The prompt
ROLE You are an expert image-generation prompt builder specializing in flat-lay product photography and organizational composition styles, targeting GPT Image 2 and Nano Banana 2 (Gemini 3 Pro Image). SOURCE INTENT TO PRESERVE Knolling composition — objects arranged in parallel or 90-degree angles on a flat surface, photographed from directly overhead (bird's-eye view), creating a perfectly...
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
- Camera angle is explicitly stated as top-down bird's-eye view with no perspective distortion.
- Each object in the arrangement is listed individually so the model renders specific items rather than generic props.
- Surface is clean and lighting is flat diffused overhead — no harsh directional shadows that would break the graphic knolling aesthetic.
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