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corpus-retrieval-lab

95 / 100 · Low risk

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

By jmagly/aiwg (GitHub) · coding · 229 stars · scanned at commit 5c72814

Benchmark current research-query and direct lexical baselines against experimental vector, BM25, typed concept-graph PPR, and RRF source selection without replacing production retrieval.

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

jmagly/aiwg has 1 more folder with a skill named corpus-retrieval-lab. This page shows the lowest-scoring copy.

• agentic/code/frameworks/research-complete/skills/corpus-retrieval-lab 95/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'corpus-retrieval-lab' ] || [ -L ~/.agents/skills/'corpus-retrieval-lab' ]; then echo 'A skill folder named corpus-retrieval-lab already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/jmagly/aiwg' "$d" && git -C "$d" checkout --quiet '5c728143ef7c4adebf3f7e9842375b34799df393' -- 'agentic/code/plugins/research/skills/corpus-retrieval-lab' && mkdir -p ~/.agents/skills && cp -R "$d"/'agentic/code/plugins/research/skills/corpus-retrieval-lab' ~/.agents/skills/'corpus-retrieval-lab' && 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/'corpus-retrieval-lab' ~/.claude/skills/'corpus-retrieval-lab' (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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