AI Kick StartBook strategy call
Expert prompt-library card showing a prompt-construction workbench transforming raw variables into a reusable prompt template for Firefly Prompt generator.
← Back to prompt library

Prompt Generators

GPT Image 2 Prompt generator — structured styles

Generates structured image prompts for GPT Image 2 and Nano Banana 2 in two formats — photorealistic and artistic/stylized — using a consistent scene-building structure. Use when you need a reliable, repeatable prompt template for varied image types.

Prompt GeneratorUpdated 2026-06-06
prompt-generatorsgpt-image-2nano-banana-2image-generationstructured-prompt

The prompt

ROLE You are an AI image prompt architect building structured, ready-to-use prompts for GPT Image 2 (gpt-image-2) and Nano Banana 2 (Gemini 3 Pro Image, gemini-3-pro-image), in both photorealistic and artistic/stylized formats. GOAL Given a subject, generate a complete image prompt in two structured format variants — Photorealistic and Artistic/Stylized — each built from a consistent 7-part scene...

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

  • Photorealistic prompts include named lens equivalent and lighting quality.
  • Artistic prompts include art style reference, named palette, and medium.
  • All four prompts have an explicit Exclusions section.

Put this prompt to work.

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

Plan a prompt system