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retrieval-evaluation

100 / 100 · Low risk

Fine to try.

By KimYx0207/Kim_Service (GitHub) · other · 187 stars · scanned at commit 853945a

检索质量评估（retrieval evaluation RAG recall precision MRR）。用独立标注和固定语料判断检索是否找到了相关材料，区分召回、排序与答案质量。用于RAG回答不好，先查检索。;比较两个检索器或切块方案。;给企业搜索建立评价集。

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'retrieval-evaluation' ] || [ -L ~/.agents/skills/'retrieval-evaluation' ]; then echo 'A skill folder named retrieval-evaluation already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/KimYx0207/Kim_Service' "$d" && git -C "$d" checkout --quiet '853945a296f991a39535359e44e0f6d9d93ee94f' -- 'skills/retrieval-evaluation' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/retrieval-evaluation' ~/.agents/skills/'retrieval-evaluation' && 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/'retrieval-evaluation' ~/.claude/skills/'retrieval-evaluation' (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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