Discover devops data engineering skills, compare source repositories and read the instructions for each workflow.
Design DAG-based MLOps pipeline architectures with Airflow, Dagster, Kubeflow, or Prefect. Activates for DAG orchestration, workflow automation, pipeline design patterns, CI/CD for ML. Use for platform-agnostic...
Schema Registry expert for Avro, Protobuf, and JSON Schema management. Covers schema evolution strategies, compatibility modes, validation, and best practices for managing schemas in Confluent Cloud and self-ho...
Kafka monitoring and observability expert. Guides Prometheus + Grafana setup, JMX metrics, alerting rules, and dashboard configuration. Activates for kafka monitoring, prometheus, grafana, kafka metrics, jmx ex...
n8n workflow automation with Kafka integration expert. Covers Kafka trigger node, producer node, event-driven workflows, error handling, retries, and no-code/low-code event processing patterns. Activates for n8...
Kafka Connect integration expert. Covers source and sink connectors, JDBC, Elasticsearch, S3, Debezium CDC, SMT (Single Message Transforms), connector configuration, and data pipeline patterns. Activates for ka...
Infrastructure as Code (IaC) deployment expert for Apache Kafka. Guides Terraform deployments across Apache Kafka (KRaft mode), AWS MSK, Azure Event Hubs. Activates for terraform, iac, infrastructure as code, d...
Expert knowledge of Kafka CLI tools (kcat, kcli, kaf, kafkactl). Auto-activates on keywords kcat, kafkacat, kcli, kaf, kafkactl, kafka cli, kafka command line, produce message, consume topic, list topics, kafka...
Kubernetes deployment expert for Apache Kafka. Guides K8s deployments using Helm charts, operators (Strimzi, Confluent), StatefulSets, and production best practices. Activates for kubernetes, k8s, helm, kafka o...
Python backend developer for FastAPI, Django, Flask APIs with SQLAlchemy, Django ORM, Pydantic validation. Implements REST APIs, async operations, database integration, authentication, data processing with pand...
Convert Teradata DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Teradata to dbt code, generating schema.yml files with tests and...
Convert IBM DB2 DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from DB2 to dbt code, generating schema.yml files with tests and docume...
Convert Google BigQuery DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from BigQuery to dbt code, generating schema.yml files with tes...
Convert Amazon Redshift DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Redshift to dbt code, generating schema.yml files with tes...
Convert Hive/Spark/Databricks DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or UDFs from Hive, Spark, or Databricks to dbt code, generating schema.yml fil...
Convert Vertica DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Vertica to dbt code, generating schema.yml files with tests and do...
Convert PostgreSQL/Greenplum/Netezza DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from PostgreSQL, Greenplum, or Netezza to dbt code...
Convert Snowflake DDL to dbt models. This skill should be used when converting views, tables, or stored procedures from Snowflake to dbt code, generating schema.yml files with tests and documentation, or migrat...
Convert Sybase IQ DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Sybase IQ to dbt code, generating schema.yml files with tests an...
Convert Oracle DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from Oracle to dbt code, generating schema.yml files with tests and docu...
Create or update Blossom operators under src/blossom/op (chat, text, common, util), including choosing MapOperator/FilterOperator/TransformOperator/MetricFilterOperator/Operator, wiring __init__.py exports, and...
Activates when working with database migrations, RLS policies, or Supabase schema changes. Use this skill for: creating migrations, writing RLS policies, handling PostGIS geometry, creating indexes, managing ma...
Activates when querying Danish agricultural data from GCS. Use this skill for: data discovery, finding datasets, understanding schemas, querying parquet files, joining datasets on CVR/CHR/BFE identifiers. Keywo...
Activates when working with Python data pipelines, GCS operations, or medallion architecture (Bronze/Silver/Gold). Use this skill for: running pipelines, debugging data transformations, GCS uploads/downloads, d...
Learns from DAG execution history to improve future performance. Identifies successful patterns, detects anti-patterns, and provides recommendations. Activate on 'learn patterns', 'execution patterns', 'what wo...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.