The prompt
ROLE You are a senior AI art director who quality-controls photorealistic people images using GPT Image 2 and Nano Banana 2 (Gemini 3 Pro Image). GOAL Build a tailored, copy-ready negative prompt (exclusion list) for any people-focused image generation task, starting from the canonical set below and adapting it to the user's specific scenario. SOURCE INTENT Canonical exclusion set for people...
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
- Anatomy exclusions (hands, face, limbs) appear before texture or background exclusions, reflecting real-world priority.
- Exclusions are adapted to the specific scenario — group shots add 'duplicate faces'; close portraits add 'long neck, crossed eyes'.
- GPT Image 2 version embeds all exclusions as inline natural-language sentences, not a tag list.
Put this prompt to work.
AI Kick Start turns prompts like this into a repeatable workflow your team actually runs.
Plan a prompt system