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anthropics/knowledge-work-plugins/data-exploration

anthropics·Data·anthropics/knowledge-work-plugins·data·data/skills/data-exploration/SKILL.md ↗·Updated Mar 19, 2026

Profile and explore datasets to understand their shape, quality, and patterns before analysis. Use when encountering a new dataset, assessing data quality, discovering column distributions, identifying nulls and outliers, or deciding which dimensions to analyze.

vendoranthropics

Install

# npm
$ npx vskill@latest install anthropics/knowledge-work-plugins/data-exploration

# bun
$ bunx vskill@latest install anthropics/knowledge-work-plugins/data-exploration

# pnpm
$ pnpx vskill@latest install anthropics/knowledge-work-plugins/data-exploration

# yarn
$ yarn dlx vskill@latest install anthropics/knowledge-work-plugins/data-exploration

# alternative
$ npx vskill@latest install anthropics/knowledge-work-plugins --skill data-exploration

──Security

Tier 1PASS 100/100Tier 2PASSCertified Feb 26, 2026View full security report →

──Quality Evaluation

QualityPASS 82/100Effective1 runEvaluated 55d ago

View eval results →

Popularity

8.3kstars871forks457d trend

42d ago

Works with

Works with all 39 vskill-compatible agents

Claude Code

Cursor

GitHub Copilot

Windsurf

Codex

Gemini CLI

ClineAmp

Embed badge

Markdown

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