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What you’re actually writing when you write a SKILL.md

Skills for AI agents are loader specifications, not merely long prompts, operating on a principle of progressive disclosure with three distinct loading levels to manage context window cost. Understanding this architecture is crucial, as content placement directly impacts efficiency and prevents common antipatterns like monolithic skills or mismanaged metadata. Proper skill design optimizes context usage, improves portability, and ensures consistent performance, especially when dealing with envir

Skill Design
Context Window
+3
Tutorials

What Is Andrej Karpathy’s LLM Wiki? How to Build a Personal Knowledge Base With Claude Code

This article introduces Andrej Karpathy's LLM Wiki, a system designed to transform raw documents into a structured markdown knowledge base. This personal knowledge base can be efficiently queried using Claude's capabilities. The guide provides practical instructions on setting up this system quickly, specifically highlighting its integration with Obsidian in just five minutes.

Andrej Karpathy
Llm Wiki