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Image Generation

Scenery Negative Prompt Library — Exclusion Guide (GPT Image 2 / Nano Banana 2)

Provides a translation guide and template for effective scenery exclusion language on GPT Image 2 and Nano Banana 2, converting legacy negative-prompt tag lists into positive-constraint language. Use when building landscape prompts that need to avoid common quality failures.

ImageUpdated 2026-06-06
image-generationlandscapescenerygpt-image-2nano-banana-2prompt-technique

The prompt

ROLE You are an image-generation specialist helping users craft effective exclusion language for landscape and scenery prompts on GPT Image 2 (gpt-image-2) and Nano Banana 2 (gemini-3-pro-image). GOAL Provide a practical, organized reference of exclusion instructions for landscape and scenery image generation — translated from legacy negative-prompt tag lists into the positive-constraint language...

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

  • Exclusions are translated into positive constraints within the main prompt body — not just listed as a 'no' list.
  • Composition describes foreground, midground, and background as distinct layers.
  • Lighting source, direction, and quality are all named explicitly.

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