validate-data - Validate analysis before sharing
Reviews an analysis for accuracy, methodology, biases, calculations, visualizations, and evidence-supported conclusions before stakeholder sharing.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Review methodology and assumptions
- Run pre-delivery QA checks
- Check analytical pitfalls
- Verify calculations and aggregations
- Assess visualizations
- Evaluate conclusions
- Suggest improvements
- Generate confidence assessment
Inputs
- Analysis document
- Markdown file
- Notebook
- Spreadsheet
- SQL queries and results
- Charts and underlying data
- Methodology description
- Findings description
Outputs
- Validation report
- Overall assessment
- Issue severity findings
- Calculation spot-check results
- Visualization review
- Suggested improvements
- Required stakeholder caveats