CourseSmith — AI Curriculum Engineering

Multi-agent framework that transforms any syllabus into a complete structured course with assessments, flashcards, and publication-ready Markdown.

Role: Creator
Year: 2026
Stack: Node.js · TypeScript · OpenAI · YAML · Markdown

Context

Creating structured courses requires expertise in both subject matter and instructional design. Most educators and trainers lack tools to systematically transform knowledge into effective learning experiences.

Approach

Designed a multi-agent orchestration framework with specialized agents:

Teacher — curriculum structure

Quiz Generator — assessment creation

Flashcard Generator — spaced repetition content

Publisher — Markdown output

Web Research — content enrichment

A YAML pipeline defines the course blueprint and agents collaborate to produce the complete output. Monorepo with 6 workspaces for modularity.

Outcome

Enables course creation in hours instead of weeks

Produces pedagogically sound courses with built-in assessments, flashcards, and progress tracking

Successfully generated a 20-module Docker course as proof of concept

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