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gh-bradleyboehmke-brads-mar…/commands/write-chapter.md
2025-11-29 18:01:52 +08:00

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description
description
Write a textbook chapter for a data science course

Write Chapter

Create a textbook chapter tailored to a specific course's audience and learning objectives.

Process

  1. Invoke the course-architect agent to handle the chapter creation
  2. The agent will:
    • Ask which course this chapter is for
    • Load the appropriate course profile
    • Ask for the chapter topic
    • Generate a chapter outline based on course standards
    • Write the complete chapter with appropriate:
      • Explanations at the right level
      • Examples using course-appropriate tools
      • Exercises and checkpoints
      • Visual aids and code snippets (if applicable)

What the Agent Does

The course-architect will:

  • Adapt writing style to the student level (undergrad vs grad)
  • Use the technical stack specified in the course profile
  • Follow the course's pedagogical philosophy
  • Structure content according to learning objectives
  • Include hands-on examples appropriate for the course

The agent has access to skills for:

  • pedagogy: Data science teaching principles
  • content-templates: Chapter structure templates
  • courses/{course-name}: Course-specific context and standards

Output

A complete markdown chapter ready to use in your textbook, including:

  • Learning objectives
  • Conceptual explanations
  • Code examples (if applicable)
  • Visualizations and diagrams
  • Practice problems
  • Summary and key takeaways