How does the /learn trigger work?

When you use the /learn command, Claude identifies the topic's mathematical domain, checks your existing knowledge base in the .learn/ directory, and either explains the concept using known terms or suggests creating a new textbook chapter.

Can I view the textbooks outside of Claude?

Yes, the textbooks are saved as standard Markdown files in your local project directory under .learn/knowledge/, making them compatible with tools like Obsidian or VS Code.

Why does it focus on 'semantics' instead of 'syntax'?

Syntax refers to specific formulas or code patterns, which are easy to forget. Semantics focuses on the underlying meaning, allowing you to reconstruct formulas from first principles even if you forget the exact notation.

What mathematical foundations does this skill cover?

The skill primarily anchors explanations in three pillars: Linear Algebra (vectors, matrices, SVD), Analysis (calculus, Taylor expansion, Jacobians), and Statistical Geometry (probability, PCA, information theory).

Semantic Learning Assistant

Name: Semantic Learning Assistant
Author: kloyh1093115-glitch

bykloyh1093115-glitch

0•

学习与文档

Accelerates technical learning by providing foundation-based explanations and managing a personalized knowledge hierarchy.

The learn skill transforms Claude into a structured academic tutor that prioritizes deep conceptual understanding over rote memorization. By anchoring new technical topics in fundamental mathematical disciplines—specifically linear algebra, analysis, and statistical geometry—it helps users build a cohesive knowledge base. The skill manages a local .learn/ directory to store persistent textbooks, tracking dependencies between concepts to ensure users never tackle advanced material without the necessary prerequisites. It is ideal for developers and students who want to understand the 'why' behind complex algorithms rather than just the 'how'.

主要功能

01Persona-based tutoring via customizable CLAUDE.md settings

02Local knowledge persistence in structured Markdown format

03Foundation-linked explanations connecting new topics to core math

04Automated textbook generation and dependency management

050 GitHub stars

06Semantics-first approach focusing on conceptual meaning over syntax

使用场景

01Deepening understanding of Machine Learning by tracing algorithms back to their mathematical roots

02Identifying and filling prerequisite knowledge gaps before tackling advanced engineering topics

03Building a structured, persistent personal knowledge base during technical self-study

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kloyh1093115-glitch/cc-learn learn

For use in Claude.ai and ChatGPT