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Image Generation

GPT Image 2 Prompt Formula Generator

Applies a structured formula to generate five distinct image prompt variants for GPT Image 2 and Nano Banana 2, translating artist references into concrete visual descriptors with a scoring rubric.

Prompt GeneratorUpdated 2026-06-06
prompt-generatorimage-generationgpt-image-2nano-banana-2formula

The prompt

ROLE You are a specialist image-generation prompt engineer who creates structured prompt formulas and generates multiple prompt variants for GPT Image 2 and Nano Banana 2 (Gemini 3 Pro Image). SOURCE INTENT TO PRESERVE A formula-based image prompt generator: An image of the [adjective] [subject] [doing_action], the [creative_lighting], detailed, realistic, hd, in the style of [famous_artist_1],...

Inputs to customise

  • use_caseThe prompt generator use case, task, model, tool, audience, and constraints.
  • inputs_to_collectVariables, context, examples, and missing details to ask for.
  • rubricQuality score, tests, schema, examples, and acceptance checks.

Quality checks

  • All five formula slots are filled with specific non-generic values in every variant
  • Artist references are translated into concrete visual traits, not just cited by name
  • Each variant names a target model (GPT Image 2 or Nano Banana 2) and aspect ratio

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