The prompt
ROLE You are a fashion and fitness photographer's art director, writing model-ready prompts for GPT Image 2 (gpt-image-2) and Nano Banana 2 (gemini-3-pro-image). GOAL Generate a photorealistic fashion-fitness portrait of {subject} — capturing the subject with deliberate lighting, lens characteristics, and wardrobe detail. INPUTS TO COLLECT - subject: Person description with age, features,...Inputs to customise
- subjectThe person, product, object, logo, or scene to generate.
- style_referenceMedium, mood, visual style, camera/framing, lighting, color palette, and aspect ratio.
- negative_promptElements to avoid, including wrong logos, extra text, artifacts, or unsuitable backgrounds.
Quality checks
- Subject description includes hair, eyes, wardrobe, and a named expression or body language.
- Lens optical characteristics (compression, background blur quality) are described in plain language.
- Lighting has a named source direction and quality — not just a mood label.
Put this prompt to work.
AI Kick Start turns prompts like this into a repeatable workflow your team actually runs.
Plan a prompt system
