anthropics/knowledge-work-plugins/data-exploration

anthropics·Data·anthropics/knowledge-work-plugins·data·data/skills/data-exploration/SKILL.md ↗·Updated Mar 10, 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 install anthropics/knowledge-work-plugins/data-exploration

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

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

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

# alternative
$ npx vskill 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 10d ago

View eval results →

Popularity

8.3kstars871forks457d trend

5d ago

Works with

Works with all 39 vskill-compatible agents

Claude Code

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GitHub Copilot

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Codex

Gemini CLI

Cline

Amp

Roo Code

Goose

Continue

Kilo Code

Junie

Trae

OpenHands

Qwen CodeAI AgentTabnine ChatSourcegraph CodyAmazon QFirebase GenkitSweepDevinPhindMentatClaude DesktopAiderGPT PilotPlandexbolt.newv0

Replit AgentAnseTypingMindBetterChatGPTLibreChatWarp AIPiecesFig AI

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