Curriculum Planning

Generate structured learning curricula by decomposing topics into concept DAGs.

Updated Feb 9, 2026
One-click install
npx skills add https://github.com/Tzeusy/butlers --skill curriculum-planning
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Curriculum Planning
Source: https://github.com/Tzeusy/butlers/tree/main/roster/education/.agents/skills/curriculum-planning
Command: npx skills add https://github.com/Tzeusy/butlers --skill curriculum-planning

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the creation of structured learning paths by decomposing complex topics into a Directed Acyclic Graph (DAG) of concepts and then sequencing them for optimal learning.

Core Features & Use Cases

  • Concept Decomposition: Breaks down a topic into a DAG of interconnected concepts with prerequisites.
  • Learning Sequence Generation: Creates a prioritized learning order based on depth, effort, and mastery.
  • Use Case: When a user wants to learn a new programming language, this Skill can generate a step-by-step curriculum, starting from basic syntax and progressing to advanced concepts, ensuring a logical and efficient learning flow.

Quick Start

Use the curriculum planning skill to generate a learning path for the topic 'Quantum Computing'.

Frequently Asked Questions about Curriculum Planning

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

FAQPage Schema
How do I create a structured learning path from a complex topic?

To create a structured learning path, this Skill decomposes a complex topic into a Directed Acyclic Graph (DAG) of interconnected concepts and applies topological sorting to sequence them for optimal learning.

How does concept mapping work for sequencing a curriculum?

Concept mapping for curriculum sequencing works by breaking down a topic into a DAG of prerequisites, then applying weighted sequencing based on depth, effort, and mastery to prioritize the learning order.

Can I dynamically replan a learning curriculum based on user progress?

Yes, you can dynamically replan a learning curriculum because the Skill supports dynamic replanning based on analytics feedback and user requests, adjusting the learning sequence as needed.

What is the best way to map prerequisites for an educational curriculum?

The best way to map prerequisites for an educational curriculum is by decomposing the topic into a Directed Acyclic Graph (DAG), which explicitly defines concept relationships and dependencies for logical learning flow.

Does curriculum sequencing require mind map persistence and flow state management?

Yes, curriculum sequencing requires mind map persistence and flow state management to maintain educational contexts and support dynamic replanning throughout the learning process.

When do I need a Directed Acyclic Graph for learning path generation?

You need a Directed Acyclic Graph (DAG) for learning path generation when a topic contains complex prerequisite relationships that require topological sorting and weighted sequencing to ensure an efficient, logical learning flow.