cognitive-tutoring-architecture-designer
CommunityDesign adaptive tutoring architectures and KC maps.
Education & Research#architecture#adaptive#cognitive#tutoring#education-research#knowledge-tracing#ACT-R
AuthorGarethManning
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps education researchers and AI builders design robust cognitive tutoring architectures by translating a high-level skill into a precise set of learnable knowledge components and a coherent tracing and feedback pipeline.
Core Features & Use Cases
- Decomposes complex educational skills into testable knowledge components that can be observed in specific problem steps.
- Maps dependencies between components and guides safe problem selection to respect prerequisites.
- Integrates Bayesian knowledge tracing, probabilistic mastery thresholds, and a structured feedback framework to diagnose errors by component.
- Suitable for building adaptive tutors in domains like mathematics, science, and language learning, where procedural knowledge and concept formation matter.
Quick Start
Provide a complete cognitive tutoring architecture blueprint for a skill, including the KC map, dependency structure, tracing design, problem selection logic, and feedback framework.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: cognitive-tutoring-architecture-designer Download link: https://github.com/GarethManning/claude-education-skills/archive/main.zip#cognitive-tutoring-architecture-designer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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