Anime Character Reference Sheet Generator — Sora 2 Prompt

Turn one character image into a complete anime reference sheet with full turnarounds, expressions, outfit details, props, and color palettes. Use it as a コンセプトアート starting point for GPT Image 2: keep the visual structure and style constraints intact, then swap in your own subject, brand, or scene.

This prompt is organized as structured JSON with fields such as instruction, type, header, and layout. Keeping that hierarchy helps the model separate the subject, layout, interface elements, and detail constraints.

Start with small changes to subject, scene, camera, and color, then generate a few variations to compare composition and detail without turning the page copy into keyword stuffing.