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Guide

Composition Prompts: Copy-Paste AI Image Prompt Library

Last updated: May 6, 2026

Quick Answer

A good composition prompt provides clear visual structure, balances elements, and guides AI models to create harmonious images. Include framing (close-up, wide shot), perspective (bird's-eye, eye-level), and focal points.

Specify lighting (backlit, soft shadows), depth cues (foreground/midground/background THIS), and negative space where needed. Model-specific details improve results.

Full Guide

FeatureDetails
Start with this formula[Subject] + [Action/State] + [Framing] + [Lighting] + [Depth Cues] + [Art Style]
Example'A chef cooking IN a bustling restaurant kitchen, medium close-up shot, dramatic overhead lighting, steam IN foreground, photorealistic.' Model-specific notes: FLUX.2 Pro handles layered compositions best (18 credits), Ideogram 3.0 excels at readable environmental text (14 credits), GPT Image 1.5 follows complex spatial instructions well (18 credits)
Example specs that work1) 'Sunset behind mountain range, wide panoramic view, golden hour lighting with lens flare, fog梯度 showcasing depth, cinematic style' 2) 'Still life of vintage camera on wooden desk, overhead shot, soft window light casting long shadows, shallow depth of field, oil painting style' 3) 'Cyberpunk city alley at night, low-angle shot looking up at neon signs, rain particles IN foreground, hyper-detailed.'

Creating effective AI image compositions requires deliberate framing choices.

Negative prompts fix common issues like floating objects ('disproportionate, floating limbs') or cluttered scenes ('crowded, unbalanced少 elements').

Prompt Pack

  • A lone samurai standing on a cliff edge, wide cinematic shot, backlit by rising sun with lens flare, mist梯度 revealing distant mountains, FLUX.2 Pro photorealistic
  • Close-up of a barista pouring latte art, overhead POV, steam rising IN foreground形成 spiral patterns, shallow DOF, GPT Image 1.5 ultra-detailed
  • Subway platform crowded with commuters, symmetrical composition looking down tracks, fluorescent lights reflecting on wet floor, Ideogram 3.0 cinematic realism
  • Fantasy castle on floating island, bird's-eye view with clouds breaking at different levels, golden sunrise casting long shadows, Seedream 4.0 painterly style
  • Still life of spilled coffee cup with books, Dutch angle shot, dramatic chiaroscuro lighting, visible coffee droplets suspended midair, HiDream I1 anime style
  • Dancer leaping across stage, dynamic diagonal composition, spotlight with visible dust particles, motion blur on outstretched arms, FLUX Schnell minimalist sketch
  • Overhead view of sushi platter, precise top-down framing with shadow gap under plate, wasabi gradient to right for balance, Imagen 4.0 Ultra food photography
  • Old wizard studying ancient tome, extreme close-up with hands IN foreground, candlelight illuminating floating dust, Kontext Pro/Max oil painting conversion
  • Cybernetic samurai mid-sword draw, split lighting with blue/red tones, rain droplets frozen midairIN foreground, PuLID face identity preservation active
  • Abandoned spaceship cockpit, centered on cracked windshield showing alien landscape outside, console lights forming triangle composition, FLUX.2 Pro sci-fi cinematic
  • Portrait of warrior princess, medium shot with spear forming leading line to face, golden ratio framing,Logic mystical backlighting, GPT Image 1.5 fantasy illustration
  • Neon-lit koi fish swimming through city streets, fish-eye lens distortion showing reflection IN puddles, Ideogram 3.0 cyberpunk watercolor
  • Victorian detective examining evidence, grouped objects forming triangular composition on desk, gas lamp directional lighting, FLUX Schnell charcoal sketch
  • Surreal library with floating staircases, forced perspective composition, dust motes catching light beams, Imagen 4.0 Ultra architectural fantasy
  • Mechanic repairing robot hand, extreme close-up with wrench IN foreground out of focus, warm workshop lighting, FLUX.2 Pro industrial photorealism
  • Underwater mermaid cascase, wide shot pledgebetween coral arches, shafts of spotlight穿透 water surface, Nano Banana 2 whimsical gouache
  • Cyberpunk market stall at night, depth built with neon signs receding and particles., GPT Image 1.5 hyper-detailed
  • Close-up of alien artifact rotating midair, museum lighting with perfect shadow falloff, Kontext Pro/Max convert from reference photo
  • Airship flying through storm clouds, rule of thirds placement with lightning strike counterbalance, FLUX Schnell steampunk concept sketch
  • Time-lapse of flower blooming, circular composition with petals forming frame, Imagen 4.0 Ultra macro photography
  • Street magician performing card trick, Dutch tiltangle, daylight spark reflections on cards, Ideogram 3.0 street photography
  • Forgotten temple entrance, symmetrical stone guardians framing central door, shafts of jungle light, FLUX.2 Pro adventure cinematic
  • Science lab explosion moment, frozen IN time with debris stealsforming dynamic lines, GPT Image 1.5 action illustration
  • Winter fox sleeping IN snow, compressed distance with blurred tree背景, shallow DOF highlighting whiskers, HiDream I1 storybook style
  • Space pirate captain portrait, medium shot with hook hand IN foreground, tavern light casting dramatic shadows, PuLID identity lock active
  • Alchemist's cluttered workbench, carefully arranged bottles形成 color progression, candlelight warmth vs cool moonlight, FLUX Schnell detailed sketch
  • Mecha battle IN ruined city, low angle emphasizing scale difference, particle effect depth cues, Seedream 4.0 anime cinematic
  • Post-apocalyptic gas station at dusk, foreground barbed wire framing, neon sign reflection IN oil puddles, FLUX.2 Pro dystopian photorealism
  • Samurai duel IN bamboo forest, medium long shot with leaves falling形成 motion lines, dappled sunset light, Ideogram 3.0 ink painting
  • Steampunk inventor with mechanical arm, centered IN brass gear frame, workshop chiaroscuro lighting, GPT Image 1.5 detailed character design

Comparison

modelscorebestForlimitation
FLUX.2 Pro9.5/10Photorealistic compositions with accurate depth18 credit cost per gen
GPT Image 1.59/10Complex spatial instructionsStruggles with text elements
Ideogram 3.08/10Scenes requiring readable environmental text14 credit cost, softer details
Imagen 4.0 Ultra8.5/10Human-centric compositions25 credit cost

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