---
stable_id: skills/knowledge-work-plugins-data-skills-validate-data-skill
type: skills
title: validate-data
summary: QA an analysis before sharing -- methodology, accuracy, and bias
  checks. Use when reviewing an analysis before a stakeholder presentation,
  spot-checking calculations and aggregation logic, verifying a SQL query's
  results look right, or assessing whether conclusions are actually supported by
  the data.
tags:
  - source-knowledge-work-plugins
  - plugin-data
  - plugin-component-skills
  - plugin-skill
  - category-data-analytics
source_url: https://raw.githubusercontent.com/anthropics/knowledge-work-plugins/main/data/skills/validate-data/SKILL.md
license: ""
upstream_ref: https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/validate-data/SKILL.md
github_stars: null
github_forks: null
github_is_organization: null
retrieved_at: 2026-06-11T08:32:48.923Z
content_sha256: 1e424822043480375b80aef9416227b1c8083af749ca536568716265f79ca54b
---
