enterOptions.fromRotateY}deg`,
+            '--fromRotateZ': `${enterOptions.fromRotateZ}deg`,
+            '--toRotateZ': `${enterOptions.toRotateZ}deg`,
+
+            '--delay': `${enterOptions.delay}ms`,
+            '--duration': enterOptions.duration,
+            '--easing': enterOptions.easing,
+
+            '--offset-x': `${location.x || 0}px`,
+            '--offset-y': `${location.y || 0}px`,
+          } as CSSProperties;
+
+          return (
+            <div style={style} key={id}>
+              <PaperSteps article={article} show={true} />
+            </div>
+          );
+        })}
+      </div>
+    </div>
+  );
+};
diff --git a/packages/frontend/core/src/components/affine/onboarding/paper-steps.tsx b/packages/frontend/core/src/components/affine/onboarding/paper-steps.tsx
new file mode 100644
index 0000000000..c9dcabc56c
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/paper-steps.tsx
@@ -0,0 +1,18 @@
+import { useCallback } from 'react';
+
+import { AnimateIn } from './steps/animate-in';
+import type { ArticleOption } from './types';
+
+interface PaperStepsProps {
+  show?: boolean;
+  article: ArticleOption;
+}
+
+export const PaperSteps = ({ show, article }: PaperStepsProps) => {
+  const onFinished = useCallback(() => {
+    console.log('onFinished');
+  }, []);
+
+  if (!show) return null;
+  return <AnimateIn article={article} onFinished={onFinished} />;
+};
diff --git a/packages/frontend/core/src/components/affine/onboarding/steps/animate-in.css.ts b/packages/frontend/core/src/components/affine/onboarding/steps/animate-in.css.ts
new file mode 100644
index 0000000000..5fab26a4dd
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/steps/animate-in.css.ts
@@ -0,0 +1,21 @@
+import { keyframes, style } from '@vanilla-extract/css';
+
+import { paperLocation } from '../style.css';
+
+const moveInAnim = keyframes({
+  '0%': {
+    transform: `translateZ(var(--fromZ)) translateX(var(--fromX)) translateY(var(--fromY)) rotateX(var(--fromRotateX)) rotateY(var(--fromRotateY)) rotateZ(var(--fromRotateZ))`,
+  },
+  '100%': {
+    transform: `translateZ(var(--toZ)) translateX(0) translateY(0) rotateX(0deg) rotateY(0deg) rotateZ(var(--toRotateZ))`,
+  },
+});
+
+export const moveIn = style([
+  paperLocation,
+  {
+    animation: `${moveInAnim} var(--duration) ease forwards`,
+    animationDelay: 'var(--delay)',
+    transform: 'translateY(100vh)', // hide on init
+  },
+]);
diff --git a/packages/frontend/core/src/components/affine/onboarding/steps/animate-in.tsx b/packages/frontend/core/src/components/affine/onboarding/steps/animate-in.tsx
new file mode 100644
index 0000000000..d323da3e59
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/steps/animate-in.tsx
@@ -0,0 +1,66 @@
+import anime from 'animejs';
+import { useEffect } from 'react';
+
+import { Paper, type PaperProps } from '../curve-paper/paper';
+import * as paperStyles from '../curve-paper/paper.css';
+import type { ArticleOption } from '../types';
+import * as styles from './animate-in.css';
+
+interface AnimateInProps {
+  paperProps?: PaperProps;
+  article: ArticleOption;
+  onFinished?: () => void;
+}
+
+const easing = 'spring(5, 100, 10, 0)';
+const animeSync = (params: Parameters<typeof anime>[0]) => {
+  return new Promise(resolve => {
+    anime({ ...params, complete: () => resolve(null) });
+  });
+};
+
+export const AnimateIn = ({
+  article,
+  paperProps,
+  onFinished,
+}: AnimateInProps) => {
+  const { id: _id, enterOptions, brief } = article;
+  const id = `onboardingMoveIn${_id}`;
+  const segments = 4;
+
+  const rotateX = enterOptions.curve / segments;
+
+  useEffect(() => {
+    Promise.all([
+      animeSync({
+        targets: `[data-id="${id}"] .${paperStyles.segment}[data-direction="up"]`,
+        rotateX: [-rotateX, 0],
+        easing,
+        delay: enterOptions.delay,
+      }),
+      animeSync({
+        targets: `[data-id="${id}"] ${paperStyles.segment}[data-direction="down"]`,
+        rotateX: [rotateX, 0],
+        easing,
+        delay: enterOptions.delay,
+      }),
+    ])
+      .then(() => {
+        onFinished?.();
+      })
+      .catch(console.error);
+  }, [enterOptions.delay, id, rotateX, onFinished]);
+
+  const props = {
+    ...paperProps,
+    segments,
+    content: brief,
+    centerIndex: Math.min(segments - 1, Math.max(0, enterOptions.curveCenter)),
+  };
+
+  return (
+    <div data-id={id} className={styles.moveIn}>
+      <Paper {...props} />
+    </div>
+  );
+};
diff --git a/packages/frontend/core/src/components/affine/onboarding/style.css.ts b/packages/frontend/core/src/components/affine/onboarding/style.css.ts
new file mode 100644
index 0000000000..dfc0cfbfb8
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/style.css.ts
@@ -0,0 +1,74 @@
+import { globalStyle, style } from '@vanilla-extract/css';
+
+// in case that we need to support dark mode later
+export const onboardingVars = {
+  window: {
+    bg: 'var(--affine-pure-white)',
+    shadow: 'var(--affine-shadow-1)',
+    transition: {
+      size: '0.3s ease',
+    },
+  },
+  paper: {
+    w: '230px',
+    h: '302px',
+    r: '8px',
+    bg: 'var(--affine-pure-white)',
+    // textColor: 'var(--affine-light-text-primary-color)',
+    textColor: '#121212',
+  },
+  web: {
+    bg: '#fafafa', // TODO: use var
+  },
+};
+
+export const perspective = style({
+  perspective: '10000px',
+  transformStyle: 'preserve-3d',
+});
+
+export const onboarding = style([
+  perspective,
+  {
+    width: '100vw',
+    height: '100vh',
+    display: 'flex',
+    alignItems: 'center',
+    justifyContent: 'center',
+    position: 'relative',
+
+    selectors: {
+      // hack background color for web
+      '&::after': {
+        content: '',
+        position: 'absolute',
+        inset: 0,
+        background: onboardingVars.web.bg,
+        transform: 'translateZ(-1000px) scale(2)',
+      },
+      '&[data-is-desktop="true"]::after': {
+        content: 'unset',
+      },
+    },
+  },
+]);
+
+globalStyle(`${onboarding} *`, {
+  perspective: '10000px',
+  transformStyle: 'preserve-3d',
+});
+
+export const offsetOrigin = style({
+  width: 0,
+  height: 0,
+  position: 'relative',
+  display: 'flex',
+  justifyContent: 'center',
+  alignItems: 'center',
+});
+
+export const paperLocation = style({
+  position: 'absolute',
+  left: `calc(var(--offset-x) - ${onboardingVars.paper.w} / 2)`,
+  top: `calc(var(--offset-y) - ${onboardingVars.paper.h} / 2)`,
+});
diff --git a/packages/frontend/core/src/components/affine/onboarding/types.ts b/packages/frontend/core/src/components/affine/onboarding/types.ts
new file mode 100644
index 0000000000..500b2a4363
--- /dev/null
+++ b/packages/frontend/core/src/components/affine/onboarding/types.ts
@@ -0,0 +1,47 @@
+import type { ReactNode } from 'react';
+
+export type OnboardingStep = 'enter' | 'unfold' | 'mode-switch';
+export type ArticleId = '0' | '1' | '2' | '3' | '4';
+
+/**
+ * Paper enter animation options
+ */
+export interface PaperEnterOptions {
+  // animation-curve
+  curveCenter: number;
+  curve: number;
+
+  // animation-move
+  fromZ: number;
+  fromX: number;
+  fromY: number;
+  fromRotateX: number;
+  fromRotateY: number;
+  fromRotateZ: number;
+  toZ: number;
+  toRotateZ: number;
+
+  // move-in animation config
+  duration: number | string;
+  delay: number;
+  easing: string;
+}
+
+export interface ArticleOption {
+  /** article id */
+  id: ArticleId;
+
+  /** paper enter animation content */
+  brief: ReactNode;
+
+  /** paper enter animation configuration */
+  enterOptions: PaperEnterOptions;
+
+  /** Locate paper */
+  location: {
+    /** offset X */
+    x: number;
+    /** offset Y */
+    y: number;
+  };
+}
diff --git a/packages/frontend/core/src/pages/onboarding.tsx b/packages/frontend/core/src/pages/onboarding.tsx
index ccdb8ce6f0..1cdb210079 100644
--- a/packages/frontend/core/src/pages/onboarding.tsx
+++ b/packages/frontend/core/src/pages/onboarding.tsx
@@ -1,6 +1,7 @@
-import { Button } from '@affine/component/ui/button';
+import { useCallback } from 'react';
 import { redirect } from 'react-router-dom';
 
+import { Onboarding } from '../components/affine/onboarding/onboarding';
 import {
   appConfigStorage,
   useAppConfigStorage,
@@ -18,9 +19,9 @@ export const loader = () => {
 
 export const Component = () => {
   const { jumpToIndex } = useNavigateHelper();
-  const [onBoarding, setOnboarding] = useAppConfigStorage('onBoarding');
+  const [, setOnboarding] = useAppConfigStorage('onBoarding');
 
-  const openApp = () => {
+  const openApp = useCallback(() => {
     if (environment.isDesktop) {
       window.apis.ui.handleOpenMainApp().catch(err => {
         console.log('failed to open main app', err);
@@ -29,24 +30,7 @@ export const Component = () => {
       jumpToIndex(RouteLogic.REPLACE);
       setOnboarding(false);
     }
-  };
+  }, [jumpToIndex, setOnboarding]);
 
-  return (
-    <div
-      style={{
-        display: 'flex',
-        justifyContent: 'center',
-        alignItems: 'center',
-        flexDirection: 'column',
-        gap: '8px',
-        height: '100vh',
-      }}
-    >
-      <Button onClick={() => setOnboarding(!onBoarding)}>
-        Toggle onboarding
-      </Button>
-      onboarding page, onboarding mode is {onBoarding ? 'on' : 'off'}
-      <Button onClick={openApp}>Enter App</Button>
-    </div>
-  );
+  return <Onboarding onOpenApp={openApp} />;
 };
diff --git a/packages/frontend/electron/src/main/onboarding.ts b/packages/frontend/electron/src/main/onboarding.ts
index c7e1297453..e0ef3692e7 100644
--- a/packages/frontend/electron/src/main/onboarding.ts
+++ b/packages/frontend/electron/src/main/onboarding.ts
@@ -1,5 +1,5 @@
 import { assert } from 'console';
-import { BrowserWindow } from 'electron';
+import { BrowserWindow, screen } from 'electron';
 import { join } from 'path';
 
 import { mainWindowOrigin } from './constants';
@@ -27,17 +27,22 @@ async function createOnboardingWindow(additionalArguments: string[]) {
 
   assert(helperExposedMeta, 'helperExposedMeta should be defined');
 
+  // get user's screen size
+  const { width, height } = screen.getPrimaryDisplay().workAreaSize;
+
   const browserWindow = new BrowserWindow({
-    width: 800,
-    height: 600,
+    width,
+    height,
     frame: false,
     show: false,
     closable: false,
     minimizable: false,
     maximizable: false,
     fullscreenable: false,
-    skipTaskbar: true,
-    // transparent: true,
+    // skipTaskbar: true,
+    transparent: true,
+    backgroundColor: '#00FFFFFF',
+    hasShadow: false,
     webPreferences: {
       webgl: true,
       preload: join(__dirname, './preload.js'),
@@ -46,7 +51,10 @@ async function createOnboardingWindow(additionalArguments: string[]) {
   });
 
   browserWindow.on('ready-to-show', () => {
-    browserWindow.show();
+    // TODO: add a timeout to avoid flickering, window is ready, but dom is not ready
+    setTimeout(() => {
+      browserWindow.show();
+    }, 300);
   });
 
   await browserWindow.loadURL(
diff --git a/yarn.lock b/yarn.lock
index 1574306145..da84b19937 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -379,6 +379,7 @@ __metadata:
     "@swc/core": "npm:^1.3.93"
     "@testing-library/react": "npm:^14.0.0"
     "@toeverything/theme": "npm:^0.7.20"
+    "@types/animejs": "npm:^3"
     "@types/bytes": "npm:^3.1.3"
     "@types/image-blob-reduce": "npm:^4.1.3"
     "@types/lodash-es": "npm:^4.17.9"
@@ -386,6 +387,7 @@ __metadata:
     "@types/webpack-env": "npm:^1.18.2"
     "@vanilla-extract/css": "npm:^1.13.0"
     "@vanilla-extract/dynamic": "npm:^2.0.3"
+    animejs: "npm:^3.2.2"
     async-call-rpc: "npm:^6.3.1"
     bytes: "npm:^3.1.2"
     clsx: "npm:^2.0.0"
@@ -14324,6 +14326,13 @@ __metadata:
   languageName: unknown
   linkType: soft
 
+"@types/animejs@npm:^3":
+  version: 3.1.12
+  resolution: "@types/animejs@npm:3.1.12"
+  checksum: 8ea5d0440236b87042ad012c0bfd90a38cf38688b8b28ad750d21eb01a3943c9256f0ec79ea0b40aad6e500ee177ed43d5aeec8f875f904b61f195e5e305d2ce
+  languageName: node
+  linkType: hard
+
 "@types/argparse@npm:1.0.38":
   version: 1.0.38
   resolution: "@types/argparse@npm:1.0.38"
@@ -16580,6 +16589,13 @@ __metadata:
   languageName: node
   linkType: hard
 
+"animejs@npm:^3.2.2":
+  version: 3.2.2
+  resolution: "animejs@npm:3.2.2"
+  checksum: 7abdb56f415c666ba02f4e64fdbb10d457fed7e3711b0f006f97e48e5650097013397d890e8ceb31e9e06b73bf6dfd9202309d0dae0fc0b5190aa7c4e0ab7054
+  languageName: node
+  linkType: hard
+
 "ansi-align@npm:^3.0.1":
   version: 3.0.1
   resolution: "ansi-align@npm:3.0.1"