Artistic Composition Strategy Prompt

A conceptual prompt strategy for GPT-Image 1.5 focusing on achieving artistic output by controlling information density. Step 1 involves increasing information (dynamic angles, complex poses) and Step 2 involves reducing information (omitting background details, focusing on precise facial features).

Prompt by @榊正宗🫛ずんだもん発案者View the original post ↗Published 2025-12-19CC BY 4.0

The prompt

Step 1: Increase information
Eliminate horizontal and vertical lines and make various parts of the picture diagonal. Increase variations in joint twists, composition, poses, camera tilt, etc.

Step 2: Reduce information
Thoroughly erase information that doesn't need to be seen. Draw faces precisely and omit others.

Generate opens this prompt in the editor, ready to run.

Model
GPT Image 1.5
Media
Image
Language
Japanese
Words
46
Abstract / Background

How to use this prompt

  1. 1Copy the prompt — fill in any placeholders first and the copy takes your version.
  2. 2Paste it into your image model, or press Generate to open it here with your own photo.
  3. 3Run it twice. Generation is not deterministic and the second pass is often the keeper.
  4. 4Finish it with the free tools: upscale, crop to the platform you need, compress before sharing.

Go beyond generating the image

Everything after the generation, on the same site.

Upscale to 4KRemove the backgroundCrop for a platformCompress before sharingAll AI apps

More from GPT Image 1.5

Same model, same dataset — GPT Image 1.5 prompts people have shared.

View all GPT Image 1.5 prompts →

All image categories

Use cases
Styles
Subjects