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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
anthropics avatar

Data Exploration

anthropics/knowledge-work-plugins
240 installs23.4k stars
Summary

This is Anthropic's official approach to systematically profiling datasets before you dive into analysis. It walks you through structural understanding (row counts, grain, primary keys), column-level profiling (types, nulls, distributions), and pattern discovery in a methodical way. Think of it as a checklist that prevents you from making assumptions about data you haven't actually looked at yet. With 233 installs and three security audit passes, it's clearly being used in production workflows. The methodology is opinionated but comprehensive, which is exactly what you want when you're staring at an unfamiliar CSV or database table and need to know where to start.

Install to Claude Code

npx -y skills add anthropics/knowledge-work-plugins --skill data-exploration --agent claude-code

Installs into .claude/skills of the current project.

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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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AI writes the code. CodeRabbit catches the slop.
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create and run specialised agents in minutes
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Plug Mailtrap into your AI workflow and let it handle the email.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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Integrate web data into your AI product. One API to scrape website & brand data.
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belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Code Review & QualityData Science & ML
First SeenJun 3, 2026
View on GitHub

More from anthropics/knowledge-work-plugins

All 198 skills →
  • Campaign Planning228
  • Compliance215
  • Response Drafting197
  • Nda Triage175
  • Escalation169
  • Canned Responses168
  • Ux Writing139
  • Design System Management123
  • Change Management119
  • Data Visualization11.3k
  • Documentation8.6k
  • Code Review8.4k
  • Build Dashboard7.6k
  • Memory Management6.7k
  • Task Management6.6k
  • System Design6.5k
  • Knowledge Synthesis5.8k
  • View Pdf5.8k
  • Architecture5.6k
  • Tech Debt5.6k
  • Testing Strategy5.5k
  • Incident Response5.2k
  • Explore Data5.1k
  • Debug5.1k

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