Individual skill
validate-data
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.
plugins/knowledge-work-data/skills/validate-data/SKILL.md
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- Last checked
- Nov 11, 2026
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- Repository last updated
- Jul 20, 2026
- License
- MIT
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# /validate-data - Validate Analysis Before Sharing
> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../CONNECTORS-data.md).
Review an analysis for accuracy, methodology, and potential biases before sharing with stakeholders. Generates a confidence assessment and improvement suggestions.
## Usage
```
/validate-data <analysis to review>
```
The analysis can be:
- A document or report in the conversation
- A file (markdown, notebook, spreadsheet)