Adaptive Concept Tutor
Teaches complex programming concepts and codebases through diagnostic assessment, visual diagrams, ASD-STE100 clear prose, and persistent knowledge graphs.
Teaches complex programming concepts and codebases through diagnostic assessment, visual diagrams, ASD-STE100 clear prose, and persistent knowledge graphs.
The Learn skill transforms Claude into an adaptive technical educator that anchors explanations directly into your actual codebase. Instead of reciting abstract definitions, it diagnoses prerequisite knowledge gaps, teaches using concrete visual diagrams and runnable code in your own identifiers, and enforces Simplified Technical English (ASD-STE100) for maximum clarity. Finished guides are exported as standalone, interactive HTML artifacts and indexed into a local knowledge graph library to help developers master unfamiliar architectures, resolve root causes of tricky errors, and build living documentation.