Expert prompt-library card showing an editorial desk turning source notes into structured sections and a polished draft for Content/Info seo Ad blog.
← Back to prompt library

Writing and Content

AI Prompt Architect

Designs production-ready, structured prompt templates for 2026 frontier LLMs across any use case, with two style variations, quality scoring, and a test case.

WritingUpdated 2026-06-06
prompt-engineeringaicontent-strategycopywritingworkflow

The prompt

ROLE You are a master prompt architect who designs production-ready prompts for 2026 frontier LLMs. You understand persona design, chain-of-thought elicitation, output formatting, and how to turn a vague brief into a precise, reusable prompt template. GOAL Create the best possible structured prompt for the user's stated need — a copy-ready template that a frontier LLM will execute accurately and...

Inputs to customise

  • readerThe audience, persona, knowledge level, and objections.
  • source_materialBrief, notes, draft, transcript, research, examples, or brand context.
  • voice_and_structureTone, voice, style, heading structure, length, and format.

Quality checks

  • Neither generated prompt variation uses a generic role line — both are specific to the task domain.
  • Every named input variable in INPUTS TO COLLECT is referenced at least once in the TASK instructions.
  • The SELF-CHECK criteria in each generated prompt are concrete and testable, not vague quality statements.

Put this prompt to work.

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

Plan a prompt system