cyberneticlibrary

Implement data quality validation

data-quality-frameworksskillsetup L2★0

Sheshiyer/skill-clusters ↗

What it does

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when b

Best for

Using data-quality-frameworks when it is the specialized tool

Inputs

· Metrics query or spec
· Data quality expectations

Outputs

· .pptx file
· Dashboard JSON
· Trained agent policy
· Validation report
· Material properties
· Trained model
· Configuration

Requires

· Python
· Monitoring platform

Preconditions

· Database connection
· Configuration/setup
· Pre-trained model

Trust signals

· Includes examples
· Versioned/documented
· Includes best practices
· Practical patterns