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autoresearch

skills.sh
SkillUnverified source

Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy''s autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric.

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Install

New here? These commands run inside Claude Code, Anthropic's terminal-based coding assistant — not your regular shell. Open a terminal, type claude to start a session, then paste the two lines below inside it.

Claude Code
npx skills add github/awesome-copilot --skill "autoresearch" -a claude-code -g -y

Paste into a Claude Code session. This only adds/installs the plugin — nothing runs automatically.

O, si ya vinculaste skillcat-sync, envíalo directamente — te pedirá confirmar antes de tocar nada.

This listing is sourced from github/awesome-copilot. We index metadata only and have not executed or audited this code. Review the source before installing.

¿Eres el autor y quieres corregir algo de este listado, o pedir que lo quitemos? Escribe a autores@skillcat.es.