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Updated 2mo ago

by JoaquinMulet

Artificial-General-Research

Autonomous code optimization that works while you sleep (Autoresearch with Claude Code). Define a metric, point it at your code, go to bed. Wake up to a faster, smaller, better system — with correctness verified at every step.

Works with
  • Claude

28 GitHub stars (28)

Steady at 28 stars — no new stars in the 20 days since Sep 26.

  • 1 skill (1 skills found in its SKILL.md files)
  • 8 forks (8 forks)
  • 2mo ago last update (Last updated 2mo ago)

Install

Skills CLI

npx skills add JoaquinMulet/Artificial-General-Research

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

Claude Code

git clone https://github.com/JoaquinMulet/Artificial-General-Researchcp -r "Artificial-General-Research/skills/agr" ~/.claude/skills/

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

Plugin

/plugin marketplace add JoaquinMulet/Artificial-General-Research

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.

  • agr

    AGR: Artificial General Research — autonomous iterative optimization framework for Claude Code. Generalizes Karpathy's autoresearch to any measurable problem with variance-aware acceptance, correctness verification, and fresh-context-per-iteration (Ralph Loop). Use when setting up autoresearch, creating optimization loops, or autonomous research. Triggers on: autoresearch, AGR, auto research, opt…

    skills/agr/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.