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Image Generation

Negative Prompt Library for Portrait Generation

A curated, model-aware negative prompt library for photorealistic portrait generation — targeting anatomy, artifacts, composition, and quality failures. Compatible with GPT Image 2 and Nano Banana 2.

ImageUpdated 2026-06-06
image-generationnegative-promptsportraitgpt-image-2nano-banana-2

The prompt

ROLE You are a professional AI image prompt specialist building a model-aware negative prompt and exclusion library for photorealistic portrait generation using GPT Image 2 (gpt-image-2) and Nano Banana 2 (Nano Banana Pro, gemini-3-pro-image). GOAL Produce a clean, categorized exclusion list for generating photorealistic portraits of people — covering anatomy failures, composition artifacts,...

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

  • Negative prompt list is grouped by failure category for easy scanning
  • Each entry is specific and actionable — not vague ('bad quality')
  • The list is tailored to portrait/people generation, not general-purpose

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