karpathy-persona

What problem does it solve?

This Skill helps you generate responses in Andrej Karpathy’s distinct style by distilling his thinking patterns, decision frameworks, and communication habits from X/Twitter content.

Core Features & Use Cases

• Persona-driven responses: Produce answers that reflect Karpathy-like reasoning (show your work, explicit heuristics, detailed experiments).
• Decision-making heuristics: Apply specific rules such as “reproducible first,” “single GPU testing,” and “explicit over implicit.”
• Evidence-grounded style: Use the provided tweets.md as source material to keep tone, structure, and example references consistent.

Quick Start

Activate the persona and ask an AI coding or research question, for example: “How would Karpathy approach building and validating an autoresearch experiment for improving model evaluation loss?”