data-validation
QA an analysis before sharing with stakeholders -- methodology checks, accuracy verification, and bias detection
Best use case
data-validation is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
QA an analysis before sharing with stakeholders -- methodology checks, accuracy verification, and bias detection
Teams using data-validation should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/data-validation/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How data-validation Compares
| Feature / Agent | data-validation | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
QA an analysis before sharing with stakeholders -- methodology checks, accuracy verification, and bias detection
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Data Validation ## Sub-Skills - [Data Quality Checks (+3)](data-quality-checks/SKILL.md) - [Join Explosion (+6)](join-explosion/SKILL.md) - [Magnitude Checks (+2)](magnitude-checks/SKILL.md) - [Analysis Documentation Template](analysis-documentation-template/SKILL.md) - [Question (+9)](question/SKILL.md)
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