Wren CLI for AI agents — a semantic SQL layer over 22+ databases (Postgres, MySQL, BigQuery, Snowflake, Spark, …).
Writes accurate, readable, dialect-correct analytical SQL — CTEs, window functions, aggregations, and joins — across Postgres, BigQuery, Snowflake, and Databricks.
Profile BigQuery data, design data-quality tests appropriate to what each column actually is, then build and deploy a BigQuery DQ testing pipeline to Orchestra.
Profile ClickHouse data, design data-quality tests appropriate to what each column actually is, then build and deploy a ClickHouse DQ testing pipeline to Orchestra.
Profile Databricks data, design data-quality tests appropriate to what each column actually is, then build and deploy a Databricks DQ testing pipeline to Orchestra.
Profile Snowflake data, design data-quality tests appropriate to what each column actually is, then build and deploy a Snowflake DQ testing pipeline to Orchestra.
DataWorks data development Skill. Create, configure, validate, deploy, update, move, and rename nodes and workflows. Manage components, file resources, and UDF functions.
Capture row-level inserts, updates and deletes from source database transaction logs and synchronize downstream warehouse state in near real time.
Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas.
Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse…
Guide for implementing combinational/sequential logic circuits using gate-level descriptions in text-based simulators.
Write idiomatic application code with the ClickHouse Node.js client (`@clickhouse/client`). Use this skill whenever a user is *building* against the Node.js client — configuring…
Generate TypeScript/JavaScript code that reads/decodes AND writes/encodes ClickHouse RowBinary streams for the ClickHouse HTTP server.
Troubleshoot and resolve common issues with the ClickHouse Node.js client (@clickhouse/client). Use this skill whenever a user reports errors, unexpected behavior, or…
Use this skill when architecting on Google Cloud Platform, selecting GCP services, or implementing data and compute solutions.
Use this skill when authoring or extending an Unreal Engine toolset, a class of static, AI-callable functions registered with `ToolsetRegistry` and exposed through the unreal-mcp…
Use this skill when asked about data cost optimization, Snowflake cost management, BigQuery slot management, S3 storage tiering, warehouse cost optimization, FinOps for data,…
Data Pipeline Architecture workflow skill. Use this skill when the user needs You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective…
Use this skill when designing lakehouse architectures with medallion layers (bronze/silver/gold), Databricks Unity Catalog, Delta Sharing, Apache Paimon, or multi-cloud lakehouse.
Use this skill when asked about data mesh, data product, domain ownership, self-serve data platform, federated governance, data-as-a-product, compute-plane architecture, or data…
Use this skill when asked about data pipeline CI/CD, dbt Cloud CI/CD, SQLFluff, SQL linting, Atlantis for SQL, data pipeline testing, environment promotion, schema change…
Use this skill when building data pipelines, ETL/ELT workflows, or data transformation layers. Triggers on Airflow DAG design, dbt model creation, Spark job optimization,…
Use this skill when designing end-to-end data platforms: data lake architecture, data lakehouse architecture, distributed storage (S3, ADLS, GCS), distributed compute (Spark,…
Use this skill when asked about data virtualization, Trino, Presto, Starburst, Dremio, query federation, federated query, cross-source join, pushdown, connector, or data lake…
dbt project structure using medallion architecture (bronze/silver/gold layers). Use this skill
Convert PostgreSQL/Greenplum/Netezza DDL to dbt models compatible with Snowflake. This skill
Run unit and integration tests against SQL transformation models in the live warehouse to verify business logic before materialization.
Firecrawl produces cleaner markdown than WebFetch, handles JavaScript-heavy pages, and avoids content truncation.
Fix a failed Orchestra pipeline once the failure has been identified as an Orchestra-platform / configuration issue — pipeline YAML misconfiguration, wrong or missing task inputs,…
Create reproducible, cross-platform development environments with Flox — a declarative environment manager built on Nix.
Discovers requirements and generates guidance to design and deploy a governed, secure agentic-analytics solution for data that's distributed across Google Cloud, other cloud…
The entry point for fixing anything in an Orchestra pipeline. Use this skill FIRST whenever a user wants to fix, debug, retry, or understand a failed Orchestra pipeline — e.g.
Apache Kafka on Kubernetes with Strimzi (KRaft mode, no ZooKeeper). This skill should be used when users ask to deploy Kafka clusters, build producers/consumers, implement…
Master Apache Kafka for building event-driven architectures from hello world to professional production systems.
Scan a project to identify Kafka applications, extract schemas from data models, tag PII fields, generate Terraform for Confluent Schema Registry registration, and produce a…
Upload files to IPFS through the Kleros x402 payment gateway in exchange for $0.01 USDC on Base mainnet.
Upload files to IPFS through the Kleros x402 payment gateway for $0.01 USDC on Base mainnet. Use specifically for Kleros ecosystem content such as dispute evidence, meta-evidence…
Helps DevOps engineers configure mirrord Operator's Kafka queue splitting feature end-to-end. Generates MirrordKafkaClientConfig and MirrordKafkaTopicsConsumer Kubernetes CRD…
Netlify API integration with managed OAuth. Deploy sites, manage builds, configure DNS, and handle environment variables.
Deploy and manage Netlify projects using Next.js with serverless functions, environment variables, and continuous deployment.
Use this skill when asked about reverse ETL, Census, Hightouch, Grouparoo, operational analytics, syncing data from warehouse to SaaS, warehosue-to-SaaS, operational data…
Use this skill when asked about streaming, Kafka, Flink, Kinesis, stream processing, event stream, real-time, CDC, change data capture, message queue, or stream architecture.
Design data pipelines covering ETL vs ELT architectures, data source integration, scheduling, quality checks, and warehouse design.
Write, review, and debug Topaz JavaScript scripts for EventService. Use this skill whenever the user mentions Topaz, EventService, KafkaEvent, HttpRequestEvent, or asks to…
Manage data objects through lifecycle states such as challenged, initiated and settled while keeping persistent, queryable snapshots of current operational data.
Use when designing, debugging, or discussing the data infrastructure for a legal-AI product. Covers ingestion pipelines, data warehousing (dbt, Snowflake, BigQuery, Postgres),…
Deploy and orchestrate hosted AI agents with Ash. Covers: creating an Ash client, deploying agents, managing sessions (create, pause, resume, end), sending messages, streaming SSE…
Create, modify, inspect, and validate STEP-first build123d/Python CAD parts and assemblies. Use for natural-language CAD specs, STEP/STP generation, build123d source, build123d…
Configure and operate the Neo4j Connector for Kafka (sink + source) and the
Netlify deployment, functions, forms, and edge handlers.