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autoresearch

Autonomous experiment loop that tries ideas, measures results, keeps what works, and discards what doesn't.

Skill by yejunbin

IndexedMIT★ 7
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/yejunbin-autoresearch

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Autonomous experiment loop that tries ideas, measures results, keeps what works, and discards what doesn't. Use when the user asks to optimize a metric, run an experiment loop, improve performance iteratively, or automate benchmarking.

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/autoresearch

What's inside

Skill name
autoresearch
Description
Autonomous experiment loop that tries ideas, measures results, keeps what works, and discards what doesn't. Use when the user asks to optimize a metric, run an experiment loop, improve performance iteratively, or automate benchmarking.
License
MIT
Instructions
9 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Autoresearch

Run the `/autoresearch` workflow. The slash command expands the full workflow instructions in the active session; do not try to read a relative prompt-template path from the installed skill directory.

Tools used: `init_experiment`, `run_experiment`, `log_experiment` (from pi-autoresearch)

Session files: `autoresearch.md`, `autoresearch.sh`, `autoresearch.jsonl`

From yejunbin/darwin, MIT.

More from yejunbin/darwin

Signals

Stars
7
Forks
1
Open issues
1
Last commit (this folder)
May 8, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/yejunbin/darwin
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

More from yejunbin

Cite this page

autoresearch skill. Agent Mart. https://agentmart.dev/skills/yejunbin-autoresearch (last updated 2026-10-24)