Technique · reference-sheet-control · multi-model-pipeline · character-consistency

Movement Sheet → Animation

Animate any character through 16 custom poses with one image and one video model.

A two-step pipeline that started going viral on X in April 2026. Step 1: ask GPT Image 2 to draw a 4×4 instructional grid of poses for your topic (dance, chores, fitness, anything). Step 2: feed that sheet to Seedance 2.0 with your character reference, and it animates the whole 16-panel sequence into a coherent video. The same prompt skeleton has been replicated by half a dozen creators with only the topic swapped — meaning it is a real, parameterizable template you can plug your own character into.

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Section 01

The two-step pipeline

Each step shows the exact prompt creators used. Step 2 (Seedance 2.0) is intentionally blank where the original author didn't publish that half — we add the canonical community pattern with a clear note instead.

Step 1GPT Image 2· tagged· 23 lines
[STYLE]
Monochrome grayscale illustration, 3D-rendered character, clean instructional reference sheet, white background, comic-style cell grid layout, technical diagram aesthetic.

[LAYOUT]
4×4 grid layout with a total of 16 panels. Each panel is separated by thin black border lines. Cells are numbered from 1 to 16, with consistent panel sizes.

[CHARACTER]
image1 (the same character appears consistently in all panels)

[PANEL STRUCTURE – per cell]
Top-left: bold number badge + English title text
Center: full-body character pose illustration
Bottom-left: English description text (3–4 lines)
Overlay: directional arrows indicating movement

[ARROWS / MOTION INDICATORS]
Curved arrows, straight arrows, and circular rotation indicators placed around the character to show motion flow and direction.

[RENDERING STYLE]
Highly detailed 3D sculpted style, soft studio lighting, subtle shadows, no color, grayscale shading, clean linework, game concept art quality.

[NEGATIVE]
No background scenery, no color tones, no additional characters, no complex background.
The eight tagged sections ([VISUAL STYLE] / [GRID LAYOUT] / [CHARACTER] / [WARDROBE] / [PANEL STRUCTURE] / [MOTION INDICATORS] / [RENDER QUALITY] / [RESTRICTIONS]) are the canonical skeleton. Only the [SEQUENCE] section needs to change between topics.
Step 2Seedance 2.0· plain· 1 line
Character from Image 1 performs the dance based on the breakdown in Image 2. Maintain the character's exact appearance throughout. Follow the panel order from top-left to bottom-right, smooth transitions, beat-synced choreography. Each step ~1 second.
Canonical pattern verified by case @Ciri_ai (sheet_08). Most viral creators in this collection (oggii_0, john_my07, sharon7, vortex_promos) did not publish their exact Seedance prompt — the community converged on this short, directional shape. Confirmed by @Iancu_ai's experiment showing short Seedance prompts beat long ones. Source: github.com/EvoLinkAI/GPT-Image-2-Seedance2-Workflow Case 13.
Section 02 · 42 cases

In the wild

Real X posts where creators applied this technique. Click any card for the verbatim prompt and original tweet.

Max mode character animation with Seedance
@TechieBySA125
Pepsi cinematic ad storyboard animation
@MonetizationDon50
Red carpet moment with GPT Image 2
@Mayz1169122
BTS choreography animation with Seedance 2.0
@Strength04_X36
Sandwich note animation with Seedance
@TechieBySA420
Seedance 2.0 anime choreography sakuga motion
@adithatipalli7
GPT Image 2 + Seedance 2.0 behind-the-scenes
@RAVIKUMARSAHU7880
Seedance 2.0 GPT Image 2 character animation
@TechieBySA201
Pixar chibi duckling soap bubble animation
@Just_sharon7160
Cinematic quinoa food commercial with Seedance
@meng_dagg69571
Manga storyboards for choreography energy transfer
@aimikoda151
GPT Image 2 character consistency with Seedance timeline control
@ai_hakase_328
GPT Image 2 storyboard to Seedance 2.0 animation
@EricoolWong36
Wing Chun Flow movement sheet animation
@noman2376111
Ancient energy awakens with Seedance
@HBCoop_83
First Seedance 2.0 AI Case output
@Deep_Screens26
Animated storybooks from children's illustrations
@Artedeingenio500
Camel character animation movement sheet
@CurieuxExplorer17
River Kingdom to Eternal Megacity timelapse
@weiinberg40
Anime style character animation with GPT Image 2 and Seedance
@Mayz116968
Clover character animation with GPT-2 and Seedance
@MetaBynny7
Image to storyboard with Seedance animation
@bmx_ai13115
Image to storyboard animation workflow
@bmx_ai1338
Cyberpunk character intro — single keyframe + timestamped Seedance
@0xbisc5.4k
Product photo → 9:16 ad — e-commerce use case
@insmind_com1.5k
Comic page → animated short with character sheet anchor
@nimentrix28.5k
Maximum-control K-pop choreography — 13-tag DSL Seedance prompt
@Kashberg_02.9k
Cinematic blueberry pie — 9-segment timestamped food shoot
@kingofdairyque17.1k
Beat-synced outfit transition — 3-image advanced variant
@Ciri_ai10.4k
Storyboard-first cost control — iterate cheap, render once
@0xbisc16k
K-pop girl crush — colored-pencil restyle of the same skeleton
@oggii_061.3k
Household chores — 16 daily tasks rendered as a 4×4 instructional sheet
@john_my0769.3k
Verbose 4-line-per-step tutorial format
@Just_sharon754.2k
Single-agent automated workflow — chat with Glif, get a video
@venturetwins74.5k
126k-follower creator replicates @oggii_0's prompt — and it works
@VORTEX_Promos4.7k
Storyboard variant — narrative shot list instead of pose grid
@HBCoop_290.6k
Dance choreography variant — same author, different topic
@john_my0752.8k
Original 16-pose dance choreography sheet → animated character
@oggii_0340.6k
12-panel storyboard → fast-cut memory montage (1990s Singapore)
@heygentlewhale1.5k
3×3 grid trick — composing all panels into one image lowers Seedance failure rate
@servasyy_ai47.4k
Baseline storyboard → video — the vanilla shape of the pipeline
@kiyoshi_shin2.1k
Playable ARPG game screenshot — GPT Image 2 UI mock → Seedance animation
@op74181.3M