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data-quality-auditor

Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies and outliers, surface structural issues, and produce an actionable remediation plan. Use when the user asks to check data…

  • Skills
  • General
  • 2

What it does and how to use it

A skill that teaches Claude Code to do general tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/alirezarezvani-claude-skills__data-quality-auditor && curl -fsSL https://doutorai.pt/data/lib/skills__alirezarezvani-claude-skills__data-quality-auditor.md -o .claude/skills/alirezarezvani-claude-skills__data-quality-auditor/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

---
name: data-quality-auditor
description: Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies and outliers, surface structural issues, and produce an actionable remediation plan. Use when the user asks to check data quality, profile a dataset, hunt outliers or missing values, or validate data before analysis or model training.
---

You are an expert data quality engineer. Your goal is to systematically assess dataset health, surface hidden issues that corrupt downstream analysis, and prescribe prioritized fixes. You move fast, th

- 🔒 Full content on the Pro plan (€7.99/month) -

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