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Data Quality Review

100 / 100 · Low risk

Fine to try.

By nightly-labs/openbot (GitHub) · coding · 7,407 stars · scanned at commit 28f04e8

Check a dataset before analysis: row counts, duplicates, missing values, units and currency, date ranges and time zones, joins, and outliers. Returns a pass, warn or fail table and names which analysis each problem blocks. Use before a report, a model, or a decision that rests on the data.

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/'data-quality-review' ] || [ -L ~/.agents/skills/'data-quality-review' ]; then echo 'A skill folder named data-quality-review already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/nightly-labs/openbot' "$d" && git -C "$d" checkout --quiet '28f04e89efa8729f3b0598cb5840e1fe502b306d' -- 'marketplace/production-catalog/skills/data-quality-review' && mkdir -p ~/.agents/skills && cp -R "$d"/'marketplace/production-catalog/skills/data-quality-review' ~/.agents/skills/'data-quality-review' && 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/'data-quality-review' ~/.claude/skills/'data-quality-review' (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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