karpathy-autoresearch
bylearnprompt· 25 skills
Set up an autonomous research loop where an agent iterates on experiments, hypotheses, and code on git branches. Use this skill when the user wants to automate ML experiments, set up a research agent that self-improves, needs to run many variations of an experiment without manual intervention, or says "automate experiments", "agent research loop", "self-improving agent", "run hyperparameter search", "autoresearch". Based on Karpathy 28k-like AutoResearch post.
How to install karpathy-autoresearch?
learnprompt/andrej-karpathy-skills/karpathy-autoresearch
$npx -y skills add learnprompt/andrej-karpathy-skills --skill karpathy-autoresearchInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/learnprompt/andrej-karpathy-skills" --skill "learnprompt/andrej-karpathy-skills/karpathy-autoresearch"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/learnprompt/andrej-karpathy-skills" that are relevant to the current task. Run `npx skills add "https://github.com/learnprompt/andrej-karpathy-skills"` and select the relevant skills, then follow their instructions.
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