Image Prompt Cheatsheet

Quick-reference prompt templates for AI image generation, covering structure, style, and iteration.

By Operator Published Updated
Image prompt
Subject
Frame
Light
Exclusions
Refine the draft
  • Generate
  • Compare
  • Adjust

How to use this sheet

Choose a pattern, replace the subject and visual constraints, then compare the draft with the brief. Prompting 101 and Prompting 102 provide the introductory method. See Prompt Engineering for Images for the full image method.

Photography style prompts

PatternExample promptCheck for
PortraitA portrait of a young woman, natural light, shallow depth of field, 85mm lens, photorealistic.Check facial detail, focus, framing, and background separation.
LandscapeA mountain valley at sunrise, wide-angle view, glowing sky, photorealistic.Check horizon, light direction, scale, and edge artifacts.
AerialAerial drone shot of a coastal city at night, glowing neon lights.Check viewpoint, street geometry, light sources, and repeated structures.
MacroClose-up photo of a honeybee on a flower, detailed macro lens, natural lighting.Check anatomy, focus plane, texture, and natural-light consistency.

Illustration style prompts

PatternExample promptCheck for
Flat vectorFlat vector illustration of a laptop on a desk, pastel palette, minimal style.Check flat fills, line consistency, object count, and palette.
WatercolorFantasy forest scene, watercolor painting, soft warm tones, detailed brushstrokes.Check color bleed, paper texture, depth, and unwanted detail.
CartoonA playful cartoon of a robot cooking breakfast, bold outlines, bright colors.Check outline weight, limbs, utensils, and palette consistency.
Ink drawingA samurai standing under cherry blossoms, black and white ink sketch.Check monochrome treatment, line direction, anatomy, and period details.

Concept art prompts

PatternExample promptCheck for
CyberpunkFuturistic cyberpunk street, neon signs, rainy reflections, cinematic wide shot.Check sign text, reflections, perspective, and visual clutter.
Alien worldAlien desert landscape, surreal colors, twin suns on horizon, highly detailed.Check light directions, horizon, atmosphere, and scale.
FantasyA medieval castle floating in the sky, epic fantasy concept art, dramatic lighting.Check structure, perspective, light source, and silhouette.
SteampunkSteampunk-inspired airship flying above a Victorian city, concept art, detailed textures.Check machinery, period details, scale, and repeated parts.

UI and design prompts

PatternExample promptCheck for
App mockupMobile app dashboard mockup, clean and modern design, light theme, vector style.Check hierarchy, spacing, contrast, and generated text.
Web layoutMinimalist landing page design, responsive grid, hero section with headline and CTA.Check grid, breakpoint assumptions, hierarchy, and generated text.
Icon designA set of flat vector icons for weather: sun, cloud, rain, storm.Check stroke weight, dimensions, palette, and symbol consistency.
InfographicInfographic showing the water cycle, flat design, labeled arrows, clean layout.Verify the process, arrow direction, labels, and reading order.

Negative prompting

PatternExample promptCheck for
Remove textA medieval castle, oil painting style, no text, no watermark.Inspect the complete frame for letters, signatures, and watermark shapes.
Remove distortionA realistic photo of a sports car, cinematic lighting, no distortion, no extra wheels.Count wheels and inspect geometry, reflections, and body seams.
Remove peopleA city street at dusk, cinematic, no people, empty roads.Inspect windows, reflections, sidewalks, and vehicles for figures.

Iteration examples

StepPromptCheck for
1A forest at sunriseVery generic forest scene
2A misty forest at sunrise, golden light, birds in the distanceAdds mood and detail
3Misty forest at sunrise, golden light, cinematic photography style, 35mm lensHighly stylized, photorealistic shot

Best practices

  • Specify visible requirements without overloading the prompt.
  • Name the medium: painting, vector, photograph, or diagram.
  • Control composition with framing and viewpoint.
  • Add exclusions for likely failure modes.
  • Change one group of variables per revision.

Further reading