data-validation

Name: data-validation
Author: wshobson

Create a comprehensive data validation system for: $ARGUMENTS

Content Preview

---
model: claude-sonnet-4-0
---

# Data Validation Pipeline

Create a comprehensive data validation system for: $ARGUMENTS

Implement validation including:

1. **Schema Validation**:
   - Pydantic models for structure
   - JSON Schema generation
   - Type checking and coercion
   - Nested object validation
   - Custom validators

2. **Data Quality Checks**:
   - Null/missing value handling
   - Outlier detection
   - Statistical validation
   - Business rule enforcement
   - Referential integri

How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/data-validation.md \
  https://raw.githubusercontent.com/wshobson/commands/main/tools/data-validation.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/wshobson/commands

Then reference at tools/data-validation.md