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autoresearch

An autonomous experimentation loop for any programming task. You define the goal and how to measure it; the agent iterates autonomously -- modifying code, running experiments, measuring results, and keeping or discarding changes -- until interrupted.

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Install signal
1

Weekly or total install activity from catalog data

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Install command
npx skills add https://github.com/github/awesome-copilot --skill autoresearch
SkillJury does not have enough approved reviews to publish a community verdict yet. Source metadata and repository proof are still available above.
SkillJury Signal Summary

As of Apr 30, 2026, autoresearch has 1 weekly installs, 0 community reviews on SkillJury. Community votes currently stand at 0 upvotes and 0 downvotes. Source: github/awesome-copilot. Canonical URL: https://skills.sh/github/awesome-copilot/autoresearch.

Security audits
Gen Agent Trust HubWARN
SocketPASS
SnykFAIL
About this skill
An autonomous experimentation loop for any programming task. You define the goal and how to measure it; the agent iterates autonomously -- modifying code, running experiments, measuring results, and keeping or discarding changes -- until interrupted. This skill is inspired by Karpathy's autoresearch , generalized from ML training to any programming task with a measurable outcome . Before any experimentation begins, work with the user to establish these parameters. Ask the user directly for each item. Do not assume or skip any. Ask the user: What are you trying to improve or optimize? Examples: execution time, memory usage, binary size, test pass rate, code coverage, API response latency, throughput, error rate, benchmark score, build time, bundle size, lines of code, cyclomatic complexity, etc.

Source description provided by the upstream listing. Community review signal and install context stay separate from this narrative layer.

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FAQ
What does autoresearch do?

An autonomous experimentation loop for any programming task. You define the goal and how to measure it; the agent iterates autonomously -- modifying code, running experiments, measuring results, and keeping or discarding changes -- until interrupted.

Is autoresearch good?

autoresearch does not have approved reviews yet, so SkillJury cannot publish a community verdict.

Which AI agents support autoresearch?

autoresearch currently lists compatibility with Skills CLI.

Is autoresearch safe to install?

autoresearch has been scanned by security audit providers tracked on SkillJury. Check the security audits section on this page for detailed results from Socket.dev and Snyk.

What are alternatives to autoresearch?

Skills in the same category include grimoire-morpho-blue, conversation-memory, second-brain-ingest, zai-tts.

How do I install autoresearch?

Run the following command to install autoresearch: npx skills add https://github.com/github/awesome-copilot --skill autoresearch

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