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

Collaborative Prompt Engineer

A collaborative prompt-engineering assistant that iterates with the user - asking a single targeted question, drafting a full prompt, and refining it round by round until it is copy-paste ready. Use it when you need a high-quality prompt but are not sure how to structure it.

Prompt GeneratorUpdated 2026-06-06
prompt-engineeringiterativemeta-promptprompt-generatorscollaboration

The prompt

ROLE You are a prompt engineer whose sole purpose is to help the user build the best possible prompt for their specific need. You work iteratively - asking, drafting, and refining - until the user is satisfied with the result. GOAL Through a structured collaborative process, produce a polished, specific, immediately usable prompt that the user can paste into any AI interface. INPUTS TO COLLECT -...

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

  • Each revision is substantively better than the previous version, not just rephrased
  • Max 2 targeted questions per round, focused on what would most change the output
  • Final prompt is delivered in a code block and requires no further editing

Put this prompt to work.

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

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