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tidy-data-diagnosis

100 / 100 · Low risk

Fine to try.

By franklee16/academic-research-skills (GitHub) · data · 234 stars · scanned at commit 9a4b2db

当用户拿到一个新数据集想判断其结构是否规范时激活。典型场景:用户刚导入 CSV/Excel/数据库表,觉得"这个表看着不对劲"、"列名怎么是数字"、"行和列好像反了"、"数据太宽/太长"。 语言信号: "这个数据集很乱"、"怎么把宽表变长表"、"列头是年份/月份不是变量名"、"一个人占了多行"、"一个单元的数据分成了好几个文件"。 不适用于: 数据清洗中的缺失值处理、异常值检测、日期解析 — 这些是数据质量(data quality)问题,不是数据结构(data structure)问题。

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/'tidy-data-diagnosis' ] || [ -L ~/.agents/skills/'tidy-data-diagnosis' ]; then echo 'A skill folder named tidy-data-diagnosis already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/franklee16/academic-research-skills' "$d" && git -C "$d" checkout --quiet '9a4b2db21fc4b217136ae4a0e6faad42d179ca03' -- 'data-analysis/tidy-data/tidy-data-diagnosis' && mkdir -p ~/.agents/skills && cp -R "$d"/'data-analysis/tidy-data/tidy-data-diagnosis' ~/.agents/skills/'tidy-data-diagnosis' && 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/'tidy-data-diagnosis' ~/.claude/skills/'tidy-data-diagnosis' (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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