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outlier-scan

95 / 100 · Low risk

Fine to try.

By tabtin-ai/TabTin (GitHub) · data · 454 stars · scanned at commit b84fb2b

CSV数据异常检测工具，使用Z-score、IQR（四分位距）、移动平均偏离三种方法进行扫描，并自动将检测到的异常点分类为「可解释」或「需关注」，输出详细的JSON报告。当用户需要异常检测、离群值排查或数据质量巡检，提及outlier detection、Z-score、IQR、移动平均偏离等关键词或直接上传CSV文件时触发。

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/'outlier-scan' ] || [ -L ~/.agents/skills/'outlier-scan' ]; then echo 'A skill folder named outlier-scan already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/tabtin-ai/TabTin' "$d" && git -C "$d" checkout --quiet 'b84fb2b9810cd71df8350a0e52486c5327c2c929' -- 'packages/apps/tabtin-data-toolkit-pack/skills/outlier-scan' && mkdir -p ~/.agents/skills && cp -R "$d"/'packages/apps/tabtin-data-toolkit-pack/skills/outlier-scan' ~/.agents/skills/'outlier-scan' && 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-scan' ~/.claude/skills/'outlier-scan' (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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