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outlier-detection-and-quality-assessment

100 / 100 · Low risk

Fine to try.

By OpenSenseNova/SenseNova-Skills (GitHub) · data · 6,068 stars · scanned at commit 004a242

执行全面的异常值检测与数据质量评估，利用 IQR 方法识别异常值并结合偏度、峰度分析数据分布特征，适用于非正态分布数据的预处理阶段。

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/'outlier-detection-and-quality-assessment' ] || [ -L ~/.agents/skills/'outlier-detection-and-quality-assessment' ]; then echo 'A skill folder named outlier-detection-and-quality-assessment already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/OpenSenseNova/SenseNova-Skills' "$d" && git -C "$d" checkout --quiet '004a2426fa092097d65ac9233ca0bcb2be793f57' -- 'skills/sn-da-excel-workflow/capability/excel-data-cleaning/outlier-detection' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sn-da-excel-workflow/capability/excel-data-cleaning/outlier-detection' ~/.agents/skills/'outlier-detection-and-quality-assessment' && 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/'outlier-detection-and-quality-assessment' ~/.claude/skills/'outlier-detection-and-quality-assessment' (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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