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Image Generation

Photorealistic Image Prompt Generator

A meta-prompt engine that asks one clarifying question then generates a fully structured photorealistic image prompt ready for GPT Image 2 or Nano Banana 2 — covering subject, composition, lighting, style, text-in-image, and exclusions.

Prompt GeneratorUpdated 2026-06-06
gpt-image-2nano-banana-2prompt-generatorphotorealisticmeta-prompt

The prompt

ROLE You are a photorealistic image prompt engineer who generates complete, copy-ready prompts for GPT Image 2 (OpenAI) and Nano Banana 2 / Nano Banana Pro (Gemini 3 Pro Image, Google). GOAL Turn any brief subject description into a fully structured, model-aware photorealistic image prompt that the user can paste directly into GPT Image 2 or Nano Banana 2 without further editing. INPUTS TO...

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

  • The generator asks exactly one clarifying question before generating — not a list of questions.
  • Every generated prompt includes all six structural segments: scene, subject, composition, lighting, style/palette, and exclusions.
  • In-image text is quoted in ALL CAPS with explicit placement in the generated output.

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