Checklist for effective image generation prompts
Ensure your image prompts are clear, specific, and include necessary details for best results.
Before or after
before
Context
Creating or editing images with AI.
What it does and when to use it
Use this checklist to ensure your image generation prompts are effective. It covers key elements like purpose, subject, action, style, and constraints, helping you provide clear instructions for the AI.
Why it works
Following these checks ensures that all critical components of a good image prompt are considered, leading to more accurate and desired outputs from the AI.
When not to use it
Not needed for very simple, one-word image requests.
Sources and credit
- Creating images with ChatGPT ↗OpenAI · OpenAI News · Apr 9, 2026 · paraphrased
First seen on Subvolts Apr 9, 2026. Updated Sep 11, 2026. Spotted a problem? Tell us.
Where it shows up
- Creating images with ChatGPTOpenAI · OpenAI News · Apr 9, 2026
Related in the PlaybookPlaybook →
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- HeuristicIterate on images with small, targeted revisionsRefine generated images by making small, specific changes one element at a time. · 3 min
- HeuristicUse clear, specific language for image generation promptsPrioritize clarity and specific details over clever phrasing for effective image generation prompts. · 2 min
- HeuristicUse explicit constraints for fixed elements in image editingClearly state what should not change when editing existing images to maintain consistency. · 2 min
- HeuristicUse spatial language for combining image elementsEmploy clear spatial terms like 'left,' 'right,' 'foreground,' and 'background' when instructing AI to combine image elements. · 2 min
- HeuristicUse step-by-step revisions for consistent image refinementRefine images by making one adjustment at a time to maintain consistency and control. · 3 min
- HeuristicGenerate images with complex object relationships and traitsCreate images with up to 20 distinct objects, precisely bound to their traits and relations. · 5 min
Questions people ask
- Which AI tools does this work with?
- Any current model. It was seen with ChatGPT in the sources.
- Where did this come from?
- OpenAI (OpenAI News). Subvolts collected, normalized and credited it; the link above opens the original.