Lab / Storyboard Formats / 5×5 Style Grid
part of pack Storyboard Grid Formats · pre-viz / collage / multi-cell

5×5 Style Grid

单 subject + 25 cells × distinct styles · style-axis (vs narrative/rhythm-axis) · style 探索 / 客户教育 / pre-viz · minimal prompt unlock model prior

项目内首验证 2026-05-01 · 最大 grid (25 cells) + 最短 prompt (10 词). 新 axis: style-axis (vs narrative-axis 3x3 · rhythm-axis 12-panel · time-axis 16-panel daycycle). Subject 锁定 · style 变化 · 同 fox 25 种 anime/cartoon/illustration 风格. 5 unique 维度 (全 PASSED 4/5 · 1 NO): (1) 5x5 layout · 25 cells · model 上限 ≥25 · cells 比例均匀 (2) Minimal prompt → rich output · prompt-is-coordinate 经典 demo (3) ~18-20 RECOGNIZABLY distinct styles (5 partial overlap on cyberpunk/cute mascot) (4) Subject auto-consistency (model 选 fox + 锁 waving pose) (5) Auto-labels NO · 无文字标签 (要 label 须显式 'with style names below') **GOTCHA: 14 min wall** (855s actual vs 100s estimate · 8.5x) · 25-cell grid 是 ApiMart/OpenAI 资源密集 · queueing 严重 · cost still ¥0.5 但 wall 30-50x 普通 generation · ApiMart polling 8s + 360s deadline 对此 task 不够 · production 跑此 cap 须 timeout ≥20min Production use: · style 探索工具 · ¥0.5 看 model 25 种风格 prior on a subject · 客户教育 ('我们风格库' baseline) · 风格对比研究 · pre-viz 风格选项 Sister storyboard-3x3-narrative (axis: narrative · 单 subject 不变 · 9 个 narrative beat) + storyboard-12panel-rhythm (axis: rhythm · brand reel · 12 panel asymmetric).

observed_once · ¥0.5 · aspect 1:1 · providers · gpt_image_2 · id · storyboard-5x5-style-grid
5×5 Style Grid
sample · experiments/animation_styles_grid_test/animation_styles_5x5_v1.png
Run Record
2026-05-01T08:14:00+08:00
✓ pass¥0.5855s wall· 1.9MB
provider · gpt_image_2 (apimart) · aspect_ratio=1:1 · size=1:1 · n=1
prompt · inline (no library entry · 46 chars)
refs · none (pure T2I)
task_id · task_01KQGDBCVWWZX6N9DSCAKJJF5Z
script · experiments/animation_styles_grid_test/test_v1.py
view full sidecar yaml
date: '2026-05-01T08:14:00+08:00'
result: pass
prompt:
  text: create a 5x5 grid of distinct animation styles
refs: []
provider:
  id: gpt_image_2
  relay: apimart
  config:
    aspect_ratio: '1:1'
    size: '1:1'
    'n': 1
output:
  path: ./animation_styles_5x5_v1.png
  bytes: 1971739
  wall_seconds: 855
  task_id: task_01KQGDBCVWWZX6N9DSCAKJJF5Z
script: experiments/animation_styles_grid_test/test_v1.py
cost_yuan: 0.5
notes: >
  5x5 grid (25 cells) · MINIMAL prompt (10 词 / 46 chars) · 14 min wall (8.5x ApiMart 100s estimate ·
  5x5 stress test).


  5 unique 维度结果:


  (1) **5x5 grid layout (25 cells)** · PERFECT
      · 项目内最大 grid (vs 3x3=9 / 4x4=16 / 4x3=12 / 16-panel daycycle)
      · cells 比例均匀 · 良好 separator
      → gpt-image-2 grid 上限 ≥25 cells

  (2) **Minimal prompt** (10 词) · STRONG demo of prompt-is-coordinate
      · 无 subject 描述 · 无 style 列表 · 无 layout 详细 → 仍出 rich grid
      · model 完全靠 prior 填空 (auto-pick subject + auto-enumerate styles)
      → memory/feedback_prompt_is_coordinate_not_script.md 实证

  (3) **Style enumeration** · ~18-20 RECOGNIZABLY distinct (out of 25)
      ROW 1: Pixar 3D · rubber-hose (Mickey) · 90s Disney 2D · stop-motion felt · mid-century cut-paper
      ROW 2: CN 90s flat · DreamWorks 3D · photoreal CG · botanical illustration · atomic mid-century
      ROW 3: anime · film noir B&W · vintage rubber-hose B&W · psychedelic Lisa Frank · plush/Muppet mascot
      ROW 4: flat vector · matte concept art · pencil line drawing · cyberpunk wireframe · storybook illustration
      ROW 5: surrealism · graphic novel · kawaii chibi · sumi-e ink wash · cyberpunk neon
      · ~5 cells partial overlap (2 cyberpunk · 2 cute mascot · 2 vintage B&W)
      → model 风格词汇丰富 · 但 25 cell 拉满会有重复

  (4) **Subject consistency** · PERFECT
      · 同 fox 角色 (waving pose) 贯穿 25 cells · 仅 style 变
      · model 自选 simple anchor (fox = 跨风格易于呈现的 cute mascot)
      → minimal prompt → 模型默认锁单 subject 让 style 成比较轴

  (5) **Auto-labels** · NO LABELS
      · 干净 grid · 无文字标签
      · 显式要 label 须在 prompt 加 'with style names below each cell'

  Production use:
    · style 探索工具 (¥0.5 看模型对一类 subject 的 25 种风格 prior)
    · 客户教育素材 ('我们风格库长这样 · 选一个')
    · 风格对比研究 ('同 subject 不同 style' baseline)
    · pre-viz 风格选项 (vs 之前 3x3/4x4 narrative-axis · 此条 style-axis)

  Cost note: ¥0.5 不变 · 但 wall 14min vs typical 40s · 暗示 ApiMart/OpenAI 对高 cell-count grid 排队/资源更紧.

  Production 不要批量跑 5x5 · 单次探索可以.
prompt not yet extracted to library
Verbatim prompt lives in the experiment script. Pending migration to recipes/image_gen/gpt_image_2/prompts/.

Cross-Reference

methodology · — no dedicated recipe doc · referenced in memory only —
axis · §Storyboard Formats · image-layout-end · pre-viz / collage / sheet

Sister capabilities · same axis

3×3 Narrative
validated_2plus
Plot-driven 3-act storyboard · 9 panels · single image · pre-viz for Comic Skit / Narrative MV
12-Panel Rhythm
observed_once
Mood-driven multi-angle collage · K-pop / fashion / brand reel · feed as i2v ref (¥0.5 collage → ¥3 video)
16-Panel Day-Cycle
observed_once
Long narrative flat-list · multi-environment + lighting evolution (morning → night) · slice-of-life
2×5 Cinematic Shot List
observed_once
长 prompt + per-cell shot spec + 风格 anchor (BBC Planet Earth / 影像类) → 10-cell 电影分镜表 · 每 cell 是真电影 shot (景别 / 灯光 / subject behavior 显式 spec) · 接 i2v 出 15s 短片
4×4 Transformation
observed_once
Single-env + progressive accumulation + typography-as-feature · save-distribution (Pinterest/IG/RED) · GRWM / makeup / cooking
All-in-One Asset Sheet
observed_external
多元素 1 张图 (主角 + 配角 + 武器 + 战马 + 环境) · 替多次生图 · 风格统一
Storyboard Treatment Ref
observed_external
70% 视觉 + 30% sidebar specs (时间戳 / 相机 / SFX / BGM) · negative-style 引用作 R2V structural ref
Staging Blueprint Ref
observed_external
俯视平面图 + 颜色站位 + 运动轨迹 · 4 ref 分工 · multi-character 站位锚
360° Equirectangular Panorama
observed_once
4096-class 360 全景 · seamless horizontal wrap · undocumented ApiMart 2:1 aspect
Motion Sheet Recreation
observed_once
Monochrome 教学 sheet 重画成 color photoreal · 同 layout/numbering/箭头 + character/wardrobe/color 三重替换
Production Bible · 12-Panel + Cast + Props + Location
observed_once
Full pre-production bible · 12-panel storyboard + cast turnaround + prop sheet + location refs + style refs + palette in one GPT Image 2 call · pre-viz / pitch deliverable
Ring Spectrum Poster · Center + Ring · 9:16 Mobile-First
observed_once
Center anchor + ring of N same-character variants in continuous immersive space · 9:16 mobile-first viral poster · system prompt + hidden reasoning + audience CTA paradigm (per 岳哥 4-version system)
3×3 Expression Sheet · Torn Paper Circles · Pixar 3D
validated_2plus
9-emotion × 9-outfit cross-axis character bible · torn paper circle frames(non-rectangular panel · 新 visual primitive)· Pixar 3D style · enumerative descriptive sub-paradigm · single GPT Image 2 call