Skill UI

Designs scalable batch and streaming pipelines, modern warehouses, and analytics platforms with Spark, dbt, Airflow, cloud data stacks, and governance practices.

This skill provides patterns for implementing robust data quality checks, utilizing industry standards like Great Expectations and dbt tests, and formalizing data contracts. It is essential when building reliable data pipelines, establishing validation rules, monitoring data quality metrics, or automating data validation within CI/CD environments.

Guides you through generating dbt models inside data pipelines, covering setup, code generation, configuration, and validation while following best practices for ETL, orchestration, and streaming workloads.

Automates dbt test creation within data pipelines, offering guided best practices, code generation, and validation to keep ETL, transformation, and streaming workflows reliable.

Production-ready dbt patterns covering model organization, testing, documentation, incremental builds, and workflow automation to standardize data transformation pipelines.

This skill provides expertise in building production-grade, scalable data systems and pipelines. It covers the full spectrum of data engineering, including designing robust batch ETL/ELT workflows, implementing real-time streaming architectures (Kafka/Flink), and utilizing modern tools like Airflow, Spark, and dbt. Essential for data architecture design, data lakehouse implementation, and data governance.

Comprehensive Snowflake development assistant covering SQL best practices, dynamic tables, streams, tasks, Snowpipe, Cortex AI functions/agents, Snowpark Python, dbt integration, performance tuning, and security hardening for production data platforms.

Surfaces Monte Carlo data observability insights—health, lineage, alerts, and monitors-as-code—before developers edit dbt models or SQL pipelines, ensuring risk-aware code changes.

Creates a SQL validation notebook for dbt changes (PR or local) that compares before/after states, resolves schemas, and launches the notebook via Monte Carlo’s bridge interface.

Clinically informed Claude skill that blends psychology frameworks (IFS, DBT, CFT, schema therapy) with eight wisdom traditions to provide a structured conversation partner for exploring emotions, internal conflicts, and existential distress.