数据与研究

codex-autoresearch-loop

reason-machines/trending-skills

Self-directed iterative research skill for Codex that continuously cycles through modify, verify, retain or discard, and repeat until a measurable goal is reached.

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安装命令

npx skills add https://github.com/reason-machines/trending-skills --skill codex-autoresearch-loop

SKILL.md

Codex Autoresearch

Skill by ara.so — Daily 2026 Skills collection.

Codex Autoresearch is a Codex skill that runs an autonomous modify→verify→keep/revert loop on your codebase. You describe a measurable goal in one sentence; Codex confirms the plan, then iterates unattended — every improvement stacks in git, every failure reverts automatically — until interrupted or a cap is reached. Inspired by Karpathy's autoresearch concept, generalized beyond ML training to any software metric.


Installation

Option A — manual copy into your project:

git clone https://github.com/leo-lilinxiao/codex-autoresearch.git
cp -r codex-autoresearch your-project/.agents/skills/codex-autoresearch

Option B — Codex skill installer:

Codex Autoresearch

Skill by ara.so — Daily 2026 Skills collection.

Codex Autoresearch is a Codex skill that runs an autonomous modify→verify→keep/revert loop on your codebase. You describe a measurable goal in one sentence; Codex confirms the plan, then iterates unattended — every improvement stacks in git, every failure reverts automatically — until interrupted or a cap is reached. Inspired by Karpathy's autoresearch concept, generalized beyond ML training to any software metric.


Installation

Option A — manual copy into your project:

git clone https://github.com/leo-lilinxiao/codex-autoresearch.git
cp -r codex-autoresearch your-project/.agents/skills/codex-autoresearch

Option B — Codex skill installer: