Data Quality Audit
Assesses data quality against business rules, schema constraints, and freshness checks.
In test queue
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-auditAssesses 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.