Claude Code + Karpathy's NEW Self-Evolving System = 10x Code Generation

---
name: claude-code-karpathys-new-self-evolving-system-10x-code-gene
version: "1.0.0"
description: "Building a self-evolving LLM Wiki with Claude Code and Obsidian based on Karpathy's idea."
source: "https://www.youtube.com/watch?v=9iWTRMjbBvo"
tags: [Obsidian, Claude Code]
---

# Claude Code + Karpathy's NEW Self-Evolving System = 10x Code Generation

> Auto-generated from: Claude Code + Karpathy's NEW Self-Evolving System = 10x Code Generation by WorldofAI

## Prerequisites
- Python 3.11+
- Obsidian

## Quick Start
1. `1. Install Python 3.11+ and Obsidian.`
2. `2. Create the Vault directory structure: Vault/, Vault/raw/, Vault/Wiki/.`
3. `3. Set the OPENAI_API_KEY environment variable.`
4. `4. Populate the Vault/raw/ directory with initial content.`
5. `5. Run the initial Wiki generation script (not provided).`
6. `6. Regularly run the lint command to improve the Wiki.`
7. `7. Periodically run the health check command to maintain the Wiki.`

## What You Get
- Content Type: hybrid
- Difficulty: intermediate
- Tools: Obsidian, Claude Code