# Promptkoi

> A curated library of AI image prompts for Midjourney, Stable Diffusion, DALL·E and Flux — every prompt tested, with the example image, exact settings, and tips to make it your own.

Every prompt is tested on the model it targets and published with its exact settings, an example image, usage notes, and copy-ready variations. All figures on the site are computed from the library; the full dataset is open.

## Prompt libraries by model
- [Flux prompts](https://promptkoi.com/flux-prompts/): Tested Flux prompts with settings and example images.
- [ChatGPT (DALL·E) prompts](https://promptkoi.com/dalle-prompts/): Tested ChatGPT (DALL·E) prompts with settings and example images.
- [Midjourney prompts](https://promptkoi.com/midjourney-prompts/): Tested Midjourney prompts with settings and example images.
- [Stable Diffusion prompts](https://promptkoi.com/stable-diffusion-prompts/): Tested Stable Diffusion prompts with settings and example images.

## Styles
- [3D Render prompts](https://promptkoi.com/styles/3d-render/): Copy-ready 3D render prompts — clay mascots, glossy glass abstracts, and isometric dioramas, with the material words and settings that sell the look.
- [Anime prompts](https://promptkoi.com/styles/anime/): Copy-ready anime prompts with example images and settings — tested on Midjourney and Stable Diffusion, with notes on era and production-style control.
- [Abstract prompts](https://promptkoi.com/styles/abstract/): Copy-ready abstract AI prompts — flowing gradients, liquid chrome, geometric colour fields and glass forms, each with the material and lighting words that keep them from turning to mush.
- [Botanical prompts](https://promptkoi.com/styles/botanical/): Copy-ready botanical prompts for Midjourney, Flux and SDXL — pressed-specimen plates, herbarium studies and leaf details, with the vein and paper-texture clauses that sell scientific illustration.
- [Cinematic prompts](https://promptkoi.com/styles/cinematic/): Copy-ready cinematic AI prompts for Midjourney, Flux, and Stable Diffusion — film-still lighting, depth of field, and color grades tested per model.
- [Cyberpunk prompts](https://promptkoi.com/styles/cyberpunk/): Copy-ready cyberpunk prompts for Midjourney, SDXL, Flux and DALL·E — neon written as a light source, with the wet-asphalt and steam clauses that make a scene read as lit rather than tinted.
- [Cozy prompts](https://promptkoi.com/styles/cozy/): Copy-ready cozy AI prompts — reading nooks, rain on glass, lamplit interiors and hygge scenes, built on the warm-light and soft-texture clauses that make a room feel lived in.
- [Fantasy prompts](https://promptkoi.com/styles/fantasy/): Copy-ready fantasy prompts for castles, forests, and magic — tested across models with example images, settings, and composition notes.
- [Flat Design prompts](https://promptkoi.com/styles/flat-design/): Copy-ready flat design AI prompts for DALL·E, Midjourney, and Stable Diffusion — solid-fill vector logos, icons, and illustration with no gradients.
- [Line Art prompts](https://promptkoi.com/styles/line-art/): Copy-ready line art prompts for Midjourney, SDXL and Flux — single-weight contours, continuous-line portraits and fine botanical outlines, with the clauses that stop lines breaking or shading creeping in.
- [Minimalist prompts](https://promptkoi.com/styles/minimalist/): Copy-ready minimalist prompts — flat design, line art, and negative-space compositions with the exact constraint words that keep AI output clean.
- [Isometric prompts](https://promptkoi.com/styles/isometric/): Tested isometric prompts for Midjourney, DALL·E, Flux, and SDXL — cutaway dioramas, miniature rooms, and floating-base scenes with full settings.
- [Moody prompts](https://promptkoi.com/styles/moody/): Copy-ready moody AI prompts for Midjourney, Flux, and Stable Diffusion — dark, low-key, atmospheric scenes from noir portraits to dark botanicals.
- [Photorealistic prompts](https://promptkoi.com/styles/photorealistic/): Copy-ready photorealistic AI prompts for Flux, Stable Diffusion, and Midjourney — lifelike skin, materials, and light for product and portrait work.
- [Pixel Art prompts](https://promptkoi.com/styles/pixel-art/): Copy-ready pixel art prompts for Midjourney, Stable Diffusion, Flux, and DALL·E — 16-bit scenes, item sheets, and settings that keep the grid crisp.
- [Vintage prompts](https://promptkoi.com/styles/vintage/): Copy-ready vintage prompts for Midjourney, Flux, SDXL, and DALL·E — lithograph posters, retro interiors, and the process words that sell the era.
- [Watercolor prompts](https://promptkoi.com/styles/watercolor/): Copy-ready watercolour prompts — wet-on-wet bleeds, granulating pigment and paper texture, with the clauses that keep edges soft and stop the render drying into flat digital colour.
- [Whimsical prompts](https://promptkoi.com/styles/whimsical/): Copy-ready whimsical AI prompts — storybook cottages, friendly creatures and playful scenes, with the proportion and palette clauses that keep them charming rather than uncanny.
- [Steampunk prompts](https://promptkoi.com/styles/steampunk/): Tested AI prompts for steampunk art: submarines, automatons, workshops, city streets, diving suits, telescopes, and goggles across Midjourney, Flux, Stable Diffusion, and ChatGPT.
- [Surrealism prompts](https://promptkoi.com/styles/surrealism/): Tested AI prompts for surreal and dreamlike art: floating doorways, melting chess pieces, butterfly portraits, and impossible spaces across Midjourney, Flux, Stable Diffusion, and ChatGPT.
- [Cottagecore prompts](https://promptkoi.com/styles/cottagecore/): Tested AI prompts for cottagecore art: garden gates with climbing roses, wildflower picnics, thatched cottages, beekeepers, jam making, and reading nooks across Midjourney, Flux, Stable Diffusion, and ChatGPT.
- [Dark Academia prompts](https://promptkoi.com/styles/dark-academia/): Tested AI prompts for dark academia art: gothic libraries, ivy-covered quadrangles, tweed student portraits, scholar's desks, and rainy window seats across Midjourney, Flux, Stable Diffusion, and ChatGPT.

## Use cases
- [App Icons prompts](https://promptkoi.com/use-cases/app-icons/): Copy-ready app icon prompts for DALL·E, Midjourney, and Flux — single centered symbols, gradient and soft-3D styles, all built for the rounded-square mask.
- [Character Design prompts](https://promptkoi.com/use-cases/character-design/): Copy-ready character design prompts for Midjourney, SDXL and Flux — turnarounds, expression sheets and hero poses, with the silhouette and consistency clauses that make a character reusable.
- [Branding prompts](https://promptkoi.com/use-cases/branding/): Copy-ready branding AI prompts for DALL·E, Midjourney, and Stable Diffusion — logo systems, brand marks, and identity assets that scale cleanly.
- [Children's Book prompts](https://promptkoi.com/use-cases/childrens-book/): Children's book illustration prompts with character-consistency tricks, print-safe styles, and tested settings for DALL·E, Midjourney, SD and Flux.
- [Coloring Pages prompts](https://promptkoi.com/use-cases/coloring-pages/): Copy-ready AI prompts for coloring pages with closed outlines, clean backgrounds, and print-ready ratios. Botanical, animal, and themed sets for adults and kids.
- [Concept Art prompts](https://promptkoi.com/use-cases/concept-art/): Copy-ready concept art AI prompts for Midjourney, Stable Diffusion, and Flux — environments, characters, and key art for games and film.
- [Headshots prompts](https://promptkoi.com/use-cases/headshots/): Text prompts for credible professional headshots: studio, corporate, creative, and actor styles with lighting recipes, wardrobe notes, and crop guidance.
- [Game Design prompts](https://promptkoi.com/use-cases/game-design/): Copy-ready game design AI prompts for Stable Diffusion, DALL·E, and Midjourney — sprites, isometric scenes, and item sheets built to drop into an engine.
- [Illustration prompts](https://promptkoi.com/use-cases/illustration/): Copy-ready illustration AI prompts for Midjourney, DALL·E, and Stable Diffusion — editorial, book, and spot art with a consistent drawn style.
- [Infographics prompts](https://promptkoi.com/use-cases/infographics/): AI prompts for infographic layouts: clean flat design, icons, flow charts, and comparison panels with limited palettes and text-ready structure.
- [Interior Design prompts](https://promptkoi.com/use-cases/interior-design/): AI prompts for realistic interior renders, virtual staging, and style inspiration. Includes material, lighting, and camera-angle notes for Japandi, modern, and real-estate rooms.
- [Invitations prompts](https://promptkoi.com/use-cases/invitations/): AI prompts for wedding, birthday, and event invitations with reserved text space, cohesive palettes, and printable ratios. Includes editing tips for real event details.
- [Logo Design prompts](https://promptkoi.com/use-cases/logo-design/): Copy-ready logo prompts — geometric animal marks, wordmark lockups and app-ready glyphs, built on the flat-plane and negative-space rules that keep a mark legible at favicon size.
- [Pet Portraits prompts](https://promptkoi.com/use-cases/pet-portraits/): AI prompts for stylized pet portraits in watercolor, oil, royal, and line-art styles. Includes breed-specific direction, framing tips, and gift-ready ratios.
- [Pinterest Pins prompts](https://promptkoi.com/use-cases/pinterest-pins/): Copy-ready 2:3 Pinterest pin prompts — bright backgrounds with calm headline zones, built for text overlays in your editor and a fresh-pin cadence.
- [Product Photography prompts](https://promptkoi.com/use-cases/product-photography/): Copy-ready product photography prompts — surfaces, lighting setups, and lens language that make AI renders look like a studio shoot.
- [Profile Pictures prompts](https://promptkoi.com/use-cases/profile-pictures/): Copy-ready avatar prompts for Discord, LinkedIn, and socials — photoreal headshots, vector and anime styles, all framed for the 1:1 circle crop.
- [Seamless Patterns prompts](https://promptkoi.com/use-cases/seamless-patterns/): Tested AI prompts for seamless repeat patterns, ditsy florals, geometric tiles, and abstract motifs. Includes settings, tiling tips, and print-ready advice.
- [Stickers prompts](https://promptkoi.com/use-cases/stickers/): Die-cut ready sticker prompts — bold outlines, white borders, and clean backgrounds that survive cutting and 300dpi printing, with tested settings.
- [T-Shirt Design prompts](https://promptkoi.com/use-cases/t-shirt-design/): AI image prompts built for t-shirt and merch design: bold line art, badges, typography, and high-contrast graphics with print-ready ratios and usage notes.
- [Tattoo Design prompts](https://promptkoi.com/use-cases/tattoo-design/): AI prompts for tattoo-ready designs: fine-line botanicals, geometric bands, and illustrative black-and-gray pieces with line-weight and placement guidance.
- [Wall Art prompts](https://promptkoi.com/use-cases/wall-art/): Copy-ready wall art prompts for Etsy and print-on-demand — printable styles, frame-ratio settings, and variations for matching sets.
- [Wallpaper prompts](https://promptkoi.com/use-cases/wallpaper/): Copy-ready wallpaper prompts for phone and desktop — sized natively, with a calm zone for your clock and icons and the grain clause that stops big gradients banding on large screens.
- [YouTube Thumbnails prompts](https://promptkoi.com/use-cases/youtube-thumbnails/): Thumbnail-ready AI prompts — expressive subjects, bold color, and text space at 16:9, tested with the settings included.
- [Book Covers prompts](https://promptkoi.com/use-cases/book-covers/): Tested AI prompts for book cover illustrations: literary fiction, fantasy, romance, cosy crime, and memoir covers with blank title areas and print-ready 2:3 ratios.
- [Tarot Cards prompts](https://promptkoi.com/use-cases/tarot-cards/): Tested AI prompts for tarot card illustrations: Marseille, Art Nouveau, minimalist, and celestial styles with border treatments, blank title panels, and print-ready ratios.
- [Album Cover Art prompts](https://promptkoi.com/use-cases/album-covers/): Tested AI album cover art prompts across Midjourney, Flux, Stable Diffusion, and ChatGPT — synthwave, indie folk, jazz noir, hip-hop, metal, lo-fi, pop, and classical with genre-accurate palettes and blank title panels.
- [Architecture & Building Illustration prompts](https://promptkoi.com/use-cases/architecture/): Tested AI prompts for architecture and building illustration: Art Nouveau facades, Gothic cathedrals, Victorian terraces, mid-century desert houses, Andalusian corridors, Brutalist libraries, Japanese pagodas and Sicilian farmhouses.
- [Craft and Making Processes prompts](https://promptkoi.com/use-cases/craft-processes/): Tested AI prompts for craft and making process images — pottery, blacksmithing, glassblowing, weaving, dyeing, lacemaking, letterpress and more across four models with tool and material-state techniques.
- [Fantasy Maps prompts](https://promptkoi.com/use-cases/fantasy-maps/): Tested AI prompts for fantasy maps: continent parchment maps, treasure maps, D&D battle maps, kingdom borders, forest regions, and underground caverns across four models.
- [Fashion Illustration prompts](https://promptkoi.com/use-cases/fashion/): Tested AI fashion illustration prompts across Midjourney, Flux, Stable Diffusion, and ChatGPT — runway lookbook, croquis sketch, flat lay, and editorial cover with fabric and silhouette techniques.
- [Autumn & Fall Seasonal prompts](https://promptkoi.com/use-cases/autumn-fall-seasonal/): Tested AI prompts for autumn and fall seasonal imagery: cider mills, farm stands, pumpkin patches, autumn wreaths, and cozy reading nooks across four models with palette and light guidance.
- [Mandala & Sacred Geometry prompts](https://promptkoi.com/use-cases/mandala-sacred-geometry/): Tested AI prompts for mandala and sacred geometry art — lotus mandalas, Sri Yantra diagrams, Celtic knot mandalas, Tibetan sand mandalas, stained-glass and fractal mandalas across all four models.
- [Menu & Recipe Card Design prompts](https://promptkoi.com/use-cases/menu-recipe-card-design/): Tested AI prompts for menu covers, cocktail lists, recipe cards, and chalkboard illustrations across Midjourney, Flux, Stable Diffusion, and ChatGPT with blank panels and style-specific guidance.
- [Packaging & Label Design prompts](https://promptkoi.com/use-cases/packaging-label-design/): Tested AI prompts for packaging and label design — craft beer, olive oil, wine, honey, skincare, soap, matcha, and candle labels with blank print-ready panels across all four models.
- [Jewelry & Accessory Design prompts](https://promptkoi.com/use-cases/jewelry-accessory-design/): Tested AI prompts for jewelry and accessory design: Art Nouveau rings, Deco necklaces, geometric earrings, cloisonné brooches, pendants, charm bracelets, cuff bracelets, and tiaras across four models.
- [Travel Poster Design prompts](https://promptkoi.com/use-cases/travel-poster-design/): Tested AI prompts for vintage travel poster design: Amalfi Coast, Swiss Alps, Santorini, Grand Canyon, Marrakech, Iceland, Kenya safari, and Route 66 across four models with flat screen-print style.

## Reference & tools
- [Midjourney Parameters Cheat Sheet](https://promptkoi.com/midjourney-parameters-cheat-sheet/): Every Midjourney v7 flag with corpus-tested guidance.
- [AI Image Aspect Ratio Guide](https://promptkoi.com/midjourney-aspect-ratio-guide/): Cross-model aspect-ratio chart (Midjourney/SDXL/Flux/DALL·E).
- [Midjourney vs Flux for Portraits](https://promptkoi.com/midjourney-vs-flux-portraits/): Tested head-to-head for portrait prompts.
- [SDXL vs DALL·E / GPT Image 2 Prompt Syntax](https://promptkoi.com/sdxl-vs-dalle-prompts/): How the two prompt grammars differ, with examples.
- [Free Prompt Builders](https://promptkoi.com/tools/midjourney-prompt-builder/): Client-side Midjourney/SDXL/DALL·E prompt builders.

## Data
- [AI Image Prompt Statistics](https://promptkoi.com/ai-image-statistics/): Original statistics computed from the tested-prompt corpus, free to cite with attribution.
- [Open prompt dataset (JSON)](https://promptkoi.com/data/prompts.json): The full tested-prompt library as machine-readable JSON.