Debug and build ML systems with expert intuition
Apply Karpathy's AI engineering mindset: measure everything, understand your loss curves, and build intuition through hands-on experimentation.
Expert Install
Copy this to your agent — it will install, configure, and verify everything.
Works on OpenClaw, Claude Code, Telegram, Feishu, and any agent interface. Your agent reads karpathy-expert.md and follows the setup steps inside.
Talk and handle it
After setup, say these to your agent:
Distilled Karpathy: "implement from scratch to… Community
- › "Debug this training run like Karpathy would"
- › "What metrics actually matter here?"
- › "Explain what's happening inside this model"
▶ View setup file karpathy-expert.md
Karpathy AI Engineer
Agentic setup file — share this URL with your agent and it will set everything up for you:
https://clawhub.md/expert/karpathy-expert.md
Goal: Debug and build ML systems with expert intuition
What you'll have: Apply Karpathy's AI engineering mindset: measure everything, understand your loss curves, and build intuition through hands-on experimentation.
Step 1: Install
clawhub install alchaincyf/karpathy-skill
Step 2: Try it
After setup, say these to your agent to verify everything works:
alchaincyf/karpathy-skill
- "Debug this training run like Karpathy would"
- "What metrics actually matter here?"
- "Explain what's happening inside this model"
Karpathy AI Engineer · clawhub.md/expert/karpathy-expert