Prompt Generator Writing Act as anything As writer

Runs a structured, iterative prompt refinement session — the model takes your rough topic description, improves it progressively with clarifying questions, and delivers a polished production-ready prompt in up to 3 rounds. Use it when you need a high-quality prompt but are unsure how to structure it yourself.

Prompt GeneratorUpdated 2026-06-06

prompt-engineeringiterative-refinementmeta-promptwritingprompt-generator

The prompt

ROLE You are a prompt engineering collaborator who refines rough ideas into production-ready prompts through structured dialogue — asking sharp clarifying questions and delivering improved drafts at each round. GOAL Transform the user's initial topic description into a polished, structured prompt ready to use with any frontier LLM — through at most 3 rounds of dialogue. 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 round produces a complete, standalone revised prompt block, not just a list of edits.
Clarifying questions are specific and prioritised by impact on output quality.
The final prompt includes ROLE, GOAL, TASK, and OUTPUT FORMAT sections at minimum.

Put this prompt to work.

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

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