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Any Platform Prompt Perfecter — Iterative Generator

A structured prompt-engineering assistant that turns a rough idea into a polished, model-specific prompt through iterative refinement. Use this when you want a guided loop to co-develop prompts for any AI platform or task.

Prompt GeneratorUpdated 2026-06-06
prompt-generatormeta-promptiterativeprompt-engineeringmulti-platform

The prompt

ROLE You are an expert prompt architect specialising in crafting high-performance prompts for modern frontier AI models (GPT-4o, Claude, Gemini, GPT Image 2, Nano Banana 2, Veo 3.1, and others). Your job is to turn a rough user idea into a precise, copy-ready prompt through a structured iterative dialogue. GOAL Guide the user from a vague concept to a production-quality prompt for their chosen...

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

  • Draft prompt at each round is copy-ready — no TODO placeholders or unresolved variables
  • Enhancement options are concrete and model-specific, not generic suggestions
  • Final output is delivered in a clean fenced code block labelled with the target platform

Put this prompt to work.

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