{"id":"anthropics-knowledge-work-plugins-data-skills-validate-data","title":"validate-data","type":"skill","industry":"data-research","roles":["general"],"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.","summary_lang":"en","source_url":"https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/validate-data/SKILL.md","raw_url":"https://raw.githubusercontent.com/SiinXu/agent-academy/main/data/mirror/anthropics-knowledge-work-plugins-data-skills-validate-data.md","upstream_raw_url":"https://raw.githubusercontent.com/anthropics/knowledge-work-plugins/main/data/skills/validate-data/SKILL.md","repo":"anthropics/knowledge-work-plugins","author":"anthropics","license":"Apache-2.0","redistributable":true,"content_policy":"mirror-with-attribution","original":{"kind":"full","license":"Apache-2.0","url":"https://github.com/anthropics/knowledge-work-plugins/blob/main/data/skills/validate-data/SKILL.md"},"install":"npx skills add anthropics/knowledge-work-plugins --skill validate-data","security":{"audited":false,"executes_code":false,"needs_credentials":false,"writes_external":false},"metrics":{"repo_stars":29734,"repo_pushed_at":"2026-10-15"},"course_step":"3-learn-rules","status":"active","first_seen":"2026-10-15T10:15:30Z","updated_at":"2026-10-15T10:15:30Z","checked_at":"2026-10-15T10:15:30Z","http_status":{"source":200},"page":"https://academy.incidental.site/r/anthropics-knowledge-work-plugins-data-skills-validate-data/","source":"github"}