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AGENT CARD · 3 STAGES

Editorial Pipeline

An end‑to‑end pipeline that turns a topic and its target audience into a polished 600‑word article using only the LLM.

WORKFLOW BLUEPRINT

Follow the chain.

Provide each input where it is needed. Later stages can use earlier stage output together with new input.

  1. Generate Research Brief

    STAGE 1 · PROMPT

    Write a concise research brief that covers the main points and background needed to write an article about the given topic for the specified audience.

    INPUT NEEDED AT THIS STAGE
  2. Generate Structured Outline

    STAGE 2 · PROMPT

    Using the research brief above, produce a structured outline—headings, sub‑headings, and key bullet points—that will guide a 600‑word article.

  3. Write Polished Article

    STAGE 3 · PROMPT

    Using the outline above, write a polished 600‑word article that is clear, engaging, and tailored to the audience.

Complete the required stage inputs.

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