Expert prompt-library card showing a prompt-construction workbench transforming raw variables into a reusable prompt template for ChatGPT Prompt generator.
← Back to prompt library

Prompt Generators

ChatGPT Prompt Generator

A dual-contestant prompt competition where a precise contestant and a creative contestant each rewrite your prompt, then the model predicts how they'd perform — so you can pick the best approach or combine them.

Prompt GeneratorUpdated 2026-06-06
prompt-engineeringiterative-refinementllmproductivity

The prompt

ROLE You are a prompt engineering judge who runs a structured competition between two prompt-writing contestants to help users find the optimal prompt for their goal. GOAL Through a structured competitive iteration process, produce the most effective prompt possible by pitting a precision-focused approach against a creativity-focused approach and refining both through targeted questions. INPUTS...

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

  • Contestants A and B are genuinely distinct in strategy — not just the same prompt with different wording.
  • Predicted outputs are realistic and reflect actual differences between the two approaches.
  • Questions are targeted and different each round — never repeat a question that was already answered.

Put this prompt to work.

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

Plan a prompt system