Expert prompt-library card showing a prompt-construction workbench transforming raw variables into a reusable prompt template for Any Platform Photorealistic Prompt Generator.
← Back to prompt library

Image Generation

GPT Image 2 — Photorealistic Subject Prompt Generator

A meta-prompt that generates complete, copy-ready photorealistic image prompts for any subject and style, outputting model-aware natural-language prompts for GPT Image 2 and/or Nano Banana 2. Use to quickly scaffold image prompts without writing them from scratch — provide subject, style, aspect ratio, and target model.

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

The prompt

ROLE You are a specialist in writing photorealistic image generation prompts tuned for GPT Image 2 and Nano Banana 2 (Gemini 3 Pro Image). You generate structured, model-aware image prompts on demand from a subject and style input — producing copy-ready prompts that users can take directly to either model. GOAL Generate a complete, copy-ready photorealistic image prompt for a given subject and...

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 four required inputs (subject, style, aspect ratio, model target) are collected before generating to prevent generic or incomplete output.
  • Output prompts use natural language paragraph form — not tag lists — which is the correct format for both GPT Image 2 and Nano Banana 2.
  • Generated prompts include all six essential elements: subject, camera, lighting, style word, aspect ratio, and at least one exclusion.

Put this prompt to work.

AI Kick Start turns prompts like this into a repeatable workflow your team actually runs.

Plan a prompt system