data-catalog-creator

This skill designs dimensional models and fact tables for data warehouse projects. It clarifies requirements, reviews system constraints, and selects appropriate architectural patterns. The outputs include implementation plans, specifications, and validation steps for developers.

The data-pipeline-builder skill designs and plans orchestration pipelines with a focus on idempotency. It's used when you need to create data workflows, producing artifacts like specs, configs, and validation steps. Developers should use it after confirming requirements and necessary approvals.

This skill helps developers implement data quality checks through validation, profiling, and anomaly detection. Use it when you need to design or plan a data quality system within a given architecture and stack. It guides you from clarifying requirements to producing implementation artifacts and acceptance criteria.

This skill designs organized object storage systems with automated lifecycle policies. It's used when you need to structure a data lake, defining data tiers, retention rules, and access patterns. It outputs architecture plans, configuration specs, and validation steps based on your requirements and constraints.