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lab:autoresearch

80 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By oliver-kriska/claude-elixir-phoenix (GitHub) · coding · 574 stars · scanned at commit 4621ae4

Self-improving loop for plugin skills. Reads program.md, proposes one mutation per iteration, evaluates against deterministic scorer, keeps improvements via git, reverts failures. Targets weakest skill+dimension. Use with /loop for overnight runs.

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/'lab-autoresearch' ] || [ -L ~/.agents/skills/'lab-autoresearch' ]; then echo 'A skill folder named lab-autoresearch already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/oliver-kriska/claude-elixir-phoenix' "$d" && git -C "$d" checkout --quiet '4621ae486f3ef3270cc5871685c9b13735ad5e60' -- 'lab/autoresearch' && mkdir -p ~/.agents/skills && cp -R "$d"/'lab/autoresearch' ~/.agents/skills/'lab-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/'lab-autoresearch' ~/.claude/skills/'lab-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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