Improving Asymmetrical Element Identification in GPT Image 1.5

A meta-prompt strategy for GPT Image 1.5: selecting 'GPT-5.2 Thinking' and explicitly instructing the model to pay attention to and correctly identify asymmetrical elements to avoid mistakes, suggesting that this improves consistency.

Prompt by @炎鎮🔥 - ₿onochin -View the original post ↗Published 2025-12-17CC BY 4.0

The prompt

Please be careful to properly identify (and not mistake) elements that are highly asymmetrical on the left and right sides.

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Model
GPT Image 1.5
Media
Image
Language
Japanese
Words
20

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.

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