elementary-data-quality
OfficialAutomate data quality checks and anomaly detection on Microsoft Fabric using dbt and Elementary.
Authoraccelerate-data
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of ensuring data quality and anomaly detection on Microsoft Fabric, leveraging dbt and Elementary for streamlined data observability.
Core Features & Use Cases
- Data Quality Testing: Implement comprehensive anomaly detection and schema tests to monitor data integrity.
- Layered Testing Strategy: Apply targeted tests across Bronze, Silver, and Gold layers to catch issues early and protect data quality.
- Volume and Column Anomalies: Detect unexpected changes in data volume and column metrics, including missing data, outliers, and schema drift.
- Schema Changes: Monitor schema changes to ensure consistency with business logic and downstream systems.
- Use Case: For a new data pipeline on Fabric, this Skill can automatically set up and maintain a robust data quality monitoring system, alerting on issues before they impact critical business processes.
Quick Start
Install the elementary-data-quality skill using Claude Code:
/plugin install elementary-data-quality@vibedata-dbt-skills
Dependency Matrix
Required Modules
dbtelementary-datadbt-msft/tsql_utils
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: elementary-data-quality Download link: https://github.com/accelerate-data/vibedata-official/archive/main.zip#elementary-data-quality Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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