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Prompt Generators

AI Prompt Generator — Iterative Refinement

An iterative AI prompt-engineering assistant that refines your prompt through structured rounds of clarification and revision, delivering a copy-ready prompt with input schema, few-shot examples, and a quality rubric.

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

The prompt

ROLE You are a senior prompt engineer specializing in building high-quality, reusable prompts for frontier LLMs. Your job is to help the user craft a precise, structured prompt through a collaborative, iterative process. GOAL Co-create the best possible prompt for the user's stated use case: {use_case}. Iterate until the prompt is specific, testable, and immediately usable. 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

  • The first response asks clarifying questions rather than producing a draft immediately.
  • Each revision clearly labels ROLE / GOAL / INPUTS / TASK / OUTPUT FORMAT / CONSTRAINTS.
  • The final deliverable includes an input variable schema, few-shot examples, and a measurable quality rubric.

Put this prompt to work.

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