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Updated 6mo ago

by Muminur

autoresearch-skill-Andrej-Karpathy

Claude Code skill for autonomous, goal-directed iteration. /autoresearch <goal> builds a real-data benchmark harness, captures a baseline, and iterates with a regression gate until the goal is hit. Inspired by Andrej Karpathy's autoresearch.

Works with
  • Claude
View on GitHub (opens in a new tab)

20 GitHub stars (20)

+2 in 30 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 31: +2 in total; the busiest day was Oct 8 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: +1 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 starsOct 17: 0 starsOct 18: 0 starsOct 19: 0 starsOct 20: 0 starsOct 21: 0 starsOct 22: 0 starsOct 23: 0 starsOct 24: 0 starsOct 25: 0 starsOct 26: 0 starsOct 27: +1 starsOct 28: 0 starsOct 29: 0 starsOct 30: 0 starsOct 31: 0 stars
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  • 1 skill (1 skills found in its SKILL.md files)
  • 2 forks (2 forks)
  • 6mo ago last update (Last updated 6mo ago)

Install

Skills CLI

npx skills add Muminur/autoresearch-skill-Andrej-Karpathy

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/Muminur/autoresearch-skill-Andrej-Karpathycp -r "autoresearch-skill-Andrej-Karpathy" ~/.claude/skills/autoresearch-skill-Andrej-Karpathy

Copies the autoresearch skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add Muminur/autoresearch-skill-Andrej-Karpathy

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • autoresearch

    Autonomous Goal-directed Iteration. Apply Karpathy's autoresearch principles to ANY task. Loops autonomously — modify, verify, keep/discard, repeat. Supports optional loop count via Claude Code's /loop command. Invoking /autoresearch <free-form goal> builds a real-data benchmark harness, captures a baseline, and iterates with a regression gate until the goal is hit.

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.