AI Visual Prompt Cookbook

AI Visual Prompt Cookbook 風格展示

複製一個 JSON，得到一種風格。 把一個 style.json 放進 ChatGPT、Claude、Nano Banana Pro、即夢或其他 LLM 圖像工作流，替換變數，保留完整視覺系統。

這是一個面向 AI 圖像生成的可重用視覺提示詞風格庫：每個風格都整理成可直接使用的 style.json，並配套橫向與直向預覽圖，方便瀏覽、複製和二次生成。

由 @VigoCreativeAI 策劃整理，並在 OpenAI Codex 協助下結構化。Star 這個倉庫即可追蹤新的風格更新。

## 快速入口 | 分類 | 適合做什麼 | 先看這些 | | --- | --- | --- | | 照片 + 塗鴉 | 社交隨拍、生活方式場景、輕快貼紙覆蓋層 | [Playful Mascot Doodle Snapshot](#playful-mascot-doodle-snapshot-style), [Subway Doodle Photo Hybrid](#subway-doodle-photo-hybrid-style) | | Zine + 拼貼 | 時尚海報、音樂視覺、極繁編輯版式 | [K-pop Apocalypse Ransom Zine](#k-pop-apocalypse-ransom-zine-style), [Y2K Grunge Hip-hop Cutout Poster](#y2k-grunge-hiphop-cutout-poster-style) | | 字體海報 | 大標題系統、高衝擊廣告圖、強烈視覺識別 | [Impact Burst Halftone Comic Poster](#impact-burst-halftone-comic-poster-style), [Neon Kinetic Typographic Poster](#neon-kinetic-typographic-poster-style) | | 旅行 + 城市 | 目的地海報、街頭場景、城市視覺日記 | [Clean Triptych Travel Vlog Thumbnail](#clean-triptych-travel-vlog-thumbnail-style), [Tokyo Kawaii Travel Collage Poster](#tokyo-kawaii-travel-collage-poster-style) | | 編輯 + 極簡 | 更乾淨的構圖、結構化版面、安靜的藝術指導 | [Tri Color Hardcut Portrait Poster](#tri-color-hardcut-portrait-poster-style), [Soft Analog Future Editorial Poster](#soft-analog-future-editorial-poster-style) | ## 為什麼做這個項目多數 AI 圖像提示詞都是一次性的文字塊：難以重用、難以比較，也難以穩定迭代。這個項目採用另一種方式：把每一種視覺風格拆解成結構化的 `style.json`，你可以把它放進 ChatGPT、Claude 或其他 LLM 圖像生成流程中。換主題時，風格結構仍然保持穩定。 ## 快速開始 1. 瀏覽 [精選風格](#精選風格)、[快速入口](#快速入口) 或 [All Styles](#all-styles)。 2. 打開某個風格目錄，複製裡面的 `style.json`。 3. 把完整 JSON 放進 ChatGPT Images 2、Nano Banana Pro 或其他端到端多模態圖像模型。 4. 根據 `environment_variables` 裡的變數說明填寫你的變數值，或直接修改 `examples[*].values` 裡的案例值。 5. 生成最終圖像。參見下面的 [Complete Example](#complete-example)，查看完整的輸入到輸出示例。 ### Recommended Image Models 這個工作流最適合端到端多模態圖像模型：它們能讀取較長的結構化 JSON 提示詞，並一步生成最終圖像。 - ChatGPT Images 2 (OpenAI, gpt-image-2) — 文字渲染強，支援 2K/4K 輸出，可在生成前進行推理 - Nano Banana Pro (Google, Gemini 3 Pro Image) — 支援 4K 輸出，多語言文字準確性好，主體一致性強其他能接受長 JSON 提示詞的多模態 LLM 也可能可用，但不是主要推薦。 ## Complete Example ### 輸入 → 輸出演示這個示例使用 [Mono Noir Type Portrait Poster Style](styles/mono-noir-type-portrait-poster-style/)。 #### Step 1 — The Style

prompt_template excerpt

```text Create a {ASPECT_RATIO} monochrome editorial poster in the Mono Noir Type Portrait Poster Style. Style fidelity lock: {STYLE_FIDELITY_ANCHORS}. Source content to avoid: {SOURCE_CONTENT_TO_AVOID}. Scene: {SUBJECT} {SUBJECT_ACTION} with {PRODUCT_OR_PROP} in {LOCATION}. Background elements: {BACKGROUND_ELEMENTS}. Wardrobe and styling: {WARDROBE_STYLE}. Composition: one large high-contrast black-and-white photographic subject, close crop, deep charcoal background, sparse negative space, shallow depth of field, serious noir editorial mood. If the aspect ratio is 16:9, make a landscape poster with the subject weighted to the right side and the headline block on the left. If the aspect ratio is 9:16, make a vertical poster with the headline stacked in the upper-left or middle-left field and the subject cropped large on the right or lower-right. Typography: render the exact readable lowercase headline text "{MAIN_TEXT}" as three short left-aligned lines... ```

#### Step 2 — Your Variables ```text SUBJECT = a tired architect with silver hair SUBJECT_ACTION = studying a folded blueprint in a late-night pause PRODUCT_OR_PROP = a rolled plan tube and a pencil held low LOCATION = a dim concrete studio after midnight BACKGROUND_ELEMENTS = soft charcoal wall gradient, blurred drafting table edge, deep empty space MAIN_TEXT = focus / outlasts / noise. SECONDARY_TEXT = studio log 02:14 ACCENT_SYMBOL = a tiny white plus WARDROBE_STYLE = dark work jacket over a plain black shirt ASPECT_RATIO = 16:9 ``` #### Step 3 — The Final Prompt ```text Create a 16:9 monochrome editorial poster in the Mono Noir Type Portrait Poster Style. Style fidelity lock: black-and-white photographic portrait, deep charcoal background, giant lowercase left-aligned headline, first word in a white label, remaining words in white, high contrast, sparse negative space, close crop. Source content to avoid: no young woman with blunt bangs, no freckles close-up, no discipline beats procrastination text, no copied face or exact source crop. Scene: a tired architect with silver hair studying a folded blueprint in a late-night pause with a rolled plan tube and a pencil held low in a dim concrete studio after midnight. Background elements: soft charcoal wall gradient, blurred drafting table edge, deep empty space. Wardrobe and styling: dark work jacket over a plain black shirt. Composition: one large high-contrast black-and-white photographic subject, close crop, deep charcoal background, sparse negative space, shallow depth of field, serious noir editorial mood. If the aspect ratio is 16:9, make a landscape poster with the subject weighted to the right side and the headline block on the left. If the aspect ratio is 9:16, make a vertical poster with the headline stacked in the upper-left or middle-left field and the subject cropped large on the right or lower-right. Typography: render the exact readable lowercase headline text "focus outlasts noise." as three short left-aligned lines with tight leading; put the first headline word as black type inside a crisp white rectangular label, then set the remaining lines in heavy white type directly on the dark background. Add "studio log 02:14" only as tiny unobtrusive white microcopy if it fits. Use a tiny white plus only as a minimal typographic mark. Keep type sharp, flat, square-cornered, and massive. Photo treatment: realistic black-and-white studio photography, strong shadow falloff, visible facial or fabric texture, subtle grain, no color, no illustration, no collage, no extra panels, no logos, no watermark. ``` #### Step 4 — The Result Mono Noir Type Portrait Poster Style result preview

Mono Noir Type Portrait Poster Style result preview

## 複製提示詞入口想先快速試效果？可以打開自動生成的 [Copy Prompt Library](docs/copy-prompts/README.md)，每個風格都有一段可直接複製的簡版提示詞。完整可重用風格系統仍然保留在各自的 `style.json` 裡。 ## 精選風格先看這 6 個風格。每個風格都保持輕量：一個 JSON 加兩張預覽圖。完整 61 個風格見下面的 [All Styles](#all-styles) 畫廊。

Fantasy Scribble Mascot Poster Style

一種粗糙手繪幻想海報系統：超大不規則字形、螢光麥克筆吉祥物、厚重黑色輪廓、鬆散塗鴉裝飾，以及白紙場上的童趣拼貼能量。

打開 style.json · 複製提示詞 · 目錄

Crayon Catalog Doodle Poster Style

一種稀疏產品目錄海報系統，像兒童蠟筆畫在摺疊白紙上：粗糙紅色大標題、簡單綠色與暖色塗鴉主體、細小黑色目錄說明，以及大量安靜留白。

打開 style.json · 複製提示詞 · 目錄

Blue Halftone Ransom Zine Poster Style

一種粗糙鈷藍 ransom zine 海報系統：由白色撕紙塊、黑色影印半調主體切圖、麥克筆式手寫字、皺紙質感和稀疏噪點微文案構成。

打開 style.json · 複製提示詞 · 目錄

Market Brush Produce Poster Style

一種當代鮮食市場海報系統：溫暖象牙色留白、超大光澤蔬果主體、粗糙黑色刷字、細小編輯微文案、季節印章和柔和類比印刷顆粒。

打開 style.json · 複製提示詞 · 目錄

Folded Newspaper Product Ad Style

一種折疊大報廣告風格：米白新聞紙質感、密集雙語編輯欄、超大商業產品攝影、黑色與古金色標題、傾斜印章框、紅色日期條和可觸摸的印刷舊化。

打開 style.json · 複製提示詞 · 目錄

Sunlit Supermodel Nameplate Editorial

一種溫暖的類比感時尚編輯海報風格：戶外超模攝影、豐富前景質感、小型材質名牌細節，以及乾淨白色下三分之一標題與說明文字。

打開 style.json · 複製提示詞 · 目錄

## 文件結構 ```text styles// style.json # 機器可讀的提示詞風格模板 preview-16x9.jpg # 橫向預覽圖 preview-9x16.jpg # 直向預覽圖 ``` ## style.json v2.1 每個 `style.json` 都是自包含的：把完整文件複製給 LLM，然後根據 `environment_variables` 的變數說明填寫新值，或直接改寫某個 `examples[*].values` 案例。 - `prompt_template` 是帶 `{VARIABLE}` 佔位符的可重用風格提示詞。 - `environment_variables` 聲明模板裡可使用的所有變數。 - `examples` 提供可直接改寫的案例；每個案例只包含 `case_name` 和 `values`。 - `style_fidelity_anchors` 和 `source_content_to_avoid` 分別說明要保留的風格錨點，以及不能複製的源內容。 - `negative_prompt` 用來排除水印、Logo、直接複刻源圖和偏離風格的輸出。倉庫不會保存 `prompt_9x16`、`prompt_16x9` 或 `full_prompt` 這類渲染後的完整提示詞。它們可以在生成時由 `prompt_template` 和變數值臨時推導出來，讓 JSON 更輕，也不容易過期。校驗命令： ```bash python3 scripts/validate-style-json.py . ``` ## All Styles 下面可以瀏覽全部 61 個風格。完整庫包含上面的精選風格。每個風格的完整描述和全部文件連結見 [docs/CATALOG.md](docs/CATALOG.md)。

Fantasy Scribble Mascot Poster Style 幻想吉祥物手繪海報，螢光麥克筆色塊、搖晃大字和密集塗鴉。 style.json · prompt · 9:16	Crayon Catalog Doodle Poster Style 蠟筆目錄海報，紅色手寫標題、簡單產品塗鴉和摺紙質感。 style.json · prompt · 9:16	Blue Halftone Ransom Zine Poster Style 鈷藍 ransom zine 海報，撕紙塊、半調切圖和麥克筆字。 style.json · prompt · 9:16
Market Brush Produce Poster Style 菜市場蔬果海報，超大光澤作物、粗刷字體和象牙色紙面留白。 style.json · prompt · 9:16	Folded Newspaper Product Ad Style 折疊報紙廣告視覺，超大產品切圖、密集分欄、印章和古金色標題。 style.json · prompt · 9:16	Sunlit Supermodel Nameplate Editorial 日光超模編輯視覺，戶外質感、名牌細節和乾淨下三分之一排版。 style.json · prompt · 9:16
Black Cutout Food Card Ad 黑底食物卡片廣告，手刷中文、裁切攝影和街頭小吃印刷質感。 style.json · prompt · 9:16	Kinetic Geometric Doodle Cutouts 幾何塗鴉切圖插畫，扁平色塊、鬆散線條和紙張顆粒。 style.json · prompt · 9:16	Quiet Luxury Furniture Nameplate Poster Style 靜奢家具名牌海報，森林綠大字、目錄標籤和溫暖棚拍克制感。 style.json · prompt · 9:16
Kinetic Luxury Street Fashion Cover Style 街頭時尚封面大片，運動模糊建築、奢華服裝和寬字距襯線標題。 style.json · prompt · 9:16	Sunlit Architectural Fashion Editorial 日光建築時裝大片，低機位、溫暖石材和拉長模特輪廓。 style.json · prompt · 9:16	Multi-Color Beverage Splash Ad System Style 多配色飲料發布廣告，白色 3D 大字、斜向包裝和凍結液體動勢。 style.json · prompt · 9:16
Yellow Black Manga Food Zine Ad Style 黑黃漫畫食物 zine 廣告，變形大字、中文小字和發亮主體物。 style.json · prompt · 9:16	Neon Outdoor Diary Longform Collage Style 戶外日記長圖拼貼，酸性綠標題、撕紙資訊板和紀實切圖。 style.json · prompt · 9:16	Acid Lime 3D Streetwear Type Poster Style 光滑 C4D 街頭服飾活動海報，黑色塊字和酸性萊姆點綴。 style.json · prompt · 9:16
Electric Blue Silhouette Product Launch Style 黑藍高端產品發布海報，發光剪影、裁切大字和極簡發布文案。 style.json · prompt · 9:16	Luxury Perspective Checkerboard Editorial 奢侈品編輯海報，棋盤格透視、手寫體大字和精緻留白。 style.json · prompt · 9:16	Sunny 3D Avatar Campaign Style 陽光 3D 活動海報，玩具感頭像、藍天、斜體大標題和螢光塗鴉動線。 style.json · prompt · 9:16
Y2K Mirror UI Scribble Collage Style 閃光燈 Y2K 拼貼，鏡面 UI 面板、電藍塗鴉線和粗糙螢幕噪點。 style.json · prompt · 9:16	Neon Plush Gadget Pop 3D Style 螢光玩具產品 3D 渲染，毛絨吉祥物搭配厚重小工具道具。 style.json · prompt · 9:16	Blue Lime Kinetic Comic Type Poster Style Electric-blue comic posters with lime speech panels and massive black type. style.json · prompt · 9:16
Blue Chinese Perspective Type Canyon Style Blue perspective corridors with stacked Chinese display type. style.json · prompt · 9:16	Rough Ink Music Doodle Poster Style Hand-inked music posters with brush lettering and playful doodles. style.json · prompt · 9:16	Mono Noir Type Portrait Poster Style Black-and-white editorial portraits with massive lowercase type. style.json · prompt · 9:16
Bold Block Mascot Poster Style Flat mascot posters with chunky block type and sticker figures. style.json · prompt · 9:16	Blue HUD Macro Creator Tech Poster Glossy macro product posters with blue HUD launch graphics. style.json · prompt · 9:16	Warm Fisheye Product Impact Ad Style Warm fisheye product ads with bold Chinese social-commerce type. style.json · prompt · 9:16
Olive Scribble Sports Poster Style Handmade sports posters with olive blocks and kinetic scribbles. style.json · prompt · 9:16	Bold Anime Reaction Thumbnail Style High-impact anime thumbnails with bold yellow reaction typography. style.json · prompt · 9:16	Turquoise Red Techno Manga Poster Style Retro techno-manga posters with turquoise hardware and red lettering. style.json · prompt · 9:16
Chromatic Fisheye Orbit Pop Poster Style Pop fisheye posters with orbiting type and chromatic arcs. style.json · prompt · 9:16	Naive Marker PSA Poster Style Friendly civic PSA posters with naive marker drawings. style.json · prompt · 9:16	Blue Bubble Fisheye Action Poster Style Youth action posters with blue bubble type and fisheye photos. style.json · prompt · 9:16
Cozy Bedroom Doodle Companion Snapshot Style Low-light bedroom snapshots with quiet doodle companion energy. style.json · prompt · 9:16	Surreal Fish Doodle Landmark Photo Collage Style Landmark travel photos remixed with folk-art fish doodles. style.json · prompt · 9:16	Plush Comic Toy Product Poster Style Toy-product posters with fuzzy plush heroes and comic typography. style.json · prompt · 9:16
Rough Animation Pet Sketch Storyboard Style Loose pet-comedy storyboard frames with warm sketch texture. style.json · prompt · 9:16	Tri Color Hardcut Portrait Poster Style Three-color portrait posters built from hard-edged cutout planes. style.json · prompt · 9:16	Clean Triptych Travel Vlog Thumbnail Style Clean travel thumbnails with three photo panels and soft notes. style.json · prompt · 9:16
Playful Mascot Doodle Snapshot Style Real-life snapshots layered with mascot stickers and doodles. style.json · prompt · 9:16	Teenage Skate Scribble Screenprint Poster Style Retro skate posters with scribbled borders and screenprint grit. style.json · prompt · 9:16	Impact Burst Halftone Comic Poster Style Loud comic posters with impact type and halftone bursts. style.json · prompt · 9:16
Sunburst Fisheye Bubble Type Poster Style Summer fisheye posters with sunny bubble typography. style.json · prompt · 9:16	Backseat Transit Doodle Letter Poster Style Transit photos turned into energetic hand-lettered travel posters. style.json · prompt · 9:16	Analog Sticker Diary Portrait Poster Style Nostalgic diary portraits with stickers and distressed lettering. style.json · prompt · 9:16
Folded Diamond Perspective Type Poster Style Minimal diamond-aperture posters with folded perspective typography. style.json · prompt · 9:16	Gothic Cat Doodle Photo Collage Style Dramatic architecture photos with playful cartoon creature overlays. style.json · prompt · 9:16	K-Pop Apocalypse Ransom Zine Style Maximal K-pop zines with ransom type and sticker blocks. style.json · prompt · 9:16
Metro Doodle Snapshot Diary Crowded transit snapshots layered with marker doodles and oversized comic faces. style.json · prompt · 9:16	Mountain Trail Monster Doodle Poster Style Outdoor hiking photos remixed with monster companions and annotations. style.json · prompt · 9:16	Neon Doodle Gallery Snapshot Phone photos covered in hot neon diary doodles. style.json · prompt · 9:16
Neon Kinetic Typographic Poster Outdoor editorial posters with warped neon kinetic typography. style.json · prompt · 9:16	Orange Brush Mascot Action Poster Style Sparse mascot illustrations with orange brush texture and print grain. style.json · prompt · 9:16	Photo Illustration Overlay Poster City photos composited with saturated 2D character overlays. style.json · prompt · 9:16
Plush City Festival Mobile Poster Mobile city-event posters with fuzzy mascots and app-card framing. style.json · prompt · 9:16	Pop Bubble Letter Photo Poster Style Fashion photo posters framed by candy-colored bubble letters. style.json · prompt · 9:16	Soft Analog Future Editorial Poster Quiet analog-future editorials with grids and retro technology. style.json · prompt · 9:16
Subway Doodle Photo Hybrid Subway photos overlaid with social-media-style cartoon doodles and handwritten notes. style.json · prompt · 9:16	Tokyo Kawaii Travel Collage Poster Maximal Tokyo travel collages with manga bubbles and stickers. style.json · prompt · 9:16	Urban Transit Doodle Diary Style Public-space photos remixed with bold foreground gestures and travel diary notes. style.json · prompt · 9:16
Y2K Grunge Hip-Hop Cutout Poster Style Y2K hip-hop collage posters with acid type and photocopy grit. style.json · prompt · 9:16

## 發布規則 - 一個目錄 = 一種風格 - 新風格會優先出現在精選風格和 All Styles 畫廊中，完整描述同步添加到 [docs/CATALOG.md](docs/CATALOG.md) - main 分支只放每個風格的 `style.json` 和兩張預覽 JPG - 完整圖庫不放在這個倉庫中 - 不發布原始參考圖、水印圖、平台標識、QR code、帳號資訊、私有提示詞，或未經授權的品牌素材 ## Contributing 提交新風格時，請遵循 [CONTRIBUTING.md](CONTRIBUTING.md) 中的公開包結構、校驗規則和 PR checklist。 ## 授權倉庫結構和文件採用 MIT。每個 `style.json` 會聲明自己的授權方式。預覽圖僅作為視覺參考隨倉庫展示。