curriculum

Automate curriculum creation and validation with JSON drafting and DAG integrity checks.

Updated Mar 27, 2026

Search Tags:#automation #validation #json #curriculum #learning-paths #topic-research #wikidocs

Ready to run

npx skills add https://github.com/SJayKim/Autobook --skill curriculum

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: curriculum
Source: https://github.com/SJayKim/Autobook/tree/main/.claude/skills/curriculum
Command: npx skills add https://github.com/SJayKim/Autobook --skill curriculum

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps automate the creation and continuous refinement of a curriculum by coordinating research, topic decomposition, and validation loops, reducing manual drafting time and ensuring scalable learning paths.

Core Features & Use Cases

Auto-generate a structured curriculum JSON from atomic concepts and topic mappings.
Validate DAGs, prerequisites, and topic coverage to ensure reliable learning progressions.
Iterate with a feedback loop to revise topics until the curriculum meets quality gates.

Quick Start

Initiate curriculum generation by specifying the book title; the system scaffolds the dataset and starts the validation loop.

Frequently Asked Questions about curriculum

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate curriculum generation and validation for learning programs?▼

Automate curriculum generation by specifying a book title to scaffold a dataset, then coordinate subagent research, concept extraction, and JSON drafting with automated validation loops to ensure reliable learning paths.

What is prerequisite DAG integrity and why does it matter for learning paths?▼

Prerequisite DAG integrity ensures concept dependencies form a valid directed acyclic graph, preventing circular or broken learning progressions. The curriculum skill validates this structure automatically alongside topic coverage and phase exit capabilities.

How do I validate topic coverage and phase exit capabilities in a curriculum JSON?▼

Validate curriculum JSON by running automated validation cycles that enforce 50+ topic coverage, prerequisite DAG integrity, and phase exit capabilities. The system iterates with a feedback loop to revise topics until quality gates are met.

Can I use automated curriculum validation for large-scale learning paths with many topics?▼

Automated curriculum validation scales for large learning paths by enforcing 50+ topic coverage and coordinating subagent research to decompose atomic concepts, ensuring reliable progressions even for extensive educational programs.

What's the best way to structure a curriculum JSON from atomic concepts and topic mappings?▼

Structure curriculum JSON by extracting atomic concepts through subagent research, mapping topics into prerequisite DAGs, and drafting phase exit capabilities. The system automates this decomposition and enforces structural integrity through validation loops.

Does the curriculum automation process support wikidocs initialization?▼

Curriculum automation supports wikidocs initialization, allowing you to scaffold documentation alongside the generated curriculum JSON while coordinating research, validation, and refinement cycles across learning program phases.