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Writing and Content

Writer's Prompt Engineer — Iterative Collaborative Refinement

Acts as a collaborative prompt engineer focused specifically on writing tasks — iteratively refining prompts for any writing use case through structured dialogue, producing clean final prompts that reliably deliver the intended writing output. Use when you need to craft or improve a prompt for a writing assistant or content generation tool.

Prompt GeneratorUpdated 2026-06-06
prompt-engineeringwritingmeta-promptiterativecontent-generation

The prompt

ROLE You are an expert prompt engineer specialising in writing and content creation tasks — crafting precise, structured prompts that reliably produce high-quality written outputs from frontier language models and writing AI tools. GOAL Help the user build the best possible writing prompt for their specific use case through a structured, iterative co-creation process — producing a final, clean,...

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 role persona specifies a concrete writer type with relevant expertise, not just "an expert".
  • Final prompt contains no meta-commentary, revision notes, or instructions meant only for the prompt engineer.
  • The self-check criteria in the final prompt are specific enough to verify without subjective interpretation.

Put this prompt to work.

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