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Updated 1mo ago

by leo-lilinxiao

codex-autoresearch

Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely. Inspired by Karpathy’s autoresearch concept.

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

2.9k GitHub stars (2,924)

+191 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +191 in total; the busiest day was Oct 9 with +26 stars.Oct 1: +1 starsOct 2: +7 starsOct 3: +6 starsOct 4: +10 starsOct 5: +4 starsOct 6: +6 starsOct 7: +12 starsOct 8: +9 starsOct 9: +26 starsOct 10: +10 starsOct 11: +20 starsOct 12: +19 starsOct 13: +21 starsOct 14: +18 starsOct 15: +13 starsOct 16: +9 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 1+1
Oct 2+7
Oct 3+6
Oct 4+10
Oct 5+4
Oct 6+6
Oct 7+12
Oct 8+9
Oct 9+26
Oct 10+10
Oct 11+20
Oct 12+19
Oct 13+21
Oct 14+18
Oct 15+13
Oct 16+9
  • 1 skill (1 skills found in its SKILL.md files)
  • 133 forks (133 forks)
  • 1mo ago last update (Last updated 1mo ago)

Install

Skills CLI

npx skills add leo-lilinxiao/codex-autoresearch

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

Claude Code

git clone https://github.com/leo-lilinxiao/codex-autoresearchcp -r "codex-autoresearch" ~/.claude/skills/codex-autoresearch

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

Plugin

/plugin marketplace add leo-lilinxiao/codex-autoresearch

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.

  • codex-autoresearch

    Run repeated, measured Git experiments toward a numeric target; keep improvements and revert failures. Use for autonomous optimization or managing an autoresearch run, not one-shot edits.

    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.