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auto-research

95 / 100 · Low risk

Fine to try.

By maystudios/claude-skills (GitHub) · coding · 29 stars · scanned at commit 25145cf

Improve any existing Claude Code skill, CLAUDE.md, subagent definition, slash-command, or prompt markdown file by combining web-researched best-practice rewrites with autonomous Karpathy-style binary eval loops. Use when the user wants to "auto-research", "self-improve", "auto-improve", "optimize", "modernize", or "research-improve" any existing SKILL.md, CLAUDE.md, agent file under .claude/agents/, slash-command file under .claude/commands/, or any prompt markdown file. Triggers on phrases lik…

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/'auto-research' ] || [ -L ~/.agents/skills/'auto-research' ]; then echo 'A skill folder named auto-research already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/maystudios/claude-skills' "$d" && git -C "$d" checkout --quiet '25145cf85b0709dcc2f7a40a7035c7527c137a6c' -- 'auto-research' && mkdir -p ~/.agents/skills && cp -R "$d"/'auto-research' ~/.agents/skills/'auto-research' && 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/'auto-research' ~/.claude/skills/'auto-research' (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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