Data Quality Audit

Assesses data quality against business rules, schema constraints, and freshness checks.

Test report

Verdict
In test queue
Tested
Environment
Pending

In the test queue — machine-screened (validator 85/100, 215★ repo), full install/trigger/output test scheduled.

What Data Quality Audit does

Comprehensive data quality assessment against business rules, schema constraints, and freshness expectations. Activate when validating data pipeline outputs before production use, auditing a dataset against defined business rules, or producing a quality scorecard for a data asset.

How to install Data Quality Audit

git clone https://github.com/nimrodfisher/data-analytics-skills
cp -r data-analytics-skills/01-data-quality-validation/data-quality-audit ~/.claude/skills/data-quality-audit

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Data Quality Audit

  • /data-quality-audit Assesses data quality against business rules, schema constraints, and freshness checks.

It also activates on plain-language prompts like these:

  • Audit this dataset against our business rules
  • Validate the pipeline output before production use
  • Produce a quality scorecard for this data asset

Frequently asked questions

Is the Data Quality Audit skill free?
Yes. The skill itself is free from nimrodfisher/data-analytics-skills. SkillProof publishes the install command and an independent test verdict at no cost.
Does Data Quality Audit work with Claude Code?
It is in our test queue — we run every skill on real work before issuing a verdict, and this one is scheduled.
How do I install Data Quality Audit?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Data Quality Audit with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.