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 · 19 cases

In the wild

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

@Kashberg_0
2,935 views · 48 likes
Maximum-control K-pop choreography — 13-tag DSL Seedance prompt
@0xbisc
5,395 views · 75 likes
Cyberpunk character intro — single keyframe + timestamped Seedance
@insmind_com
1,507 views · 33 likes
Product photo → 9:16 ad — e-commerce use case
@nimentrix
28,541 views · 433 likes
Comic page → animated short with character sheet anchor
@kingofdairyque
17,150 views · 275 likes
Cinematic blueberry pie — 9-segment timestamped food shoot
@Ciri_ai
10,422 views · 167 likes
Beat-synced outfit transition — 3-image advanced variant
@0xbisc
16,021 views · 322 likes
Storyboard-first cost control — iterate cheap, render once
@oggii_0
61,335 views · 843 likes
K-pop girl crush — colored-pencil restyle of the same skeleton
@Just_sharon7
54,205 views · 473 likes
Verbose 4-line-per-step tutorial format
@venturetwins
74,506 views · 952 likes
Single-agent automated workflow — chat with Glif, get a video
@john_my07
69,304 views · 1,215 likes
Household chores — 16 daily tasks rendered as a 4×4 instructional sheet
@VORTEX_Promos
4,731 views · 54 likes
126k-follower creator replicates @oggii_0's prompt — and it works
@john_my07
52,770 views · 790 likes
Dance choreography variant — same author, different topic
@HBCoop_
290,586 views · 3,433 likes
Storyboard variant — narrative shot list instead of pose grid
@oggii_0
340,573 views · 3,095 likes
Original 16-pose dance choreography sheet → animated character
@heygentlewhale
1,540 views · 13 likes
12-panel storyboard → fast-cut memory montage (1990s Singapore)
@servasyy_ai
47,428 views · 225 likes
3×3 grid trick — composing all panels into one image lowers Seedance failure rate
@kiyoshi_shin
2,063 views · 24 likes
Baseline storyboard → video — the vanilla shape of the pipeline
@op7418
1,295,384 views · 3,079 likes
Playable ARPG game screenshot — GPT Image 2 UI mock → Seedance animation