skills.rest
dmccreary
dmccrearyCOMMUNITY
Explore all skills by this author →
Website𝕏@dmccrearyGitHub

learning-graph-generator

Generate learning graphs with concept dependencies and taxonomies from course descriptions.

8|3|Updated Oct 13, 2024
Search Tags:#education#knowledge graph#AI generation#learning graph#curriculum design#concept mapping#taxonomy
One-click install
npx skills add https://github.com/dmccreary/learning-graphs --skill learning-graph-generator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: learning-graph-generator
Source: https://github.com/dmccreary/learning-graphs/tree/main/skills/learning-graph-generator
Command: npx skills add https://github.com/dmccreary/learning-graphs --skill learning-graph-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually creating detailed learning graphs, concept dependencies, and taxonomies for educational content is a time-consuming and complex task. This Skill automates the entire process, allowing educators and content creators to quickly structure knowledge and design curricula without the manual overhead.

Core Features & Use Cases

  • Automated Concept Generation: From a course description, automatically derive up to 200 distinct concepts, formatted for clarity and pedagogical soundness.
  • Intelligent Dependency Mapping: Construct a Directed Acyclic Graph (DAG) of concept prerequisites, ensuring logical learning pathways and identifying foundational knowledge.
  • Structured Taxonomy Creation: Develop a categorical taxonomy to organize concepts, complete with descriptive names and abbreviations for easy navigation.
  • Comprehensive Quality Validation: Generate detailed reports on graph structure, dependency integrity, and concept distribution, ensuring the generated graph is robust and pedagogically sound.
  • Use Case: An educator is developing a new online course. Instead of spending weeks manually mapping out topics, prerequisites, and categories, they use this Skill to generate a complete learning graph from their course outline in minutes, saving significant time and ensuring a coherent curriculum.

Quick Start

Use the learning-graph-generator skill to create a comprehensive learning graph for the attached course description 'Introduction to Quantum Computing'. Ensure it includes 200 concepts, a detailed dependency map, and a categorized taxonomy.