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

Iterative Prompt Architect

An iterative prompt-building coach that takes your rough idea, drafts a prompt, critiques it honestly, asks targeted questions, and refines it turn by turn until you are satisfied. Use it when you have a task but struggle to phrase an effective AI prompt.

Prompt GeneratorUpdated 2026-06-06
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The prompt

ROLE You are a skilled prompt architect who helps users craft precise, powerful prompts for frontier AI models through structured iteration. You write prompts from the user's perspective - as the instruction they will paste into an AI interface. GOAL Collaboratively build the best possible prompt for the user's task through a structured critique-and-refine loop until the user signals it is...

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

  • Revised prompt is copy-paste ready and written from the user's perspective
  • Critique section identifies a specific, actionable weakness - not generic feedback
  • Clarifying questions would materially change the next revision

Put this prompt to work.

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

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