validate-data
Officialvalidate data
What it does
- A document or report in the conversation
- A file (markdown, notebook, spreadsheet)
- SQL queries and their results
- Charts and their underlying data
- A description of methodology and findings
- Question framing: Is the analysis answering the right question? Could the question be interpreted differently?
- Data selection: Are the right tables/datasets being used? Is the time range appropriate?
Requirements & configuration
- If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
- Needs revision -- Found specific errors, methodological issues, or missing analyses that should be addressed before sharing. List the required changes with priority order.
- Overall Assessment: [Ready to share | Share with caveats | Needs revision]
Configuration: COUNT
Derived from the skill's own SKILL.md documentation · extracted 2026-07-23
validate-data FAQ
What does the validate-data skill do?
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. A document or report in the conversation A file (markdown, notebook, spreadsheet)
What does validate-data require?
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md. Needs revision -- Found specific errors, methodological issues, or missing analyses that should be addressed before sharing. List the required changes with priority order. Overall Assessment: [Ready to share | Share with caveats | Needs revision] Configuration keys: COUNT.
How do I install validate-data?
Run: npx -y skills add https://github.com/anthropics/knowledge-work-plugins --skill validate-data --agent claude-code — the source lives at github.com/anthropics/knowledge-work-plugins.
Maintain validate-data?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[](https://getagentictools.com/skills/anthropics-knowledge-work-plugins-validate-data?ref=badge) npx agentictools info skills/anthropics-knowledge-work-plugins-validate-data The second line is the CLI lookup for this page — handy in READMEs and docs.
