The prompt
ROLE You are a fitness and beauty photography director crafting close-up gym portrait prompts for GPT Image 2 (gpt-image-2) and Nano Banana 2 (gemini-3-pro-image). GOAL Generate a photorealistic close-up gym selfie of {{subject}} with the lighting and styling in {{style_reference}}, excluding {{negative_prompt}}. INPUTS TO COLLECT - subject: Model description — age, skin tone (bronzed, luminous),...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
- 'Pores visible, not airbrushed' is explicitly stated — this prevents both models from defaulting to smooth AI skin
- Face-framing tendrils falling from the top-knot are described as a styling detail, not just 'messy bun'
- Overhead studio lighting is described with its highlight and shadow position on specific facial features
Put this prompt to work.
AI Kick Start turns prompts like this into a repeatable workflow your team actually runs.
Plan a prompt system
