Frame from What is a Transformer, for high schoolers
PromptFull
帮我用js制作一个视频,主题是:什么是 Transformer
要深入浅出,让高中生也能看得懂,不仅high level说的清楚,也要有细节,包括注意力机制,甚至一些数学概念

你可以用任何工具或者安装工具,可以联网检索

请给我惊喜

Make it yours. Replace "Transformer" with your topic and "高中生" (high-school students) with your audience. The creator's own tip: change "js制作" (make with JS) to "js画" (draw with JS) for more animation and less of a slide-deck look.

Make it hereFree runs soon

What is a Transformer, for high schoolers

A 12-minute Chinese-language explainer of the Transformer, from the big picture down to attention and the math, pitched at high-school students. Claude Code with Opus 5.5 made it one-shot, choosing Remotion, KaTeX for formulas, and free Edge TTS.

How it was made

Run on xhigh effort. The agent found and used edge-tts, which reaches Microsoft Edge's free voices, and rendered the formulas with KaTeX in Remotion. The creator didn't track usage and says it wasn't much.

Posted Sep 26, 2026 · X · 1.3k likes · 188k views · 77 comments

Prompt from: Post body

Creator's reply on the tools it chose

The same prompt for a DINOv3 explainer

Look notesby Reference

A diagram-led lesson on dark navy. Glowing outlined cards, word tokens, and small charts walk through attention one step at a time, with Chinese headings and subtitles.

Color
Deep navy with neon outlines in orange, teal, pink, and violet; white text, yellow highlights, and bar charts in the same accent colors.
Type
Chinese headings centered at the top with key terms in color, small numbered chapter tags at the top left, typeset formulas, and white Chinese subtitles at the bottom.
Framing
Centered diagrams with generous margins: a row of word tokens linked by arcs, a three-step flowchart, vectors on axes, tables of numbers with bars, and a triangular mask grid.
Sound
Narration with edge-tts, which the agent found and chose itself, according to the creator.
Structure
A pronoun puzzle (does 它 mean the cat or the table?), the three-step overview of a Transformer, a three-minute math class on the dot product, Query, Key, and Value as three roles, a worked attention calculation with √d scaling and softmax, why divide by √d, a full layer with attention, add & norm, and feed-forward, the causal mask (不许偷看, no peeking), and back to the puzzle, where attention arcs point 它 to the cat in one sentence and to the table in the other.

More like this

4:48

Line-art lesson on atmospheric circulation

Claude Code · SVG

5:42

Five-minute explainer on T cells

Codex · Remotion

4:26

How AI coding agents actually work

Prompt described · Claude Code · Remotion

4:40

Transformer explainer in 3Blue1Brown style

Opus 5.5

1:00

Vertical faceless explainer from your text

Partial prompt · HyperFrames

0:22

Stickman YouTube video about charisma

Claude Code · FFmpeg

1:52

Atoms to mixtures, explained for 8th grade

Partial prompt · Claude Code · HTML Canvas

6:53

Code-drawn character in six art styles

Claude Code · HyperFrames

0:58

Paper-craft explainer of Docker containers

Claude Code · Plain JavaScript

2:55

3Blue1Brown parody on how LLMs work

Claude Code

1:10

Faceless explainer on hotel staff secrets

Claude Code · FFmpeg

1:00

Artemis II flyby in mission-control style

Claude Code · HyperFrames

2:37

Split-screen bubble sort explainer

Claude Code · Manim

6:06

GCSE geography video on India for Year 10

Claude.ai

1:42

IKEA manual as a narrated 3D how-to video

Opus 5.5

4:10

Password vs passkey explainer, in Chinese

Opus 5.5

0:10

Active cell balancing in a battery pack

Claude Code · Remotion

1:09

Nine football rules as TV match analysis

Claude Code · Three.js

0:30

Negroni recipe as a 30-second explainer

Claude Code · HTML

1:24

Talking head recut with line-art B-roll

Claude Code · Python

1:00

History of ice cream in newspaper cutouts

Opus 5.5

1:15

Recursion explained in nine video styles

Opus 5.5 · React

0:35

Five-scene explainer for a newsletter

Partial prompt · Claude.ai · HTML and CSS

9:30

Chinese science film on the history of AI

Opus 5.5 · Remotion

2:08

Galileo, Bernoulli and the fastest path

Opus 5.5 · Canvas 2D

14:20

History of the chip, from Edison to EUV

Opus 5.5

7:40

Nature-doc parody of programmers migrating

Opus 5.5

7:37

Narrated lesson on derivatives, in Chinese

Opus 5.5 · Manim

3:55

Ink-wash animation of a tadpole story

Opus 5.5 · HTML and CSS

3:00

History of AI from the Transformer to AGI

Claude Code · Remotion