Cheatsheet

Quick reference guide for crafting effective image generation prompts.

Tip

For comprehensive guidance with detailed examples and explanations, see the Full guide guide.

Prompt formula

[Subject] [Behavior] [Style] [Environment]
A purple prune character, reading a book, animation style, in a living room
[Subject] [Behavior] [Style] [Environment]
low angle shot of a happy knitted purple prune character with expressive eyes, cute arms and a roundish body, reading a book, animated style, award winning design, in a cozy dimly lit living room during a rainy day
Basic example
Basic
Advanced example
Advanced

Core components

  1. Primary Subject - What/who is the focus? - Be specific: “young woman with short black hair” not “person” - Include details: age, appearance, clothing, expression

  2. Subject Behavior - What are they doing? - Use descriptive actions: “reading”, “walking”, “smiling”

  3. Visual Style - Artistic medium/aesthetic - Examples: “photorealistic”, “oil painting”, “anime style”, “watercolor”

  4. Environmental Context - Setting & atmosphere - Location: “living room”, “mountain peak”, “urban street” - Lighting: “golden hour”, “soft studio lighting”, “dramatic shadows” - Mood: “peaceful”, “energetic”, “mysterious”

Quick tips

DO: - Use descriptive, direct language - Be specific about subject details - Include style and atmosphere - Start simple, add complexity gradually

DON’T: - Use command language (“please create…”) - Describe by negation (“without facial hair”) - Be vague (“nice scenery”) - Combine conflicting styles

Style keywords

https://huggingface.co/datasets/pruna-test/documentation-media/resolve/main/prompt_guide/image_generation/anime.jpeg?download=true

“anime style”, “cel-shaded”, “large eyes”, “vibrant colors”, “dynamic poses”

Quality enhancers

Keywords

“ultra-sharp focus”, “professional grade”, “high resolution”, “cinematic composition”, “award-winning design”, “museum quality”

Common subjects

https://huggingface.co/datasets/pruna-test/documentation-media/resolve/main/prompt_guide/image_generation/portraits.jpeg?download=true

“portrait”, “headshot”, “professional”, “candid moment”, “group photography”

Prompt length guidelines

Length

Use Case

Short (10-20 words)

Simple concepts

Medium (20-50 words)

Optimal for most uses

Long (50+ words)

Complex scenes with many details

Troubleshooting

Problem

Solution

Image doesn’t match prompt

Simplify, use more specific words, check word order

Poor quality

Add quality enhancers, specify lighting, add technical terms

Unwanted elements

Use negative prompts: “blurry, low resolution, pixelated, distorted, extra digits, watermarks”

Style inconsistencies

Choose one primary style, remove conflicting keywords

Negative prompts

Category

Keywords

Technical Quality

“blurry, low resolution, pixelated, distorted”

Anatomical Issues

“extra digits, malformed, asymmetrical”

Unwanted Elements

“watermarks, signatures, text overlays”

Style Conflicts

“cartoon style, anime aesthetic” (when seeking realism)

Learn more

📚 Full guide: Full guide - Comprehensive prompting guide with detailed examples, style categories, troubleshooting, and advanced techniques

Related guides:

  • Cheatsheet - Image editing quickstart cheatsheet

  • Cheatsheet - Video generation quickstart cheatsheet