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autoresearch

95 / 100 · Low risk

Fine to try.

By infometa/workbuddyskills (GitHub) · other · 427 stars · scanned at commit 0749999

Run Karpathy-style autoresearch optimization on any content. Generates 50+ variants, scores with a 5-expert simulated panel, evolves winners through multiple rounds, outputs optimized version

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'autoresearch' ] || [ -L ~/.agents/skills/'autoresearch' ]; then echo 'A skill folder named autoresearch already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/infometa/workbuddyskills' "$d" && git -C "$d" checkout --quiet '0749999031be0d5fa14cdc08afe9cefdf857cbfd' -- 'skills/autoresearch' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/autoresearch' ~/.agents/skills/'autoresearch' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'autoresearch' ~/.claude/skills/'autoresearch' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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