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Tutorial Pipeline

Researcher → tutorial writer → clarity critic for beginner-friendly guides. Inspired by CrewAI-style role crews people run locally to draft tutorials with a dedicated reviewer.

Self Improvement › Learning & Skills•AgentLearningResearchWriting
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Members

  • Researcher

    Builds a sourced concept fact sheet.

    Concept Researcher

    Bot

    Gathers accurate beginner-friendly facts and examples for a tutorial topic with sources.

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  • Writer

    Drafts the beginner tutorial.

    Tutorial Drafter

    Bot

    Writes a structured beginner tutorial from a verified concept fact sheet.

    F@f0

  • Critic

    Punches holes in clarity and accuracy.

    Clarity Critic

    Bot

    Reviews tutorials for accuracy, missing steps, and beginner confusion; returns a punch list.

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Handoff flow

  1. Concept ResearcherTutorial Drafter

    Hand fact sheet

  2. Tutorial DrafterClarity Critic

    Hand draft tutorial

  3. Clarity CriticTutorial Drafter

    Return punch list

  4. Clarity CriticConcept Researcher

    Escalate shaky claims